From d8d88106366ce89f3f97b24f61716cb632130034 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Wed, 26 Jun 2024 10:34:23 -0600
Subject: [PATCH 001/109] pysam

---
 pvdeg/geospatial.py | 27 +++++++++++++
 pvdeg/standards.py  | 96 +++++++++++++++++++++++++++++++++++++++++++++
 2 files changed, 123 insertions(+)

diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index 8e6971dd..719cda81 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -274,6 +274,33 @@ def template_parameters(func):
 
         add_dims = {}
 
+    elif func == standards.vertical_POA:
+        # res = {"annual_gh": x, "annual_energy": annual_energy, "lcoe_nom": lcoe_nom}
+
+        shapes = {
+            "annual_gh": ("gid",),
+            "annual_energy": ("gid",),
+            "lcoe_nom": ("gid",),
+
+        }
+
+        attrs = {
+            "annual_gh": {"long_name": "SAM Annual GHI", "units": "Wh/m2/yr"},
+            "annual_energy": {
+                "long_name": "Annual AC energy",
+                "units": "kWh",
+            },
+            "lcoe_nom": {
+                "long_name": "LCOE Levelized cost of energy nominal",
+                "units": "cents/kWh",
+            },
+        }
+
+        global_attrs = {
+            "long_name": "Vertical dataset",
+        }
+        add_dims = {}
+        
     elif func == humidity.module:
         shapes = {
             "RH_surface_outside": ("gid", "time"),
diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index f420f93b..70c8b165 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -571,3 +571,99 @@ def standoff_x(
     ).x[0]
 
     return temp_df
+
+
+def vertical_POA(
+    weather_df,
+    meta,
+    jsonfolder,
+    samjsonname='vertical',
+    weather_kwarg=None,
+):
+    """
+    Run a SAM
+
+    Parameters
+    ----------
+    weather_df : pd.DataFrame
+        Weather data for a single location.
+    meta : pd.DataFrame
+        Meta data for a single location.
+    weather_kwarg : dict
+        other variables needed to access a particular weather dataset.
+    jsonfolder : string
+        Location and base name for the json files, i.e.  r'C:\Users\sayala\Documents\GitHub\Studies\High-Latitude-PV\pvdeg\jsons'
+        or '/home/sayala/highlat/jsons/'
+    
+
+    Returns
+    -------
+    x : float [cm]
+        Minimum installation distance in centimeter per IEC TS 63126 when the default settings are used.
+        Effective gap "x" for the lower limit for Level 1 or Level 0 modules (IEC TS 63216)
+    T98_0 : float [°C]
+        This is the 98ᵗʰ percential temperature of a theoretical module with no standoff.
+    T98_inf : float [°C]
+        This is the 98ᵗʰ percential temperature of a theoretical rack mounted module.
+
+    References
+    ----------
+    M. Kempe, et al. Close Roof Mounted System Temperature Estimation for Compliance
+    to IEC TS 63126, PVSC Proceedings 2023
+    """
+
+    parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
+
+    if isinstance(weather_df, dd.DataFrame):
+        weather_df = weather_df[parameters].compute()
+        weather_df.set_index("time", inplace=True)
+    elif isinstance(weather_df, pd.DataFrame):
+        weather_df = weather_df[parameters]
+    elif weather_df is None:
+        weather_df, meta = weather.get(**weather_kwarg)
+
+
+    file_names = ["pvsamv1", "grid", "utilityrate5", "cashloan"]
+    pv4 = PV.new()  # also tried PVWattsSingleOwner
+    grid4 = Grid.from_existing(pv4)
+    ur4 = UtilityRate.from_existing(pv4)
+    so4 = Cashloan.from_existing(grid4, 'FlatPlatePVCommercial')
+
+    # LOAD Values
+    for count, module in enumerate([pv4, grid4, ur4, so4]):
+        filetitle= samjsonname + '_' + file_names[count] + ".json"
+        with open(os.path.join(jsonfolder,filetitle), 'r') as file:
+            data = json.load(file)
+            for k, v in data.items():
+                if k == 'number_inputs':
+                    continue
+                try:
+                    if sys.version.split(' ')[0] == '3.11.7': 
+                        # Check needed for python 3.10.7 and perhaps other releases above 3.10.4.
+                        # This prevents the failure "UnicodeDecodeError: 'utf-8' codec can't decode byte... 
+                        # This bug will be fixed on a newer version of pysam (currently not working on 5.1.0)
+                        if 'adjust_' in k:  # This check is needed for Python 3.10.7 and some others. Not needed for 3.7.4
+                            print(k)
+                            k = k.split('adjust_')[1]
+                    module.value(k, v)
+                except AttributeError:
+                    # there is an error is setting the value for ppa_escalation
+                    print(module, k, v)
+                
+    pv4.execute()
+    grid4.execute()
+    ur4.execute()
+    so4.execute()
+    
+    # SAVE RESULTS|
+    results = pv4.Outputs.export()
+    economicresults = so4.Outputs.export()
+    
+    annual_gh = results['annual_gh']
+    annual_energy = results['annual_ac_gross']
+    lcoe = economicresults['lcoe_nom']
+    
+    res = {"annual_gh": x, "annual_energy": annual_energy, "lcoe_nom": lcoe_nom}
+    df_res = pd.DataFrame.from_dict(res, orient="index").T
+
+    return df_res

From 3d813fa2dfaed362e0bd376fa3491208295c5b3c Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Wed, 26 Jun 2024 11:20:33 -0600
Subject: [PATCH 002/109] vertical documentation

for some reason ti didn't like me giving an example of where i keep the json. bummer.

Edited Returns as well
---
 pvdeg/standards.py | 21 +++++++--------------
 1 file changed, 7 insertions(+), 14 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 70c8b165..9594c641 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -592,24 +592,17 @@ def vertical_POA(
     weather_kwarg : dict
         other variables needed to access a particular weather dataset.
     jsonfolder : string
-        Location and base name for the json files, i.e.  r'C:\Users\sayala\Documents\GitHub\Studies\High-Latitude-PV\pvdeg\jsons'
-        or '/home/sayala/highlat/jsons/'
-    
+        Location and base name for the json files
 
     Returns
     -------
-    x : float [cm]
-        Minimum installation distance in centimeter per IEC TS 63126 when the default settings are used.
-        Effective gap "x" for the lower limit for Level 1 or Level 0 modules (IEC TS 63216)
-    T98_0 : float [°C]
-        This is the 98ᵗʰ percential temperature of a theoretical module with no standoff.
-    T98_inf : float [°C]
-        This is the 98ᵗʰ percential temperature of a theoretical rack mounted module.
+    annual_gh : float [Wh/m2/y]
+        Annual GHI
+    annual_energy : float [kWh]
+        Annual AC energy
+    lcoa_nom : float [cents/kWh]
+        LCOE Levelized cost of energy nominal
 
-    References
-    ----------
-    M. Kempe, et al. Close Roof Mounted System Temperature Estimation for Compliance
-    to IEC TS 63126, PVSC Proceedings 2023
     """
 
     parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]

From dac4efe1bfa1e48ad91a0cc1f62ff7da62215a1d Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Wed, 26 Jun 2024 11:38:54 -0600
Subject: [PATCH 003/109] imports

---
 pvdeg/standards.py | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 9594c641..5ab1504f 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -605,6 +605,13 @@ def vertical_POA(
 
     """
 
+    import PySAM
+    import PySAM.Pvsamv1 as PV
+    import PySAM.Grid as Grid
+    import PySAM.Utilityrate5 as UtilityRate
+    import PySAM.Cashloan as Cashloan
+    import json
+    
     parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
 
     if isinstance(weather_df, dd.DataFrame):

From 45c5a0d123de636033f77657f5b90f10860a0ea1 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Wed, 26 Jun 2024 11:44:01 -0600
Subject: [PATCH 004/109] import os sys

---
 pvdeg/standards.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 5ab1504f..5bbf35e1 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -611,6 +611,8 @@ def vertical_POA(
     import PySAM.Utilityrate5 as UtilityRate
     import PySAM.Cashloan as Cashloan
     import json
+    import os
+    import sys
     
     parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
 

From 8c24712ef7627eaaedd3ff615553886faa60ddd2 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Wed, 26 Jun 2024 16:00:04 -0600
Subject: [PATCH 005/109] solar resource update

---
 pvdeg/standards.py | 23 +++++++++++++++++++++++
 1 file changed, 23 insertions(+)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 5bbf35e1..0f90bab8 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -615,7 +615,10 @@ def vertical_POA(
     import sys
     
     parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
+    print("weather_df KEYs", weather_df.keys())
+    print("meta KEYs", weather_df.keys())
 
+    
     if isinstance(weather_df, dd.DataFrame):
         weather_df = weather_df[parameters].compute()
         weather_df.set_index("time", inplace=True)
@@ -651,7 +654,27 @@ def vertical_POA(
                 except AttributeError:
                     # there is an error is setting the value for ppa_escalation
                     print(module, k, v)
+
+    pv4.unassign('solar_resource_file')
                 
+    data = {'dn':list(weather_df.dni),
+           'df':list(weather_df.dhi),
+            'gh':list(weather_df.ghi),
+           'tdry':list(weather_df.air_temperature),
+           'wspd':list(weather_df.wind_speed),
+           'lat':meta['latitude'],
+           'lon':meta['longitude'],
+           'tz':meta['timezone'],
+           'elev':meta['elevation'],
+           'year':list(weather_df.index.year),
+           'month':list(weather_df.index.month),
+           'day':list(weather_df.index.day),
+           'hour':list(weather_df.index.hour),
+           'minute':list(weather_df.index.minute),
+           'alb':list(weather_df.surface_albedo)}
+
+    pv4.value('solar_resource_data', data)
+
     pv4.execute()
     grid4.execute()
     ur4.execute()

From a5a2b24e75f454351e71d32d736da79deba70f91 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Wed, 26 Jun 2024 16:07:17 -0600
Subject: [PATCH 006/109] air_temperature

---
 pvdeg/standards.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 0f90bab8..93c6f7cf 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -616,7 +616,7 @@ def vertical_POA(
     
     parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
     print("weather_df KEYs", weather_df.keys())
-    print("meta KEYs", weather_df.keys())
+    print("meta KEYs", meta.keys())
 
     
     if isinstance(weather_df, dd.DataFrame):
@@ -660,7 +660,7 @@ def vertical_POA(
     data = {'dn':list(weather_df.dni),
            'df':list(weather_df.dhi),
             'gh':list(weather_df.ghi),
-           'tdry':list(weather_df.air_temperature),
+           'tdry':list(weather_df.temp_air),
            'wspd':list(weather_df.wind_speed),
            'lat':meta['latitude'],
            'lon':meta['longitude'],

From 1a72c525eac767e704eb53ed83054de72cf39aa5 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Wed, 26 Jun 2024 16:09:01 -0600
Subject: [PATCH 007/109] one tz closer

---
 pvdeg/standards.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 93c6f7cf..48d18494 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -664,7 +664,7 @@ def vertical_POA(
            'wspd':list(weather_df.wind_speed),
            'lat':meta['latitude'],
            'lon':meta['longitude'],
-           'tz':meta['timezone'],
+           'tz':meta['tz'],
            'elev':meta['elevation'],
            'year':list(weather_df.index.year),
            'month':list(weather_df.index.month),

From c6ef1e7422776b2ca7fccd2c661f6733a8ac4d33 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Wed, 26 Jun 2024 16:10:26 -0600
Subject: [PATCH 008/109] maybe the last :)

---
 pvdeg/standards.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 48d18494..88016392 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -665,7 +665,7 @@ def vertical_POA(
            'lat':meta['latitude'],
            'lon':meta['longitude'],
            'tz':meta['tz'],
-           'elev':meta['elevation'],
+           'elev':meta['altitude'],
            'year':list(weather_df.index.year),
            'month':list(weather_df.index.month),
            'day':list(weather_df.index.day),

From c75ed6c281ef2d3778604cb8765cfa2098e21139 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Wed, 26 Jun 2024 16:28:57 -0600
Subject: [PATCH 009/109] standards . py

---
 pvdeg/standards.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 88016392..140ca557 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -671,7 +671,7 @@ def vertical_POA(
            'day':list(weather_df.index.day),
            'hour':list(weather_df.index.hour),
            'minute':list(weather_df.index.minute),
-           'alb':list(weather_df.surface_albedo)}
+           'alb':list(weather_df.albedo)}
 
     pv4.value('solar_resource_data', data)
 

From e1603913a0b8c30d701a4e7faae6e6b42d02570d Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 07:00:57 -0600
Subject: [PATCH 010/109] default jsonfolder for kestrel pvsoiling

---
 pvdeg/standards.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 140ca557..f5f9bbe0 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -576,7 +576,7 @@ def standoff_x(
 def vertical_POA(
     weather_df,
     meta,
-    jsonfolder,
+    jsonfolder='/projects/pvsoiling/pvdeg/analysis/northern_lat/jsons',
     samjsonname='vertical',
     weather_kwarg=None,
 ):

From 2635696232d2a63136fcad35ab853706c9f8f081 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 08:27:09 -0600
Subject: [PATCH 011/109] if UTC

---
 pvdeg/standards.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index e1994c33..004db24c 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -655,6 +655,9 @@ def vertical_POA(
 
     pv4.unassign('solar_resource_file')
                 
+    if meta.get('tz') == None: 
+        meta['tz'] = '+0'
+
     data = {'dn':list(weather_df.dni),
            'df':list(weather_df.dhi),
             'gh':list(weather_df.ghi),

From 52942345b675891e85ffed6ae7a3fc8bc3dd8955 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 08:32:01 -0600
Subject: [PATCH 012/109] albedo hack

---
 pvdeg/standards.py | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 004db24c..bbf23a62 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -658,6 +658,9 @@ def vertical_POA(
     if meta.get('tz') == None: 
         meta['tz'] = '+0'
 
+    if "albedo" not in weather_df.columns:
+        weather_df['albedo'] = 0.2
+    
     data = {'dn':list(weather_df.dni),
            'df':list(weather_df.dhi),
             'gh':list(weather_df.ghi),

From 0269d9b6796d28eab6db8f997d90f833961027bf Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 08:36:54 -0600
Subject: [PATCH 013/109] not x

---
 pvdeg/standards.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index bbf23a62..a70eda7d 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -660,7 +660,7 @@ def vertical_POA(
 
     if "albedo" not in weather_df.columns:
         weather_df['albedo'] = 0.2
-    
+
     data = {'dn':list(weather_df.dni),
            'df':list(weather_df.dhi),
             'gh':list(weather_df.ghi),
@@ -692,7 +692,7 @@ def vertical_POA(
     annual_energy = results['annual_ac_gross']
     lcoe = economicresults['lcoe_nom']
     
-    res = {"annual_gh": x, "annual_energy": annual_energy, "lcoe_nom": lcoe_nom}
+    res = {"annual_gh": annual_gh, "annual_energy": annual_energy, "lcoe_nom": lcoe_nom}
     df_res = pd.DataFrame.from_dict(res, orient="index").T
 
     return df_res

From 561173568d3c0d718041f78f191cf63df425bc9e Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 08:37:16 -0600
Subject: [PATCH 014/109] got it

---
 pvdeg/standards.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index a70eda7d..eead2540 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -690,7 +690,7 @@ def vertical_POA(
     
     annual_gh = results['annual_gh']
     annual_energy = results['annual_ac_gross']
-    lcoe = economicresults['lcoe_nom']
+    lcoe_nom = economicresults['lcoe_nom']
     
     res = {"annual_gh": annual_gh, "annual_energy": annual_energy, "lcoe_nom": lcoe_nom}
     df_res = pd.DataFrame.from_dict(res, orient="index").T

From c9a23378bcad173a80d33c663b1e24cf0b6d9ab8 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 09:32:52 -0600
Subject: [PATCH 015/109] print cleanout

---
 pvdeg/standards.py | 7 ++++---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index eead2540..77547db1 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -613,8 +613,8 @@ def vertical_POA(
     import sys
     
     parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
-    print("weather_df KEYs", weather_df.keys())
-    print("meta KEYs", meta.keys())
+    #print("weather_df KEYs", weather_df.keys())
+    #print("meta KEYs", meta.keys())
 
     
     if isinstance(weather_df, dd.DataFrame):
@@ -646,7 +646,7 @@ def vertical_POA(
                         # This prevents the failure "UnicodeDecodeError: 'utf-8' codec can't decode byte... 
                         # This bug will be fixed on a newer version of pysam (currently not working on 5.1.0)
                         if 'adjust_' in k:  # This check is needed for Python 3.10.7 and some others. Not needed for 3.7.4
-                            print(k)
+                            #print(k)
                             k = k.split('adjust_')[1]
                     module.value(k, v)
                 except AttributeError:
@@ -658,6 +658,7 @@ def vertical_POA(
     if meta.get('tz') == None: 
         meta['tz'] = '+0'
 
+    type("type !!!" , weather_df)
     if "albedo" not in weather_df.columns:
         weather_df['albedo'] = 0.2
 

From 4c680dcca3acddabbf5301cbc933da28f125ba8d Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 09:34:31 -0600
Subject: [PATCH 016/109] dumdum

---
 pvdeg/standards.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 77547db1..2d258da5 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -658,7 +658,7 @@ def vertical_POA(
     if meta.get('tz') == None: 
         meta['tz'] = '+0'
 
-    type("type !!!" , weather_df)
+    print("type !!!" , type(weather_df))
     if "albedo" not in weather_df.columns:
         weather_df['albedo'] = 0.2
 

From 57879e25852d9170067e50ada1de5b246c18c38e Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 09:37:11 -0600
Subject: [PATCH 017/109] cleaup warnings

---
 pvdeg/standards.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 2d258da5..c6db7711 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -658,9 +658,9 @@ def vertical_POA(
     if meta.get('tz') == None: 
         meta['tz'] = '+0'
 
-    print("type !!!" , type(weather_df))
     if "albedo" not in weather_df.columns:
-        weather_df['albedo'] = 0.2
+        #weather_df['albedo'] = 0.2 # new pandas cries with this. dumb.
+        weather_df.loc[:,'albedo'] = 0.2
 
     data = {'dn':list(weather_df.dni),
            'df':list(weather_df.dhi),

From 1df9f9be80ad0ee95a55898f4bdfbd7492959f67 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 09:37:47 -0600
Subject: [PATCH 018/109] i lied one more check

---
 pvdeg/standards.py | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index c6db7711..442d5dd5 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -655,6 +655,8 @@ def vertical_POA(
 
     pv4.unassign('solar_resource_file')
                 
+    print("Type meta ", type(meta))
+
     if meta.get('tz') == None: 
         meta['tz'] = '+0'
 

From 713b12eace13974542b36cabe8b7ba1241d2b1b8 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 09:41:59 -0600
Subject: [PATCH 019/109] i thought meta is a dict ubt its as eries.. .trying.

---
 pvdeg/standards.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 442d5dd5..17101549 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -658,7 +658,7 @@ def vertical_POA(
     print("Type meta ", type(meta))
 
     if meta.get('tz') == None: 
-        meta['tz'] = '+0'
+        meta.loc[:,'tz'] = '+0'
 
     if "albedo" not in weather_df.columns:
         #weather_df['albedo'] = 0.2 # new pandas cries with this. dumb.

From 8a35644b595b02f1fe936cf1253567328ab02363 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 09:43:03 -0600
Subject: [PATCH 020/109] try two

---
 pvdeg/standards.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 17101549..8fccb394 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -658,7 +658,7 @@ def vertical_POA(
     print("Type meta ", type(meta))
 
     if meta.get('tz') == None: 
-        meta.loc[:,'tz'] = '+0'
+        meta.loc['tz'] = '+0'
 
     if "albedo" not in weather_df.columns:
         #weather_df['albedo'] = 0.2 # new pandas cries with this. dumb.

From bf760e788393ce945e92a540b54699cbb4074bb8 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 09:51:09 -0600
Subject: [PATCH 021/109] bypass pandas version SAM (needs ot be rolled back)

---
 pvdeg/standards.py | 13 +++++++++----
 1 file changed, 9 insertions(+), 4 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 8fccb394..75b9b82f 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -641,13 +641,18 @@ def vertical_POA(
                 if k == 'number_inputs':
                     continue
                 try:
-                    if sys.version.split(' ')[0] == '3.11.7': 
+                    #if sys.version.split(' ')[0] == '3.11.7':  
+                        # Bypassing this as it's not working with my pandas. the printouts
+                        # like "<Pvsamv1 object at 0x7f0f01339cf0> dc_adjust_periods [[0, 0, 0]]" 
+                        # means it is going to the except. !!!! 
+                        
+                    
                         # Check needed for python 3.10.7 and perhaps other releases above 3.10.4.
                         # This prevents the failure "UnicodeDecodeError: 'utf-8' codec can't decode byte... 
                         # This bug will be fixed on a newer version of pysam (currently not working on 5.1.0)
-                        if 'adjust_' in k:  # This check is needed for Python 3.10.7 and some others. Not needed for 3.7.4
-                            #print(k)
-                            k = k.split('adjust_')[1]
+                    if 'adjust_' in k:  # This check is needed for Python 3.10.7 and some others. Not needed for 3.7.4
+                        #print(k)
+                        k = k.split('adjust_')[1]
                     module.value(k, v)
                 except AttributeError:
                     # there is an error is setting the value for ppa_escalation

From 9035a5b2ea9c65635095fefccc5502f1b4cbf828 Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 09:53:41 -0600
Subject: [PATCH 022/109] different way of adding meta

---
 pvdeg/standards.py | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 75b9b82f..58789e87 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -660,10 +660,11 @@ def vertical_POA(
 
     pv4.unassign('solar_resource_file')
                 
-    print("Type meta ", type(meta))
+    #print("Type meta ", meta)
 
     if meta.get('tz') == None: 
-        meta.loc['tz'] = '+0'
+        #meta.loc['tz'] = '+0'
+        meta = meta.append({'tz': '+0'})
 
     if "albedo" not in weather_df.columns:
         #weather_df['albedo'] = 0.2 # new pandas cries with this. dumb.

From 938a50bacd25296a39b3149531d27923c981a9aa Mon Sep 17 00:00:00 2001
From: Silvana Ovaitt <silvana.ayala@nrel.gov>
Date: Thu, 27 Jun 2024 09:56:24 -0600
Subject: [PATCH 023/109] circles

---
 pvdeg/standards.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 58789e87..e9988713 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -662,9 +662,11 @@ def vertical_POA(
                 
     #print("Type meta ", meta)
 
-    if meta.get('tz') == None: 
+    if 'tz' not in meta:
+        meta['tz'] = '+0'
+        
+    #if meta.get('tz') == None: 
         #meta.loc['tz'] = '+0'
-        meta = meta.append({'tz': '+0'})
 
     if "albedo" not in weather_df.columns:
         #weather_df['albedo'] = 0.2 # new pandas cries with this. dumb.

From 17084cc46e02f473fc52e46eab07533f97bbf5d8 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 30 Aug 2024 18:32:13 -0600
Subject: [PATCH 024/109] simple pysam function

---
 pvdeg/standards.py                            |  82 +++++-
 pvdeg/utilities.py                            |  38 +++
 pvdeg/weather.py                              |   4 +-
 .../Pysam - Single Location.ipynb             | 262 ++++++++++++++++++
 4 files changed, 381 insertions(+), 5 deletions(-)
 create mode 100644 tutorials_and_tools/tutorials_and_tools/Pysam - Single Location.ipynb

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index e9988713..389c0eec 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -11,11 +11,16 @@
 from pathlib import Path
 from random import random
 from concurrent.futures import ProcessPoolExecutor, as_completed
+import PySAM.Pvwattsv8 as pv
 
 # from gaps import ProjectPoints
 
-from pvdeg import temperature, spectral, utilities, weather
-
+from pvdeg import (
+    temperature, 
+    spectral, 
+    utilities, 
+    weather,
+)
 
 def eff_gap_parameters(
     weather_df=None,
@@ -600,7 +605,6 @@ def vertical_POA(
         Annual AC energy
     lcoa_nom : float [cents/kWh]
         LCOE Levelized cost of energy nominal
-
     """
 
     import PySAM
@@ -707,3 +711,75 @@ def vertical_POA(
     df_res = pd.DataFrame.from_dict(res, orient="index").T
 
     return df_res
+
+def pysam( # no autotemplating
+    weather_df: pd.DataFrame,
+    meta: dict,
+    model: str,
+    model_default: str,
+    results: list[str] = None,
+) -> dict:
+    """
+    Run pySam simulation.
+
+    Parameters
+    -----------
+    weather_df: pd.DataFrame
+        DataFrame of weather data. As returned by ``pvdeg.weather.get``
+    meta: dict
+        Dictionary of metadata for the weather data. As returned by ``pvdeg.weather.get``
+    model: str
+        choose pySam module.
+
+            options: ``pvwatts8``, ``pysamv1``
+
+    results: list[str]
+        list of strings corresponding to pysam outputs.
+
+    Returns
+    -------
+    pysam_res: dict
+        dictionary of outputs
+
+    """
+    import PySAM.Pvwattsv8 as pv8
+    import PySAM.Pvsamv1 as pv1
+    import PySAM.Utilityrate5 as ur
+
+    weather_df = utilities.add_time_columns_tmy(weather_df=weather_df)
+
+    solar_resource = {
+        'lat': meta['latitude'],
+        'lon': meta['longitude'],
+        'tz': meta['tz'] if 'tz' in meta.keys() else 0,
+        'elev': meta['altitude'],
+        'year': list(weather_df['Year']),
+        'month': list(weather_df['Month']),
+        'day': list(weather_df['Day']),
+        'hour': list(weather_df['Hour']),
+        'minute': list(weather_df['Minute']),
+        'dn': list(weather_df['dni']),
+        'df': list(weather_df['dhi']),
+        'wspd': list(weather_df['wind_speed']),
+        'tdry': list(weather_df['temp_air']),
+        'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
+    }
+
+    # https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html
+    # https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html
+    if model == "pvwatts8": 
+        pysam_model = pv8.default(model_default) # PVWattsCommerical
+    elif model == "pysamv1":
+        pysam_model = pv1.default(model_default) # FlatPlatePVCommercial
+
+    pysam_model.SolarResource.solar_resource_data = solar_resource
+    pysam_model.execute()
+    outputs = pysam_model.Outputs.export()
+
+    if not results:
+        return outputs
+
+    pysam_res = {}
+    for key in results:
+        pysam_res[key] = outputs[key]
+    return pysam_res
\ No newline at end of file
diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index 6379b851..59fabf6b 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -471,3 +471,41 @@ def tilt_azimuth_scan(
     print("\r                     ", end="")
     print("\r", end="")
     return tilt_azimuth_series
+
+def add_time_columns_tmy(weather_df, coerce_year=1979):
+    """
+    Add time columns to a tmy weather dataframe.
+
+    Parameters:
+    -----------
+    weather_df: pd.DataFrame
+        tmy weather dataframe containing 8760 rows.
+    coerce_year: int
+        year to set the dataframe to.
+
+    Returns:
+    --------
+    weather_df: pd.DataFrame
+        dataframe with columns added new columns will be 
+
+        ``'Year', 'Month', 'Day', 'Hour', 'Minute'``
+    """
+
+    weather_df = weather_df.reset_index(drop=True)    
+
+    date_range = pd.date_range(
+        start=f'{coerce_year}-01-01 00:00:00', 
+        end=f'{coerce_year}-12-31 23:00:00', 
+        freq='h'
+    )
+
+    df = pd.DataFrame({
+        'Year': date_range.year,
+        'Month': date_range.month,
+        'Day': date_range.day,
+        'Hour': date_range.hour,
+        'Minute': date_range.minute
+    })
+
+    weather_df = pd.concat([weather_df, df], axis=1)
+    return weather_df
\ No newline at end of file
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index fac9bbb1..9e1587a1 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -22,7 +22,7 @@ def get(database, id=None, geospatial=False, **kwargs):
     Load weather data directly from  NSRDB or through any other PVLIB i/o
     tools function
 
-    Parameters:
+    Parameters
     -----------
     database : (str)
         'NSRDB' or 'PVGIS'
@@ -38,7 +38,7 @@ def get(database, id=None, geospatial=False, **kwargs):
         Additional keyword arguments to pass to the get_weather function
         (see pvlib.iotools.get_psm3 for PVGIS, and get_NSRDB for NSRDB)
 
-    Returns:
+    Returns
     --------
     weather_df : (pd.DataFrame)
         DataFrame of weather data
diff --git a/tutorials_and_tools/tutorials_and_tools/Pysam - Single Location.ipynb b/tutorials_and_tools/tutorials_and_tools/Pysam - Single Location.ipynb
new file mode 100644
index 00000000..7726b2cd
--- /dev/null
+++ b/tutorials_and_tools/tutorials_and_tools/Pysam - Single Location.ipynb	
@@ -0,0 +1,262 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "import numpy as np"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weather, meta = pvdeg.weather.get(database=\"PVGIS\", id=(40.633365593159226, -73.9945801019899))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'annual_energy': 741255.4755578301}"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pvdeg.standards.pysam(\n",
+    "    weather_df=weather,\n",
+    "    meta=meta,\n",
+    "    model=\"pvwatts8\",\n",
+    "    model_default=\"PVWattsCommercial\",\n",
+    "    results=[\"annual_energy\"],\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "dict_keys(['ac_gross', 'ac_lifetime_loss', 'ac_perf_adj_loss', 'ac_transmission_loss', 'ac_wiring_loss', 'airmass', 'alb', 'annual_ac_gross', 'annual_ac_inv_clip_loss_percent', 'annual_ac_inv_eff_loss_percent', 'annual_ac_inv_pnt_loss_percent', 'annual_ac_inv_pso_loss_percent', 'annual_ac_lifetime_loss_percent', 'annual_ac_loss_ond', 'annual_ac_perf_adj_loss_percent', 'annual_ac_wiring_loss', 'annual_ac_wiring_loss_percent', 'annual_bifacial_electrical_mismatch', 'annual_bifacial_electrical_mismatch_percent', 'annual_dc_diodes_loss', 'annual_dc_diodes_loss_percent', 'annual_dc_gross', 'annual_dc_inv_tdc_loss_percent', 'annual_dc_invmppt_loss', 'annual_dc_lifetime_loss_percent', 'annual_dc_loss_ond', 'annual_dc_mismatch_loss', 'annual_dc_mismatch_loss_percent', 'annual_dc_module_loss_percent', 'annual_dc_mppt_clip_loss_percent', 'annual_dc_nameplate_loss', 'annual_dc_nameplate_loss_percent', 'annual_dc_net', 'annual_dc_nominal', 'annual_dc_optimizer_loss', 'annual_dc_optimizer_loss_percent', 'annual_dc_perf_adj_loss_percent', 'annual_dc_snow_loss_percent', 'annual_dc_tracking_loss', 'annual_dc_tracking_loss_percent', 'annual_dc_wiring_loss', 'annual_dc_wiring_loss_percent', 'annual_energy', 'annual_energy_distribution_time', 'annual_gh', 'annual_ground_absorbed', 'annual_ground_absorbed_percent', 'annual_ground_incident', 'annual_ground_incident_percent', 'annual_inv_cliploss', 'annual_inv_pntloss', 'annual_inv_psoloss', 'annual_inv_tdcloss', 'annual_poa_beam_eff', 'annual_poa_beam_nom', 'annual_poa_cover_loss_percent', 'annual_poa_eff', 'annual_poa_front', 'annual_poa_nom', 'annual_poa_rear', 'annual_poa_rear_direct_diffuse', 'annual_poa_rear_gain_percent', 'annual_poa_rear_ground_reflected', 'annual_poa_rear_rack_shaded', 'annual_poa_rear_row_reflections', 'annual_poa_rear_self_shaded', 'annual_poa_rear_soiled', 'annual_poa_shaded', 'annual_poa_shaded_soiled', 'annual_poa_shading_loss_percent', 'annual_poa_soiling_loss_percent', 'annual_rack_shaded_percent', 'annual_rear_direct_diffuse_percent', 'annual_rear_ground_reflected_percent', 'annual_rear_row_reflections_percent', 'annual_rear_self_shaded_percent', 'annual_rear_soiled_percent', 'annual_subarray1_dc_diodes_loss', 'annual_subarray1_dc_gross', 'annual_subarray1_dc_mismatch_loss', 'annual_subarray1_dc_nameplate_loss', 'annual_subarray1_dc_tracking_loss', 'annual_subarray1_dc_wiring_loss', 'annual_total_loss_percent', 'annual_transmission_loss', 'annual_transmission_loss_percent', 'annual_xfmr_loss_percent', 'bifacial_electrical_mismatch', 'capacity_factor', 'capacity_factor_ac', 'dc_degrade_factor', 'dc_invmppt_loss', 'dc_lifetime_loss', 'dc_net', 'dc_snow_loss', 'df', 'dn', 'elev', 'gen', 'gh', 'gh_calc', 'ground_absorbed', 'ground_incident', 'inv_cliploss', 'inv_eff', 'inv_pntloss', 'inv_psoloss', 'inv_tdcloss', 'inv_total_loss', 'inverterMPPT1_DCVoltage', 'kwh_per_kw', 'lat', 'lon', 'monthly_dc', 'monthly_energy', 'monthly_poa_beam_eff', 'monthly_poa_beam_nom', 'monthly_poa_eff', 'monthly_poa_front', 'monthly_poa_nom', 'monthly_poa_rear', 'nameplate_dc_rating', 'performance_ratio', 'poa_beam_eff', 'poa_beam_nom', 'poa_eff', 'poa_front', 'poa_nom', 'poa_rear', 'poa_rear_direct_diffuse', 'poa_rear_ground_reflected', 'poa_rear_rack_shaded', 'poa_rear_row_reflections', 'poa_rear_self_shaded', 'poa_rear_soiled', 'poa_shaded', 'poa_shaded_soiled', 'shadedb_subarray1_shade_frac', 'sixpar_Adj', 'sixpar_Il', 'sixpar_Io', 'sixpar_Rs', 'sixpar_Rsh', 'sixpar_a', 'snowdepth', 'sol_alt', 'sol_azi', 'sol_zen', 'subarray1_aoi', 'subarray1_aoi_modifier', 'subarray1_axisrot', 'subarray1_beam_shading_factor', 'subarray1_celltemp', 'subarray1_celltempSS', 'subarray1_dc_gross', 'subarray1_dc_voltage', 'subarray1_dcloss', 'subarray1_ground_rear_spatial', 'subarray1_idealrot', 'subarray1_isc', 'subarray1_linear_derate', 'subarray1_modeff', 'subarray1_poa_beam_front_cs', 'subarray1_poa_diffuse_front_cs', 'subarray1_poa_eff', 'subarray1_poa_eff_beam', 'subarray1_poa_eff_diff', 'subarray1_poa_front', 'subarray1_poa_ground_front_cs', 'subarray1_poa_nom', 'subarray1_poa_rear', 'subarray1_poa_rear_cs', 'subarray1_poa_rear_spatial', 'subarray1_poa_shaded', 'subarray1_poa_shaded_soiled', 'subarray1_soiling_derate', 'subarray1_ss_derate', 'subarray1_ss_diffuse_derate', 'subarray1_ss_reflected_derate', 'subarray1_surf_azi', 'subarray1_surf_tilt', 'subarray1_voc', 'sunpos_hour', 'sunup', 'tdry', 'ts_shift_hours', 'tz', 'wfpoa', 'wspd', 'xfmr_ll_ts', 'xfmr_ll_year1', 'xfmr_loss_ts', 'xfmr_loss_year1', 'xfmr_nll_ts', 'xfmr_nll_year1'])"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "out_dict = pvdeg.standards.pysam(\n",
+    "    weather_df=weather,\n",
+    "    meta=meta,\n",
+    "    model=\"pysamv1\",\n",
+    "    model_default=\"FlatPlatePVCommercial\",\n",
+    ")\n",
+    "out_dict.keys()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "ac_gross\n",
+      "ac_lifetime_loss\n",
+      "ac_perf_adj_loss\n",
+      "ac_transmission_loss\n",
+      "ac_wiring_loss\n",
+      "airmass\n",
+      "alb\n",
+      "annual_energy_distribution_time\n",
+      "bifacial_electrical_mismatch\n",
+      "dc_degrade_factor\n",
+      "dc_invmppt_loss\n",
+      "dc_lifetime_loss\n",
+      "dc_net\n",
+      "dc_snow_loss\n",
+      "df\n",
+      "dn\n",
+      "gen\n",
+      "gh\n",
+      "gh_calc\n",
+      "ground_absorbed\n",
+      "ground_incident\n",
+      "inv_cliploss\n",
+      "inv_eff\n",
+      "inv_pntloss\n",
+      "inv_psoloss\n",
+      "inv_tdcloss\n",
+      "inv_total_loss\n",
+      "inverterMPPT1_DCVoltage\n",
+      "monthly_dc\n",
+      "monthly_energy\n",
+      "monthly_poa_beam_eff\n",
+      "monthly_poa_beam_nom\n",
+      "monthly_poa_eff\n",
+      "monthly_poa_front\n",
+      "monthly_poa_nom\n",
+      "monthly_poa_rear\n",
+      "poa_beam_eff\n",
+      "poa_beam_nom\n",
+      "poa_eff\n",
+      "poa_front\n",
+      "poa_nom\n",
+      "poa_rear\n",
+      "poa_rear_direct_diffuse\n",
+      "poa_rear_ground_reflected\n",
+      "poa_rear_rack_shaded\n",
+      "poa_rear_row_reflections\n",
+      "poa_rear_self_shaded\n",
+      "poa_rear_soiled\n",
+      "poa_shaded\n",
+      "poa_shaded_soiled\n",
+      "shadedb_subarray1_shade_frac\n",
+      "snowdepth\n",
+      "sol_alt\n",
+      "sol_azi\n",
+      "sol_zen\n",
+      "subarray1_aoi\n",
+      "subarray1_aoi_modifier\n",
+      "subarray1_axisrot\n",
+      "subarray1_beam_shading_factor\n",
+      "subarray1_celltemp\n",
+      "subarray1_celltempSS\n",
+      "subarray1_dc_gross\n",
+      "subarray1_dc_voltage\n",
+      "subarray1_ground_rear_spatial\n",
+      "subarray1_idealrot\n",
+      "subarray1_isc\n",
+      "subarray1_linear_derate\n",
+      "subarray1_modeff\n",
+      "subarray1_poa_beam_front_cs\n",
+      "subarray1_poa_diffuse_front_cs\n",
+      "subarray1_poa_eff\n",
+      "subarray1_poa_eff_beam\n",
+      "subarray1_poa_eff_diff\n",
+      "subarray1_poa_front\n",
+      "subarray1_poa_ground_front_cs\n",
+      "subarray1_poa_nom\n",
+      "subarray1_poa_rear\n",
+      "subarray1_poa_rear_cs\n",
+      "subarray1_poa_rear_spatial\n",
+      "subarray1_poa_shaded\n",
+      "subarray1_poa_shaded_soiled\n",
+      "subarray1_soiling_derate\n",
+      "subarray1_ss_derate\n",
+      "subarray1_ss_diffuse_derate\n",
+      "subarray1_ss_reflected_derate\n",
+      "subarray1_surf_azi\n",
+      "subarray1_surf_tilt\n",
+      "subarray1_voc\n",
+      "sunpos_hour\n",
+      "sunup\n",
+      "tdry\n",
+      "wfpoa\n",
+      "wspd\n",
+      "xfmr_ll_ts\n",
+      "xfmr_loss_ts\n",
+      "xfmr_nll_ts\n"
+     ]
+    }
+   ],
+   "source": [
+    "for key, item in out_dict.items():\n",
+    "    if isinstance(item, tuple):\n",
+    "        print(key)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "subarray1_poa_ground_front_cs  \n",
+    "subarray1_ground_rear_spatial"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "x = out_dict['subarray1_ground_rear_spatial'][0] # these are the distances where the calculations are done\n",
+    "\n",
+    "data = out_dict['subarray1_ground_rear_spatial'][1:]\n",
+    "row = data[15] "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "row_arr = np.array(row)\n",
+    "plot = sns.heatmap([row_arr], square=True, cmap='magma')\n",
+    "\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "fem_diff",
+   "language": "python",
+   "name": "fem_diff"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

From cb0c024a5493121b06d9ea759c5951975d61d77d Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 6 Sep 2024 18:29:30 -0600
Subject: [PATCH 025/109] Create pysam tutorial

---
 pvdeg/standards.py                            |   6 +-
 .../Monte Carlo - Arrhenius.ipynb             |   2 +-
 .../tutorials_and_tools/PYSam.ipynb           | 370 ++++++++++++++++++
 3 files changed, 374 insertions(+), 4 deletions(-)
 create mode 100644 tutorials_and_tools/tutorials_and_tools/PYSam.ipynb

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 389c0eec..ba2a6090 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -11,7 +11,6 @@
 from pathlib import Path
 from random import random
 from concurrent.futures import ProcessPoolExecutor, as_completed
-import PySAM.Pvwattsv8 as pv
 
 # from gaps import ProjectPoints
 
@@ -712,7 +711,8 @@ def vertical_POA(
 
     return df_res
 
-def pysam( # no autotemplating
+# this may only work with PVGIS
+def pysam(
     weather_df: pd.DataFrame,
     meta: dict,
     model: str,
@@ -744,7 +744,7 @@ def pysam( # no autotemplating
     """
     import PySAM.Pvwattsv8 as pv8
     import PySAM.Pvsamv1 as pv1
-    import PySAM.Utilityrate5 as ur
+    import json
 
     weather_df = utilities.add_time_columns_tmy(weather_df=weather_df)
 
diff --git a/tutorials_and_tools/tutorials_and_tools/Monte Carlo - Arrhenius.ipynb b/tutorials_and_tools/tutorials_and_tools/Monte Carlo - Arrhenius.ipynb
index 2cdfe29a..3f2c96f4 100644
--- a/tutorials_and_tools/tutorials_and_tools/Monte Carlo - Arrhenius.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Monte Carlo - Arrhenius.ipynb	
@@ -445,7 +445,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.7"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,
diff --git a/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
new file mode 100644
index 00000000..4f87c19e
--- /dev/null
+++ b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
@@ -0,0 +1,370 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Pysam\n",
+    "\n",
+    "rundown on pysam...\n",
+    "\n",
+    "https://nrel-pysam.readthedocs.io/en/main/inputs-from-sam.html"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weather_db = 'PSM3'\n",
+    "weather_id = (25.783388, -80.189029)\n",
+    "weather_arg = {\n",
+    "    'api_key': 'DEMO_KEY',\n",
+    "    'email': 'user@mail.com',\n",
+    "    'names': 'tmy',\n",
+    "    'attributes': [],\n",
+    "    'map_variables': True\n",
+    "    }\n",
+    "\n",
+    "weather_nsrdb, meta_nsrdb = pvdeg.weather.get(weather_db, weather_id, **weather_arg)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weather_pvigs, meta_pvgis = pvdeg.weather.get(database=\"PVGIS\", id=(25.783388, -80.189029))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>temp_air</th>\n",
+       "      <th>relative_humidity</th>\n",
+       "      <th>ghi</th>\n",
+       "      <th>dni</th>\n",
+       "      <th>dhi</th>\n",
+       "      <th>IR(h)</th>\n",
+       "      <th>wind_speed</th>\n",
+       "      <th>wind_direction</th>\n",
+       "      <th>pressure</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>time(UTC)</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>2006-01-01 00:00:00+00:00</th>\n",
+       "      <td>23.26</td>\n",
+       "      <td>47.01</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>22.89</td>\n",
+       "      <td>3.54</td>\n",
+       "      <td>169.0</td>\n",
+       "      <td>101639.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2006-01-01 01:00:00+00:00</th>\n",
+       "      <td>23.07</td>\n",
+       "      <td>54.77</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>24.45</td>\n",
+       "      <td>3.51</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>101669.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2006-01-01 02:00:00+00:00</th>\n",
+       "      <td>22.87</td>\n",
+       "      <td>62.53</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>26.02</td>\n",
+       "      <td>3.47</td>\n",
+       "      <td>174.0</td>\n",
+       "      <td>101679.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2006-01-01 03:00:00+00:00</th>\n",
+       "      <td>22.68</td>\n",
+       "      <td>70.30</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>27.58</td>\n",
+       "      <td>3.43</td>\n",
+       "      <td>173.0</td>\n",
+       "      <td>101709.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2006-01-01 04:00:00+00:00</th>\n",
+       "      <td>22.49</td>\n",
+       "      <td>78.06</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>29.14</td>\n",
+       "      <td>3.39</td>\n",
+       "      <td>170.0</td>\n",
+       "      <td>101689.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>...</th>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "      <td>...</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2008-12-31 19:00:00+00:00</th>\n",
+       "      <td>24.24</td>\n",
+       "      <td>8.19</td>\n",
+       "      <td>468.0</td>\n",
+       "      <td>386.74</td>\n",
+       "      <td>241.0</td>\n",
+       "      <td>15.07</td>\n",
+       "      <td>3.74</td>\n",
+       "      <td>318.0</td>\n",
+       "      <td>101490.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2008-12-31 20:00:00+00:00</th>\n",
+       "      <td>24.04</td>\n",
+       "      <td>15.95</td>\n",
+       "      <td>344.0</td>\n",
+       "      <td>318.58</td>\n",
+       "      <td>193.0</td>\n",
+       "      <td>16.63</td>\n",
+       "      <td>3.70</td>\n",
+       "      <td>322.0</td>\n",
+       "      <td>101410.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2008-12-31 21:00:00+00:00</th>\n",
+       "      <td>23.85</td>\n",
+       "      <td>23.72</td>\n",
+       "      <td>288.0</td>\n",
+       "      <td>684.34</td>\n",
+       "      <td>71.0</td>\n",
+       "      <td>18.20</td>\n",
+       "      <td>3.66</td>\n",
+       "      <td>326.0</td>\n",
+       "      <td>101430.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2008-12-31 22:00:00+00:00</th>\n",
+       "      <td>23.65</td>\n",
+       "      <td>31.48</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>370.06</td>\n",
+       "      <td>50.0</td>\n",
+       "      <td>19.76</td>\n",
+       "      <td>3.62</td>\n",
+       "      <td>336.0</td>\n",
+       "      <td>101490.0</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2008-12-31 23:00:00+00:00</th>\n",
+       "      <td>23.46</td>\n",
+       "      <td>39.24</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>0.00</td>\n",
+       "      <td>0.0</td>\n",
+       "      <td>21.32</td>\n",
+       "      <td>3.58</td>\n",
+       "      <td>353.0</td>\n",
+       "      <td>101490.0</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>8760 rows × 9 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "                           temp_air  relative_humidity    ghi     dni    dhi  \\\n",
+       "time(UTC)                                                                      \n",
+       "2006-01-01 00:00:00+00:00     23.26              47.01    0.0    0.00    0.0   \n",
+       "2006-01-01 01:00:00+00:00     23.07              54.77    0.0    0.00    0.0   \n",
+       "2006-01-01 02:00:00+00:00     22.87              62.53    0.0    0.00    0.0   \n",
+       "2006-01-01 03:00:00+00:00     22.68              70.30    0.0    0.00    0.0   \n",
+       "2006-01-01 04:00:00+00:00     22.49              78.06    0.0    0.00    0.0   \n",
+       "...                             ...                ...    ...     ...    ...   \n",
+       "2008-12-31 19:00:00+00:00     24.24               8.19  468.0  386.74  241.0   \n",
+       "2008-12-31 20:00:00+00:00     24.04              15.95  344.0  318.58  193.0   \n",
+       "2008-12-31 21:00:00+00:00     23.85              23.72  288.0  684.34   71.0   \n",
+       "2008-12-31 22:00:00+00:00     23.65              31.48   97.0  370.06   50.0   \n",
+       "2008-12-31 23:00:00+00:00     23.46              39.24    0.0    0.00    0.0   \n",
+       "\n",
+       "                           IR(h)  wind_speed  wind_direction  pressure  \n",
+       "time(UTC)                                                               \n",
+       "2006-01-01 00:00:00+00:00  22.89        3.54           169.0  101639.0  \n",
+       "2006-01-01 01:00:00+00:00  24.45        3.51           173.0  101669.0  \n",
+       "2006-01-01 02:00:00+00:00  26.02        3.47           174.0  101679.0  \n",
+       "2006-01-01 03:00:00+00:00  27.58        3.43           173.0  101709.0  \n",
+       "2006-01-01 04:00:00+00:00  29.14        3.39           170.0  101689.0  \n",
+       "...                          ...         ...             ...       ...  \n",
+       "2008-12-31 19:00:00+00:00  15.07        3.74           318.0  101490.0  \n",
+       "2008-12-31 20:00:00+00:00  16.63        3.70           322.0  101410.0  \n",
+       "2008-12-31 21:00:00+00:00  18.20        3.66           326.0  101430.0  \n",
+       "2008-12-31 22:00:00+00:00  19.76        3.62           336.0  101490.0  \n",
+       "2008-12-31 23:00:00+00:00  21.32        3.58           353.0  101490.0  \n",
+       "\n",
+       "[8760 rows x 9 columns]"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "weather_pvigs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from pvdeg import utilities\n",
+    "weather_df = weather_pvigs\n",
+    "meta = meta_pvgis\n",
+    "model = \"pysamv1\"\n",
+    "model_default = 'FlatPlatePVCommercial'\n",
+    "# ARGS ================================\n",
+    "\n",
+    "import PySAM.Pvwattsv8 as pv8\n",
+    "import PySAM.Pvsamv1 as pv1\n",
+    "import PySAM.Utilityrate5 as UtilityRate\n",
+    "import PySAM.Grid as Grid \n",
+    "import PySAM.Cashloan as Cashloan\n",
+    "import json\n",
+    "\n",
+    "weather_df = utilities.add_time_columns_tmy(weather_df=weather_df)\n",
+    "\n",
+    "# load defaults from jsons\n",
+    "\n",
+    "\n",
+    "# https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html\n",
+    "# https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html\n",
+    "if model == \"pvwatts8\": \n",
+    "    pysam_model = pv8.default(model_default) # PVWattsCommerical\n",
+    "elif model == \"pysamv1\":\n",
+    "    pysam_model = pv1.default(model_default) # FlatPlatePVCommercial\n",
+    "\n",
+    "if True: # add check args\n",
+    "    grid = Grid.from_existing(pysam_model)\n",
+    "    ur = UtilityRate.from_existing(pysam_model)\n",
+    "    cl = Cashloan.from_existing(pysam_model)\n",
+    "\n",
+    "\n",
+    "solar_resource = {\n",
+    "    'lat': meta['latitude'],\n",
+    "    'lon': meta['longitude'],\n",
+    "    'tz': meta['tz'] if 'tz' in meta.keys() else 0,\n",
+    "    'elev': meta['altitude'],\n",
+    "    'year': list(weather_df['Year']),\n",
+    "    'month': list(weather_df['Month']),\n",
+    "    'day': list(weather_df['Day']),\n",
+    "    'hour': list(weather_df['Hour']),\n",
+    "    'minute': list(weather_df['Minute']),\n",
+    "    'dn': list(weather_df['dni']),\n",
+    "    'df': list(weather_df['dhi']),\n",
+    "    'wspd': list(weather_df['wind_speed']),\n",
+    "    'tdry': list(weather_df['temp_air']),\n",
+    "    'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df) # this could be done more wisely\n",
+    "}\n",
+    "\n",
+    "pysam_model.SolarResource.solar_resource_data = solar_resource\n",
+    "pysam_model.execute()\n",
+    "outputs = pysam_model.Outputs.export()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "outputs['annual_energy']"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "fem_diff",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

From 08fcc4e758cd0cb0fbbafe493d23f0a0002fee91 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 6 Sep 2024 19:32:10 -0600
Subject: [PATCH 026/109] Trivial Geospatial Pysam using pvwatts8

---
 pvdeg/standards.py                            |  36 +-
 pvdeg/utilities.py                            |  45 +++
 .../tutorials_and_tools/PYSam.ipynb           | 334 +++---------------
 3 files changed, 126 insertions(+), 289 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 3a985428..5709ad50 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -671,6 +671,7 @@ def vertical_POA(
     lcoa_nom : float [cents/kWh]
         LCOE Levelized cost of energy nominal
     """
+    return
 
     import PySAM
     import PySAM.Pvsamv1 as PV
@@ -834,7 +835,7 @@ def pysam(
     # https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html
     # https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html
     if model == "pvwatts8": 
-        pysam_model = pv8.default(model_default) # PVWattsCommerical
+        pysam_model = pv8.default(model_default) # PVWattsCommercial
     elif model == "pysamv1":
         pysam_model = pv1.default(model_default) # FlatPlatePVCommercial
 
@@ -848,4 +849,35 @@ def pysam(
     pysam_res = {}
     for key in results:
         pysam_res[key] = outputs[key]
-    return pysam_res
\ No newline at end of file
+    return pysam_res
+
+def pysam_hourly_trivial(weather_df, meta):
+
+    import PySAM.Pvwattsv8 as pv8
+
+    weather_df = weather_df.reset_index(drop=True)
+    weather_df = utilities.add_time_columns_tmy(weather_df) # only supports hourly data
+    
+    sr = {
+        'lat': meta['latitude'],
+        'lon': meta['longitude'],
+        'tz': meta['tz'] if 'tz' in meta.keys() else 0,
+        'elev': meta['altitude'],
+        'year': list(weather_df['Year']),
+        'month': list(weather_df['Month']),
+        'day': list(weather_df['Day']),
+        'hour': list(weather_df['Hour']),
+        'minute': list(weather_df['Minute']),
+        'dn': list(weather_df['dni']),
+        'df': list(weather_df['dhi']),
+        'wspd': list(weather_df['wind_speed']),
+        'tdry': list(weather_df['temp_air']),
+        'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
+    }
+    
+    model = pv8.default("PVWattsCommercial")
+    model.SolarResource.solar_resource_data = sr
+    model.execute()
+    outputs = model.Outputs.export()
+
+    return outputs
\ No newline at end of file
diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index e5f448b2..ccc95547 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -1257,3 +1257,48 @@ def compare_templates(
             return False
 
     return True
+
+def add_time_columns_tmy(weather_df, coerce_year=1979):
+    """
+    Add time columns to a tmy weather dataframe.
+
+    Parameters:
+    -----------
+    weather_df: pd.DataFrame
+        tmy weather dataframe containing 8760 rows.
+    coerce_year: int
+        year to set the dataframe to.
+
+    Returns:
+    --------
+    weather_df: pd.DataFrame
+        dataframe with columns added new columns will be 
+
+        ``'Year', 'Month', 'Day', 'Hour', 'Minute'``
+    """
+
+    weather_df = weather_df.reset_index(drop=True)    
+
+    if len(weather_df) == 8760:
+        freq = 'h'
+    elif len(weather_df) == 17520:
+        freq = '30min'
+    else:
+        raise ValueError("weather df must be in 1 hour or 30 minute intervals")
+
+    date_range = pd.date_range(
+        start=f'{coerce_year}-01-01 00:00:00', 
+        end=f'{coerce_year}-12-31 23:45:00', # 15 minute internval is highest granularity
+        freq=freq
+    )
+
+    df = pd.DataFrame({
+        'Year': date_range.year,
+        'Month': date_range.month,
+        'Day': date_range.day,
+        'Hour': date_range.hour,
+        'Minute': date_range.minute
+    })
+
+    weather_df = pd.concat([weather_df, df], axis=1)
+    return weather_df
\ No newline at end of file
diff --git a/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
index 4f87c19e..438db51e 100644
--- a/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
+++ b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
@@ -6,7 +6,11 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "import pvdeg"
+    "import pvdeg\n",
+    "from pvdeg import TEST_DATA_DIR\n",
+    "import pandas as pd\n",
+    "import os\n",
+    "import pickle"
    ]
   },
   {
@@ -22,318 +26,66 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
-    "weather_db = 'PSM3'\n",
-    "weather_id = (25.783388, -80.189029)\n",
-    "weather_arg = {\n",
-    "    'api_key': 'DEMO_KEY',\n",
-    "    'email': 'user@mail.com',\n",
-    "    'names': 'tmy',\n",
-    "    'attributes': [],\n",
-    "    'map_variables': True\n",
-    "    }\n",
-    "\n",
-    "weather_nsrdb, meta_nsrdb = pvdeg.weather.get(weather_db, weather_id, **weather_arg)"
+    "weather_pvgis, meta_pvgis = pvdeg.weather.get(database=\"PVGIS\", id=(25.783388, -80.189029))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
-    "weather_pvigs, meta_pvgis = pvdeg.weather.get(database=\"PVGIS\", id=(25.783388, -80.189029))"
+    "results = pvdeg.standards.pysam_hourly_trivial(\n",
+    "    weather_df=weather_pvgis,\n",
+    "    meta=meta_pvgis,\n",
+    ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>temp_air</th>\n",
-       "      <th>relative_humidity</th>\n",
-       "      <th>ghi</th>\n",
-       "      <th>dni</th>\n",
-       "      <th>dhi</th>\n",
-       "      <th>IR(h)</th>\n",
-       "      <th>wind_speed</th>\n",
-       "      <th>wind_direction</th>\n",
-       "      <th>pressure</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>time(UTC)</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>2006-01-01 00:00:00+00:00</th>\n",
-       "      <td>23.26</td>\n",
-       "      <td>47.01</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>22.89</td>\n",
-       "      <td>3.54</td>\n",
-       "      <td>169.0</td>\n",
-       "      <td>101639.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2006-01-01 01:00:00+00:00</th>\n",
-       "      <td>23.07</td>\n",
-       "      <td>54.77</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>24.45</td>\n",
-       "      <td>3.51</td>\n",
-       "      <td>173.0</td>\n",
-       "      <td>101669.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2006-01-01 02:00:00+00:00</th>\n",
-       "      <td>22.87</td>\n",
-       "      <td>62.53</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>26.02</td>\n",
-       "      <td>3.47</td>\n",
-       "      <td>174.0</td>\n",
-       "      <td>101679.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2006-01-01 03:00:00+00:00</th>\n",
-       "      <td>22.68</td>\n",
-       "      <td>70.30</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>27.58</td>\n",
-       "      <td>3.43</td>\n",
-       "      <td>173.0</td>\n",
-       "      <td>101709.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2006-01-01 04:00:00+00:00</th>\n",
-       "      <td>22.49</td>\n",
-       "      <td>78.06</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>29.14</td>\n",
-       "      <td>3.39</td>\n",
-       "      <td>170.0</td>\n",
-       "      <td>101689.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2008-12-31 19:00:00+00:00</th>\n",
-       "      <td>24.24</td>\n",
-       "      <td>8.19</td>\n",
-       "      <td>468.0</td>\n",
-       "      <td>386.74</td>\n",
-       "      <td>241.0</td>\n",
-       "      <td>15.07</td>\n",
-       "      <td>3.74</td>\n",
-       "      <td>318.0</td>\n",
-       "      <td>101490.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2008-12-31 20:00:00+00:00</th>\n",
-       "      <td>24.04</td>\n",
-       "      <td>15.95</td>\n",
-       "      <td>344.0</td>\n",
-       "      <td>318.58</td>\n",
-       "      <td>193.0</td>\n",
-       "      <td>16.63</td>\n",
-       "      <td>3.70</td>\n",
-       "      <td>322.0</td>\n",
-       "      <td>101410.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2008-12-31 21:00:00+00:00</th>\n",
-       "      <td>23.85</td>\n",
-       "      <td>23.72</td>\n",
-       "      <td>288.0</td>\n",
-       "      <td>684.34</td>\n",
-       "      <td>71.0</td>\n",
-       "      <td>18.20</td>\n",
-       "      <td>3.66</td>\n",
-       "      <td>326.0</td>\n",
-       "      <td>101430.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2008-12-31 22:00:00+00:00</th>\n",
-       "      <td>23.65</td>\n",
-       "      <td>31.48</td>\n",
-       "      <td>97.0</td>\n",
-       "      <td>370.06</td>\n",
-       "      <td>50.0</td>\n",
-       "      <td>19.76</td>\n",
-       "      <td>3.62</td>\n",
-       "      <td>336.0</td>\n",
-       "      <td>101490.0</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2008-12-31 23:00:00+00:00</th>\n",
-       "      <td>23.46</td>\n",
-       "      <td>39.24</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.00</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>21.32</td>\n",
-       "      <td>3.58</td>\n",
-       "      <td>353.0</td>\n",
-       "      <td>101490.0</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "<p>8760 rows × 9 columns</p>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                           temp_air  relative_humidity    ghi     dni    dhi  \\\n",
-       "time(UTC)                                                                      \n",
-       "2006-01-01 00:00:00+00:00     23.26              47.01    0.0    0.00    0.0   \n",
-       "2006-01-01 01:00:00+00:00     23.07              54.77    0.0    0.00    0.0   \n",
-       "2006-01-01 02:00:00+00:00     22.87              62.53    0.0    0.00    0.0   \n",
-       "2006-01-01 03:00:00+00:00     22.68              70.30    0.0    0.00    0.0   \n",
-       "2006-01-01 04:00:00+00:00     22.49              78.06    0.0    0.00    0.0   \n",
-       "...                             ...                ...    ...     ...    ...   \n",
-       "2008-12-31 19:00:00+00:00     24.24               8.19  468.0  386.74  241.0   \n",
-       "2008-12-31 20:00:00+00:00     24.04              15.95  344.0  318.58  193.0   \n",
-       "2008-12-31 21:00:00+00:00     23.85              23.72  288.0  684.34   71.0   \n",
-       "2008-12-31 22:00:00+00:00     23.65              31.48   97.0  370.06   50.0   \n",
-       "2008-12-31 23:00:00+00:00     23.46              39.24    0.0    0.00    0.0   \n",
-       "\n",
-       "                           IR(h)  wind_speed  wind_direction  pressure  \n",
-       "time(UTC)                                                               \n",
-       "2006-01-01 00:00:00+00:00  22.89        3.54           169.0  101639.0  \n",
-       "2006-01-01 01:00:00+00:00  24.45        3.51           173.0  101669.0  \n",
-       "2006-01-01 02:00:00+00:00  26.02        3.47           174.0  101679.0  \n",
-       "2006-01-01 03:00:00+00:00  27.58        3.43           173.0  101709.0  \n",
-       "2006-01-01 04:00:00+00:00  29.14        3.39           170.0  101689.0  \n",
-       "...                          ...         ...             ...       ...  \n",
-       "2008-12-31 19:00:00+00:00  15.07        3.74           318.0  101490.0  \n",
-       "2008-12-31 20:00:00+00:00  16.63        3.70           322.0  101410.0  \n",
-       "2008-12-31 21:00:00+00:00  18.20        3.66           326.0  101430.0  \n",
-       "2008-12-31 22:00:00+00:00  19.76        3.62           336.0  101490.0  \n",
-       "2008-12-31 23:00:00+00:00  21.32        3.58           353.0  101490.0  \n",
-       "\n",
-       "[8760 rows x 9 columns]"
-      ]
-     },
-     "execution_count": 3,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "weather_pvigs"
+    "def pysam_annual_energy(weather_df, meta):\n",
+    "    results = pvdeg.standards.pysam_hourly_trivial(\n",
+    "        weather_df=weather_pvgis,\n",
+    "        meta=meta_pvgis,\n",
+    "    )\n",
+    "\n",
+    "    return results['annual_energy']"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
-    "from pvdeg import utilities\n",
-    "weather_df = weather_pvigs\n",
-    "meta = meta_pvgis\n",
-    "model = \"pysamv1\"\n",
-    "model_default = 'FlatPlatePVCommercial'\n",
-    "# ARGS ================================\n",
-    "\n",
-    "import PySAM.Pvwattsv8 as pv8\n",
-    "import PySAM.Pvsamv1 as pv1\n",
-    "import PySAM.Utilityrate5 as UtilityRate\n",
-    "import PySAM.Grid as Grid \n",
-    "import PySAM.Cashloan as Cashloan\n",
-    "import json\n",
-    "\n",
-    "weather_df = utilities.add_time_columns_tmy(weather_df=weather_df)\n",
-    "\n",
-    "# load defaults from jsons\n",
-    "\n",
     "\n",
-    "# https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html\n",
-    "# https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html\n",
-    "if model == \"pvwatts8\": \n",
-    "    pysam_model = pv8.default(model_default) # PVWattsCommerical\n",
-    "elif model == \"pysamv1\":\n",
-    "    pysam_model = pv1.default(model_default) # FlatPlatePVCommercial\n",
+    "GEO_META = pd.read_csv(os.path.join(TEST_DATA_DIR, \"summit-meta.csv\"), index_col=0)\n",
     "\n",
-    "if True: # add check args\n",
-    "    grid = Grid.from_existing(pysam_model)\n",
-    "    ur = UtilityRate.from_existing(pysam_model)\n",
-    "    cl = Cashloan.from_existing(pysam_model)\n",
+    "with open(os.path.join(TEST_DATA_DIR, \"summit-weather.pkl\"), \"rb\") as f:\n",
+    "    GEO_WEATHER = pickle.load(f)  # unchunked\n",
     "\n",
+    "template = pvdeg.geospatial.output_template(\n",
+    "    \n",
+    "    ds_gids=GEO_WEATHER, \n",
+    "    shapes= {\n",
+    "        'Annual Energy': (\"gid\", ),\n",
+    "    }\n",
+    ")\n",
     "\n",
-    "solar_resource = {\n",
-    "    'lat': meta['latitude'],\n",
-    "    'lon': meta['longitude'],\n",
-    "    'tz': meta['tz'] if 'tz' in meta.keys() else 0,\n",
-    "    'elev': meta['altitude'],\n",
-    "    'year': list(weather_df['Year']),\n",
-    "    'month': list(weather_df['Month']),\n",
-    "    'day': list(weather_df['Day']),\n",
-    "    'hour': list(weather_df['Hour']),\n",
-    "    'minute': list(weather_df['Minute']),\n",
-    "    'dn': list(weather_df['dni']),\n",
-    "    'df': list(weather_df['dhi']),\n",
-    "    'wspd': list(weather_df['wind_speed']),\n",
-    "    'tdry': list(weather_df['temp_air']),\n",
-    "    'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df) # this could be done more wisely\n",
-    "}\n",
-    "\n",
-    "pysam_model.SolarResource.solar_resource_data = solar_resource\n",
-    "pysam_model.execute()\n",
-    "outputs = pysam_model.Outputs.export()"
+    "geo_res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds=GEO_WEATHER,\n",
+    "    meta_df=GEO_META,\n",
+    "    func=pysam_annual_energy,\n",
+    "    template=template\n",
+    ")"
    ]
   },
   {
@@ -342,7 +94,15 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "outputs['annual_energy']"
+    "weather_db = 'PSM3'\n",
+    "weather_id = (25.783388, -80.189029)\n",
+    "weather_arg = {'api_key': 'DEMO_KEY',\n",
+    "               'email': 'user@mail.com',\n",
+    "               'names': 'tmy',\n",
+    "               'attributes': [],\n",
+    "               'map_variables': True}\n",
+    "\n",
+    "weather_df, meta = pvdeg.weather.get(weather_db, weather_id, **weather_arg)"
    ]
   }
  ],

From 98f1560d107ec9cffff6b822f9295294f3347a96 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 6 Sep 2024 19:58:29 -0600
Subject: [PATCH 027/109] geospatial pysam, all same results

---
 pvdeg/standards.py                            |   6 +-
 .../tutorials_and_tools/PYSam.ipynb           | 132 +++++++++++++++++-
 2 files changed, 133 insertions(+), 5 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 5709ad50..c3926f5d 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -853,7 +853,8 @@ def pysam(
 
 def pysam_hourly_trivial(weather_df, meta):
 
-    import PySAM.Pvwattsv8 as pv8
+    # import PySAM.Pvwattsv8 as pv8
+    import PySAM.Pvsamv1 as pv1
 
     weather_df = weather_df.reset_index(drop=True)
     weather_df = utilities.add_time_columns_tmy(weather_df) # only supports hourly data
@@ -875,7 +876,8 @@ def pysam_hourly_trivial(weather_df, meta):
         'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
     }
     
-    model = pv8.default("PVWattsCommercial")
+    # model = pv8.default("PVWattsCommercial")
+    model = pv1.default("FlatPlatePVCommercial")
     model.SolarResource.solar_resource_data = sr
     model.execute()
     outputs = model.Outputs.export()
diff --git a/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
index 438db51e..9178b566 100644
--- a/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
+++ b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
@@ -24,6 +24,13 @@
     "https://nrel-pysam.readthedocs.io/en/main/inputs-from-sam.html"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### PVGIS"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 2,
@@ -45,12 +52,20 @@
     ")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Local Geospatial"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
+    "# this is just a wrapper to grab the result we want\n",
     "def pysam_annual_energy(weather_df, meta):\n",
     "    results = pvdeg.standards.pysam_hourly_trivial(\n",
     "        weather_df=weather_pvgis,\n",
@@ -66,14 +81,12 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "\n",
     "GEO_META = pd.read_csv(os.path.join(TEST_DATA_DIR, \"summit-meta.csv\"), index_col=0)\n",
     "\n",
     "with open(os.path.join(TEST_DATA_DIR, \"summit-weather.pkl\"), \"rb\") as f:\n",
     "    GEO_WEATHER = pickle.load(f)  # unchunked\n",
     "\n",
     "template = pvdeg.geospatial.output_template(\n",
-    "    \n",
     "    ds_gids=GEO_WEATHER, \n",
     "    shapes= {\n",
     "        'Annual Energy': (\"gid\", ),\n",
@@ -93,6 +106,22 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
+   "source": [
+    "geo_res"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## NSRDB API\n",
+    "\n",
+    "broken"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
    "source": [
     "weather_db = 'PSM3'\n",
     "weather_id = (25.783388, -80.189029)\n",
@@ -104,6 +133,103 @@
     "\n",
     "weather_df, meta = pvdeg.weather.get(weather_db, weather_id, **weather_arg)"
    ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Geospatial Scenario"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "location_grabber = pvdeg.scenario.GeospatialScenario()\n",
+    "\n",
+    "location_grabber.addLocation(country=\"United States\", downsample_factor=80)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "location_grabber.plot_coords()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_weather, geo_meta = location_grabber.geospatial_data()\n",
+    "\n",
+    "template = pvdeg.geospatial.output_template(\n",
+    "    ds_gids=geo_weather, \n",
+    "    shapes= {\n",
+    "        'pysam_annual_energy': (\"gid\", ),\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "geo_res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=pysam_annual_energy, # using wrapper from before\n",
+    "    template=template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(geo_res, data_var=\"pysam_annual_energy\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {

From dda40c050a4eed192b901f203dc97d8d07ad1f6d Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Fri, 13 Sep 2024 20:01:25 +0000
Subject: [PATCH 028/109] Bump aiohttp from 3.9.5 to 3.10.2

Bumps [aiohttp](https://github.com/aio-libs/aiohttp) from 3.9.5 to 3.10.2.
- [Release notes](https://github.com/aio-libs/aiohttp/releases)
- [Changelog](https://github.com/aio-libs/aiohttp/blob/master/CHANGES.rst)
- [Commits](https://github.com/aio-libs/aiohttp/compare/v3.9.5...v3.10.2)

---
updated-dependencies:
- dependency-name: aiohttp
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pyproject.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pyproject.toml b/pyproject.toml
index 768ae444..6e9fc2d2 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -28,7 +28,7 @@ keywords = [
     "PV",
 ]
 dependencies = [
-    "aiohttp==3.9.5",
+    "aiohttp==3.10.2",
     "numpy==1.26.4",
     "pvlib==0.10.3",
     "scipy<1.14.0",

From 1b113c388303b588a556eca72cfb9a07e86c2459 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Sun, 15 Sep 2024 13:14:37 -0600
Subject: [PATCH 029/109] Sparse Interpolation QoL

---
 pvdeg/geospatial.py | 51 ++++++++++++++++++++++++++++++++++++++-------
 pvdeg/utilities.py  | 46 ++++++++++++++++++++++++++++++++++++++++
 2 files changed, 89 insertions(+), 8 deletions(-)

diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index d54877e5..fbbc234f 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -927,7 +927,7 @@ def elevation_stochastic_downselect(
 
 
 def interpolate_analysis(
-    result: xr.Dataset, data_var: str, method="nearest"
+    result: xr.Dataset, data_var: str, method="nearest", resolution=100j,
 ) -> Tuple[np.ndarray, np.ndarray, np.ndarray]:
     """
     Interpolate sparse spatial result data against DataArray coordinates.
@@ -935,6 +935,9 @@ def interpolate_analysis(
 
     Parameters:
     -----------
+    resolution: complex
+        Change the amount the input is interpolated.
+        For more interpolation set higher (200j is more than 100j)
 
     Result:
     -------
@@ -951,8 +954,8 @@ def interpolate_analysis(
     )  # probably a nicer way to do this
 
     grid_lat, grid_lon = np.mgrid[
-        df["latitude"].min() : df["latitude"].max() : 100j,
-        df["longitude"].min() : df["longitude"].max() : 100j,
+        df["latitude"].min() : df["latitude"].max() : resolution,
+        df["longitude"].min() : df["longitude"].max() : resolution,
     ]
 
     grid_z = griddata(data[:, 0:2], data[:, 2], xi=(grid_lat, grid_lon), method=method)
@@ -960,12 +963,42 @@ def interpolate_analysis(
     return grid_z, grid_lat, grid_lon
 
 
-def plot_sparse_analysis(result: xr.Dataset, data_var: str, method="nearest") -> None:
+# api could be updated to match that of plot_USA
+def plot_sparse_analysis(
+    result: xr.Dataset, 
+    data_var: str, 
+    method="nearest", 
+    resolution:complex=100j,
+    figsize:tuple=(10,8),
+) -> None:
+    """
+    Plot the output of a sparse geospatial analysis using interpolation.
+
+    Parameters
+    -----------
+    result: xr.Dataset
+        xarray dataset in memory containing coordinates['longitude', 'latitude'] and at least one datavariable.
+    data_var: str
+        name of datavariable to plot from result
+    method: str
+        interpolation method. 
+        Options: `'nearest', 'linear', 'cubic'`
+        See [`scipy.interpolate.griddata`](https://docs.scipy.org/doc/scipy/reference/generated/scipy.interpolate.griddata.html)
+    resolution: complex
+        Change the amount the input is interpolated.
+        For more interpolation set higher (200j is more than 100j)
+
+    Returns
+    -------
+    fig, ax: tuple
+        matplotlib figure and axes of plot
+    """
+
     grid_values, lat, lon = interpolate_analysis(
-        result=result, data_var=data_var, method=method
+        result=result, data_var=data_var, method=method, resolution=resolution
     )
 
-    fig = plt.figure()
+    fig = plt.figure(figsize=figsize)
     ax = fig.add_axes([0, 0, 1, 1], projection=ccrs.LambertConformal(), frameon=False)
     ax.patch.set_visible(False)
 
@@ -977,7 +1010,7 @@ def plot_sparse_analysis(result: xr.Dataset, data_var: str, method="nearest") ->
         origin="lower",
         cmap="viridis",
         transform=ccrs.PlateCarree(),
-    )  # should this be trnsposed
+    )
 
     shapename = "admin_1_states_provinces_lakes"
     states_shp = shpreader.natural_earth(
@@ -994,7 +1027,9 @@ def plot_sparse_analysis(result: xr.Dataset, data_var: str, method="nearest") ->
     cbar = plt.colorbar(img, ax=ax, orientation="vertical", fraction=0.02, pad=0.04)
     cbar.set_label("Value")
 
-    plt.title("Interpolated Heatmap")
+    plt.title(f"Interpolated Sparse Analysis, {data_var}")
     plt.xlabel("Longitude")
     plt.ylabel("Latitude")
     plt.show()
+
+    return fig, ax
\ No newline at end of file
diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index 2374df9b..d7ca6544 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -1262,3 +1262,49 @@ def compare_templates(
             return False
 
     return True
+
+def merge_sparse(files: list[str])->xr.Dataset:
+    """
+    Merge an arbitrary number of geospatial analysis results. 
+    Creates monotonically increasing indicies.
+
+    Uses `engine='h5netcdf'` for reliability, use h5netcdf to save your results to netcdf files.
+
+    Parameters
+    -----------
+    files: list[str]
+        A list of strings representing filepaths to netcdf (.nc) files.
+        Each file must have the same coordinates, `['latitude','longitude']` and identical datavariables.
+
+    Returns
+    -------
+    merged_ds: xr.Dataset
+        Dataset (in memory) with `coordinates = ['latitude','longitude']` and datavariables matching files in 
+        filepaths list.
+    """
+
+    datasets = [xr.open_dataset(fp, engine='h5netcdf').compute() for fp in files]
+
+    latitudes = np.concatenate([ds.latitude.values for ds in datasets])
+    longitudes = np.concatenate([ds.longitude.values for ds in datasets])
+    unique_latitudes = np.sort(np.unique(latitudes))
+    unique_longitudes = np.sort(np.unique(longitudes))
+
+    data_vars = datasets[0].data_vars
+
+    merged_ds = xr.Dataset(
+        {var: (['latitude', 'longitude'], np.full((len(unique_latitudes), len(unique_longitudes)), np.nan)) for var in data_vars},
+        coords={
+            'latitude': unique_latitudes,
+            'longitude': unique_longitudes
+        }
+    )
+
+    for ds in datasets:
+        lat_inds = np.searchsorted(unique_latitudes, ds.latitude.values)
+        lon_inds = np.searchsorted(unique_longitudes, ds.longitude.values)
+
+        for var in ds.data_vars:
+            merged_ds[var].values[np.ix_(lat_inds, lon_inds)] = ds[var].values
+
+    return merged_ds
\ No newline at end of file

From adf61a673793d327f27d5be48281f8e16631b10b Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Sun, 15 Sep 2024 19:16:42 -0600
Subject: [PATCH 030/109] DuraMAT pref maps

---
 pvdeg/geospatial.py | 71 +++++++++++++++++++++++++++++++++++++++++++--
 pvdeg/scenario.py   | 17 ++++++++++-
 pvdeg/utilities.py  | 27 ++++++++---------
 3 files changed, 98 insertions(+), 17 deletions(-)

diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index fbbc234f..a43f73ee 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -970,6 +970,7 @@ def plot_sparse_analysis(
     method="nearest", 
     resolution:complex=100j,
     figsize:tuple=(10,8),
+    show_plot:bool=False,
 ) -> None:
     """
     Plot the output of a sparse geospatial analysis using interpolation.
@@ -999,7 +1000,7 @@ def plot_sparse_analysis(
     )
 
     fig = plt.figure(figsize=figsize)
-    ax = fig.add_axes([0, 0, 1, 1], projection=ccrs.LambertConformal(), frameon=False)
+    ax = fig.add_axes([0, 0, 1, 1], projection=ccrs.LambertConformal(), frameon=False) # these should be the same ccrs
     ax.patch.set_visible(False)
 
     extent = [lon.min(), lon.max(), lat.min(), lat.max()]
@@ -1009,7 +1010,7 @@ def plot_sparse_analysis(
         extent=extent,
         origin="lower",
         cmap="viridis",
-        transform=ccrs.PlateCarree(),
+        transform=ccrs.PlateCarree(), # why are ccrs different
     )
 
     shapename = "admin_1_states_provinces_lakes"
@@ -1030,6 +1031,70 @@ def plot_sparse_analysis(
     plt.title(f"Interpolated Sparse Analysis, {data_var}")
     plt.xlabel("Longitude")
     plt.ylabel("Latitude")
-    plt.show()
+    
+    if show_plot:
+        plt.show()
+
+    return fig, ax
+
+def plot_sparse_analysis_land(
+    result: xr.Dataset, 
+    data_var: str, 
+    method="nearest", 
+    resolution:complex=100j,
+    figsize:tuple=(10,8),
+    show_plot:bool=False,
+    proj=ccrs.PlateCarree(),
+):
+
+    import matplotlib.path as mpath
+    from cartopy.mpl.patch import geos_to_path
+
+    grid_values, lat, lon = interpolate_analysis(
+        result=result, data_var=data_var, method=method, resolution=resolution
+    )
+
+    fig = plt.figure(figsize=figsize)
+    ax = fig.add_axes([0, 0, 1, 1], projection=proj, frameon=False)
+    ax.patch.set_visible(False)
+
+    extent = [lon.min(), lon.max(), lat.min(), lat.max()]
+    ax.set_extent(extent, crs=proj)
+
+    mesh = ax.pcolormesh(lon, lat, grid_values, transform=proj, cmap='viridis')
+
+    land_path = geos_to_path(list(cfeature.LAND.geometries()))
+    land_path = mpath.Path.make_compound_path(*land_path)
+    plate_carre_data_transform = proj._as_mpl_transform(ax)
+    mesh.set_clip_path(land_path, plate_carre_data_transform)
+
+    shapename = "admin_1_states_provinces_lakes"
+    states_shp = shpreader.natural_earth(
+        resolution="110m", category="cultural", name=shapename
+    )
+
+    ax.add_geometries(
+        shpreader.Reader(states_shp).geometries(),
+        proj,
+        facecolor="none",
+        edgecolor="black",
+        linestyle=':'
+    )
+
+    cbar = plt.colorbar(mesh, ax=ax, orientation="vertical", fraction=0.02, pad=0.04)
+    cbar.set_label("Value")
+
+    utilities._add_cartopy_features(
+        ax=ax, 
+        features = [
+            cfeature.BORDERS,
+            cfeature.COASTLINE,
+            cfeature.LAND,
+            cfeature.OCEAN,
+        ],
+    )
+
+    if show_plot:
+        plt.show()
 
     return fig, ax
\ No newline at end of file
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 1e4d1e7b..2f1df3bc 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1767,7 +1767,7 @@ def plot_coords(
         coord_2: Optional[tuple[float]] = None,
         coords: Optional[np.ndarray[float]] = None,
         size: Union[int, float] = 1,
-    ) -> None:
+    ):
         """
         Plot lat-long coordinate pairs on blank map. Quickly view
         geospatial datapoints before your analysis.
@@ -1789,6 +1789,11 @@ def plot_coords(
         size : float
             matplotlib scatter point size. Without any downsampling NSRDB
             points will siginficantly overlap.
+
+        Returns:
+        --------
+        fig, ax
+            matplotlib figure and axis
         """
         fig = plt.figure(figsize=(15, 10))
         ax = plt.axes(projection=ccrs.PlateCarree())
@@ -1811,6 +1816,9 @@ def plot_coords(
         plt.title(f"Coordinate Pairs from '{self.name}' Meta Data")
         plt.show()
 
+        return fig, ax
+
+
     def plot_meta_classification(
         self,
         col_name: str = None,
@@ -1844,6 +1852,11 @@ def plot_meta_classification(
         size : float
             matplotlib scatter point size. Without any downsampling NSRDB
             points will siginficantly overlap.
+
+        Returns:
+        --------
+        fig, ax
+            matplotlib figure and axis
         """
         if not col_name:
             raise ValueError("col_name cannot be none")
@@ -1892,6 +1905,8 @@ def plot_meta_classification(
         plt.legend()
         plt.show()
 
+        return fig, ax
+
     def plot_world(
         self,
         data_variable: str,
diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index d7ca6544..b4a8c826 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -11,7 +11,7 @@
 from collections import OrderedDict
 import xarray as xr
 from subprocess import run
-
+import cartopy.feature as cfeature
 
 def gid_downsampling(meta, n):
     """
@@ -1012,7 +1012,7 @@ def _find_bbox_corners(coord_1=None, coord_2=None, coords=None):
         min and max latitude and longitudes. Minimum latitude at lats[0].
         Maximum latitude at lats[1]. Same pattern for longs.
     """
-    if coord_1 and coord_2:
+    if coord_1 is not None and coord_2 is not None:
         lats = [coord_1[0], coord_2[0]]
         longs = [coord_1[1], coord_2[1]]
     elif coords.any():
@@ -1043,20 +1043,21 @@ def _plot_bbox_corners(ax, coord_1=None, coord_2=None, coords=None):
     return
 
 
-def _add_cartopy_features(ax):
+def _add_cartopy_features(
+        ax, 
+        features = [
+            cfeature.BORDERS,
+            cfeature.COASTLINE,
+            cfeature.LAND,
+            cfeature.OCEAN,
+            cfeature.LAKES,
+            cfeature.RIVERS,
+        ],
+    ):
     """
     Add cartopy features to an existing matplotlib.pyplot axis.
     """
-    import cartopy.feature as cfeature
-
-    features = [
-        cfeature.BORDERS,
-        cfeature.COASTLINE,
-        cfeature.LAND,
-        cfeature.OCEAN,
-        cfeature.LAKES,
-        cfeature.RIVERS,
-    ]
+   
 
     for i in features:
         if i == cfeature.BORDERS:

From a1f17ee193a7fad8f848aff43169f661b8d0c682 Mon Sep 17 00:00:00 2001
From: Kempe <mkempe@nrel.gov>
Date: Tue, 17 Sep 2024 14:50:26 -0600
Subject: [PATCH 031/109] Update O2permeation.json

Updated the PO measurement parameters.
---
 pvdeg/data/O2permeation.json | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pvdeg/data/O2permeation.json b/pvdeg/data/O2permeation.json
index 9ecc24de..18eedd38 100644
--- a/pvdeg/data/O2permeation.json
+++ b/pvdeg/data/O2permeation.json
@@ -36,10 +36,10 @@
         "Fickian": true,
         "Ead": 29.43112031,
         "Do": 0.129061678,
-        "Eas": 32.3137806,
-        "So": 87.81142774,
-        "Eap": 61.7449009,
-        "Po": 97917899126
+        "Eas": 16.6314948252219,
+        "So": 0.136034525059804,
+        "Eap": 49.1083457348515,
+        "Po": 528718258.338532
     },
     "OX004": {
         "name": "AAA polyamide backsheet",

From 13de54d822fd2cbd6511f385ed9b0c5fe2990a63 Mon Sep 17 00:00:00 2001
From: Kempe <mkempe@nrel.gov>
Date: Tue, 17 Sep 2024 14:51:30 -0600
Subject: [PATCH 032/109] Update diffusion.py

Improved the plotting and the calculations at the interface.
---
 pvdeg/diffusion.py | 40 +++++++++++++++++++++++-----------------
 1 file changed, 23 insertions(+), 17 deletions(-)

diff --git a/pvdeg/diffusion.py b/pvdeg/diffusion.py
index c299def4..ef1f6bc5 100644
--- a/pvdeg/diffusion.py
+++ b/pvdeg/diffusion.py
@@ -187,10 +187,9 @@ def esdiffusion(
                 )
                 # Cs edge seal/Ce encapsulant
                 r1 = so * np.exp(-eas / (met_data[row][0] + dtemp * mid_point))
-                r2 = (
-                    dod * np.exp(-ead / (met_data[row][0] + dtemp * mid_point))
-                    * r1 * encapsulant_width / edge_seal_width
-                )  # Ds/De*Cs/Ce*We/Ws
+                r2 = dod * np.exp(-ead / (met_data[row][0] + dtemp * mid_point)
+                                  )* r1 * encapsulant_width / edge_seal_width
+                  # Ds/De*Cs/Ce*We/Ws
                 # Calculates the edge seal nodes. Adjusted to not calculate ends and to have the first node be temperature.
                 for node in range(2, seal_nodes):
                     perm[row + 1 + rp_row][node] = perm_mid[node] + fos * (
@@ -201,34 +200,41 @@ def esdiffusion(
                     perm[row + 1 + rp_row][node] = perm_mid[node] + foe * (
                         perm_mid[node - 1] + perm_mid[node + 1] - 2 * perm_mid[node]
                     )
-                # Calculates the center encapsulant node. Accounts for temperature and two interfade nodes.
+                # Calculates the center encapsulant node. Accounts for temperature and two interface nodes.
                 perm[row + 1 + rp_row][encapsulant_nodes + seal_nodes + 2] = perm_mid[
-                    encapsulant_nodes + seal_nodes + 2
-                ] + 2 * foe * (perm_mid[encapsulant_nodes + seal_nodes + 1] - perm_mid[encapsulant_nodes + seal_nodes + 2])
+                    encapsulant_nodes + seal_nodes + 2] + 2 * foe * (
+                        perm_mid[encapsulant_nodes + seal_nodes + 1] - 
+                        perm_mid[encapsulant_nodes + seal_nodes + 2])
+                
                 # Calculated edge seal node adjacent to the first encapsulant node. Node numbers shifted.
                 perm[row + 1 + rp_row][seal_nodes] = perm_mid[seal_nodes] + fos * (
                     perm_mid[seal_nodes - 1]
                     + perm_mid[seal_nodes + 3] * r1 * 2 / (1 + r2)
-                    - perm_mid[seal_nodes] * (1 + 2 / (1 + r2))
-                )
+                    - perm_mid[seal_nodes] * (1 + 2 / (1 + r2)))
+  
                 # Calculated encapsulant node adjacent to the last edge seal node. Node numbers shifted.
                 perm[row + 1 + rp_row][seal_nodes + 3] = perm_mid[seal_nodes + 3] + foe * (
                     perm_mid[seal_nodes] / r1 * 2 / (1 + 1 / r2)
                     + perm_mid[seal_nodes + 4]
-                    - perm_mid[seal_nodes + 3] * (1 + 2 / (1 + 1 / r2))
-                )
+                    - perm_mid[seal_nodes + 3] * (1 + 2 / (1 + 1 / r2)))
+                
                 # sets the concentration at the edge seal to air interface.
                 perm[row + 1 + rp_row][1] = Sos * np.exp(
                     -Eass / (met_data[row + 1][0] + dtemp * mid_point)
                 )
                 perm_mid = perm[row + 1 + rp_row]
 
-            # calculate edge seal at interface to encapsulant.
-            perm[row + 1 + rp_row][seal_nodes + 1] = (
-                perm_mid[seal_nodes + 3] / r2 * r1 + perm_mid[seal_nodes]
-            ) / (1 / r2 + 1)
-            # calculate encapsulant at interface to the edge seal.
-            perm[row + 1 + rp_row][seal_nodes + 2] = perm[row + 1 + rp_row][seal_nodes + 1] / r1
+            # Calculate edge seal at interface to encapsulant.
+            # Blocked out code did weird things and was based on equal flxes. Actually using a simple averaging. This looks better and is not used in the diffusion calculations.
+            #perm[row + 1 + rp_row][seal_nodes + 1] = (perm_mid[seal_nodes + 3]*r1  
+            #                                          + perm_mid[seal_nodes]*r2) / (1+r2)
+            perm[row + 1 + rp_row][seal_nodes + 1] = perm_mid[seal_nodes ]+(perm_mid[seal_nodes]-perm_mid[seal_nodes-1])/2
+
+            # Calculate encapsulant at interface to the edge seal.
+            #perm[row + 1 + rp_row][seal_nodes + 2] = perm[row + 1 + rp_row][seal_nodes + 1] / r1
+            perm[row + 1 + rp_row][seal_nodes + 2] = perm_mid[seal_nodes + 3]-(perm_mid[seal_nodes + 4]-perm_mid[seal_nodes+3])/2
+
+            # Puts in the time for the first column.
             perm[row + 1 + rp_row][0] = rp_time + met_data[row + 1][1]
 
         # Because it is cycling around, it needs to start with the last temperature.

From d9147f0d0cbc45b5581165abd863eaadddaa88ea Mon Sep 17 00:00:00 2001
From: Kempe <mkempe@nrel.gov>
Date: Tue, 17 Sep 2024 14:52:11 -0600
Subject: [PATCH 033/109] Update Tools-Edge Seal Oxygen Ingress.ipynb

Added in better plotting and some data output functions.
---
 .../Tools-Edge Seal Oxygen Ingress.ipynb      | 136 +++++++++---------
 1 file changed, 65 insertions(+), 71 deletions(-)

diff --git a/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb b/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb
index 555c9d40..9c74dc5b 100644
--- a/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb	
@@ -26,17 +26,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
     "# if running on google colab, uncomment the next line and execute this cell to install the dependencies and prevent \"ModuleNotFoundError\" in later cells:\n",
-    "# !pip install pvdeg==0.3.3"
+    "# !pip install pvdeg==0.4.2"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -66,7 +66,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -86,14 +86,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "{'latitude': 33.4152, 'longitude': -111.8315, 'altitude': 381.0, 'wind_height': 10, 'Source': 'PVGIS'}\n"
+      "{'Source': 'NSRDB', 'Location ID': '77855', 'City': '-', 'State': '-', 'Country': '-', 'Dew Point Units': 'c', 'DHI Units': 'w/m2', 'DNI Units': 'w/m2', 'GHI Units': 'w/m2', 'Temperature Units': 'c', 'Pressure Units': 'mbar', 'Wind Direction Units': 'Degrees', 'Wind Speed Units': 'm/s', 'Surface Albedo Units': 'N/A', 'Version': '3.2.0', 'latitude': 33.41, 'longitude': -111.82, 'altitude': 381, 'tz': -7, 'wind_height': 2}\n"
      ]
     }
    ],
@@ -111,7 +111,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -152,7 +152,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -171,20 +171,20 @@
    "source": [
     "## 3. Run the Calculations\n",
     "\n",
-    "This runs the calculations for diffusion using a simple 1-D finite difference calculation. The first set of calculations is just for diffusion, then the next two include some consumption of oxygen. In typical PV applications, it is common for oxygen ingress distance to be limited by its consumption rate in the encapsulant."
+    "This runs the calculations for diffusion using a simple 1-D finite difference calculation. The first set of calculations is just for diffusion, then the next two (when written) will include some consumption of oxygen. In typical PV applications, it is common for oxygen ingress distance to be limited by its consumption rate in the encapsulant."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "The edge seal is None .\n",
-      "The encapsulant is None .\n"
+      "The edge seal is Helioseal_101_dry .\n",
+      "The encapsulant is EVA .\n"
      ]
     }
    ],
@@ -204,12 +204,34 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[WinError 183] Cannot create a file when that file already exists: 'c:\\\\Users\\\\mkempe\\\\Documents\\\\GitHub\\\\PVDegradationTools\\\\TEMP\\\\results'\n"
+     ]
+    }
+   ],
+   "source": [
+    "#This sets up an a variable with the output folder information.\n",
+    "output_folder = os.path.join(os.path.dirname(os.path.dirname(os.getcwd())), 'TEMP', 'results')\n",
+    "try:\n",
+    "    os.makedirs(output_folder)\n",
+    "except OSError as error:\n",
+    "    print(error)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -220,82 +242,54 @@
    ],
    "source": [
     "n_lines=10\n",
-    "for index in range(1,n_lines):\n",
-    "    plt.plot(oxygen_profile.iloc[int(np.trunc(index*(len(oxygen_profile)-1)/n_lines))], label=np.round(index*((len(oxygen_profile)-1)/n_lines)/8760,3))\n",
+    "times=oxygen_profile.index.tolist()\n",
+    "for index in range(n_lines):\n",
+    "    plt.plot(oxygen_profile.iloc[int(np.trunc((index+1)*(len(oxygen_profile)-1)/n_lines))], \n",
+    "        label=np.round(times[int(np.trunc((index+1)*((len(oxygen_profile)-1)/n_lines)))]/365.25/24,2)) \n",
     "plt.legend(title='Time [year]')\n",
     "plt.ylabel('Oxygen Concentration [g/cm³]')\n",
     "plt.xlabel('Distance From Edge [cm]')\n",
     "plt.ticklabel_format(axis='y', style='plain')\n",
+    "\n",
+    "plt.savefig(os.path.join(output_folder, 'Edge_Seal_O2_ingress.png'), bbox_inches='tight')  #Creates an image file of the standoff plot\n",
     "plt.show()"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## 5. Save data outputs.\n",
+    "\n",
+    "This cell contains a number of pre-scripted commands for exporting and saving data. The code to save plots is located after the plot creation. First check that the output folder exists."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "         0.000000      0.076923      0.153846      0.230769      0.307692   \\\n",
-      "0.0       0.000048  0.000000e+00  0.000000e+00  0.000000e+00  0.000000e+00   \n",
-      "1.0       0.000048  4.025938e-07  0.000000e+00  0.000000e+00  0.000000e+00   \n",
-      "2.0       0.000048  7.914468e-07  3.295784e-09  0.000000e+00  0.000000e+00   \n",
-      "3.0       0.000048  1.165328e-06  9.571569e-09  2.635343e-11  0.000000e+00   \n",
-      "4.0       0.000049  1.525385e-06  1.852325e-08  1.006938e-10  2.058149e-13   \n",
-      "...            ...           ...           ...           ...           ...   \n",
-      "17514.0   0.000042  4.267309e-05  4.035455e-05  3.816304e-05  3.614315e-05   \n",
-      "17515.0   0.000043  4.255340e-05  4.035980e-05  3.817013e-05  3.614761e-05   \n",
-      "17516.0   0.000043  4.247354e-05  4.035994e-05  3.817617e-05  3.615158e-05   \n",
-      "17517.0   0.000045  4.244049e-05  4.035799e-05  3.818062e-05  3.615468e-05   \n",
-      "17518.0   0.000047  4.244476e-05  4.035617e-05  3.818351e-05  3.615683e-05   \n",
-      "\n",
-      "         0.384615   0.461538   0.538462   0.615385   0.692308   ...  \\\n",
-      "0.0       0.000000   0.000000   0.000000   0.000000   0.000000  ...   \n",
-      "1.0       0.000000   0.000000   0.000000   0.000000   0.000000  ...   \n",
-      "2.0       0.000000   0.000000   0.000000   0.000000   0.000000  ...   \n",
-      "3.0       0.000000   0.000000   0.000000   0.000000   0.000000  ...   \n",
-      "4.0       0.000000   0.000000   0.000000   0.000000   0.000000  ...   \n",
-      "...            ...        ...        ...        ...        ...  ...   \n",
-      "17514.0   0.000034   0.000032   0.000031   0.000029   0.000027  ...   \n",
-      "17515.0   0.000034   0.000032   0.000031   0.000029   0.000027  ...   \n",
-      "17516.0   0.000034   0.000032   0.000031   0.000029   0.000027  ...   \n",
-      "17517.0   0.000034   0.000032   0.000031   0.000029   0.000027  ...   \n",
-      "17518.0   0.000034   0.000032   0.000031   0.000029   0.000027  ...   \n",
-      "\n",
-      "         9.681818   9.883838   10.085859  10.287879  10.489899  10.691919  \\\n",
-      "0.0       0.000000   0.000000   0.000000   0.000000   0.000000   0.000000   \n",
-      "1.0       0.000000   0.000000   0.000000   0.000000   0.000000   0.000000   \n",
-      "2.0       0.000000   0.000000   0.000000   0.000000   0.000000   0.000000   \n",
-      "3.0       0.000000   0.000000   0.000000   0.000000   0.000000   0.000000   \n",
-      "4.0       0.000000   0.000000   0.000000   0.000000   0.000000   0.000000   \n",
-      "...            ...        ...        ...        ...        ...        ...   \n",
-      "17514.0   0.000009   0.000009   0.000009   0.000009   0.000009   0.000009   \n",
-      "17515.0   0.000009   0.000009   0.000009   0.000009   0.000009   0.000009   \n",
-      "17516.0   0.000009   0.000009   0.000009   0.000009   0.000009   0.000009   \n",
-      "17517.0   0.000009   0.000009   0.000009   0.000009   0.000009   0.000009   \n",
-      "17518.0   0.000009   0.000009   0.000009   0.000009   0.000009   0.000009   \n",
-      "\n",
-      "         10.893939  11.095960  11.297980  11.500000  \n",
-      "0.0       0.000000   0.000000   0.000000   0.000000  \n",
-      "1.0       0.000000   0.000000   0.000000   0.000000  \n",
-      "2.0       0.000000   0.000000   0.000000   0.000000  \n",
-      "3.0       0.000000   0.000000   0.000000   0.000000  \n",
-      "4.0       0.000000   0.000000   0.000000   0.000000  \n",
-      "...            ...        ...        ...        ...  \n",
-      "17514.0   0.000009   0.000009   0.000009   0.000009  \n",
-      "17515.0   0.000009   0.000009   0.000009   0.000009  \n",
-      "17516.0   0.000009   0.000009   0.000009   0.000009  \n",
-      "17517.0   0.000009   0.000009   0.000009   0.000009  \n",
-      "17518.0   0.000009   0.000009   0.000009   0.000009  \n",
-      "\n",
-      "[17519 rows x 72 columns]\n"
+      "Your results will be stored in c:\\Users\\mkempe\\Documents\\GitHub\\PVDegradationTools\\TEMP\\results\n",
+      "The folder must already exist or the file will not be created\n"
      ]
     }
    ],
    "source": [
-    "print(oxygen_profile)"
+    "print (\"Your results will be stored in %s\" % output_folder)\n",
+    "print ('The folder must already exist or the file will not be created')\n",
+    "\n",
+    "#Writes the meterological data to an *.csv file.\n",
+    "pvdeg.weather.write(data_df=weather_df, metadata=meta, savefile=os.path.join(output_folder, 'WeatherFile.csv')) \n",
+    "\n",
+    "#Writes a file with the edge seal oxygen profile calculations.\n",
+    "pd.DataFrame(oxygen_profile).to_csv(os.path.join(output_folder, 'ES_Oxygen_profile.csv')) \n",
+    "\n",
+    "#Writes a file with temperature data used in the model calculations.\n",
+    "pd.DataFrame(temperature).to_csv(os.path.join(output_folder, 'ES_Temperature_profile.csv')) \n"
    ]
   }
  ],

From 3d9c451997c8047ec767fb7d660b082a334f42d7 Mon Sep 17 00:00:00 2001
From: Kempe <mkempe@nrel.gov>
Date: Thu, 19 Sep 2024 18:00:40 -0600
Subject: [PATCH 034/109] Update diffusion.py

Fixing some problems in the calculation of the interface nodes and modifying it to do a reaction and a degradation calculation.
---
 pvdeg/diffusion.py | 117 ++++++++++++++++++++++++++++++---------------
 1 file changed, 79 insertions(+), 38 deletions(-)

diff --git a/pvdeg/diffusion.py b/pvdeg/diffusion.py
index ef1f6bc5..31780222 100644
--- a/pvdeg/diffusion.py
+++ b/pvdeg/diffusion.py
@@ -8,25 +8,24 @@
 from pvdeg import DATA_DIR
 from numba import jit
 import numpy as np
+from typing import Callable
 
 def esdiffusion(
     temperature, 
-    edge_seal=None, 
-    encapsulant=None, 
+    edge_seal="OX005", 
+    encapsulant="OX003", 
     edge_seal_width=1.5, 
     encapsulant_width=10, 
     seal_nodes=20, 
     encapsulant_nodes=50,
     press = 0.209,
     repeat = 1,
-    Dos=None,
-    Eads=None,
-    Sos=None,
-    Eass=None,
-    Doe=None,
-    Eade=None,
-    Soe=None,
-    Ease=None,
+    Dos=None, Eads=None, Sos=None,Eass=None, Doe=None, Eade=None, Soe=None, Ease=None,
+    react_func = None,
+    deg_func = None,
+    deg = None,
+    perm = None,
+    printout = True,
     **kwarg
     ):
 
@@ -58,40 +57,68 @@ def esdiffusion(
         This is the partial pressure of oxygen.
     repeat : integer, optional
         This is the number of times to do the calculation for the whole dataset. E.g. repeat the 1-y data for 10 years.
+    react_func : string, optional
+        This is the name of the function that will be calculating the consumption of oxygen.
+    deg_func :string, optional
+        This is the name of the function that will be calculating the degradation.
+    printout : Boolean
+        This allows you to suppress printing messages during code execution by setting it to false.
+    deg : Numpy Array
+        One can send in an array with predefined degradation data already in it if desired. 
+        I.e. you can have some pre degradation or areas that require more degradation.
+    perm : Numpy Array
+        One can send in an array with the permeant already in it if desired.
     kwargs : dict, optional
-        If es or enc are left at 'None' then the use parameters, Dos, Eads, Sos, Eass, Doe, Eade, Soe, Ease in units of
+        If edge_seal or encapsulant are set at 'None' then you can enter your own parameters for, Dos, Eads, Sos, Eass, Doe, Eade, Soe, Ease in units of
         [cm²/s], [g/cm³], or [kJ/mol] for diffusivity, solubility, or activation energy respectively. If specific parameters are provided,
-        then the JSON ones can be overridden.
+        then the JSON ones will be overridden.
+        Should also contain any key word arguments that need to be passed to the function calculating consumption of the permeant or degradation.
 
     Returns
     -------
     ingress_data : pandas.DataFrame
-        This will give the concentration profile as a function of temperature along with degradation parameters in futur iterations..
+        This will give the concentration profile as a function of time.
+        If there is a degradation function called, this data will also be inclueded on a node by node basis under a third index.
     """
 
     with open(os.path.join(DATA_DIR, "O2permeation.json")) as user_file:
         O2 = json.load(user_file)
         user_file.close()
-    # O2
-    if edge_seal == None:
-        esp = O2.get("OX005")  # This is the number for the edge seal in the json file
-    else:
-        esp = O2.get(edge_seal)
+    with open(os.path.join(DATA_DIR, "H2Opermeation.json")) as user_file:
+        H2O = json.load(user_file)
+        user_file.close()
 
-    if encapsulant == None:
-        encp = O2.get(
-            "OX003"
-        )  # This is the number for the encapsulant in the json file
+    if edge_seal[0,2]=="OX":
+        esp = O2.get(edge_seal)
+        if printout:
+            print("Oxygen ingress parameters loaded for the edge seal.")
     else:
-        encp = O2.get(encapsulant)
+        if edge_seal[0,1]=="W":
+            esp = H2O.get(edge_seal)
+            if printout:
+                print("Water ingress parameters loaded for the edge seal.")
+        else:
+            print("Edge seal material not found")
 
-    try:
-        print("The edge seal is", esp.get("name"), ".")
-        print("The encapsulant is", encp.get("name"), ".")
-    except:
-        print("")
+    if encapsulant[0,2]=="OX":
+        encp = O2.get(encapsulant)
+        if printout:
+            print("Oxygen ingress parameters loaded for the encapsulant.")
+    else:
+        if encapsulant[0,1]=="W":
+            encp = H2O.get(encapsulant)
+            if printout:
+                print("Water ingress parameters loaded for the eencapsulant.")
+        else:
+            print("Encapsulant material not found")
+    if printout:
+        try:
+            print("The edge seal is", esp.get("name"), ".")
+            print("The encapsulant is", encp.get("name"), ".")
+        except:
+            print("Unknown material selected.")
 
-    # These are the edge seal oxygen permeation parameters
+    # These are the edge seal oxygen or water permeation parameters
     if Dos == None:
         Dos = esp.get("Do")
     if Eads == None:
@@ -136,12 +163,14 @@ def esdiffusion(
 
     perm_mid = np.array(
         np.zeros((seal_nodes + encapsulant_nodes + 3)), dtype=np.float64
-    )  # This is the profile at a transition point between output points.
-    perm = np.array(
-        np.zeros(
-            (len(temperature) * repeat - repeat + 1, seal_nodes + encapsulant_nodes + 3), dtype=np.float64
-        )
-    )  # It adds in two nodes for the interface concentration for both materials and one for the hour column.
+        )  # This is the profile at a transition point between output points.
+    if perm == None:
+        perm = np.array(
+            np.zeros(
+                (len(temperature) * repeat - repeat + 1, seal_nodes + encapsulant_nodes + 3), dtype=np.float64
+            )
+        )  # It adds in two nodes for the interface concentration for both materials and one for the hour column.
+
     temperature = pd.DataFrame(
         temperature, columns=["module_temperature", "time", "time_step"]
     )  # This adds the number of time steps to be used as a subdivision between data points. [s]
@@ -163,7 +192,8 @@ def esdiffusion(
                 time_step[row] = np.trunc(fos / f_max) + 1
             else:
                 time_step[row] = np.trunc(foe / f_max) + 1
-
+    if deg_func != None and deg == None: # Sets up an array to do the degradation calculation.
+        deg=perm
     perm[0][1] = Sos * np.exp(-Eass / met_data[0][0])
     perm_mid = perm[0]
     for rp_num in range(repeat):
@@ -222,21 +252,32 @@ def esdiffusion(
                 perm[row + 1 + rp_row][1] = Sos * np.exp(
                     -Eass / (met_data[row + 1][0] + dtemp * mid_point)
                 )
+
+
+                # Runs the degradation calculation.            
+                if deg_func != None:
+                    print('oops')
+                # Runs the reaction with permeant function.
+                if react_func != None:
+                    print('oops')
+                    
                 perm_mid = perm[row + 1 + rp_row]
 
             # Calculate edge seal at interface to encapsulant.
-            # Blocked out code did weird things and was based on equal flxes. Actually using a simple averaging. This looks better and is not used in the diffusion calculations.
+            # Blocked out code did weird things and was based on equal fluxes. Actually using a simple averaging. This looks better and is not used in the diffusion calculations.
             #perm[row + 1 + rp_row][seal_nodes + 1] = (perm_mid[seal_nodes + 3]*r1  
             #                                          + perm_mid[seal_nodes]*r2) / (1+r2)
             perm[row + 1 + rp_row][seal_nodes + 1] = perm_mid[seal_nodes ]+(perm_mid[seal_nodes]-perm_mid[seal_nodes-1])/2
 
             # Calculate encapsulant at interface to the edge seal.
             #perm[row + 1 + rp_row][seal_nodes + 2] = perm[row + 1 + rp_row][seal_nodes + 1] / r1
-            perm[row + 1 + rp_row][seal_nodes + 2] = perm_mid[seal_nodes + 3]-(perm_mid[seal_nodes + 4]-perm_mid[seal_nodes+3])/2
+            perm[row + 1 + rp_row][seal_nodes + 2] = perm_mid[seal_nodes + 3]+(perm_mid[seal_nodes + 4]-perm_mid[seal_nodes+3])/2
 
             # Puts in the time for the first column.
             perm[row + 1 + rp_row][0] = rp_time + met_data[row + 1][1]
 
+
+
         # Because it is cycling around, it needs to start with the last temperature.
         met_data[0][0] = met_data[met_data.shape[0] - 1][0]
 

From c3cdfe580106e1ad00e961bff496ed22a7fe2789 Mon Sep 17 00:00:00 2001
From: Kempe <mkempe@nrel.gov>
Date: Thu, 19 Sep 2024 18:01:01 -0600
Subject: [PATCH 035/109] Update utilities.py

Modified the Json file access tool.
---
 pvdeg/utilities.py | 10 ++++++++--
 1 file changed, 8 insertions(+), 2 deletions(-)

diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index 2374df9b..4f74469e 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -515,9 +515,15 @@ def _read_material(name, fname="O2permeation.json"):
     fpath = os.path.join(DATA_DIR, fname)
     with open(fpath) as f:
         data = json.load(f)
-
+    f.close()
+    print('work')
     if name is None:
-        material_list = data.keys()
+        material_list = ''
+        print('working')
+        for key in data:
+            if 'name' in data[key].keys():
+                material_list = material_list + key + "=" + data[key]['name'] + '\n'
+        material_list = material_list[0:len(material_list)-1]
         return [*material_list]
 
     mat_dict = data[name]

From 573fd93a00ffaa4399544d8c535d3d9a30c91118 Mon Sep 17 00:00:00 2001
From: Kempe <mkempe@nrel.gov>
Date: Thu, 19 Sep 2024 18:01:27 -0600
Subject: [PATCH 036/109] Update Tools-Edge Seal Oxygen Ingress.ipynb

Modifying the output to show json options.
---
 .../Tools-Edge Seal Oxygen Ingress.ipynb      | 76 +++++++++++++++----
 1 file changed, 63 insertions(+), 13 deletions(-)

diff --git a/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb b/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb
index 9c74dc5b..3ca8df83 100644
--- a/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb	
@@ -26,7 +26,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 24,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -36,7 +36,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -66,7 +66,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [
     {
@@ -86,7 +86,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
@@ -111,7 +111,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 28,
    "metadata": {},
    "outputs": [
     {
@@ -152,9 +152,18 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 29,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['OX000', 'OX001', 'OX002', 'OX003', 'OX004', 'OX005', 'OX006', 'OX007', 'OX008', 'OX009', 'OX010', 'OX011', 'OX012', 'OX013']\n",
+      "['W000', 'W001', 'W002', 'W003', 'W004', 'W005', 'W006', 'W007', 'W008', 'W009', 'W010', 'W011', 'W012', 'W013', 'W014', 'W015', 'W016', 'W017', 'W018', 'W019', 'W020', 'W021', 'W022', 'W023', 'W024', 'W025', 'W026', 'W027', 'W028', 'W029', 'W030', 'W031', 'W032', 'W033', 'W034', 'W035', 'W036', 'W037', 'W038', 'W039', 'W040']\n"
+     ]
+    }
+   ],
    "source": [
     "es = 'OX005'    #This is the number for the edge seal in the json file\n",
     "enc = 'OX003'   #This is the number for the encapsulant in the json file\n",
@@ -162,7 +171,9 @@
     "encw = 10   #This is the encapsulant width in [cm]\n",
     "sn = 20     #This is the number of edge seal nodes to use\n",
     "en = 50     #This is the number of encapsulant nodes to use\n",
-    "pressure = 0.2109 * (1 - 0.0065 * meta.get('altitude') / 288.15) ** 5.25588"
+    "pressure = 0.2109 * (1 - 0.0065 * meta.get('altitude') / 288.15) ** 5.25588\n",
+    "print(pvdeg.utilities._read_material(name=None, fname=\"O2permeation.json\"))\n",
+    "print(pvdeg.utilities._read_material(name=None, fname=\"H2Opermeation.json\"))"
    ]
   },
   {
@@ -176,7 +187,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [
     {
@@ -204,7 +215,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
@@ -226,12 +237,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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WrQvoHl6vl/r6+i7dZigQkoCdogyhRsLcLtCDXRfYX3whhBCnLrvLw6AHOn9tVO4jUwkxBJZuVFZW4vF4SExMbHE+MTGR0tLSgO7x9NNPY7Va/Rttd1eSgJ2idKE6IlyAHtxaDTaXhxC9tqvDEkIIIY7rlyNmqqoGNIr2zjvv8NBDD/Hvf/+bhISEjgqvXUgCdorShxsIdelRVA+qoqXS5iQj0tzVYQkhhOgiZr2W3Eemdkm/gYqLi0Or1bYa7SovL281KvZLy5YtY/bs2bz33ntccMEFJxRrZ5IE7BRliAhBbw0lFBsNhFPZ4JAETAghTmOKogQ8FdhVDAYDo0aNYvny5Vx++eX+88uXL2f69OlHve6dd97hxhtv5J133uHiiy/ujFBPWvf+JyFOWJHiwOUyEEqDLwGzObs6JCGEEOK45s+fzzXXXMPo0aMZO3Ysr732Gvn5+cyZMweABQsWUFRUxJtvvgn4kq9rr72W5557jrPOOss/emY2m4mMjOyy93E8koCdopbt2UJmrNVfjLXK5uriiIQQQojjmzlzJlVVVTzyyCOUlJQwZMgQPv/8czIzMwEoKSlpURPs1Vdfxe12c9ttt3Hbbbf5z1933XUsXbq0s8MPmCRgpyhdiA63y+jfD7K6UTbkFkII0TPceuut3HrrrW2+9sukauXKlR0fUAeQQqynKEOYGZfL6B8Bq3VKAiaEEEJ0F5KAnaJCIyJxuY3+7YgkARNCCCG6D0nATlERYZG4jxwBc3d+9WMhhBBCtE0SsFNUdFh0ixEwi0cSMCGEEKK7kATsFBUTEdNiEX69VxIwIYQQoruQBOwUFRcZ12IRfr0qZSiEEEKI7kISsFNUYmQiHo+eENWXgDUosghfCCGE6C4kATtFhRpDATC6HQDYtMffxFQIIYQQnUMSsFOZxovR7Rv5susC3wxVCCGEEB1LErBTmKrxoHf5EjCnTo/Lq3ZxREIIIYQAScBObToVg/Pw04+1DlmIL4QQovt76aWXyMrKwmQyMWrUKL7//vuArlu7di06nY4RI0Z0bIDtQBKwU5hiUPG4DZibFuJXWJ1dHJEQQghxbMuWLWPevHncf//9bN68mfHjxzNt2rQWG3C3pa6ujmuvvZbzzz+/kyI9OZKAncK0JqWpFpgNgIoGRxdHJIQQQhzbokWLmD17NjfddBMDBw7k2WefJT09nZdffvmY191yyy3MmjWLsWPHdlKkJ0fX1QGIjmMINfqr4VcRT7VdpiCFEOK0pargsnV+v/oQUAJ7Et/pdLJx40buvffeFuenTJnCunXrjnrdkiVL2L9/P2+99RaPPfbYSYXbWSQBO4WFhIfhLjf4i7FKAiaEEKcxlw0WpnR+v/cVgyE0oKaVlZV4PB4SExNbnE9MTKS0tLTNa/bu3cu9997L999/j07Xc9IamYI8hYVHxLTYD7LaIcVYhRBCdH/KL0bMVFVtdQ7A4/Ewa9YsHn74Yfr169dZ4bWLnpMqiqBFhcdQc8R2RFX2xi6OSAghRJfRh/hGo7qi3wDFxcWh1WpbjXaVl5e3GhUDqK+vZ8OGDWzevJnf/e53AHi9XlRVRafT8fXXX3PeeeedXPwdRBKwU1h0eDR7XEZiqQAgzykJmBBCnLYUJeCpwK5iMBgYNWoUy5cv5/LLL/efX758OdOnT2/VPiIigm3btrU499JLL7FixQref/99srKyOjzmEyUJ2CksPjIet9tIb/YBsAvPca4QQgghutb8+fO55pprGD16NGPHjuW1114jPz+fOXPmALBgwQKKiop488030Wg0DBkypMX1CQkJmEymVue7G0nATmEJkQm4XEYGNSVgZUYdtS43UXr5xy6EEKJ7mjlzJlVVVTzyyCOUlJQwZMgQPv/8czIzMwEoKSk5bk2wnkAW4Z/CokOiUVUNIR47iWoJAJvquuARZCGEECIIt956KwcPHsThcLBx40YmTJjgf23p0qWsXLnyqNc+9NBDbNmypeODPEmSgJ3CtBotquLF5TKS3TQK9t/Sui6OSgghhBCSgJ3iVI0Ht8tIH/YCsKG6oYsjEkIIIYQkYKc4r9aNy22gd1MCtsPlQFXVLo5KCCGEOL11eQIW7I7nq1atYtSoUZhMJrKzs3nllVdatfnggw8YNGgQRqORQYMG8dFHHwXdr6qqPPTQQ6SkpGA2m5k0aRI7duxoMyZVVZk2bRqKovDxxx8H/uY7g86L22Ukkzw0Xg91Gih0SEV8IYQQoit1aQIW7I7neXl5XHTRRYwfP57Nmzdz3333MXfuXD744AN/m/Xr1zNz5kyuueYatm7dyjXXXMOMGTP44Ycfgur3ySefZNGiRbzwwgv89NNPJCUlMXnyZOrr61vF9eyzz7ZZobdbMKg4XSYMuEhpLABgU521i4MSQgghTnNqFzrzzDPVOXPmtDg3YMAA9d57722z/T333KMOGDCgxblbbrlFPeuss/y/z5gxQ73wwgtbtJk6dap61VVXBdyv1+tVk5KS1L/85S/+1xsbG9XIyEj1lVdeaXHdli1b1LS0NLWkpEQF1I8++ug477qluro6FVDr6uqCui5QD7xyt/ryy7PUb77NVmd88lc1ccVmdcHWgx3SlxBCiI5lt9vV3Nxc1W63d3Uop4Vjfd4n+/3dZSNgzTueT5kypcX5Y+14vn79+lbtp06dyoYNG3C5XMds03zPQPrNy8ujtLS0RRuj0cjEiRNbxGaz2fjNb37DCy+8QFJSUkDv2+FwYLFYWhwdyRxqpr4+FoB+ht0AbKiVETAhhBCiK3VZAnYiO56Xlpa22d7tdlNZWXnMNs33DKTf5p/Hi+3OO+9k3LhxbW6PcDSPP/44kZGR/iM9PT3ga09ERHgUNlskqldDX70vAdvlduL2ykJ8IYQQoqt0+SL8QHc8P1b7X54P5J4n2+aTTz5hxYoVPPvss0eNtS0LFiygrq7OfxQUFAR1fbBio+NRVS32hliSKcbosuNUYJfV3qH9CiGEEOLouiwBC3bHc4CkpKQ22+t0OmJjY4/ZpvmegfTbPJ14rDYrVqxg//79REVFodPp0Ol82/tceeWVTJo06ajv22g0EhER0eLoSFGRCQBYG2LRoJLRmAfARotUxBdCCCG6SpclYEfueH6k5cuXM27cuDavGTt2bKv2X3/9NaNHj0av1x+zTfM9A+k3KyuLpKSkFm2cTierVq3yt7n33nv5+eef2bJli/8AeOaZZ1iyZEkwH0WHiouMA6C2PhqAPqqvHtj6io5deyaEEEKcqGBLVDkcDu6//34yMzMxGo307t2bN954o5OiPTFduitzMDueA8yZM4cXXniB+fPnc/PNN7N+/XoWL17MO++847/nHXfcwYQJE3jiiSeYPn06//73v/nmm29Ys2ZNwP0qisK8efNYuHAhffv2pW/fvixcuJCQkBBmzZoF+EbJ2lp4n5GRQVZWVod9ZsGKj4wHoL4hBoChpp/5gun8V0pRCCGE6IaaS0W99NJLnH322bz66qtMmzaN3NxcMjIy2rxmxowZlJWVsXjxYvr06UN5eTlut7uTIw/SSTyd2S5efPFFNTMzUzUYDOrIkSPVVatW+V+77rrr1IkTJ7Zov3LlSjUnJ0c1GAxqr1691JdffrnVPd977z21f//+ql6vVwcMGKB+8MEHQfWrqr5SFA8++KCalJSkGo1GdcKECeq2bduO+V7ohmUorE6r+sCDf1IfeuhP6jdf91U/+3agmvzNBjVxxWb1kK2xQ/oUQgjRMU6HMhTBlqj64osv1MjISLWqqqrdY+nIMhSKqsq+NF3JYrEQGRlJXV1dh6wHU1WV+x5bgNFjYtKw1XiiDnFv3VMURGXx3IAMZibHtHufQgghOkZjYyN5eXn+6blgqKqK3d35D2CZdeaAi5U7nU5CQkJ47733uPzyy/3n77jjDrZs2cKqVataXXPrrbeyZ88eRo8ezT/+8Q9CQ0O59NJLefTRRzGbzScV+7E+75P9/g5oCvKKK64I+savvPIKCQkJQV8n2peiKDg1DoweE0p9KkQdoq9jFwVksb62XhIwIYQ4Tdjddsb8c0yn9/vDrB8I0YcE1PZESlQdOHCANWvWYDKZ+Oijj6isrOTWW2+lurq6W68DC2gR/scff4zBYGhRv+pYx3/+8x8aGho6OnYRIK/WV6TWY0kBYJB2OwBrq1pvqySEEEJ0tWBKVHm9XhRF4e233+bMM8/koosuYtGiRSxduhS7vfuWXAp4Ef7zzz8f8IjW+++/f8IBifanan0/nQ2J6IGh4dtQvF4KXG6KG52kmAxdGp8QQoiOZ9aZ+WHWD8dv2AH9BupESlQlJyeTmppKZGSk/9zAgQNRVZXCwkL69u17YoF3sIBGwL777jtiYgKfqvriiy9ITU094aBE+1KMvgzMZotE8egJM1hJqikCYH2tjFQKIcTpQFEUQvQhnX4Euv4LTqxE1dlnn01xcXGLmbc9e/ag0WhIS0s7sQ+rEwSUgE2cONFfaDQQ55xzDkaj8YSDEu1LF+Wbe6+gHmO97xHe3g17AFgv+0IKIYToRubPn8/rr7/OG2+8wc6dO7nzzjtblai69tpr/e1nzZpFbGwsN9xwA7m5uaxevZrf//733HjjjSe9CL8jBVyIdc+ePbzxxhvk5+czf/58cnNzOzIu0Y5SUn37TVZo6jBZegHQ3+v757euRtaBCSGE6D5mzpzJs88+yyOPPMKIESNYvXo1n3/+OZmZmQCUlJSQn5/vbx8WFsby5cupra1l9OjRXH311VxyySU8//zzXfUWAhJwGYoLL7yQVatW8cQTT1BWVsZ3333HunXrOjq+U15Hl6EA+D5/LV8v+RKtquVXMQp1Q96kvDSWO5NeBUVh67jBJBr1HdK3EEKI9nMyZShE8DqyDEXAI2Aej4fBgwczd+5c/vznPwfdkeg6wxKHUGuoBaC+3rdnZlxsDQlVJYCsAxNCCCE6W8AJWHh4OPfdd5//9+a9F0X3F2mMpF7vm2qstBtR3EY0ei+9qvcBsE4SMCGEEKJTBZyA/elPf/IXZHU4HPzmN7/psKBE+3M3PQlZrqn1rwPr59gFyAiYEEII0dkCTsBycnL8fzYajf6nEUTPoInwFWGtUqwYLb7NwgfqdgCw1+agwunqstiEEEKI003gtSWO8OOPP7Jy5UrKy8vxer0tXlu0aFG7BCbaV3L8QFwHd6BHj8eSDEBiXA1xVaVUxibxQ62VXyVEdW2QQgghxGki6ARs4cKF/PGPf6R///4kJia2KLAWTLE10bkGxQ3iB+MaEhoTsNTHoACmaBvpu/OojE1ifW2DJGBCCCFEJwk6AXvuued44403uP766zsgHNFR+semsdxQS0JjAuUOLynOMDyGBnrX72EzY2UdmBBCCNGJAl4D5r9Ao+Hss8/uiFhEB0qJCsGGG4AybTWmpnVgA/AVZN1pbaTG5e6y+IQQQojTSdAJ2J133smLL77YEbGIDpQQYaTKGwpAneLBUNcLgKTYBmJqylGBH2RbIiGEEKJTBD0Feffdd3PxxRfTu3dvBg0a1Koe2IcffthuwYn2Y9JrqVd706hpwOQ14bQkARCW0Eh64UGqoxNYX9vAhfGRx7mTEEIIIU5W0CNgt99+O9999x39+vUjNjaWyMjIFofovmJN/agx1gBQa/Ftlq4PryWj/AAgBVmFEEJ0Dy+99JJ/+59Ro0bx/fffH7P922+/zfDhwwkJCSE5OZkbbriBqqqqTor2xAQ9Avbmm2/ywQcfcPHFF3dEPKIDpYdnUuupJtmeTLHXTu/GGNymavo69wCwo8GOxe0hQqft4kiFEEKcrpYtW8a8efN46aWXOPvss3n11VeZNm0aubm5ZGRktGq/Zs0arr32Wp555hkuueQSioqKmDNnDjfddBMfffRRF7yDwAQ9AhYTE0Pv3r07IhbRwZIjQ7BrfFsSFWsbMTatA0uJbiSqrhIv8IOMggkhhOhCixYtYvbs2dx0000MHDiQZ599lvT0dF5++eU22//3v/+lV69ezJ07l6ysLM455xxuueUWNmzY0MmRByfoBOyhhx7iwQcfxGazdUQ8ogMlRZio95hxapy40eCp860Di0mF9OKDAKyXhfhCCHFKUlUVr83W6YeqqgHH6HQ62bhxI1OmTGlxfsqUKaxbt67Na8aNG0dhYSGff/45qqpSVlbG+++/3+1n6oKegnz++efZv38/iYmJ9OrVq9Ui/E2bNrVbcKJ9JUWaqLYPosJUTqotlZoaA2bAFFNB+q6DbBs4mvW19V0dphBCiA6g2u3sHjmq0/vtv2kjSkhIQG0rKyvxeDwkJia2OJ+YmEhpaWmb14wbN463336bmTNn0tjYiNvt5tJLL+X//u//Tjr2jhR0AnbZZZd1QBiiMyRHmrHYBlGWuI1UWypFNjN9VAXVVE1mTQEAP9fbsbo9hMo6MCGEEF3klzvrqKp61N12cnNzmTt3Lg888ABTp06lpKSE3//+98yZM4fFixd3RrgnJOgE7MEHH+yIOEQnSIo0obqjcOgrASjVaBloTcQVVkpauIeI+los4VFstNiYEBPexdEKIYRoT4rZTP9NG7uk30DFxcWh1WpbjXaVl5e3GhVr9vjjj3P22Wfz+9//HoBhw4YRGhrK+PHjeeyxx0hOTj7x4DtQ0AnYTz/9hNfrZcyYMS3O//DDD2i1WkaPHt1uwYn2lRRpAsDkNNGgayDMHeZbBxZWSkKmnrSSg+SGj2B9bYMkYEIIcYpRFCXgqcCuYjAYGDVqFMuXL+fyyy/3n1++fDnTp09v8xqbzYZO1zKd0Wp9szjBrD/rbEEvwr/tttsoKChodb6oqIjbbrutXYISHSPMqCPcqMNly6bcXA5AXbXvX8aIhBrSSg4CsL7a0lUhCiGEOM3Nnz+f119/nTfeeIOdO3dy5513kp+fz5w5cwBYsGAB1157rb/9JZdcwocffsjLL7/MgQMHWLt2LXPnzuXMM88kJSWlq97GcQU9Apabm8vIkSNbnc/JySE3N7ddghIdJynSRFHNKDzJH5Ndn02pLYJwwBuWR3ppGgCb6m04vF6MmqDzcyGEEOKkzJw5k6qqKh555BFKSkoYMmQIn3/+OZmZmQCUlJSQn5/vb3/99ddTX1/PCy+8wF133UVUVBTnnXceTzzxRFe9hYAEnYAZjUbKysrIzs5ucb6kpKTVEKDofpIiTewtTyfRUI6KSpkzhr5eHV59A2kaLSG2emwh4Wyx2BgTFdbV4QohhDgN3Xrrrdx6661tvrZ06dJW526//XZuv/32Do6qfQU9xDF58mQWLFhAXV2d/1xtbS333XcfkydPbtfgRPtLjjQBCn0wUW2sRlW1qJYE32vpZtKbpyGlIKsQQgjRYYJOwJ5++mkKCgrIzMzk3HPP5dxzzyUrK4vS0lKefvrpjohRtKPkSN/TKPFqpn8dmLUmAoCYVAtpTQVZ11bWdkV4QgghxGkh6DnD1NRUfv75Z95++222bt2K2Wzmhhtu4De/+U2roqyi+0mN9iVgLtdQKkzfMpCBlFujCAM04Xmkl4cC8FO9HbdXRadpu+6KEEIIIU5cwAnYfffdx2WXXcaZZ55JaGgo//u//9uRcYkOkhblS8C2W4fijX4XDx6q7QlkA86wg6Q1jMXosNNoNLOtwU5ORPd+ZFkIIYToiQKegiwpKeFXv/oVycnJ/O///i//+c9/cDgcHRmb6ABp0b6EanednhEqVJmqsNsjUF0GVK2T1KTIw+UoamRbIiGEEKIjBJyALVmyhLKyMv71r38RFRXFXXfdRVxcHFdccQVLly6lsrKyI+MU7SQp0oSigMPtZbgphQpTBaDgqI0BIC7VQlqJ7/He78urujBSIYQQ4tQV1CJ8RVEYP348Tz75JLt27eLHH3/krLPO4m9/+xupqalMmDCBp556iqKioo6KV5wkg05DYrivIn5W+BAqzBUAVDf4EjBD9AEyy3xPQP5U34i3G1cRFkIIIXqqk6q0OXDgQO655x7Wrl1LQUEB1113Hd9//z3vvPNOe8UnOkDzQnx9yJnY9ZV4cFNj9ZWicEbsI6s+Cr3TQYOiYae1sStDFUIIIU5J7VY5NSEhgdmzZzN79uz2uqXoIGnRZjYeqmGvpg9DnA4qTVUYLfEAOMOKSYlIIrX0EAcz+rG+pp7BYYFvpCqEEEKI4ws6Abv88stRlNalCRRFwWQy0bdvX2bNmkW/fv3aJUDR/lKbnoQ8YDUyAhOrzBUk1iTiaghHH1ZPbFI16SVODmb0Y2VxOTelJ3RxxEIIIcSpJegpyMjISFasWMGmTZv8idjmzZtZsWIFbrebd999l2HDhrF27dp2D1a0j+YpyKIaOzkR2ZSbfAVZay1xAJjj9pNRbgPgpwZHt95NXgghxKll9erVXHLJJaSkpKAoCh9//PFxr1m1ahWjRo3CZDKRnZ3NK6+80vGBnqSgE7CkpCRmzZrFgQMH+OCDD/jwww/Zv38///M//0Pv3r3ZuXMn1113HX/4wx86Il7RDppHwIpq7QxPPYs6Qw1e1UVtQ9M6sMh99K+PRud2UafRstcm5UaEEEJ0DqvVyvDhw3nhhRcCap+Xl8dFF13E+PHj2bx5M/fddx9z587lgw8+6OBIT07QU5CLFy9m7dq1aDSHczeNRsPtt9/OuHHjWLhwIb/73e8YP358uwYq2k/aESNgYaln0mf3Umr0lYQ1rQOzR+aRYkojpayA/NRs1lVb6Bdq6sqQhRBCnCRVVXE7vZ3er86gaXPp0tFMmzaNadOmBdz+lVdeISMjg2effRbwPSC4YcMGnnrqKa688spgw+00QSdgbrebXbt2tVrjtWvXLjweDwAmkymoD1t0rtQoXzHWeoeb+ugR5DgcbAqvILZmCF6XHo2+kdjYetJKqslPzea7olKul3VgQgjRo7mdXl67Y1Wn9/u/z01Eb9R22P3Xr1/PlClTWpybOnUqixcvxuVyddttEoOegrzmmmuYPXs2zzzzDGvWrGHt2rU888wzzJ49m2uvvRbwzcUOHjy43YMV7cNs0BIbagCgwGFihCa8qR6YBoslFoCQuANklPtKUGywyjowIYQQ3VNpaSmJiYktziUmJuJ2u7t1kfigR8CeeeYZEhMTefLJJykrKwN8b/TOO+/0r/uaMmUKF154YftGKtpVarSZKqvTtxA/ZiB1jl3gdVHXkEBUbCnOqL0M2T4BjcdNlVbPoUYnvczGrg5bCCHECdIZNPzvcxO7pN+O9stZt+ZBg+48Gxd0AqbVarn//vu5//77sVgsAERERLRok5GR0T7RiQ6TGmXm58I6imrtTE49k/i927AplVia14FF7SNNP4vk8iKKkjNZU1lLr/TE49xVCCFEd6UoSodOBXaVpKQkSktLW5wrLy9Hp9MRGxvbRVEd30mlpREREa2SL9EzNC/EL6yxo6TkMKLRQWFYBfWWOFQVXCEVxIa5SS/1bSu1oqCkK8MVQggh2jR27FiWL1/e4tzXX3/N6NGju+36LwgwARs5ciQ1NTUB3/Scc86R/SC7OX8piho7pOSQ43BSGFmJx2PAbo0EfOvAMst868B+sjm7LFYhhBCnj4aGBrZs2cKWLVsAX5mJLVu2kJ+fD8CCBQv8a84B5syZw6FDh5g/fz47d+7kjTfeYPHixdx9991dEX7AApqC3LJlC1u3biUmJiagm27ZsgWHQ2pHdWep0b4nIYtq7RASwwhdNLWGWhSPi7r6BELC6nBE7WP4vlG85/FQoTWQb3eQIevAhBBCdKANGzZw7rnn+n+fP38+ANdddx1Lly6lpKTEn4wBZGVl8fnnn3PnnXfy4osvkpKSwvPPP9+tS1BAEGvAzj///ICfhOvOi96Ez5HFWAH6JwzDaN+Cx12JpS6e5OS92KP3kq6/hKSKQoqTMvm+vJqrM5O7MmwhhBCnuEmTJh0z31i6dGmrcxMnTmTTpk0dGFX7CygBy8vLC/rGaWlpQV8jOk/zdkTVVic2p5uQlBwG5/5IhakCsyULgMaIPOJNGnqVlVCclMm3BSWSgAkhhBDtIKAELDMzs6PjEJ0s0qwn3KSjvtFNUY2dvikjGLHZwWexFSRWDsXZaMZgsmOKyaNXmYN1wE92V1eHLYQQQpwSOr44h+i2mqchC2vtkJzDiEYn5WF1aN1u6iy+yveNMXsYXheDxuOhQmck3y5r+4QQQoiTJQnYaezIPSEJjWW4MR5VUdHaK6mr89X8skftIUOfSFJFIQCry6u7LF4hhBDiVCEJ2GksrelJyMIa30L86OTh9HK6sGgr/CNg9qj9xBl09Cr3Fbn7pqC4a4IVQgghTiGSgJ3GDhdjtflOpOQw3OEgL7oSmzUSt0uPqmvEFFVAn0rfRusb7G7ZF1IIIYQ4SSecgDmdTgoLC8nPz29xiJ6jeQSsoGkEjOQRjHA42J1Yg9btxdI8Cha9l+HVkWg8Hip1RvIbpSirEEIIcTKCTsD27t3L+PHjMZvNZGZmkpWVRVZWFr169SIrK6sjYhQdxD8CVn14BGxEoxOPFsz1lYenIaP3kK5P8K8DW1XafXeXF0IIIXqCoDfjvv7669HpdHz22WckJydL0dUeLD3GNwJW1VwLLCSG7NBkwj1e7JSjqUsCfAlYvN5AVuVBXz2wwhKuzUrtytCFEEKIHi3oEbAtW7bw6quvMm3aNEaMGMHw4cNbHMF66aWXyMrKwmQyMWrUKL7//vtjtl+1ahWjRo3CZDKRnZ3NK6+80qrNBx98wKBBgzAajQwaNIiPPvoo6H5VVeWhhx4iJSUFs9nMpEmT2LFjR4s2t9xyC71798ZsNhMfH8/06dPZtWtX0J9BV4k064kw+XLw5oX4muQRDHM4KAyvoL4+Fq9Hg8dQjzm8jAE1vrVfPzV6ZR2YEEKIDrF69WouueQSUlJSUBSFjz/++JjtP/zwQyZPnkx8fDwRERGMHTuWr776qnOCPQlBJ2CDBg2isrJ9pqCWLVvGvHnzuP/++9m8eTPjx49n2rRpR11LlpeXx0UXXcT48ePZvHkz9913H3PnzuWDDz7wt1m/fj0zZ87kmmuuYevWrVxzzTXMmDGDH374Iah+n3zySRYtWsQLL7zATz/9RFJSEpMnT6a+vt7fZtSoUSxZsoSdO3fy1VdfoaoqU6ZMwePxtMvn0xmaR8EK/NOQvnVguUm1aFwq9Q1xANii9zCsIgKtx021zsABqQcmhBCiA1itVoYPH84LL7wQUPvVq1czefJkPv/8czZu3Mi5557LJZdcwubNmzs40pOkBunbb79Vx44dq3733XdqZWWlWldX1+IIxplnnqnOmTOnxbkBAwao9957b5vt77nnHnXAgAEtzt1yyy3qWWed5f99xowZ6oUXXtiizdSpU9Wrrroq4H69Xq+alJSk/uUvf/G/3tjYqEZGRqqvvPLKUd/P1q1bVUDdt2/fUdv8Ul1dnQoE/dm1l/998yc18w+fqUvWHPCd2Petuv7xeHXI0iHqc7fNUd9Ycqn6zbfZ6o//+B/1+zu+UUf/4wM1ccVm9bV9BV0SrxBCnM7sdruam5ur2u32rg6lUwDqRx99FPR1gwYNUh9++OGT7v9Yn/fJfn8HPQJ2wQUX8N///pfzzz+fhIQEoqOjiY6OJioqiujo6IDv43Q62bhxI1OmTGlxfsqUKaxbt67Na9avX9+q/dSpU9mwYQMul+uYbZrvGUi/eXl5lJaWtmhjNBqZOHHiUWOzWq0sWbKErKws0tPTj/f2u430Np6EHOpwolFV3K5yf0FWW/Ru4vR6+lSXA/BtUWmXxCuEEOLEqKqKq7Gx0w+1k5eseL1e6uvriYmJ6dR+gxX0IvzvvvuuXTqurKzE4/GQmJjY4nxiYiKlpW1/uZeWlrbZ3u12U1lZSXJy8lHbNN8zkH6bf7bV5tChQy3OvfTSS9xzzz1YrVYGDBjA8uXLMRgMR33fDocDh+Pw9J3FYjlq287QPAXprwUWEkNoZDr9nE7KzRWE1A1A9Sq4zVUYQ6sYatHyHbDBqeJVVTTyEIYQQvQIboeD56/7f53e79y/v4/eZOq0/p5++mmsViszZszotD5PRNAJ2MSJE9s1gF8+Ramq6jGfrGyr/S/PB3LP9mpz9dVXM3nyZEpKSnjqqaeYMWMGa9euxXSUv2yPP/44Dz/88NHeXqdLj/GVoiioth8+mZLD8LLVbEyoYaRNob4hloiISmzRuxl8qDd6p4MGg5HcBjtDwkO6KHIhhBCipXfeeYeHHnqIf//73yQkJHR1OMcUdAIGUFtby+LFi9m5cyeKojBo0CBuvPFGIiMjA75HXFwcWq221WhXeXl5q5GnZklJSW221+l0xMbGHrNN8z0D6TcpyVd+obS0lOTk5GPGFhkZSWRkJH379uWss84iOjqajz76iN/85jdtvocFCxYwf/58/+8Wi6VLpywPT0HaDp9MyWHEoeW8nxTG5J98+0JGRFRij95F/MEzSC85yIHM/qworWRIeEYXRS6EECIYOqORuX9/v0v67QzLli1j9uzZvPfee1xwwQWd0ufJCHoN2IYNG+jduzfPPPMM1dXVVFZWsmjRInr37s2mTZsCvo/BYGDUqFEsX768xfnly5czbty4Nq8ZO3Zsq/Zff/01o0ePRq/XH7NN8z0D6TcrK4ukpKQWbZxOJ6tWrTpqbM1UVW0xxfhLRqORiIiIFkdXSm0qxlrf6KbO5ltHR0oOIxwOPFoFrb2CutqmdWAxvnVgfWt9T8GuKC7vkpiFEEIET1EU9CZTpx+dUS/0nXfe4frrr+ef//wnF198cYf31x6CHgG78847ufTSS/nb3/6GTue73O12c9NNNzFv3jxWr14d8L3mz5/PNddcw+jRoxk7diyvvfYa+fn5zJkzB/CNFhUVFfHmm28CMGfOHF544QXmz5/PzTffzPr161m8eDHvvPOO/5533HEHEyZM4IknnmD69On8+9//5ptvvmHNmjUB96soCvPmzWPhwoX07duXvn37snDhQkJCQpg1axYABw4cYNmyZUyZMoX4+HiKiop44oknMJvNXHTRRcF+rF0mxKAjLsxAZYOTghobkSGRkDycVLeHOLeHGn05Lkt/VFXBFVKO3lxLjs3IV8AWt4LLq6LXdO06sHq3h4N2B0PCzFIYWAgheriGhgb27dvn/z0vL48tW7YQExNDRkZGq9zgnXfe4dprr+W5557jrLPO8s9wmc3moGbmOl2wj02aTCZ1586drc7v2LFDNZvNQT+G+eKLL6qZmZmqwWBQR44cqa5atcr/2nXXXadOnDixRfuVK1eqOTk5qsFgUHv16qW+/PLLre753nvvqf3791f1er06YMAA9YMPPgiqX1X1laJ48MEH1aSkJNVoNKoTJkxQt23b5n+9qKhInTZtmpqQkKDq9Xo1LS1NnTVrlrpr166g3n9Xl6FQVVWd/sIaNfMPn6lfbCs+fPLZ4eq8F7PV2fcOVh+5/371o49Hq998m63ueOYJ9cs/fKj2+s8aNXHFZvXH2oYui7tZztrtauKKzeqKyq77DIUQojOcDmUovvvuOxVodVx33XWqqrbODSZOnHjM9iejI8tQKKoa3POhiYmJ/OMf/2hVxuGrr77i2muvpays7KSTwtOJxWIhMjKSurq6LpuOvP2dzXy6tZj7LxrIzROyfSffu4G/FyxnsSGK32w/h5BxhaSl7SSyYBLurVdzz6Bi9vQewp0pUfyhf68uibtZ0ndbALg2JZYn+/ecEiBCCBGsxsZG8vLy/Du5iI51rM/7ZL+/g14DNnPmTGbPns2yZcsoKCigsLCQd999l5tuuumoC89F99a8KXerhfgOBzXhCqGWw+vA7DG7iNPpGGCpBmBFaVWnx3s0Wpl+FEII0UMEvQbsqaeeQlEUrr32WtxuNwB6vZ7f/va3/OUvf2n3AEXH8z8JWd0yARvocGJQVSyaCiyWfqgqOENL0ZnqONNh5hNgu0ehwe0hTKftmuCPoJP8SwghRA8R9AiYwWDgueeeo6amhi1btrB582aqq6t55plnMHbSo6aifTXXAmvekBuA5OEYgMEOBweja1AbtVitvp0ObNF76GNLIKquCo+iYV1tQxdE3ZqMgAkhhOgpgk7AmoWEhDB06FCGDRtGSIgU4+zJmkfACmvsh7eMMEVAbF9GNDrZk6YSV1np35bIHr2L0MYIMgt9T6l8W9o+m7OfLJ0kYEIIIXqIgKYgr7jiCpYuXUpERARXXHHFMdt++OGH7RKY6DwpUWYUBewuD5UNTuLDm0YyU3IYvv9T/p4QTsyGCsprE0lN3YUtZhcpipahVgtbge8q67o0/maSgAkhhOgpAhoBi4yM9NdXioiI8Fd/b+sQPY9BpyEpwvd0xy8X4g9vdODVKNjVCurqEn3rwMKK0ZrqOcsbieL1kK9qKGx0dlH0h2kl/xJCCNFDBDQCtmTJEv+fly5d2lGxiC6UHh1CSV0jBdU2Rmb41nqRkkOc10uGR6Ugohqa1oGFhdVgi95Fcn1/ksuLKE7KYHV1PbNSYrv0PcgImBBCiJ4i6DVg5513HrW1ta3OWywWzjvvvPaISXSBtLYW4icNBUXDCJuVvalN68COKEcRYg+nV/M6sLKuL0chCZgQQoieIugEbOXKlTidraebGhsb+f7779slKNH52ixFYQyDuP4MdzjZk6oQX17hX4hvi95FpEdhuMP3BOT3tVY8wdX0bXeSgAkhhOgpAq4D9vPPP/v/nJub699rCcDj8fDll1+SmpravtGJTpMR40vA8o9MwABScsjJ3Yc1TkFxVFBX18+/DkxjquNMfRKLHY1YjCZ+rreTE9F1T8RKAiaEEKKnCHgEbMSIEeTk5KAoCueddx4jRozwH6NGjeKxxx7jgQce6MhYRQfKjD16Atbb5SIcDcXh1b+oB7abGG86GcUHAFhVbenUmH9JFuELIUTPt3r1ai655BJSUlJQFIWPP/444GvXrl2LTqdjxIgRHRZfewk4AcvLy2P//v2oqsqPP/5IXl6e/ygqKsJisXDjjTd2ZKyiAzWPgBXX2nF5vIdfSMlBAwxzuNib0nIdmC1mJ2ZrmH8d2DflNZ0ddgsyAiaEED2f1Wpl+PDhvPDCC0FdV1dXx7XXXsv555/fQZG1r4CnIDMzMwHwer3HaSl6ovhwI0adBofbS1GNnV5xob4XkoaCRscIWz0fpkUyYU0FxbVJpKbtwh6zixiXyiiNnW+AzdZGal1uovRB73B1wo7cS14SMCGE6PmmTZvGtGnTgr7ulltuYdasWWi12qBGzbrKCX9T5ubmkp+f32pB/qWXXnrSQYnOpygKGTEh7C1vIL/adjgB05sgYRAjanfzYhKEW1ruC6kx1jEsojex1eVUxSSwqqae6QnRnRa354h1/7IVkRBCHJ2qqqiuzh9EUfQafy3RjrJkyRL279/PW2+9xWOPPdahfbWXoBOwAwcOcPnll7Nt2zYURfGPQDR/uB6Pp30jFJ0mM/ZwAtZCSg7DyrahURRKQ3zrwBoaYggPr8YWs4sI1zCy8vdQFZPAt1WWTk3A3C1GwDqtWyGE6HFUl5fiB9Z1er8pj4xDMWg77P579+7l3nvv5fvvv0en67wZmJMVdBmKO+64g6ysLMrKyggJCWHHjh2sXr2a0aNHs3Llyg4IUXSW9Jg2SlEApI4kRFXpj4HdqS33hbTF7MTcEEp2wR4Avq2sw9uJ5SiOTMBkBEwIIU4vHo+HWbNm8fDDD9OvX7+uDicoQaeK69evZ8WKFcTHx6PRaNBoNJxzzjk8/vjjzJ07l82bN3dEnKITNC/EP1TVegQMYERDPRvTDIzc6FsHlpa2E1v0LmIavYzQa/jI6aAKI9sa7AwP75xyFG5ZAyaEEAFR9BpSHhnXJf12lPr6ejZs2MDmzZv53e9+B/jWqquqik6n4+uvv+62ReKDTsA8Hg9hYWEAxMXFUVxcTP/+/cnMzGT37t3tHqDoPEetBZYwCHQmRtjqeS8pltiqCnbW9UdVFVyhZSimarKihpJZtJ99WYP4tsrSiQnY4T9LAiaEEEenKEqHTgV2hYiICLZt29bi3EsvvcSKFSt4//33ycrK6qLIji/oBGzIkCH8/PPPZGdnM2bMGJ588kkMBgOvvfYa2dnZHRGj6CTNtcAKqm2oqnp40aRWD0lDGVG6CbdOodpQDQ4N9fUxRERUYYvZRaR7JNn56/wJ2PxeSZ0S85HV9yX/EkKInq+hoYF9+/b5f8/Ly2PLli3ExMSQkZHBggULKCoq4s0330Sj0TBkyJAW1yckJGAymVqd726CHhf84x//6C9F8dhjj3Ho0CHGjx/P559/zvPPP9/uAYrOk9a0HVG9w02tzdXyxZQckt0eEjQm9qZ6m+qB+ZIsW8xOjA2hZBfsBWCTxUaV090pMbu7ePsjIYQQ7WvDhg3k5OSQk+Nb/jJ//nxycnL8xd5LSkrIz8/vyhDbRdAjYFOnTvX/OTs7m9zcXKqrq4mOju7wx0xFxzLptSRGGCmzODhUbSM61HD4xZSRKMAIt8KuNIVf5VZQWJdEOjuwxewkdoeH3nGxxFWVUhmbxMpqC1cmxXR4zJKACSHEqWXSpEktajz+0tKlS495/UMPPcRDDz3UvkF1gKBGwNxuNzqdju3bt7c4HxMTI8nXKeJYe0IC5Fgq2JOqkFBejqUuHq9Xg9tcBeYKMlJzyM73PQ35TVXnbEvkkfxLCCFEDxRUAqbT6cjMzJRaX6ewo5aiiOsLhjBGWBuoD1FwUoviVKivjwN805CRajq9D/kexFhRXY/L2/HZkYyACSGE6IlOaA3YggULqK6u7oh4RBfLjPFVwM//ZSkKjRaSh9Pf6cSk6Nid4iGuspLaI9eB1YeQUl5AiL2BOreHH+oaOjxeScCEEEL0REGvAXv++efZt28fKSkpZGZmEhoa2uL1TZs2tVtwovNlxJoBOFRtbf1iSg76Q2sZog1nV7qTiXkVFNQmQqYvAYvb5iYpM4vsQ7vZPmAUX1bWcU50eIfGKwmYEEKInijoBGz69Omy3usUluGfgrS3fjF1JAA5jY18mqbw6x/K2WEZhNerBWMdakgJvWJz6HNwB9sHjOKrSguP9lE79O+LJGBCCCF6oqATsJ7wZIE4cc1rwIrr7DjdXgy6I2apU0cBMKK6iL/FR6N31qFxqVjq4omKLsUWu5MI73gyC/+NzuOmoBF2WhsZFGbusHhlEb4QQoieKOg1YNnZ2VRVVbU6X1tbK4VYTwHxYUbMei2qCoU1v1gHFpUJ5hiG222gKOxOdrdaB2awhGD0eMhsqgn2VWVdh8YrI2BCCCF6oqATsIMHD7b5FKTD4aCwsLBdghJdR1GUo5eiUBRIHUmk10u2IZpdaQrx5RX+BMwevQtjvZOEXtn0ObgLgC87OAHzSAImhBCiBwp4CvKTTz7x//mrr74iMjLS/7vH4+Hbb7/t1nsuicClx4Swu6y+dSkK8E1D7vuGHNXAljSFi7aWs6NhMB6PHgwNeMMLyIzJofcPn6OoKlvr7ZQ4nCQbDa3v1Q5kBEwIIURPFHACdtlllwG+EZLrrruuxWt6vZ5evXrx9NNPt2twoms0j4Ad+mUpCoAU30L84ZZqPk6ECEsNGpeX2toEYmOLsMXkEum9gFC7lfTqUvJjk/m60sJ1qXEdEqtb8i8hhBA9UMBTkF6vF6/XS0ZGBuXl5f7fvV4vDoeD3bt386tf/aojYxWdpFdcUwLW5ghY05OQlfl4tAr7ktVW+0LqLSEoioZee3071H9R0XHTkDIFKYQQp5bVq1dzySWXkJKSgqIofPzxx8e9xuFwcP/995OZmYnRaKR379688cYbHR/sSQh6DVheXh5xcR0zmiG6h8xYX223Q1Vt1AILS4DIdDLdLqL1YexMU0koLz+8ED96N4Z6O4lZvembtwOA72vrqXZ1zObcnVFtXwghROexWq0MHz6cF154IeBrZsyYwbfffsvixYvZvXs377zzDgMGDOjAKE9e0GUoAL799lu+/fZb/0jYkbp7ximOr1fs4SlIr1dFo/lFHa+UHJS6AobrY9iVZmHi7gq2WYficpnQ6xvxROSRGT2S0gPLSG9soMAUxpeVdcxKjm33WGUNmBBCnFqmTZvGtGnTAm7/5ZdfsmrVKg4cOEBMTAwAvXr16qDo2k/QI2APP/wwU6ZM4dtvv6WyspKampoWh+j5UqPM6DQKDreXsvrGNhr46oHlON3sTVWIrqlG6/ZQW5sI4FsHpqYD0G+/bxrys/LaDolVpiCFECIwqqridDo7/VA7+L/Tn3zyCaNHj+bJJ58kNTWVfv36cffdd2O3t1FQvBsJegTslVdeYenSpVxzzTUdEY/oBnRaDWnRZg5W2ThYaSM58heFVJvXgVUXYY9QKE5Q/PXA4uMPYYvJJWbf/0PRaMjc9gMMHsv3NQ3UutxE6U9o0PWoZBG+EEIExuVysXDhwk7v97777sNg6Jgn4QEOHDjAmjVrMJlMfPTRR1RWVnLrrbdSXV3drWflgh4BczqdjBs3riNiEd3IMdeBJY8AFAZVF6DX6NmR4vGtA6vxrQNrjNqPtr6BpKy+xNZWkoUbl6ryVaWl3eOUETAhhDi9eb1eFEXh7bff5swzz+Siiy5i0aJFLF26tFuPggU9HHHTTTfxz3/+kz/96U8dEY/oJnrFhrAKONhWKQpTBMT1w1i5m0EhKexKz2P0mgq2NQ7F6QjFYLTijdxLRvQISvbvZnhFAXnxWXxaUcvM5Jh2jVPWgAkhRGD0ej333Xdfl/TbkZKTk0lNTW1Rn3TgwIGoqkphYSF9+/bt0P5PVNAJWGNjI6+99hrffPMNw4YNa/XBLlq0qN2CE12neQQsv7qNETDwTUNW7iZHMfPvNIWYat86sJqaRBKTDmCLzSXCfQUA6ZvXwpQsVlXXY3F7iNBp2y1OScCEECIwiqJ06FRgVzn77LN57733aGhoICwsDIA9e/ag0WhIS0vr4uiOLugpyJ9//pkRI0ag0WjYvn07mzdv9h9btmzpgBBFV2iuBXawso0RMDi8MbfVQk24Qm2UtmkdWDLgqwemqzWj0WoxHdhFb6OuaRqyfWuCyWbcQghxamloaGDLli3+nCIvL48tW7aQn58PwIIFC7j22mv97WfNmkVsbCw33HADubm5rF69mt///vfceOONmM3mtrroFoIeAfvuu+86Ig7RzRy5BkxVVRTlF6UomhbiDy/dCwmhbEt1k1Bezu7aPgA0RhxE21BLYu++lOzZxTiHhf2E8El5Lb9Oar9pSBkBE0KIU8uGDRs499xz/b/Pnz8fgOuuu46lS5dSUlLiT8YAwsLCWL58ObfffjujR48mNjaWGTNm8Nhjj3V67ME44UfS9u3bx/79+5kwYQJms7ntL2nRY6VFm9EoYHV6qGxwEh9ubNkgcShoDcRZq0gP6c3O9GKG/FDONucw7PYozOZavNE7SY8YRsmeXQzYvw16j+G7agtVTjexhvZ5GlISMCGEOLVMmjTpmKUrli5d2urcgAEDWL58eQdG1f6CnoKsqqri/PPPp1+/flx00UWUlJQAvsX5d911V7sHKLqGUaclJco3dNvmk5A6AyQNAyDHlMiuNIXomhq0bjc11U31wGJzCff46oF5t/zAkDAzbhU+q6httzglARNCCNETBZ2A3Xnnnej1evLz8wkJCfGfnzlzJl9++WW7Bie6Vq+macg2n4SEw+vAXF5KYqAxxLcOrKZpHZg1Jte/DsxSUc5Fob5Rrw/L2q9gryRgQggheqKgE7Cvv/6aJ554otWTBX379uXQoUPtFpjoepn+LYmO9iRkU0X86mJQFHKb9oWsq01EVRVcoaVoGktJ6t0PgJFlB1GAH+qsFDQ62yVGWYQvhBCiJwo6AbNarS1GvppVVlZiNBrbuEL0VIGOgGWX5BJuCGdHqpeEsnI8HgNWazwAanQuKZlDALDnbmVclO8R4Y/aaRRMRsCEEEL0REEnYBMmTODNN9/0/64oCl6vl7/+9a8tnloQPd9xR8BissEUicbjYHh4FrvSm+uBuamuTgB805ARngwACnK3cUViFAAflNW0y/5gkoAJIYToiYJ+FO2vf/0rkyZNYsOGDTidTu655x527NhBdXU1a9eu7YgYRRfpFecbAcurPEopCo3GNwq2fwU5mjDWJYLboCG+ooLa2GQyMrZji91BdKEJjVZHfWUF0xQnBkVht7WRXGsjg8NOrkaLbEUkhBCiJwp6BGzQoEH8/PPPnHnmmUyePBmr1coVV1zB5s2b6d27d0fEKLpIRoxvBKy+0U2tzdV2o+Z1YLYGvBqF/Wk64ssrsFji8Xp1eIwWNO6DJPXxbQVRt2sHk+MiAPig9OSnIWUzbiGEED3RCRVjSkpK4uGHH27vWEQ3Y9JrSY40UVLXyMEqK9GhbWxh0ZSADSnbiy5cx88pTs7PLUdVh1Ffn0hkZBHE5JKoH0zx7p0U7PiZK2eewX8q6vigrJr7spPRaU68fpyMgAkhhOiJgh4BW7JkCe+9916r8++99x5///vf2yUo0X0cXgd2lIX4Kb6K+OaKPQyI7svOdIiprkbn9lBd5asHZo3dQbi7aR3Yzu2cHxNOjF5LmdPNypr6k4rPJQmYEEKIHijoBOwvf/kLcXFxrc4nJCSwcOHCdglKdB+9/FsSHSUBC0+EyHRAZYQ5ib0pCmgU4irKqalNAsAWvRttjR6NVkt9ZQWNVRVcmRgNwLslVScVnyzCF0II0RMFnYAdOnSIrKysVuczMzNb7M0kTg3Ne0LmVTYcvVHTvpAj3ODSKxSkGUkoL8faEIPHHYKqawRlN4nZvnVgBbnbuSo5FoCvKy1Uu9wnHJ/UARNCiFPL6tWrueSSS0hJSUFRFD7++OPjXvP2228zfPhwQkJCSE5O5oYbbqCq6uT+B7+jBZ2AJSQk8PPPP7c6v3XrVmJjY9slKNF9ZB3xJORRpY4GIKemFIAtKQ7iyysAhdqmqvhK3A7iUvoDUJi7ncFhZoaGmXGq6knVBJMRMCGEOLVYrVaGDx/OCy+8EFD7NWvWcO211zJ79mx27NjBe++9x08//cRNN93UwZGenKATsKuuuoq5c+fy3Xff4fF48Hg8rFixgjvuuIOrrrqqI2IUXSg73peAHWgqRdGmpoX4CcU/kxqWSm5a0zowj4eqKl89MFvsDkKPqAcGMDM5BoBlJdUnHJ8swhdCiFPLtGnTeOyxx7jiiisCav/f//6XXr16MXfuXLKysjjnnHO45ZZb2LBhQwdHenKCTsAee+wxxowZw/nnn4/ZbMZsNjNlyhTOO+88WQN2CsqMDUFRfKUoqqxH2T4oZQQoWqgvYURUP3anKSioxJWV+/eFbIw8gLYOFI0GS0UZlopyLk+IRq8o/NxgJ7fBfkLxyQiYEEIERlVVPB5bpx/tUXT7WMaNG0dhYSGff/45qqpSVlbG+++/z8UXX9yh/Z6soMtQGAwGli1bxqOPPsrWrVsxm80MHTqUzMzMjohPdDGjTktatJmCajt5lVbiwtrYbsoQComDoHQbOZow/mNSqEgJJaG8nNKUZFyOGPTGahRTLglZfSjbv4eC3G0Mnng+U+Ii+E9FHe+WVPNI39Sg43N72+FNCiHEacDrtbNy1dBO73fSxG1ota23MGwv48aN4+2332bmzJk0Njbidru59NJL+b//+78O67M9BD0C1qxfv378+te/5le/+pUkX6e4rDjf/o0HKo61EN+3DmyEzVdWYkuKk4TycgCqa3xPQ2ridhCd4FuIX7hzOwC/aVqM/35ZNQ5v8NnUkVOQXq8n6OuFEEL0bLm5ucydO5cHHniAjRs38uWXX5KXl8ecOXO6OrRjCnoEzOPxsHTpUr799lvKy8vx/uJLc8WKFe0WnOgesuNCWb2nggPHWoifNho2LqFP2V7CTGFsT7VwwYYadB4PlZUJJCblYo/NJaTycsC3EB/g3Jhwko16Shwuvqq0cGlCVFCxHTkFWVOzDhJ+FfT7E0KI04FGY2bSxG1d0m9Hevzxxzn77LP5/e9/D8CwYcMIDQ1l/PjxPPbYYyQnJ3do/ycq6BGwO+64gzvuuAOPx8OQIUMYPnx4iyNYL730EllZWZhMJkaNGsX3339/zParVq1i1KhRmEwmsrOzeeWVV1q1+eCDDxg0aBBGo5FBgwbx0UcfBd2vqqo89NBDpKSkYDabmTRpEjt27PC/Xl1dze23307//v0JCQkhIyODuXPnUldXF/Rn0N35n4SsOP6TkNqSrQyPG8bOdAWNqhJfVk5dXSKqqsEVWoa20YGiaKgtK6G+qhKtonBVkm8x/j+Lg39k+MgEzN5YEPT1QghxulAUBa02pNOPVvsItzObzYZG0zKd0Wq1AB2+/uxkBJ2Avfvuu/zrX/9i2bJlPPvsszzzzDMtjmAsW7aMefPmcf/997N582bGjx/PtGnTjlpPLC8vj4suuojx48ezefNm7rvvPubOncsHH3zgb7N+/XpmzpzJNddcw9atW7nmmmuYMWMGP/zwQ1D9PvnkkyxatIgXXniBn376iaSkJCZPnkx9vW+Krbi4mOLiYp566im2bdvG0qVL+fLLL5k9e3ZQn0FPEFApirh+YIwAl40RISnUhSnUJYSSUF6Gx2PAaUsBQBe2nbgMXx25wqanIa9qehpyVU09BY1HWeh/FEcmYIpyQjtrCSGE6EYaGhrYsmULW7ZsAXzf/Vu2bPF/Ry9YsIBrr73W3/6SSy7hww8/5OWXX+bAgQOsXbuWuXPncuaZZ5KSktIVbyEwapCSk5PV3bt3B3tZm84880x1zpw5Lc4NGDBAvffee9tsf88996gDBgxoce6WW25RzzrrLP/vM2bMUC+88MIWbaZOnapeddVVAffr9XrVpKQk9S9/+Yv/9cbGRjUyMlJ95ZVXjvp+/vWvf6kGg0F1uVxHbfNLdXV1KqDW1dUFfE1nK6i2qpl/+Ezte9/nqtvjPXrDpZeo6oMR6n+/e1AdsnSI+vqsker3Y8epDz74oLp06f9Tv/k2W13/9kz1g8efU5+acbH61SvP+S/9f5v3qokrNqtPHigOKrapP+1WE1dsVhNXbFaX/PzGib5FIYToEex2u5qbm6va7fauDqXDfPfddyrQ6rjuuutUVVXV6667Tp04cWKLa55//nl10KBBqtlsVpOTk9Wrr75aLSwsPOlYjvV5n+z3d9AjYHfddRfPPffcSQ/rOZ1ONm7cyJQpU1qcnzJlCuvWrWvzmvXr17dqP3XqVDZs2IDL5Tpmm+Z7BtJvXl4epaWlLdoYjUYmTpx41NgA6urqiIiIQKc7+kiMw+HAYrG0OLq7lEgzBp0Gp8dLUc0xykWk+aYhh9aUoFW0bE5qJLqmBn3TOjAAe2wuJrfvacfCXbn+S2c1LcZ/t6Q6qNpeHhkBE0KIU8qkSZNQVbXVsXTpUgCWLl3KypUrW1xz++23s2PHDmw2G8XFxbz11lukpgb/ZH1nCvoba82aNXz33Xd88cUXDB48GL1e3+L1Dz/8MKD7VFZW4vF4SExMbHE+MTGR0tLSNq8pLS1ts73b7aayspLk5OSjtmm+ZyD9Nv9sq82hQ4fajK2qqopHH32UW2655Vhvm8cff5yHH374mG26G41GISs2lN1l9RyobCAj9iiPEzetAwsp2syAXgPIzdiORvUSV15OiTYR1W3Cq7eioxoUhZriQqy1NYRGRTMtLpIonZYih4tV1fWcFxsRUGwyBSmEEKInCnoELCoqissvv5yJEycSFxdHZGRkiyNYv1ycp6rqMRfstdX+l+cDuWd7tQGwWCxcfPHFDBo0iAcffPCosYNv7rqurs5/FBT0jIXjAa0DaxoBo3IPOTGDqIgEW0wICaVlgAa7tRcA5tidRCf5quIX7fI92GDSavwbdP8ziA26WyRgGknAhBBC9AxBf2MtWbKkXTqOi4tDq9W2Gu0qLy9vNfLULCkpqc32Op3Ovw/l0do03zOQfpOSfHWrSktLWzy+2lZs9fX1XHjhhYSFhfHRRx+1GhH8JaPRiNHYRjHTbi6reUuiYz0JGZYAURlQm88IbRhvKQp7M/WkH/TVAyurjCMrEpSE7ZiLL6Cm5BCFO3fQ76xzAJiVEsviokr/Bt0x+uP/9TxyM24ZARNCCNFTnHAh1oqKCtasWcPatWupqKgI+nqDwcCoUaNYvnx5i/PLly9n3LhxbV4zduzYVu2//vprRo8e7U98jtam+Z6B9JuVlUVSUlKLNk6nk1WrVrWIzWKxMGXKFAwGA5988gkmkymYj6BHyQ5kBAwOb8xt9T0t+mNSA1G1tei9Xsqb1oE5og5gUH0Jc3NBVoDBYWaGNG3Q/XGAG3QfOQKmkQRMCCFEDxF0Ama1WrnxxhtJTk5mwoQJjB8/npSUFGbPno3NZgvqXvPnz+f111/njTfeYOfOndx5553k5+f7q9f+8lHTOXPmcOjQIebPn8/OnTt54403WLx4MXfffbe/zR133MHXX3/NE088wa5du3jiiSf45ptvmDdvXsD9KorCvHnzWLhwIR999BHbt2/n+uuvJyQkhFmzZgG+ka8pU6ZgtVpZvHgxFouF0tJSSktL8XhOvYrszZtyHzcBa5qGTCjNJTUsle3p+OuBOR2hqPYEUFTMYb5RsYr8gzQ2HK6wP7OpJtiy0sA26JY1YEIIIXqioL+x5s+fz6pVq/j00085++yzAd/C/Llz53LXXXfx8ssvB3yvmTNnUlVVxSOPPEJJSQlDhgzh888/929tVFJS0qI2V1ZWFp9//jl33nknL774IikpKTz//PNceeWV/jbjxo3j3Xff5Y9//CN/+tOf6N27N8uWLWPMmDEB9wtwzz33YLfbufXWW6mpqWHMmDF8/fXXhIeHA7Bx40Z/bbE+ffq0eF95eXn06tUr4M+hJ2jejqio1k6jy4NJr227YdoZvp+FGxhx1q/5T30hzkgzCaUlFCcn0dCQQbi5nJDEPYTFJNJQXUbR7lx6jzoTgMsTo3l4fxFb6+3sbLAzMOzYFZTd6uGdGCQBE0II0VMoapD1JOLi4nj//feZNGlSi/PfffcdM2bMOKHpyNOZxWIhMjLSX8Kiu1JVlRGPLKfO7uLLeeMZkHSUWN0OeDwNPE6WXbqQx7a9wqNfRBJ/yMvyqVOIjytjwKCv0dpjOPjdr6gq+InRl1zBxP+50X+LG7bl8UVlHb9Nj+fBPsd+jHjQ9z9T3bQj93PptczsM6m93rIQQnQ7jY2N5OXl+XdyER3rWJ/3yX5/Bz0FabPZ2lwkn5CQEPQUpOg5FEXxPwl5zIX4OiMkDQMgx+VLjJrXgRm8XqqqY8Gjw2OuRmfwPYxQtHNHi1s0T0N+UFaD23vs/z9wt/j/h47d7kIIIYRoL0EnYGPHjuXBBx+ksbHRf85ut/Pwww8zduzYdg1OdC+BrwPzTUP2qTxEuD6cralu/zowr1eHt6EXAFHxvnITZXn7cB3x9+n82Ahi9TrKnW5W1tQfs6sjn4KsLDh2WyGEEKK7CDoBe+6551i3bh1paWmcf/75XHDBBaSnp7Nu3Tqee+65johRdBPNT0Lur2g4dsOmhfiaog0MTxhOQTy4Q03El5QAUNeQDkBI8m6ModF4PR6K9+7yX67XKP6aYMtKjr0Y/8gRMFuDK7g3JIQQQnSRoBOwIUOGsHfvXh5//HFGjBjBsGHD+Mtf/sLevXsZPHhwR8Qouok+Cb6F+PvLj5OApfsW1FO6jZzYIaiKQlHvCBLKfU8+5pdHAaDG7sYQ6quzVviLacj/l+RLwL6pqqPBffSnSo98RXOMAr5CCCG6v8cff5wzzjiD8PBwEhISuOyyy9i9e/dxr1u1ahWjRo3CZDKRnZ3NK6+80gnRnpwTemzMbDZz8803t3csoptrTsD2lTcce8eCyHQIS4SGMnI0vms2Jjdy+c8WDF4vlvpQNPYYvOZqjNEu6suh6Ih6YABDw8xkm40csDv4usrCFU0jYkdSVRX3kYVYT7iqnRBCiO5g1apV3HbbbZxxxhm43W7uv/9+pkyZQm5uLqGhoW1ek5eXx0UXXcTNN9/MW2+9xdq1a7n11luJj49vUSWhuwn4K2vjxo2ce+65bW4eXVdXx7nnnsvWrVvbNTjRvWTGhqLTKFidHkrqGo/eUFH868CG1FejU3T8mGxFgaZRMAVXXV8AYtMrASjZtweP233ELRSmJ0QB8O/ytouyen/xu0YjI2BCCNGTffnll1x//fUMHjyY4cOHs2TJEvLz89m4ceNRr3nllVfIyMjg2WefZeDAgdx0003ceOONPPXUU50YefACTsCefvppzjvvvDYftYyMjGTy5Mn89a9/bdfgRPei12rIbNqIe9/xpiGb1oGZizczMHYgBxPBazYSX1wMQFW9r7yEOXkXWr0Zt9NB+cH9LW5xaVMCtqKqnjqXm19y/6KCiiIJmBBCHJWqqlg9nk4/gqx21UJdXR0AMTExR22zfv16pkyZ0uLc1KlT2bBhAy5X910bHPAU5A8//MC999571NcvueQSXn/99XYJSnRffRPC2V9hZV95AxP6xR+9YXNB1oKfyJlwI9sqt1HWN5aEQ751YAcrQ0nM1qOGVGOOG0pDiZ2iXbkk9+nvv8XAMDP9Q03stjbyRWUdVyXHtujilyUqJAETQoijs3m99F69rdP73T9hKKHaoxTvPgZVVZk/fz7nnHMOQ4YMOWq70tLSVuWxEhMTcbvdVFZWttjTuTsJeASsqKjIXwW+LWFhYZQ0PeUmTl3N68D2Hm8ELCUHFC3UF5MTlgHA1jQ3kXV1GL1eHC7Q1vh2EAhLtQNQvHtnq9scnoasbfXaL0fAZApSCCFOHb/73e/4+eefeeedd47b9pdrkptH3Y66VrkbCHgELD4+nt27d5OVldXm67t27SIuLq7dAhPdU8BPQhpCIXEwlP7MCIdvCHh1fBUXAvHl5RQmJWGvzUYft5OY9ApKN5go2p3banH/9IQonswrZXVNPVVON7GGw39l3b8Y1e7G/54JIUSXC9Fo2D9haJf0G6zbb7+dTz75hNWrV5OWlnbMtklJSZSWlrY4V15ejk6nIzY29ihXdb2AP5ULLriAP//5z22+pqoqCxcu5IILLmi3wET35H8S8ni1wMA/DRlXtpOM8AwOJDWtAyvyrQMrs/mGhfVxh9AawVZXS21pcYtb9A4xMTTMjEeFzytrW7zmaTUCJo9BCiHE0SiKQqhW2+lHMKNQqqryu9/9jg8//JAVK1YcddDnSGPHjmX58uUtzn399deMHj0avV4f9OfUWQL+xvrjH//Itm3bGDNmDP/617/YunUrP//8s3+j623btnH//fd3ZKyiG2iuhl9tdVLV4Dh2Y//G3D+Rk5CDV6NQ3S/BXw+swOJB35CMovESnuFbH1DUxjRk82L8j8tqW5xvtQg/+CUGQgghupHbbruNt956i3/+85+Eh4dTWlpKaWkpdrvd32bBggVce+21/t/nzJnDoUOHmD9/Pjt37uSNN95g8eLF3H333V3xFgIWcALWu3dvvvnmG6xWK1dddRUjR44kJyeH3/zmN9hsNpYvX06fPn06MlbRDYQYdKRFm4EAnoRsLshavIWcON+w9/Z0iKyrw+T14va6USoHABCZ4dtHtGhXbqvbNCdg62sbqHQefhqyVQImc5BCCNGjvfzyy9TV1TFp0iSSk5P9x7Jly/xtSkpKyM/P9/+elZXF559/zsqVKxkxYgSPPvoozz//fLeuAQZBFmIdPXo027dvZ8uWLezduxdVVenXrx8jRozooPBEd9QnIYzCGjv7KhoYk32M+fWYbAiJBVsVOfiStlVxlUwC4svKKUhOwlKbgQmISC8BJZOi3a0TsEyzkWFhZn5usPNlZR3/k+Lr0/PLJ5sl/xJCiB4tkJIVS5cubXVu4sSJbNq0qQMi6jgntGhmxIgR/PrXv2bGjBmSfJ2G+sQfroh/TIoCab5RsKzqfKKMUexKcKKajcQXFQFQ0hiN1hmG1mgnLNlGTXEhNktdq1v9qmkU7D8Vtf5zrUfATvANCSGEEJ1MVi2LoB25JdFxpfvWgSmFPzEiYQQerYKlX4p/HViJu5aQ8hEARGX7npZsqxzFxfGRAHxfU09NU1HWXyZgQgghRE8hCZgIWt/EYBKwMb6fhT8xMmEkALt66YiwWDB7vXi8HtwVTevAetUCapvTkL1DTAwMNeFW4atK3wiZJGBCCCF6KknARND6xPsK8pbUNdLgaL1FUAvNBVktReSE+LYfWhlfiQLEl5YBUFmXgOI2oQ+1ExLf2GYCBvCr+CgA/lPRnICd/HsRQgghuoIkYCJokSF64sKMQIAFWZN8W0gMaqjFoDGwJcYCIWb/OrBSg52wymG+e2fVU3ZgH+429u9qXge2qroei9vTqg6YEEII0VME9RRks9raWn788UfKy8vxer0tXjuyNoc4dfVJCKWywcG+8gaGp0cdu3HamVCyFUPxZobEDWFT+SYaBqaTsMe3dVWZpxpz+Qjqk34kMquBkh9dlOftI6XfwBa36R9qom+Ikb02B8sr60g1GTro3QkhRPd2Mhtci8B15OccdAL26aefcvXVV2O1WgkPD29Re0lRFEnAThN9E8L574Hq4+8JCb51YD/9DQp+IGfkpWwq38TebBMjNtYT4vFg04KtKgu8OkxRDoxRTor37GqVgIFvGvKZQ2UsOljGZYlR7f/GhBCiG2uu7G6z2TCbzV0czanPZvPVqOyIivpBJ2B33XUXN954IwsXLiQkJKTdAxI9Q/NC/L1l9cdv3PQkJCU/MzL2PhYDqxOryQHiS0s5lJpKqWonsWoQ1vificqqp3BXLqN/dXmrW/0mOYa/F1ey3+7g6YNl7feGhBCiB9BqtURFRVHe9CR5SEiIFKHuAKqqYrPZKC8vJyoqCq22/bdaCToBKyoqYu7cuZJ8neb6J/oW4u8qDSABi8qE0ASwljPc4/sPxbrQEuaFhxNfVMyh1FRKDHX0Lh/lS8B6Wzj0VeuNuQEyzEZWnzmQZw6W8vfiSlmIL4Q47SQlJQH4kzDRcaKiovyfd3sLOgGbOnUqGzZsIDs7uyPiET3EgKQIAIpq7dQ3ugg3HWN4VlF82xLt+ozI0u30ierDvtp92Ib0ImFbHgDl3lrMZaNh4FuYYx0oxlLqqyqIiEtodbs4g44/90tjdlo8f/7hLf7DqA55j0II0R0pikJycjIJCQm42nhgSbQPvV7fISNfzYJOwC6++GJ+//vfk5uby9ChQ1vNi1566aXtFpzoviJD9CRFmCi1NLKnrJ5RmTHHvqApAaPgR3Iyc9hXu48DvUMYtL6BULcHqw4qvS7C68ZQH72G2AG1FO3e2WYC1iw7xMj1fM1uNYx9Sv92fodCCNG9abXaDk0QRMcKOgG7+eabAXjkkUdavaYoCh6P5+SjEj1C/6RwSi2N7CwJJAFrKsha8CM5Z1zFe3veY21iHYOB+JJirOnpFGtqGHTobOqj1xDVx0Le1s0MPHviMW+rqs72eTNCCCFEJwq6DpjX6z3qIcnX6WVAkm8d2O5A1oEljwCtAazljDTGAbDKmIcmOor4Yl85ilJdLSHl/fHao9AZvdTWrTrubVVVht+FEEL0PCdViLWxsbG94hA90IDkIBIwvcmXhAEplQdJCEnApXpwDutLYrnvacZy6nDhJdx6PgAhqftxOY79d0xFEjAhhBA9T9AJmMfj4dFHHyU1NZWwsDAOHDgAwJ/+9CcWL17c7gGK7qt/om8h/q5SS2DF6tLPBEAp+MG/L2Re7zBCrTbCXC5UVMo0tSTbpgAQlmolb/v3x7ylTEEKIYToiYJOwP785z+zdOlSnnzySQyGw5XIhw4dyuuvv96uwYnurXdCKFqNgqXRTaklgNHQjLN8Pwt+JCchB4B1qb5Crs3bEhVratAXhmEtjUdR4OD+fx7zljICJoQQoicKOgF78803ee2117j66qtbPH0xbNgwdu3a1a7Bie7NqNOSHRcKBFgPrHkhfnkuIyP7ArCS3eiSk0koKQWgRFuLt8GFtm4cAGrYj3g8x0ruJAETQgjR8wSdgBUVFdGnT59W571er9QjOQ31D2YhflgCRGcBKn2tNYTqQ7G6bbhHDSKhqaBglWLBiZte5stwWPToTI0UFr591FvKCJgQQoieKOgEbPDgwXz/fet1Oe+99x45OTntEpToOYJ6EhL805Dagp8YET8CgLx+EYTY7YQ3OlCBEk0NCaZ4yjbH+17Pe+UYo2CSgAkhhOh5gq4D9uCDD3LNNddQVFSE1+vlww8/ZPfu3bz55pt89tlnHRGj6Mb6N1XE31liCeyC9DNh6zu+jblHXMza4rWsT2kgC4gvLKS+T29KNDX0LrJiKx6Is74CQ3g1RcXvkJF+Q+v7Ke72ezNCCCFEJwl6BOySSy5h2bJlfP755yiKwgMPPMDOnTv59NNPmTx5ckfEKLqx5hGw/RUNuDze41+Q3rQQv3ADI+OGA7DOtgPjwIH+chQlmhrcFXaS0gZRuikWgEOHXm01CqaqqkxBCiGE6JFOqA7Y1KlTWbVqFQ0NDdhsNtasWcOUKVPaOzbRA6RFmwkz6nB5VPIqrce/IH4AGCPBZWWIqkGn6Ci3l6OOHkp8eQUAVZoGGnHRr9cQavZE4aw34XRWUFTU8olIVXWjKLIbtxBCiJ7npAqxCqEoCv0Sw4AAn4TUaCD9DADMRVsYFDsIgLz+EZgbG4mw+pK4Uk0NCSGJqF6F0k3RAOQXLMbrPTzi5fW2rAEWSCkyIYQQojsIOgGLjo4mJiam1REbG0tqaioTJ05kyZIlHRGr6Kaa14HtLg10HVjzvpD/9dcD+298LYrBQEJxMeCrB0a5B50xjJq9EajucByOUioqvvLf5pfbEFmry07ynQghhBCdI+gE7IEHHkCj0XDxxRfz8MMP89BDD3HxxRej0Wi47bbb6NevH7/97W/529/+1hHxim5oYNOWRLnFQSZg+T+Qk+hLwDbWbidk9CgSynzlKEo0NbiKG0hI64/q0VCzbyAABQVL/bf55QiYva7qJN6FEEII0XmCfgpyzZo1PPbYY8yZM6fF+VdffZWvv/6aDz74gGHDhvH8889z8803t1ugovsanBIJwI5AE7C00aBowVJIjjERgH21+9CccQvxGzcBUKOxYnc66Nt3OMX7N1K6OYrYgTrqLJuxWH4mImJYqwTM7A5tvzclhBBCdKCgR8C++uorLrjgglbnzz//fL76yjc9dNFFF/n3iBSnvoHJ4WgUKK93UB7IlkSGUEgeBkBM+S6yIrMAODgoCpPDQWSdL5Er0dSQGJoGgLO+BpNyHnB4FOyXCVgdsjm8EEKIniHoBCwmJoZPP/201flPP/2UmJgYAKxWK+Hh4ScfnegRQgw6esf7FuJvL64L7KKMsb6f+ev9G3P/GFKGLimJhLKmbYk0NRgbTKAooDZQvedsAMrK/4PDUdZqDZhXDaAMhhBCCNENBJ2A/elPf+L3v/89l156KY899hh//vOfmT59Ovfccw8PPvggAMuXL2fixIntHqzovoam+qYhtxcFOA3ZvDF3/g+MTPQlYJsqNhM2aWLLdWCFVqKTMgAo2GwnMmIUquomP38xXq+jxS0VtxRlFUII0TMEnYDdfPPNrFq1itDQUD788EPef/99QkJCWLVqFbNnzwbgrrvuYtmyZe0erOi+BvsTsABHwJoLspZtJyfSt7fojqodGM8ZR3xFBagqtRob1kYrvfuMAMBhLSTC/BvAV5Ji776/tLilBuW43bpcddTWbqC6ei0uV4CxCiGEEO0s6EX4AGeffTZnn312e8cierAhKb5SFAEvxA9P9G3MXZNHWnURCeYEyu3l7O8TQriiEFVbS210NCWaGpKbEjSvu4S6Q9eTPfBODuQ9Q23tDy3vqRxOwFwuC1brHqzWvTRY92Kz7qPBuhens7zFJSEhWUREDPcf4WED0GiMJ/5BCCGEEAEIOgGbNGkSN954I7/+9a8xm80dEZPogQY1JWBFtXaqrU5iQg3HvyhjLNTkoRT6ylF8dfArNtXtYNpZY0goK/cnYP28vgRM9ZRRsKOCMy76HWFhA9iRexceT4P/dpqmBGz37ocoLPrHUbttbAxFVRXM5gZstjxstjxKSz8GQFEMhIcPJDx8CCEhWYSEZBEako3JlIqiaE/w0xFCCCFaCjoBGzVqFPfccw+33347M2bMYPbs2Zx11lkdEZvoQcJNerLiQsmrtLK9qI4J/eKPf1HGGNj6T8j/LyPHzOKrg1+xuXwzMyZNIuFvr7NnQH9KNLVQ7sYYEobD1kDx3n04G0cSH38Bo0e/z4qPb4dk3+0URaG09D/+5KuxMQSbLQqbNQqbLbLpiMLj0QOg0zkID68kPLySiIgqIiKr0WrtWCxbsVi2tghVUQyEhGT6kjJzFmZzOgZjAkZDPAZjAgZ9LBqNvj0/UiGEEKewoBOwp59+mieffJLPPvuMJUuWMGHCBPr06cONN97INddcQ2JiYkfEKXqAIamRvgSsONAErOlJyMINjLzYt55rS8UWzBP+SNzjvt/rNDYaqixk9B3K3q3r8TiLKd5TS69hcYSF9qX0+/+H50o96ECjc7F9x30oCuQfGkpp6RhiY2OJi4sjMzMWNSaWCnMYhRo9dS43+gYLzvISCg7sw5tfjoKKydRAeHglUVFW4uI9mM0W3O5iVNWJ1boXq3XvUd6Mgl4fjdGYgMEQj9GY2HQkHf6zIRGDIRZFkR3AhBDidHdCa8C0Wi3Tp09n+vTpVFRU8Oqrr/KnP/2J++67j4suuoi5c+dy3nnntXesopsbkhLBp1uL2RHok5Bx/cAcA/Zq+jbaCdOH0eBqIM9cT0SvXkTW1lIXFUWpppaMhMHsZT1edwkFO6vpNSwOr1dF4fCTj5qEXBSlgXprFGFD/0jm1F7stDbyZUMjuQ12aqvcQG3LGMwJMDgBo6KQiIdIuxV9dQVhDXVEVliJtFuJ03gZOCCBXr1MREY5aGw8hKOxGIezHKezEqezAlX14HJV43JVA7uO+pYVRYfBEI/JlIrZnI7ZlO77ac7wjaoZ4iVBE0KI08AJJWDNfvzxR5YsWcI777xDQkIC119/PSUlJVxyySX89re/5amnnmqvOEUPMKT5SchAa4Epim9boj1foC34geEJw1lbtJZN5ZuYPGkScRs3UhcVRZmmlkz9YAC8Hl8CBuB1e1E0Hv/ttPpGVFXhb+HPsLFeB7sLW3SnU6BPiInBYWYidVoO2h0ctDvJb3TgUFXy0YApHFJa1rDTedxE2K1E7LES47DTP/JsRqUlc3a/THpFhAMqLlc1DkcFTmc5DkcFDmcZDkc5DkcpDkcZDkcZTmclqurG4SjB4Sihrm5Dq49EozFgMqUTEtKLkJBsQkN6ExLq+6nXRwX4T0IIIUR3F3QCVl5ezj/+8Q+WLFnC3r17ueSSS3j33XeZOnUqStMi6BkzZnDZZZdJAnaaGdy0EP9QlY06u4tIcwBrojLOgj1fQP56Rg2axNqitWws28gV511L/Jdfsr9vH0o1tRgbDCiKBtVrobq4nPrqRgwmbYsEDGC3dxYbNRFoFRgbGcbgMDODwswMCjPRL9SEUdN6dMntVSl0ODlgc5BnbzpsTvLsDvIbHbi1OqrDIqkOi+QgsAl4p9YDmw6g93pI0UCf8BAGRkWQHZpAVoiR7FgjvQw6/78TAF6vG6ezAoejjMbGIuz2AuyN+b6f9gIcjmK8Xic2235stv3Aty3i1OtjmpKybEJD+xIa2pewsH4YDAkt+hFCCNH9BZ2ApaWl0bt3b2688Uauv/564uNbr/U588wzOeOMM9olQNFzRIUYSIs2U1hjZ0dxHeN6xx3/In9F/P+SM2keAJvLN2Mc/1eSm5KKKqUea7GFhPRelOUfODwNOTQOlMMJmNsRyrrka6DGyoykGJ4ZkBFQ3DqNQi+zkV7m1uUnjkzODtga2VZRzc6aOgpcXmoNRlwaLYeAQ/UOvq2vaHGtWaMhy2zw37uX2UCWOYxeIbGkRAxH+4ukyev1jY7Z7fnYbHlYbfuxWQ9gte3H4SjB5aqmrq661ciZThfhS8ZC+/kSs7B+hIX2w2CIDej9CyGE6HxBJ2Dffvst48ePP2abiIgIvvvuuxMOSvRcQ1MjfQlYkSWwBCwlB3QmsFUyFDN6jZ5KeyWF1iKSzj2X0MoKrGFhlKu19Eof0ZSAFZO/o4r0gTEoiorHowMdlNZO41uTFQ1we0b7PAxyZHJ2XmwEpCf4Xyuvrmb93v1sKCxhV1091QYzdeZQ6sxhNJhCsHu95FobybW23qNSp0Cq0UC6yUCG2fcz3WQgwxRNemgiKdHj/GU1ADwemy8ps+7HZjtAQ9MDAXb7QdxuC3V1G6mr29iiD4MhnrCwAYSF9vP9DOtPSEgftFqpcyaEEF0t6ASseb/Htnz55ZdceOGFJxWQ6NmGpEbyxfZSfg60Ir7OAKmj4dAajEUbGBw7mC0VW9hUvompF04l7plnsYaFUaqpZXC4b9Nur6eUvC2VDJmQiqJRcTjCwAhfxPpen54QRXZIxycZCTExTB8Tw/Qx4Ha7yc/PZ9++fezdu4XSykrqTSFYzKHUmcKwmENxRMVQHxpOpaLDpcKhRieHGp2tngsA0CsKyUY9KUY9aSYDqSYDKcZEUk3ppCZMJtOoJ0Kn9T2dacvD2rAHq3VPU2K2B7u9AKezgurqCqqrv/ffV1G0mM1ZhIcNaErKfIfRmCTTmEII0YmCTsBGjx7Nk08+ye233+4/53A4uOuuu1i8eDF2u71dAxQ9y/C0KAA259cEflHGWXBoDRxaz8jMkb4ErGwT08dNJ8nl5BBQqqlljGuor72nDI/HzU//OYiqHN6Au17v++s8N7PzS6HodDqys7PJzs5mypQpNDQ0cPDgQfLy8jh48CBVxQf8bb2A3WhGn5qONikFV3QsDaZQit1eChqdFDucuFSV/EYn+Y1OqLO22WeIVkOyQU+yUU+yaTjJhtEkxxpISdETp3UT4SnA2LgLu203DQ27aWjYhdtdh822D5ttH2Xlnx0RfxRhYf0JDxtIWNhAwsL6ExraT0bLhBCigwSdgL399tv87//+L59//jlLliyhtLSUWbNmAbB27dp2D1D0LMPTI1EUKKyxU17fSEK46fgXZY6F7/EtxD/zat7Y/gabyzejKApZQ4byg9NBhWLBXebAFBZOY0M9qqeC4r1azCEtbzUtLpKBYV2/Q0NYWBhDhgxhyJAhAFgslhYJWU1NDRzYAwf2oAVMwMD4eDIyMkjLyMCUkka93kiRw0Vho5Nih4uiI37WuD3YPF722x3stzuOGodWGUCiYShJRj1J0XoSdC6iqSLCU0SYax8hjdsxN24Fdy21tT+02N5JUbSEhGQ3jZINbBo1G9hUKkNGy4QQ4mQEnYBdccUVnHXWWVx33XUMGTIEq9XKDTfcwNNPPy1bEwnCTXr6JYSzu6yezfm1TB2cdPyL0s4ERQO1hxhuSkRB4aDlIJX2SjIumobx3XdxmEyU26rIzB7O7p/XEBZdg60+CfUXDzXe0QWjX4GIiIhg2LBhDBs2DPAlZIcOHfIfFRUV/mPjRt9arsjISDIyMhibmUlGRgZxcSlomp7itHm8lDpclDiclDhclDhcFDtclDpcFDmclDlclDvdeFQobnrtMDPQp+nwLRkI00Gc1kmsUkeUt4xw9yEivcXEWKuJtuYSU7aGSOrQ4EWvj2kaKRvQNFo2gNDQ3mg0AWw/JYQQAjjBOmAejwen04nH48Hj8ZCUlITRKFMVwmdkZhS7y+rZlF8TWAJmioCkoVCylciSbfSJ7sPemr1sLt/MBcMvIOH11ykwmSjV1JIeP5DdrCE0ohpbPaiKerjfmgZGRIQco6PuIyIigqFDhzJ0qG9a1Wq1kp+fT35+PgcPHqS0tJS6ujq2bdvGtm3bADCbzWRkZBw+kpPJDgk/ah9ur0q505eUlTh9SVrpkUfTaw0eLw0eaPAYOEg8EA8MgV8McmnwEKnWEuOqIqammuiaKmJYQwz/JkaxkGYOJSM8mdhw36L/8LABGAwBPIghhBCnoaATsHfffZff/va3jB8/nj179rBlyxZuuOEGvvrqK/7xj3+QnZ3dEXGKHiQnI5p3fixgc35t4BdljIOSrZC/npEJI9lbs5dNZZuYnDmZ9ORkClwuSjW1DDf2B6D8wHYS+11AbS3E1tdSExrJrIKKY/fRjYWGhjJw4EAGDhwI+NZVFhYWkp+fz6FDhygsLMRut7N79252794N+Nadpaamkp6eTkZGBunp6S1GoXUahRSTgRTTsUemGtweShwuyo5I0lr8dLood7rwqFpqlFhqiGV/Wzey+46wsnpiqCSGfxOntZJs0JFqDiMzLJ5eERn0jsomwiCj5UKI01vQCdjs2bN56qmn+O1vfwvA5MmT2bZtG7fccgsjRozAYglwG5omL730En/9618pKSlh8ODBPPvss8csc7Fq1Srmz5/Pjh07SElJ4Z577mHOnDkt2nzwwQf86U9/Yv/+/fTu3Zs///nPXH755UH1q6oqDz/8MK+99ho1NTWMGTOGF198kcGDB/vbvPbaa/zzn/9k06ZN1NfXU1NTQ1RUVFDv/1Q0MiMKgJ8La3F5vOi1AWytkzkWfnjZtxB/4B9ZtnsZm8o3AdB73DjWrVpFucaCzqIlPDae+qoKUnrXULMJxu/7mVv32Mkwtt2P1+nBa3PhtbrxWl14bS7QajBmR6IN7Z4baBuNRnr37k3v3r0B36hzSUmJPyErKCjAZrP5pzCbJSQktEjIoqOjj7teK0ynpa9OS9/Qo6/X86gqFU53U2J2eNqzOVErarRT6nBjVxUalHAaCCefXr4nDhqbjhoAF7CbEBpJ0NpJMiikms1khMaSERLtSxiNelJMekK12pP8FIUQovsKOgHbtGkT/fv3b3EuOjqaf/3rX/zjH/8I6l7Lli1j3rx5vPTSS5x99tm8+uqrTJs2jdzcXDIyWhfRzMvL46KLLuLmm2/mrbfeYu3atdx6663Ex8dz5ZVXArB+/XpmzpzJo48+yuWXX85HH33EjBkzWLNmDWPGjAm43yeffJJFixaxdOlS+vXrx2OPPcbkyZPZvXs34eG+aR+bzcaFF17IhRdeyIIFC4L9KE9Z2XFhRJh0WBrd7CqpZ2ha5PEvai7IWp7LyEhf0rGrehdWl5XMc85B8913ODQuqkoqGDz+PP778TJK9/0XrxKGAoR7DicZDf8txvpTGd4GX7KlurxtdAgooE8Nw9Q3GlPfKAwZESi67rkPo1arJS0tjbS0NMaNG4eqqlRVVfmnLfPz86murqa8vJzy8nL/OrLQ0FDS09P9R3JyMnp98EmnVlF8C/mNeqDtaV5VVbG4PYfXotmtHKwvo8BWS4nDQZlLQ4U3FBsh2DBx0GPiYNOoGdUNQEOL+0VqVVJNRlJNJn85Dl9yZiDVqCfZaECvkYcBhBA9k6Kqqnr8Zq1VVlaiKAqxsSdebXvMmDGMHDmSl19+2X9u4MCBXHbZZTz++OOt2v/hD3/gk08+YefOnf5zc+bMYevWraxfvx6AmTNnYrFY+OKLL/xtLrzwQqKjo3nnnXcC6ldVVVJSUpg3bx5/+MMfAN+UUGJiIk888QS33HJLi7hWrlzJueeee0IjYBaLhcjISOrq6oiIiAjq2u7s2jd+ZPWeCh6ZPphrx/YK7KLnR0L1fvjNMi7c/ixFDUW8OvlVxqWM4+WHHqIMmOgcxNAZo/n743NBUTD3Hk+53sZ410DCQ7wMHD+eus/zWt9bq6AJ1aMN0aMJ1eFpcOEus7Voohg0GLOjMPWNwtgvGn18z1hP1qyhoYGCggLy8/MpKCigpKQEj6flVk1arZbk5GTS09NJS0sjPT29U//eqapKpbWQA7X7OWgpIt9aQ5HDTplLQ5UaQxVxVBFLo3L8z14BEg2+0bJUo4HUI3+aDKQaDcTqtfLEphCiQ5zs93dQI2C1tbXcf//9LFu2zPcYPb7Rr6uuuorHHnssqOTD6XSyceNG7r333hbnp0yZwrp169q8Zv369UyZMqXFualTp7J48WJcLhd6vZ7169dz5513tmrz7LPPBtxvXl4epaWlLfoyGo1MnDiRdevWtUrAguFwOHA4DpcNCHbKtqcYmRHF6j0VbDpUE3gCljnWl4DlryMnIYeihiI2lW1iXMo40jIyKMvPp1xTh7HeQOqAQRTtyqV54EuvaolojPAnX+GT0jEPjkUT6ku4FEPrL2KPxUnj3hoce2to3FeLt8FF465qGnf5NvvWxZowDYjBNDAGY6/Ibjs61iwsLKzFOjKXy0VJSQkFBQX+w2q1UlhYSGHh4Y3KIyIi/AlZWloaycnJ6HQn9HzOcSmKQnxYOvFh6Yw54rzH48Bm20dDwy4aGlZS1nCQQw2VlLo0TUlZHNXEUkk81cRSpcThRu97kMDpYhO2NvszaRR/UpZyRHKWbmwubqvHFMgUuRBCtLOA/ytbXV3N2LFjKSoq4uqrr2bgwIGoqsrOnTtZunQp3377LevWrSM6Ojqg+1VWVuLxeEhMbFk2IDExkdLS0javKS0tbbO92+2msrKS5OTko7Zpvmcg/Tb/bKvNkettTsTjjz/Oww8/fFL36AlGZvj+HmwuqA38ooxxsPktOLSOkRNu4bMDn7G5fDMA2aNGsTE/n3KNBfu2fAZPvICiXbl4m56C1KElzBUGQPi56URO7XXc7rQRBkJHJRI6KhHVq+IqtfqSsT01OA5acFc10rC2mIa1xShGLaa+UZgGxGLqH402vPuXXNDr9f4nJsE3+lRTU+NPxgoLCykrK8NisbBjxw527NgBHB4lS01N9SdlUVFRHTqSpNUaCQ8fTHi4b41lX+AcwOmspsG6G2tDUzFZ6xqs1j24PHbqifAnZ5XNSZqSRK0mhUpiqfKaafSqx62VFqfXkWryTXGm/WIELdWkJ06vk1E0IUS7CzgBe+SRRzAYDOzfv79VYvLII48wZcoUHnnkEZ555pmgAvjlf9hUVT3mf+zaav/L84Hcs73aBGvBggXMnz/f/7vFYiE9Pf2k7tkdDU+PAuBQlY3KBgdxYQGUKckc5/tZvJmcaN8ozrbKbbi8LtJ69QKgWmnAWmih3/UTWLHkVTwcTsAAws5OIWJKZtDxKhoFQ0oYhpQwwiem43W4ceytxb6zmsbd1XgbXNi3V2HfXnV47VifKIx9ojBmRqLou/8oiqIoxMTEEBMTw/DhwwHfiGxxcbE/ISssLMRms/n//MMPvsKsISEhpKWl+ZOylJSUTqn7ZzDEEGMYS0z0WP85VfXS2FjclJjtocHq24bJav0aVXVB06yrCx01xFJJHDWadCyGftRo0qlS4ij3hFHi0mL3qlS63FS63Gytb3sXD5NGOTx6dkSClnbEyJpZRtGEEEEKOAH7+OOPefXVV1slXwBJSUk8+eSTzJkzJ+AELC4uDq1W22q0q7y8vM0+mvtpq71Op/OvRTtam+Z7BtJvUpKvdlVpaSnJyckBxRYoo9F4WtRMizTr6ZsQxt7yBjbn1zJ5UACfW3QviEgFSxHZlgrCDeHUO+vZU72HwXGDCdMbaHA5qVSdpHt09D1zLNsrnIBvCrLOWEPqr85pl9EKjVGHeUgc5iFxvtGxogbsTdOTrqIGXIW+o35lIeg0GHtFYOwThalPFPqUMJQesjjcaDSSlZVFVpZvH01VVamurqaoqMifhJWWlmKz2dizZw979uzxXxsbG0tqaqr/SExMPKEF/sFSFA1mc9r/b++94+yq6/z/52m33zu9ZpLMpAcCJCGAEIorUkRQcF1QV4Xlt66sZUFcxbL2pbr6dRVBcS2rrl1RUFGCFKXXQCCV9EzJ9NvLKZ/fH+fcO/dmSiYhmckkn+fj8Xm835/P+ZxzPvfMnTmv+ZT3h2CwjYb6c0vljmN6G5a7G5Wn0luoSm+mKbsR4bwCuT9VXEcAea2FdHA5Cd8ShrW5DNBEn4jSbWp05tzQHDlHsC2bZ9sEvWh1Xi/abG9Yc5Y3xDkrYNDm91Hv0ys2V5dIJJJJC7BiuIbxWLZs2bhDh2Ph8/k4+eSTWbNmTUWIiDVr1vDWt751zHNOP/107r333oqy+++/n1WrVpX+8J9++umsWbOmYh7Y/fffzxlnnDHp+3Z0dNDc3MyaNWtYsWIF4M4de+SRR7j11lsn/RmPdVbOqfEE2NDkBJiiuL1g636JuutJljcs52+df+OF3hc4vv54Zne0s2HzZnrVOJmnNnHSeRfx4k9/A8CW4Wdo6JjF8YfhJaeoCr7ZUXyzo1SdNxc7kSf36jD5V4fduWOJAnkvnwCUoE5gXhW+eVX451VjNIVmjCArLqypq6srRe03TZOenp4KUTY8PMzAwAADAwO89NJLAKiqSlNTE7NmzaK1tZVZs2aV/uGZClTVIBJZRCSyqKLccfIVG5an06+SzrxKJrOTgN1NINVNHfdVnKNpEcKheRjVC8n4j2NYb2dIaWGvE6Mrb9GZL7AnV6Azb5KxHQZMiwHT4qVxetF8ilJaLNDqibKRxQPuqs6ILsNuSCTHEpMWYPX19ezYsYO2trYxj2/fvv2AV0Ref/31vOc972HVqlWcfvrp3HXXXezatasU1+uTn/wknZ2d/PCHPwTcFY+33347119/Pe973/t44okn+O53v1ta3Qhw7bXXcvbZZ3Prrbfy1re+ld/97nc88MADPProo5O+r6IoXHfdddx0000sXLiQhQsXctNNNxEKhUr7XoLbQ9bT08Orr74KwLp164hGo8yZM4fa2toDehZHIyvnVvPzZ3fzzI7ByZ/kCTB2PsaKlW8tCbB3H/duZrePCLD005toPffvsXBDTPSkt9CgzDpMn6QSLeYnvLKJ8MomhBBYfdnSRP78tjgia5F9ZYDsKwMAqCEdX3sV/nluMprDM0aQgTuXrBjGokg6naarq4vOzs5SymQydHd3093dXaqn6zotLS20traWUl1dXWlLpalAVf1Evcj85dh2nky22GP2aqnnLJvdiW2nSCRfguRLwK/xA81Ai+LjjFA74dB8Qg3zCAUXYAY6GFJm0WNp7mbqOZOufIHOnLstVE/epCAEO7IFdmQL47azStfcMBuloU2jFBdtlt9Hi1wwIJEcVUxagF144YV8+tOfZs2aNfh8lROQ8/k8n/nMZ7jwwgsP6OZXXHEFAwMDfPGLX6S7u5tly5bxxz/+kblz3Tk8xcCTRTo6OvjjH//IRz7yEb75zW/S2trK17/+9VIMMIAzzjiDn/3sZ/zHf/wHn/nMZ5g/fz4///nPSzHAJnNfgI9//ONks1k+8IEPlAKx3n///aUYYADf+ta3KibUn3322QB8//vf56qrrjqgZ3E08rp5riBfu3uYbMEm6JvEf/hzV7t2zzMsP+9T7vm9axFClMR/r5qg0F2HlS1gK64As+3xX2yHE0VRMBpDGI0hIqtnIWxBYU+S/LY4+W3DFHYmcDIWufUD5Na7gkwJ6vg7qvB3xPC3V7lDltrMEWTgxhcr/nMC7tDl8PBwSZR1dXXR1dVFoVAoTfov4vP5aGlpKaXpEGXgTfwfQ5g5ToFMdieZ9NZSb1k6vZVMZqvbm+bNOWOfjRfC/hZODs3nrHAHoap5hFrmEQ7NQzWa2GvadOUKIxure5uqFzdYH7Zs4l7akM6N2+Y6Q2eWF6i2xe/FRSsTas1+A/8UP0eJRHJwTDoO2J49e1i1ahV+v58PfvCDLFni/tFav349d9xxB/l8nmefffaonFB+ODla44CB+1I+45YH6Y7n+PH/dxpnLpzEvoBCwJcXQKaf7JX3cMbfrsMSFn/6+z/R6G/k5ptvxnEcrsifQWyx4Ds73Phv0Y3Ps/LkS/i7j73vMH+qA0PYDoXOlCfI4hR2JBCFythcik/DNzfqibIqfG3RGTGpf384jsPg4GCFKOvu7sayrFF1DcOoEGUtLS1TOnw5GYSwyeU6SWe2ueIss5VMehvpzFZMc/xeXlUNEgq1Ewp1EAq5oiwU6iAYbMcw3N/5tGWXRFmXt6F6eU9aV75A1plcyMZ6Q6fVb9BSJtJavNTq99HsNwjJnjSJ5DUzZXHA2traeOKJJ/jABz7AJz/5yYrVh+eddx633367FF+SChRF4fR5dfzmhU6e2NY/OQFWnAe24R6Ce55lad1S1vWv44XeF7h43sW0tLTQ2dlJrxJHedkHEVCEuzLuSETRVPxzYvjnxOD1s0uCrLAjQX57nPz2BCLnrrjMbxl2T9IVfG1R/O1V+Drcc9Xg4YnLdThRVZX6+nrq6+tL88ls26a/v780VNnV1UVPTw+maZYi+hfRdZ3GxsYKUdbY2DglE/3HQlE0gsE5BINzoO71FcdMc6hMmG0jk9lOJrONbHYXjpMlldpAKrVh1DUNo84TZu2Egh0cH+rglFg7weAcNG1klakQgiHL7UXryptuKve97aHyZas6X0qNPR8N3OHOoihrLhNozT7XNvkN6gy5cEAiOZwc0F/1jo4O7rvvPoaGhtiyZQsACxYskPOdJOPyuvmuAHty24HMA1sNG+6BnY+zfPFprOtfx9retVw872La2tro7OxkLwPUG+7KPR2NmfKaKBdk0bPb3BWWezMUtsc9QRbHSZkUdiQo7EjAw7hhL5rC+Npj+Dti+Nqr0Ktm5kpaTdNoamqiqamJ5cuXA25PWVGUFXvJenp6KBQKpaHMIoqi0NDQQHNzc0UKhaZ31wLDqKG66mSqq06uKHcck1xujyfKtpFJbyOT3UEms51CoQ/THCAeHyAef3bUNf3+ZoLBuYSCcwmF2gmG2mkPtrO0Zg6aNnp7LyEEA6ZNT94VZsW9OrvK9u7s8hYNFIc7N04w3GkoCo0+vSTIWvwGTT5XsDX53LJmn05Ml7sNSCQHw0H9W11TU8Opp556qNsiOQo53ZsH9uLuYdJ5i7B/El+5YjywXU+yYvX7+BGUArLOnj2bp556ik1GD6rtzkXUROVwSmpokN3r1yEcB+G4PWNCCBACgQAB/nCYloWLidZOolfuMKKoCr6WML6WMJEzWt1J/f1Zt4dsR4LCjjjWQA6zJ43Zkyb9pDvBXav245sbwz83hm9uzJ3YP8PmkRVRVZXGxkYaGxtL8ckcx2FoaKgkxoo9ZplMprTfZXH1JbjR/MsFWVNTEzU1NVM+r2xfVNXwerg6gHMrjllW0p1rltlOJrODbGa762d3YFkJ8vke8vkehoefGnVdn6+RYHAOoeBct1cu5Aq1quAc6qPVLIuOOgVwfw+StuMJskJpM/XyjdV7Cib9BQtTCHdYNG9O+BkDqlISZE0+g0afTpPfsz6DRs+XPWoSSSUzb1xDMqOYXRtiVnWQzuEsz+0c4uxFDfs/qel4CFRBLs4K4YqsLUNbSBaSLF26lIULF7JlyxZe1t3hKp2Rl+zW557ivtu/Sj6TnlT7ovUNtC5ayqzFS2ldtJSGuR2o0zjvSFEUjIYQRkOI8CluPDo7WSC/I14SZWZXCns4T3a4j+yL7kxwxafhmxPFN8cbupwdnZHDlkVUVS2Fw1i2bBngbfadSJRWHxfT0NAQiUSCRCJREafMMIxSb1t5CgQC0/WxKtD1KLHoMmLRZRXlQggsa5hMZgeZ7E6yFdYVZ4VCL4VC75g9Z7oeIxicTTAwh2BwNoHgbFekBWYTCLQS0w1iusbi8PjPwXQEvQWTvXmT7oInzDxxtjdvsrdgsddbPJBzBDtzBXbmJl4IoytQb7hirMFn0OjXaTB0Gv0GDT6dRp9rGwzZqyY5Njjozbglh4ajeRJ+kY/+4kV+/fwe/vX187nhwiX7PwHgJ1fA5j/B+Tfypu4/sCe1h2+98VusnrUax3F49NFHeegvDyIUiFl+xJbHqK1rY3DA3eOwtrWNaL0r9hRFAUVxhykVBUVRSA4O0L9zx6i5Y7rfT8uCxbQuWkrbkuNoXbwUX/DI2pTbyVsUdicp7EyS35mgsDOByNuj6umNQXxzYq4omxNDb5w58cgOhFwux969e0uCbO/evfT29o452R+gurqaxsZGmpqaSrauru6ImvA/EaY5TDa7yxNlO8lmd5VSvrB3P2erBAItBAJtBANtrjgLtHlCrQ2/rxFFmXyvYdZ2KoRanyfM9hZMevOWe6zgxkg7EHyKQr1Pp96n02B4wszL1xs69T6j5NcaOsZR+L2WHPm81ve3FGDTzLEgwH713B7+/Zcvsnx2Nb/94OrJnfTYf8Oaz8Lii/hUWwf3bruX95/4fj604kOlKi/f/VvWPP4UZEyc/o2l8hUXXsI577kaTZ94snYhm6H71c10bd5A1+aNdG/eOKrnTFFUGjvmMWvJ8bQtOZ5ZS44jVFU96c8+FQhHYPVmSmIsvzOBPTB6bo/i19yAsnOipcCyWuTI39PyYHAch4GBgZIw27t3b2nfy7HQNI36+voKYdbQ0EBVVdW0D2MeCLadJZvbUybKdpPL7iab2+0tCBg/mj+AovgIBFpccRaYNZKCbQQDs/D7m1CUAxeqpiPoK5j0mRa9eVeo9RZMej3bX7DY6wm4lH3gC2qqdY16b5izzhNldT6dWkPbJ++WhVRV9rBJXjNSgM1wjgUBtmcow5m3PoSmKrz4ufOJTGYe2J5n4X/OhUA1v7j0Nr701H9yWvNp/M8F/1NRLfvKK3znP2/DdAbQNJ0LPvgRlq4+56DaKRyHgc7ddG3aQOfGV9izcT2JvtE9CjWtbcxafJw7bLn4OGpaWo+4P+Z2qkBhV9LrKUtQ2JNEFEa/2LQavyvG2lxhZrRGUCcTr22GUpxDVuwlK9pCYezhM5/PR0NDQ2mOWlGYRaPRI+5nvj+EcCgU+sjm9pDL7iGb3e35u8nmOsnnuxBidE9qOYqi4fc3E/C3euKsBX+glUCg1StrRdcjr6mdWduh37To84RZf8Gir2DRZ5oMFNwVnv2eHSgUQzEfGH5VodbQqdE113rCrNbQqTY0qnWdGkOjxnBtta5TrWvosqdNUoYUYDOcY0GAAZx124PsHszy/X86hb9b3Lj/E2wTbpkLZprN//gT/v7xTxDSQzz+zsfR1EqB8D9X3kzS7uGMM1Zz2gcuJ/W3v5H4058Qpgm2g7BtsC2EZSMcGywbNRwmeNJJBFeuIHD88ai+sXuCkgP97Nn4Cp0bXqFz4yv07945qk4wGqPVm0M2a/FxNM1bgD7O9aaL0mrLXQlPmCWw+rKw72+/6q24bItitEVc2xRC0WdOL9CB4jgO8Xi8JMaKqb+/H8cZ+/UeCARoaGgYlWKx2IwTZkUcxyKf7yGX6ySX6yTr2Vxuj2e73c3O94OuRz2R1oI/0OJaf4sr1vwt+P1N6Hr40LRZCIZMmwFPsA16/kDBYtDbHmrA9PyCzaBpUXgNr7yoplJlaNToOlW6RpWhUa1rVBuuQIvpmlvupZjhWV2TAXKPQqQAm+EcKwLs4796kV88u4f3nz2PT160dHIn/egy2Pog9gU3s3r7D0mbaX51ya9YXLu4otr//fNPGdab+LvV0GTvouvLX2OwZgm25sfRfNiqD1vz4ag+bM3AUX2ojkU400043U2k0Ed06QKCK5YTWrGC4IoV6ONsq5VNJenatJ7OTRvo2rSenq1bsM3Kl5Km6zTOW0DrwiWuMFu4hEjtgW3TNRU4OYvCniSF3Sm3p2x3Aic5xgtWVzBaIvhmuYLM1xZBbwjN2FWXk8W2bQYGBujt7aWvr68kzAYHBxnvz6bf7y/FPmtoaCjZ6urqGTPHbDyEsMkX+sjnusgVU76LXK67JNosa+wh3n0pijQ3NZVswLM+fxM+o/aA5qNN7jOI0t6dQ5bNYMGznmgbtmyGTIth02bQcu2QaZE8iGHRfQmoClFdI6ZpRHSVmCfMopprI7pKVNOI6hoRTSWia0Q9G9FUIppGWFPxq8qMFflHG1KAzXCOFQH22xc6ue7nazmuJcYfrz1rcif99b/gwS/B0kt4X02QJ7uf5DOv+wyXL768olpRgJ2c/BOhFx/g2ZNvIBucxGrLMvy5IcLpLiLpbsLpLqojFnUd9YSOW0Rg6VICS5eiNzWN+sNnmSa927eOiLLNG8jEh0ddP1rf4AqyRUvc1ZbtHfudozbVCCGwE+7QpdmZpLAnRWFPCpEbPYFaMVSMljDGrAi+1gjGrIjbU3YMRFi3LKtCmBXTwMDAuMJM0zTq6upK4qyY6urq8PtnZky3sbCstNuLlu8mn+uusLlcN/l8D7admtS1FEXH56t3BZqvEb+/2cs34vM1eLYRn6/2oOalHQimIxi2LDd+mmmXto4aMivLEl55uU1Y9qiO5teCrkBYc0VZSFMrfDdf9N25bqGyY0FVJaipBFWFQEVeJaApBFQVTYq7SSMF2AznWBFgA6k8q258ACHgyU+eS3PVJEIB7HoKvnc+hOr4xhs/wl3r7uIt89/CjWfeWFHth1f/mKSvlRNe/jZdLasZqFtGMGrQMDuK7tPQfWrJGj4N3adRyFkMdqUZ6EqRGhxnYrJwCGb7SqIsSpza1jB1i2YRXLQAX0c7/o4OtOrqkVOEYHhvN92bN9K1eSNdmzfQv2vnqNWWmmHQ2DGflvmLaF64mJYFi6lqHC3wphshBPZAjkJJkCUxO9OjtlMC3J6y5rAryFojGK1hjObwUT2nrJyiMOvv76evr4/+/v5SGm9FJkA0Gi2JsaKtq6ujurp6Ri0AmCyWlSKf31uKc5bL95Tl95LP91Io9MOkZ3ep+Hx1+H2N+Pz1+Ix6fL56fP4GfEada331+H316HrVIe9V2x+OECQ9QZa0HRKWTdJLCdtxrZfStkPKtklaDinLJmU7JG2blGVPeiuq14qhKARUBX+ZKAuobs+bT1XwKyp+TcGnuGVuuYpPVfApCkbJqhgKGKqKT1HQFQVdAV1VMEr5kaQpoCmKl1xfBe+YgqqAAqiKguZZFXfzFAV3lXvxz6fipZLvfSbfIf59mrKtiCSS10JdxM9JbdWs3T3Mw5t6ecepc/Z/UusK0IOQGeAkn7vbwkt9L42qlrfdFX8755xPItaBZqhc8uHlNMwZJxrlvudnXTE22JVioCvNwM5hBjpT5PMq2VAT2VATfQ3LS/WVbRahl/cSSd9PON1NVElQW++jam4dgXkd+Do6mN8xj6Wnn4ViGBSyGXq2bikJsu4tm8ilknR7Ky+5z71uMBqjecEiWhYspnn+QprmLZj2FZeKoqDXB9Hrg4ROcufuCUdgDWQxO1MUOlOu7UohcjbmnhTmnrIeDgX0hqA7hFkUZS3ho3L1pa7rpVhj5RTnmJWLsqJQS6fTJJNJkskk27dvrzhP0zRqampKgqyYamtrZ+QigCK6HkHXI4TD88et4zgWBbOfQr63JMry+R4KhX7yhV4K+T7XFgYAd3FBodAH++lcUxQdw6jF56tzxZmvDqPk13rHajGMGgyjDl1/7c9ZVRSqDJ0q47W9bi1HkHEc0rZNynJKYi1ju37adsiU5TO2Q8bxrO2QtR2yzojNOaLk58vEnSkEpu0G7GX/U/5mDF9e3MZ7Wqc38Pa+SAEmmTLesKSRtbuHeXDjJAWY7oPZp8L2Rzgp6W5ltCOxg+HcMNWB6lK1VFDBByRi7tZEr3/X4kmLLwB/UKdlfhUt80e2dxFCkE2aDHSlGOxMM7AnQf+2QYb6C1jopCOzSEdmVVxH7csT3tFNJP0k4fTdhHN7qa7RiM2pJzBvHkvmzeOkN12G8a/tJDMpul/dTM+rm+l+dRN9O7aRTSbY/sKzbH9hJLhmtK6BpnnzaepYQFNRlMVGb0MzlSjqSLDY0PIRUWYP5UYEWXcasyuFkzKxerNYvdlS0FgANepzhzC9XQCMljB6ffCoHMJUVZWamhpqampYtGhRxbFsNlsSY8U0ODjIwMBAad/M/v7+Udc0DKMkzmpraytSNBqd8T1nqqoT8DcT8DdPWE8Im0JhoCTKCoX+UsoXKvOWFUcIqxTEdjK4gq0Gn1EUZTUYvhoMvdrLV4+UG9UYRrUn2g59r6+uKsRUd74Yh3jU2haCnOOQswV5T5zlHKdUlnMcCo4gL1yxVnDceq7vWlMITEdQKFmnIm8KgS1cazlgCYFVzHvHbMGIpbLMwf277ACOAAeBI0avIxoP5QjcsE4OQU4zx8oQJMC6PXEuuf1Rwj6N5z97Hn59En+kHrkNHroRjr+MS/QBdiR28M1zv8nZbWcD4AiHz33s+zSnXPG17OxZnPOuxRNd8TUhHEFyMFcavhzYFWdgV5zhQRPHGfsXXLNyhDM9hNPupP9wpptY0KSqvZHAwoX4Fy5En9dBwtDo2b2Tnlc3sXfbqwx2d8IYv57RugYaO+bTMLeDxvYOGtvnEWs48oYvAXdOWVcKszuF2eWKMmuMGGUAaApGUwijOVyR1KhxRH62w4njOCQSCQYGBkal4eHhceeagdsTV11dTW1tLTU1NRW2uroaXT82/+92nAIFcxCzMEChmMyBkbw5gGkOUSgMYppDk56rNhoFXY9i6NXoRhWGXuVaowpdr8LQo+h6FboRQ9djGLpr3RRFVY+suaFHOkIIBCNCTJSJMm/zOWBkKPNQIocgJTOG41tjNET99CXzPLtjiNULJtEdPNcL3LrjMU48/XJ2JHbwYt+LJQE2nB8Gxf0VC7QKVv/DAh7rfIzne5/Hr/kJaAECeoCgHiSoBwnoAQJagMZQI7Ojsw/4xa6oCrH6ILH6IO0njrTfsR3ifVlXmHWmGOxOM7g7znB/AVsPkIi1k4i1V1xLtQuE1u0l9NSrhDOPEcruJRaF4+bUsGrJUtRzLyYZDjCQTtK7fSs9215lqLuT5EAfyYE+tj77ZOla/lCYhrkdbmrvoGF2O3Wz52D4p3fbHS3mIxirJbiktlTm5C3Mngxmd9oVZp4vCrYn0iqD4aohHb0pjNFcJs6aQqiBo/fPl6qqVFdXU11dzfz5lUN1lmURj8cZGBhgcHCwlIrizLKscXvOwN03s9gjV11dXeFHIpEZ33s2Hqrqm1SvWhHbzmOarhhzhdsgpjWMWRjCtIYwzWEvDZWsbacBgWUl3BWh4+91PkE7A+h6dCRprtW8oVtdi6DpYc9GymwYTQuhlWxwyue7TQeKsk/f1viZI46j9y+Y5IhDVRVev6iBXz63hwc39k5OgM06GTQ/pHs5KdjCPVTOA+vP9rOu+a9kjCRz/s7H//fAD3m+9/lJtWdWZBarW1ezetZqTms5jbBx8LGJVE2lpjlMTXOY+StH4pzZtkN8b9YVZN1phrrTDOxJEu/L4uAjFZ1NKjq78mKOQ+CFIYKP7SSU7SVsDVFfH2BReweRN59FujrMsLDp69xN347tDOzZST6TZs+Gl9mz4eWR6ygK1U3N1M9up35OO/Wz51I/Zy41za3Tut+l6tfxexuJFykOYZrd7qbj5t4MZk8aqz+Lk7EobI9T2B6vuI4W86E3hTCaXEGmN4UwGo9uYQZuD1dxPti+2LZNPB5ncHCQoaGhUdY0zdK+mTt3jo5pp+s6VVVVJfG3b4pEIsdMb6Sm+dE0N37ZZHEcE8uKY5oJLGsY04y74swaxjLjWFYS03Ktm09gemLNFW/gODkKhZw7p+01f4ZQZVKDaFoIVQuiacHKvBpA04KoagBV86OpQVQtgKYGULUAqupHVf1onh1JvsO+CvVoRQ5BTjPH0hAkwB/XdfOB/3ueeQ1hHvzo6yd30vffDDsfZdMbP83bt/6IsBHmsXc8hqZqPN71OO9f8/6K6n7NzwXtF2CoBhkrQ87Kucl2bdbK0pnqxHRGZpjqqs6KxhWsbl3NmbPOZFHNosP6onFsh0R/jqG9GYZ60gz3ZBjck2CoJ804QdkBUByLYLafUK6PsK9AdX2Aqjm16G1hzJjOYF8PfTu30bdrJ9lEfMxraIZBbcssatvmUNc2m7q2OdTNmkN1cwvaETY8JUwbszfribI0Zk8Ga28aOz7+Q9KqfOiNrhjTG925anpj8Kic+H8gCCFIp9MMDQ0xNDTE8PBwhR+Pxycc2gR3YUBVVVUpVVdXV+SrqqqO2SHO14rjWNh2yhVn+ybbtbaVxrLT2FYKy055Nu2dl8a2M6VeuKlEUXRPiBmoqg9VMVBUH6pqeOU+VEVHUXW3rmJU+oqGouj72JFE0UcBRUVB9Wx5fuTvtVK+DlJx/Zrq04hEFo3Z/oNFhqGY4RxrAiyRM1n5xTVYjuCRj72euXWT6HV66CZ45Fbs4/+eMwqvkLEy/Potv2ZRzSLu3Xovn3r0UwDois5lCy/j/Se+n6Zw04SXzJgZnt37LI92PsqjnY+yO7m74nhjqJHXt72e189+Pae2nIpfm5pYTcXJ/8O9GYb3ZhjuSTO0o5/hnjSJFDhi/CEFxbEIWXEi/gKxOj/h5gBavYZFitRgJwN7dtK/ZxdWfuywG6qmUdMyi9pZbdS2zqa2dRa1rW3UtLbhDx1hG5LnLMy9Gay9GVeY9WYw92ZwEuMLMzWsozd4wqwh6PoNQbSawFG5SfmBUuw9i8fjDA8Pj0qJRGK/Ag0gHA4Ti8WIxWJUVVWNspFIRIq0w4gQAsfJYduuILPsDLaVwraz2E4Gx855Qi2L7WRda2dw7CyOk8d2cjh2FtvJe9fJ4jg5HKeA4+RLaX/bVh1pLFn8n8ya9c5Dek0pwGY4x5oAA3jHXU/w5LZBPn/JcVy1umP/J2x7BH74Foi28M/LVvNUz9N87vTP8fZFb+cHL/+Arzz3FQD+cNkfmBObxOrKMdiV2MWjnY/yWNdjPNPzDFkrWzoW1IOsbl3N62e/nrPbzqYmUHNQ93itCEeQHMq5Q5rb9jKwpZt4d4pEwiEtQghlgpeacAj7LKLVOqF60MI5HHOAXGovyYFuhrp2Y+bHn7ASrqmltmUWNa2zqG2dTU1LK9XNrVQ1Nh1RvWZOxsTsy2J5gszqy2D2ZrCHJtiEWnNDbRieKNPrg27ojPogakhOiC5i2zaJRKJCpBX9Yn6ieGflFEVaNBotibWiH41GiUajBAKBY2a4cybiOBZCFDzRlkc4BRzHxHEKCGF6gq3MFxbCMRHCQgirlHeEiXAsBDZCjCREZV7ggHA8K0byxbJir58on3o/Im9mtb6D2trVh/QZSAE2wzkWBdhdf93KTX/cyJkL6vnxP5+2/xMKGbhlDjgmXz/vo3zn1V9y6YJL+dLqL/Ffz/wX/7v+f7nyuCv591P+/ZC0L2/neabnGR7a9RAP736Y3uzIknVVUVnesJyz285m9azVLKpZhHoETHR1HEFiVx99z7/K4OZOhjsTJOI2aSdINtiAo008/BYIqoTrbHy+OApDWIUBcqk+UoPdY0b2L6KoKlWNTdQ0t1LTMovqllZqml1xFqtvmNa5ZuU4BRurKMz6Mq7fl8Hsz4E1fsBPNaSX4qDpda4w0+uC6PUB1MlsKn8MIYQgm80Sj8dLQm1fm0wmse3J9Zzoul4SY8UUiURKtugHg0Ep1CTTghRgM5xjUYDtHEhzzpcfRlMVnv7UudRFJjG8990LYPeTPPp31/OvO35FbaCWNW9fw2cf/yx/2PYHPnryR7lq2VWHvK1CCNYPrufh3Q/z8O6H2Ti4seJ4baCWM1rP4IzWMzi99XTqg0dWoD8nnSa7cRPDL25iYMMehvcMkog75Py1ZIMNZIP1mEZkwmtohkUoksLwJVGUYaz8ALl0P+mhvViF8XuWVE0j1tBIdXMr1U0t1DS3UNXUQnVzC1UNTUfEhuXCEdjDeVeMeaLM6s9i9WcnnGcGoEYMV4zVBTxRNuKrQSnOxkIIQSaTKS0ESCaTJb+YTyaT5HKTXz6oqmpJkBVTOBwe08peNcmhRAqwGc6xKMAALvnGo6zrjHPjZcv4x9Pm7v+Ev3wR/vYVzBMu50J7G73ZXm456xbufvVunup+ipvOvIlL5l9y2Nvdnermod0P8XjX4zzd83TFUCXA4prFnDHrDF7X8jpWNK4gqAcPe5sOFCefJ795C7n168mtX09yw6sM7x4iq1eRCdaTDbjCLBtsIO+vhnF6+IQQKKQJhNMY/iSKEscxh8in+0jH+3GsCcJoKwqR2jqqG5upamymuqmZqqYRPxirmvYXpVOwsQZyWP2eKOtzhZk1kMNJTxwiXA3paLUB9NoAeq0rzLTagGtjfjnnbD+YplkSY+UplUqRSqVKfjab3f/FylBVlXA4TCgUIhwOl1IxHwqFKvxAIHDUhuWQvHakAJvhHKsC7FuPbOWW+zZyxvw6fvK+1+3/hFf/Aj9+G1TN5s43fJA71t7B8oblpMwUrw6/yrfP+zZntJ5x+BteRsEu8GLfizzW+RiPdz3OhsENFcd1VeeE+hM4pfkUTmk+heUNywno0xuXazyEaZLfto3cK64oy23YQG7DBuxsgWyglpwnyLKBerKhBnKxVjJGNQ5jDzEKIUCk0H0p/MEUmprEsYcoZAfIJvom7DkDMPwBqhqbiDU2UdXYRFVDUaC5eV9geoWtk7M8cZbFGnBFmTXgCjQntZ/9WzQFvdrvCrKaQMnqtQG0Gj9q+NgLPHuwWJZV2s6pKM7S6fSYNj/O4pOJUBSFYDBYEmZFPxgMjukHAgGCwSCGIX+GxwJSgM1wjlUBtnsww1m3PYSqwFOfeiMN0f0MQ+ZT7jwwYdP3/oc5f83VWMJCV3QsYZVWRU4ng7lBnux6kse6HuPpnqfpSfdUHDdUoyTIVjWv4sT6EwkZR9bqwnKE41DYsZPcBleU5TdsIPfKeuy4G95CoFDwxdzeskA9+eb5FOrmkgnUkbGD5Mbb41wIEFkUNUEglEHXU0AcqzBMPtVPNjU85g4A5QSiMaoamqhqaHRFWkMTscZG1zY0TmsAWqdgYw/mRoTZoJvsgSzWUN7dR2UCFENFqwmg1/j3sQG0aj9qRL7cDwbTNMlkMqTTadLpdIVfXlZMByPYimiaVhJjwWCw5AcCgYrk9/tH5f1+P4YhF3/MBKQAm+EcqwIM4K3ffIwXdw/zpbcez3tOb9//Cd85FzqfhUvv5GPxF/jTjj+VDj18+cPUBUcHppwuhBDsSe3h2Z5nebrnaZ7ueZreTOX+c7qic1zdcaxsWsnKxpWsbFpJlX9693ncH0IIrK4uchs3klu/odRTZnV3j6praQEKTfOwOpaRb5pPLtJERomQTCskB/OIcYSIu0oqSSCYxufPoGpJHDuOmRsim+ijkM3st53BWBWx+kZiDQ3EGpqI1TdS1djolTVNW1gN4QjsRN4VaEVhNpR3/aHchGE0SugKerUrxrQqP1q13xVpXl6v9qMYR8bih5mMZVlks9kKUZbJZMhms6Xyff1cLofjjL+oY7JomlYSY/smn883rh0rGYaBdoQshjnakAJshnMsC7Dv/HUbN/5xA6d21PKL95++/xPWfBYe+29Y/m6eO/1qrvrTVQBoisZz734OTT1y/8gIIdid3M0zPc/wdM/TPN/7/KgeMoAF1Qs4uelkVjSuYGXjSloik4/CPZ1YQ0NuD9mGjeQ2bCC/aSP5bdthjBVvis+HsWAR9sKTMGctJBebRdZXTTIpiPdlSfRlMfPjr5QTTg7dlyEQymL4UkASx4qTzwySifdj5vY/L8gfChOrbyDa4Imy+gZiRb+hkVCsCmUa5v4I08GK57GHPGE2lMMeymENe2WJwqRibKohvSTOtKoyoVblQ4v50ap8UqQdBoQQFAqFkhgrCrSin8vlyOfz5HK5MVNhoijMrwFN00pibN9ULNd1vWTL/fKyYtI0bcy8pmkV6WifPycF2AznWBZgncNZVt/yIIoCT37yXJpi+xk22nw//OQfoKYd8W9r+ft7/54tQ1toCDbw4OUPTk2jDyFdqS6e2/scz+19jud7n2d7fPuoOk2hJlY0rmB543JWNK5gUc0idHVmrLBzcjnyW14lt3ED+Q0byW3cSH7jRpzM2D1YenMzgcWL8S1aDB2LKNS3kzGqSQwWSPRlife74iw9wepEIQSKUiAYzREIZtCMDIgkdmGYfGaI9HA/+XRyv23XdJ1oXQPRunqi9Q2uWKtvIFbn2mhdPb7g1PeiCdvBjhewhz1R5iXXd0WbMCfXA6OG9JIYK7dqzIfmJTVkyAUDU4jjOBQKhZJIy+fzo1Lx+Fi2mEzTpFAoHJLeuNeCoiijBJmqquP6qqqiKMq4/kSpeL/ye5fbE088kblzJ7Hg6wCQAmyGcywLMIC33fEYz+8anlxQ1lwCbp0LwoGPrOcXPY/xpSe/xIkNJ/J/F/3f1DT4MDKQHeCF3hd4bu9zrO1dy4bBDdj7RJsO6SFOaDiBFY0rOKnhJE5sOJGYb+Z8b4TjYO7Z44mxTeQ2byK/cRPmnj1j1lcMA9+CBQQWLcS/aDH+xYvR2ueTUSMk+3Nuj1n/iDhL9OewJ4jrBeALOoRjBQx/Ft1IgUhiFeLk04OkhwdIDw0ixP5fXP5weESk1dWX+Q1E6+uJ1NZh+KZmB4UiQghE1sKKF7DjeTcNl9mEWz5ZkYaqoEU9MVYUZhEvH/WNHAtLoXYkYllWhSgrT2OVWZY1ypb7tm2XyvbN27Y97YJvIi6++GJWrVp1SK8pBdgM51gXYN97dDtf/P16Tppdze8+OIkoxd8+B7rXwtu+g7Xsbfxkw084uelkjq8//rC3darJmBle7n+ZF3pf4IW+F3ip9yWS5ujem/lV8zmp8SROajiJ5Q3Laa9qPyKCwx4IdjJJfvNmV5ht2kx+s5vG6y3TqqrwL1qEf+FC/IsWunbhQtRIlHS8QKJ/X2GWJd6fI7ufOVaKqhCuNgjFTPzBLJqWBpLYhQSFzBCp4X5SA/3kM+lJfa5gNEa0roFIXZ0rzGrriNbVE6mtJ1pX54q0KV4wUBRpdqJQEmR2fESc2Um33Embk99SUHHjomkRT5hFDLSoDzXiQ4saFVYN6lKsHaU4joPjONi2XZEsyyqVl9fZt8zdRskZMy+EmDAVGc9fuHAhra2th/TzSgE2wznWBVh/Ks/rbvoLliO479qzWNqyn2fw50/DE7fDyivhLV+fmkYeIdiOzdb4Vtb2rmVt71pe7HuRXcldo+rFfDFOqD+BExpO4IT6Ezix/kSqA9VT3+DXiHAczK4u8ps2ueJs02bymzZR2LkTxvlPW29udsXYggVuWrgA//z5qGF3z9FCziI5kPMEWs4VaEWRNpDD3k/PkO7XiNUFCFcp+EM5dD0NShrHTFDIDZMZHiA50E9yoH+/oTaKBMIRInX1RGtdQVaRalwbjMamfOWjsB3spImdyOMUxVrSTY4n0uxUwQ27cSBvERXUsCfWIgZa2BNmRT9sVPiKX5OrPiVHJFKAzXCOdQEG8K8/fo77Xu7hqjPa+fxb9tOTtelP8NMroGo2XLfO3ek+l4BEJzQunZoGH0EMZAd4qe8lXux7kbV9a3ml/xVy9ugo4nOicyoE2eLaxfj2sz3RkYqTz1PYupX8li3kNm8mv2UL+S2vjrkSs4jR2opvoSfKFizEv2A+/nnzSsIM3BWK6XiBxECWpNdjlux3hVmiP0tqOL9foeEP6cTqg0Rq/YRiDoYvh6qkEE4KMx8nEx8gNeim5ED/hPtvlqMZBpGaWiK1dYRr6ojW1hKuqXPLvPJITR1GYOrDbwhb4KRNV5ylPHGWMvexBeykichObq/ICjRlRJgVU0h3y0IGalj3rJcP6SiGKkWb5LAjBdgMRwoweGRzH1d+72liAZ2nP/1GAhOtzipk4MvzwczA+x6CWSvh6ytgcBv881+g7dCO8c80TMdk89Bm1vWt46W+l1jXv44diR2j6hmqwaKaRSyrX8bxdcezrH4Z86rmHdErSfeHnUiUxFj+1ZFk9/ePe47e2oJ/3nz88+fjWzAf//wF+OfPQ6saHQ7ENh2Sg17v2UCO5IDbi1bM5/YXgBUIRAxidQGitQEitX6CUdCNLAopHCtJNjnkCrShAZKeUMsm4pN+Br5giLAnysLVNSN+qcwt903T/onCclyxljJLoq2UT3l+2sTxjk96rtq+6Apq0BVjakgf7QeLfmVSAnJ4VDJ5pACb4UgB5m4kfdZtD9E5nOX/XXESl61om/iEX7wX1v8OzvwIvOGz8MUat/zv/gPO+djhb/AMI56P83L/y7zU9xIv9buiLJ4f/VIP6kGW1i7lhPoTOK7uOI6rO445sTkzbj7ZvlhDQxSKgmzLq+S3biW/bSt23/jCTKurwz9vHr558/DPn4evYx7+eR3oLS3jhqcoDW8WxdlArjTcmRzIkc/sv/fHH9KJ1LoCLeoJtVBMQzdyQAozFyc9NERqyF0skCqmwYFJhd8oovv9rkCrriVcXV0SZuGaGsJVNYSrawhVVxOKVaPp07fq1inYOGlzRJhlrFLeyYzk7bI89mt4pSmg+DXUQKUoU4M6akBz/UC579ZVPKsGNNBl79uxghRgMxwpwFy+/pctfHXNZk7rqOXn+4sJtu5X8Ov/D2rnw7t/5faAAVz+QzjurYe/sTOcYpDYV/pf4eX+l3l54GXWD6wfta8lQMSIsKR2SUmQHVd3HHNjc2e8KAOwh4fJb9tG/tVXKWzd5gqzrVsnHMpUgkF87e34O9rxtXfg63CTv6O9YjhzLPJZi+RAdkSkDboCrZhy+9lfEkAzVLf3rMbv9aIFiNb6idQG8AcFCilyqTipocGSQEsPFwXbEKmhwQMSauDuOhCuqiZcXU2oqoZQVTWhqmrCVdWEqqsJV9UQjFURqqpGn+YI7kIIRMHByZo4acu1GctLJk7W87PuMZG1SmUH3du2L6riCjSf5lq/J9j8Xpnf9Yu2vEzxaag+1yo+FdUvBd2RjBRgMxwpwFy6425MMEfAgx89h3kNkfEr55Nw23yw83DOJ+CRW9zyd/wUllw0NQ0+yrAdm+3x7bw88DIv97/MhoENbBraRN4ePZE8bIRZXLOYJbVLWFK7hKV1S5lfNR9DOzq2T3HSafLbd1DYtpX8tm2uONu+jcLOXWCOL5L0xkZPkLXjm9uOr30uvvZ2fG1tKJMQJoWcVRJlqcEygebZ9CSDsAajBpEaV6SVbO2I7wsIcsk4qeFBMsNDpIaGyMRdcZYZHiIdHy5ZcYBhBfzhMKFYNaGqKkKxaoKxmCvYPIEWjFYRisUIxqoIRmOoR1CEdmE5ODlXkImc7Yk0a6Ss6OdshGednFc3ZyEK9oEtRpgsCiVBpvg0VMO1iqGiGF55yXq+oaLo6sgxvXjMK9fL/FKZApoqh2APACnAZjhSgI1w9Q+e4cGNvfzL2fP41EX7mVD/k3fA5vvAH4N8wi2TAuyQYjom24a3sX5gvZsG17N5cPOYk/wN1WBB9QKW1C5hce1iFtcsZlHtohkVo2x/CNOksHsPhR3bKWzfTmHHDvLbt1PYvgN7YGD8EzUNo22WK8bmznXTnLn42uditLSgTHKIz7YcUkM5UoN5kkNFkZYfEWuDOazCJASTAqGoryTQwjV+ItV+L+8nXO0mTVPIppKjRFnGS27ZMJn4EJlEHGeMXQ8mbodCIBxxe89iMU+cVRGMxQhGR1IgGiUYdQXbdM1dmwzCEQjTdgVZ3hNleRuRt12xli/LFzzr5UXB8wvF5By6HrkDRVNQNE+Q6SPiTNHUkWOad0xTXL9Ypipl1qtfLPN8lH3qqa5FVVAUvONeAFVFAYXKYwpuwvWVirIyyr8nCu5eqtFDu/BICrAZjhRgI6xZv5f3/fBZYgGdxz95LhH/BC+mtT+B3/5rZZkUYIcdy7HYHt/OxsGNbBjcwMbBjWwc3EiyMHZ0+dZwK4tqF7G4ZnFJmLVF246KIcxy7Hh8RJDt2EFh504KO3ZS2LEDkZ1gyE/X8c2ahdHuibI5c/DNmY0xew5G2yxU3+RfGEII8hmrJNJSQzmSQ/mKfGoojzPJOVKBsFESY0VhFqn2E6pyxVu4yk/AC8AqhCCXTpGJD5ONx8kkhskUbSJB1hNs2UScTDJBLpXc74brY6FqOoFIZEScRaIEo1EC0RjBSJRANOqWhaMEIhECETevH8BzPFIQjiiJMacozEynTKB5x8yyctMpS17ectz6ljOS93w8/7D03B1hVF+2gMhph3ZrNynAZjhSgI1gO4LzvvoI2/rTfObi4/j/zpwgMn52CL68AJyyic1SgE0LQgi60l1sHHBF2abBTWwa2kR3euy5VEE9yILqBSysWcjC6oWurVlIbaB2ilt++BFCYPX2lsRYYccOCrt2Ye7aSWHnLsREe/8pCnpLM77ZI6LMN7sNo202vtltqFVVB9wbJBxBNmWWxFh6OE9qaEScpYbdsv3FQyuiagqhKh/hKq/nrMrv5X2EqvyujfkJRioj5TuOTS6VcgVZIu7ZBNlknGwyQTaRcG0xJRKTjqs2FrrP7wqycAR/OFLp71sWCuMPuykQiqD7/Udsr9uhQAgBthgRZrYA00HYDsIaKccWCHvECktU+o57rrAFOALhjBzHGSlHuN/D8jLhCFeQC9y8EOAAQrg63fFkinc+eOXFc/ZVMUKMFHlO1flzCS1vPKTPTgqwGY4UYJX85KldfOrudbRWBXjk43+HoU3QU/Kjy2Br2R6Q7/gJ1C2AXU9AoguizRCb5aVWCNZUdktLDivxfJzNQ5vZPLS5JMpeHXqVgjO26KgL1JXE2ILqBcyvns/8qvlEfBPMB5zBCMfB2ruXws5dbo/Zrp2Yu3ZR2LWbwu7diHF2ASiiRiIYs2fja5uF0TbbHeZsa8Noa8NobUUNBg+uXV5PWnrYE2RlwiwdL9oC2eTk5qQBqKpCMOYJs5iXqvwjfsxHqMpHMOrDFxi759vM58gmk+RSSbJeL1o2mSRXFGmpJPl0imwqSS6VIpdMkEulJrWt1IRt17QRURYK4w+F8AXLfM/6Q2F8wRD+YBBfKIQv6CZ/KIQRCKDO4BAvkrGRAmyGIwVYJTnT5sxbH6Q/VeBrVyzn0hWzxq/87Pfh99eN5DUf2BP0KOhBV4jFWqG2A9pOhdmnuaJtnNACkkOL5VjsSuxi8/BmtgxtKaU9qbH3ggRoDjczv3o+C6o8UVY9n3lV845aYQauCLIHBijs2o25uyjKdmHu2k2hc8+EITSKaHV1GLNmYcxqdYc5i6m1FaOlZb+rNveHbTtk4gXS8TyZ4QKp4TyZeJ50ouDauGuzBxgpX/epBKOuKCvaoh+MGoSiI74/bKBOMGlcOA6FXJZcUZSlUuTSKfJp1+bSKfKpMj+dJp8p2vSBz2ubAMMfwBcM4gsGMQJBfIEyP+jm3fLAiPUHMLy84fe7vr+Y/EfUIoZjESnAZjhSgI3m9ge38F/3b2ZJc5T7rj1r/O5/Kw9/+SI8fdeI8NKDbjDW2nmQ6nUj5Ce6IDPBCytY44kxT5DNWgm+1/ZykhwYGTPD1uGtbBl2BdnW4a1sHd5Kb7Z33HMaQ43Mq5o3kqpdWxuoPaqHjACcbBazs5PCnj2Yu/dg7tnj+nv2YHZ24qRS+72GVlWFPqsVo6XVFWWeMDNaW9Cbm9Hr68eNeXYg2LZDNmGSjufJJgpkEgUyiTyZeNEvlETbpBYRlKEobnDboiALRnwEI0apLBAxCJb5gbCBpk/uMwkhsPJ5cp4gy6VTFDIZ8pk0ec8Wyv1shkI2Sz6bcf1Mhnwmg2MfRPT/SaLpOoY/gB4IYPj86H4/us/n+j4fuj8w4vt86D4/umGUfM1njJQZPjTDh2YY6IbhWTevGQaa7llNOyTfi6MBKcBmOFKAjWY4U+CMWx4kU7D54dWncvaiholPGNoB2x6BpmXQciKMFQ7BzEGy2xVjiU7o3QC7n4bO52Df+FeKBs3LRkRZ2ylQ0y6HL6eBeD7O1uGtvDr8akmUbY1vpT87vqCO+WJ0VHXQHmunvaqdjqoOOmIdzI7OPmpCZUyEEAInkXAFWmcnZmcnZmeXa/fswezuxkmOvWiiAsPAaGrCaG5Gb2nxbDNGcwt6UyNGczNaTc0hfRkXchbZZIFMwnTFWtIVaEU/myyQTZpkk4VJBbYd82MFNFekhY2SKCv3/WG9VOYPGQTCOr7XECHfMs2SICvksq6fy1LIZjFzOQrZLIWcK97MfB4z55V71sy55QXPmvncQS1gOJSomoaq62i67goz3UDVNVRNR9M8q+ulMlXT0HQdRdVQNRVV1dxraFqpTFE1VNWNeaaoKoqqunnVFXxuuYKCUvrOFctRlJFFkN7fafefMKVUNHvZSTTMaT+kz0EKsBmOFGBj84V7X+H7j+3g1I5afv4vrzt8PRq2CT0vuWJs91Ow6ylIdo2uF24cEWOzT4WW5eALHZ42SfZLPB9ne3w72+Pb2Rbfxrb4NrYOb6Ur1YUYZ7xLUzTaom20x9qZE5tTYRtDjUfdysyJsJNJzK5uzK5OzK4urO5uzK4ut6ynB6u3d9wNz8tRDAO9qQm9uQmjqRm9qQmjqRG9sdEtb3T9A1nNOenPYDvkUq4YyyZMMsmCm08VrVk6nku7/sG+7RQFfCGdQMjAH9Lxhz1bzHvHfEEdf1DHF/Js0D022V63ySCEwDZNzHzOS3msfB4zl8Mq5DHNgpvP57EKBbcsn8c2C6W8ZZpYhTy2Z81CAds0S8kyC55184ezF2+qOO99H+LEN154SK8pBdgMRwqwsekazvL6/3qYguXwv1efyjn76wU7lAzvhj1Pw+5nXNv9Ejj7BOBUNGhYAq3LoXWFK8ial4FxcBOfJYeGnJVjZ2In2xPb2RHfwY7EDrbHXT9jjT+pPaAFmB2bzdzoXObE5jAnOoc5sTnMjs4+5sQZgLAsrN5ezJ4ezO5uV6B192Du7cHq2Yu5twe7f2DSPTFadfWIIGtoGJ0aXav6/YfvMzmCfNYilzJLgixb9L18Pm2Sy5jk0pbrp80DHhYdC91Q8XmCzBfQRvzyfMDzAzpGQMMX0DD8Or6gZwMa2jRtMi4cB9uyvGRiWyaOZWGZrrVNE9u2cWwLx3LtSN7CsW03OTaO7eDYNsKxR8ptG8dxEI6DEK4t5T3fXRHpuLsdOO7SR+GMlLkNFZ4Z+V4W/RPecD5zT1h+SJ+LFGAzHCnAxuc/f7+e/3l0O8e1xPj9h8+ccLLtYcXMQveLbi/Znqddm9o7up6iQeNSV4y1nOQKsqbjITB6Y2fJ1CKEoDfTy47EDnYmdlakPck9WGL8//B9qo/Z0dnMjs12bXQ2bZE22qJtzIrMwqfNvBhThwJRKGD19WHu3Yu1dy9mdw/W3r1Yfb2Ye3tdv7d34lAb+6DGYuj19aWk1deh1zd4+Tq0ujrXr6lBmaLYXpZpk8+4wi2fschninYMP2tRyHr5rIWZO3ST+MHtiTP8mpsCepmvYfg0dL9nfSqGX0P3aZ5VMXyugDN8Gtq+eUNF96loctujA0IKsBmOFGDjM5gucPZtD5HKW3z9nSt4y0mt090kFyHcuWTda6FrLXS94PrpvrHrV8+F5hPcOWrNJ7jCrHqunFN2hGA5Fl2prpIg25Xcxa7kLvYk99CZ7JxQnCkoNIWbSoKsLdLGrOgsZkXcVB+sP+Z6z8oRQmAPD2P19mH1uoLM6utz832V6UCEGnhira4Ora4Wva4eva4WraYWrbYGvdb19bpatNpatOpqlGlYMeg4gkKZKCvkXL+Qsz3r5bO2K9jyNmbOPW7mvTp5Gyt/aIXcRGiGim64YqwoyjQvX+krI2W6iqoraJprVc09Xm5VTUFVFddqaslXNK+sOMdLVVBUN3SJorrnuPO/RqLeK4obGV8pRsinGCl/5HOUC8micNV9h/Y7IAXYDEcKsIkpbtI9ty7EA9efM3FcsOmkKMqKYqxnHfS8DIlxwiv4otC4xO0xazxuJEWmcKhVsl8sx6I73c3uxO4KYbYntYc9yT1jbmBejk/10RppLaVZkVm0hl2/OdxMQ7ABTcaHchcOxONYAwNYff1Y/f3YA64t5t2yAazBQTiIbY+0qiq0mho3VVej1VSjV+Q9W1VVSpPZw3MqcByBlbcxCzamJ84qk1XyrYLj+gUbq2Bj5Z0Rv+C41iy3jjekd3Tz+n9czPFnTRDW6CCQAmyGIwXYxKTzFmff9hAD6QJfunQZ73nd3Olu0oGRGYS9L7tirGcd7F0HvRtHzykrEqp3RVnDEmhYDPWLXD/SKHvMjjCEEAzmBktibE9yD7uTu+lKd9GV6qIn3YMtJhYKuqLTFG6iJdxCa6SVlnALzeFmN4WaaYm0EDZkSJRyhONgx+PYg4NY/QPYgwNY/QNYA/3Yg0PYQ4NYg0PYg4NuiscP+l5qODwiyqqrUGOeOIvF0KpiqLEYWqyqzI+hRiJo0eik9/g8ErAtB9t0XEFm2timg2254qxYbltlyXSwLYFtOTi2l7cFjuXZku/gePWE45UXrS3c+WBe3p3P5YpN4aURH3dxjRdFXwj3969oKd9NaYwo+CAFmGQMpADbPz94bDufv3c9tWEfD370HKpDM3zOjW3CwFboXe+lDa4d3M64ESsDVVC/GBoWubZ+kRtAtmbu2GE3JNOO5VjszeylM9lJZ6qTrnQXnUnX9qR7JiXQAKJGlKZwU0mYNYWa3BRuKvlHc1Da14qwLHcYdHAQe2gYe3gYe2gIe3jIyw9hDXl+PI4dj+MkEq851IMaCqFGo2ixKGo0hhqNoEWinkCLoEYiqJEoaiSMFo2ihiOo4XApaZEwSigk52QdIoQQh/xZSgE2w5ECbP8ULIc3f/1vbOlN8a7T5nDTZSdMd5MOD4UM9G+Cvetd27fZtUM7YLztVFTdjVFWt6Ay1c6DaIuM8H8EYzs2fdk+ulJddKe76U53l3rOejKuQBtvk/N9CRthGkONNIWaaAw10hBsoCHUUPKL9liIg3YoELaNnUjgxOOuYCvZBHYigZ2I45T8BE4i7h5Lpfa7hdQBoSiukCsKs1BoJIVDKMEgasgrDwZRQ0G3LOD5gQBqMIQaCqIGAiiBAIrfjxoMohzle1xOBVKAzXCkAJscT24b4B13PYmiwN0fWM3y2dXT3aSpw8zBwKuVoqz/VbdsojlIesAVZzUdriCr7fD8DqiaDfoM70k8Bkib6VJvWVGY9WZ62Zvey96MmyYr0gBq/DXUBetKAq3kB12/PlhPfbCeiBGRL+eDRJgmdiqFk0hgJ1M4yQR2IunaVAonlcZJJrHTI76TSrnH0ulSmkwctteK4vePCLOAH9Xnd4WZ34/q96GU8j4Unw/V50MxXL+UDGPEGgaKoY/4uuuj6yi6gaJroGklX9E0KJarqpv3rKJ5dVUViuVH2HdSCrAZjhRgk+f6n6/lNy90smxWjN998Ey06QpLcaTgOG50/4Etrhgb2OoJtS0wvAsmGt5SVIi2QvUcdxizeq5n57h+tAW0mTOH5VgmY2ZcUZbZS2+ml95ML33ZPtdm+kq+Od68wzHwqT7qgnXUBepcW+bXBmqpDdRSE6ihNlBLtb8aXZXflUOJEAKRy+F4osz2RJnIZnEyGTelMyN+NouTSSOyOdfPZt262SxOLoeTzbjH8nkwJ/89OCJRVXc+bFGQFfP7RsMvijXPb/rEJ6h+22WHtClSgM1wpACbPH3JPOd+5WESOYsvvOV4rjyjfbqbdORimxDf7c4rG9zmDmOW+/tZvYeiuZuWV7Xtk2a7NtYKgWq5MGCGIIRgOD9Mb6aXgewAfdk++rP9pVSeT5vpA7q2gkK1v5qaQE2FKKsJ1FDjr6E6UE2tv5bqQDXVfjcF9eAR15txrCAsCyeXR+RzONnciC3kEfk8Tj6PyBcq87k8wiwgCqZnCzgF14qC6VrLQpgFsCy3zLIQZpm1LTAthG0jbNutZ3l5y3JXth7GXr/mL3yBmisuP6TXlAJshiMF2IHxoyd38pnfvkzQ0Lj3w2eyoFFOPj5ghHA3Kh/eBcM7XUFW9Id3uTsBTKa3xAi5QizaArFZrl9M0WaINLurN+W8oxlFzsoxkBtgIOulXKUdyg8xmB1kMDfIcH543K2fJsKn+qj2V1MVqCqJsiq/68d8Mar8VVT5qoj5Xb9YFtACUrgdxbgrGh2wbTcKvmWD4wk2cI85XtgMsY/vXmDE7hMVX6+rQzvE71gpwGY4UoAdGI4jeO/3nubRV/tZ2hLj7g+cQcCQcZQOKY7jRvqP73F70eJ7ytJuN2WHJnkxBcL1I4Is6qVwoyvOIo0jvj8qe9RmGJZjMZwfZig3xEBugOHccEmYDeWGSnYoP1TKH8hQ6L4YqkHMFyPqixLze9YXK6WoL0rEFyFqREd8X5So4fpSwEkOJVKAzXCkADtwehM5LvzvvzGYLvBPq9v53CXHT3eTjj3MrBt4Ntnt2kSnZz0/udcVcZMIs1BCD3iCrMFNoXoI15X5DW4+VA+hWrcHTr5MZxRCCLJWluH88EjKuTaej5MoJIjn48QLcdd6ZYl8YsIdCSaLruiEfWEiRoSw4dqIb8QPG2FCRoiwHiZsjE4hPUTQCLpWDqMe80gBNsORAuzgeGhjL//0g2cA+MgbF3H2onpWzKmZ5lZJKnAcyPRDssdNqZ4RP90LqT7P9kIhdeDX1wMQqoNgrSvIQrUj+WA1BGvcFCjzg9WgH74NnyWHByEEGStDIp9wBVkhQbKQLImzpJkkkU+QMlMkCglShRQpM0WykCRZSJIyUzjjhXI5SBQUgnqQkBEipIcIGa4omygF9IBrtUDJL5b7NT8BLYBf96zml7skHOFIATbDkQLs4Pnivev53mPbS/l7PrSaE9uqp69BkoOnkBkRY+k+SPe7NjNQlu93BV1mAOwD2zewAj3oCrFAVVkqz8fAHxuxJT/q+r6IjK82wygKuFQhRdpMkzSTpAtpUqaXLyRJm2k3WWnSBc+aaTJmpnQsY2X2u/3UoURX9ZIYC+gBfJoPv+avsAHNLfepPtd6vqEZFWWGapTsWL6u6uiqjqEaY/q64uY1VTum9zct57W+v+XaYcmM5RNvWkJjzM9df93GYLrA8zuHCBgaCqBrKmGfRtivEzQ01GM9ZMWRji8EvnY3btn+EMLtMcsMumIsOwiZIdfPDLjz03LDrq1Iw4BwV4Ams+7w6UG3N+IKMl8E/EU/6vq+CPjCI8eKvi/sJiPsfl4jOOLrQSnqDiOKopSGEV8rjnDIWTkyVoaMmSmJsrSZJmtl3WRmR3wrW6qTt/PkrBw5K0fWzrrWypbKcnauYo6c5VikHLc370hCVVQ0RSsJM13V0VQNTfHSGH7xHFVRXV8dXabihpYo5hVcX1EUFJSSLQrA8rLicLDC6L/1iqLw5o43s6p51ZQ+p/0x7QLsjjvu4Mtf/jLd3d0cf/zxfO1rX+Oss84at/4jjzzC9ddfzyuvvEJraysf//jHueaaayrq/PrXv+Yzn/kMW7duZf78+dx4441cdlll/I/93VcIwRe+8AXuuusuhoaGOO200/jmN7/J8cePzDfK5/P8+7//Oz/96U/JZrOce+653HHHHbS1tR2ipyOZCJ+ucs058/nzKz0Mpgt8/t7149YN+zRCfp2IXyfk04j4daIBNx8J6ET8BtHASFl4n7ohv07EpxPya0fuhuDHCori9UZF3dhlk8VxXGGWi4+TiscSkE+M2HLf8eYhFVIHN2w6EUaoLAW9tK8fcMXamNZLRhA0n5f372MDbgBeze+uTpVzmA4YVVHdYUcjBMFDf33bscnb+VLKWbmKfMEuVNiKMqeAaZulvOm4frHcdMySbznWSH2ngOVYmI5bXu6PtV2WIxwc4bymBRVTzXF1x0kBVs7Pf/5zrrvuOu644w5Wr17Nt7/9bd70pjexfv165syZM6r+9u3bueiii3jf+97Hj3/8Yx577DE+8IEP0NDQwN///d8D8MQTT3DFFVfwpS99icsuu4y7776byy+/nEcffZTTTjtt0ve97bbb+OpXv8oPfvADFi1axH/+539y3nnnsWnTJqLRKADXXXcd9957Lz/72c+oq6vjox/9KBdffDHPPfccmibH7qeKv1/ZRtdwFst2F8Q7QmDZgnTBKq1KThds0gWbvmT+Nd/Pp6uEfBohQyPg0wj5NIKGRtCnEzRUQj6dgKHi1zUChlbmqxV5n6biN1TP7pPXVQxNxdBVDE3Bpx15UaBnHKo6MlfsYBDCXXxQSEE+6aZCCvJevlAsS3spNdrPp8DMuKmQqYzHViyfMpQyoeaJsnJxpvvd45pRWaYaXpmv7LiXV/WRMlX3bLGu7vqq7vn75j1f1UHVRq5RXqbqboy6Yv4o/J3QVI2Q6gm8IwBHOCVRZgnX2o6NLWxMx8R27JJQs4VdOlbuW46FQGA7No5wsMVoK4RAIEriTgiBg1ORF4gRW+6XzaQqD4tSXn583ZG3WGta54CddtpprFy5kjvvvLNUtnTpUi699FJuvvnmUfVvuOEG7rnnHjZs2FAqu+aaa3jxxRd54oknALjiiitIJBLcd999pToXXnghNTU1/PSnP53UfYUQtLa2ct1113HDDTcAbm9XU1MTt956K+9///uJx+M0NDTwox/9iCuuuAKArq4uZs+ezR//+EcuuOCCST0DOQfs8CGEIGc6pPIWmYLlWZt03vVTOdcmc25K5c1SPpW3yORt0gWLdN4iXbApWId/a5CJMDTFFWWaK8p0VUX3ynRVQS+Vu76uKmiqe1xTlVJeVxXUsryquFZTFTTPVz1fVRjxS3VBVRRvqAA0tcxX3Doobh3VC0hdrK9Q9EHBHRooHWckgLVSypeVM3Ie++SVimsWn1hZ/X2u5R31ykeecfE+5fl9/XGPj1FWeWSM48JBNbOoVgbFzKBYGVQ7j2pmUSw3qV5SvDLVzqFYXir3S2UFFDvvJivnWS8/g3osJoNQVFA0hKqVhFmxrOR7x0p1FBWhaF4Edc31vXol30sjx1QExWupgIpQlLK62j754vkKUF6muNcpfdFV3C+z6rYVKspQFK+8GNl9xArvuPetr4z87uVF6VhZ3dIvUPnx4nXY5z6UysU++THPGXW8PF/2cxtVZ58KY+X3K7YnPh6atZRw/eiOndfCjJ0DVigUeO655/jEJz5RUX7++efz+OOPj3nOE088wfnnn19RdsEFF/Dd734X0zQxDIMnnniCj3zkI6PqfO1rX5v0fbdv305PT0/Fvfx+P+eccw6PP/4473//+3nuuecwTbOiTmtrK8uWLePxxx8fV4Dl83ny+ZFemEQiMWY9yWtHURSCPo2gTwNe+8o303bI5G1SBYtswSJbcMgULDKmTa5gkynYZE2brGfzlk3OdMiZnrVs8qZDvtxaDgXLIe+lQrHMdtj3XyPTFpi2DRxAaAfJDEYDIl46NCg4+LDwY+LHxIeJT7Fci1WWtzC8vIFVKvNhomOXykq+l3RsdMXCwPaO2ejetQzFRsPx8q5vYLllinsdFad0TMdGw8anjP99V4QDwjnqhKXk0PPU8Z/ltH/46HQ3o4JpE2D9/f3Ytk1TU1NFeVNTEz09PWOe09PTM2Z9y7Lo7++npaVl3DrFa07mvkU7Vp2dO3eW6vh8Pmpqasa9zljcfPPNfOELXxj3uOTIxdBUqkIqVaGpiexuOwLTdsWYaRWtoGA7WI6DZbvHLa+eaQsszzrCLbMdgeWIEevVtx2BLQS27VqneNzzbccdynWEW7doi+VCCBxR9CnVGSlzfQGeL3Acd3igaIV3vHgNdzihPD9yPhTzoqJcAOybpywgtle/vIzya45Tt3hspP7o0rHqVg6FjH/f8Rh1VOzn+L7V93t9DTCwCGIB+246dDjHQyZs237uq5QEmYOGjY6DWibS3HKndFwty6sVxxyUfcpVRCmvlJWpFbZ4rijVV/apUyxTECiK8MoFStk9in0/xfMo8928KN1DKUtqWVnxGso+ZWpZebFvq/x6lI6NlJfXd4+7eZTK/KjjZT+08rLyemPlK88b+aGP7vsS+8nvy/6/uJb/yBthmvZJ+PvOaxFCTDjXZaz6+5ZP5pqHqs6+7K/OJz/5Sa6//vpSPpFIMHv27AmvKTk2cYcFNRnpXyKRSF4ji6e7AWMwbcu56uvr0TRtVG9Rb2/vqJ6nIs3NzWPW13Wdurq6CesUrzmZ+zY3NwPst06hUGBoaGjcOmPh9/uJxWIVSSKRSCQSybHFtAkwn8/HySefzJo1ayrK16xZwxlnnDHmOaeffvqo+vfffz+rVq3CMIwJ6xSvOZn7dnR00NzcXFGnUCjwyCOPlOqcfPLJGIZRUae7u5uXX3553PZLJBKJRCKRACCmkZ/97GfCMAzx3e9+V6xfv15cd911IhwOix07dgghhPjEJz4h3vOe95Tqb9u2TYRCIfGRj3xErF+/Xnz3u98VhmGIX/3qV6U6jz32mNA0Tdxyyy1iw4YN4pZbbhG6rosnn3xy0vcVQohbbrlFVFVVid/85jdi3bp14p3vfKdoaWkRiUSiVOeaa64RbW1t4oEHHhDPP/+8eMMb3iBOOukkYVnWpJ9BPB4XgIjH4wf1DCUSiUQikUw9r/X9Pa0CTAghvvnNb4q5c+cKn88nVq5cKR555JHSsSuvvFKcc845FfUffvhhsWLFCuHz+UR7e7u48847R13zl7/8pVi8eLEwDEMsWbJE/PrXvz6g+wohhOM44nOf+5xobm4Wfr9fnH322WLdunUVdbLZrPjQhz4kamtrRTAYFBdffLHYtWvXAX1+KcAkEolEIpl5vNb3t9wLcpqRccAkEolEIpl5vNb3t9xTRSKRSCQSiWSKkQJMIpFIJBKJZIqRAkwikUgkEolkipECTCKRSCQSiWSKkQJMIpFIJBKJZIqRAkwikUgkEolkipECTCKRSCQSiWSKkQJMIpFIJBKJZIqRAkwikUgkEolkitGnuwHHOsWNCBKJxDS3RCKRSCQSyWQpvrcPdkMhKcCmmWQyCcDs2bOnuSUSiUQikUgOlGQySVVV1QGfJ/eCnGYcx6Grq4toNIqiKIfsuolEgtmzZ7N79265x+QBIp/dwSGf28Ejn93BIZ/bwSOf3cFR/tyi0SjJZJLW1lZU9cBndMkesGlGVVXa2toO2/VjsZj85TpI5LM7OORzO3jkszs45HM7eOSzOziKz+1ger6KyEn4EolEIpFIJFOMFGASiUQikUgkU4wUYEcpfr+fz33uc/j9/uluyoxDPruDQz63g0c+u4NDPreDRz67g+NQPjc5CV8ikUgkEolkipE9YBKJRCKRSCRTjBRgEolEIpFIJFOMFGASiUQikUgkU4wUYBKJRCKRSCRTjBRgRyl33HEHHR0dBAIBTj75ZP72t79Nd5OOaG6++WZOOeUUotEojY2NXHrppWzatGm6mzUjufnmm1EUheuuu266m3LE09nZybvf/W7q6uoIhUIsX76c5557brqbdcRjWRb/8R//QUdHB8FgkHnz5vHFL34Rx3Gmu2lHFH/961+55JJLaG1tRVEUfvvb31YcF0Lw+c9/ntbWVoLBIK9//et55ZVXpqexRxgTPTvTNLnhhhs44YQTCIfDtLa28t73vpeurq4DuocUYEchP//5z7nuuuv49Kc/zQsvvMBZZ53Fm970Jnbt2jXdTTtieeSRR/jgBz/Ik08+yZo1a7Asi/PPP590Oj3dTZtRPPPMM9x1112ceOKJ092UI56hoSFWr16NYRjcd999rF+/nq985StUV1dPd9OOeG699Va+9a1vcfvtt7NhwwZuu+02vvzlL/ONb3xjupt2RJFOpznppJO4/fbbxzx+22238dWvfpXbb7+dZ555hubmZs4777zSHsXHMhM9u0wmw/PPP89nPvMZnn/+eX7zm9+wefNm3vKWtxzYTYTkqOPUU08V11xzTUXZkiVLxCc+8YlpatHMo7e3VwDikUceme6mzBiSyaRYuHChWLNmjTjnnHPEtddeO91NOqK54YYbxJlnnjndzZiRvPnNbxZXX311Rdnb3vY28e53v3uaWnTkA4i77767lHccRzQ3N4tbbrmlVJbL5URVVZX41re+NQ0tPHLZ99mNxdNPPy0AsXPnzklfV/aAHWUUCgWee+45zj///Iry888/n8cff3yaWjXziMfjANTW1k5zS2YOH/zgB3nzm9/MG9/4xuluyozgnnvuYdWqVfzDP/wDjY2NrFixgu985zvT3awZwZlnnslf/vIXNm/eDMCLL77Io48+ykUXXTTNLZs5bN++nZ6enop3hd/v55xzzpHvioMgHo+jKMoB9WDLzbiPMvr7+7Ftm6amporypqYmenp6pqlVMwshBNdffz1nnnkmy5Ytm+7mzAh+9rOf8fzzz/PMM89Md1NmDNu2bePOO+/k+uuv51Of+hRPP/00//Zv/4bf7+e9733vdDfviOaGG24gHo+zZMkSNE3Dtm1uvPFG3vnOd05302YMxffBWO+KnTt3TkeTZiy5XI5PfOITvOtd7zqgjc2lADtKURSlIi+EGFUmGZsPfehDvPTSSzz66KPT3ZQZwe7du7n22mu5//77CQQC092cGYPjOKxatYqbbroJgBUrVvDKK69w5513SgG2H37+85/z4x//mJ/85Cccf/zxrF27luuuu47W1lauvPLK6W7ejEK+K14bpmnyjne8A8dxuOOOOw7oXCnAjjLq6+vRNG1Ub1dvb++o/3Qko/nwhz/MPffcw1//+lfa2tqmuzkzgueee47e3l5OPvnkUplt2/z1r3/l9ttvJ5/Po2naNLbwyKSlpYXjjjuuomzp0qX8+te/nqYWzRw+9rGP8YlPfIJ3vOMdAJxwwgns3LmTm2++WQqwSdLc3Ay4PWEtLS2lcvmumDymaXL55Zezfft2HnzwwQPq/QK5CvKow+fzcfLJJ7NmzZqK8jVr1nDGGWdMU6uOfIQQfOhDH+I3v/kNDz74IB0dHdPdpBnDueeey7p161i7dm0prVq1in/8x39k7dq1UnyNw+rVq0eFOtm8eTNz586dphbNHDKZDKpa+frSNE2GoTgAOjo6aG5urnhXFAoFHnnkEfmumARF8bVlyxYeeOAB6urqDvgasgfsKOT666/nPe95D6tWreL000/nrrvuYteuXVxzzTXT3bQjlg9+8IP85Cc/4Xe/+x3RaLTUg1hVVUUwGJzm1h3ZRKPRUXPlwuEwdXV1cg7dBHzkIx/hjDPO4KabbuLyyy/n6aef5q677uKuu+6a7qYd8VxyySXceOONzJkzh+OPP54XXniBr371q1x99dXT3bQjilQqxauvvlrKb9++nbVr11JbW8ucOXO47rrruOmmm1i4cCELFy7kpptuIhQK8a53vWsaW31kMNGza21t5e1vfzvPP/88v//977Ftu/TOqK2txefzTe4mr2FlpuQI5pvf/KaYO3eu8Pl8YuXKlTKcwn4Axkzf//73p7tpMxIZhmJy3HvvvWLZsmXC7/eLJUuWiLvuumu6mzQjSCQS4tprrxVz5swRgUBAzJs3T3z6058W+Xx+upt2RPHQQw+N+XftyiuvFEK4oSg+97nPiebmZuH3+8XZZ58t1q1bN72NPkKY6Nlt37593HfGQw89NOl7KEII8dp0okQikUgkEonkQJBzwCQSiUQikUimGCnAJBKJRCKRSKYYKcAkEolEIpFIphgpwCQSiUQikUimGCnAJBKJRCKRSKYYKcAkEolEIpFIphgpwCQSiUQikUimGCnAJBLJAaEoCr/97W+nuxmSSTAVP6sf/OAHKIqCoihcd911h/VeV111Vele8jsomelIASaRSCpebIZh0NTUxHnnncf3vve9UfvrdXd386Y3vWlS151JL8rPf/7zpWdQnh544IHpblrFz6c8XXjhhdPdNABisRjd3d186UtfOqz3+e///m+6u7sP6z0kkqlC7gUpkUgAuPDCC/n+97+Pbdvs3buXP/3pT1x77bX86le/4p577kHX3T8Xzc3N09zSw8fxxx8/SnDV1taOqlcoFCa/39shovjzKcfv909pG8ZDUZQp+V5UVVVRVVV12O8jkUwFsgdMIpEA7su8ubmZWbNmsXLlSj71qU/xu9/9jvvuu48f/OAHpXrlvVqFQoEPfehDtLS0EAgEaG9v5+abbwagvb0dgMsuuwxFUUr5rVu38ta3vpWmpiYikQinnHLKKNHT3t7OTTfdxNVXX000GmXOnDmjNqnes2cP73jHO6itrSUcDrNq1Sqeeuqp0vF7772Xk08+mUAgwLx58/jCF76AZVkTPgNd12lubq5IPp+Pq666iksvvZSbb76Z1tZWFi1aBMC6det4wxveQDAYpK6ujn/5l38hlUqVrlc876abbqKpqYnq6upSOz72sY9RW1tLW1sb3/ve9yb98ylPNTU1peNbtmzh7LPPJhAIcNxxx7FmzZpR13j88cdZvnw5gUCAVatW8dvf/hZFUVi7dm2pzvr167nooouIRCI0NTXxnve8h/7+/v22b1/y+Twf//jHmT17Nn6/n4ULF/Ld734XgIcffhhFUfjzn//MihUrCAaDvOENb6C3t5f77ruPpUuXEovFeOc730kmkznge0skMwEpwCQSybi84Q1v4KSTTuI3v/nNmMe//vWvc8899/CLX/yCTZs28eMf/7gktJ555hkAvv/979Pd3V3Kp1IpLrroIh544AFeeOEFLrjgAi655BJ27dpVce2vfOUrrFq1ihdeeIEPfOAD/Ou//isbN24sXeOcc86hq6uLe+65hxdffJGPf/zjpeHSP//5z7z73e/m3/7t31i/fj3f/va3+cEPfsCNN9540M/iL3/5Cxs2bGDNmjX8/ve/J5PJcOGFF1JTU8MzzzzDL3/5Sx544AE+9KEPVZz34IMP0tXVxV//+le++tWv8vnPf56LL76YmpoannrqKa655hquueYadu/efdBtcxyHt73tbWiaxpNPPsm3vvUtbrjhhoo6yWSSSy65hBNOOIHnn3+eL33pS6PqdHd3c84557B8+XKeffZZ/vSnP7F3714uv/zyA27Te9/7Xn72s5/x9a9/nQ0bNvCtb32LSCRSUefzn/88t99+O48//ji7d+/m8ssv52tf+xo/+clP+MMf/sCaNWv4xje+ceAPRCKZCRyuncQlEsnM4corrxRvfetbxzx2xRVXiKVLl5bygLj77ruFEEJ8+MMfFm94wxuE4zhjnltedyKOO+448Y1vfKOUnzt3rnj3u99dyjuOIxobG8Wdd94phBDi29/+tohGo2JgYGDM65111lnipptuqij70Y9+JFpaWsZtw+c+9zmhqqoIh8OldMoppwgh3OfT1NQk8vl8qf5dd90lampqRCqVKpX94Q9/EKqqip6entJ5c+fOFbZtl+osXrxYnHXWWaW8ZVkiHA6Ln/70p+O27corrxSaplW0LRwOiy9+8YtCCCH+/Oc/C03TxO7du0vn3HfffRXP/8477xR1dXUim82W6nznO98RgHjhhReEEEJ85jOfEeeff37FvXfv3i0AsWnTpjHb9v3vf19UVVVVlG3atEkAYs2aNWOe89BDDwlAPPDAA6Wym2++WQBi69atpbL3v//94oILLhh1/mS/VxLJkYycAyaRSCZECIGiKGMeu+qqqzjvvPNYvHgxF154IRdffDHnn3/+hNdLp9N84Qtf4Pe//z1dXV1YlkU2mx3VA3biiSeW/OIco97eXgDWrl3LihUrxpyfBfDcc8/xzDPPVPR42bZNLpcjk8kQCoXGPG/x4sXcc889pXz5HKsTTjihYt7Xhg0bOOmkkwiHw6Wy1atX4zgOmzZtoqmpCXDnlanqyGBDU1MTy5YtK+U1TaOurq702cbj7/7u77jzzjsryoqff8OGDcyZM4e2trbSsdNPP72i7qZNmzjxxBMJBAKlslNPPbWiznPPPcdDDz00qqcK3KHj4tDr/li7di2apnHOOedMWK/8Z9zU1EQoFGLevHkVZU8//fSk7imRzDSkAJNIJBOyYcMGOjo6xjy2cuVKtm/fzn333ccDDzzA5Zdfzhvf+EZ+9atfjXu9j33sY/z5z3/mv/7rv1iwYAHBYJC3v/3tFAqFinqGYVTkFUUpDTEGg8EJ2+w4Dl/4whd429veNupYuQDZF5/Px4IFC8Y8Vi60YGJhWl4+1ueY6LONRzgcHrdtQogJ2zBee/c9z3EcLrnkEm699dZR12tpaZmwfeXs7+dTpPw5HOxzkUhmKlKASSSScXnwwQdZt24dH/nIR8atE4vFuOKKK7jiiit4+9vfzoUXXsjg4CC1tbUYhoFt2xX1//a3v3HVVVdx2WWXAe58rh07dhxQu0488UT+53/+p3SffVm5ciWbNm0aV7AcCo477jj+93//l3Q6XRJnjz32GKqqTrqn6FC2ZdeuXXR1ddHa2grAE088UVFnyZIl/N///R/5fL7Us/fss89W1Fm5ciW//vWvaW9vL616PRhOOOEEHMfhkUce4Y1vfONBX0ciOZqRk/AlEgngrlrr6emhs7OT559/nptuuom3vvWtXHzxxbz3ve8d85z/9//+Hz/72c/YuHEjmzdv5pe//CXNzc1UV1cD7mrGv/zlL/T09DA0NATAggUL+M1vfsPatWt58cUXede73nXAvRzvfOc7aW5u5tJLL+Wxxx5j27Zt/PrXvy6Jjs9+9rP88Ic/5POf/zyvvPIKGzZs4Oc//zn/8R//cfAPaB/+8R//kUAgwJVXXsnLL7/MQw89xIc//GHe8573lIYfDyXFn095Kq5OfOMb38jixYt573vfy4svvsjf/vY3Pv3pT1ecX3zO//Iv/8KGDRtKvZAw0lv2wQ9+kMHBQd75znfy9NNPs23bNu6//36uvvrqUUJ6Itrb27nyyiu5+uqr+e1vf8v27dt5+OGH+cUvfnGInoZEMvORAkwikQDwpz/9iZaWFtrb27nwwgt56KGH+PrXv87vfvc7NE0b85xIJMKtt97KqlWrOOWUU9ixYwd//OMfS3OevvKVr7BmzRpmz57NihUrAFe01dTUcMYZZ3DJJZdwwQUXsHLlygNqq8/n4/7776exsZGLLrqIE044gVtuuaXUzgsuuIDf//73rFmzhlNOOYXXve51fPWrX2Xu3Lmv4QlVEgqF+POf/8zg4CCnnHIKb3/72zn33HO5/fbbD9k9yin+fMrTmWeeCYCqqtx9993k83lOPfVU/vmf/3nUis9YLMa9997L2rVrWb58OZ/+9Kf57Gc/C4wMy7a2tvLYY49h2zYXXHABy5Yt49prr6WqqqpiHttkuPPOO3n729/OBz7wAZYsWcL73vc+0un0IXgSEsnRgSLGmjwgkUgkkqOe//u//+Of/umfiMfjk563tS8/+MEPuO666xgeHj60jZsARVG4++67ufTSS6fsnhLJoUb2gEkkEskxwg9/+EMeffRRtm/fzm9/+1tuuOEGLr/88oMWX0Xi8TiRSGRUXLFDzTXXXDPmCk2JZCYie8AkEonkGOG2227jjjvuoKenh5aWFi699FJuvPHGccNyTIZkMsnevXsBqK6upr6+/lA1dxS9vb0kEgnAXZW578pUiWQmIQWYRCKRSCQSyRQjhyAlEolEIpFIphgpwCQSiUQikUimGCnAJBKJRCKRSKYYKcAkEolEIpFIphgpwCQSiUQikUimGCnAJBKJRCKRSKYYKcAkEolEIpFIphgpwCQSiUQikUimGCnAJBKJRCKRSKaY/x+tnmtP0a1dewAAAABJRU5ErkJggg==",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -266,7 +277,46 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "OX001=Tedlar\n",
+      "OX002=ST504\n",
+      "OX003=EVA\n",
+      "OX004=AAA polyamide backsheet\n",
+      "OX005=Helioseal_101_dry\n",
+      "OX006=Helioseal_101_wet\n",
+      "OX007=LPO3_dry\n",
+      "OX008=LPO3_wet\n",
+      "OX009=Nagase_dry\n",
+      "OX010=Nagase_wet\n",
+      "OX011=Oppanol_B_200\n",
+      "OX012=EVA\n",
+      "OX013=polyolefin elastomer (POE)\n"
+     ]
+    }
+   ],
+   "source": [
+    "fpath = os.path.join(DATA_DIR, \"O2permeation.json\")\n",
+    "with open(fpath) as f:\n",
+    "    data = json.load(f)\n",
+    "f.close()\n",
+    "\n",
+    "material_list = ''\n",
+    "for key in data:\n",
+    "    if 'name' in data[key].keys():\n",
+    "        material_list = material_list + key + \"=\" + data[key]['name'] + '\\n'\n",
+    "material_list = material_list[0:len(material_list)-1]\n",
+    "print(material_list)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
    "metadata": {},
    "outputs": [
     {

From fedbb0e1250d7619b39ceab500be98ed7b6705f1 Mon Sep 17 00:00:00 2001
From: MDKempe <58960264+MDKempe@users.noreply.github.com>
Date: Thu, 19 Sep 2024 18:30:20 -0600
Subject: [PATCH 037/109] 
 C:\Users\mkempe\Documents\GitHub\PVDegradationTools\pvdeg

---
 .../Tools-Edge Seal Oxygen Ingress.ipynb      | 24 +++++++++----------
 1 file changed, 11 insertions(+), 13 deletions(-)

diff --git a/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb b/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb
index 3ca8df83..51f4ed29 100644
--- a/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Tools-Edge Seal Oxygen Ingress.ipynb	
@@ -26,7 +26,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -36,18 +36,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
     "import os\n",
-    "from pathlib import Path\n",
     "import pvdeg\n",
     "import pandas as pd\n",
     "from pvdeg import DATA_DIR\n",
     "import matplotlib.pyplot as plt\n",
     "import numpy as np\n",
-    "import seaborn as sns\n",
     "import json"
    ]
   },
@@ -66,7 +64,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -86,7 +84,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -111,7 +109,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -152,7 +150,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -187,7 +185,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -215,7 +213,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -237,7 +235,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -277,7 +275,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -316,7 +314,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {

From f0c1d3a189f12a1c6cb51602cb0b45ca73b3f52d Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 19 Sep 2024 18:37:08 -0600
Subject: [PATCH 038/109] fix 1d diffusion string indexing

---
 pvdeg/diffusion.py | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/pvdeg/diffusion.py b/pvdeg/diffusion.py
index 31780222..e40f26df 100644
--- a/pvdeg/diffusion.py
+++ b/pvdeg/diffusion.py
@@ -88,24 +88,24 @@ def esdiffusion(
         H2O = json.load(user_file)
         user_file.close()
 
-    if edge_seal[0,2]=="OX":
+    if edge_seal[0:2]=="OX":
         esp = O2.get(edge_seal)
         if printout:
             print("Oxygen ingress parameters loaded for the edge seal.")
     else:
-        if edge_seal[0,1]=="W":
+        if edge_seal[0:1]=="W":
             esp = H2O.get(edge_seal)
             if printout:
                 print("Water ingress parameters loaded for the edge seal.")
         else:
             print("Edge seal material not found")
 
-    if encapsulant[0,2]=="OX":
+    if encapsulant[0:2]=="OX":
         encp = O2.get(encapsulant)
         if printout:
             print("Oxygen ingress parameters loaded for the encapsulant.")
     else:
-        if encapsulant[0,1]=="W":
+        if encapsulant[0:1]=="W":
             encp = H2O.get(encapsulant)
             if printout:
                 print("Water ingress parameters loaded for the eencapsulant.")

From cbe0680389e879bff3a46d6413adb75305ce20c8 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 19 Sep 2024 18:53:47 -0600
Subject: [PATCH 039/109] Fix: test/data/test-scenario.json

---
 tests/data/test-scenario.json | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/tests/data/test-scenario.json b/tests/data/test-scenario.json
index d6413068..387888f8 100644
--- a/tests/data/test-scenario.json
+++ b/tests/data/test-scenario.json
@@ -14,10 +14,10 @@
                 "Fickian": true,
                 "Ead": 29.43112031,
                 "Do": 0.129061678,
-                "Eas": 32.3137806,
-                "So": 87.81142774,
-                "Eap": 61.7449009,
-                "Po": 97917899126
+                "Eas": 16.6314948252219,
+                "So": 0.136034525059804,
+                "Eap": 49.1083457348515,
+                "Po": 528718258.338532
 
             },
             "temp_model": "sapm",

From b4e93b2635029d903dbfd32d4c2a80f2b36124f1 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 19 Sep 2024 19:22:40 -0600
Subject: [PATCH 040/109] Fix: test_read_material_bad

---
 pvdeg/utilities.py | 17 ++++++++++-------
 1 file changed, 10 insertions(+), 7 deletions(-)

diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index 4f74469e..342e302c 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -518,13 +518,16 @@ def _read_material(name, fname="O2permeation.json"):
     f.close()
     print('work')
     if name is None:
-        material_list = ''
-        print('working')
-        for key in data:
-            if 'name' in data[key].keys():
-                material_list = material_list + key + "=" + data[key]['name'] + '\n'
-        material_list = material_list[0:len(material_list)-1]
-        return [*material_list]
+        return list(data.keys())
+
+        # what was the point of this
+        # material_list = ''
+        # print('working')
+        # for key in data:
+        #     if 'name' in data[key].keys():
+        #         material_list = material_list + key + "=" + data[key]['name'] + '\n'
+        # material_list = material_list[0:len(material_list)-1]
+        # return [*material_list]
 
     mat_dict = data[name]
     return mat_dict

From 21a48531bd37438f9d474b83281426cbfb4e829e Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 19 Sep 2024 19:27:34 -0600
Subject: [PATCH 041/109] Fix: Run tests and cleanup

---
 pvdeg/utilities.py | 6 ++++--
 1 file changed, 4 insertions(+), 2 deletions(-)

diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index 342e302c..9c5f2151 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -516,11 +516,13 @@ def _read_material(name, fname="O2permeation.json"):
     with open(fpath) as f:
         data = json.load(f)
     f.close()
-    print('work')
+
     if name is None:
         return list(data.keys())
 
-        # what was the point of this
+        # Mike Added
+        # broke test
+        # =========== 
         # material_list = ''
         # print('working')
         # for key in data:

From 655414c29bc94c19e9ab2c39f172a308b820a46c Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 20 Sep 2024 18:41:45 -0600
Subject: [PATCH 042/109] Top Level import for ScenarioGeospatialScenario

---
 pvdeg/__init__.py                             |    2 +-
 pvdeg/scenario.py                             |   65 +-
 .../Scenario - Geospatial.ipynb               | 1105 ++-------
 ...rm Mountain Prefferential Downselect.ipynb | 2196 +----------------
 .../Scenario - Single Location.ipynb          |  348 +--
 .../Scenario - Temperatrure.ipynb             |    8 +-
 6 files changed, 479 insertions(+), 3245 deletions(-)

diff --git a/pvdeg/__init__.py b/pvdeg/__init__.py
index 66135977..0b770fc6 100644
--- a/pvdeg/__init__.py
+++ b/pvdeg/__init__.py
@@ -12,7 +12,7 @@
 from . import humidity
 from . import letid
 from . import montecarlo
-from . import scenario
+from .scenario import Scenario, GeospatialScenario
 from . import spectral
 from . import symbolic
 from . import standards
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 2f1df3bc..57397d5f 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -16,16 +16,13 @@
 import matplotlib.pyplot as plt
 from collections import OrderedDict
 from copy import deepcopy
-from typing import List, Union, Optional, Tuple, Callable
+from typing import List, Union, Optional, Tuple, Callable, overload
 from functools import partial
 import pprint
 from IPython.display import display, HTML
 import cartopy.crs as ccrs
 import cartopy.feature as cfeature
 
-### premade scenario with locations of interest. Ask Mike?
-# TODO: geospatial reset weather and addLocation from gids.
-
 
 class Scenario:
     """
@@ -1193,27 +1190,40 @@ def addLocation(
             bbox_gids = pvdeg.geospatial.apply_bounding_box(geo_meta, **bbox_kwarg)
             geo_meta = geo_meta.loc[bbox_gids]
 
+
+        #                Downselect by Region
+        # ======================================================
+
         # string to list whole word list or keep list
         toList = lambda s: s if isinstance(s, list) else [s]
 
         if country:
             countries = toList(country)
+            self._check_set(countries, set(geo_meta["country"]))
             geo_meta = geo_meta[geo_meta["country"].isin(countries)]
+
+
         if state:
             states = toList(state)
             states = [
                 pvdeg.utilities._get_state(entry) if len(entry) == 2 else entry
                 for entry in states
             ]
+
+            self._check_set(states, set(geo_meta["state"]))
             geo_meta = geo_meta[geo_meta["state"].isin(states)]
+
+
         if county:
             if isinstance(county, str):
                 county = toList(county)
 
+            self._check_set(county, set(geo_meta["county"]))
             geo_meta = geo_meta[geo_meta["county"].isin(county)]
 
-        # we don't downsample weather data until this runs
-        # because on NSRDB we are storing weather OUT of MEMORY with dask
+        # ======================================================
+
+
         geo_meta, geo_gids = pvdeg.utilities.gid_downsampling(
             geo_meta, downsample_factor
         )
@@ -1533,7 +1543,7 @@ def coords_tonumpy(self) -> np.array:
 
         return coords
 
-    def geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
+    def get_geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
         """
         Extract the geospatial weather dataset and metadata dataframe from the scenario object
 
@@ -1548,7 +1558,7 @@ def geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
 
         Returns:
         --------
-        (weather_data, meta_data): (xr.Dataset, pd.DataFrame)
+        (weather_data, meta_data): tuple[xr.Dataset, pd.DataFrame]
             A tuple of weather data as an `xarray.Dataset` and the corresponding meta data as a dataframe.
         """
         # downsample here, not done already happens at pipeline runtime
@@ -1557,6 +1567,26 @@ def geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
         )
         return geo_weather_sub, self.meta_data
 
+    # @dispatch(xr.Dataset, pd.DataFrame)
+    def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) -> None:
+        """
+        Parameters:
+        -----------
+        weather_ds : xarray.Dataset
+            Dataset containing weather data for a block of gids.
+        meta_df : pandas.DataFrame
+            DataFrame containing meta data for a block of gids.
+
+        Modifies:
+        ----------
+        self.weather_data
+            sets to weather_ds
+        self.meta_data
+            sets to meta_df
+        """
+        self.weather_data, self.meta_data = weather_ds, meta_df
+
+
     def addJob(
         self,
         func: Callable = None,
@@ -1580,7 +1610,6 @@ def addJob(
             set flag to get a userWarning notifying the user of the job added
            to the pipeline in method call. ``default = False``
         """
-        # check if we can do geospatial analyis on desired function
         try:
             pvdeg.geospatial.template_parameters(func)
         except ValueError:
@@ -1590,10 +1619,6 @@ def addJob(
 
         geo_job_dict = {"geospatial_job": {"job": func, "params": func_params}}
 
-        # # UNTESTED
-        # if func_params:
-        #     geo_job_dict.update(func_params)
-
         self.pipeline = geo_job_dict
 
         if see_added:
@@ -1740,7 +1765,8 @@ def getValidRegions(
                 f"self.geospatial should be True. Current value = {self.geospatial}"
             )
 
-        discard_weather, meta_df = Scenario._get_geospatial_data(year=2022)
+        # discard_weather, meta_df = Scenario._get_geospatial_data(year=2022)
+        discard_weather, meta_df = self._get_geospatial_data(year=2022)
 
         if country:
             meta_df = meta_df[meta_df["country"] == country]
@@ -1972,6 +1998,17 @@ def plot_USA(
         fpath if fpath else [f"os.getcwd/{self.name}-{self.results[data_from_result]}"]
         fig.savefig()
 
+
+    def _check_set(self, iterable, to_check: set):
+        """Check if iterable is a subset of to_check"""
+        if not isinstance(iterable, set):
+            iterable = set(iterable)
+
+        if not iterable.issubset(to_check):
+            raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
+
+    
+
     def format_pipeline(self):
         pipeline_html = "<div>"
         if "geospatial_job" in self.pipeline:
diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb
index 9b47deb8..805dcdce 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb	
@@ -14,7 +14,8 @@
    "metadata": {},
    "source": [
     "## Define Geospatial Scenario Object\n",
-    "Scenario is a general class that can be used to replace the legacy functional pvdeg analysis approach with an object orented one. ``Scenario`` can preform single location or geospatial analysis. The scenario constructor takes many arguments but the only required one for the following use cases is ``geospatial``. Choose ``geospatial = True`` to preform geospatial analysis or ``geospatial = False`` to preform a single location scenario. The ``name`` attribute is visible in when we display the entire scenario and is present in the file of saved information about the scenario."
+    "\n",
+    "To preform geospatial analysis we can create a `GeospatialScenario` object. Alternatively, to preform single location analysis use `Scenario`. Scenario and GeospatialScenario are generalized classes that can be used to replace the legacy functional pvdeg analysis approach with an object orented one."
    ]
   },
   {
@@ -23,9 +24,8 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "geospatial_standoff_scenario = pvdeg.scenario.Geospatial_Scenario(\n",
+    "geospatial_standoff_scenario = pvdeg.GeospatialScenario(\n",
     "    name='standoff geospatial',\n",
-    "    geospatial = True,\n",
     ")"
    ]
   },
@@ -46,19 +46,9 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/.conda-envs/pvdeg_env/lib/python3.10/site-packages/xarray/core/dataset.py:271: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
       "  warnings.warn(\n",
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1155: UserWarning: Gids Added - [449211 449212 450161 450162 450163 450164 451112 451113 451114 451115\n",
-      " 452064 452065 452066 452067 452068 453015 453016 453017 453018 453019\n",
-      " 453020 453965 453966 453967 453968 453969 453973 453974 453975 454915\n",
-      " 454916 454917 454918 454919 454920 454922 454923 454924 454925 454926\n",
-      " 455867 455868 455869 455870 455871 455872 455873 455874 455875 455876\n",
-      " 455877 456818 456819 456820 456821 456822 456823 456824 456825 456826\n",
-      " 456827 456828 457768 457769 457770 457771 457772 457773 457774 457775\n",
-      " 457776 457777 458719 458720 458721 458722 458723 458724 458725 458726\n",
-      " 459670 459671 459672 459673 459674 459675 459676 460610 460611 460612\n",
-      " 460613 460614 460615 461552 461553 461554 461555 461556 462496 462497\n",
-      " 462498 462499 463455 464426]\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1237: UserWarning: Gids Added - [449212 454915 460611]\n",
       "  warnings.warn(message, UserWarning)\n"
      ]
     }
@@ -90,8 +80,8 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1183: UserWarning: standoff added to pipeline as \n",
-      " {'geospatial_job': <function standoff at 0x7f15d5386a70>}\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1626: UserWarning: standoff added to pipeline as \n",
+      " {'geospatial_job': {'job': <function standoff at 0x7faea33f0790>, 'params': {}}}\n",
       "  warnings.warn(message, UserWarning)\n"
      ]
     }
@@ -113,37 +103,25 @@
      "output_type": "stream",
      "text": [
       "Name : standoff geospatial\n",
-      "\u001b[1;32mGEOSPATIAL = True\u001b[0m\n",
       "Pipeline : \n",
-      "                          geospatial_job\n",
-      "0  <function standoff at 0x7f15d5386a70>\n",
+      "                      geospatial_job.job\n",
+      "0  <function standoff at 0x7faea33f0790>\n",
       "Results : Pipeline results : \n",
       "Pipeline has not been run\n",
-      "('gids : [449211 449212 450161 450162 450163 450164 451112 451113 451114 '\n",
-      " '451115\\n'\n",
-      " ' 452064 452065 452066 452067 452068 453015 453016 453017 453018 453019\\n'\n",
-      " ' 453020 453965 453966 453967 453968 453969 453973 453974 453975 454915\\n'\n",
-      " ' 454916 454917 454918 454919 454920 454922 454923 454924 454925 454926\\n'\n",
-      " ' 455867 455868 455869 455870 455871 455872 455873 455874 455875 455876\\n'\n",
-      " ' 455877 456818 456819 456820 456821 456822 456823 456824 456825 456826\\n'\n",
-      " ' 456827 456828 457768 457769 457770 457771 457772 457773 457774 457775\\n'\n",
-      " ' 457776 457777 458719 458720 458721 458722 458723 458724 458725 458726\\n'\n",
-      " ' 459670 459671 459672 459673 459674 459675 459676 460610 460611 460612\\n'\n",
-      " ' 460613 460614 460615 461552 461553 461554 461555 461556 462496 462497\\n'\n",
-      " ' 462498 462499 463455 464426]')\n",
+      "'gids : [449212 454915 460611]'\n",
       "'test modules :'\n",
-      "scenario weather : <xarray.Dataset> Size: 44MB\n",
-      "Dimensions:            (time: 17520, gid: 104)\n",
+      "scenario weather : <xarray.Dataset> Size: 2TB\n",
+      "Dimensions:            (time: 17520, gid: 2018267)\n",
       "Coordinates:\n",
-      "  * gid                (gid) int64 832B 449211 449212 450161 ... 463455 464426\n",
+      "  * gid                (gid) int64 16MB 0 1 2 3 ... 2018264 2018265 2018266\n",
       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
       "Data variables:\n",
-      "    temp_air           (time, gid) float32 7MB dask.array<chunksize=(17520, 2), meta=np.ndarray>\n",
-      "    wind_speed         (time, gid) float32 7MB dask.array<chunksize=(17520, 2), meta=np.ndarray>\n",
-      "    dhi                (time, gid) float32 7MB dask.array<chunksize=(17520, 2), meta=np.ndarray>\n",
-      "    ghi                (time, gid) float32 7MB dask.array<chunksize=(17520, 2), meta=np.ndarray>\n",
-      "    dni                (time, gid) float32 7MB dask.array<chunksize=(17520, 2), meta=np.ndarray>\n",
-      "    relative_humidity  (time, gid) float32 7MB dask.array<chunksize=(17520, 2), meta=np.ndarray>\n",
+      "    temp_air           (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
+      "    wind_speed         (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
+      "    dhi                (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
+      "    ghi                (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
+      "    dni                (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
+      "    relative_humidity  (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
       "Attributes:\n",
       "    full_version_record:  {\"rex\": \"0.2.80\", \"pandas\": \"2.0.0\", \"numpy\": \"1.23...\n",
       "    package:              rex\n",
@@ -169,218 +147,26 @@
    "execution_count": 6,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n",
+      "Perhaps you already have a cluster running?\n",
+      "Hosting the HTTP server on port 37481 instead\n",
+      "  warnings.warn(\n"
+     ]
+    },
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Dashboard: http://127.0.0.1:8787/status\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "Dashboard: http://127.0.0.1:37481/status\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
       "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
       "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
       "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
      ]
     }
@@ -769,162 +555,31 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 6kB\n",
-       "Dimensions:    (latitude: 14, longitude: 17)\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 164B\n",
+       "Dimensions:    (latitude: 2, longitude: 3)\n",
        "Coordinates:\n",
-       "  * latitude   (latitude) float32 56B 39.37 39.41 39.45 ... 39.81 39.85 39.89\n",
-       "  * longitude  (longitude) float32 68B -106.4 -106.4 -106.3 ... -105.8 -105.8\n",
+       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
+       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
        "Data variables:\n",
-       "    T98_inf    (latitude, longitude) float64 2kB nan nan nan nan ... nan nan nan\n",
-       "    x          (latitude, longitude) float64 2kB nan nan nan nan ... nan nan nan\n",
-       "    T98_0      (latitude, longitude) float64 2kB nan nan nan nan ... nan nan nan\n",
+       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
+       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
+       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan\n",
        "Attributes:\n",
-       "    long_name:  Standoff dataset</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c7316c52-9b26-4582-ba03-1b1b014647f0' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c7316c52-9b26-4582-ba03-1b1b014647f0' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 14</li><li><span class='xr-has-index'>longitude</span>: 17</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d54fe3cb-3849-40a3-8c67-4a1c89f89a9d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d54fe3cb-3849-40a3-8c67-4a1c89f89a9d' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.37 39.41 39.45 ... 39.85 39.89</div><input id='attrs-2dbd9a05-6481-44e2-aec2-bf29d590cdf7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2dbd9a05-6481-44e2-aec2-bf29d590cdf7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b65e45f-f74e-4a2b-9aa7-3efbbf0f4ea7' class='xr-var-data-in' type='checkbox'><label for='data-9b65e45f-f74e-4a2b-9aa7-3efbbf0f4ea7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.37, 39.41, 39.45, 39.49, 39.53, 39.57, 39.61, 39.65, 39.69, 39.73,\n",
-       "       39.77, 39.81, 39.85, 39.89], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-106.4 -106.4 ... -105.8 -105.8</div><input id='attrs-3f770120-56c4-476e-8baf-ce2b26148fca' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f770120-56c4-476e-8baf-ce2b26148fca' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9e2fe75e-ba0d-42fc-9c69-4dae9c231001' class='xr-var-data-in' type='checkbox'><label for='data-9e2fe75e-ba0d-42fc-9c69-4dae9c231001' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.38, -106.34, -106.3 , -106.26, -106.22, -106.18, -106.14,\n",
-       "       -106.1 , -106.06, -106.02, -105.98, -105.94, -105.9 , -105.86, -105.82,\n",
-       "       -105.78], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e1e9a6b2-20c5-4ceb-8100-d4b9f3b33cf1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-e1e9a6b2-20c5-4ceb-8100-d4b9f3b33cf1' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-568d5692-7f15-436f-96bd-64852d302fe7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-568d5692-7f15-436f-96bd-64852d302fe7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-165d650b-acda-4da8-a7bf-7e16e8a3b7bf' class='xr-var-data-in' type='checkbox'><label for='data-165d650b-acda-4da8-a7bf-7e16e8a3b7bf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>98th percential temperature of a theoretical rack mounted module</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan, 45.35322484,\n",
-       "        43.89937604,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "                nan, 46.98650807, 44.31112328, 44.61857221, 45.56447351,\n",
-       "        44.35847009, 45.71251047,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "        45.56057541, 45.23266111, 46.4749555 , 45.45866643, 46.83209903,\n",
-       "        47.53475671, 46.21043791, 44.97454313,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "        46.2408306 , 47.70973162, 48.30700967, 47.53154377, 48.81785937,\n",
-       "        47.65733536, 46.68088972, 47.0857014 , 46.35772207,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "        47.55100402, 45.23275417, 48.80965997, 49.08378759, 49.58939307,\n",
-       "        48.32212707, 48.23412481, 47.22990295, 45.81461932, 43.75751638,\n",
-       "                nan,         nan],\n",
-       "...\n",
-       "       [        nan,         nan,         nan, 44.88069015, 46.39475897,\n",
-       "        46.44447161, 50.11742163, 51.96570951, 50.32797192, 47.11341201,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan, 46.33443188, 45.50806442, 49.05191767, 49.90184082,\n",
-       "        50.84454158, 52.69066389, 53.18600001, 48.24824607,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan, 48.21716814, 49.46232219, 50.54736076, 52.00476748,\n",
-       "        52.89231671, 53.93599492, 51.70862262, 48.77753987,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [48.81362929, 50.29714338, 51.16092959, 53.69803177, 54.62206591,\n",
-       "        53.61957774, 48.50935854,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [50.69564991, 53.01139587, 54.07169789, 54.99251546, 54.22057367,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-d882a89a-c7e0-4452-a2c6-319e19b5eb0c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-d882a89a-c7e0-4452-a2c6-319e19b5eb0c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ce3a1e3b-049b-47c7-bb21-3763d22ee5db' class='xr-var-data-in' type='checkbox'><label for='data-ce3a1e3b-049b-47c7-bb21-3763d22ee5db' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Standoff distance</dd><dt><span>units :</span></dt><dd>cm</dd></dl></div><div class='xr-var-data'><pre>array([[       nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan,        nan,        nan, 0.38174937,\n",
-       "        0.13659464,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan],\n",
-       "       [       nan,        nan,        nan,        nan,        nan,\n",
-       "               nan, 0.9130456 , 0.50536888, 0.3667705 , 0.42310054,\n",
-       "        0.06835816, 0.54953583,        nan,        nan,        nan,\n",
-       "               nan,        nan],\n",
-       "       [       nan,        nan,        nan,        nan,        nan,\n",
-       "        0.56023646, 0.45104524, 0.70785479, 0.4749976 , 0.78740578,\n",
-       "        0.96547941, 0.73029192, 0.42816909,        nan,        nan,\n",
-       "               nan,        nan],\n",
-       "       [       nan,        nan,        nan,        nan,        nan,\n",
-       "        0.73907568, 1.11088712, 1.26272601, 1.15979828, 1.27547234,\n",
-       "        1.02971509, 0.73545644, 0.72544465, 0.62266267,        nan,\n",
-       "               nan,        nan],\n",
-       "       [       nan,        nan,        nan,        nan,        nan,\n",
-       "        1.01519859, 0.47589118, 1.35760827, 1.62037989, 1.55823714,\n",
-       "        1.01313484, 1.07268246, 0.74378345, 0.47957896, 0.        ,\n",
-       "               nan,        nan],\n",
-       "...\n",
-       "       [       nan,        nan,        nan, 0.37415299, 0.97772076,\n",
-       "        0.9206585 , 1.96365567, 2.55442995, 1.98162568, 1.00761762,\n",
-       "               nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan],\n",
-       "       [       nan, 0.55791939, 0.42296545, 1.70265453, 2.09715226,\n",
-       "        2.26759819, 2.8711312 , 2.87617753, 1.33642089,        nan,\n",
-       "               nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan],\n",
-       "       [       nan, 1.20988196, 1.6802628 , 2.13183147, 2.55030884,\n",
-       "        2.97268427, 3.31105303, 2.42166861, 1.3194013 ,        nan,\n",
-       "               nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan],\n",
-       "       [1.43243746, 1.96503997, 2.25850429, 3.25529759, 3.62285751,\n",
-       "        3.28747475, 1.42132977,        nan,        nan,        nan,\n",
-       "               nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan],\n",
-       "       [2.15902184, 3.03008154, 3.3627609 , 3.70965497, 3.42559455,\n",
-       "               nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-b8b9e061-a354-46f3-9245-8b673f55730a' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b8b9e061-a354-46f3-9245-8b673f55730a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3cc8b482-c679-4fb4-9603-d88c8e2aa29d' class='xr-var-data-in' type='checkbox'><label for='data-3cc8b482-c679-4fb4-9603-d88c8e2aa29d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>98th percential temperature of a theoretical module with no standoff</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan, 71.49087316,\n",
-       "        70.55429687,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "                nan, 73.47073124, 72.0769815 , 71.47335535, 71.64347548,\n",
-       "        70.27108569, 72.14265925,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "        72.19988195, 71.77967791, 72.70659545, 71.86054945, 72.98361322,\n",
-       "        73.5974435 , 72.82875312, 71.70398765,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "        72.86108811, 74.15443528, 74.65138317, 74.38898397, 74.59234099,\n",
-       "        73.83524128, 72.7935523 , 72.70556514, 72.37682001,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "        73.79481762, 71.88133973, 74.92200598, 75.92165319, 75.52932367,\n",
-       "        73.65642072, 73.90536883, 72.76046804, 71.85190888, 69.77808463,\n",
-       "                nan,         nan],\n",
-       "...\n",
-       "       [        nan,         nan,         nan, 71.48834272, 73.83161838,\n",
-       "        73.58424525, 77.01253907, 78.68175116, 77.01194756, 73.83760228,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan, 72.12103048, 71.64672617, 76.27305986, 77.65270655,\n",
-       "        77.99649437, 79.61305995, 79.35827707, 74.96518041,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan, 74.4564558 , 76.05838286, 77.55059991, 78.64605219,\n",
-       "        79.920056  , 80.67100199, 78.25767803, 74.77619672,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [75.22337446, 76.95482827, 77.82708371, 80.59734793, 81.47288496,\n",
-       "        80.78248131, 75.2526506 ,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [77.60537288, 80.08905941, 80.79258011, 81.54876731, 80.94883566,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4eb42477-8cd2-4cee-a084-ea63a0a934b0' class='xr-section-summary-in' type='checkbox'  ><label for='section-4eb42477-8cd2-4cee-a084-ea63a0a934b0' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ac2070bd-6896-4fef-97e8-496ea8b42da5' class='xr-index-data-in' type='checkbox'/><label for='index-ac2070bd-6896-4fef-97e8-496ea8b42da5' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.369998931884766,  39.40999984741211,  39.45000076293945,\n",
-       "         39.4900016784668, 39.529998779296875,  39.56999969482422,\n",
-       "        39.61000061035156, 39.650001525878906, 39.689998626708984,\n",
-       "        39.72999954223633,  39.77000045776367, 39.810001373291016,\n",
-       "       39.849998474121094,  39.88999938964844],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-37363bec-e51a-4e07-8054-eb7ccb891d8c' class='xr-index-data-in' type='checkbox'/><label for='index-37363bec-e51a-4e07-8054-eb7ccb891d8c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.41999816894531, -106.37999725341797, -106.33999633789062,\n",
-       "       -106.30000305175781, -106.26000213623047, -106.22000122070312,\n",
-       "       -106.18000030517578, -106.13999938964844,  -106.0999984741211,\n",
-       "       -106.05999755859375,  -106.0199966430664,  -105.9800033569336,\n",
-       "       -105.94000244140625,  -105.9000015258789, -105.86000061035156,\n",
-       "       -105.81999969482422, -105.77999877929688],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-31bf9e73-56b0-48bb-8dc6-965ab2c7cd34' class='xr-section-summary-in' type='checkbox'  checked><label for='section-31bf9e73-56b0-48bb-8dc6-965ab2c7cd34' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Standoff dataset</dd></dl></div></li></ul></div></div>"
+       "    long_name:  Standoff dataset</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-fdfbc439-732a-46c9-b6c1-95bb5221c767' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-fdfbc439-732a-46c9-b6c1-95bb5221c767' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 2</li><li><span class='xr-has-index'>longitude</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d06624ca-8e0d-460e-aef3-17d367539050' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d06624ca-8e0d-460e-aef3-17d367539050' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.61 39.85</div><input id='attrs-02413e04-b4fb-4dc3-84a1-ea8c8308f383' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-02413e04-b4fb-4dc3-84a1-ea8c8308f383' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5261c829-1c46-48ac-98e1-6b0692ff07ba' class='xr-var-data-in' type='checkbox'><label for='data-5261c829-1c46-48ac-98e1-6b0692ff07ba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.61, 39.85], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-106.4 -106.2 -105.9</div><input id='attrs-2c227c56-c1fe-4994-adfd-2e026b4afbff' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c227c56-c1fe-4994-adfd-2e026b4afbff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23bb59cc-9ad9-418f-aa4c-485c6788251b' class='xr-var-data-in' type='checkbox'><label for='data-23bb59cc-9ad9-418f-aa4c-485c6788251b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.18, -105.94], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5d8e5dab-c695-4e9d-85ef-23b48c6f29d3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5d8e5dab-c695-4e9d-85ef-23b48c6f29d3' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 0.5751 1.432 1.421 nan</div><input id='attrs-7164ab65-0d6f-4b8a-bb01-b22883bbd1ac' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7164ab65-0d6f-4b8a-bb01-b22883bbd1ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-baf22aac-17e8-418e-9950-c72381dc30f0' class='xr-var-data-in' type='checkbox'><label for='data-baf22aac-17e8-418e-9950-c72381dc30f0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Standoff distance</dd><dt><span>units :</span></dt><dd>cm</dd></dl></div><div class='xr-var-data'><pre>array([[       nan,        nan, 0.57509802],\n",
+       "       [1.43243647, 1.42132958,        nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 72.15 75.22 75.25 nan</div><input id='attrs-08a06c39-91a7-4d72-aaed-4897eff5b7d0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-08a06c39-91a7-4d72-aaed-4897eff5b7d0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ae4ea6c-902d-40ee-a321-e5f79562bf88' class='xr-var-data-in' type='checkbox'><label for='data-5ae4ea6c-902d-40ee-a321-e5f79562bf88' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>98th percential temperature of a theoretical module with no standoff</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 72.14898719],\n",
+       "       [75.22337147, 75.25265046,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 46.77 48.81 48.51 nan</div><input id='attrs-06e63488-565a-44a6-a9b3-d820b68f651f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-06e63488-565a-44a6-a9b3-d820b68f651f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a90b42e-d7b0-4224-8e08-04afe26cf32a' class='xr-var-data-in' type='checkbox'><label for='data-4a90b42e-d7b0-4224-8e08-04afe26cf32a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>98th percential temperature of a theoretical rack mounted module</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 46.76989297],\n",
+       "       [48.81362521, 48.50935599,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6179ccf4-4869-43f2-bc87-efa518375487' class='xr-section-summary-in' type='checkbox'  ><label for='section-6179ccf4-4869-43f2-bc87-efa518375487' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fc14279d-1b26-450a-baa6-cad447ae1b0a' class='xr-index-data-in' type='checkbox'/><label for='index-fc14279d-1b26-450a-baa6-cad447ae1b0a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.61, 39.85], dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-396aeb0c-1d00-482e-a28a-5d5d84c842ac' class='xr-index-data-in' type='checkbox'/><label for='index-396aeb0c-1d00-482e-a28a-5d5d84c842ac' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.41999816894531, -106.18000030517578, -105.94000244140625], dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-47f842da-27c3-4f04-aa55-bd8fdee8fc58' class='xr-section-summary-in' type='checkbox'  checked><label for='section-47f842da-27c3-4f04-aa55-bd8fdee8fc58' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Standoff dataset</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
-       "<xarray.Dataset> Size: 6kB\n",
-       "Dimensions:    (latitude: 14, longitude: 17)\n",
+       "<xarray.Dataset> Size: 164B\n",
+       "Dimensions:    (latitude: 2, longitude: 3)\n",
        "Coordinates:\n",
-       "  * latitude   (latitude) float32 56B 39.37 39.41 39.45 ... 39.81 39.85 39.89\n",
-       "  * longitude  (longitude) float32 68B -106.4 -106.4 -106.3 ... -105.8 -105.8\n",
+       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
+       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
        "Data variables:\n",
-       "    T98_inf    (latitude, longitude) float64 2kB nan nan nan nan ... nan nan nan\n",
-       "    x          (latitude, longitude) float64 2kB nan nan nan nan ... nan nan nan\n",
-       "    T98_0      (latitude, longitude) float64 2kB nan nan nan nan ... nan nan nan\n",
+       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
+       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
+       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan\n",
        "Attributes:\n",
        "    long_name:  Standoff dataset"
       ]
@@ -949,7 +604,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -960,25 +615,27 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Limited Geospatial Functionality\n",
-    "Only the following functions are currently supported for pvdeg geospatial analysis\n",
+    "## Example Geospatial Functionality\n",
+    "Many functions are supported for geospatial analysis, here are a few.\n",
     "- ``pvdeg.standards.standoff`` \n",
     "- ``pvdeg.humidity.module`` \n",
-    "- ``pvdeg.letid.calc_letid_outdoors``"
+    "- ``pvdeg.letid.calc_letid_outdoors``\n",
+    "\n",
+    "See the Geospatial Templates tutorial for an example on this."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/.conda-envs/pvdeg_env/lib/python3.10/site-packages/xarray/core/dataset.py:271: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
       "  warnings.warn(\n",
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1155: UserWarning: Gids Added - [474405 474406 474407 474408 474409 474410 474411 474412 474413 474414\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1237: UserWarning: Gids Added - [474405 474406 474407 474408 474409 474410 474411 474412 474413 474414\n",
       " 474415 474416 474417 474418 474419 474420 474421 474422 474423 475420\n",
       " 475421 475422 475423 475424 475425 475426 475427 475428 475429 475430\n",
       " 475431 475432 475433 475434 475435 475436 475437 475438 476435 476436\n",
@@ -993,14 +650,14 @@
       " 481539 481540 481542 481543 481544 482557 482558 482559 482560 482561\n",
       " 482562 482564 482565]\n",
       "  warnings.warn(message, UserWarning)\n",
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1183: UserWarning: module added to pipeline as \n",
-      " {'geospatial_job': <function module at 0x7f15ecb44d30>}\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1626: UserWarning: module added to pipeline as \n",
+      " {'geospatial_job': {'job': <function module at 0x7fb8d85a9900>, 'params': {}}}\n",
       "  warnings.warn(message, UserWarning)\n"
      ]
     }
    ],
    "source": [
-    "geospatial_humidity_scenario = pvdeg.scenario.Geospatial_Scenario(\n",
+    "geospatial_humidity_scenario = pvdeg.GeospatialScenario(\n",
     "    name = 'humidity scenario',\n",
     "    geospatial = True\n",
     ")\n",
@@ -1019,16 +676,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/.conda-envs/pvdeg_env/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n",
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n",
       "Perhaps you already have a cluster running?\n",
-      "Hosting the HTTP server on port 37307 instead\n",
+      "Hosting the HTTP server on port 40703 instead\n",
       "  warnings.warn(\n"
      ]
     },
@@ -1036,406 +693,140 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Dashboard: http://127.0.0.1:37307/status\n",
+      "Dashboard: http://127.0.0.1:40703/status\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n"
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n"
      ]
     }
    ],
@@ -1445,7 +836,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -1821,176 +1212,176 @@
        "  * longitude           (longitude) float32 36B -105.4 -105.3 ... -105.1 -105.1\n",
        "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
        "Data variables:\n",
+       "    RH_surface_outside  (time, latitude, longitude) float64 24MB 76.96 ... 58.81\n",
        "    RH_back_encap       (time, latitude, longitude) float64 24MB 76.96 ... 44.67\n",
-       "    RH_front_encap      (time, latitude, longitude) float64 24MB 42.21 ... 31.69\n",
        "    RH_backsheet        (time, latitude, longitude) float64 24MB 76.96 ... 51.74\n",
-       "    RH_surface_outside  (time, latitude, longitude) float64 24MB 76.96 ... 58.81</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-67a55e38-21ab-416c-a351-3eed12e953da' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-67a55e38-21ab-416c-a351-3eed12e953da' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 19</li><li><span class='xr-has-index'>longitude</span>: 9</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-616df235-b2bd-48a0-bfd7-21085d551a6d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-616df235-b2bd-48a0-bfd7-21085d551a6d' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.17 39.21 39.25 ... 39.85 39.89</div><input id='attrs-42ed5b3a-77cb-4cfa-9cc7-025c6723fc62' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-42ed5b3a-77cb-4cfa-9cc7-025c6723fc62' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dd6054c2-dccf-411a-aa3f-65233968a8ed' class='xr-var-data-in' type='checkbox'><label for='data-dd6054c2-dccf-411a-aa3f-65233968a8ed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.17, 39.21, 39.25, 39.29, 39.33, 39.37, 39.41, 39.45, 39.49, 39.53,\n",
+       "    RH_front_encap      (time, latitude, longitude) float64 24MB 42.21 ... 31.69</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-2c96a5b9-7596-4cc5-b6d5-4658bf7a6532' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2c96a5b9-7596-4cc5-b6d5-4658bf7a6532' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 19</li><li><span class='xr-has-index'>longitude</span>: 9</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-fd49e260-dd68-4ffc-9b6e-775c546cc5cb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fd49e260-dd68-4ffc-9b6e-775c546cc5cb' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.17 39.21 39.25 ... 39.85 39.89</div><input id='attrs-852d4118-3a6a-4b1f-9af9-0fc1741c9f81' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-852d4118-3a6a-4b1f-9af9-0fc1741c9f81' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7bd81dec-dc08-42b6-a8c3-e69bc4d3ab64' class='xr-var-data-in' type='checkbox'><label for='data-7bd81dec-dc08-42b6-a8c3-e69bc4d3ab64' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.17, 39.21, 39.25, 39.29, 39.33, 39.37, 39.41, 39.45, 39.49, 39.53,\n",
        "       39.57, 39.61, 39.65, 39.69, 39.73, 39.77, 39.81, 39.85, 39.89],\n",
-       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-105.4 -105.3 ... -105.1 -105.1</div><input id='attrs-be650135-1610-42aa-b3f7-3ebcee6b411e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-be650135-1610-42aa-b3f7-3ebcee6b411e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd78b974-e36c-4d2d-8e99-4eb127951ce6' class='xr-var-data-in' type='checkbox'><label for='data-cd78b974-e36c-4d2d-8e99-4eb127951ce6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-105.38, -105.34, -105.3 , -105.26, -105.22, -105.18, -105.14, -105.1 ,\n",
-       "       -105.06], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-e49fc412-10c0-473d-8053-840382e53fa3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e49fc412-10c0-473d-8053-840382e53fa3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4773122d-426f-4f1e-b584-116c9d8bac59' class='xr-var-data-in' type='checkbox'><label for='data-4773122d-426f-4f1e-b584-116c9d8bac59' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-105.4 -105.3 ... -105.1 -105.1</div><input id='attrs-16dff014-ea84-4217-b42e-4d491298a18e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-16dff014-ea84-4217-b42e-4d491298a18e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ca5b5b0-f5c3-47cd-8b68-f0fee36d18fc' class='xr-var-data-in' type='checkbox'><label for='data-4ca5b5b0-f5c3-47cd-8b68-f0fee36d18fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-105.38, -105.34, -105.3 , -105.26, -105.22, -105.18, -105.14, -105.1 ,\n",
+       "       -105.06], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-ab1f6c1a-301c-4a41-88ed-296d38be9db4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ab1f6c1a-301c-4a41-88ed-296d38be9db4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4187675-c5e2-40d7-aeff-00c57459941b' class='xr-var-data-in' type='checkbox'><label for='data-d4187675-c5e2-40d7-aeff-00c57459941b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-492170aa-c101-45e3-ae2a-d305b63f9f0b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-492170aa-c101-45e3-ae2a-d305b63f9f0b' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>RH_back_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 53.04 44.67</div><input id='attrs-a7c79401-b46c-4fe1-aed8-7da2d6740385' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a7c79401-b46c-4fe1-aed8-7da2d6740385' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6cd79c67-b604-43f7-a679-53dc542ebb10' class='xr-var-data-in' type='checkbox'><label for='data-6cd79c67-b604-43f7-a679-53dc542ebb10' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.95999816,  72.90998813,  66.55999019, ...,          nan,\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fa413b99-b712-4a35-98ef-452e57f31be9' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fa413b99-b712-4a35-98ef-452e57f31be9' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>RH_surface_outside</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 65.54 58.81</div><input id='attrs-f1f382b8-3a69-4bdd-96f0-de8439299b88' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f1f382b8-3a69-4bdd-96f0-de8439299b88' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-97dfbdee-0c6b-43f3-8e02-66fef56cadc5' class='xr-var-data-in' type='checkbox'><label for='data-97dfbdee-0c6b-43f3-8e02-66fef56cadc5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.96      ,  72.91      ,  66.56      , ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 83.23999445,  74.00999079,  68.03999327, ...,          nan,\n",
+       "        [ 83.24      ,  74.01      ,  68.04      , ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 86.22999226,  85.34000105,  70.75999725, ...,          nan,\n",
+       "        [ 86.23      ,  85.34      ,  70.76      , ...,          nan,\n",
        "                  nan,          nan],\n",
        "        ...,\n",
-       "        [ 99.99999976,  99.99998417,  88.82998403, ...,  78.70999481,\n",
-       "          79.89999871,  79.71999235],\n",
-       "        [ 94.26999692,  90.53999238,  87.27999488, ...,  80.68998706,\n",
-       "          81.44998912,  85.05998887],\n",
-       "        [ 95.96999436,  96.95999215,  88.04999401, ...,          nan,\n",
-       "          82.66999362,  85.13999069]],\n",
-       "\n",
-       "       [[ 78.28697501,  73.94967328,  67.68803042, ...,          nan,\n",
+       "        [100.        , 100.        ,  88.83      , ...,  78.71      ,\n",
+       "          79.9       ,  79.72      ],\n",
+       "        [ 94.27      ,  90.54      ,  87.28      , ...,  80.69      ,\n",
+       "          81.45      ,  85.06      ],\n",
+       "        [ 95.97      ,  96.96      ,  88.05      , ...,          nan,\n",
+       "          82.67      ,  85.14      ]],\n",
+       "\n",
+       "       [[ 80.62      ,  75.77      ,  69.56      , ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 84.68623598,  75.28075436,  69.19586543, ...,          nan,\n",
+       "        [ 87.13      ,  77.51      ,  71.12      , ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 87.73623352,  86.82883315,  71.96833239, ...,          nan,\n",
+       "        [ 90.41      ,  89.47      ,  74.07      , ...,          nan,\n",
        "                  nan,          nan],\n",
        "...\n",
-       "        [ 50.88439484,  51.40681192,  46.10186298, ...,  35.90589376,\n",
-       "          34.06232635,  32.2255579 ],\n",
-       "        [ 47.48018827,  44.35144403,  45.6199294 , ...,  48.78475104,\n",
-       "          41.83926705,  39.11277403],\n",
-       "        [ 48.33548504,  47.94072103,  44.74681487, ...,          nan,\n",
-       "          48.40090686,  40.44408641]],\n",
-       "\n",
-       "       [[ 41.8817194 ,  38.70865126,  35.61625861, ...,          nan,\n",
+       "        [ 48.29684427,  48.63877046,  47.30323217, ...,  42.97424484,\n",
+       "          39.50804956,  34.00664582],\n",
+       "        [ 47.43691135,  43.6120267 ,  52.72160402, ...,  51.67492832,\n",
+       "          40.62357079,  41.40364629],\n",
+       "        [ 46.51148038,  43.8259391 ,  46.93663194, ...,          nan,\n",
+       "          50.96723416,  45.09428596]],\n",
+       "\n",
+       "       [[ 61.31477627,  59.58381693,  53.73629418, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 44.43430208,  39.563639  ,  34.57449508, ...,          nan,\n",
+       "        [ 66.26356971,  60.4095116 ,  53.18439525, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 43.95612608,  43.18834928,  36.57350468, ...,          nan,\n",
+       "        [ 67.6248845 ,  66.49543541,  54.46856356, ...,          nan,\n",
        "                  nan,          nan],\n",
        "        ...,\n",
-       "        [ 59.25856005,  59.53473813,  51.49974679, ...,  39.44505937,\n",
-       "          38.86237429,  38.23333952],\n",
-       "        [ 53.83253637,  51.0841646 ,  50.27111782, ...,  53.29519028,\n",
-       "          48.10693275,  45.34753518],\n",
-       "        [ 55.30388832,  56.22437991,  50.61009581, ...,          nan,\n",
-       "          53.042118  ,  44.66817252]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_front_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>42.21 40.38 37.98 ... 32.78 31.69</div><input id='attrs-ae2bd62a-dd75-4583-b008-8cb232a4661f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ae2bd62a-dd75-4583-b008-8cb232a4661f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-600c8e93-f6b9-4312-b530-0d7e41eec910' class='xr-var-data-in' type='checkbox'><label for='data-600c8e93-f6b9-4312-b530-0d7e41eec910' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[42.21067   , 40.37601643, 37.98324369, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [44.52176444, 40.71783433, 38.26589782, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [45.12717146, 44.39353788, 38.93504777, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        ...,\n",
-       "        [49.76043466, 50.18874593, 45.10002094, ..., 40.05120833,\n",
-       "         40.46379864, 40.21168976],\n",
-       "        [47.68965172, 46.07159017, 44.44327416, ..., 41.04024475,\n",
-       "         40.9328183 , 41.79215422],\n",
-       "        [48.32376537, 48.48231899, 44.83114684, ...,         nan,\n",
-       "         41.17109941, 41.70459695]],\n",
-       "\n",
-       "       [[42.92159129, 40.93748593, 38.61020367, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [45.27954715, 41.40002638, 38.89940362, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [45.89932995, 45.15199533, 39.58300029, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "...\n",
-       "        [32.99609551, 33.28880812, 31.23675619, ..., 28.16316046,\n",
-       "         27.51018697, 25.97077736],\n",
-       "        [32.02219422, 30.51302182, 32.06930029, ..., 30.37528682,\n",
-       "         27.85914258, 28.17521338],\n",
-       "        [31.95051924, 31.36665265, 30.8780504 , ...,         nan,\n",
-       "         30.07190974, 28.91849874]],\n",
-       "\n",
-       "       [[35.57628397, 34.32254831, 32.1848749 , ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [37.47853221, 34.55622531, 32.02763601, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [37.65022422, 36.90757951, 32.33583117, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        ...,\n",
-       "        [38.25378958, 38.38917252, 34.71317989, ..., 30.63236135,\n",
-       "         31.04144048, 30.48618467],\n",
-       "        [36.12765875, 34.95273502, 35.08214694, ..., 33.01207264,\n",
-       "         31.84762686, 32.38900731],\n",
-       "        [36.39514449, 36.6283083 , 34.70506483, ...,         nan,\n",
-       "         32.78349709, 31.69381967]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_backsheet</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 59.29 51.74</div><input id='attrs-a5dbb01b-ac0d-4e6e-b6ef-1e95e0f50f44' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a5dbb01b-ac0d-4e6e-b6ef-1e95e0f50f44' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cce2de8e-b77f-482f-9deb-d71998da64cf' class='xr-var-data-in' type='checkbox'><label for='data-cce2de8e-b77f-482f-9deb-d71998da64cf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.95999816,  72.90998813,  66.55999019, ...,          nan,\n",
+       "        [ 74.58260936,  73.95202277,  64.37381224, ...,  54.7933037 ,\n",
+       "          55.98946564,  53.8994496 ],\n",
+       "        [ 67.53097457,  64.82170173,  68.58065805, ...,  65.86956744,\n",
+       "          59.82781391,  61.99228078],\n",
+       "        [ 68.10683602,  68.9773368 ,  66.01276209, ...,          nan,\n",
+       "          65.54264791,  58.8102974 ]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_back_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 53.04 44.67</div><input id='attrs-6c481c67-3d3c-4c86-93e6-0cdab9657a85' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6c481c67-3d3c-4c86-93e6-0cdab9657a85' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e84d7f3e-11a0-4028-9c19-d1549ee01394' class='xr-var-data-in' type='checkbox'><label for='data-e84d7f3e-11a0-4028-9c19-d1549ee01394' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.96      ,  72.91      ,  66.56      , ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 83.23999445,  74.00999079,  68.03999327, ...,          nan,\n",
+       "        [ 83.24      ,  74.01      ,  68.04      , ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 86.22999226,  85.34000105,  70.75999725, ...,          nan,\n",
+       "        [ 86.23      ,  85.34      ,  70.76      , ...,          nan,\n",
        "                  nan,          nan],\n",
        "        ...,\n",
-       "        [ 99.99999976,  99.99998417,  88.82998403, ...,  78.70999481,\n",
-       "          79.89999871,  79.71999235],\n",
-       "        [ 94.26999692,  90.53999238,  87.27999488, ...,  80.68998706,\n",
-       "          81.44998912,  85.05998887],\n",
-       "        [ 95.96999436,  96.95999215,  88.04999401, ...,          nan,\n",
-       "          82.66999362,  85.13999069]],\n",
-       "\n",
-       "       [[ 79.45348119,  74.85983483,  68.62401135, ...,          nan,\n",
+       "        [100.        , 100.        ,  88.83      , ...,  78.71      ,\n",
+       "          79.9       ,  79.72      ],\n",
+       "        [ 94.27      ,  90.54      ,  87.28      , ...,  80.69      ,\n",
+       "          81.45      ,  85.06      ],\n",
+       "        [ 95.97      ,  96.96      ,  88.05      , ...,          nan,\n",
+       "          82.67      ,  85.14      ]],\n",
+       "\n",
+       "       [[ 78.28697722,  73.9496852 ,  67.68804054, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 85.90811426,  76.39537054,  70.15792842, ...,          nan,\n",
+       "        [ 84.68624187,  75.28076349,  69.19587248, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 89.07311275,  88.1494146 ,  73.01916203, ...,          nan,\n",
+       "        [ 87.73624046,  86.82883237,  71.96833546, ...,          nan,\n",
        "                  nan,          nan],\n",
        "...\n",
-       "        [ 49.59061924,  50.02278892,  46.70254771, ...,  39.44007032,\n",
-       "          36.78518739,  33.11609958],\n",
-       "        [ 47.45854531,  43.98173414,  49.17076805, ...,  50.22983898,\n",
-       "          41.2314185 ,  40.25821133],\n",
-       "        [ 47.42348113,  45.88333004,  45.84172267, ...,          nan,\n",
-       "          49.68406964,  42.76918615]],\n",
-       "\n",
-       "       [[ 51.59824778,  49.14623136,  44.6762761 , ...,          nan,\n",
+       "        [ 50.88439573,  51.40681294,  46.10186458, ...,  35.90589484,\n",
+       "          34.06232731,  32.22555914],\n",
+       "        [ 47.48019026,  44.35144509,  45.61993068, ...,  48.7847531 ,\n",
+       "          41.83926857,  39.11277564],\n",
+       "        [ 48.33548743,  47.94072184,  44.7468164 , ...,          nan,\n",
+       "          48.40090851,  40.44408805]],\n",
+       "\n",
+       "       [[ 41.88172089,  38.70865218,  35.6162601 , ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 55.34893435,  49.98657441,  43.879444  , ...,          nan,\n",
+       "        [ 44.43430352,  39.56364003,  34.57449572, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 55.79050145,  54.84189383,  45.5210337 , ...,          nan,\n",
+       "        [ 43.95612825,  43.18835048,  36.57350631, ...,          nan,\n",
        "                  nan,          nan],\n",
        "        ...,\n",
-       "        [ 66.92058254,  66.7433754 ,  57.93677872, ...,  47.11918214,\n",
-       "          47.42591895,  46.06639074],\n",
-       "        [ 60.68174941,  57.95293   ,  59.42588884, ...,  59.58237713,\n",
-       "          53.9673724 ,  53.6699094 ],\n",
-       "        [ 61.70536026,  62.60085661,  58.31142679, ...,          nan,\n",
-       "          59.29238189,  51.73923473]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_surface_outside</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 65.54 58.81</div><input id='attrs-f2c7485d-f060-471d-958c-da4e5f4ceb03' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f2c7485d-f060-471d-958c-da4e5f4ceb03' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1d43d902-46ce-4492-ba88-a67162fe1b5b' class='xr-var-data-in' type='checkbox'><label for='data-1d43d902-46ce-4492-ba88-a67162fe1b5b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.95999816,  72.90998813,  66.55999019, ...,          nan,\n",
+       "        [ 59.25856205,  59.53474033,  51.49974911, ...,  39.44506083,\n",
+       "          38.86237549,  38.23334124],\n",
+       "        [ 53.8325386 ,  51.08416665,  50.27111957, ...,  53.295193  ,\n",
+       "          48.10693466,  45.34753707],\n",
+       "        [ 55.30389085,  56.22438186,  50.61009816, ...,          nan,\n",
+       "          53.04211979,  44.66817438]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_backsheet</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 59.29 51.74</div><input id='attrs-325b4d4c-eecc-4903-9570-f5cfb0789bbb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-325b4d4c-eecc-4903-9570-f5cfb0789bbb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb8bf502-c902-4e25-b842-90867cfa891d' class='xr-var-data-in' type='checkbox'><label for='data-cb8bf502-c902-4e25-b842-90867cfa891d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.96      ,  72.91      ,  66.56      , ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 83.23999445,  74.00999079,  68.03999327, ...,          nan,\n",
+       "        [ 83.24      ,  74.01      ,  68.04      , ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 86.22999226,  85.34000105,  70.75999725, ...,          nan,\n",
+       "        [ 86.23      ,  85.34      ,  70.76      , ...,          nan,\n",
        "                  nan,          nan],\n",
        "        ...,\n",
-       "        [ 99.99999976,  99.99998417,  88.82998403, ...,  78.70999481,\n",
-       "          79.89999871,  79.71999235],\n",
-       "        [ 94.26999692,  90.53999238,  87.27999488, ...,  80.68998706,\n",
-       "          81.44998912,  85.05998887],\n",
-       "        [ 95.96999436,  96.95999215,  88.04999401, ...,          nan,\n",
-       "          82.66999362,  85.13999069]],\n",
-       "\n",
-       "       [[ 80.61998737,  75.76999639,  69.55999228, ...,          nan,\n",
+       "        [100.        , 100.        ,  88.83      , ...,  78.71      ,\n",
+       "          79.9       ,  79.72      ],\n",
+       "        [ 94.27      ,  90.54      ,  87.28      , ...,  80.69      ,\n",
+       "          81.45      ,  85.06      ],\n",
+       "        [ 95.97      ,  96.96      ,  88.05      , ...,          nan,\n",
+       "          82.67      ,  85.14      ]],\n",
+       "\n",
+       "       [[ 79.45348861,  74.8598426 ,  68.62402027, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 87.12999253,  77.50998672,  71.11999141, ...,          nan,\n",
+       "        [ 85.90812093,  76.39538174,  70.15793624, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 90.40999199,  89.46999604,  74.06999167, ...,          nan,\n",
+       "        [ 89.07312023,  88.14941618,  73.01916773, ...,          nan,\n",
        "                  nan,          nan],\n",
        "...\n",
-       "        [ 48.29684364,  48.63876591,  47.30323245, ...,  42.97424687,\n",
-       "          39.50804843,  34.00664127],\n",
-       "        [ 47.43690235,  43.61202426,  52.7216067 , ...,  51.67492693,\n",
-       "          40.62356994,  41.40364862],\n",
-       "        [ 46.51147722,  43.82593906,  46.93663047, ...,          nan,\n",
-       "          50.96723242,  45.09428589]],\n",
-       "\n",
-       "       [[ 61.31477617,  59.58381146,  53.73629359, ...,          nan,\n",
+       "        [ 49.59062   ,  50.0227917 ,  46.70254838, ...,  39.44006984,\n",
+       "          36.78518844,  33.11610248],\n",
+       "        [ 47.4585508 ,  43.9817359 ,  49.17076735, ...,  50.22984071,\n",
+       "          41.23141968,  40.25821096],\n",
+       "        [ 47.4234839 ,  45.88333047,  45.84172417, ...,          nan,\n",
+       "          49.68407134,  42.76918701]],\n",
+       "\n",
+       "       [[ 51.59824858,  49.14623455,  44.67627714, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 66.26356661,  60.40950981,  53.18439293, ...,          nan,\n",
+       "        [ 55.34893661,  49.98657581,  43.87944548, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ 67.62487683,  66.49543837,  54.46856273, ...,          nan,\n",
+       "        [ 55.79050637,  54.84189295,  45.52103494, ...,          nan,\n",
        "                  nan,          nan],\n",
        "        ...,\n",
-       "        [ 74.58260503,  73.95201267,  64.37381065, ...,  54.79330491,\n",
-       "          55.9894636 ,  53.89944195],\n",
-       "        [ 67.53096246,  64.8216954 ,  68.58065986, ...,  65.86956398,\n",
-       "          59.82781205,  61.99228362],\n",
-       "        [ 68.10683219,  68.97733331,  66.01275778, ...,          nan,\n",
-       "          65.54264578,  58.81029694]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-99411fb1-b856-4b5e-b1ed-64eb1914f1fc' class='xr-section-summary-in' type='checkbox'  ><label for='section-99411fb1-b856-4b5e-b1ed-64eb1914f1fc' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7042c2f1-750a-4672-8275-4e4dcb230a70' class='xr-index-data-in' type='checkbox'/><label for='index-7042c2f1-750a-4672-8275-4e4dcb230a70' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "        [ 66.9205857 ,  66.74338155,  57.93678068, ...,  47.11918227,\n",
+       "          47.42592057,  46.06639542],\n",
+       "        [ 60.68175659,  57.95293419,  59.42588881, ...,  59.58238022,\n",
+       "          53.96737428,  53.66990893],\n",
+       "        [ 61.70536343,  62.60085933,  58.31143013, ...,          nan,\n",
+       "          59.29238385,  51.73923589]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_front_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>42.21 40.38 37.98 ... 32.78 31.69</div><input id='attrs-787e4c70-9579-4ca0-8c48-79ecc93783b4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-787e4c70-9579-4ca0-8c48-79ecc93783b4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cf887ea6-a987-49b0-922f-82c6c47b2b7b' class='xr-var-data-in' type='checkbox'><label for='data-cf887ea6-a987-49b0-922f-82c6c47b2b7b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[42.21067079, 40.37601718, 37.98324422, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [44.52176509, 40.71783507, 38.2658983 , ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [45.1271723 , 44.39353853, 38.9350482 , ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        ...,\n",
+       "        [49.76043607, 50.18874685, 45.10002181, ..., 40.05120903,\n",
+       "         40.46379893, 40.21168996],\n",
+       "        [47.68965229, 46.07159092, 44.44327462, ..., 41.04024539,\n",
+       "         40.9328189 , 41.79215484],\n",
+       "        [48.32376651, 48.48232011, 44.83114753, ...,         nan,\n",
+       "         41.17109978, 41.70459763]],\n",
+       "\n",
+       "       [[42.9215922 , 40.9374867 , 38.61020431, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [45.27954794, 41.40002697, 38.89940421, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [45.89933032, 45.15199612, 39.58300083, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "...\n",
+       "        [32.99609542, 33.28880815, 31.23675624, ..., 28.16316043,\n",
+       "         27.51018727, 25.97077769],\n",
+       "        [32.02219511, 30.51302173, 32.0693005 , ..., 30.37528683,\n",
+       "         27.85914277, 28.1752137 ],\n",
+       "        [31.95052006, 31.36665254, 30.87805043, ...,         nan,\n",
+       "         30.07191015, 28.91849909]],\n",
+       "\n",
+       "       [[35.57628458, 34.32254893, 32.18487548, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [37.47853286, 34.55622571, 32.02763626, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [37.6502249 , 36.90758002, 32.33583162, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        ...,\n",
+       "        [38.25379008, 38.38917312, 34.71318033, ..., 30.63236159,\n",
+       "         31.04144089, 30.48618514],\n",
+       "        [36.12765962, 34.95273543, 35.08214746, ..., 33.01207294,\n",
+       "         31.84762718, 32.3890078 ],\n",
+       "        [36.39514528, 36.62830881, 34.70506527, ...,         nan,\n",
+       "         32.78349752, 31.69382013]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0f91a869-03ef-4c3f-8809-1b68bd7f689c' class='xr-section-summary-in' type='checkbox'  ><label for='section-0f91a869-03ef-4c3f-8809-1b68bd7f689c' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f10f06b9-0af0-45e8-b9f2-c8be1d991728' class='xr-index-data-in' type='checkbox'/><label for='index-f10f06b9-0af0-45e8-b9f2-c8be1d991728' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
        "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
        "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
@@ -2001,17 +1392,17 @@
        "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
        "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b6902407-1963-4c93-955a-0ffdc07500ad' class='xr-index-data-in' type='checkbox'/><label for='index-b6902407-1963-4c93-955a-0ffdc07500ad' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 39.16999816894531, 39.209999084472656,              39.25,\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8e8c374c-b460-4044-a4df-69fcd30f799a' class='xr-index-data-in' type='checkbox'/><label for='index-8e8c374c-b460-4044-a4df-69fcd30f799a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 39.16999816894531, 39.209999084472656,              39.25,\n",
        "       39.290000915527344,  39.33000183105469, 39.369998931884766,\n",
        "        39.40999984741211,  39.45000076293945,   39.4900016784668,\n",
        "       39.529998779296875,  39.56999969482422,  39.61000061035156,\n",
        "       39.650001525878906, 39.689998626708984,  39.72999954223633,\n",
        "        39.77000045776367, 39.810001373291016, 39.849998474121094,\n",
        "        39.88999938964844],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a8c1f89d-dd25-4a04-ae0c-5d1c5e07cf80' class='xr-index-data-in' type='checkbox'/><label for='index-a8c1f89d-dd25-4a04-ae0c-5d1c5e07cf80' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-105.37999725341797, -105.33999633789062, -105.30000305175781,\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-afac0bf3-db66-411d-a896-bee1fbf457e4' class='xr-index-data-in' type='checkbox'/><label for='index-afac0bf3-db66-411d-a896-bee1fbf457e4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-105.37999725341797, -105.33999633789062, -105.30000305175781,\n",
        "       -105.26000213623047, -105.22000122070312, -105.18000030517578,\n",
        "       -105.13999938964844,  -105.0999984741211, -105.05999755859375],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4004b5e2-42b4-4e3c-9157-956ab668d671' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4004b5e2-42b4-4e3c-9157-956ab668d671' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6d571fd3-29ec-433f-a907-2be1913a443e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6d571fd3-29ec-433f-a907-2be1913a443e' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 96MB\n",
@@ -2021,13 +1412,13 @@
        "  * longitude           (longitude) float32 36B -105.4 -105.3 ... -105.1 -105.1\n",
        "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
        "Data variables:\n",
+       "    RH_surface_outside  (time, latitude, longitude) float64 24MB 76.96 ... 58.81\n",
        "    RH_back_encap       (time, latitude, longitude) float64 24MB 76.96 ... 44.67\n",
-       "    RH_front_encap      (time, latitude, longitude) float64 24MB 42.21 ... 31.69\n",
        "    RH_backsheet        (time, latitude, longitude) float64 24MB 76.96 ... 51.74\n",
-       "    RH_surface_outside  (time, latitude, longitude) float64 24MB 76.96 ... 58.81"
+       "    RH_front_encap      (time, latitude, longitude) float64 24MB 42.21 ... 31.69"
       ]
      },
-     "execution_count": 11,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -2039,9 +1430,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "pvdeg_env",
+   "display_name": "rpp",
    "language": "python",
-   "name": "python3"
+   "name": "rpp"
   },
   "language_info": {
    "codemirror_mode": {
@@ -2057,5 +1448,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb
index 1dcf4a84..d6a8c13a 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb	
@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -33,7 +33,7 @@
     }
    ],
    "source": [
-    "dynamic_points = pvdeg.scenario.GeospatialScenario(\n",
+    "dynamic_points = pvdeg.GeospatialScenario(\n",
     "    name='dynamic-selection'\n",
     ")\n",
     "\n",
@@ -54,7 +54,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -66,6 +66,17 @@
      },
      "metadata": {},
      "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(<Figure size 1500x1000 with 1 Axes>,\n",
+       " <GeoAxes: title={'center': \"Coordinate Pairs from 'dynamic-selection' Meta Data\"}>)"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -87,7 +98,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
@@ -123,21 +134,21 @@
        "  </thead>\n",
        "  <tbody>\n",
        "    <tr>\n",
-       "      <th>407393</th>\n",
-       "      <td>38.529999</td>\n",
-       "      <td>-108.260002</td>\n",
-       "      <td>2203</td>\n",
+       "      <th>282901</th>\n",
+       "      <td>41.889999</td>\n",
+       "      <td>-114.019997</td>\n",
+       "      <td>1704</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
-       "      <td>Colorado</td>\n",
-       "      <td>Montrose</td>\n",
+       "      <td>Utah</td>\n",
+       "      <td>Box Elder</td>\n",
        "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>295746</th>\n",
-       "      <td>41.889999</td>\n",
-       "      <td>-113.379997</td>\n",
-       "      <td>2537</td>\n",
+       "      <th>282903</th>\n",
+       "      <td>41.810001</td>\n",
+       "      <td>-114.019997</td>\n",
+       "      <td>2093</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
        "      <td>Utah</td>\n",
@@ -145,36 +156,36 @@
        "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>462552</th>\n",
-       "      <td>37.410000</td>\n",
-       "      <td>-105.860001</td>\n",
-       "      <td>2297</td>\n",
+       "      <th>282905</th>\n",
+       "      <td>41.730000</td>\n",
+       "      <td>-114.019997</td>\n",
+       "      <td>1880</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
-       "      <td>Colorado</td>\n",
-       "      <td>Alamosa</td>\n",
+       "      <td>Utah</td>\n",
+       "      <td>Box Elder</td>\n",
        "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>416313</th>\n",
-       "      <td>37.889999</td>\n",
-       "      <td>-107.860001</td>\n",
-       "      <td>3061</td>\n",
+       "      <th>282907</th>\n",
+       "      <td>41.650002</td>\n",
+       "      <td>-114.019997</td>\n",
+       "      <td>1903</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
-       "      <td>Colorado</td>\n",
-       "      <td>San Miguel</td>\n",
+       "      <td>Utah</td>\n",
+       "      <td>Box Elder</td>\n",
        "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>377412</th>\n",
-       "      <td>37.250000</td>\n",
-       "      <td>-109.620003</td>\n",
-       "      <td>1352</td>\n",
+       "      <th>282909</th>\n",
+       "      <td>41.570000</td>\n",
+       "      <td>-114.019997</td>\n",
+       "      <td>1936</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
        "      <td>Utah</td>\n",
-       "      <td>San Juan</td>\n",
+       "      <td>Box Elder</td>\n",
        "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
@@ -189,96 +200,96 @@
        "      <td>...</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>368545</th>\n",
-       "      <td>38.209999</td>\n",
-       "      <td>-110.019997</td>\n",
-       "      <td>1527</td>\n",
+       "      <th>559787</th>\n",
+       "      <td>37.330002</td>\n",
+       "      <td>-102.099998</td>\n",
+       "      <td>1139</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
-       "      <td>Utah</td>\n",
-       "      <td>Wayne</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Baca</td>\n",
        "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>310605</th>\n",
-       "      <td>41.810001</td>\n",
-       "      <td>-112.660004</td>\n",
-       "      <td>1496</td>\n",
+       "      <th>559789</th>\n",
+       "      <td>37.250000</td>\n",
+       "      <td>-102.099998</td>\n",
+       "      <td>1141</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
-       "      <td>Utah</td>\n",
-       "      <td>Box Elder</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Baca</td>\n",
        "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>343651</th>\n",
-       "      <td>40.529999</td>\n",
-       "      <td>-111.139999</td>\n",
-       "      <td>2394</td>\n",
+       "      <th>559791</th>\n",
+       "      <td>37.169998</td>\n",
+       "      <td>-102.099998</td>\n",
+       "      <td>1149</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
-       "      <td>Utah</td>\n",
-       "      <td>Wasatch</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Baca</td>\n",
        "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>456842</th>\n",
-       "      <td>38.849998</td>\n",
-       "      <td>-106.099998</td>\n",
-       "      <td>2682</td>\n",
+       "      <th>559793</th>\n",
+       "      <td>37.090000</td>\n",
+       "      <td>-102.099998</td>\n",
+       "      <td>1096</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
        "      <td>Colorado</td>\n",
-       "      <td>Chaffee</td>\n",
+       "      <td>Baca</td>\n",
        "      <td>2</td>\n",
        "    </tr>\n",
        "    <tr>\n",
-       "      <th>389841</th>\n",
-       "      <td>39.889999</td>\n",
-       "      <td>-109.059998</td>\n",
-       "      <td>1921</td>\n",
+       "      <th>559795</th>\n",
+       "      <td>37.009998</td>\n",
+       "      <td>-102.099998</td>\n",
+       "      <td>1122</td>\n",
        "      <td>-7</td>\n",
        "      <td>United States</td>\n",
-       "      <td>Utah</td>\n",
-       "      <td>Uintah</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Baca</td>\n",
        "      <td>2</td>\n",
        "    </tr>\n",
        "  </tbody>\n",
        "</table>\n",
-       "<p>795 rows × 8 columns</p>\n",
+       "<p>7956 rows × 8 columns</p>\n",
        "</div>"
       ],
       "text/plain": [
        "         latitude   longitude  altitude  tz        country     state  \\\n",
-       "407393  38.529999 -108.260002      2203  -7  United States  Colorado   \n",
-       "295746  41.889999 -113.379997      2537  -7  United States      Utah   \n",
-       "462552  37.410000 -105.860001      2297  -7  United States  Colorado   \n",
-       "416313  37.889999 -107.860001      3061  -7  United States  Colorado   \n",
-       "377412  37.250000 -109.620003      1352  -7  United States      Utah   \n",
+       "282901  41.889999 -114.019997      1704  -7  United States      Utah   \n",
+       "282903  41.810001 -114.019997      2093  -7  United States      Utah   \n",
+       "282905  41.730000 -114.019997      1880  -7  United States      Utah   \n",
+       "282907  41.650002 -114.019997      1903  -7  United States      Utah   \n",
+       "282909  41.570000 -114.019997      1936  -7  United States      Utah   \n",
        "...           ...         ...       ...  ..            ...       ...   \n",
-       "368545  38.209999 -110.019997      1527  -7  United States      Utah   \n",
-       "310605  41.810001 -112.660004      1496  -7  United States      Utah   \n",
-       "343651  40.529999 -111.139999      2394  -7  United States      Utah   \n",
-       "456842  38.849998 -106.099998      2682  -7  United States  Colorado   \n",
-       "389841  39.889999 -109.059998      1921  -7  United States      Utah   \n",
-       "\n",
-       "            county  wind_height  \n",
-       "407393    Montrose            2  \n",
-       "295746   Box Elder            2  \n",
-       "462552     Alamosa            2  \n",
-       "416313  San Miguel            2  \n",
-       "377412    San Juan            2  \n",
-       "...            ...          ...  \n",
-       "368545       Wayne            2  \n",
-       "310605   Box Elder            2  \n",
-       "343651     Wasatch            2  \n",
-       "456842     Chaffee            2  \n",
-       "389841      Uintah            2  \n",
-       "\n",
-       "[795 rows x 8 columns]"
+       "559787  37.330002 -102.099998      1139  -7  United States  Colorado   \n",
+       "559789  37.250000 -102.099998      1141  -7  United States  Colorado   \n",
+       "559791  37.169998 -102.099998      1149  -7  United States  Colorado   \n",
+       "559793  37.090000 -102.099998      1096  -7  United States  Colorado   \n",
+       "559795  37.009998 -102.099998      1122  -7  United States  Colorado   \n",
+       "\n",
+       "           county  wind_height  \n",
+       "282901  Box Elder            2  \n",
+       "282903  Box Elder            2  \n",
+       "282905  Box Elder            2  \n",
+       "282907  Box Elder            2  \n",
+       "282909  Box Elder            2  \n",
+       "...           ...          ...  \n",
+       "559787       Baca            2  \n",
+       "559789       Baca            2  \n",
+       "559791       Baca            2  \n",
+       "559793       Baca            2  \n",
+       "559795       Baca            2  \n",
+       "\n",
+       "[7956 rows x 8 columns]"
       ]
      },
-     "execution_count": 32,
+     "execution_count": 4,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -289,7 +300,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -303,18 +314,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(<Figure size 1500x1000 with 1 Axes>,\n",
+       " <GeoAxes: title={'center': \"Coordinate Pairs from 'dynamic-selection' Meta Data\"}>)"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -332,7 +354,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -354,1478 +376,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 41.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.1 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.3 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 38.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 40.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 37.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
-     ]
-    },
-    {
-     "ename": "ValueError",
-     "evalue": "conflicting sizes for dimension 'gid': length 795 on 'gid' and length 723 on {'gid': 'x'}",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[0;31mValueError\u001b[0m                                Traceback (most recent call last)",
-      "Cell \u001b[0;32mIn[28], line 9\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;66;03m# geospatial analysis now\u001b[39;00m\n\u001b[1;32m      3\u001b[0m geo \u001b[38;5;241m=\u001b[39m {\n\u001b[1;32m      4\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mfunc\u001b[39m\u001b[38;5;124m\"\u001b[39m: pvdeg\u001b[38;5;241m.\u001b[39mstandards\u001b[38;5;241m.\u001b[39mstandoff,\n\u001b[1;32m      5\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mweather_ds\u001b[39m\u001b[38;5;124m\"\u001b[39m: sub_weather,\n\u001b[1;32m      6\u001b[0m     \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mmeta_df\u001b[39m\u001b[38;5;124m\"\u001b[39m: dynamic_points\u001b[38;5;241m.\u001b[39mmeta_data,\n\u001b[1;32m      7\u001b[0m }\n\u001b[0;32m----> 9\u001b[0m analysis_result \u001b[38;5;241m=\u001b[39m \u001b[43mpvdeg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mgeospatial\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43manalysis\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[38;5;241;43m*\u001b[39;49m\u001b[43mgeo\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/dev/PVDegradationTools/pvdeg/geospatial.py:206\u001b[0m, in \u001b[0;36manalysis\u001b[0;34m(weather_ds, meta_df, func, template, **func_kwargs)\u001b[0m\n\u001b[1;32m    202\u001b[0m mindex_obj \u001b[38;5;241m=\u001b[39m pd\u001b[38;5;241m.\u001b[39mMultiIndex\u001b[38;5;241m.\u001b[39mfrom_arrays(\n\u001b[1;32m    203\u001b[0m     [meta_df[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlatitude\u001b[39m\u001b[38;5;124m\"\u001b[39m], meta_df[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlongitude\u001b[39m\u001b[38;5;124m\"\u001b[39m]], names\u001b[38;5;241m=\u001b[39m[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlatitude\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlongitude\u001b[39m\u001b[38;5;124m\"\u001b[39m]\n\u001b[1;32m    204\u001b[0m )\n\u001b[1;32m    205\u001b[0m mindex_coords \u001b[38;5;241m=\u001b[39m xr\u001b[38;5;241m.\u001b[39mCoordinates\u001b[38;5;241m.\u001b[39mfrom_pandas_multiindex(mindex_obj, \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[0;32m--> 206\u001b[0m stacked \u001b[38;5;241m=\u001b[39m \u001b[43mstacked\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43massign_coords\u001b[49m\u001b[43m(\u001b[49m\u001b[43mmindex_coords\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    208\u001b[0m stacked \u001b[38;5;241m=\u001b[39m stacked\u001b[38;5;241m.\u001b[39mdrop_duplicates(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgid\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m    209\u001b[0m res \u001b[38;5;241m=\u001b[39m stacked\u001b[38;5;241m.\u001b[39munstack(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mgid\u001b[39m\u001b[38;5;124m\"\u001b[39m)  \u001b[38;5;66;03m# , sparse=True\u001b[39;00m\n",
-      "File \u001b[0;32m~/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/common.py:644\u001b[0m, in \u001b[0;36mDataWithCoords.assign_coords\u001b[0;34m(self, coords, **coords_kwargs)\u001b[0m\n\u001b[1;32m    641\u001b[0m \u001b[38;5;28;01melse\u001b[39;00m:\n\u001b[1;32m    642\u001b[0m     results \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_calc_assign_results(coords_combined)\n\u001b[0;32m--> 644\u001b[0m \u001b[43mdata\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mcoords\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mupdate\u001b[49m\u001b[43m(\u001b[49m\u001b[43mresults\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    645\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m data\n",
-      "File \u001b[0;32m~/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/coordinates.py:566\u001b[0m, in \u001b[0;36mCoordinates.update\u001b[0;34m(self, other)\u001b[0m\n\u001b[1;32m    560\u001b[0m \u001b[38;5;66;03m# special case for PandasMultiIndex: updating only its dimension coordinate\u001b[39;00m\n\u001b[1;32m    561\u001b[0m \u001b[38;5;66;03m# is still allowed but depreciated.\u001b[39;00m\n\u001b[1;32m    562\u001b[0m \u001b[38;5;66;03m# It is the only case where we need to actually drop coordinates here (multi-index levels)\u001b[39;00m\n\u001b[1;32m    563\u001b[0m \u001b[38;5;66;03m# TODO: remove when removing PandasMultiIndex's dimension coordinate.\u001b[39;00m\n\u001b[1;32m    564\u001b[0m \u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_drop_coords(\u001b[38;5;28mself\u001b[39m\u001b[38;5;241m.\u001b[39m_names \u001b[38;5;241m-\u001b[39m coords_to_align\u001b[38;5;241m.\u001b[39m_names)\n\u001b[0;32m--> 566\u001b[0m \u001b[38;5;28;43mself\u001b[39;49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43m_update_coords\u001b[49m\u001b[43m(\u001b[49m\u001b[43mcoords\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mindexes\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[0;32m~/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/coordinates.py:751\u001b[0m, in \u001b[0;36mDatasetCoordinates._update_coords\u001b[0;34m(self, coords, indexes)\u001b[0m\n\u001b[1;32m    748\u001b[0m variables\u001b[38;5;241m.\u001b[39mupdate(coords)\n\u001b[1;32m    750\u001b[0m \u001b[38;5;66;03m# check for inconsistent state *before* modifying anything in-place\u001b[39;00m\n\u001b[0;32m--> 751\u001b[0m dims \u001b[38;5;241m=\u001b[39m \u001b[43mcalculate_dimensions\u001b[49m\u001b[43m(\u001b[49m\u001b[43mvariables\u001b[49m\u001b[43m)\u001b[49m\n\u001b[1;32m    752\u001b[0m new_coord_names \u001b[38;5;241m=\u001b[39m \u001b[38;5;28mset\u001b[39m(coords)\n\u001b[1;32m    753\u001b[0m \u001b[38;5;28;01mfor\u001b[39;00m dim, size \u001b[38;5;129;01min\u001b[39;00m dims\u001b[38;5;241m.\u001b[39mitems():\n",
-      "File \u001b[0;32m~/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/variable.py:3008\u001b[0m, in \u001b[0;36mcalculate_dimensions\u001b[0;34m(variables)\u001b[0m\n\u001b[1;32m   3006\u001b[0m             last_used[dim] \u001b[38;5;241m=\u001b[39m k\n\u001b[1;32m   3007\u001b[0m         \u001b[38;5;28;01melif\u001b[39;00m dims[dim] \u001b[38;5;241m!=\u001b[39m size:\n\u001b[0;32m-> 3008\u001b[0m             \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\n\u001b[1;32m   3009\u001b[0m                 \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mconflicting sizes for dimension \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mdim\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[38;5;124m: \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   3010\u001b[0m                 \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mlength \u001b[39m\u001b[38;5;132;01m{\u001b[39;00msize\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m on \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mk\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[38;5;124m and length \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mdims[dim]\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m on \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mlast_used\u001b[38;5;132;01m!r}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m   3011\u001b[0m             )\n\u001b[1;32m   3012\u001b[0m \u001b[38;5;28;01mreturn\u001b[39;00m dims\n",
-      "\u001b[0;31mValueError\u001b[0m: conflicting sizes for dimension 'gid': length 795 on 'gid' and length 723 on {'gid': 'x'}"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "# geospatial analysis now\n",
     "\n",
@@ -1849,483 +402,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
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-       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
-       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
-       "  --xr-border-color: #1F1F1F;\n",
-       "  --xr-disabled-color: #515151;\n",
-       "  --xr-background-color: #111111;\n",
-       "  --xr-background-color-row-even: #111111;\n",
-       "  --xr-background-color-row-odd: #313131;\n",
-       "}\n",
-       "\n",
-       ".xr-wrap {\n",
-       "  display: block !important;\n",
-       "  min-width: 300px;\n",
-       "  max-width: 700px;\n",
-       "}\n",
-       "\n",
-       ".xr-text-repr-fallback {\n",
-       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-header {\n",
-       "  padding-top: 6px;\n",
-       "  padding-bottom: 6px;\n",
-       "  margin-bottom: 4px;\n",
-       "  border-bottom: solid 1px var(--xr-border-color);\n",
-       "}\n",
-       "\n",
-       ".xr-header > div,\n",
-       ".xr-header > ul {\n",
-       "  display: inline;\n",
-       "  margin-top: 0;\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-obj-type,\n",
-       ".xr-array-name {\n",
-       "  margin-left: 2px;\n",
-       "  margin-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-obj-type {\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-sections {\n",
-       "  padding-left: 0 !important;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input + label {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input:enabled + label {\n",
-       "  cursor: pointer;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input:enabled + label:hover {\n",
-       "  color: var(--xr-font-color0);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary {\n",
-       "  grid-column: 1;\n",
-       "  color: var(--xr-font-color2);\n",
-       "  font-weight: 500;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary > span {\n",
-       "  display: inline-block;\n",
-       "  padding-left: 0.5em;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label {\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in + label:before {\n",
-       "  display: inline-block;\n",
-       "  content: '►';\n",
-       "  font-size: 11px;\n",
-       "  width: 15px;\n",
-       "  text-align: center;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label:before {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label:before {\n",
-       "  content: '▼';\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label > span {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary,\n",
-       ".xr-section-inline-details {\n",
-       "  padding-top: 4px;\n",
-       "  padding-bottom: 4px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-inline-details {\n",
-       "  grid-column: 2 / -1;\n",
-       "}\n",
-       "\n",
-       ".xr-section-details {\n",
-       "  display: none;\n",
-       "  grid-column: 1 / -1;\n",
-       "  margin-bottom: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 61kB\n",
-       "Dimensions:    (latitude: 42, longitude: 60)\n",
-       "Coordinates:\n",
-       "  * latitude   (latitude) float32 168B 37.01 37.09 37.17 ... 41.49 41.65 41.89\n",
-       "  * longitude  (longitude) float32 240B -113.9 -113.6 -113.4 ... -102.7 -102.6\n",
-       "Data variables:\n",
-       "    x          (latitude, longitude) float64 20kB nan nan nan ... nan nan nan\n",
-       "    T98_0      (latitude, longitude) float64 20kB nan nan nan ... nan nan nan\n",
-       "    T98_inf    (latitude, longitude) float64 20kB nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-53f4de66-b4d1-4d82-b72f-8a15edd58bef' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-53f4de66-b4d1-4d82-b72f-8a15edd58bef' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 42</li><li><span class='xr-has-index'>longitude</span>: 60</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-7e07188c-0cc2-40df-ba5f-5d8a42ee0348' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7e07188c-0cc2-40df-ba5f-5d8a42ee0348' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>37.01 37.09 37.17 ... 41.65 41.89</div><input id='attrs-2a25b9aa-f9af-410c-b181-1e29c5ce2ecd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2a25b9aa-f9af-410c-b181-1e29c5ce2ecd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2ae8ff1f-e525-423e-8475-3fa015528682' class='xr-var-data-in' type='checkbox'><label for='data-2ae8ff1f-e525-423e-8475-3fa015528682' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([37.01, 37.09, 37.17, 37.33, 37.41, 37.49, 37.57, 37.65, 37.73, 37.81,\n",
-       "       37.89, 38.21, 38.45, 38.53, 38.69, 38.77, 38.85, 38.93, 39.09, 39.33,\n",
-       "       39.41, 39.49, 39.65, 39.73, 39.81, 39.89, 40.05, 40.13, 40.21, 40.29,\n",
-       "       40.37, 40.45, 40.61, 40.69, 40.85, 40.93, 41.09, 41.17, 41.25, 41.49,\n",
-       "       41.65, 41.89], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-113.9 -113.6 ... -102.7 -102.6</div><input id='attrs-c25276e5-48e6-4e9a-894b-ddc6a9929bdb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c25276e5-48e6-4e9a-894b-ddc6a9929bdb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d806d3e7-eb57-4838-9f2a-d05665d32cfb' class='xr-var-data-in' type='checkbox'><label for='data-d806d3e7-eb57-4838-9f2a-d05665d32cfb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-113.86, -113.62, -113.38, -113.3 , -112.98, -112.9 , -112.74, -112.42,\n",
-       "       -112.34, -112.26, -112.02, -111.94, -111.86, -111.7 , -111.62, -111.54,\n",
-       "       -111.3 , -110.98, -110.74, -110.66, -110.34, -110.26, -110.02, -109.94,\n",
-       "       -109.7 , -109.62, -109.46, -109.38, -109.06, -108.82, -108.42, -108.34,\n",
-       "       -108.02, -107.78, -107.62, -107.54, -107.38, -107.3 , -107.06, -106.9 ,\n",
-       "       -106.82, -106.66, -106.5 , -106.42, -106.34, -106.26, -106.18, -106.02,\n",
-       "       -105.7 , -105.62, -105.54, -105.46, -105.22, -104.9 , -104.02, -103.94,\n",
-       "       -103.46, -103.3 , -102.74, -102.58], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-be3f1866-7dc5-40fd-9909-32a2da27fb93' class='xr-section-summary-in' type='checkbox'  checked><label for='section-be3f1866-7dc5-40fd-9909-32a2da27fb93' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-ea67e225-d3a9-4d2e-a2ce-89447c13f02a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ea67e225-d3a9-4d2e-a2ce-89447c13f02a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b6447aa4-d7ef-4689-8910-8d3870b8cc2b' class='xr-var-data-in' type='checkbox'><label for='data-b6447aa4-d7ef-4689-8910-8d3870b8cc2b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[       nan,        nan,        nan, ...,        nan,        nan,\n",
-       "               nan],\n",
-       "       [       nan,        nan,        nan, ...,        nan,        nan,\n",
-       "               nan],\n",
-       "       [       nan,        nan,        nan, ...,        nan,        nan,\n",
-       "               nan],\n",
-       "       ...,\n",
-       "       [       nan,        nan,        nan, ...,        nan,        nan,\n",
-       "               nan],\n",
-       "       [       nan,        nan,        nan, ...,        nan,        nan,\n",
-       "               nan],\n",
-       "       [       nan, 1.64025639,        nan, ...,        nan,        nan,\n",
-       "               nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-5213ffe9-318d-476f-a5ff-f977a67cdd8b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5213ffe9-318d-476f-a5ff-f977a67cdd8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-312d1da7-4d29-49db-87e3-c1abf245d46a' class='xr-var-data-in' type='checkbox'><label for='data-312d1da7-4d29-49db-87e3-c1abf245d46a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       ...,\n",
-       "       [        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan, 75.58484362,         nan, ...,         nan,\n",
-       "                nan,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-5b5f8b14-437b-4cac-b350-cc3dc5436749' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5b5f8b14-437b-4cac-b350-cc3dc5436749' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e1326c9-e614-4bae-a9ab-b74a4c55ed89' class='xr-var-data-in' type='checkbox'><label for='data-5e1326c9-e614-4bae-a9ab-b74a4c55ed89' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       ...,\n",
-       "       [        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan, ...,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan, 50.54351198,         nan, ...,         nan,\n",
-       "                nan,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e8081ad6-56ba-47fa-9885-1a4072384026' class='xr-section-summary-in' type='checkbox'  ><label for='section-e8081ad6-56ba-47fa-9885-1a4072384026' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c1d919cd-d11d-46de-8220-f1657c1d3822' class='xr-index-data-in' type='checkbox'/><label for='index-c1d919cd-d11d-46de-8220-f1657c1d3822' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([  37.0099983215332,  37.09000015258789,  37.16999816894531,\n",
-       "        37.33000183105469,  37.40999984741211,   37.4900016784668,\n",
-       "        37.56999969482422, 37.650001525878906,  37.72999954223633,\n",
-       "       37.810001373291016,  37.88999938964844, 38.209999084472656,\n",
-       "        38.45000076293945, 38.529998779296875, 38.689998626708984,\n",
-       "        38.77000045776367, 38.849998474121094,  38.93000030517578,\n",
-       "        39.09000015258789,  39.33000183105469,  39.40999984741211,\n",
-       "         39.4900016784668, 39.650001525878906,  39.72999954223633,\n",
-       "       39.810001373291016,  39.88999938964844,  40.04999923706055,\n",
-       "       40.130001068115234, 40.209999084472656, 40.290000915527344,\n",
-       "       40.369998931884766,  40.45000076293945,  40.61000061035156,\n",
-       "       40.689998626708984, 40.849998474121094,  40.93000030517578,\n",
-       "        41.09000015258789,  41.16999816894531,              41.25,\n",
-       "         41.4900016784668, 41.650001525878906,  41.88999938964844],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-db68f082-cad6-46db-8913-5c45d3785a7c' class='xr-index-data-in' type='checkbox'/><label for='index-db68f082-cad6-46db-8913-5c45d3785a7c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-113.86000061035156, -113.62000274658203, -113.37999725341797,\n",
-       "       -113.30000305175781,  -112.9800033569336,  -112.9000015258789,\n",
-       "       -112.73999786376953, -112.41999816894531, -112.33999633789062,\n",
-       "       -112.26000213623047,  -112.0199966430664, -111.94000244140625,\n",
-       "       -111.86000061035156, -111.69999694824219, -111.62000274658203,\n",
-       "       -111.54000091552734, -111.30000305175781,  -110.9800033569336,\n",
-       "       -110.73999786376953, -110.66000366210938, -110.33999633789062,\n",
-       "       -110.26000213623047,  -110.0199966430664, -109.94000244140625,\n",
-       "       -109.69999694824219, -109.62000274658203, -109.45999908447266,\n",
-       "       -109.37999725341797, -109.05999755859375, -108.81999969482422,\n",
-       "       -108.41999816894531, -108.33999633789062,  -108.0199966430664,\n",
-       "       -107.77999877929688, -107.62000274658203, -107.54000091552734,\n",
-       "       -107.37999725341797, -107.30000305175781, -107.05999755859375,\n",
-       "        -106.9000015258789, -106.81999969482422, -106.66000366210938,\n",
-       "                    -106.5, -106.41999816894531, -106.33999633789062,\n",
-       "       -106.26000213623047, -106.18000030517578,  -106.0199966430664,\n",
-       "       -105.69999694824219, -105.62000274658203, -105.54000091552734,\n",
-       "       -105.45999908447266, -105.22000122070312,  -104.9000015258789,\n",
-       "        -104.0199966430664, -103.94000244140625, -103.45999908447266,\n",
-       "       -103.30000305175781, -102.73999786376953, -102.58000183105469],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f9901271-1c5a-4fd5-a87d-4db961535b0f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f9901271-1c5a-4fd5-a87d-4db961535b0f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 61kB\n",
-       "Dimensions:    (latitude: 42, longitude: 60)\n",
-       "Coordinates:\n",
-       "  * latitude   (latitude) float32 168B 37.01 37.09 37.17 ... 41.49 41.65 41.89\n",
-       "  * longitude  (longitude) float32 240B -113.9 -113.6 -113.4 ... -102.7 -102.6\n",
-       "Data variables:\n",
-       "    x          (latitude, longitude) float64 20kB nan nan nan ... nan nan nan\n",
-       "    T98_0      (latitude, longitude) float64 20kB nan nan nan ... nan nan nan\n",
-       "    T98_inf    (latitude, longitude) float64 20kB nan nan nan ... nan nan nan"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "analysis_result"
    ]
@@ -2341,31 +420,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(<Figure size 640x480 with 2 Axes>,\n",
-       " <GeoAxes: xlabel='longitude', ylabel='latitude'>)"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "pvdeg.geospatial.plot_USA(analysis_result['x'])"
    ]
@@ -2381,20 +438,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "pvdeg.geospatial.plot_sparse_analysis(analysis_result, data_var='x', method='linear')"
    ]
diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Single Location.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Single Location.ipynb
index 65cf9f31..64de7660 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Single Location.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Single Location.ipynb	
@@ -16,7 +16,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -26,7 +26,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -36,7 +36,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -44,8 +44,8 @@
      "output_type": "stream",
      "text": [
       "Working on a  Linux 4.18.0-477.10.1.el8_8.x86_64\n",
-      "Python version  3.10.9 | packaged by conda-forge | (main, Feb  2 2023, 20:20:04) [GCC 11.3.0]\n",
-      "pvdeg version  0.3.1.dev220+gaf1083c.d20240608\n"
+      "Python version  3.10.14 | packaged by conda-forge | (main, Mar 20 2024, 12:45:18) [GCC 12.3.0]\n",
+      "pvdeg version  0.3.1.dev223+g03f3e6a.d20240708\n"
      ]
     }
    ],
@@ -73,11 +73,11 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 18,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
-    "simple_scenario = pvdeg.scenario.Scenario(\n",
+    "simple_scenario = pvdeg.Scenario(\n",
     "    name=\"Point Minimum Standoff\",\n",
     "    email='user@mail.com',\n",
     "    api_key='DEMO_KEY'\n",
@@ -96,21 +96,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "Column \"relative_humidity\" not found in DataFrame. Calculating...\n"
+      "                                                                     \r"
      ]
     },
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:212: UserWarning: Gids Added - [1060699]\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:230: UserWarning: Gids Added - [1060699]\n",
       "  warnings.warn(message, UserWarning)\n"
      ]
     }
@@ -124,7 +124,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -412,7 +412,7 @@
        "[8760 rows x 15 columns]"
       ]
      },
-     "execution_count": 20,
+     "execution_count": 6,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -443,15 +443,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:375: UserWarning: standoff added to pipeline as \n",
-      " {'job': <function standoff at 0x7f78403acf70>, 'params': {}}\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:396: UserWarning: standoff added to pipeline as \n",
+      " {'job': <function standoff at 0x7f63ace76b90>, 'params': {}}\n",
       "  warnings.warn(message, UserWarning)\n"
      ]
     }
@@ -474,15 +474,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:375: UserWarning: solder_fatigue added to pipeline as \n",
-      " {'job': <function solder_fatigue at 0x7f78403aca60>, 'params': {'wind_factor': 0.33}}\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:396: UserWarning: solder_fatigue added to pipeline as \n",
+      " {'job': <function solder_fatigue at 0x7f63ace76680>, 'params': {'wind_factor': 0.33}}\n",
       "  warnings.warn(message, UserWarning)\n"
      ]
     }
@@ -511,15 +511,15 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:375: UserWarning: standoff added to pipeline as \n",
-      " {'job': <function standoff at 0x7f78403acf70>, 'params': {'weather_df':                            Year  Month  Day  Hour  Minute  dni  dhi  ghi  \\\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:396: UserWarning: standoff added to pipeline as \n",
+      " {'job': <function standoff at 0x7f63ace76b90>, 'params': {'weather_df':                            Year  Month  Day  Hour  Minute  dni  dhi  ghi  \\\n",
       "1999-01-01 00:30:00-07:00  1999      1    1     0      30  0.0  0.0  0.0   \n",
       "1999-01-01 01:30:00-07:00  1999      1    1     1      30  0.0  0.0  0.0   \n",
       "1999-01-01 02:30:00-07:00  1999      1    1     2      30  0.0  0.0  0.0   \n",
@@ -577,7 +577,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -586,34 +586,8 @@
      "text": [
       "Name : Point Minimum Standoff\n",
       "Pipeline : \n",
-      "                               BLHZH.job                                    WCBOQ.job  WCBOQ.params.wind_factor                              PUKRE.job                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     PUKRE.params.weather_df PUKRE.params.meta.Source PUKRE.params.meta.Location ID PUKRE.params.meta.City PUKRE.params.meta.State PUKRE.params.meta.Country PUKRE.params.meta.Clearsky DHI Units PUKRE.params.meta.Clearsky DNI Units PUKRE.params.meta.Clearsky GHI Units PUKRE.params.meta.Dew Point Units PUKRE.params.meta.DHI Units PUKRE.params.meta.DNI Units PUKRE.params.meta.GHI Units PUKRE.params.meta.Solar Zenith Angle Units PUKRE.params.meta.Temperature Units PUKRE.params.meta.Pressure Units PUKRE.params.meta.Relative Humidity Units PUKRE.params.meta.Precipitable Water Units PUKRE.params.meta.Wind Direction Units PUKRE.params.meta.Wind Speed Units PUKRE.params.meta.Cloud Type -15 PUKRE.params.meta.Cloud Type 0 PUKRE.params.meta.Cloud Type 1 PUKRE.params.meta.Cloud Type 2 PUKRE.params.meta.Cloud Type 3 PUKRE.params.meta.Cloud Type 4 PUKRE.params.meta.Cloud Type 5 PUKRE.params.meta.Cloud Type 6 PUKRE.params.meta.Cloud Type 7 PUKRE.params.meta.Cloud Type 8 PUKRE.params.meta.Cloud Type 9 PUKRE.params.meta.Cloud Type 10 PUKRE.params.meta.Cloud Type 11 PUKRE.params.meta.Cloud Type 12 PUKRE.params.meta.Fill Flag 0 PUKRE.params.meta.Fill Flag 1 PUKRE.params.meta.Fill Flag 2 PUKRE.params.meta.Fill Flag 3 PUKRE.params.meta.Fill Flag 4 PUKRE.params.meta.Fill Flag 5 PUKRE.params.meta.Surface Albedo Units PUKRE.params.meta.Version  PUKRE.params.meta.latitude  PUKRE.params.meta.longitude  PUKRE.params.meta.altitude  PUKRE.params.meta.tz                              MUDMB.job                                    FOYEQ.job  FOYEQ.params.wind_factor                              UJIKB.job                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     UJIKB.params.weather_df UJIKB.params.meta.Source UJIKB.params.meta.Location ID UJIKB.params.meta.City UJIKB.params.meta.State UJIKB.params.meta.Country UJIKB.params.meta.Clearsky DHI Units UJIKB.params.meta.Clearsky DNI Units UJIKB.params.meta.Clearsky GHI Units UJIKB.params.meta.Dew Point Units UJIKB.params.meta.DHI Units UJIKB.params.meta.DNI Units UJIKB.params.meta.GHI Units UJIKB.params.meta.Solar Zenith Angle Units UJIKB.params.meta.Temperature Units UJIKB.params.meta.Pressure Units UJIKB.params.meta.Relative Humidity Units UJIKB.params.meta.Precipitable Water Units UJIKB.params.meta.Wind Direction Units UJIKB.params.meta.Wind Speed Units UJIKB.params.meta.Cloud Type -15 UJIKB.params.meta.Cloud Type 0 UJIKB.params.meta.Cloud Type 1 UJIKB.params.meta.Cloud Type 2 UJIKB.params.meta.Cloud Type 3 UJIKB.params.meta.Cloud Type 4 UJIKB.params.meta.Cloud Type 5 UJIKB.params.meta.Cloud Type 6 UJIKB.params.meta.Cloud Type 7 UJIKB.params.meta.Cloud Type 8 UJIKB.params.meta.Cloud Type 9 UJIKB.params.meta.Cloud Type 10 UJIKB.params.meta.Cloud Type 11 UJIKB.params.meta.Cloud Type 12 UJIKB.params.meta.Fill Flag 0 UJIKB.params.meta.Fill Flag 1 UJIKB.params.meta.Fill Flag 2 UJIKB.params.meta.Fill Flag 3 UJIKB.params.meta.Fill Flag 4 UJIKB.params.meta.Fill Flag 5 UJIKB.params.meta.Surface Albedo Units UJIKB.params.meta.Version  UJIKB.params.meta.latitude  UJIKB.params.meta.longitude  UJIKB.params.meta.altitude  UJIKB.params.meta.tz\n",
-      "0  <function standoff at 0x7f78403acf70>  <function solder_fatigue at 0x7f78403aca60>                      0.33  <function standoff at 0x7f78403acf70>                             Year  Month  Day  Hour  Minute  dni  dhi  ghi  \\\n",
-      "1999-01-01 00:30:00-07:00  1999      1    1     0      30  0.0  0.0  0.0   \n",
-      "1999-01-01 01:30:00-07:00  1999      1    1     1      30  0.0  0.0  0.0   \n",
-      "1999-01-01 02:30:00-07:00  1999      1    1     2      30  0.0  0.0  0.0   \n",
-      "1999-01-01 03:30:00-07:00  1999      1    1     3      30  0.0  0.0  0.0   \n",
-      "1999-01-01 04:30:00-07:00  1999      1    1     4      30  0.0  0.0  0.0   \n",
-      "...                         ...    ...  ...   ...     ...  ...  ...  ...   \n",
-      "1999-12-31 19:30:00-07:00  1999     12   31    19      30  0.0  0.0  0.0   \n",
-      "1999-12-31 20:30:00-07:00  1999     12   31    20      30  0.0  0.0  0.0   \n",
-      "1999-12-31 21:30:00-07:00  1999     12   31    21      30  0.0  0.0  0.0   \n",
-      "1999-12-31 22:30:00-07:00  1999     12   31    22      30  0.0  0.0  0.0   \n",
-      "1999-12-31 23:30:00-07:00  1999     12   31    23      30  0.0  0.0  0.0   \n",
-      "\n",
-      "                           temp_air  dew_point  wind_speed  relative_humidity  \n",
-      "1999-01-01 00:30:00-07:00       0.0       -5.0         1.8              79.39  \n",
-      "1999-01-01 01:30:00-07:00       0.0       -4.0         1.7              80.84  \n",
-      "1999-01-01 02:30:00-07:00       0.0       -4.0         1.5              82.98  \n",
-      "1999-01-01 03:30:00-07:00       0.0       -4.0         1.3              85.01  \n",
-      "1999-01-01 04:30:00-07:00       0.0       -4.0         1.3              85.81  \n",
-      "...                             ...        ...         ...                ...  \n",
-      "1999-12-31 19:30:00-07:00       0.0       -3.0         0.9              83.63  \n",
-      "1999-12-31 20:30:00-07:00       0.0       -3.0         1.2              86.82  \n",
-      "1999-12-31 21:30:00-07:00       0.0       -4.0         1.6              83.78  \n",
-      "1999-12-31 22:30:00-07:00       0.0       -4.0         1.7              81.22  \n",
-      "1999-12-31 23:30:00-07:00       0.0       -5.0         1.8              79.43  \n",
-      "\n",
-      "[8760 rows x 12 columns]                    NSRDB                        145809                      -                       -                         -                                 w/m2                                 w/m2                                 w/m2                                 c                        w/m2                        w/m2                        w/m2                                     Degree                                   c                             mbar                                         %                                         cm                                Degrees                                m/s                              N/A                          Clear                 Probably Clear                            Fog                          Water             Super-Cooled Water                          Mixed                     Opaque Ice                         Cirrus                    Overlapping                   Overshooting                         Unknown                            Dust                           Smoke                           N/A                 Missing Image                Low Irradiance              Exceeds Clearsky      Missing CLoud Properties            Rayleigh Violation                                    N/A                     3.0.6                       39.73                      -105.18                        1820                    -7  <function standoff at 0x7f78403acf70>  <function solder_fatigue at 0x7f78403aca60>                      0.33  <function standoff at 0x7f78403acf70>                             Year  Month  Day  Hour  Minute  dni  dhi  ghi  \\\n",
+      "                               KWRFI.job                                    MRFGY.job  MRFGY.params.wind_factor                              CXKHX.job                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     CXKHX.params.weather_df CXKHX.params.meta.Source CXKHX.params.meta.Location ID CXKHX.params.meta.City CXKHX.params.meta.State CXKHX.params.meta.Country CXKHX.params.meta.Clearsky DHI Units CXKHX.params.meta.Clearsky DNI Units CXKHX.params.meta.Clearsky GHI Units CXKHX.params.meta.Dew Point Units CXKHX.params.meta.DHI Units CXKHX.params.meta.DNI Units CXKHX.params.meta.GHI Units CXKHX.params.meta.Solar Zenith Angle Units CXKHX.params.meta.Temperature Units CXKHX.params.meta.Pressure Units CXKHX.params.meta.Relative Humidity Units CXKHX.params.meta.Precipitable Water Units CXKHX.params.meta.Wind Direction Units CXKHX.params.meta.Wind Speed Units CXKHX.params.meta.Cloud Type -15 CXKHX.params.meta.Cloud Type 0 CXKHX.params.meta.Cloud Type 1 CXKHX.params.meta.Cloud Type 2 CXKHX.params.meta.Cloud Type 3 CXKHX.params.meta.Cloud Type 4 CXKHX.params.meta.Cloud Type 5 CXKHX.params.meta.Cloud Type 6 CXKHX.params.meta.Cloud Type 7 CXKHX.params.meta.Cloud Type 8 CXKHX.params.meta.Cloud Type 9 CXKHX.params.meta.Cloud Type 10 CXKHX.params.meta.Cloud Type 11 CXKHX.params.meta.Cloud Type 12 CXKHX.params.meta.Fill Flag 0 CXKHX.params.meta.Fill Flag 1 CXKHX.params.meta.Fill Flag 2 CXKHX.params.meta.Fill Flag 3 CXKHX.params.meta.Fill Flag 4 CXKHX.params.meta.Fill Flag 5 CXKHX.params.meta.Surface Albedo Units CXKHX.params.meta.Version  CXKHX.params.meta.latitude  CXKHX.params.meta.longitude  CXKHX.params.meta.altitude  CXKHX.params.meta.tz\n",
+      "0  <function standoff at 0x7f63ace76b90>  <function solder_fatigue at 0x7f63ace76680>                      0.33  <function standoff at 0x7f63ace76b90>                             Year  Month  Day  Hour  Minute  dni  dhi  ghi  \\\n",
       "1999-01-01 00:30:00-07:00  1999      1    1     0      30  0.0  0.0  0.0   \n",
       "1999-01-01 01:30:00-07:00  1999      1    1     1      30  0.0  0.0  0.0   \n",
       "1999-01-01 02:30:00-07:00  1999      1    1     2      30  0.0  0.0  0.0   \n",
@@ -708,7 +682,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -728,57 +702,13 @@
        "            <div>\n",
        "                <h3>Pipeline</h3>\n",
        "                <div>\n",
-       "            <div id=\"BLHZH\" onclick=\"toggleVisibility('pipeline_BLHZH')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_BLHZH\" style=\"color: #b676c2;\">►</span> \n",
-       "                    standoff, <span style=\"color: #b676c2;\">#BLHZH</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_BLHZH\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: standoff</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div id=\"WCBOQ\" onclick=\"toggleVisibility('pipeline_WCBOQ')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_WCBOQ\" style=\"color: #b676c2;\">►</span> \n",
-       "                    solder_fatigue, <span style=\"color: #b676c2;\">#WCBOQ</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_WCBOQ\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: solder_fatigue</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"wind_factor\": 0.33\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div id=\"PUKRE\" onclick=\"toggleVisibility('pipeline_PUKRE')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_PUKRE\" style=\"color: #b676c2;\">►</span> \n",
-       "                    standoff, <span style=\"color: #b676c2;\">#PUKRE</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_PUKRE\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: standoff</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>Unserializable data type</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div id=\"MUDMB\" onclick=\"toggleVisibility('pipeline_MUDMB')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
+       "            <div id=\"KWRFI\" onclick=\"toggleVisibility('pipeline_KWRFI')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
        "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_MUDMB\" style=\"color: #b676c2;\">►</span> \n",
-       "                    standoff, <span style=\"color: #b676c2;\">#MUDMB</span>\n",
+       "                    <span id=\"arrow_pipeline_KWRFI\" style=\"color: #b676c2;\">►</span>\n",
+       "                    standoff, <span style=\"color: #b676c2;\">#KWRFI</span>\n",
        "                </h4>\n",
        "            </div>\n",
-       "            <div id=\"pipeline_MUDMB\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
+       "            <div id=\"pipeline_KWRFI\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
        "                <p>Job: standoff</p>\n",
        "                <p>Parameters:</p>\n",
        "                <div style=\"margin-left: 20px;\">\n",
@@ -786,13 +716,13 @@
        "                </div>\n",
        "            </div>\n",
        "            \n",
-       "            <div id=\"FOYEQ\" onclick=\"toggleVisibility('pipeline_FOYEQ')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
+       "            <div id=\"MRFGY\" onclick=\"toggleVisibility('pipeline_MRFGY')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
        "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_FOYEQ\" style=\"color: #b676c2;\">►</span> \n",
-       "                    solder_fatigue, <span style=\"color: #b676c2;\">#FOYEQ</span>\n",
+       "                    <span id=\"arrow_pipeline_MRFGY\" style=\"color: #b676c2;\">►</span>\n",
+       "                    solder_fatigue, <span style=\"color: #b676c2;\">#MRFGY</span>\n",
        "                </h4>\n",
        "            </div>\n",
-       "            <div id=\"pipeline_FOYEQ\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
+       "            <div id=\"pipeline_MRFGY\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
        "                <p>Job: solder_fatigue</p>\n",
        "                <p>Parameters:</p>\n",
        "                <div style=\"margin-left: 20px;\">\n",
@@ -802,13 +732,13 @@
        "                </div>\n",
        "            </div>\n",
        "            \n",
-       "            <div id=\"UJIKB\" onclick=\"toggleVisibility('pipeline_UJIKB')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
+       "            <div id=\"CXKHX\" onclick=\"toggleVisibility('pipeline_CXKHX')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
        "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_UJIKB\" style=\"color: #b676c2;\">►</span> \n",
-       "                    standoff, <span style=\"color: #b676c2;\">#UJIKB</span>\n",
+       "                    <span id=\"arrow_pipeline_CXKHX\" style=\"color: #b676c2;\">►</span>\n",
+       "                    standoff, <span style=\"color: #b676c2;\">#CXKHX</span>\n",
        "                </h4>\n",
        "            </div>\n",
-       "            <div id=\"pipeline_UJIKB\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
+       "            <div id=\"pipeline_CXKHX\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
        "                <p>Job: standoff</p>\n",
        "                <p>Parameters:</p>\n",
        "                <div style=\"margin-left: 20px;\">\n",
@@ -826,7 +756,7 @@
        "                \n",
        "            <div id=\"weather_data\" onclick=\"toggleVisibility('content_weather_data')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
        "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_content_weather_data\" style=\"color: #E6E6FA;\">►</span> \n",
+       "                    <span id=\"arrow_content_weather_data\" style=\"color: #E6E6FA;\">►</span>\n",
        "                    Weather Data\n",
        "                </h4>\n",
        "            </div>\n",
@@ -1098,25 +1028,13 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "The array tilt angle was not provided, therefore the latitude tilt of 25.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The array tilt angle was not provided, therefore the latitude tilt of 25.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 25.8 was used.\n",
       "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
       "The array tilt angle was not provided, therefore the latitude tilt of 25.8 was used.\n",
@@ -1140,183 +1058,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "BLHZH             x     T98_0    T98_inf\n",
+      "KWRFI             x     T98_0    T98_inf\n",
       "0  1.20347  74...\n",
-      "WCBOQ                                    WCBOQ\n",
+      "MRFGY                                    MRFGY\n",
       "0  4.562892\n",
-      "PUKRE              x      T98_0    T98_inf\n",
-      "0  2.008636 ...\n",
-      "MUDMB             x     T98_0    T98_inf\n",
-      "0  1.20347  74...\n",
-      "FOYEQ                                    FOYEQ\n",
-      "0  4.562892\n",
-      "UJIKB              x      T98_0    T98_inf\n",
+      "CXKHX              x      T98_0    T98_inf\n",
       "0  2.008636 ...\n",
       "dtype: object\n",
       "We can't see out data in here so we need to do another step\n",
       "\n",
-      "this is the list of all available frames in results : Index(['BLHZH', 'WCBOQ', 'PUKRE', 'MUDMB', 'FOYEQ', 'UJIKB'], dtype='object')\n",
+      "this is the list of all available frames in results : Index(['KWRFI', 'MRFGY', 'CXKHX'], dtype='object')\n",
       "\n",
-      "BLHZH\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
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-       "\n",
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-       "<table border=\"1\" class=\"dataframe\">\n",
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-       "      <td>1.20347</td>\n",
-       "      <td>74.00243</td>\n",
-       "      <td>50.322188</td>\n",
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-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "         x     T98_0    T98_inf\n",
-       "0  1.20347  74.00243  50.322188"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "WCBOQ\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
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-       "      <th>WCBOQ</th>\n",
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-       "0  4.562892"
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-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "PUKRE\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>x</th>\n",
-       "      <th>T98_0</th>\n",
-       "      <th>T98_inf</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>2.008636</td>\n",
-       "      <td>77.038644</td>\n",
-       "      <td>50.561112</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "          x      T98_0    T98_inf\n",
-       "0  2.008636  77.038644  50.561112"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "MUDMB\n"
+      "KWRFI\n"
      ]
     },
     {
@@ -1368,7 +1128,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "FOYEQ\n"
+      "MRFGY\n"
      ]
     },
     {
@@ -1392,7 +1152,7 @@
        "  <thead>\n",
        "    <tr style=\"text-align: right;\">\n",
        "      <th></th>\n",
-       "      <th>FOYEQ</th>\n",
+       "      <th>MRFGY</th>\n",
        "    </tr>\n",
        "  </thead>\n",
        "  <tbody>\n",
@@ -1405,7 +1165,7 @@
        "</div>"
       ],
       "text/plain": [
-       "      FOYEQ\n",
+       "      MRFGY\n",
        "0  4.562892"
       ]
      },
@@ -1416,7 +1176,7 @@
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "UJIKB\n"
+      "CXKHX\n"
      ]
     },
     {
@@ -1489,7 +1249,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 14,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1499,9 +1259,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "rd-tools",
+   "display_name": "rpp",
    "language": "python",
-   "name": "python3"
+   "name": "rpp"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1513,9 +1273,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.9"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Temperatrure.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Temperatrure.ipynb
index 71737e52..38163288 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Temperatrure.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Temperatrure.ipynb	
@@ -81,7 +81,7 @@
     }
    ],
    "source": [
-    "scene_temp = pvdeg.scenario.Scenario(\n",
+    "scene_temp = pvdeg.Scenario(\n",
     "    name= 'temperature and degradation',\n",
     "    api_key='DEMO_KEY',\n",
     "    email='user@mail.com',\n",
@@ -2361,9 +2361,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "rd-tools",
+   "display_name": "rpp",
    "language": "python",
-   "name": "python3"
+   "name": "rpp"
   },
   "language_info": {
    "codemirror_mode": {
@@ -2379,5 +2379,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }

From 085525d7d8f8bdb43cf895c89231be9bcb656a76 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 20 Sep 2024 18:49:48 -0600
Subject: [PATCH 043/109] scenario.py methods return fig, ax

---
 pvdeg/scenario.py | 16 ++++++++++++----
 1 file changed, 12 insertions(+), 4 deletions(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 57397d5f..a2d2d425 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1,5 +1,7 @@
 """Class to define an analysis scenario."""
 
+import matplotlib.axes
+import matplotlib.figure
 import pvdeg
 from pvdeg import utilities
 
@@ -1787,13 +1789,15 @@ def plot(self):
             "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
         )
 
+    import matplotlib
+
     def plot_coords(
         self,
         coord_1: Optional[tuple[float]] = None,
         coord_2: Optional[tuple[float]] = None,
         coords: Optional[np.ndarray[float]] = None,
         size: Union[int, float] = 1,
-    ):
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
         """
         Plot lat-long coordinate pairs on blank map. Quickly view
         geospatial datapoints before your analysis.
@@ -1852,7 +1856,7 @@ def plot_meta_classification(
         coord_2: Optional[tuple[float]] = None,
         coords: Optional[np.ndarray[float]] = None,
         size: Union[int, float] = 1,
-    ):
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
         """
         Plot classified lat-long coordinate pairs on map. Quicly view
         geospatial datapoints with binary classification in a meta_data
@@ -1937,7 +1941,7 @@ def plot_world(
         self,
         data_variable: str,
         cmap: str = "viridis",
-    ):
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
         da = (self.results)[data_variable]
 
         fig, ax = plt.subplots(
@@ -1956,6 +1960,8 @@ def plot_world(
         ax.add_feature(cfeature.LAKES, edgecolor="black")
         plt.show()
 
+        return fig, ax
+
     # test this
     def plot_USA(
         self,
@@ -1964,7 +1970,7 @@ def plot_USA(
         cmap: str = "viridis",
         vmin: Union[int, float] = 0,
         vmax: Optional[Union[int, float]] = None,
-    ):
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
         """
         Plot a vizualization of the geospatial scenario result.
         Only works on geospatial scenarios.
@@ -1998,6 +2004,8 @@ def plot_USA(
         fpath if fpath else [f"os.getcwd/{self.name}-{self.results[data_from_result]}"]
         fig.savefig()
 
+        return fig, ax
+
 
     def _check_set(self, iterable, to_check: set):
         """Check if iterable is a subset of to_check"""

From 0b1aa225608b773766289c8ddae188a1d6dc0c71 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 26 Sep 2024 10:56:29 -0600
Subject: [PATCH 044/109] Reset SR file, update params, docstring

---
 pvdeg/standards.py | 100 ++++++++++++++++++++++++++++++++++++++-------
 1 file changed, 85 insertions(+), 15 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index c3926f5d..9af91a65 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -778,12 +778,12 @@ def vertical_POA(
 
     return df_res
 
-# this may only work with PVGIS
 def pysam(
     weather_df: pd.DataFrame,
     meta: dict,
-    model: str,
-    model_default: str,
+    pv_model: str,
+    pv_model_default: str,
+    files: dict[str: str] = None,
     results: list[str] = None,
 ) -> dict:
     """
@@ -795,19 +795,85 @@ def pysam(
         DataFrame of weather data. As returned by ``pvdeg.weather.get``
     meta: dict
         Dictionary of metadata for the weather data. As returned by ``pvdeg.weather.get``
-    model: str
-        choose pySam module.
-
-            options: ``pvwatts8``, ``pysamv1``
+    pv_model: str
+        choose pySam photovoltaic system model. 
+        Some models are less thorough and run faster. 
+        pvwatts8 is ~50x faster than pysamv1 but only calculates 46 parameters while pysamv1 calculates 195.
+
+            options: ``pvwatts8``, ``pysamv1``, etc.
+
+    pv_model_default: str
+        choose pysam config for pv model. [Pysam Modules](https://nrel-pysam.readthedocs.io/en/main/ssc-modules.html)
+
+        On the docs some modules have availabile defaults listed. 
+
+        For example:  
+        [Pvwattsv8](https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html)
+        - "FuelCellCommercial"
+        - "FuelCellSingleOwner"
+        - "GenericPVWattsWindFuelCellBatteryHybridHostDeveloper"
+        - "GenericPVWattsWindFuelCellBatteryHybridSingleOwner"
+        - "PVWattsBatteryCommercial"
+        - "PVWattsBatteryHostDeveloper"
+        - "PVWattsBatteryResidential"
+        - "PVWattsBatteryThirdParty"
+        - "PVWattsWindBatteryHybridHostDeveloper"
+        - "PVWattsWindBatteryHybridSingleOwner"
+        - "PVWattsWindFuelCellBatteryHybridHostDeveloper"
+        - "PVWattsWindFuelCellBatteryHybridSingleOwner"
+        - "PVWattsAllEquityPartnershipFlip"
+        - "PVWattsCommercial"
+        - "PVWattsCommunitySolar"
+        - "PVWattsHostDeveloper"
+        - "PVWattsLCOECalculator"
+        - "PVWattsLeveragedPartnershipFlip"
+        - "PVWattsMerchantPlant"
+        - "PVWattsNone"
+        - "PVWattsResidential"
+        - "PVWattsSaleLeaseback"
+        - "PVWattsSingleOwner"
+        - "PVWattsThirdParty"
+
+        [Pvsamv1](https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html)
+        - "FlatPlatePVAllEquityPartnershipFlip"
+        - "FlatPlatePVCommercial"
+        - "FlatPlatePVHostDeveloper"
+        - "FlatPlatePVLCOECalculator"
+        - "FlatPlatePVLeveragedPartnershipFlip"
+        - "FlatPlatePVMerchantPlant"
+        - "FlatPlatePVNone"
+        - "FlatPlatePVResidential"
+        - "FlatPlatePVSaleLeaseback"
+        - "FlatPlatePVSingleOwner"
+        - "FlatPlatePVThirdParty"
+        - "PVBatteryAllEquityPartnershipFlip"
+        - "PVBatteryCommercial"
+        - "PVBatteryHostDeveloper"
+        - "PVBatteryLeveragedPartnershipFlip"
+        - "PVBatteryMerchantPlant"
+        - "PVBatteryResidential"
+        - "PVBatterySaleLeaseback"
+        - "PVBatterySingleOwner"
+        - "PVBatteryThirdParty"
+        - "PhotovoltaicWindBatteryHybridHostDeveloper"
+        - "PhotovoltaicWindBatteryHybridSingleOwner"
 
     results: list[str]
-        list of strings corresponding to pysam outputs.
+        list of strings corresponding to pysam outputs to return.
+        Pysam models such as `Pvwatts8` and `Pvsamv1` return hundreds of results.
+        So we can chose to take only the specified results while throwing away the others.
+
+        To grab only 'annual_energy' and 'ac' from the model results. 
+
+        >>> results = ['annual_energy', 'ac']
+
+        This may cause some undesired behavior with geospatial calculations if the lengths of the results within the list are different. 
 
     Returns
     -------
     pysam_res: dict
-        dictionary of outputs
-
+        dictionary of outputs. Keys are result name and value is the corresponding result. 
+        If `results` is not specified, the dictionary will contain every calculation from the model.
     """
     import PySAM.Pvwattsv8 as pv8
     import PySAM.Pvsamv1 as pv1
@@ -834,12 +900,16 @@ def pysam(
 
     # https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html
     # https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html
-    if model == "pvwatts8": 
-        pysam_model = pv8.default(model_default) # PVWattsCommercial
-    elif model == "pysamv1":
-        pysam_model = pv1.default(model_default) # FlatPlatePVCommercial
+    if pv_model == "pvwatts8": 
+        pysam_model = pv8.default(pv_model_default) # PVWattsCommercial
+    elif pv_model == "pysamv1":
+        pysam_model = pv1.default(pv_model_default) # FlatPlatePVCommercial
+
+    pysam_model.unassign('solar_resource_file') # unassign file
 
-    pysam_model.SolarResource.solar_resource_data = solar_resource
+    # Duplicate Columns in the dataframe seem to cause this issue
+    # Error (-4) converting nested tuple 0 into row in matrix.
+    pysam_model.SolarResource.solar_resource_data = solar_resource 
     pysam_model.execute()
     outputs = pysam_model.Outputs.export()
 

From 4b754a0e527f910ef481c58c0aecd55f1455682e Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 27 Sep 2024 14:23:53 -0600
Subject: [PATCH 045/109] Update docstring (unimplemented feature)

---
 pvdeg/standards.py | 50 +++++++++++++++++++++++++++++++++++++++++++---
 1 file changed, 47 insertions(+), 3 deletions(-)

diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 9af91a65..7c0b93c4 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -671,7 +671,6 @@ def vertical_POA(
     lcoa_nom : float [cents/kWh]
         LCOE Levelized cost of energy nominal
     """
-    return
 
     import PySAM
     import PySAM.Pvsamv1 as PV
@@ -783,7 +782,10 @@ def pysam(
     meta: dict,
     pv_model: str,
     pv_model_default: str,
-    files: dict[str: str] = None,
+    # grid_default: str,
+    # cashloan_default: str,
+    # utilityrate_default: str,
+    config_files: dict[str: str] = None,
     results: list[str] = None,
 ) -> dict:
     """
@@ -803,7 +805,7 @@ def pysam(
             options: ``pvwatts8``, ``pysamv1``, etc.
 
     pv_model_default: str
-        choose pysam config for pv model. [Pysam Modules](https://nrel-pysam.readthedocs.io/en/main/ssc-modules.html)
+        pysam config for pv model. [Pysam Modules](https://nrel-pysam.readthedocs.io/en/main/ssc-modules.html)
 
         On the docs some modules have availabile defaults listed. 
 
@@ -858,6 +860,40 @@ def pysam(
         - "PhotovoltaicWindBatteryHybridHostDeveloper"
         - "PhotovoltaicWindBatteryHybridSingleOwner"
 
+    grid_default: str
+
+        pysam default config for grid model. [Grid Defaults](https://nrel-pysam.readthedocs.io/en/main/modules/Grid.html)
+
+    cashloan_default: str
+
+        pysam default config for cashloan model. [Cashloan Defaults](https://nrel-pysam.readthedocs.io/en/main/modules/Cashloan.html)  
+        - "FlatPlatePVCommercial"  
+        - "FlatPlatePVResidential"  
+        - "PVBatteryCommercial"  
+        - "PVBatteryResidential"  
+        - "PVWattsBatteryCommercial"  
+        - "PVWattsBatteryResidential"  
+        - "PVWattsCommercial"  
+        - "PVWattsResidential"  
+
+    utiltityrate_default: str
+
+        pysam default config for utilityrate5 model. [Utilityrate5 Defaults](https://nrel-pysam.readthedocs.io/en/main/modules/Utilityrate5.html())
+
+    config_files: dict
+        SAM configuration files. A dictionary containing a mapping to filepaths.
+
+        Keys must be `'pv', 'grid', 'utilityrate', 'cashloan'`. Each key should contain a value as a string representing the file path to a SAM config file. 
+
+        ```
+        files = {
+            'pv' : 'example/path/1/pv-file.json'
+            'grid' : 'example/path/1/grid-file.json'
+            'utilityrate' : 'example/path/1/utilityrate-file.json'
+            'cashloan' : 'example/path/1/cashloan-file.json'
+        }
+        ```
+
     results: list[str]
         list of strings corresponding to pysam outputs to return.
         Pysam models such as `Pvwatts8` and `Pvsamv1` return hundreds of results.
@@ -877,6 +913,9 @@ def pysam(
     """
     import PySAM.Pvwattsv8 as pv8
     import PySAM.Pvsamv1 as pv1
+    import PySAM.Grid as Grid
+    import PySAM.Utilityrate5 as UtilityRate
+    import PySAM.Cashloan as Cashloan
     import json
 
     weather_df = utilities.add_time_columns_tmy(weather_df=weather_df)
@@ -907,6 +946,11 @@ def pysam(
 
     pysam_model.unassign('solar_resource_file') # unassign file
 
+    # grid = Grid.from_existing(pv_model)
+    # utility_rate = UtilityRate.from_existing(pv_model)
+    # cashloan = Cashloan.from_existing(grid, 'FlatPlatePVCommercial')
+
+
     # Duplicate Columns in the dataframe seem to cause this issue
     # Error (-4) converting nested tuple 0 into row in matrix.
     pysam_model.SolarResource.solar_resource_data = solar_resource 

From 127016b9a8f15468150095a9ad6eab46a30d3774 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 27 Sep 2024 15:18:27 -0600
Subject: [PATCH 046/109] GeospatialScenario Display Fixes

---
 pvdeg/scenario.py | 75 ++++++++++++++++++++++++-----------------------
 1 file changed, 38 insertions(+), 37 deletions(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index a2d2d425..dbdde88e 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -791,7 +791,7 @@ def plot(
         start_time: Optional[dt] = None,
         end_time: Optional[dt] = None,
         title: str = "",
-    ) -> None:
+    ) -> tuple:
         """
         Plot scenario results along an axis using `Scenario.extract`
 
@@ -843,7 +843,8 @@ def plot(
 
         Returns:
         -------
-        None
+        fig, ax: tuple
+            matplotlib figure and axis objects
 
         See Also:
         ---------
@@ -865,6 +866,8 @@ def plot(
         ax.set_title(f"{self.name} : {title}")
         plt.show()
 
+        return fig, ax
+
     def _ipython_display_(self):
         file_url = "no file provided" 
         if self.path:
@@ -1105,7 +1108,12 @@ def __init__(
         self.hpc = hpc
 
     def __eq__(self, other):
-        raise NotImplementedError("cannot directly compare geospatial scenario objects")
+        raise NotImplementedError("""
+            Cannot directly compare pvdeg.GeospatialScenario objects
+            due to larger than memory/out of memory datasets stored in 
+            GeospatialScenario.weather_data attribute.
+            """)
+                                 
 
     # add restoring from gids functionality from nsrdb
     def addLocation(
@@ -1180,7 +1188,6 @@ def addLocation(
             "attributes": nsrdb_attributes,
         }
 
-        # nsrdb_fp = r"/datasets/NSRDB" # kestrel directory
         geo_weather, geo_meta = pvdeg.weather.get(
             weather_db, geospatial=True, **weather_arg
         )
@@ -1222,10 +1229,8 @@ def addLocation(
 
             self._check_set(county, set(geo_meta["county"]))
             geo_meta = geo_meta[geo_meta["county"].isin(county)]
-
         # ======================================================
 
-
         geo_meta, geo_gids = pvdeg.utilities.gid_downsampling(
             geo_meta, downsample_factor
         )
@@ -2065,11 +2070,11 @@ def _ipython_display_(self):
             </div>
             <div>
                 <h3>Weather Dataset</h3>
-                {self.format_weather()}
+                {self.format_geo_weather()}
             </div>
             <div>
                 <h3>Meta Dataframe</h3>
-                {self.format_meta()}
+                {self.format_geo_meta()}
             </div>
         </div>
         <script>
@@ -2109,35 +2114,10 @@ def format_results(self):
         results_html += "</div>"
         return results_html
 
-    def format_meta(self):
+    def format_geo_meta(self):
         meta_data_html = ""
-        if isinstance(self.meta_data, pd.DataFrame):
-            if len(self.meta_data) > 10:
-                first_five = self.meta_data.head(5)
-                last_five = self.meta_data.tail(5)
-                ellipsis_row = pd.DataFrame(
-                    [["..."] * len(self.meta_data.columns)],
-                    columns=self.meta_data.columns,
-                )
 
-                # Create the custom index with ellipses
-                custom_index = np.concatenate(
-                    [
-                        np.arange(0, 5, dtype=object).astype(str),
-                        ["..."],
-                        np.arange(
-                            len(self.meta_data) - 5, len(self.meta_data), dtype=object
-                        ).astype(str),
-                    ]
-                )
-
-                # Concatenate the DataFrames
-                display_data = pd.concat(
-                    [first_five, ellipsis_row, last_five], ignore_index=True
-                )
-                display_data.index = custom_index
-            else:
-                display_data = self.meta_data
+        if self.meta_data is not None:
 
             meta_data_html = f"""
             <div id="meta_data" onclick="toggleVisibility('content_meta_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
@@ -2146,8 +2126,29 @@ def format_meta(self):
                     Meta Data
                 </h4>
             </div>
-            <div id="content_meta_data" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
-                {display_data.to_html()}
+            <div id="content_meta_data" style="display:none; margin-left: 20px; padding: 5px;">
+                {self.meta_data._repr_html_()}
             </div>
             """
+
         return meta_data_html
+
+    def format_geo_weather(self):
+        weather_data_html = ""
+
+        if self.weather_data is not None:
+
+            weather_data_html = f"""
+            <div id="weather_data" onclick="toggleVisibility('content_weather_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_weather_data" style="color: #b676c2;">►</span>
+                    Weather Data
+                </h4>
+            </div>
+            <div>
+            <div id="content_weather_data" style="display:none; margin-left: 20px; padding: 5px>
+                {self.weather_data._repr_html_()}
+            </div>
+            """
+
+        return weather_data_html
\ No newline at end of file

From bedfc8d47ed995cf8259ae869171f24d8d4dfb03 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Mon, 30 Sep 2024 14:43:23 -0600
Subject: [PATCH 047/109] Fix: Downselection Normalization

---
 pvdeg/geospatial.py                           |  2 +-
 pvdeg/scenario.py                             |  4 +-
 pvdeg/utilities.py                            | 42 +++++++++++++------
 ...rm Mountain Prefferential Downselect.ipynb | 37 +++++++++-------
 4 files changed, 56 insertions(+), 29 deletions(-)

diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index a43f73ee..c9cb0d2c 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -898,7 +898,7 @@ def elevation_stochastic_downselect(
         Options : `'mean'`, `'sum'`, `'median'`
     normalization : str, (default = 'linear')
         function to apply when normalizing weights. Logarithmic uses log_e/ln
-        options : `'linear'`, `'logarithmic'`, '`exponential'`
+        options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
 
     Returns:
     --------
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index dbdde88e..aab8afae 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1468,8 +1468,8 @@ def downselect_elevation_stochastic(
             method to calculate elevation weights for each point.
             Options : `'mean'`, `'sum'`, `'median'`
         normalization : str, (default = 'linear')
-            function to apply when normalizing weights. Logarithmic uses log_e/ln
-            options : `'linear'`, `'logarithmic'`, '`exponential'`
+            function to apply when normalizing weights. Logarithmic uses $log_e$, $ln$
+            options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
 
         Returns:
         --------
diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index b4a8c826..1d2d1788 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -1065,6 +1065,16 @@ def _add_cartopy_features(
         else:
             ax.add_feature(i)
 
+def linear_normalize(array: np.ndarray)->np.ndarray:
+    """
+    Normalize a non-negative input array.
+    """
+
+    return np.divide(
+        np.subtract(array, np.min(array)),
+        np.subtract(np.max(array), np.min(array)),
+    )
+
 
 def _calc_elevation_weights(
     elevations: np.array,
@@ -1091,7 +1101,7 @@ def _calc_elevation_weights(
         Options : `'mean'`, `'sum'`, `'median'`
     normalization : str, (default = 'linear')
         function to apply when normalizing weights. Logarithmic uses log_e/ln
-        options : `'linear'`, `'logarithmic'`, '`exponential'`
+        options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
     kdtree : sklearn.neighbors.KDTree or str
         kdtree containing latitude-longitude pairs for quick lookups
         Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
@@ -1119,19 +1129,27 @@ def _calc_elevation_weights(
             delta = np.median(delta_elevation)
         weights[i] = delta
 
+    linear_weights = linear_normalize(weights)
+
     if normalization == "linear":
-        pass  # do nothing
-    elif normalization == "exponential":
-        weights = np.exp(weights)
-    elif normalization == "logarithmic":
-        weights = np.log(weights)
-
-    normalized_weights = np.divide(
-        np.subtract(weights, np.min(weights)),
-        np.subtract(np.max(weights), np.min(weights)),
-    )
+        return linear_weights
+
+    if normalization == "invert-linear":
+        return 1 - linear_weights
+
+    elif normalization == "exp":
+        return linear_normalize(np.exp(linear_weights))
 
-    return normalized_weights
+    elif normalization == "log":
+        # add 1 to shift the domain right so results of log will be positive
+        # there may be a better way to do this, the value wont be properly normalized between 0 and 1
+        return linear_normalize(np.log(linear_weights + 1)) 
+
+    raise ValueError(f"""
+        normalization method: {normalization} does not exist.
+        must be: "linear", "exp", "log"
+        """
+    )
 
 
 def fix_metadata(meta):
diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb
index d6a8c13a..aa289f1d 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb	
@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -87,15 +87,6 @@
     ")"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Downselecting\n",
-    "\n",
-    "Using weighted random choices based on elevation we will create a sparse grid from the full metadata for fast calculations. This requires sklearn to be installed but this is not in the `pvdeg` dependency list to you will have to install it seperately."
-   ]
-  },
   {
    "cell_type": "code",
    "execution_count": 4,
@@ -298,9 +289,26 @@
     "dynamic_points.meta_data"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Downselecting\n",
+    "\n",
+    "Using weighted random choices based on elevation we will create a sparse grid from the full metadata for fast calculations. This requires sklearn to be installed but this is not in the `pvdeg` dependency list to you will have to install it seperately.\n",
+    "\n",
+    "### Normalization\n",
+    "\n",
+    "At each metadata point in our dataset we will calculate a weight based on its changes in elevation compared to its neighbors. The higher the weight, the greater the change in elevation from a point's immediate neighbors. The downselection methods and functions use these weights to randomly select a subset of the datapoints, prefferentially selecting those with higher weights. \n",
+    "\n",
+    "We have some control over which points get selected because all points' weights must be normalized (mapped from 0 to 1) before downselecting. We can apply a function such as $e^x$ or $\\log x$ to the weights during normalization. This could help change the distribution of weights that are chosen. This could remove points from the mountains and add them to areas with fewer changes in elevation, or vice versa.\n",
+    "\n",
+    "*Note: `pvdeg`'s downselection functions use `numpy.random`, the random seed is not fixed so the result will change between runs.*"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -309,17 +317,18 @@
     "dynamic_points.downselect_elevation_stochastic(\n",
     "    kdtree=west_tree,\n",
     "    downselect_prop=0.1,\n",
+    "    normalization=\"linear\",\n",
     ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
@@ -334,7 +343,7 @@
        " <GeoAxes: title={'center': \"Coordinate Pairs from 'dynamic-selection' Meta Data\"}>)"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }

From 87d744fd13cf46bb6ce1d59196c4d9a31dcad9c1 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Mon, 30 Sep 2024 15:02:13 -0600
Subject: [PATCH 048/109] Fix: Standoff Tool GeospatialScenario

---
 .../Tools - Module Standoff for IEC TS 63126.ipynb              | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tutorials_and_tools/tutorials_and_tools/Tools - Module Standoff for IEC TS 63126.ipynb b/tutorials_and_tools/tutorials_and_tools/Tools - Module Standoff for IEC TS 63126.ipynb
index a88a81a7..9f8e068a 100644
--- a/tutorials_and_tools/tutorials_and_tools/Tools - Module Standoff for IEC TS 63126.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Tools - Module Standoff for IEC TS 63126.ipynb	
@@ -577,7 +577,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "geospatial_standoff_scenario = pvdeg.scenario.Geospatial_Scenario(\n",
+    "geospatial_standoff_scenario = pvdeg.Geospatial_Scenario(\n",
     "    name='standoff geospatial',\n",
     "    geospatial = True,\n",
     ") "

From 1140561b255a8893b9a38dfc5247a01a6b9634c6 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Thu, 10 Oct 2024 11:19:32 -0600
Subject: [PATCH 049/109] material jsons access utilities

---
 pvdeg/utilities.py | 127 +++++++++++++++++++++++++++++++++++++++++++--
 1 file changed, 124 insertions(+), 3 deletions(-)

diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index 3ed5cc5a..9450bf63 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -492,8 +492,7 @@ def convert_tmy(file_in, file_out="h5_from_tmy.h5"):
         )
 
 
-# previously: fname="materials.json"
-# add control over what parameters (O2, H2, AA)?
+### DEPRECATE ###
 def _read_material(name, fname="O2permeation.json"):
     """
     read a material from materials.json and return the parameter dictionary
@@ -1293,6 +1292,7 @@ def compare_templates(
 
     return True
 
+<<<<<<< Updated upstream
 def merge_sparse(files: list[str])->xr.Dataset:
     """
     Merge an arbitrary number of geospatial analysis results. 
@@ -1337,4 +1337,125 @@ def merge_sparse(files: list[str])->xr.Dataset:
         for var in ds.data_vars:
             merged_ds[var].values[np.ix_(lat_inds, lon_inds)] = ds[var].values
 
-    return merged_ds
\ No newline at end of file
+    return merged_ds
+=======
+
+def display_json(file_path: str) -> None:
+    """
+    Interactively view a 2 level JSON file in a JupyterNotebook
+
+    Parameters:
+    ------------
+    fp: str
+        file path
+    """
+    from IPython.display import display, HTML
+
+    with open(file_path, 'r') as file:
+        data = json.load(file)
+
+    def json_to_html(data):
+        json_str = json.dumps(data, indent=2)
+        for key in data.keys():
+            json_str = json_str.replace(f'"{key}":', f'<span style="color: plum;">"{key}":</span>')
+        
+        indented_html = '<br>'.join([' ' * 4 + line for line in json_str.splitlines()])
+        return f'<pre style="color: white; background-color: black; padding: 10px; border-radius: 5px;">{indented_html}</pre>'
+
+    html = f'<h2 style="color: white;">JSON Output at fp: {file_path}</h2><div>'
+    for key, value in data.items():
+        html += (
+            f'<div>'
+            f'<strong style="color: white;">{key}:</strong> '
+            f'<span onclick="this.nextElementSibling.style.display = this.nextElementSibling.style.display === \'none\' ? \'block\' : \'none\'" style="cursor: pointer; color: white;">&#9660;</span>'
+            f'<div style="display: none;">{json_to_html(value)}</div>'
+            f'</div>'
+        )
+    html += '</div>'
+
+    # Display the HTML
+    display(HTML(html))
+
+def search_json(fp: str, name_or_alias: str):
+    """
+    Search through a 2 level JSON with arbitrary key names for subkeys with matching attributes of name or alias.
+
+    Parameters:
+    ------------
+    fp: str
+        file path
+    name_or_alias: str
+        searches for matching subkey value in either `name` or `alias` attributes. exits on the first matching instance.
+
+    Returns:
+    ---------
+    jsonkey: any
+        arbitrary key from json that owns the matching subattribute of `name` or `alias`.
+    """
+
+    with open(fp, "r") as file:
+        data = json.load(file)
+
+    for key, subdict in data.items():
+        if "name" in subdict and "alias" in subdict:
+            if (subdict["name"] == name_or_alias or subdict["alias"] == name_or_alias):
+                return key
+
+    raise ValueError(f"name_or_alias: {name_or_alias} not in JSON at {fp}")
+
+
+
+
+
+
+def read_material(
+    pvdeg_file: str = None, 
+    fp: str = None, 
+    key: str = None,
+    parameters: list[str] = None,
+)-> dict:
+    """
+    Read material parameters from a `pvdeg/data` file or JSON file path.
+
+    Parameters
+    -----------
+    pvdeg_file: str
+        keyword for material json file in `pvdeg/data`. Options:
+        >>> "AApermeation", "H2Opermeation", "O2permeation"
+    fp: str
+        file path to material parameters json with same schema as material parameters json files in `pvdeg/data`. `fp` will override `pvdeg_file` if both are provided.
+    key: str
+        key corresponding to specific material in the file. In the pvdeg files these have arbitrary names. Inspect the files or use `display_json` or `search_json` to identify the key for desired material.
+    parameters: list[str]
+        parameters to grab from the file at index key. If none, will grab all items at index key. the elements in parameters must match the keys in the json exactly or the output value for the specific key/parameter in the retunred dict will be `None`.
+
+    Returns
+    --------
+    material: dict
+        dictionary of material parameters from the seleted file at the index key.
+    """
+
+    # these live in the `pvdeg/data` folder
+    pvdeg_datafiles = { 
+        "AApermeation": os.path.join(DATA_DIR, "AApermeation.json"),
+        "H2Opermeation": os.path.join(DATA_DIR, "H2Opermeation.json"),
+        "O2permeation": os.path.join(DATA_DIR, "O2permeation.json"),
+    }
+
+    if pvdeg_file:
+        try:
+            fp = pvdeg_datafiles[pvdeg_file]
+        except KeyError:
+            raise KeyError(f"{pvdeg_file} does not exist in pvdeg/data. Options are {pvdeg_datafiles.keys()}")
+
+    with open(fp, "r") as file:
+        data = json.load(file)
+
+    # take subdict from file
+    material_dict = data[key] 
+    
+    if parameters:
+        material_dict = {k: material_dict.get(k, None) for k in parameters} 
+
+    return material_dict
+>>>>>>> Stashed changes

From e692ae8db827ccb43985e45d7dfbae008e64379b Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Thu, 10 Oct 2024 12:13:24 -0600
Subject: [PATCH 050/109] Testing

---
 pvdeg/temperature.py    |   8 +-
 pvdeg/utilities.py      |  73 ++++++----
 tests/sandbox.ipynb     | 300 +++++++++++++++++++++++++++++++++++++++-
 tests/test_utilities.py |  96 +++++++++++++
 4 files changed, 444 insertions(+), 33 deletions(-)

diff --git a/pvdeg/temperature.py b/pvdeg/temperature.py
index ba500472..00352685 100644
--- a/pvdeg/temperature.py
+++ b/pvdeg/temperature.py
@@ -196,7 +196,7 @@ def cell(
     Calculate the PV cell temperature using PVLIB
     Currently this only supports the SAPM temperature model.
 
-    Parameters:
+    Parameters
     -----------
     weather_df : (pd.dataframe)
         Data Frame with minimum requirements of 'temp_air' and 'wind_speed'
@@ -304,7 +304,7 @@ def temperature(
     Calculate the PV cell or module temperature using PVLIB
     Current supports the following temperature models:
 
-    Parameters:
+    Parameters
     -----------
     cell_or_mod : (str)
         choose to calculate the cell or module temperature. Use
@@ -347,12 +347,12 @@ def temperature(
         keyword argument dictionary used for the pvlib temperature model calculation.
         See https://pvlib-python.readthedocs.io/en/stable/reference/pv_modeling/temperature.html for more.
 
-    Return:
+    Return
     -------
     temp_cell : pandas.DataFrame
         This is the temperature of the cell in a module at every time step.[°C]
 
-    References:
+    References
     -----------
     R. Rabbani, M. Zeeshan, "Exploring the suitability of MERRA-2 reanalysis data for wind energy
         estimation, analysis of wind characteristics and energy potential assessment for selected
diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index 9450bf63..c4413a5f 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -13,6 +13,15 @@
 from subprocess import run
 import cartopy.feature as cfeature
 
+
+# A mapping to simplify access to files stored in `pvdeg/data`
+pvdeg_datafiles = { 
+    "AApermeation": os.path.join(DATA_DIR, "AApermeation.json"),
+    "H2Opermeation": os.path.join(DATA_DIR, "H2Opermeation.json"),
+    "O2permeation": os.path.join(DATA_DIR, "O2permeation.json"),
+}
+
+
 def gid_downsampling(meta, n):
     """
     Downsample the NSRDB GID grid by a factor of n
@@ -1292,7 +1301,6 @@ def compare_templates(
 
     return True
 
-<<<<<<< Updated upstream
 def merge_sparse(files: list[str])->xr.Dataset:
     """
     Merge an arbitrary number of geospatial analysis results. 
@@ -1338,20 +1346,31 @@ def merge_sparse(files: list[str])->xr.Dataset:
             merged_ds[var].values[np.ix_(lat_inds, lon_inds)] = ds[var].values
 
     return merged_ds
-=======
 
-def display_json(file_path: str) -> None:
+def display_json(
+    pvdeg_file: str = None, 
+    fp: str = None, 
+    ) -> None:
     """
     Interactively view a 2 level JSON file in a JupyterNotebook
 
     Parameters:
     ------------
+    pvdeg_file: str
+        keyword for material json file in `pvdeg/data`. Options:
+        >>> "AApermeation", "H2Opermeation", "O2permeation"
     fp: str
-        file path
+        file path to material parameters json with same schema as material parameters json files in `pvdeg/data`.  `pvdeg_file` will override `fp` if both are provided.
     """
     from IPython.display import display, HTML
 
-    with open(file_path, 'r') as file:
+    if pvdeg_file:
+        try:
+            fp = pvdeg_datafiles[pvdeg_file]
+        except KeyError:
+            raise KeyError(f"{pvdeg_file} does not exist in pvdeg/data. Options are {pvdeg_datafiles.keys()}")
+
+    with open(fp, 'r') as file:
         data = json.load(file)
 
     def json_to_html(data):
@@ -1362,7 +1381,7 @@ def json_to_html(data):
         indented_html = '<br>'.join([' ' * 4 + line for line in json_str.splitlines()])
         return f'<pre style="color: white; background-color: black; padding: 10px; border-radius: 5px;">{indented_html}</pre>'
 
-    html = f'<h2 style="color: white;">JSON Output at fp: {file_path}</h2><div>'
+    html = f'<h2 style="color: white;">JSON Output at fp: {fp}</h2><div>'
     for key, value in data.items():
         html += (
             f'<div>'
@@ -1376,23 +1395,37 @@ def json_to_html(data):
     # Display the HTML
     display(HTML(html))
 
-def search_json(fp: str, name_or_alias: str):
+
+def search_json(
+    pvdeg_file: str = None, 
+    fp: str = None, 
+    name_or_alias: str = None,
+    )-> str:
     """
     Search through a 2 level JSON with arbitrary key names for subkeys with matching attributes of name or alias.
 
-    Parameters:
+    Parameters
     ------------
+    pvdeg_file: str
+        keyword for material json file in `pvdeg/data`. Options:
+        >>> "AApermeation", "H2Opermeation", "O2permeation"
     fp: str
-        file path
+        file path to material parameters json with same schema as material parameters json files in `pvdeg/data`. `pvdeg_file` will override `fp` if both are provided.
     name_or_alias: str
         searches for matching subkey value in either `name` or `alias` attributes. exits on the first matching instance.
 
-    Returns:
+    Returns
     ---------
-    jsonkey: any
+    jsonkey: str
         arbitrary key from json that owns the matching subattribute of `name` or `alias`.
     """
 
+    if pvdeg_file:
+        try:
+            fp = pvdeg_datafiles[pvdeg_file]
+        except KeyError:
+            raise KeyError(rf"{pvdeg_file} does not exist in pvdeg/data. Options are {pvdeg_datafiles.keys()}")
+
     with open(fp, "r") as file:
         data = json.load(file)
 
@@ -1401,12 +1434,7 @@ def search_json(fp: str, name_or_alias: str):
             if (subdict["name"] == name_or_alias or subdict["alias"] == name_or_alias):
                 return key
 
-    raise ValueError(f"name_or_alias: {name_or_alias} not in JSON at {fp}")
-
-
-
-
-
+    raise ValueError(rf"name_or_alias: {name_or_alias} not in JSON at {os.path(fp)}")
 
 def read_material(
     pvdeg_file: str = None, 
@@ -1423,7 +1451,7 @@ def read_material(
         keyword for material json file in `pvdeg/data`. Options:
         >>> "AApermeation", "H2Opermeation", "O2permeation"
     fp: str
-        file path to material parameters json with same schema as material parameters json files in `pvdeg/data`. `fp` will override `pvdeg_file` if both are provided.
+        file path to material parameters json with same schema as material parameters json files in `pvdeg/data`. `pvdeg_file` will override `fp` if both are provided.
     key: str
         key corresponding to specific material in the file. In the pvdeg files these have arbitrary names. Inspect the files or use `display_json` or `search_json` to identify the key for desired material.
     parameters: list[str]
@@ -1436,12 +1464,6 @@ def read_material(
     """
 
     # these live in the `pvdeg/data` folder
-    pvdeg_datafiles = { 
-        "AApermeation": os.path.join(DATA_DIR, "AApermeation.json"),
-        "H2Opermeation": os.path.join(DATA_DIR, "H2Opermeation.json"),
-        "O2permeation": os.path.join(DATA_DIR, "O2permeation.json"),
-    }
-
     if pvdeg_file:
         try:
             fp = pvdeg_datafiles[pvdeg_file]
@@ -1457,5 +1479,4 @@ def read_material(
     if parameters:
         material_dict = {k: material_dict.get(k, None) for k in parameters} 
 
-    return material_dict
->>>>>>> Stashed changes
+    return material_dict
\ No newline at end of file
diff --git a/tests/sandbox.ipynb b/tests/sandbox.ipynb
index 0ec2d666..8a9ed667 100644
--- a/tests/sandbox.ipynb
+++ b/tests/sandbox.ipynb
@@ -419,7 +419,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 17,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -590,6 +590,7 @@
     "from pvdeg.scenario import Scenario\n",
     "from pvdeg.standards import standoff\n",
     "from pvdeg import TEST_DATA_DIR\n",
+    "import pvdeg\n",
     "import json\n",
     "import pandas as pd\n",
     "import pytest\n",
@@ -624,11 +625,304 @@
     "\n",
     "    assert a == restored"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pvdeg.utilities.pvdeg_datafiles"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def test_read_material_special():\n",
+    "\n",
+    "    template_material = pvdeg.utilities.read_material(pvdeg_file=\"AApermeation\", key=\"AA000\")\n",
+    "\n",
+    "    assert len(template_material) == 1\n",
+    "    assert \"comment\" in template_material\n",
+    "\n",
+    "test_read_material_special()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "template_material = pvdeg.utilities.read_material(pvdeg_file=\"AApermeation\", key=\"AA000\")\n",
+    "\n",
+    "[type(x) for x in template_material.values()][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def test_read_material_normal():\n",
+    "\n",
+    "    res = {\n",
+    "        'name': 'ST504', \n",
+    "        'alias': 'PET1', \n",
+    "        'contributor': 'Michael Kempe', \n",
+    "        'source': 'unpublished measurements', \n",
+    "        'Fickian': True,\n",
+    "        'Ead': 47.603, \n",
+    "        'Do': 0.554153, \n",
+    "        'Eas': -11.5918, \n",
+    "        'So': 9.554366e-07, \n",
+    "        'Eap': 34.2011, \n",
+    "        'Po': 2128.8937\n",
+    "    }\n",
+    "\n",
+    "    template_material = pvdeg.utilities.read_material(pvdeg_file=\"O2permeation\", key=\"OX002\")\n",
+    "\n",
+    "    assert template_material == res\n",
+    "\n",
+    "test_read_material_normal()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def test_read_material_fewer_params():\n",
+    "\n",
+    "    res = {\n",
+    "        'name': 'ST504', \n",
+    "        'Fickian': True,\n",
+    "    }\n",
+    "\n",
+    "    template_material = pvdeg.utilities.read_material(pvdeg_file=\"O2permeation\", key=\"OX002\", parameters=[\"name\", \"Fickian\"])\n",
+    "\n",
+    "    assert template_material == res\n",
+    "\n",
+    "test_read_material_fewer_params()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def test_read_material_extra_params():\n",
+    "\n",
+    "    res = {\n",
+    "        'namenotindict1': None,\n",
+    "        'namenotindict2': None,\n",
+    "    }\n",
+    "\n",
+    "    template_material = pvdeg.utilities.read_material(pvdeg_file=\"O2permeation\", key=\"OX002\", parameters=[\"namenotindict1\", \"namenotindict2\"])\n",
+    "\n",
+    "    assert template_material == res\n",
+    "\n",
+    "\n",
+    "test_read_material_extra_params()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def test_search_json():\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# pvdeg_file should override fp if both are provided\n",
+    "def test_read_material_fp_override():\n",
+    "\n",
+    "    res = {\n",
+    "        'name': 'ST504', \n",
+    "        'alias': 'PET1', \n",
+    "        'contributor': 'Michael Kempe', \n",
+    "        'source': 'unpublished measurements', \n",
+    "        'Fickian': True,\n",
+    "        'Ead': 47.603, \n",
+    "        'Do': 0.554153, \n",
+    "        'Eas': -11.5918, \n",
+    "        'So': 9.554366e-07, \n",
+    "        'Eap': 34.2011, \n",
+    "        'Po': 2128.8937\n",
+    "    }\n",
+    "\n",
+    "    from pvdeg import DATA_DIR\n",
+    "\n",
+    "    # pass pvdeg file and it gets overridden by the file path\n",
+    "    template_material = pvdeg.utilities.read_material(\n",
+    "        pvdeg_file=\"O2permeation\", \n",
+    "        fp=os.path.join(DATA_DIR, \"AApermeation.json\"), \n",
+    "        key=\"OX002\",\n",
+    "    )\n",
+    "\n",
+    "    assert template_material == res\n",
+    "\n",
+    "test_read_material_fp_override()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def test_search_json():\n",
+    "\n",
+    "    name_res = pvdeg.utilities.search_json(pvdeg_file=\"H2Opermeation\", name_or_alias=\"Ethylene Vinyl Acetate\")\n",
+    "    alias_res = pvdeg.utilities.search_json(pvdeg_file=\"H2Opermeation\", name_or_alias=\"EVA\")\n",
+    "\n",
+    "    assert name_res == \"W001\"\n",
+    "    assert alias_res == \"W001\"\n",
+    "\n",
+    "test_search_json()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "Failed",
+     "evalue": "Invalid regex pattern provided to 'match': incomplete escape \\U at position 46",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mFailed\u001b[0m                                    Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[3], line 10\u001b[0m\n\u001b[0;32m      4\u001b[0m invalid_name_or_alias \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnamenotindict\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      5\u001b[0m expected_error_message \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m      6\u001b[0m     \u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname_or_alias: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00minvalid_name_or_alias\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not in JSON at \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      7\u001b[0m     \u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mos\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(DATA_DIR,\u001b[38;5;250m \u001b[39mpvdeg\u001b[38;5;241m.\u001b[39mutilities\u001b[38;5;241m.\u001b[39mpvdeg_datafiles[pvdeg_file])\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      8\u001b[0m )\n\u001b[1;32m---> 10\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[43mpytest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraises\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;167;43;01mValueError\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmatch\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mexpected_error_message\u001b[49m\u001b[43m)\u001b[49m:\n\u001b[0;32m     11\u001b[0m     pvdeg\u001b[38;5;241m.\u001b[39mutilities\u001b[38;5;241m.\u001b[39msearch_json(pvdeg_file\u001b[38;5;241m=\u001b[39mpvdeg_file, name_or_alias\u001b[38;5;241m=\u001b[39minvalid_name_or_alias)\n",
+      "    \u001b[1;31m[... skipping hidden 1 frame]\u001b[0m\n",
+      "File \u001b[1;32mc:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\_pytest\\python_api.py:997\u001b[0m, in \u001b[0;36mRaisesContext.__init__\u001b[1;34m(self, expected_exception, message, match_expr)\u001b[0m\n\u001b[0;32m    995\u001b[0m     re_error \u001b[38;5;241m=\u001b[39m e\n\u001b[0;32m    996\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m re_error \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m--> 997\u001b[0m     \u001b[43mfail\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mInvalid regex pattern provided to \u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mmatch\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m: \u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mre_error\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[1;32mc:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\_pytest\\outcomes.py:178\u001b[0m, in \u001b[0;36mfail\u001b[1;34m(reason, pytrace)\u001b[0m\n\u001b[0;32m    165\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Explicitly fail an executing test with the given message.\u001b[39;00m\n\u001b[0;32m    166\u001b[0m \n\u001b[0;32m    167\u001b[0m \u001b[38;5;124;03m:param reason:\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    175\u001b[0m \u001b[38;5;124;03m    The exception that is raised.\u001b[39;00m\n\u001b[0;32m    176\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m    177\u001b[0m __tracebackhide__ \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m--> 178\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m Failed(msg\u001b[38;5;241m=\u001b[39mreason, pytrace\u001b[38;5;241m=\u001b[39mpytrace)\n",
+      "\u001b[1;31mFailed\u001b[0m: Invalid regex pattern provided to 'match': incomplete escape \\U at position 46"
+     ]
+    }
+   ],
+   "source": [
+    "from pvdeg import DATA_DIR\n",
+    "\n",
+    "pvdeg_file = \"H2Opermeation\"\n",
+    "invalid_name_or_alias = \"namenotindict\"\n",
+    "expected_error_message = (\n",
+    "    rf\"name_or_alias: {invalid_name_or_alias} not in JSON at \"\n",
+    "    rf\"{os.path.join(DATA_DIR, pvdeg.utilities.pvdeg_datafiles[pvdeg_file])}\"\n",
+    ")\n",
+    "\n",
+    "with pytest.raises(ValueError, match=expected_error_message):\n",
+    "    pvdeg.utilities.search_json(pvdeg_file=pvdeg_file, name_or_alias=invalid_name_or_alias)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'invalid_name_or_alias' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[2], line 2\u001b[0m\n\u001b[0;32m      1\u001b[0m expected_error_message \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m----> 2\u001b[0m     \u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname_or_alias: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00minvalid_name_or_alias\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not in JSON at \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      3\u001b[0m     \u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mos\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(DATA_DIR,\u001b[38;5;250m \u001b[39mpvdeg\u001b[38;5;241m.\u001b[39mutilities\u001b[38;5;241m.\u001b[39mpvdeg_datafiles[pvdeg_file])\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      4\u001b[0m )\n",
+      "\u001b[1;31mNameError\u001b[0m: name 'invalid_name_or_alias' is not defined"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "expected_error_message = (\n",
+    "    rf\"name_or_alias: {invalid_name_or_alias} not in JSON at \"\n",
+    "    rf\"{os.path.join(DATA_DIR, pvdeg.utilities.pvdeg_datafiles[pvdeg_file])}\"\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "'name_or_alias: namenotindict not in JSON at C:\\\\Users\\\\tford\\\\dev\\\\PVDegradationTools\\\\pvdeg\\\\data\\\\H2Opermeation.json'"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "expected_error_message"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "TypeError",
+     "evalue": "'module' object is not callable",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[1;32mIn[5], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mpvdeg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mutilities\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msearch_json\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpvdeg_file\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpvdeg_file\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname_or_alias\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minvalid_name_or_alias\u001b[49m\u001b[43m)\u001b[49m\n",
+      "File \u001b[1;32m~\\dev\\PVDegradationTools\\pvdeg\\utilities.py:1437\u001b[0m, in \u001b[0;36msearch_json\u001b[1;34m(pvdeg_file, fp, name_or_alias)\u001b[0m\n\u001b[0;32m   1434\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m (subdict[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m name_or_alias \u001b[38;5;129;01mor\u001b[39;00m subdict[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124malias\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m name_or_alias):\n\u001b[0;32m   1435\u001b[0m             \u001b[38;5;28;01mreturn\u001b[39;00m key\n\u001b[1;32m-> 1437\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname_or_alias: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname_or_alias\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not in JSON at \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mos\u001b[38;5;241m.\u001b[39mpath(fp)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n",
+      "\u001b[1;31mTypeError\u001b[0m: 'module' object is not callable"
+     ]
+    }
+   ],
+   "source": [
+    "pvdeg.utilities.search_json(pvdeg_file=pvdeg_file, name_or_alias=invalid_name_or_alias)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "base",
+   "display_name": "deg",
    "language": "python",
    "name": "python3"
   },
@@ -642,7 +936,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.9.19"
   },
   "orig_nbformat": 4
  },
diff --git a/tests/test_utilities.py b/tests/test_utilities.py
index cd805523..2ef9bb39 100644
--- a/tests/test_utilities.py
+++ b/tests/test_utilities.py
@@ -80,6 +80,7 @@ def test_get_kinetics_bad():
     assert res == desired_output
 
 
+### DEPRECATE WITH THE OLD FUNCTION _read_material, replaced by read_material
 def test_read_material_bad():
     # no name case
     fpath = os.path.join(DATA_DIR, "O2permeation.json")
@@ -136,3 +137,98 @@ def test_nrel_kestrel_check_bad():
 
     with pytest.raises(ConnectionError):
         pvdeg.utilities.nrel_kestrel_check()
+
+
+# NEW MATERIAL UTIL FUNCTIONS
+# These tests will likely fail if the associated materials are changed
+# ===========================
+def test_read_material_special():
+
+    template_material = pvdeg.utilities.read_material(pvdeg_file="AApermeation", key="AA000")
+
+    assert len(template_material) == 1
+    assert "comment" in template_material
+
+def test_read_material_normal():
+
+    res = {
+        'name': 'ST504', 
+        'alias': 'PET1', 
+        'contributor': 'Michael Kempe', 
+        'source': 'unpublished measurements', 
+        'Fickian': True,
+        'Ead': 47.603, 
+        'Do': 0.554153, 
+        'Eas': -11.5918, 
+        'So': 9.554366e-07, 
+        'Eap': 34.2011, 
+        'Po': 2128.8937
+    }
+
+    template_material = pvdeg.utilities.read_material(pvdeg_file="O2permeation", key="OX002")
+
+    assert template_material == res
+
+def test_read_material_fewer_params():
+
+    res = {
+        'name': 'ST504', 
+        'Fickian': True,
+    }
+
+    template_material = pvdeg.utilities.read_material(pvdeg_file="O2permeation", key="OX002", parameters=["name", "Fickian"])
+
+    assert template_material == res
+
+
+
+def test_read_material_extra_params():
+
+    res = {
+        'namenotindict1': None,
+        'namenotindict2': None,
+    }
+
+    template_material = pvdeg.utilities.read_material(pvdeg_file="O2permeation", key="OX002", parameters=["namenotindict1", "namenotindict2"])
+
+    assert template_material == res
+
+# pvdeg_file should override fp if both are provided
+def test_read_material_fp_override():
+
+    res = {
+        'name': 'ST504', 
+        'alias': 'PET1', 
+        'contributor': 'Michael Kempe', 
+        'source': 'unpublished measurements', 
+        'Fickian': True,
+        'Ead': 47.603, 
+        'Do': 0.554153, 
+        'Eas': -11.5918, 
+        'So': 9.554366e-07, 
+        'Eap': 34.2011, 
+        'Po': 2128.8937
+    }
+
+    from pvdeg import DATA_DIR
+
+    # fp gets overridden by pvdeg_file
+    template_material = pvdeg.utilities.read_material(
+        pvdeg_file="O2permeation", 
+        fp=os.path.join(DATA_DIR, "AApermeation.json"), 
+        key="OX002",
+    )
+
+    assert template_material == res
+
+
+def test_search_json():
+    name_res = pvdeg.utilities.search_json(pvdeg_file="H2Opermeation", name_or_alias="Ethylene Vinyl Acetate")
+    alias_res = pvdeg.utilities.search_json(pvdeg_file="H2Opermeation", name_or_alias="EVA")
+
+    assert name_res == "W001"
+    assert alias_res == "W001"
+
+
+# def test_search_json_bad():
+#     ...
\ No newline at end of file

From f0ba61e0339d7778f05c1d1cf324191bbf5dab49 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Thu, 10 Oct 2024 12:42:31 -0600
Subject: [PATCH 051/109] Run Docs, versioning

---
 ...g.geospatial.plot_sparse_analysis_land.rst |  6 +++
 docs/source/_autosummary/pvdeg.geospatial.rst |  8 ++++
 .../pvdeg.utilities.display_json.rst          |  6 +++
 .../pvdeg.utilities.linear_normalize.rst      |  6 +++
 .../pvdeg.utilities.merge_sparse.rst          |  6 +++
 .../pvdeg.utilities.read_material.rst         |  6 +++
 docs/source/_autosummary/pvdeg.utilities.rst  | 40 +++++++++++++++++++
 .../pvdeg.utilities.search_json.rst           |  6 +++
 docs/source/whatsnew/index.rst                |  3 +-
 docs/source/whatsnew/releases/v0.4.2.rst      |  2 +-
 docs/source/whatsnew/releases/v0.4.3.rst      | 14 +++++++
 pyproject.toml                                |  1 +
 12 files changed, 102 insertions(+), 2 deletions(-)
 create mode 100644 docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.display_json.rst
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.read_material.rst
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.search_json.rst
 create mode 100644 docs/source/whatsnew/releases/v0.4.3.rst

diff --git a/docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst b/docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst
new file mode 100644
index 00000000..16e8a987
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst
@@ -0,0 +1,6 @@
+pvdeg.geospatial.plot\_sparse\_analysis\_land
+=============================================
+
+.. currentmodule:: pvdeg.geospatial
+
+.. autofunction:: plot_sparse_analysis_land
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.geospatial.rst b/docs/source/_autosummary/pvdeg.geospatial.rst
index 4524da2d..159523fc 100644
--- a/docs/source/_autosummary/pvdeg.geospatial.rst
+++ b/docs/source/_autosummary/pvdeg.geospatial.rst
@@ -34,6 +34,7 @@ pvdeg.geospatial
       pvdeg.geospatial.plot_Europe
       pvdeg.geospatial.plot_USA
       pvdeg.geospatial.plot_sparse_analysis
+      pvdeg.geospatial.plot_sparse_analysis_land
       pvdeg.geospatial.start_dask
       pvdeg.geospatial.template_parameters
       pvdeg.geospatial.zero_template
@@ -157,6 +158,13 @@ pvdeg.geospatial
    .. minigallery:: pvdeg.geospatial.plot_sparse_analysis
        :add-heading:
 
+   .. autofunction:: plot_sparse_analysis_land
+
+   .. _sphx_glr_backref_pvdeg.geospatial.plot_sparse_analysis_land:
+
+   .. minigallery:: pvdeg.geospatial.plot_sparse_analysis_land
+       :add-heading:
+
    .. autofunction:: start_dask
 
    .. _sphx_glr_backref_pvdeg.geospatial.start_dask:
diff --git a/docs/source/_autosummary/pvdeg.utilities.display_json.rst b/docs/source/_autosummary/pvdeg.utilities.display_json.rst
new file mode 100644
index 00000000..a59150c1
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.display_json.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.display\_json
+=============================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: display_json
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst b/docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst
new file mode 100644
index 00000000..8fae071b
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.linear\_normalize
+=================================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: linear_normalize
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst b/docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst
new file mode 100644
index 00000000..9da49b57
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.merge\_sparse
+=============================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: merge_sparse
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.utilities.read_material.rst b/docs/source/_autosummary/pvdeg.utilities.read_material.rst
new file mode 100644
index 00000000..875bb77f
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.read_material.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.read\_material
+==============================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: read_material
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.utilities.rst b/docs/source/_autosummary/pvdeg.utilities.rst
index fe0b3402..95e47e50 100644
--- a/docs/source/_autosummary/pvdeg.utilities.rst
+++ b/docs/source/_autosummary/pvdeg.utilities.rst
@@ -21,17 +21,22 @@ pvdeg.utilities
       
       pvdeg.utilities.compare_templates
       pvdeg.utilities.convert_tmy
+      pvdeg.utilities.display_json
       pvdeg.utilities.fix_metadata
       pvdeg.utilities.geospatial_from_csv
       pvdeg.utilities.get_kinetics
       pvdeg.utilities.get_state_bbox
       pvdeg.utilities.gid_downsampling
+      pvdeg.utilities.linear_normalize
+      pvdeg.utilities.merge_sparse
       pvdeg.utilities.meta_as_dict
       pvdeg.utilities.new_id
       pvdeg.utilities.nrel_kestrel_check
       pvdeg.utilities.quantile_df
+      pvdeg.utilities.read_material
       pvdeg.utilities.remove_scenario_filetrees
       pvdeg.utilities.restore_gids
+      pvdeg.utilities.search_json
       pvdeg.utilities.strip_normalize_tmy
       pvdeg.utilities.tilt_azimuth_scan
       pvdeg.utilities.ts_gid_df
@@ -65,6 +70,13 @@ pvdeg.utilities
    .. minigallery:: pvdeg.utilities.convert_tmy
        :add-heading:
 
+   .. autofunction:: display_json
+
+   .. _sphx_glr_backref_pvdeg.utilities.display_json:
+
+   .. minigallery:: pvdeg.utilities.display_json
+       :add-heading:
+
    .. autofunction:: fix_metadata
 
    .. _sphx_glr_backref_pvdeg.utilities.fix_metadata:
@@ -100,6 +112,20 @@ pvdeg.utilities
    .. minigallery:: pvdeg.utilities.gid_downsampling
        :add-heading:
 
+   .. autofunction:: linear_normalize
+
+   .. _sphx_glr_backref_pvdeg.utilities.linear_normalize:
+
+   .. minigallery:: pvdeg.utilities.linear_normalize
+       :add-heading:
+
+   .. autofunction:: merge_sparse
+
+   .. _sphx_glr_backref_pvdeg.utilities.merge_sparse:
+
+   .. minigallery:: pvdeg.utilities.merge_sparse
+       :add-heading:
+
    .. autofunction:: meta_as_dict
 
    .. _sphx_glr_backref_pvdeg.utilities.meta_as_dict:
@@ -128,6 +154,13 @@ pvdeg.utilities
    .. minigallery:: pvdeg.utilities.quantile_df
        :add-heading:
 
+   .. autofunction:: read_material
+
+   .. _sphx_glr_backref_pvdeg.utilities.read_material:
+
+   .. minigallery:: pvdeg.utilities.read_material
+       :add-heading:
+
    .. autofunction:: remove_scenario_filetrees
 
    .. _sphx_glr_backref_pvdeg.utilities.remove_scenario_filetrees:
@@ -142,6 +175,13 @@ pvdeg.utilities
    .. minigallery:: pvdeg.utilities.restore_gids
        :add-heading:
 
+   .. autofunction:: search_json
+
+   .. _sphx_glr_backref_pvdeg.utilities.search_json:
+
+   .. minigallery:: pvdeg.utilities.search_json
+       :add-heading:
+
    .. autofunction:: strip_normalize_tmy
 
    .. _sphx_glr_backref_pvdeg.utilities.strip_normalize_tmy:
diff --git a/docs/source/_autosummary/pvdeg.utilities.search_json.rst b/docs/source/_autosummary/pvdeg.utilities.search_json.rst
new file mode 100644
index 00000000..11f7324b
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.search_json.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.search\_json
+============================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: search_json
\ No newline at end of file
diff --git a/docs/source/whatsnew/index.rst b/docs/source/whatsnew/index.rst
index 78b35369..8298a18d 100644
--- a/docs/source/whatsnew/index.rst
+++ b/docs/source/whatsnew/index.rst
@@ -4,7 +4,8 @@ What's New
 ==========
 PVDegradationTools (pvdeg) change log:
 
-
+.. include:: releases/v0.4.3.rst
+.. include:: releases/v0.4.2.rst
 .. include:: releases/v0.4.1.rst
 .. include:: releases/v0.4.0.rst
 .. include:: releases/v0.3.3.rst
diff --git a/docs/source/whatsnew/releases/v0.4.2.rst b/docs/source/whatsnew/releases/v0.4.2.rst
index 597e5510..d165d419 100644
--- a/docs/source/whatsnew/releases/v0.4.2.rst
+++ b/docs/source/whatsnew/releases/v0.4.2.rst
@@ -13,4 +13,4 @@ Tests
 Contributors
 ~~~~~~~~~~~~
 * Martin Springer (:ghuser:`martin-springer`)
-* Aidan Wesley (:ghuser:`AidanWesley``)
+* Aidan Wesley (:ghuser:`AidanWesley``)
\ No newline at end of file
diff --git a/docs/source/whatsnew/releases/v0.4.3.rst b/docs/source/whatsnew/releases/v0.4.3.rst
new file mode 100644
index 00000000..2b2691d1
--- /dev/null
+++ b/docs/source/whatsnew/releases/v0.4.3.rst
@@ -0,0 +1,14 @@
+v0.4.3 (2024-10-10)
+===================
+
+Enhancements
+------------
+Suite of utility functions to facilitate accessing material parameter json files.
+
+* ``pvdeg.utilities.read_material`` creates a public api to replace the private ``pvdeg.untility._read_material`` function (to be deprecated soon)  
+* ``pvdeg.utilities.search_json`` to search jsons and identify keys for desired materials.  
+* ``pvdeg.utilities.display_json`` to view 2 level jsons in Jupyter Notebooks using HTML.  
+
+Contributors
+-----------
+* Tobin Ford (:ghuser:`tobin-ford`)
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 6e9fc2d2..0cfef445 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -67,6 +67,7 @@ docs = [
     "nbsphinx",
     "sphinx_toggleprompt",
     "pydata_sphinx_theme",
+    "mistune==3.0.0",
 ]
 test = [
     "pytest",

From cb49ea350e24c756171e2d1d1bd0909bf6b2a30a Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Thu, 17 Oct 2024 17:40:44 -0600
Subject: [PATCH 052/109] distributed get pvgis using dask

---
 pvdeg/weather.py                     | 152 ++++++-
 scripts/load_pvgis_distributed.ipynb | 622 +++++++++++++++++++++++++++
 2 files changed, 773 insertions(+), 1 deletion(-)
 create mode 100644 scripts/load_pvgis_distributed.ipynb

diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index dbe06f78..91b1e427 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -930,4 +930,154 @@ def get_anywhere(database = "PSM3", id=None, **kwargs):
                 meta = {'result': 'This location was not found in either the NSRDB or PVGIS'}
                 weather_db = {'result': 'NA'}
 
-    return weather_db, meta 
\ No newline at end of file
+    return weather_db, meta 
+
+
+def process_pvgis_distributed(weather_df):
+    """Create an xarray.Dataset using numpy array backend from a pvgis weather dataframe"""
+
+    import dask.array as da
+
+    weather_df.index.rename('time', inplace=True)
+    weather_ds = weather_df.to_xarray().drop_vars('time').copy() 
+
+    for var in weather_ds.data_vars:
+        dask_array = da.from_array(weather_ds[var].values, chunks='auto')
+
+        weather_ds[var] = (weather_ds[var].dims, dask_array)
+
+    return weather_ds
+
+def _weather_distributed_vec(
+    database: str, 
+    coord: tuple[float], 
+    ): 
+    """
+    Distributed weather calculation for use with dask futures/delayed
+    
+    Returns ds, dict, None if unsucessfull
+    Returns None, None, Exception if unsucessfull
+    """
+        
+    try:
+        weather_df, meta_dict = get(database, coord)
+    except Exception as e:
+        return None, None, e
+
+    weather_ds = process_pvgis_distributed(weather_df=weather_df)
+
+    return weather_ds, meta_dict, None 
+
+def pvgis_empty_weather_ds(gids_size):
+    """
+    Create an empty weather dataset for pvgis hourly TMY data
+    
+    Parameters 
+    ----------
+    gids_size: int
+        number of gids, equivalent to number of unique locations
+
+    Returns
+    -------
+    weather_ds: xarray.Dataset
+        Weather dataset of the same format/shapes given by a `pvdeg.weather.get` geospatial call or `pvdeg.weather.weather_distributed` call or `GeosptialScenario.get_geospatial_data`.
+    """
+    import dask.array as da
+
+    shapes = {
+        "temp_air": ("gid", "time"),
+        "relative_humidity": ("gid", "time"),
+        "ghi": ("gid", "time"),
+        "dni": ("gid", "time"),
+        "dhi": ("gid", "time"),
+        "IR(h)": ("gid", "time"),
+        "wind_speed": ("gid", "time"),
+        "wind_direction": ("gid", "time"),
+        "pressure": ("gid", "time"),
+    }
+    attrs = {}
+    global_attrs = {}
+
+    dims = {'gid', 'time'}
+    dims_size = {'time': 8760, 'gid': gids_size}
+
+    weather_ds = xr.Dataset(
+        data_vars={
+            var: (dim, da.empty([dims_size[d] for d in dim]), attrs.get(var))
+            for var, dim in shapes.items()
+        },
+        coords={'time': pd.date_range("2022-01-01", freq="h", periods=365 * 24),
+                'gid': np.linspace(0, gids_size-1, gids_size, dtype=int)},
+        attrs=global_attrs,
+    )
+
+    return weather_ds
+
+
+def weather_distributed(database, coords):
+    """
+    Grab weather using pvgis for all of the following locations using dask for parallelization.
+    You must create a dask client with multiple processes before calling this function, otherwise no speedup will be offered.
+
+    PVGIS supports up to 30 requests per second so your dask client should not have more than $x$ workers/threads 
+    that would put you over this limit. 
+    
+    Parameters
+    ---------- 
+    database : (str)
+        'PVGIS' or 'NSRDB' (not implemented yet)
+    coords: list[tuple]
+        list of tuples containing (latitude, longitude) coordinates
+        
+        >>> [
+                (49.95, 1.5),
+                (51.95, -9.5),
+                (51.95, -8.5),
+                (51.95, -4.5),
+                (51.95, -3.5),
+            ]
+
+    Returns
+    --------
+    weather_ds : xr.Dataset
+        Weather data for all locations requested in an xarray.Dataset using a dask array backend.
+    meta_df : pd.DataFrame
+        Pandas DataFrame containing metadata for all requested locations. Each row maps to a single entry in the weather_ds.
+    gids_failed: list
+        list of index failed coordinates in input `coords`
+    """
+
+    import dask.delayed
+
+    if (database != "PVGIS"):
+        raise NotImplementedError(f"Only 'PVGIS' is implemented, you entered {database}")
+
+    futures = [dask.delayed(_weather_distributed_vec)("PVGIS", coord) for coord in coords]
+    results = dask.compute(futures)[0] # values are returned in a list with one entry
+
+    # what is the difference between these two approaches for dask distributed work, how can we schedule differently
+    # futures = [client.submit(weather_distributed, "PVGIS", coord) for coord in coords]
+    # client.gather(futures)
+
+    # results is a 2d list
+    # results[0] is the weather_ds with dask backend
+    # results[1] is meta_dict
+    weather_ds_collection = [row[0] for row in results]
+    meta_dict_collection = [row[1] for row in results]
+
+    gids_failed = []
+
+    weather_ds = pvgis_empty_weather_ds(len(results)) # create empty weather xr.dataset
+    meta_df = pd.DataFrame.from_dict(meta_dict_collection) # create populated meta pd.DataFrame 
+
+    # these gids will be spatially meaningless, they will only show corresponding entries between weather_ds and meta_df
+    for i, row in enumerate(results): # this loop can be refactored, kinda gross
+
+        if row[2]:
+            gids_failed.append(i)
+            continue
+
+        # weather_ds[dict(gid=i)] = weather_ds_collection[i].to_xarray().drop_vars('time')
+        weather_ds[dict(gid=i)] = weather_ds_collection[i]
+
+    return weather_ds, meta_df, gids_failed
\ No newline at end of file
diff --git a/scripts/load_pvgis_distributed.ipynb b/scripts/load_pvgis_distributed.ipynb
new file mode 100644
index 00000000..447e56a5
--- /dev/null
+++ b/scripts/load_pvgis_distributed.ipynb
@@ -0,0 +1,622 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "from global_land_mask import globe\n",
+    "import matplotlib.pyplot as plt\n",
+    "import numpy as np\n",
+    "from mpl_toolkits.basemap import Basemap\n",
+    "import pandas as pd\n",
+    "import xarray as xr\n",
+    "import dask.array as da\n",
+    "import dask.dataframe as dd\n",
+    "from dask.distributed import LocalCluster, Client, Lock\n",
+    "import dask.delayed"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# decrease the arange step size for more fine resolution\n",
+    "# increase the arange step size for increased granularity\n",
+    "lon_UK = np.arange(-10.5, 1.76, 1)\n",
+    "lat_UK = np.arange(49.95, 60, 2)\n",
+    "lon_grid_UK, lat_grid_UK = np.meshgrid(lon_UK,lat_UK)\n",
+    "land_UK = globe.is_land(lat_grid_UK, lon_grid_UK)\n",
+    "\n",
+    "lon_land_UK = lon_grid_UK[land_UK]\n",
+    "lat_land_UK = lat_grid_UK[land_UK]\n",
+    "\n",
+    "lon_Scan = np.arange(-10.5, 31.6, 0.3)\n",
+    "lat_Scan = np.arange(60, 71.2, 0.3)\n",
+    "lon_grid_Scan, lat_grid_Scan = np.meshgrid(lon_Scan,lat_Scan)\n",
+    "land_Scan = globe.is_land(lat_grid_Scan, lon_grid_Scan)\n",
+    "\n",
+    "lon_land_Scan = lon_grid_Scan[land_Scan]\n",
+    "lat_land_Scan = lat_grid_Scan[land_Scan]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\distributed\\node.py:182: UserWarning: Port 8787 is already in use.\n",
+      "Perhaps you already have a cluster running?\n",
+      "Hosting the HTTP server on port 60223 instead\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "http://127.0.0.1:60223/status\n"
+     ]
+    }
+   ],
+   "source": [
+    "workers = 4\n",
+    "\n",
+    "cluster = LocalCluster(\n",
+    "    n_workers=workers,\n",
+    "    processes=True, \n",
+    "    # number of threads may matter\n",
+    "    )\n",
+    "\n",
+    "client = Client(cluster)\n",
+    "\n",
+    "print(client.dashboard_link)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "coords = list(zip(lat_land_UK, lon_land_UK)) # easiest way to make a list of the right shape\n",
+    "\n",
+    "weather_ds, meta_df, failed_gids = pvdeg.weather.weather_distributed(database=\"PVGIS\", coords=coords)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\distributed\\client.py:3362: UserWarning: Sending large graph of size 13.27 MiB.\n",
+      "This may cause some slowdown.\n",
+      "Consider loading the data with Dask directly\n",
+      " or using futures or delayed objects to embed the data into the graph without repetition.\n",
+      "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "data": {
+      "text/html": [
+       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
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+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
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+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
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+       "\n",
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+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
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+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 14MB\n",
+       "Dimensions:            (gid: 22, time: 8760)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "  * gid                (gid) int32 88B 0 1 2 3 4 5 6 7 ... 15 16 17 18 19 20 21\n",
+       "Data variables:\n",
+       "    temp_air           (gid, time) float64 2MB 4.11 4.7 5.28 ... 0.35 0.37 0.38\n",
+       "    relative_humidity  (gid, time) float64 2MB 87.27 87.03 86.79 ... 86.37 86.14\n",
+       "    ghi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    dni                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    dhi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    IR(h)              (gid, time) float64 2MB 314.4 317.4 320.4 ... 271.9 274.1\n",
+       "    wind_speed         (gid, time) float64 2MB 3.11 3.1 3.08 ... 3.53 3.45 3.37\n",
+       "    wind_direction     (gid, time) float64 2MB 269.0 274.0 279.0 ... 245.0 242.0\n",
+       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-220fcec8-cf96-4330-985f-f9f6f1d98468' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-220fcec8-cf96-4330-985f-f9f6f1d98468' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-b92008e5-1586-4a06-a76b-f24a66b371ef' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b92008e5-1586-4a06-a76b-f24a66b371ef' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-7c64cdd3-8d71-4e96-ac62-39dba2f8fd19' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7c64cdd3-8d71-4e96-ac62-39dba2f8fd19' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ecb34c82-8406-4072-bb07-cecef0eba960' class='xr-var-data-in' type='checkbox'><label for='data-ecb34c82-8406-4072-bb07-cecef0eba960' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-290ee63b-0f2f-47d7-b573-18cad7fd611d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-290ee63b-0f2f-47d7-b573-18cad7fd611d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d976e6c1-3d40-4bb7-9dcb-593ddca123fc' class='xr-var-data-in' type='checkbox'><label for='data-d976e6c1-3d40-4bb7-9dcb-593ddca123fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-74a643a8-972a-4569-bd86-16d8e21dd02e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-74a643a8-972a-4569-bd86-16d8e21dd02e' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.11 4.7 5.28 ... 0.35 0.37 0.38</div><input id='attrs-e43d3a68-fdad-4847-a829-e9b908c26a21' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e43d3a68-fdad-4847-a829-e9b908c26a21' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-339705e3-1a7b-4466-8419-c8d04c7847a9' class='xr-var-data-in' type='checkbox'><label for='data-339705e3-1a7b-4466-8419-c8d04c7847a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[4.11, 4.7 , 5.28, ..., 2.36, 2.94, 3.53],\n",
+       "       [6.08, 5.44, 4.8 , ..., 7.99, 7.35, 6.71],\n",
+       "       [7.57, 6.94, 6.31, ..., 9.45, 8.82, 8.19],\n",
+       "       ...,\n",
+       "       [4.66, 4.34, 4.01, ..., 5.65, 5.32, 4.99],\n",
+       "       [4.3 , 4.23, 4.16, ..., 4.5 , 4.44, 4.37],\n",
+       "       [0.4 , 0.42, 0.44, ..., 0.35, 0.37, 0.38]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>87.27 87.03 86.79 ... 86.37 86.14</div><input id='attrs-7cf3381c-cfa5-4425-a2f2-ee001bcd93e3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7cf3381c-cfa5-4425-a2f2-ee001bcd93e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c3d1ca4-0d33-4b1f-8f5c-747251233c3f' class='xr-var-data-in' type='checkbox'><label for='data-7c3d1ca4-0d33-4b1f-8f5c-747251233c3f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87.27, 87.03, 86.79, ..., 87.98, 87.75, 87.51],\n",
+       "       [92.41, 92.03, 91.64, ..., 93.57, 93.18, 92.8 ],\n",
+       "       [91.82, 91.44, 91.05, ..., 92.97, 92.59, 92.2 ],\n",
+       "       ...,\n",
+       "       [80.31, 80.83, 81.36, ..., 78.73, 79.26, 79.78],\n",
+       "       [76.99, 76.59, 76.2 , ..., 78.16, 77.77, 77.38],\n",
+       "       [85.9 , 85.66, 85.43, ..., 86.61, 86.37, 86.14]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-c364b495-3a7a-4217-89f7-0515d9861d7c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c364b495-3a7a-4217-89f7-0515d9861d7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-36878bcc-1888-4ffc-8dfb-9a981ef0da6e' class='xr-var-data-in' type='checkbox'><label for='data-36878bcc-1888-4ffc-8dfb-9a981ef0da6e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       ...,\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-13a2b59a-4a40-421a-a041-1e07fc079b01' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-13a2b59a-4a40-421a-a041-1e07fc079b01' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6d5708c-3e6b-4590-b4ef-599cf72d53e1' class='xr-var-data-in' type='checkbox'><label for='data-a6d5708c-3e6b-4590-b4ef-599cf72d53e1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       ...,\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-78398ff2-026c-495d-80b2-99e716aea806' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-78398ff2-026c-495d-80b2-99e716aea806' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d821dd37-f180-4fce-add9-5385c695a770' class='xr-var-data-in' type='checkbox'><label for='data-d821dd37-f180-4fce-add9-5385c695a770' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       ...,\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>314.4 317.4 320.4 ... 271.9 274.1</div><input id='attrs-82d26e0b-fb58-4284-93cd-0cd902d645d3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-82d26e0b-fb58-4284-93cd-0cd902d645d3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55a3c2d4-521f-4201-8cd1-03b04fe630e0' class='xr-var-data-in' type='checkbox'><label for='data-55a3c2d4-521f-4201-8cd1-03b04fe630e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[314.43, 317.41, 320.38, ..., 305.5 , 308.47, 311.45],\n",
+       "       [306.87, 300.79, 294.72, ..., 325.08, 319.01, 312.94],\n",
+       "       [328.  , 321.71, 315.43, ..., 346.86, 340.57, 334.28],\n",
+       "       ...,\n",
+       "       [279.89, 275.88, 271.86, ..., 291.94, 287.92, 283.91],\n",
+       "       [ 17.39,  18.74,  20.09, ...,  13.33,  14.68,  16.04],\n",
+       "       [276.3 , 278.52, 280.75, ..., 269.63, 271.85, 274.08]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.11 3.1 3.08 ... 3.53 3.45 3.37</div><input id='attrs-a6881f9f-e48a-47dd-83f8-5a8d6ecd67c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a6881f9f-e48a-47dd-83f8-5a8d6ecd67c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e742657e-0e72-4e1d-9c51-08301bc27b82' class='xr-var-data-in' type='checkbox'><label for='data-e742657e-0e72-4e1d-9c51-08301bc27b82' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3.11,  3.1 ,  3.08, ...,  3.14,  3.13,  3.12],\n",
+       "       [ 3.56,  3.52,  3.49, ...,  3.67,  3.63,  3.6 ],\n",
+       "       [ 4.9 ,  4.87,  4.84, ...,  4.98,  4.95,  4.92],\n",
+       "       ...,\n",
+       "       [10.02,  9.4 ,  8.79, ..., 11.86, 11.24, 10.63],\n",
+       "       [ 9.31,  8.92,  8.53, ..., 10.48, 10.09,  9.7 ],\n",
+       "       [ 3.29,  3.21,  3.14, ...,  3.53,  3.45,  3.37]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>269.0 274.0 279.0 ... 245.0 242.0</div><input id='attrs-472af348-19d9-4663-90f7-4a4f9c4f530c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-472af348-19d9-4663-90f7-4a4f9c4f530c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15a51eec-b91d-4580-a857-b743fc027e97' class='xr-var-data-in' type='checkbox'><label for='data-15a51eec-b91d-4580-a857-b743fc027e97' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[269., 274., 279., ...,  32.,  33.,  31.],\n",
+       "       [346., 346., 342., ..., 212., 216., 211.],\n",
+       "       [294., 338., 341., ..., 210., 215., 215.],\n",
+       "       ...,\n",
+       "       [259., 255., 246., ..., 235., 243., 249.],\n",
+       "       [346., 352., 355., ..., 168., 168., 168.],\n",
+       "       [329., 329., 330., ..., 252., 245., 242.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.014e+05 1.014e+05 ... 9.965e+04</div><input id='attrs-5f5b52c7-25fb-415f-bee0-03e115403d65' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5f5b52c7-25fb-415f-bee0-03e115403d65' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-571cf779-eb41-4a0b-bf34-c1222a34191f' class='xr-var-data-in' type='checkbox'><label for='data-571cf779-eb41-4a0b-bf34-c1222a34191f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[101417., 101388., 101378., ...,  97618.,  97637.,  97647.],\n",
+       "       [ 98226.,  98255.,  98226., ...,  98283.,  98332.,  98264.],\n",
+       "       [100334., 100354., 100364., ..., 100600., 100698., 100639.],\n",
+       "       ...,\n",
+       "       [ 96722.,  96751.,  96790., ...,  96643.,  96810.,  97016.],\n",
+       "       [100472., 100551., 100620., ...,  98386.,  98544.,  98672.],\n",
+       "       [101716., 101775., 101815., ...,  99263.,  99471.,  99650.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c9e99d8a-f9df-4d2e-b599-fcb8168781dd' class='xr-section-summary-in' type='checkbox'  ><label for='section-c9e99d8a-f9df-4d2e-b599-fcb8168781dd' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c32f9347-d990-4568-94f3-32e9df3d07f0' class='xr-index-data-in' type='checkbox'/><label for='index-c32f9347-d990-4568-94f3-32e9df3d07f0' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-44d34d22-1a3d-4373-92f4-8f5b79400dfe' class='xr-index-data-in' type='checkbox'/><label for='index-44d34d22-1a3d-4373-92f4-8f5b79400dfe' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
+       "       20, 21],\n",
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8b4b0245-bddb-4746-9e26-6c5d6d1e09a5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8b4b0245-bddb-4746-9e26-6c5d6d1e09a5' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 14MB\n",
+       "Dimensions:            (gid: 22, time: 8760)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "  * gid                (gid) int32 88B 0 1 2 3 4 5 6 7 ... 15 16 17 18 19 20 21\n",
+       "Data variables:\n",
+       "    temp_air           (gid, time) float64 2MB 4.11 4.7 5.28 ... 0.35 0.37 0.38\n",
+       "    relative_humidity  (gid, time) float64 2MB 87.27 87.03 86.79 ... 86.37 86.14\n",
+       "    ghi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    dni                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    dhi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    IR(h)              (gid, time) float64 2MB 314.4 317.4 320.4 ... 271.9 274.1\n",
+       "    wind_speed         (gid, time) float64 2MB 3.11 3.1 3.08 ... 3.53 3.45 3.37\n",
+       "    wind_direction     (gid, time) float64 2MB 269.0 274.0 279.0 ... 245.0 242.0\n",
+       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "weather_ds.compute()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "deg",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.19"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

From 74b745c507e74be8853d71fc309b501f1aa20f5e Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Thu, 24 Oct 2024 15:53:15 -0600
Subject: [PATCH 053/109] local db skeleton

---
 pvdeg/__init__.py                    |    1 +
 pvdeg/config.py                      |    3 +
 pvdeg/store.py                       |  185 ++++
 pvdeg/weather.py                     |    9 +-
 scripts/load_pvgis_distributed.ipynb | 1533 ++++++++++++++++++++++++--
 5 files changed, 1613 insertions(+), 118 deletions(-)
 create mode 100644 pvdeg/store.py

diff --git a/pvdeg/__init__.py b/pvdeg/__init__.py
index 0b770fc6..adf1fa45 100644
--- a/pvdeg/__init__.py
+++ b/pvdeg/__init__.py
@@ -14,6 +14,7 @@
 from . import montecarlo
 from .scenario import Scenario, GeospatialScenario
 from . import spectral
+from . import store
 from . import symbolic
 from . import standards
 from . import temperature
diff --git a/pvdeg/config.py b/pvdeg/config.py
index d40706a8..14afbf37 100644
--- a/pvdeg/config.py
+++ b/pvdeg/config.py
@@ -11,6 +11,9 @@
 DATA_DIR = PVDEG_DIR / "data"
 TEST_DIR = PVDEG_DIR.parent / "tests"
 TEST_DATA_DIR = PVDEG_DIR.parent / "tests" / "data"
+ 
+# downloader target directory
+METOROLOGICAL_DOWNLOAD_PATH = Path.home() / "PVDeg-Meteorological"
 
 # DATA_LIBRARY = PVDEG_DIR.parent / "DataLibrary"
 # if not os.path.isdir(DATA_LIBRARY):
diff --git a/pvdeg/store.py b/pvdeg/store.py
new file mode 100644
index 00000000..518d8baf
--- /dev/null
+++ b/pvdeg/store.py
@@ -0,0 +1,185 @@
+from pathlib import Path
+import xarray as xr
+import pandas as pd
+import numpy as np
+import zarr
+import os
+
+from pvdeg import METOROLOGICAL_DOWNLOAD_PATH
+
+def get(group):
+    """
+    Extract a weather xarray dataset and metadata pandas dataframe from your zarr store. 
+    `get` pulls the entire datastore into these objects. PVDeg does not make indexing available at this stage. 
+    This is practical because all datavariables are stored in dask arrays so they are loaded lazily instead of into memmory when this is called.
+    Choose the points you need after this method is called by using `sel`, `isel`, `loc, `iloc`.
+
+    `store.get` is meant to match the API of other geospatial weather api's from pvdeg like `pvdeg.weather.get`, `pvdeg.weather.distributed_weather`, `GeospatialScenario.get_geospatial_data`
+
+    Parameters
+    -----------
+    group : str
+        name of the group to access from your local zarr store. 
+        Groups are created automatically in your store when you save data using `pvdeg.store.store`.
+
+        *From `pvdeg.store.store` docstring*   
+        Hourly PVGIS data will be saved to "PVGIS-1hr", 30 minute PVGIS to "PVGIS-30min", similarly 15 minute PVGIS will be saved to "PVGIS-15min"
+
+    Returns
+    -------
+    weather_ds : xr.Dataset
+        Weather data for all locations requested in an xarray.Dataset using a dask array backend. This may be larger than memory.
+    meta_df : pd.DataFrame
+        Pandas DataFrame containing metadata for all requested locations. Each row maps to a single entry in the weather_ds.
+    """
+
+    combined_ds = xr.open_zarr(
+        store=METOROLOGICAL_DOWNLOAD_PATH,
+        group=group 
+    )
+
+    weather_ds, meta_df = _seperate_geo_weather_meta(ds_from_zarr=combined_ds)
+
+    return weather_ds, meta_df
+
+def store(weather_ds, meta_df):
+    """
+    Add geospatial meteorolical data to your zarr store. Data will be saved to the correct group based on its periodicity.
+
+    Hourly PVGIS data will be saved to "PVGIS-1hr", 30 minute PVGIS to "PVGIS-30min", similarly 15 minute PVGIS will be saved to "PVGIS-15min"
+
+    Parameters
+    -----------
+    weather_ds : xr.Dataset
+        Weather data for all locations requested in an xarray.Dataset using a dask array backend. This may be larger than memory.
+    meta_df : pd.DataFrame
+        Pandas DataFrame containing metadata for all requested locations. Each row maps to a single entry in the weather_ds.
+
+    Returns
+    --------
+    None
+    """
+
+    group = meta_df.iloc[0]["Source"]
+    rows_per_entry = weather_ds.isel(gid=0).time.size
+
+    if rows_per_entry == 8760:
+        periodicity = "1hr"
+    elif rows_per_entry == 17520:
+        periodicity = "30min"
+    elif rows_per_entry == 35040:
+        periodicity = "15min"
+    else:
+        raise ValueError(f"first location to store has {rows_per_entry} rows, must have 8670, 17520, 35040 rows")
+
+    combined_ds = _combine_geo_weather_meta(weather_ds, meta_df)
+
+    # what mode should this be
+    # we want to add to indexes if need be or overwrite old ones
+    combined_ds.to_zarr(
+        store=METOROLOGICAL_DOWNLOAD_PATH, 
+        group=f"{group}-{periodicity}"
+    )
+
+    print(f"dataset saved to zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
+
+
+
+def check_store():
+    """Check if you have a zarr store at the default download path defined in pvdeg.config"""
+    if os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zattrs")):
+
+        size = sum(f.stat().st_size for f in METOROLOGICAL_DOWNLOAD_PATH.glob('**/*') if f.is_file())
+
+        print(f"""
+            You have a zarr store at {METOROLOGICAL_DOWNLOAD_PATH}.
+
+            It has {size} bytes.
+            """)
+
+    elif os.path.exists(METOROLOGICAL_DOWNLOAD_PATH):
+        print(f"You have a directory but no zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
+
+    else:
+        raise FileNotFoundError(f"No Directory exists at {METOROLOGICAL_DOWNLOAD_PATH}. Data has not been saved here.")
+
+
+def my_path():
+    """Finds path to your zarr store of data if it exists"""
+    if os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zattrs")):
+        print(METOROLOGICAL_DOWNLOAD_PATH)
+
+    else:
+        print("Directory not found")
+
+def _combine_geo_weather_meta(
+    weather_ds: xr.Dataset, 
+    meta_df: pd.DataFrame
+    ):
+    """Combine weather dataset and meta dataframe into a single dataset"""
+
+    meta_ds = xr.Dataset.from_dataframe(meta_df)
+    # we could do some encoding scheme here, dont need to store source? unless the zarr compression handles it for us
+
+    meta_ds['gid'] = meta_ds['index'].values.astype(np.int32)
+    meta_ds = meta_ds.drop_vars(["index"])
+
+    combined = xr.merge([weather_ds, meta_ds]).assign_coords(
+        latitude=("gid", meta_ds.latitude.values),
+        longitude=('gid', meta_ds.longitude.values),
+    )
+
+    return combined
+
+
+def _seperate_geo_weather_meta(
+    ds_from_zarr: xr.Dataset,
+):
+    """
+    Take loaded dataset in the zarr store schema (weather and meta combined) 
+    and seperate it into `weather_ds` and `meta_df`.
+    """
+
+    # there may be a more optimal way to do this
+    data = np.column_stack(
+        [
+        ds_from_zarr.gid.to_numpy(),
+        ds_from_zarr.latitude.to_numpy(),
+        ds_from_zarr.longitude.to_numpy(),
+        ds_from_zarr.altitude.to_numpy(),
+        ds_from_zarr.Source.to_numpy(),
+        ds_from_zarr.wind_height.to_numpy(),
+        ]
+    )
+
+    seperated_meta_df = pd.DataFrame(data, columns=["gid", "latitude", "longitude", "altitude", "Source", "wind_height"]).set_index("gid")
+
+    seperated_weather_ds = ds_from_zarr.drop_vars(("latitude", "longitude", "altitude", "Source", "wind_height"))
+
+    return seperated_weather_ds, seperated_meta_df
+
+def _make_coords_to_gid_da(
+    ds_from_zarr: xr.Dataset
+    ):
+    """Create a 2D indexable array that maps coordinates (lat and lon) to gid stored in zarr store"""
+
+    import dask.array as da    
+
+    # only want to do this if the arrays are dask arrays
+    lats = ds_from_zarr.latitude.to_numpy()
+    lons = ds_from_zarr.longitude.to_numpy()
+
+    gids = -1 * da.empty((len(lats), len(lons)))
+
+    points = xr.DataArray(
+        data=gids,
+        coords={
+            "latitude": lats,
+            "longitude": lons
+        },
+        dims=["latitude", "longitude"],
+    )
+
+    points.set_index(latitude="latitude", longitude="longitude")
+    
+    return points
\ No newline at end of file
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index 91b1e427..59f73655 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -1014,13 +1014,20 @@ def pvgis_empty_weather_ds(gids_size):
     return weather_ds
 
 
+# add some check to see if a dask client exists
+# can force user to pass dask client to ensure it exists
+
+# if called without dask client we will return a xr.Dataset 
+# with dask backend that does not appear as if it failed until we compute it
 def weather_distributed(database, coords):
     """
     Grab weather using pvgis for all of the following locations using dask for parallelization.
-    You must create a dask client with multiple processes before calling this function, otherwise no speedup will be offered.
+    You must create a dask client with multiple processes before calling this function, otherwise results will not be properly calculated.
 
     PVGIS supports up to 30 requests per second so your dask client should not have more than $x$ workers/threads 
     that would put you over this limit. 
+
+    With eventual NSRDB implementation API keys will be an issue, each key is rate limited.
     
     Parameters
     ---------- 
diff --git a/scripts/load_pvgis_distributed.ipynb b/scripts/load_pvgis_distributed.ipynb
index 447e56a5..5dc552e0 100644
--- a/scripts/load_pvgis_distributed.ipynb
+++ b/scripts/load_pvgis_distributed.ipynb
@@ -46,27 +46,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "c:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\distributed\\node.py:182: UserWarning: Port 8787 is already in use.\n",
-      "Perhaps you already have a cluster running?\n",
-      "Hosting the HTTP server on port 60223 instead\n",
-      "  warnings.warn(\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "http://127.0.0.1:60223/status\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "workers = 4\n",
     "\n",
@@ -94,21 +76,88 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weather_ds.compute()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Saving Geospatial Data Locally\n",
+    "\n",
+    "The goal of `pvdeg.store` is to create a living local database of meteoroligical data that grows overtime as your geospatial data needs grow. To do this `PVDeg` will save to a folder called `PVDeg-Meteorological` your user home directory. For me this is located at `C:\\Users\\tford\\PVDeg-Meteorological`. This directory will contain a `zarr` store, this is a popular format for storing multi-dimensional array data, not dissimilar to `h5` files. It was chosen over `h5` because `zarr` stores arrays in chunked compressed files that make access very easy without opening an entire file like `h5`. This is an oversimplification of the design process but we felt `zarr` was a better fit.\n",
+    "\n",
+    "## Store\n",
+    "\n",
+    "We can use `pvdeg.store.store` to save geospatial data to our living dataset in the common form provided by `pvdeg`. The data is stored in various groups and subfolders but they will be arranged based on the *source* and *periodicity*.\n",
+    "\n",
+    "For example:  \n",
+    "    - Hourly PVGIS data will be saved to a group called \"PVGIS-1hr\"  \n",
+    "    - 30 minute PVGIS to a group called \"PVGIS-30min\"  \n",
+    "    - 15 minute PVGIS will be saved to a group called \"PVGIS-15min\"  "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pvdeg.store.store(weather_ds, meta_df)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Load\n",
+    "\n",
+    "`PVDeg` makes use of `dask` to handle larger than memory datasets. Trandionally, this was only useful in our HPC environment but as your local database grows overtime, it will eventually surpass the limits of your computer's volatile memory. Additionally, `dask` allows us to parallelize geospatial calculations via `pvdeg.geospatial.analysis`. This ability can be utilized on local machines or HPC clusters alike.  \n",
+    "\n",
+    "`PVDeg` implements the ability to access your local living database via `pvdeg.store.get`. This method takes a string called `group`. Groups are created automatically in your store when you save data using `pvdeg.store.store`. As described in the `pvdeg.store.store` docstring and the *Store* section above, NSRDB will follow a similar scheme but it not implemented yet.  \n",
+    "    - Hourly PVGIS data will be saved to a group called \"PVGIS-1hr\"  \n",
+    "    - 30 minute PVGIS to a group called \"PVGIS-30min\"  \n",
+    "    - 15 minute PVGIS will be saved to a group called \"PVGIS-15min\"  "
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Load PVGIS-1hr Data\n",
+    "\n",
+    "The example below shows us loading the hourly tmy data from PVGIS that we gathered and saved to our zarr store in the above cells. This gets us the form of a weather xarray.Dataset (`geo_weather` in this example) and a metadata dataframe (`geo_meta` in this example).\n",
+    "\n",
+    "These can be treated like any other geospatial data shown in the `pvdeg` tutorials and tools or documentation."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_weather, geo_meta = pvdeg.store.get(group=\"PVGIS-1hr\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Inspecting the Results\n",
+    "\n",
+    "explain *.compute() here*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "c:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\distributed\\client.py:3362: UserWarning: Sending large graph of size 13.27 MiB.\n",
-      "This may cause some slowdown.\n",
-      "Consider loading the data with Dask directly\n",
-      " or using futures or delayed objects to embed the data into the graph without repetition.\n",
-      "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n",
-      "  warnings.warn(\n"
-     ]
-    },
     {
      "data": {
       "text/html": [
@@ -479,76 +528,519 @@
        "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 14MB\n",
        "Dimensions:            (gid: 22, time: 8760)\n",
        "Coordinates:\n",
-       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
        "  * gid                (gid) int32 88B 0 1 2 3 4 5 6 7 ... 15 16 17 18 19 20 21\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
        "Data variables:\n",
-       "    temp_air           (gid, time) float64 2MB 4.11 4.7 5.28 ... 0.35 0.37 0.38\n",
-       "    relative_humidity  (gid, time) float64 2MB 87.27 87.03 86.79 ... 86.37 86.14\n",
-       "    ghi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
-       "    dni                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
-       "    dhi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
-       "    IR(h)              (gid, time) float64 2MB 314.4 317.4 320.4 ... 271.9 274.1\n",
-       "    wind_speed         (gid, time) float64 2MB 3.11 3.1 3.08 ... 3.53 3.45 3.37\n",
-       "    wind_direction     (gid, time) float64 2MB 269.0 274.0 279.0 ... 245.0 242.0\n",
-       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-220fcec8-cf96-4330-985f-f9f6f1d98468' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-220fcec8-cf96-4330-985f-f9f6f1d98468' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-b92008e5-1586-4a06-a76b-f24a66b371ef' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b92008e5-1586-4a06-a76b-f24a66b371ef' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-7c64cdd3-8d71-4e96-ac62-39dba2f8fd19' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7c64cdd3-8d71-4e96-ac62-39dba2f8fd19' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ecb34c82-8406-4072-bb07-cecef0eba960' class='xr-var-data-in' type='checkbox'><label for='data-ecb34c82-8406-4072-bb07-cecef0eba960' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "    IR(h)              (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dhi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dni                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    ghi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    pressure           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    temp_air           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-9427eef7-d0a3-49c0-ac99-9666fc9c904d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9427eef7-d0a3-49c0-ac99-9666fc9c904d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-7672a500-33b9-422e-af39-d91a9f234d9c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7672a500-33b9-422e-af39-d91a9f234d9c' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-12b26e80-afa8-4983-ac57-f6dd5f20b4d6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-12b26e80-afa8-4983-ac57-f6dd5f20b4d6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e1a26b15-846e-4338-8024-ad08cc92b895' class='xr-var-data-in' type='checkbox'><label for='data-e1a26b15-846e-4338-8024-ad08cc92b895' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-cfa46f85-f12c-4c15-a836-d10b54d81fc3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cfa46f85-f12c-4c15-a836-d10b54d81fc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4a44ad9-8f69-4f8a-a724-c5c6c781f145' class='xr-var-data-in' type='checkbox'><label for='data-d4a44ad9-8f69-4f8a-a724-c5c6c781f145' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-290ee63b-0f2f-47d7-b573-18cad7fd611d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-290ee63b-0f2f-47d7-b573-18cad7fd611d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d976e6c1-3d40-4bb7-9dcb-593ddca123fc' class='xr-var-data-in' type='checkbox'><label for='data-d976e6c1-3d40-4bb7-9dcb-593ddca123fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-74a643a8-972a-4569-bd86-16d8e21dd02e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-74a643a8-972a-4569-bd86-16d8e21dd02e' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.11 4.7 5.28 ... 0.35 0.37 0.38</div><input id='attrs-e43d3a68-fdad-4847-a829-e9b908c26a21' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e43d3a68-fdad-4847-a829-e9b908c26a21' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-339705e3-1a7b-4466-8419-c8d04c7847a9' class='xr-var-data-in' type='checkbox'><label for='data-339705e3-1a7b-4466-8419-c8d04c7847a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[4.11, 4.7 , 5.28, ..., 2.36, 2.94, 3.53],\n",
-       "       [6.08, 5.44, 4.8 , ..., 7.99, 7.35, 6.71],\n",
-       "       [7.57, 6.94, 6.31, ..., 9.45, 8.82, 8.19],\n",
-       "       ...,\n",
-       "       [4.66, 4.34, 4.01, ..., 5.65, 5.32, 4.99],\n",
-       "       [4.3 , 4.23, 4.16, ..., 4.5 , 4.44, 4.37],\n",
-       "       [0.4 , 0.42, 0.44, ..., 0.35, 0.37, 0.38]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>87.27 87.03 86.79 ... 86.37 86.14</div><input id='attrs-7cf3381c-cfa5-4425-a2f2-ee001bcd93e3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7cf3381c-cfa5-4425-a2f2-ee001bcd93e3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c3d1ca4-0d33-4b1f-8f5c-747251233c3f' class='xr-var-data-in' type='checkbox'><label for='data-7c3d1ca4-0d33-4b1f-8f5c-747251233c3f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87.27, 87.03, 86.79, ..., 87.98, 87.75, 87.51],\n",
-       "       [92.41, 92.03, 91.64, ..., 93.57, 93.18, 92.8 ],\n",
-       "       [91.82, 91.44, 91.05, ..., 92.97, 92.59, 92.2 ],\n",
-       "       ...,\n",
-       "       [80.31, 80.83, 81.36, ..., 78.73, 79.26, 79.78],\n",
-       "       [76.99, 76.59, 76.2 , ..., 78.16, 77.77, 77.38],\n",
-       "       [85.9 , 85.66, 85.43, ..., 86.61, 86.37, 86.14]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-c364b495-3a7a-4217-89f7-0515d9861d7c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c364b495-3a7a-4217-89f7-0515d9861d7c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-36878bcc-1888-4ffc-8dfb-9a981ef0da6e' class='xr-var-data-in' type='checkbox'><label for='data-36878bcc-1888-4ffc-8dfb-9a981ef0da6e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       ...,\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-13a2b59a-4a40-421a-a041-1e07fc079b01' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-13a2b59a-4a40-421a-a041-1e07fc079b01' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a6d5708c-3e6b-4590-b4ef-599cf72d53e1' class='xr-var-data-in' type='checkbox'><label for='data-a6d5708c-3e6b-4590-b4ef-599cf72d53e1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       ...,\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-78398ff2-026c-495d-80b2-99e716aea806' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-78398ff2-026c-495d-80b2-99e716aea806' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d821dd37-f180-4fce-add9-5385c695a770' class='xr-var-data-in' type='checkbox'><label for='data-d821dd37-f180-4fce-add9-5385c695a770' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       ...,\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>314.4 317.4 320.4 ... 271.9 274.1</div><input id='attrs-82d26e0b-fb58-4284-93cd-0cd902d645d3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-82d26e0b-fb58-4284-93cd-0cd902d645d3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55a3c2d4-521f-4201-8cd1-03b04fe630e0' class='xr-var-data-in' type='checkbox'><label for='data-55a3c2d4-521f-4201-8cd1-03b04fe630e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[314.43, 317.41, 320.38, ..., 305.5 , 308.47, 311.45],\n",
-       "       [306.87, 300.79, 294.72, ..., 325.08, 319.01, 312.94],\n",
-       "       [328.  , 321.71, 315.43, ..., 346.86, 340.57, 334.28],\n",
-       "       ...,\n",
-       "       [279.89, 275.88, 271.86, ..., 291.94, 287.92, 283.91],\n",
-       "       [ 17.39,  18.74,  20.09, ...,  13.33,  14.68,  16.04],\n",
-       "       [276.3 , 278.52, 280.75, ..., 269.63, 271.85, 274.08]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.11 3.1 3.08 ... 3.53 3.45 3.37</div><input id='attrs-a6881f9f-e48a-47dd-83f8-5a8d6ecd67c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a6881f9f-e48a-47dd-83f8-5a8d6ecd67c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e742657e-0e72-4e1d-9c51-08301bc27b82' class='xr-var-data-in' type='checkbox'><label for='data-e742657e-0e72-4e1d-9c51-08301bc27b82' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3.11,  3.1 ,  3.08, ...,  3.14,  3.13,  3.12],\n",
-       "       [ 3.56,  3.52,  3.49, ...,  3.67,  3.63,  3.6 ],\n",
-       "       [ 4.9 ,  4.87,  4.84, ...,  4.98,  4.95,  4.92],\n",
-       "       ...,\n",
-       "       [10.02,  9.4 ,  8.79, ..., 11.86, 11.24, 10.63],\n",
-       "       [ 9.31,  8.92,  8.53, ..., 10.48, 10.09,  9.7 ],\n",
-       "       [ 3.29,  3.21,  3.14, ...,  3.53,  3.45,  3.37]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>269.0 274.0 279.0 ... 245.0 242.0</div><input id='attrs-472af348-19d9-4663-90f7-4a4f9c4f530c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-472af348-19d9-4663-90f7-4a4f9c4f530c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15a51eec-b91d-4580-a857-b743fc027e97' class='xr-var-data-in' type='checkbox'><label for='data-15a51eec-b91d-4580-a857-b743fc027e97' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[269., 274., 279., ...,  32.,  33.,  31.],\n",
-       "       [346., 346., 342., ..., 212., 216., 211.],\n",
-       "       [294., 338., 341., ..., 210., 215., 215.],\n",
-       "       ...,\n",
-       "       [259., 255., 246., ..., 235., 243., 249.],\n",
-       "       [346., 352., 355., ..., 168., 168., 168.],\n",
-       "       [329., 329., 330., ..., 252., 245., 242.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.014e+05 1.014e+05 ... 9.965e+04</div><input id='attrs-5f5b52c7-25fb-415f-bee0-03e115403d65' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5f5b52c7-25fb-415f-bee0-03e115403d65' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-571cf779-eb41-4a0b-bf34-c1222a34191f' class='xr-var-data-in' type='checkbox'><label for='data-571cf779-eb41-4a0b-bf34-c1222a34191f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[101417., 101388., 101378., ...,  97618.,  97637.,  97647.],\n",
-       "       [ 98226.,  98255.,  98226., ...,  98283.,  98332.,  98264.],\n",
-       "       [100334., 100354., 100364., ..., 100600., 100698., 100639.],\n",
-       "       ...,\n",
-       "       [ 96722.,  96751.,  96790., ...,  96643.,  96810.,  97016.],\n",
-       "       [100472., 100551., 100620., ...,  98386.,  98544.,  98672.],\n",
-       "       [101716., 101775., 101815., ...,  99263.,  99471.,  99650.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c9e99d8a-f9df-4d2e-b599-fcb8168781dd' class='xr-section-summary-in' type='checkbox'  ><label for='section-c9e99d8a-f9df-4d2e-b599-fcb8168781dd' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c32f9347-d990-4568-94f3-32e9df3d07f0' class='xr-index-data-in' type='checkbox'/><label for='index-c32f9347-d990-4568-94f3-32e9df3d07f0' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-02f98b9c-91be-47b5-af3a-1e8e9b16a0dd' class='xr-section-summary-in' type='checkbox'  checked><label for='section-02f98b9c-91be-47b5-af3a-1e8e9b16a0dd' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-faa1cfa5-c1ff-4c58-ae39-9f78baa01aa2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-faa1cfa5-c1ff-4c58-ae39-9f78baa01aa2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17c9fdba-4f4b-4371-9d71-4a5e1bc5d4b9' class='xr-var-data-in' type='checkbox'><label for='data-17c9fdba-4f4b-4371-9d71-4a5e1bc5d4b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-af33e6a9-15ee-41c7-8499-4bb4a38caf62' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-af33e6a9-15ee-41c7-8499-4bb4a38caf62' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0d9aff30-5002-42c9-8d86-9991a79b563a' class='xr-var-data-in' type='checkbox'><label for='data-0d9aff30-5002-42c9-8d86-9991a79b563a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-b1d16280-82c6-4ebf-a03d-6f14ce8a30d7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b1d16280-82c6-4ebf-a03d-6f14ce8a30d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3d4ae66-b68a-4f76-8e9e-780d98485e8a' class='xr-var-data-in' type='checkbox'><label for='data-c3d4ae66-b68a-4f76-8e9e-780d98485e8a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-3f7c0a68-87df-428a-a620-eb263c0cd8aa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f7c0a68-87df-428a-a620-eb263c0cd8aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62b661fd-001b-4923-9da4-3b829c344db1' class='xr-var-data-in' type='checkbox'><label for='data-62b661fd-001b-4923-9da4-3b829c344db1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-f1cb2a95-826e-4a21-9388-4e8adf26e672' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f1cb2a95-826e-4a21-9388-4e8adf26e672' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-06f07629-f233-4943-9119-4125e0de0ea7' class='xr-var-data-in' type='checkbox'><label for='data-06f07629-f233-4943-9119-4125e0de0ea7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-92338faa-474e-4b42-87f7-cb2d107d5d80' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-92338faa-474e-4b42-87f7-cb2d107d5d80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67957994-6e27-4215-b97d-b2d67768b3d9' class='xr-var-data-in' type='checkbox'><label for='data-67957994-6e27-4215-b97d-b2d67768b3d9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-75079550-9c71-46f5-bf56-9352450aba3e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-75079550-9c71-46f5-bf56-9352450aba3e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-572056e0-ddd8-4981-a969-fbfbb6d6a9da' class='xr-var-data-in' type='checkbox'><label for='data-572056e0-ddd8-4981-a969-fbfbb6d6a9da' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-4c46a3b9-68aa-49fc-89b3-63dd665b23d9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4c46a3b9-68aa-49fc-89b3-63dd665b23d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ae509a7-7b51-4725-b04b-dce7c19aaf77' class='xr-var-data-in' type='checkbox'><label for='data-4ae509a7-7b51-4725-b04b-dce7c19aaf77' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-df377641-d7a9-47b6-b4ce-ad834ad23013' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-df377641-d7a9-47b6-b4ce-ad834ad23013' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-736b319c-c103-43b3-bd8e-4a84d8ffaed7' class='xr-var-data-in' type='checkbox'><label for='data-736b319c-c103-43b3-bd8e-4a84d8ffaed7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-03ad909b-a1c3-4b6d-bada-7d114d151aa0' class='xr-section-summary-in' type='checkbox'  ><label for='section-03ad909b-a1c3-4b6d-bada-7d114d151aa0' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-bf949915-972f-4079-a8be-50124779b07b' class='xr-index-data-in' type='checkbox'/><label for='index-bf949915-972f-4079-a8be-50124779b07b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
+       "       20, 21],\n",
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-74f90ec2-2f75-44ed-a203-ba2c208b9463' class='xr-index-data-in' type='checkbox'/><label for='index-74f90ec2-2f75-44ed-a203-ba2c208b9463' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
        "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
        "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
@@ -559,43 +1051,850 @@
        "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
        "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-44d34d22-1a3d-4373-92f4-8f5b79400dfe' class='xr-index-data-in' type='checkbox'/><label for='index-44d34d22-1a3d-4373-92f4-8f5b79400dfe' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
-       "       20, 21],\n",
-       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8b4b0245-bddb-4746-9e26-6c5d6d1e09a5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8b4b0245-bddb-4746-9e26-6c5d6d1e09a5' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-33966444-cd4b-43f8-bad1-844e06e53c6b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-33966444-cd4b-43f8-bad1-844e06e53c6b' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 14MB\n",
        "Dimensions:            (gid: 22, time: 8760)\n",
        "Coordinates:\n",
-       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
        "  * gid                (gid) int32 88B 0 1 2 3 4 5 6 7 ... 15 16 17 18 19 20 21\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
        "Data variables:\n",
-       "    temp_air           (gid, time) float64 2MB 4.11 4.7 5.28 ... 0.35 0.37 0.38\n",
-       "    relative_humidity  (gid, time) float64 2MB 87.27 87.03 86.79 ... 86.37 86.14\n",
-       "    ghi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
-       "    dni                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
-       "    dhi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
-       "    IR(h)              (gid, time) float64 2MB 314.4 317.4 320.4 ... 271.9 274.1\n",
-       "    wind_speed         (gid, time) float64 2MB 3.11 3.1 3.08 ... 3.53 3.45 3.37\n",
-       "    wind_direction     (gid, time) float64 2MB 269.0 274.0 279.0 ... 245.0 242.0\n",
-       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04"
+       "    IR(h)              (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dhi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dni                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    ghi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    pressure           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    temp_air           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 3,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "weather_ds.compute()"
+    "geo_weather"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>altitude</th>\n",
+       "      <th>Source</th>\n",
+       "      <th>wind_height</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>gid</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>49.95</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>0.5</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-7.5</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-5.5</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    latitude longitude altitude Source wind_height\n",
+       "gid                                               \n",
+       "0      49.95       1.5    176.0  PVGIS          10\n",
+       "1      51.95      -9.5    330.0  PVGIS          10\n",
+       "2      51.95      -8.5    137.0  PVGIS          10\n",
+       "3      51.95      -4.5    184.0  PVGIS          10\n",
+       "4      51.95      -3.5    160.0  PVGIS          10\n",
+       "5      51.95      -2.5     86.0  PVGIS          10\n",
+       "6      51.95      -1.5    217.0  PVGIS          10\n",
+       "7      51.95      -0.5     94.0  PVGIS          10\n",
+       "8      51.95       0.5     64.0  PVGIS          10\n",
+       "9      53.95      -9.5    119.0  PVGIS          10\n",
+       "10     53.95      -8.5    129.0  PVGIS          10\n",
+       "11     53.95      -7.5     97.0  PVGIS          10\n",
+       "12     53.95      -6.5     33.0  PVGIS          10\n",
+       "13     53.95      -2.5    136.0  PVGIS          10\n",
+       "14     53.95      -1.5    115.0  PVGIS          10\n",
+       "15     53.95      -0.5     33.0  PVGIS          10\n",
+       "16     55.95      -5.5    205.0  PVGIS          10\n",
+       "17     55.95      -4.5    248.0  PVGIS          10\n",
+       "18     55.95      -3.5    122.0  PVGIS          10\n",
+       "19     55.95      -2.5    150.0  PVGIS          10\n",
+       "20     57.95      -6.5    137.0  PVGIS          10\n",
+       "21     57.95      -4.5     59.0  PVGIS          10"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "geo_meta"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Geospatial Calculations from Locally Stored Data\n",
+    "\n",
+    "As shown above we can load from our `zarr` store and treat it like any other geospatial data in `pvdeg`.\n",
+    "\n",
+    "For demonstration we can run the analysis below to estimate effective standoff height and operating temperatures for the provided data. It may look like the `geo_res` contains empty results but that is because we did not have input data for all of the points in the input grid (think of this as a 2D plane formed between the latitude and longitude axes). Clicking on the stack of three circles in the bottom cell will expand the datavariable (like an attribute of the multidimensional array structure) and show the results.\n",
+    "\n",
+    "Additionally, we can interpolate and plot the results."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The array tilt angle was not provided, therefore the latitude tilt of 50.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 56.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 56.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 56.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 56.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 58.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 58.0 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
+     ]
+    }
+   ],
+   "source": [
+    "func=pvdeg.standards.standoff\n",
+    "\n",
+    "template = pvdeg.geospatial.auto_template(\n",
+    "    func=func,\n",
+    "    ds_gids=geo_weather\n",
+    ")\n",
+    "\n",
+    "geo_res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=func,\n",
+    "    template=template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
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+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
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+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
+       " */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
+       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2kB\n",
+       "Dimensions:    (latitude: 5, longitude: 12)\n",
+       "Coordinates:\n",
+       "  * latitude   (latitude) float64 40B 49.95 51.95 53.95 55.95 57.95\n",
+       "  * longitude  (longitude) float64 96B -9.5 -8.5 -7.5 -6.5 ... -1.5 -0.5 0.5 1.5\n",
+       "Data variables:\n",
+       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    T98_0      (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-dc300275-50bc-492d-9619-9b50470d6ea1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-dc300275-50bc-492d-9619-9b50470d6ea1' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 5</li><li><span class='xr-has-index'>longitude</span>: 12</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-54ba6630-a138-4bac-a787-f3be0ba73e7e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-54ba6630-a138-4bac-a787-f3be0ba73e7e' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>49.95 51.95 53.95 55.95 57.95</div><input id='attrs-ae68d2c8-32f0-43c3-bba5-8c7db99e013e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ae68d2c8-32f0-43c3-bba5-8c7db99e013e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3a8dcee-7b41-4cbc-8c1d-bad4dc964b1b' class='xr-var-data-in' type='checkbox'><label for='data-b3a8dcee-7b41-4cbc-8c1d-bad4dc964b1b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([49.95, 51.95, 53.95, 55.95, 57.95])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.5 -8.5 -7.5 ... -0.5 0.5 1.5</div><input id='attrs-8be35bd5-84a7-4652-8075-a012e855c6ed' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8be35bd5-84a7-4652-8075-a012e855c6ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25ac07d6-4487-4450-aa25-47634185c3f7' class='xr-var-data-in' type='checkbox'><label for='data-25ac07d6-4487-4450-aa25-47634185c3f7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5,  0.5,  1.5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-19de5027-7ba5-4db0-b7bb-d9f6538dd2eb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-19de5027-7ba5-4db0-b7bb-d9f6538dd2eb' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-559f31cd-f0a5-4018-9d71-ef192c533ffd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-559f31cd-f0a5-4018-9d71-ef192c533ffd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f51d5aee-8d60-4a2f-94d4-2cf2de3ecc9b' class='xr-var-data-in' type='checkbox'><label for='data-f51d5aee-8d60-4a2f-94d4-2cf2de3ecc9b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,  0.],\n",
+       "       [ 0.,  0., nan, nan, nan,  0.,  0.,  0.,  0.,  0.,  0., nan],\n",
+       "       [ 0.,  0.,  0.,  0., nan, nan, nan,  0.,  0.,  0., nan, nan],\n",
+       "       [nan, nan, nan, nan,  0.,  0.,  0.,  0., nan, nan, nan, nan],\n",
+       "       [nan, nan, nan,  0., nan,  0., nan, nan, nan, nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-a2cac552-a706-4746-a80a-45570da99434' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a2cac552-a706-4746-a80a-45570da99434' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5247c823-0cd6-4732-9657-134116b956b5' class='xr-var-data-in' type='checkbox'><label for='data-5247c823-0cd6-4732-9657-134116b956b5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
+       "                nan,         nan,         nan,         nan,         nan,\n",
+       "                nan, 60.95253061],\n",
+       "       [56.59512555, 53.07034099,         nan,         nan,         nan,\n",
+       "        53.20526103, 60.83555564, 59.5257354 , 57.95346809, 57.18719914,\n",
+       "        54.21177014,         nan],\n",
+       "       [51.0985667 , 48.68402644, 51.01251063, 53.88405413,         nan,\n",
+       "                nan,         nan, 53.63165841, 56.10903587, 56.31863402,\n",
+       "                nan,         nan],\n",
+       "       [        nan,         nan,         nan,         nan, 45.97509778,\n",
+       "        50.89323047, 53.94845641, 50.27927675,         nan,         nan,\n",
+       "                nan,         nan],\n",
+       "       [        nan,         nan,         nan, 50.39325135,         nan,\n",
+       "        51.69074735,         nan,         nan,         nan,         nan,\n",
+       "                nan,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-40f40ca4-4e99-4b38-a0c8-b42c1f31fa6c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-40f40ca4-4e99-4b38-a0c8-b42c1f31fa6c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13822f54-f4e8-4a10-8574-8e9ffb24555c' class='xr-var-data-in' type='checkbox'><label for='data-13822f54-f4e8-4a10-8574-8e9ffb24555c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
+       "                nan,         nan,         nan,         nan,         nan,\n",
+       "                nan, 39.30022792],\n",
+       "       [36.32938828, 33.34724832,         nan,         nan,         nan,\n",
+       "        34.23649626, 38.69478788, 38.96587081, 38.75905819, 37.49147734,\n",
+       "        35.60277   ,         nan],\n",
+       "       [32.94332711, 31.10865383, 31.97285777, 34.64610402,         nan,\n",
+       "                nan,         nan, 33.34225445, 35.79763983, 36.51414057,\n",
+       "                nan,         nan],\n",
+       "       [        nan,         nan,         nan,         nan, 27.86259826,\n",
+       "        32.34353167, 34.0867343 , 30.60700131,         nan,         nan,\n",
+       "                nan,         nan],\n",
+       "       [        nan,         nan,         nan, 30.66841491,         nan,\n",
+       "        32.36587173,         nan,         nan,         nan,         nan,\n",
+       "                nan,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-018c86de-0093-4ea6-8de8-883a84499c77' class='xr-section-summary-in' type='checkbox'  ><label for='section-018c86de-0093-4ea6-8de8-883a84499c77' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-24629957-5b27-4cb4-a316-891696c93c76' class='xr-index-data-in' type='checkbox'/><label for='index-24629957-5b27-4cb4-a316-891696c93c76' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([49.95, 51.95, 53.95, 55.95, 57.95], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b745a1fe-1099-4d4f-b055-71a260f00c99' class='xr-index-data-in' type='checkbox'/><label for='index-b745a1fe-1099-4d4f-b055-71a260f00c99' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5], dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f76abb17-305c-44fb-8d8f-d3066437bcbc' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f76abb17-305c-44fb-8d8f-d3066437bcbc' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 2kB\n",
+       "Dimensions:    (latitude: 5, longitude: 12)\n",
+       "Coordinates:\n",
+       "  * latitude   (latitude) float64 40B 49.95 51.95 53.95 55.95 57.95\n",
+       "  * longitude  (longitude) float64 96B -9.5 -8.5 -7.5 -6.5 ... -1.5 -0.5 0.5 1.5\n",
+       "Data variables:\n",
+       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    T98_0      (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "geo_res"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This plot lacks information on the area and does not include political boundary lines. For more information on plotting look at the `Scenario - Non-uniform Mountain Downselect.ipynb` tutorial in the tutorials and tools folder."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(<Figure size 1000x800 with 2 Axes>,\n",
+       " <GeoAxes: title={'center': 'Interpolated Sparse Analysis, T98_0'}, xlabel='Longitude', ylabel='Latitude'>)"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(geo_res, data_var='T98_0', method=\"nearest\")"
+   ]
   }
  ],
  "metadata": {

From 33bb216e034c2c5c369191200c7f0fcf9a9b1022 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Sat, 26 Oct 2024 22:07:26 -0600
Subject: [PATCH 054/109] add new PVGIS location to existing store

---
 pvdeg/store.py                       |  96 +++-
 pvdeg/weather.py                     |   4 +-
 scripts/load_pvgis_distributed.ipynb | 772 +++++++++++++++++++++++----
 3 files changed, 758 insertions(+), 114 deletions(-)

diff --git a/pvdeg/store.py b/pvdeg/store.py
index 518d8baf..864882b0 100644
--- a/pvdeg/store.py
+++ b/pvdeg/store.py
@@ -2,6 +2,7 @@
 import xarray as xr
 import pandas as pd
 import numpy as np
+import dask.array as da    
 import zarr
 import os
 
@@ -74,20 +75,90 @@ def store(weather_ds, meta_df):
 
     combined_ds = _combine_geo_weather_meta(weather_ds, meta_df)
 
-    # what mode should this be
-    # we want to add to indexes if need be or overwrite old ones
-    combined_ds.to_zarr(
-        store=METOROLOGICAL_DOWNLOAD_PATH, 
-        group=f"{group}-{periodicity}"
-    )
+
+    if not os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zmetadata")): # no zstore in directory
+        print("Creating Zarr")
+
+        combined_ds.to_zarr(
+            store=METOROLOGICAL_DOWNLOAD_PATH, 
+            group=f"{group}-{periodicity}",
+        )
+    else: # store already exists
+        print("adding to store")
+
+        print("opening store")
+        stored_ds = xr.open_zarr(
+            store=METOROLOGICAL_DOWNLOAD_PATH,
+            group=f"{group}-{periodicity}",
+        )
+
+        lat_lon_gid_2d_map = _make_coords_to_gid_da(ds_from_zarr=stored_ds)        
+
+        for gid, values in meta_df.iterrows():
+
+            target_lat = values["latitude"]
+            target_lon = values["longitude"]
+
+            lat_exists = np.any(lat_lon_gid_2d_map.latitude == target_lat)
+            lon_exists = np.any(lat_lon_gid_2d_map.longitude == target_lon)
+
+            if lat_exists and lon_exists:
+                print("(lat, lon) exists already")
+                stored_gid = lat_lon_gid_2d_map.sel(latitude=target_lat, longitude=target_lon)
+
+                # overwrite previous value at that lat-lon, keeps old gid
+
+                # will this be a view
+                # how can we assign the value
+                # cant slice?
+                stored_ds.sel(gid=stored_gid)[:] = combined_ds.sel(gid=gid).values()
+
+            else: # coordinate pair doesnt exist and it needs to be added, this will be a HEAVY operation
+                print("add entry to dataset")
+
+                # we are trying to save 1 "sheet" of weather (weather at a single gid)
+                # need to update the index to fit into the stored data after we concatenate
+                # we want to update the arbitrary gid in the input (combined_ds) to the next index in the gid array (starts at 0, current_gid + 1 = sizes["gid"] = new gid)
+                new_gid = stored_ds.sizes["gid"]
+                
+                # combined_ds.sel(gid=gid) = combined_ds.sel(gid=gid).assign_coords(gid=[new_gid]) # we may have the issues with this sel returning a view
+                updated_entry = combined_ds.sel(gid=gid).assign_coords(gid=[new_gid])
+
+                stored_ds = xr.concat([stored_ds, updated_entry], dim="gid")
+
+            # trigger rechunking
+            # should this happen outside of the loop
+            stored_ds = stored_ds.chunk() 
+
+        # SAVE DATASET BACK TO STORE
+        stored_ds.to_zarr(METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode='w') # test with "a" probably wont work
 
     print(f"dataset saved to zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
 
+### THIS NEEDS TO BE DEPRECATED
+def _add_entry_to_ds(combined_ds, stored_ds, target_lat, target_lon, gid):
+
+    new_gid = stored_ds.sizes["gid"] # zero indexed so the next index will be the current size
+
+    # new_entry = combined_ds.sel(gid=gid).expand_dims(gid=new_gid)
+
+    # for var in new_entry.data_vars:
+    #     existing_data = stored_ds[var]
+    #     new_data = new_entry[var]
+
+    # updated_data = xr.concat([existing_data, new_data], dim='gid')
+    stored_ds = xr.concat([stored_ds, combined_ds.sel(gid=gid)], dim="gid")
+
+    # stored_ds[var] = updated_datag
+
+    # stored_ds['latitude'] = xr.concat([stored_ds['latitude'], xr.DataArray([target_lat], dims='gid')], dim='gid')
+    # stored_ds['longitude'] = xr.concat([stored_ds['longitude'], xr.DataArray([target_lon], dims='gid')], dim='gid')
+
 
 
 def check_store():
     """Check if you have a zarr store at the default download path defined in pvdeg.config"""
-    if os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zattrs")):
+    if os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zmetadata")):
 
         size = sum(f.stat().st_size for f in METOROLOGICAL_DOWNLOAD_PATH.glob('**/*') if f.is_file())
 
@@ -118,17 +189,15 @@ def _combine_geo_weather_meta(
     ):
     """Combine weather dataset and meta dataframe into a single dataset"""
 
-    meta_ds = xr.Dataset.from_dataframe(meta_df)
-    # we could do some encoding scheme here, dont need to store source? unless the zarr compression handles it for us
-
-    meta_ds['gid'] = meta_ds['index'].values.astype(np.int32)
-    meta_ds = meta_ds.drop_vars(["index"])
+    meta_ds = xr.Dataset.from_dataframe(meta_df).rename({'index' : 'gid'})
 
     combined = xr.merge([weather_ds, meta_ds]).assign_coords(
         latitude=("gid", meta_ds.latitude.values),
         longitude=('gid', meta_ds.longitude.values),
     )
 
+    combined["Source"] = combined["Source"].astype(str) # save as strings
+
     return combined
 
 
@@ -140,6 +209,8 @@ def _seperate_geo_weather_meta(
     and seperate it into `weather_ds` and `meta_df`.
     """
 
+    ds_from_zarr["Source"] = ds_from_zarr["Source"].astype(object) # geospatial.mapblocks needs this to be an object
+
     # there may be a more optimal way to do this
     data = np.column_stack(
         [
@@ -163,7 +234,6 @@ def _make_coords_to_gid_da(
     ):
     """Create a 2D indexable array that maps coordinates (lat and lon) to gid stored in zarr store"""
 
-    import dask.array as da    
 
     # only want to do this if the arrays are dask arrays
     lats = ds_from_zarr.latitude.to_numpy()
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index 59f73655..4917283e 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -968,7 +968,7 @@ def _weather_distributed_vec(
 
     return weather_ds, meta_dict, None 
 
-def pvgis_empty_weather_ds(gids_size):
+def pvgis_hourly_empty_weather_ds(gids_size):
     """
     Create an empty weather dataset for pvgis hourly TMY data
     
@@ -1074,7 +1074,7 @@ def weather_distributed(database, coords):
 
     gids_failed = []
 
-    weather_ds = pvgis_empty_weather_ds(len(results)) # create empty weather xr.dataset
+    weather_ds = pvgis_hourly_empty_weather_ds(len(results)) # create empty weather xr.dataset
     meta_df = pd.DataFrame.from_dict(meta_dict_collection) # create populated meta pd.DataFrame 
 
     # these gids will be spatially meaningless, they will only show corresponding entries between weather_ds and meta_df
diff --git a/scripts/load_pvgis_distributed.ipynb b/scripts/load_pvgis_distributed.ipynb
index 5dc552e0..edc99d7e 100644
--- a/scripts/load_pvgis_distributed.ipynb
+++ b/scripts/load_pvgis_distributed.ipynb
@@ -46,16 +46,23 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "http://127.0.0.1:8787/status\n"
+     ]
+    }
+   ],
    "source": [
     "workers = 4\n",
     "\n",
     "cluster = LocalCluster(\n",
     "    n_workers=workers,\n",
     "    processes=True, \n",
-    "    # number of threads may matter\n",
     "    )\n",
     "\n",
     "client = Client(cluster)\n",
@@ -76,9 +83,486 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
+       " */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
+       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 14MB\n",
+       "Dimensions:            (gid: 22, time: 8760)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "  * gid                (gid) int32 88B 0 1 2 3 4 5 6 7 ... 15 16 17 18 19 20 21\n",
+       "Data variables:\n",
+       "    temp_air           (gid, time) float64 2MB 4.11 4.7 5.28 ... 0.35 0.37 0.38\n",
+       "    relative_humidity  (gid, time) float64 2MB 87.27 87.03 86.79 ... 86.37 86.14\n",
+       "    ghi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    dni                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    dhi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    IR(h)              (gid, time) float64 2MB 314.4 317.4 320.4 ... 271.9 274.1\n",
+       "    wind_speed         (gid, time) float64 2MB 3.11 3.1 3.08 ... 3.53 3.45 3.37\n",
+       "    wind_direction     (gid, time) float64 2MB 269.0 274.0 279.0 ... 245.0 242.0\n",
+       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-cde91754-9a73-4685-8cdf-cd5a93c5a174' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cde91754-9a73-4685-8cdf-cd5a93c5a174' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c3cab5af-f810-42e9-990c-28bfe3708fd7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c3cab5af-f810-42e9-990c-28bfe3708fd7' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-07623a36-671d-48b1-b95b-c38eff4a75b3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-07623a36-671d-48b1-b95b-c38eff4a75b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7dfb7e97-e2d8-476b-bc0e-b1c1dcb4a968' class='xr-var-data-in' type='checkbox'><label for='data-7dfb7e97-e2d8-476b-bc0e-b1c1dcb4a968' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-a74275f7-d78b-4984-a4c8-d0e1607690bd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a74275f7-d78b-4984-a4c8-d0e1607690bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b1a6d444-d6fc-491d-8b07-fc6068ee8263' class='xr-var-data-in' type='checkbox'><label for='data-b1a6d444-d6fc-491d-8b07-fc6068ee8263' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3cd09d0b-fb96-47b2-add5-16127fa67f3f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3cd09d0b-fb96-47b2-add5-16127fa67f3f' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.11 4.7 5.28 ... 0.35 0.37 0.38</div><input id='attrs-de2ed662-5705-42bd-aefc-72181740c5cd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-de2ed662-5705-42bd-aefc-72181740c5cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-09882637-eeea-4116-ada6-19a7754d11f8' class='xr-var-data-in' type='checkbox'><label for='data-09882637-eeea-4116-ada6-19a7754d11f8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[4.11, 4.7 , 5.28, ..., 2.36, 2.94, 3.53],\n",
+       "       [6.08, 5.44, 4.8 , ..., 7.99, 7.35, 6.71],\n",
+       "       [7.57, 6.94, 6.31, ..., 9.45, 8.82, 8.19],\n",
+       "       ...,\n",
+       "       [4.66, 4.34, 4.01, ..., 5.65, 5.32, 4.99],\n",
+       "       [4.3 , 4.23, 4.16, ..., 4.5 , 4.44, 4.37],\n",
+       "       [0.4 , 0.42, 0.44, ..., 0.35, 0.37, 0.38]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>87.27 87.03 86.79 ... 86.37 86.14</div><input id='attrs-0c32015a-2ea7-4e83-898a-c1bc65bc83ce' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0c32015a-2ea7-4e83-898a-c1bc65bc83ce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0d3ec41b-5a8f-4685-9b0a-055ee37a068e' class='xr-var-data-in' type='checkbox'><label for='data-0d3ec41b-5a8f-4685-9b0a-055ee37a068e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87.27, 87.03, 86.79, ..., 87.98, 87.75, 87.51],\n",
+       "       [92.41, 92.03, 91.64, ..., 93.57, 93.18, 92.8 ],\n",
+       "       [91.82, 91.44, 91.05, ..., 92.97, 92.59, 92.2 ],\n",
+       "       ...,\n",
+       "       [80.31, 80.83, 81.36, ..., 78.73, 79.26, 79.78],\n",
+       "       [76.99, 76.59, 76.2 , ..., 78.16, 77.77, 77.38],\n",
+       "       [85.9 , 85.66, 85.43, ..., 86.61, 86.37, 86.14]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-2fca88de-2dea-4f90-b2e5-f9eb4b78bcc9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2fca88de-2dea-4f90-b2e5-f9eb4b78bcc9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23b4609f-c259-4d76-a518-d4e66521c484' class='xr-var-data-in' type='checkbox'><label for='data-23b4609f-c259-4d76-a518-d4e66521c484' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       ...,\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-b64d9682-9438-4ac0-9c09-fee822b0e1fc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b64d9682-9438-4ac0-9c09-fee822b0e1fc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3b0ec9f-dc90-4862-b2c8-bbaa94e4a587' class='xr-var-data-in' type='checkbox'><label for='data-b3b0ec9f-dc90-4862-b2c8-bbaa94e4a587' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       ...,\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-78a4a2c0-3da5-4ce2-986a-c8320dbd1e34' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-78a4a2c0-3da5-4ce2-986a-c8320dbd1e34' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcc216a3-9eb8-4075-8b57-c52dfb17d760' class='xr-var-data-in' type='checkbox'><label for='data-fcc216a3-9eb8-4075-8b57-c52dfb17d760' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       ...,\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>314.4 317.4 320.4 ... 271.9 274.1</div><input id='attrs-24770d78-d45f-4b84-8137-4decfd9326c0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-24770d78-d45f-4b84-8137-4decfd9326c0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2dd1e0e1-c2b8-4535-ba37-56ed6197fcd8' class='xr-var-data-in' type='checkbox'><label for='data-2dd1e0e1-c2b8-4535-ba37-56ed6197fcd8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[314.43, 317.41, 320.38, ..., 305.5 , 308.47, 311.45],\n",
+       "       [306.87, 300.79, 294.72, ..., 325.08, 319.01, 312.94],\n",
+       "       [328.  , 321.71, 315.43, ..., 346.86, 340.57, 334.28],\n",
+       "       ...,\n",
+       "       [279.89, 275.88, 271.86, ..., 291.94, 287.92, 283.91],\n",
+       "       [ 17.39,  18.74,  20.09, ...,  13.33,  14.68,  16.04],\n",
+       "       [276.3 , 278.52, 280.75, ..., 269.63, 271.85, 274.08]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.11 3.1 3.08 ... 3.53 3.45 3.37</div><input id='attrs-a97d5bdb-33a6-4f87-92dd-c520ec671223' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a97d5bdb-33a6-4f87-92dd-c520ec671223' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fda96c9e-e2f7-444c-9977-0784af76506f' class='xr-var-data-in' type='checkbox'><label for='data-fda96c9e-e2f7-444c-9977-0784af76506f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3.11,  3.1 ,  3.08, ...,  3.14,  3.13,  3.12],\n",
+       "       [ 3.56,  3.52,  3.49, ...,  3.67,  3.63,  3.6 ],\n",
+       "       [ 4.9 ,  4.87,  4.84, ...,  4.98,  4.95,  4.92],\n",
+       "       ...,\n",
+       "       [10.02,  9.4 ,  8.79, ..., 11.86, 11.24, 10.63],\n",
+       "       [ 9.31,  8.92,  8.53, ..., 10.48, 10.09,  9.7 ],\n",
+       "       [ 3.29,  3.21,  3.14, ...,  3.53,  3.45,  3.37]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>269.0 274.0 279.0 ... 245.0 242.0</div><input id='attrs-3f237422-f864-497d-b7f1-fae58c43d2ad' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f237422-f864-497d-b7f1-fae58c43d2ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-92882884-9aae-4d4e-98cc-a8b3214456eb' class='xr-var-data-in' type='checkbox'><label for='data-92882884-9aae-4d4e-98cc-a8b3214456eb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[269., 274., 279., ...,  32.,  33.,  31.],\n",
+       "       [346., 346., 342., ..., 212., 216., 211.],\n",
+       "       [294., 338., 341., ..., 210., 215., 215.],\n",
+       "       ...,\n",
+       "       [259., 255., 246., ..., 235., 243., 249.],\n",
+       "       [346., 352., 355., ..., 168., 168., 168.],\n",
+       "       [329., 329., 330., ..., 252., 245., 242.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.014e+05 1.014e+05 ... 9.965e+04</div><input id='attrs-9ecd9b66-ad0f-4b24-b62c-de41c80d8001' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9ecd9b66-ad0f-4b24-b62c-de41c80d8001' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48061589-2984-4ed5-9a8c-293b4d67037f' class='xr-var-data-in' type='checkbox'><label for='data-48061589-2984-4ed5-9a8c-293b4d67037f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[101417., 101388., 101378., ...,  97618.,  97637.,  97647.],\n",
+       "       [ 98226.,  98255.,  98226., ...,  98283.,  98332.,  98264.],\n",
+       "       [100334., 100354., 100364., ..., 100600., 100698., 100639.],\n",
+       "       ...,\n",
+       "       [ 96722.,  96751.,  96790., ...,  96643.,  96810.,  97016.],\n",
+       "       [100472., 100551., 100620., ...,  98386.,  98544.,  98672.],\n",
+       "       [101716., 101775., 101815., ...,  99263.,  99471.,  99650.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-19814386-82c6-41c3-b7c8-1e695dbc6d75' class='xr-section-summary-in' type='checkbox'  ><label for='section-19814386-82c6-41c3-b7c8-1e695dbc6d75' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-683de329-9dc5-40c5-af9c-e1e1605d07ea' class='xr-index-data-in' type='checkbox'/><label for='index-683de329-9dc5-40c5-af9c-e1e1605d07ea' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-108eac46-e5f8-468c-851d-b13d9ff0ef8d' class='xr-index-data-in' type='checkbox'/><label for='index-108eac46-e5f8-468c-851d-b13d9ff0ef8d' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
+       "       20, 21],\n",
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7e848446-d7a0-4497-b07f-7e29354e76ca' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7e848446-d7a0-4497-b07f-7e29354e76ca' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 14MB\n",
+       "Dimensions:            (gid: 22, time: 8760)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "  * gid                (gid) int32 88B 0 1 2 3 4 5 6 7 ... 15 16 17 18 19 20 21\n",
+       "Data variables:\n",
+       "    temp_air           (gid, time) float64 2MB 4.11 4.7 5.28 ... 0.35 0.37 0.38\n",
+       "    relative_humidity  (gid, time) float64 2MB 87.27 87.03 86.79 ... 86.37 86.14\n",
+       "    ghi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    dni                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    dhi                (gid, time) float64 2MB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    IR(h)              (gid, time) float64 2MB 314.4 317.4 320.4 ... 271.9 274.1\n",
+       "    wind_speed         (gid, time) float64 2MB 3.11 3.1 3.08 ... 3.53 3.45 3.37\n",
+       "    wind_direction     (gid, time) float64 2MB 269.0 274.0 279.0 ... 245.0 242.0\n",
+       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "weather_ds.compute()"
    ]
@@ -103,9 +587,36 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating Zarr\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\distributed\\client.py:3362: UserWarning: Sending large graph of size 13.27 MiB.\n",
+      "This may cause some slowdown.\n",
+      "Consider loading the data with Dask directly\n",
+      " or using futures or delayed objects to embed the data into the graph without repetition.\n",
+      "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "dataset saved to zarr store at C:\\Users\\tford\\PVDeg-Meteorological\n"
+     ]
+    }
+   ],
    "source": [
     "pvdeg.store.store(weather_ds, meta_df)"
    ]
@@ -137,7 +648,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -150,12 +661,12 @@
    "source": [
     "### Inspecting the Results\n",
     "\n",
-    "explain *.compute() here*"
+    "explain *.compute() and dask here*"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
@@ -539,11 +1050,11 @@
        "    relative_humidity  (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
        "    temp_air           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
        "    wind_direction     (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-9427eef7-d0a3-49c0-ac99-9666fc9c904d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9427eef7-d0a3-49c0-ac99-9666fc9c904d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-7672a500-33b9-422e-af39-d91a9f234d9c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7672a500-33b9-422e-af39-d91a9f234d9c' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-12b26e80-afa8-4983-ac57-f6dd5f20b4d6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-12b26e80-afa8-4983-ac57-f6dd5f20b4d6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e1a26b15-846e-4338-8024-ad08cc92b895' class='xr-var-data-in' type='checkbox'><label for='data-e1a26b15-846e-4338-8024-ad08cc92b895' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-cfa46f85-f12c-4c15-a836-d10b54d81fc3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cfa46f85-f12c-4c15-a836-d10b54d81fc3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4a44ad9-8f69-4f8a-a724-c5c6c781f145' class='xr-var-data-in' type='checkbox'><label for='data-d4a44ad9-8f69-4f8a-a724-c5c6c781f145' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0533ab08-9771-4a6d-ba20-37c867355760' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0533ab08-9771-4a6d-ba20-37c867355760' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-0dc81e91-a7c6-48ff-b972-8831959473a4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0dc81e91-a7c6-48ff-b972-8831959473a4' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-21bd84f9-5845-4b6a-8731-3a62eda4791e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-21bd84f9-5845-4b6a-8731-3a62eda4791e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9df44ef0-bd31-4a7f-a401-808683cd83e0' class='xr-var-data-in' type='checkbox'><label for='data-9df44ef0-bd31-4a7f-a401-808683cd83e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-7cda80c0-195f-4057-bbed-2cce726858af' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7cda80c0-195f-4057-bbed-2cce726858af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6028b0ff-976c-446a-a66c-1b33f088fb25' class='xr-var-data-in' type='checkbox'><label for='data-6028b0ff-976c-446a-a66c-1b33f088fb25' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-02f98b9c-91be-47b5-af3a-1e8e9b16a0dd' class='xr-section-summary-in' type='checkbox'  checked><label for='section-02f98b9c-91be-47b5-af3a-1e8e9b16a0dd' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-faa1cfa5-c1ff-4c58-ae39-9f78baa01aa2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-faa1cfa5-c1ff-4c58-ae39-9f78baa01aa2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-17c9fdba-4f4b-4371-9d71-4a5e1bc5d4b9' class='xr-var-data-in' type='checkbox'><label for='data-17c9fdba-4f4b-4371-9d71-4a5e1bc5d4b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bbba23dc-42cd-4756-a9f9-8841e5f75b86' class='xr-section-summary-in' type='checkbox'  checked><label for='section-bbba23dc-42cd-4756-a9f9-8841e5f75b86' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-fee9e01d-17ec-47b7-a891-baca629bd36f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fee9e01d-17ec-47b7-a891-baca629bd36f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f443987b-c77c-4248-9bfc-f55ace9312b6' class='xr-var-data-in' type='checkbox'><label for='data-f443987b-c77c-4248-9bfc-f55ace9312b6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -598,7 +1109,7 @@
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-af33e6a9-15ee-41c7-8499-4bb4a38caf62' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-af33e6a9-15ee-41c7-8499-4bb4a38caf62' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0d9aff30-5002-42c9-8d86-9991a79b563a' class='xr-var-data-in' type='checkbox'><label for='data-0d9aff30-5002-42c9-8d86-9991a79b563a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-6573a037-6688-4f98-afa7-44d348331e79' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6573a037-6688-4f98-afa7-44d348331e79' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35bea160-e973-43fd-83a5-a56162735cdc' class='xr-var-data-in' type='checkbox'><label for='data-35bea160-e973-43fd-83a5-a56162735cdc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -653,7 +1164,7 @@
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-b1d16280-82c6-4ebf-a03d-6f14ce8a30d7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b1d16280-82c6-4ebf-a03d-6f14ce8a30d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3d4ae66-b68a-4f76-8e9e-780d98485e8a' class='xr-var-data-in' type='checkbox'><label for='data-c3d4ae66-b68a-4f76-8e9e-780d98485e8a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-1e5f965a-179f-4290-8e3b-eaeb8adb3ccf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1e5f965a-179f-4290-8e3b-eaeb8adb3ccf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2ff55ff9-2785-4704-8139-80d733a084c7' class='xr-var-data-in' type='checkbox'><label for='data-2ff55ff9-2785-4704-8139-80d733a084c7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -708,7 +1219,7 @@
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-3f7c0a68-87df-428a-a620-eb263c0cd8aa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f7c0a68-87df-428a-a620-eb263c0cd8aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-62b661fd-001b-4923-9da4-3b829c344db1' class='xr-var-data-in' type='checkbox'><label for='data-62b661fd-001b-4923-9da4-3b829c344db1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-a208ad62-d7e8-4ddf-a848-b24e9e01891c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a208ad62-d7e8-4ddf-a848-b24e9e01891c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d129aa5c-b387-423b-804f-99ce278e38e0' class='xr-var-data-in' type='checkbox'><label for='data-d129aa5c-b387-423b-804f-99ce278e38e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -763,7 +1274,7 @@
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-f1cb2a95-826e-4a21-9388-4e8adf26e672' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f1cb2a95-826e-4a21-9388-4e8adf26e672' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-06f07629-f233-4943-9119-4125e0de0ea7' class='xr-var-data-in' type='checkbox'><label for='data-06f07629-f233-4943-9119-4125e0de0ea7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-b1cc53b1-1ff9-47aa-950a-5623ced21a4a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b1cc53b1-1ff9-47aa-950a-5623ced21a4a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d8f01d0-a9f5-4245-ad05-0572e41d0c34' class='xr-var-data-in' type='checkbox'><label for='data-7d8f01d0-a9f5-4245-ad05-0572e41d0c34' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -818,7 +1329,7 @@
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-92338faa-474e-4b42-87f7-cb2d107d5d80' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-92338faa-474e-4b42-87f7-cb2d107d5d80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67957994-6e27-4215-b97d-b2d67768b3d9' class='xr-var-data-in' type='checkbox'><label for='data-67957994-6e27-4215-b97d-b2d67768b3d9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-689e11ad-3890-48cd-8cbb-14887f83ed26' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-689e11ad-3890-48cd-8cbb-14887f83ed26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-828cf294-7008-4c0b-8dac-0e15b7dac19a' class='xr-var-data-in' type='checkbox'><label for='data-828cf294-7008-4c0b-8dac-0e15b7dac19a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -873,7 +1384,7 @@
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-75079550-9c71-46f5-bf56-9352450aba3e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-75079550-9c71-46f5-bf56-9352450aba3e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-572056e0-ddd8-4981-a969-fbfbb6d6a9da' class='xr-var-data-in' type='checkbox'><label for='data-572056e0-ddd8-4981-a969-fbfbb6d6a9da' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-69665488-9ec1-46e6-8b23-62194524553e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-69665488-9ec1-46e6-8b23-62194524553e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0f2a1bb-a990-4924-8b81-ff7d572d3f3d' class='xr-var-data-in' type='checkbox'><label for='data-c0f2a1bb-a990-4924-8b81-ff7d572d3f3d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -928,7 +1439,7 @@
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-4c46a3b9-68aa-49fc-89b3-63dd665b23d9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4c46a3b9-68aa-49fc-89b3-63dd665b23d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ae509a7-7b51-4725-b04b-dce7c19aaf77' class='xr-var-data-in' type='checkbox'><label for='data-4ae509a7-7b51-4725-b04b-dce7c19aaf77' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-0d06432d-5c81-44a2-a82c-3a58d0c3fbea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0d06432d-5c81-44a2-a82c-3a58d0c3fbea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a2c59cea-dce0-4ada-a394-b047c109c189' class='xr-var-data-in' type='checkbox'><label for='data-a2c59cea-dce0-4ada-a394-b047c109c189' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -983,7 +1494,7 @@
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-df377641-d7a9-47b6-b4ce-ad834ad23013' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-df377641-d7a9-47b6-b4ce-ad834ad23013' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-736b319c-c103-43b3-bd8e-4a84d8ffaed7' class='xr-var-data-in' type='checkbox'><label for='data-736b319c-c103-43b3-bd8e-4a84d8ffaed7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-8b49d259-0dd8-4839-aea6-9abe95e48fcf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8b49d259-0dd8-4839-aea6-9abe95e48fcf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a7b68f06-f069-457a-90cd-2c11dfc9a801' class='xr-var-data-in' type='checkbox'><label for='data-a7b68f06-f069-457a-90cd-2c11dfc9a801' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -1038,9 +1549,9 @@
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-03ad909b-a1c3-4b6d-bada-7d114d151aa0' class='xr-section-summary-in' type='checkbox'  ><label for='section-03ad909b-a1c3-4b6d-bada-7d114d151aa0' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-bf949915-972f-4079-a8be-50124779b07b' class='xr-index-data-in' type='checkbox'/><label for='index-bf949915-972f-4079-a8be-50124779b07b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-0ee9245e-0118-45b2-af23-7f929268cb3d' class='xr-section-summary-in' type='checkbox'  ><label for='section-0ee9245e-0118-45b2-af23-7f929268cb3d' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-42832619-8d62-4507-8af1-4d9d95f53101' class='xr-index-data-in' type='checkbox'/><label for='index-42832619-8d62-4507-8af1-4d9d95f53101' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
        "       20, 21],\n",
-       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-74f90ec2-2f75-44ed-a203-ba2c208b9463' class='xr-index-data-in' type='checkbox'/><label for='index-74f90ec2-2f75-44ed-a203-ba2c208b9463' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7df0e3bb-e8c9-42f6-9d4c-e77281a67b29' class='xr-index-data-in' type='checkbox'/><label for='index-7df0e3bb-e8c9-42f6-9d4c-e77281a67b29' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
        "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
        "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
@@ -1051,7 +1562,7 @@
        "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
        "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-33966444-cd4b-43f8-bad1-844e06e53c6b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-33966444-cd4b-43f8-bad1-844e06e53c6b' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3ccaede0-2207-42ed-a7f5-f058bbdf62bf' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3ccaede0-2207-42ed-a7f5-f058bbdf62bf' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 14MB\n",
@@ -1071,7 +1582,7 @@
        "    wind_speed         (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>"
       ]
      },
-     "execution_count": 3,
+     "execution_count": 9,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1082,7 +1593,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -1329,7 +1840,7 @@
        "21     57.95      -4.5     59.0  PVGIS          10"
       ]
      },
-     "execution_count": 4,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1353,60 +1864,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 11,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The array tilt angle was not provided, therefore the latitude tilt of 50.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 52.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 54.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 56.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 56.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 56.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 56.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 58.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 58.0 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "func=pvdeg.standards.standoff\n",
     "\n",
@@ -1425,7 +1885,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 12,
    "metadata": {},
    "outputs": [
     {
@@ -1801,13 +2261,9 @@
        "  * latitude   (latitude) float64 40B 49.95 51.95 53.95 55.95 57.95\n",
        "  * longitude  (longitude) float64 96B -9.5 -8.5 -7.5 -6.5 ... -1.5 -0.5 0.5 1.5\n",
        "Data variables:\n",
-       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
        "    T98_0      (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
-       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-dc300275-50bc-492d-9619-9b50470d6ea1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-dc300275-50bc-492d-9619-9b50470d6ea1' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 5</li><li><span class='xr-has-index'>longitude</span>: 12</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-54ba6630-a138-4bac-a787-f3be0ba73e7e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-54ba6630-a138-4bac-a787-f3be0ba73e7e' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>49.95 51.95 53.95 55.95 57.95</div><input id='attrs-ae68d2c8-32f0-43c3-bba5-8c7db99e013e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ae68d2c8-32f0-43c3-bba5-8c7db99e013e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3a8dcee-7b41-4cbc-8c1d-bad4dc964b1b' class='xr-var-data-in' type='checkbox'><label for='data-b3a8dcee-7b41-4cbc-8c1d-bad4dc964b1b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([49.95, 51.95, 53.95, 55.95, 57.95])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.5 -8.5 -7.5 ... -0.5 0.5 1.5</div><input id='attrs-8be35bd5-84a7-4652-8075-a012e855c6ed' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8be35bd5-84a7-4652-8075-a012e855c6ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25ac07d6-4487-4450-aa25-47634185c3f7' class='xr-var-data-in' type='checkbox'><label for='data-25ac07d6-4487-4450-aa25-47634185c3f7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5,  0.5,  1.5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-19de5027-7ba5-4db0-b7bb-d9f6538dd2eb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-19de5027-7ba5-4db0-b7bb-d9f6538dd2eb' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-559f31cd-f0a5-4018-9d71-ef192c533ffd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-559f31cd-f0a5-4018-9d71-ef192c533ffd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f51d5aee-8d60-4a2f-94d4-2cf2de3ecc9b' class='xr-var-data-in' type='checkbox'><label for='data-f51d5aee-8d60-4a2f-94d4-2cf2de3ecc9b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,  0.],\n",
-       "       [ 0.,  0., nan, nan, nan,  0.,  0.,  0.,  0.,  0.,  0., nan],\n",
-       "       [ 0.,  0.,  0.,  0., nan, nan, nan,  0.,  0.,  0., nan, nan],\n",
-       "       [nan, nan, nan, nan,  0.,  0.,  0.,  0., nan, nan, nan, nan],\n",
-       "       [nan, nan, nan,  0., nan,  0., nan, nan, nan, nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-a2cac552-a706-4746-a80a-45570da99434' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a2cac552-a706-4746-a80a-45570da99434' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5247c823-0cd6-4732-9657-134116b956b5' class='xr-var-data-in' type='checkbox'><label for='data-5247c823-0cd6-4732-9657-134116b956b5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
+       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-423ec50c-6705-4f6d-ad5c-15c8574935b6' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-423ec50c-6705-4f6d-ad5c-15c8574935b6' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 5</li><li><span class='xr-has-index'>longitude</span>: 12</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-30d2e0c6-47ae-4633-81cb-fc43a5ba5ad4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-30d2e0c6-47ae-4633-81cb-fc43a5ba5ad4' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>49.95 51.95 53.95 55.95 57.95</div><input id='attrs-cec6083f-3110-40e2-a821-fb42284e48d3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cec6083f-3110-40e2-a821-fb42284e48d3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9f5cd040-be4e-49e4-aaaf-8566ef3e426f' class='xr-var-data-in' type='checkbox'><label for='data-9f5cd040-be4e-49e4-aaaf-8566ef3e426f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([49.95, 51.95, 53.95, 55.95, 57.95])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.5 -8.5 -7.5 ... -0.5 0.5 1.5</div><input id='attrs-a1e5a849-510a-4d42-b9bd-5d2d6c7eac93' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a1e5a849-510a-4d42-b9bd-5d2d6c7eac93' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff04f08e-4a6d-48fa-ae78-bbdc2097bc26' class='xr-var-data-in' type='checkbox'><label for='data-ff04f08e-4a6d-48fa-ae78-bbdc2097bc26' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5,  0.5,  1.5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f15d3582-426f-412b-bf2f-350b3c1b94f2' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f15d3582-426f-412b-bf2f-350b3c1b94f2' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-36fa5aac-94f7-4441-a85a-9bc6e0d4a29d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-36fa5aac-94f7-4441-a85a-9bc6e0d4a29d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99bae0df-5b46-4013-8f86-6bb42eeefca6' class='xr-var-data-in' type='checkbox'><label for='data-99bae0df-5b46-4013-8f86-6bb42eeefca6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
        "                nan,         nan,         nan,         nan,         nan,\n",
        "                nan, 60.95253061],\n",
        "       [56.59512555, 53.07034099,         nan,         nan,         nan,\n",
@@ -1821,7 +2277,7 @@
        "                nan,         nan],\n",
        "       [        nan,         nan,         nan, 50.39325135,         nan,\n",
        "        51.69074735,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-40f40ca4-4e99-4b38-a0c8-b42c1f31fa6c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-40f40ca4-4e99-4b38-a0c8-b42c1f31fa6c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13822f54-f4e8-4a10-8574-8e9ffb24555c' class='xr-var-data-in' type='checkbox'><label for='data-13822f54-f4e8-4a10-8574-8e9ffb24555c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
+       "                nan,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-7ab38983-c07f-43b2-ba2f-fe6d51b53c59' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7ab38983-c07f-43b2-ba2f-fe6d51b53c59' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa85e6c4-82ea-42c8-909f-5f1c6031bc6b' class='xr-var-data-in' type='checkbox'><label for='data-fa85e6c4-82ea-42c8-909f-5f1c6031bc6b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
        "                nan,         nan,         nan,         nan,         nan,\n",
        "                nan, 39.30022792],\n",
        "       [36.32938828, 33.34724832,         nan,         nan,         nan,\n",
@@ -1835,7 +2291,11 @@
        "                nan,         nan],\n",
        "       [        nan,         nan,         nan, 30.66841491,         nan,\n",
        "        32.36587173,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-018c86de-0093-4ea6-8de8-883a84499c77' class='xr-section-summary-in' type='checkbox'  ><label for='section-018c86de-0093-4ea6-8de8-883a84499c77' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-24629957-5b27-4cb4-a316-891696c93c76' class='xr-index-data-in' type='checkbox'/><label for='index-24629957-5b27-4cb4-a316-891696c93c76' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([49.95, 51.95, 53.95, 55.95, 57.95], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b745a1fe-1099-4d4f-b055-71a260f00c99' class='xr-index-data-in' type='checkbox'/><label for='index-b745a1fe-1099-4d4f-b055-71a260f00c99' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5], dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f76abb17-305c-44fb-8d8f-d3066437bcbc' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f76abb17-305c-44fb-8d8f-d3066437bcbc' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "                nan,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-7466c1b3-34ba-4925-8b8e-a49b7e7be51e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7466c1b3-34ba-4925-8b8e-a49b7e7be51e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-09b03d23-a609-4c59-a636-66b27a9656ac' class='xr-var-data-in' type='checkbox'><label for='data-09b03d23-a609-4c59-a636-66b27a9656ac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,  0.],\n",
+       "       [ 0.,  0., nan, nan, nan,  0.,  0.,  0.,  0.,  0.,  0., nan],\n",
+       "       [ 0.,  0.,  0.,  0., nan, nan, nan,  0.,  0.,  0., nan, nan],\n",
+       "       [nan, nan, nan, nan,  0.,  0.,  0.,  0., nan, nan, nan, nan],\n",
+       "       [nan, nan, nan,  0., nan,  0., nan, nan, nan, nan, nan, nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4fcc086f-171c-4110-9cde-a4fe892eb2d0' class='xr-section-summary-in' type='checkbox'  ><label for='section-4fcc086f-171c-4110-9cde-a4fe892eb2d0' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-09ca9390-e870-4d2b-98ad-df206d16ba1b' class='xr-index-data-in' type='checkbox'/><label for='index-09ca9390-e870-4d2b-98ad-df206d16ba1b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([49.95, 51.95, 53.95, 55.95, 57.95], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-9ef61167-e933-48eb-a445-7cbaa8961343' class='xr-index-data-in' type='checkbox'/><label for='index-9ef61167-e933-48eb-a445-7cbaa8961343' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5], dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4a9154fe-0204-4a20-92f5-4f7ec2306b16' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4a9154fe-0204-4a20-92f5-4f7ec2306b16' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 2kB\n",
@@ -1844,12 +2304,12 @@
        "  * latitude   (latitude) float64 40B 49.95 51.95 53.95 55.95 57.95\n",
        "  * longitude  (longitude) float64 96B -9.5 -8.5 -7.5 -6.5 ... -1.5 -0.5 0.5 1.5\n",
        "Data variables:\n",
-       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
        "    T98_0      (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
-       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan"
+       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan"
       ]
      },
-     "execution_count": 7,
+     "execution_count": 12,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -1862,28 +2322,27 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "This plot lacks information on the area and does not include political boundary lines. For more information on plotting look at the `Scenario - Non-uniform Mountain Downselect.ipynb` tutorial in the tutorials and tools folder."
+    "This plot lacks information on the area and does not include some political boundary lines. For more information on plotting look at the `Scenario - Non-uniform Mountain Downselect.ipynb` tutorial in the tutorials and tools folder."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 13,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "(<Figure size 1000x800 with 2 Axes>,\n",
-       " <GeoAxes: title={'center': 'Interpolated Sparse Analysis, T98_0'}, xlabel='Longitude', ylabel='Latitude'>)"
+       "(<Figure size 1000x800 with 2 Axes>, <GeoAxes: >)"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 13,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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",
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yQqORTLry77aZzq7uuLh54O4dSKsOfRl07Z2S5GjCyksLeeyGDqjVar766l2eefZ1PAOaEdGiwzknMv7y88+/MWnSowA4OzszZsxV3Hrr9SxYsJS33/4UR0dHTCYTVquV8Gateej1WXKDcw6eva0n48ddyQsvPMo3CxL4ecWRU44tzTxE4soviR/5GI7u/ie8pigKh5d+gkqtpfmQibXPXeDVC4qd2w9sKoXyzCOkrfkZ/3YD8Y3reU7nsz8u+6ay5/2y6u2bCzvmWvfM6Vdx1GfHjj18881M5s1bRHV1NQMG9uHWW8by00/zWLFiDaAiOq4z/iHR+AVFUJyfxaYVs6ipqmD48MFMnHgT8fGtSE/PZNu2XTzyyAtEtezIw2/OrjtHYW4Gq+Z/y7pFP+LgoOexR+/lnnv+x/79Cdxx5yOkpKRz93Nf07J9r7OOXwghhGhKZIVG0yIJjUayfslMZnzwBO7ubnTs2Ib9+w+Rl1fb4nHqtxvw9j/9/nhxadu5fhFfvjqJVq1a0KJFNHPn/oHBYDjnRMZfCgoKuemmyWzevB0XNy90eh3FBbl1rwdHtqTv8JsIjmxBZIsOspf+HH364m2oanL5ZsZ0Jr2+5rQ331azkd2zXiCw9UCC2py8qmHfvGm4BsQQ0X00cPEmNOyJSxIap2cymbBYrDg4GOq6lhQUFDJnzkLWrttCclIaKSmpODg6cOst47jtthtPWPEB8Pnn3/HEE1Px8g2m68BrKS7IJmn/FvJz0nFxdeXee25l0qRbcXV14eOPv+Gll98hMLQZtz76PkHhseccuxBCCNFUSEKjaZEtJ42k+6DRFGSnsWHpT/z553qgduvB+Ptfl2TGZaBDryu5/5UZ/PHjO8eTGXq2bl1CWNi5/93bbDa2bdtNfkERABOf/YLIFu05vHsDeVkp1FRV0GvYjbi4eZ5hJnEmPYZcz2cv38kPs9eccaxGZ8AzrDX5iZsJiOuHWqPFYqrGUl2BWqenpiyfgPj+FyBq0dj0ej36fyVXfHy8mTjxFiZOvAWo/XesKMop28L27NmVW2+9nsTEZHas+gU/P19GjxpIjx6d6d27G+7ubmRkZDNhwr1s2LCFgdfeydU3P4JOZzjflyeEEEIIccHJCo1GZjbVUJibgYdPIA6OJ9c7EE2bzWplxbwvWfDD20RGhvHZp6/ToUObs55nzpyF3HHHFACaxXfh+ntfkU9jz6Mj+7bwzuNj6X3Dkxi1PmdcTVBdksP+BW/h36IXoZ2vYedPT2OzGGtrJygK3lEdiep9IyArNOrO1wRXaFwIc+f+wZSHnkOrd+amKW/Tol09W4OEEEKIy5is0Gha7PkRVZxHOr0DAaExksy4TKk1GoaMvpsnP/gDk+LIkCFjmTr1HUpLy89qnldeeReA5m17MOX1XyWZcZ45OLkAUFBcYdd4R48AwruMIjdhHYeWfFSbzABc/SJxC4pF6+By3mIVl4fS0nIm3v0ot9/+IM3a9uGpj5ZKMkMIIYQQTZ4kNIS4CASFx/Lo2/O48oYHeO+9L4lt3p033/wIk8l0ymOMRiPz5y/h+hsmkpKSDsDwGx+UuhgXQH52KgAOLt52H+PXoifNh0w8oUtJeW4ysYPuIqzz1Q0eo7h8bNq0nV69r2LBghXc+vC73P74Rzi7ntwBRQghhBCiqZEaGkJcJDRaHVfe+ADdh4xl9YLveP31j5kzdzEfvD+VLl3aA7VdMXbu3MvMmfOYPWchpSWlRDZvxw2TX6XH4DHSHecCyTx2CJ2DCzpH17M6zi0wllaBsViMVViMVWgdnCUBJc6Z2Wxm2rQPee+9z4lu2ZGnX/oFb//Qxg5LCCGEEOKCkRoaQpxnRflZZCQfRFEU2nQdZPcNbMaxBH764HFSEvdy++3jGTCgFx999C0bN27ByyeAzv2vpevAawkMa3aer0D82+JZXzP/25dwcPHB4OyJ3sULg4sXBmcvDC6eGFy80Tu6nXBMw9a9sG+qhqx7Ydc57Z7rzAPtih3sWmdosbMzsdWOfKDGbN9ca587u1obVquVxMRk9u07SIsWMbRpE3fa8YmJSUyc+Cj79iUwfMIUho6ehPoUhUSFEEII8TepodG0yAoNIc6T6soy/pjxHqsXfIfVagFg+PgpjBj/oF3Hh0S25JG35rF6wXf8+MObfPXVj4TFxDPxmc9p03Ww3Lw0Imf/FkR2upaaikKMlcVUFWdRnLEfi7GyboyTZxBh7UfgHti8ESMVF7vNm3fw7rufs27dZqqrq+ueHzFiCM899zDNmkWdMH7nzr28/fZnLFmyEr+gCB55ey4RsW0vdNhnxWq1kJ+VQmV5CVqtHo1Oh1arQ6PVo9Xp0Gj/elz7u1qjlZVLQgghhLCLJDSEaGA2m431i39i0U/vUlpcQO/e3XBxcWbx4pWkH917VnOpNRoGjLyNLv1HkpuZTGSLDqjVUvqmMVmtVjKy8vFv1qPuOUVde/NlNddgrCymujSX3CMbOfTnF4R1uBrfqM5oHJwaK2RxkVEUhfXrt/DGGx+zfv1mgiNiueKGBwlv1oaQqFbs2bSUH99/nILCIhYvmll33Dff/MTjj7+MX1Ak19/7Cl0HXIve4NCIV3KinIwkEvdsIiA0Gp/AcLJSDrNn01L2bFpCeWmx3fOoNRpiW3elc7+RtOtxBU4uUg9ECCGEEPWThIYQDcxiNjHz46frHq9btxl3Tx9G3fYkA0fefk5zurh74eLu1VAhXlSqq8rRaHTkZiRRXVlGbJvujR3SaWVm5mA21+47UGw2ygtTKc48QEnWISzGSjR6B0LaXEHLgXeTtnMhaTvnk7ZzPu3HvITOIN2MLmeKorBy5TrefPMTtm7d8feKq25DTkhUVlWUAfD0Uw8CUFZWzvPPv8H06T/T7+pbGX3HMxddvZz0pAO898Q4qqsqTih8Gx4exm23jmHgwN74+HhjsZgxmWp/mc1///mv581mM2Vl5fyx6E9+fP9xfv7kWeI796dzv5HEd+6PTn/+Ejh5WSkkJ+ygOD/rrI9VqdTEtu1OVIsO9b7+13tyKa08qamuZOe6haQd3U9FaRFqjQaNVodGo0Wj1aLR6E74XW9wpNew8VKQVgghxAUlCQ0hzpLNZiMv6xgBIdH1vq43OHDLw+9QVpyPqaYa/5Ao2vW4Ap3ecIEjvfgdPbCNj569CbPZhM1qBeDeF78lvvOARo7s1I6l1NYJMhsr2bv4bczVZegcXPEIbonB2YuKwjSOrv8Bt4BmuPnVfo04eQah1dtZyEE0CeXlFSQlpZCfX0hNTQ3p6VnMmr2Q3bv2EtWiPfe88A3xnQfUe4PrExCKoihcddUEWrZsTnpGFiaTmfH3T6PXFTc0wtWc2eE9G6iqLGf79uVUVVWTlZVDVFQ4MTGR53QTP3HiLWRn5zJv3iJ++XU+X7xyN04ubrRs34fQ6DhColoREtUKdy+//xS3saaKHWsXsnHZzyQd3AGAt7c3qrNcCVdTU8P879/kqpsexsM7gH1bV2A21dC6y2BSEndzZO9GykoKCY5sQXBkbeyhUa0Iimhx3tq2K4rC9rUL2LD4J4rzM3Hz9CUwoiUdeg2jWetuaDT1/wiYeewQaxf9wLZVv2GsqaJZsxj8/X2wmq2YqywYLRbMZgsWswWz2YzZUvvnrKwsSgpzGDfppfNyPUIIIUR9pCioEGchYec6PnhmAgDPfrqcoPDYE143m2rYuX4R6xfP4OiB7XXPRzZvy8Rnv8Tdy/+Cxnsxs1mtTHtgOH5eBq4fNxJHRwOzZi1kzZoNtO4ygIGj7iS2TfeL6hNNs9nML7MWYLVaMVYWsWv+q/hEdCSqx/WoVH/fABVnHiRtx++YqsvxDIkjovO1aAx2JjSkKGjtmIu8KKilqoKCXWuxmWpQ6x3Q6A2YSgsxFudjLM7HUll2wnF6gwMxcV0YdO1dtGjf66Sva0VRyEw5xI61C9i5diF5x1sDA1w14SF6DBmHh0+AfRdygSmKwh8/vc+in95jy5YlJ9X9aAiJiUnMnr2Adeu2sm9/ApUVFQC4e/kSHNGyLsEREtUK/+Co09YYslrMpB7dx6bls9ixZj411ZX07deTm28aw4ABvXF3P7vuRVC7Fe2pp17lq69+xGaz0a59G4xGIwkHD9OiRSz9+nUnKCiAgwcT2bs3gcTEo1gsFlQqFQEhkfgFxwBgsRjxD4lh5K2PkXpkHxuX/kJFWRGuHt7ExHelVYfeuHv5Y7NaqSgrws3TF6hNzKxbNIOjB7YRGh1H226D2bh8Fqt+/4Z+/XrSpk0r8vIK2LBhG+npGbh5eNOm+1Bi23THLyiSqopS8rNS2LpqLkkHd+Dn78ctN4/hppvGEhoaZNd78Omn3/LUU68y8tbH6dB7OFtWzuXoga14+gZxzS2P4eEt3/+EEBcHKQratEhCQwg7WMwmZn/5MmsWfl/33PvzDqM3OGAy1pCauIe9W5azecUsKspK6N2nBzdcfw3h4aEYjUbuuONhWvcYwfX3vNyIV3HxsFrMLPjhHZbN/pQlS36pa0trs9n49dffef+DrziUkEiX/iMZf//rF02dgKTkVNZv2Iq5poLkrb9SnHmQ4LiBhLS78ozHSpeTf8516Sc0Uud/Q0VaInp3b6zGGqymajR6B8zlJScdExPXmRvvew3/kOiTauAoikLCzrX8Pv110pIO4O7hzlUjhjBgQC+eeeY19C5+PP7eAvsu4DzZtmY+xupKQqPjCYqIRaf7e7VZdtoRFv74DjvXL+LRRyfz1FMPnPd4bDYbaWkZ7N9/iH37Eti7N4F9+w6RmZkJ1CaPgiNb4BsYiU5vQH18i0RFaRG56YlkpyVhsZgJDArkpgnXMX78dYSFhTRIbBUVldhsNtzcXLHZbFRUVOLmdnKCxGg0cvjwUfbtS2D//kMcOXIMjUaNXq9j+fK1OLv7UFKQTWRUBM1iIsjIyGH//oMAhEa1xGq1kpWaSExcZwLCmrFvy3Iqy0vo2rUDu3cfqEv4PPfcI0yZMrHuvIqisHv3fn77bTG/z19GakrqCXH16duT22+7nmHDBqLTnd22JkVRmDr1Xd5551MAHBwcGDSoD5s378Tg4sXDb87B0dntDLMIIcT5JwmNpkUSGuKytXP9IuZ8+RJBES2IbN6eqopSSovzKS/OJz35IFUVpXTpdzWjbnuar6bdQ+qRvViO107o0n8UzVp3xTcwnPee/HsJ+OTJt3PLLeOIiYkE4MiRZO688yH27DlAZIv2xMR1Qac30Kx1N9w8fVGr1Ti5uNd9ytaU2Ww2ju7fwrY189m9YREVZSU888xDPPzwpJPGKorCrFnzeeCBZwiLbcfdz355UfwgvHL5OjIzckja/itFmfuJ6ngdXsFtUKkb7gbdviSEfZmDhk1C2DHG3iREAyZtbLozD7TYWY/VZs8mTAUqUhNJnfUZwcPH49GyI1ZjNfmbV1C0cy2K1YrBN5C7rh9Ojx6dyc7O5bVpH5Kfl49Wq8PLLwhP32Dcvfyw2Wzkph8hPTmBrl078eCDdzJgQC+qqqq5/vq72bvvEJOn/nDKugwNqbqqnAPbVpOfnUJhbgZFeRkk7FoPgIOTKzVV5QBoNFo8vP0wODpTUVpEWUkhvr4+vPHGc4wcOey8x3k6xcUlHDhwmH37DrJvXwLJyemYzOba7REWC+5urrRq1YyWLWOJi2tO164d0FyE3aK2bt3FCy+8Sfv2rXnppcfqYiwoKGTVqg38+ed6kpJSGTKkLxs2bCU7O5/evbswefJthIeHUlNjZMeO3VgsVvr0Of0qt+LiEpKTU/Hy8iAwMAAHh/++NfLIkWRSUtJp3z4eHx9vDh8+ypCh49A5uDL6zudp233IRbXyTghx+ZGERtMiCQ1xWdqzeTlfvDKRfn17YDSaOHDgMN4+XgT4+7Jhw5YTxjq7uOPm5sT3332A0Whk3rzFbN6yi4SDh7DZbHXjVCoVRUWJAKSmppOVlcu0aR+wdu2mujF+/n4Ya4yUlpaecI6wmHiuufVxWnXocx6vuvEc3LGGb16/j8qKUkJCgrnuuuGMHXsNrVrFnva4LVt2MnbcnXj4hHLfKzNwcfO8QBGfrKbGyKyfF6AoCnuWvY3ByYPYHregVmvtu0GXhMZZnfNiS2hYqioo2rmeitREqrNScPAPIXLcvZQc2E7exiXYzGZ8OvfDs003dK4erH/6qrpjS0vL2LhxGxkZ2aSnZ5KRkU1OTh5qtRo/Px9uumk0/fr1RKVSsWLFWibf9xTlFdXc+9J35z2ZkZq4l3WLZ7Bj7Xxqqqvw9PQkNCwYs8lEQkLt/2dPvLeAaQ9eRVBQAA89dDe5ufmUl1fg7e1JbGw0Q4f2x2CQGkHi1I4dS+Wxx6ayYsVq4jv3Z+zdL+IbGN7YYQkhLlOS0GhaJKEhLjvFBdlMvWcI/ft2Zfr0D9BqT7yLef/9L3jhhTcB0Gq13HLLOJ588n68vU/sMlJeXsHOnXvZu/cgxcWlhIUFc+ut1wMQFtaB8vLyk87944+f0KtXNzIzs6moqMRqtZKZmc2LL75FRkYW037c2iTrbMz7dhrLZv29veRsPp07cOAww668EQU1fYbfTN+rbsHNw+c8Rlu/xENJbN60E4Ccoxs4tmseKpUarcEFZ49A/GN64BUUd8rjJaFxdue8WBIaNrOJwp3rKNi8ElBwCo5Cdfz/jMqUw9jMZjziO+PX8wp0rh51x/0zoWGPnTv38skn3zJnzkJadejD+Adex8vXvtoFZ6umupLta+azfvEMUo/sIzAokFtuHsP48aMJCQkEYOzYO1i+fA3Oru5oNFrKSgoBSEzcjK+v93mJSzRtiqKwaNEKHn98Knn5hQwZPYkhYyZdNFsKhRCXD0loNC2S0BCXFYvZxEfP3kxJXjKbN/2Bh0f97eXWrNnIggXLmDTpVqKjI876PLffMYW5cxYC8MT7C6mpKmfxzA84vHcTeoOBp568nwceuAuoXV48dOhYtDo9z322okl+arVv60o+eeE2/ve/G3jrrRdOqiNwJunpWXzyybd8//2vWKw2ug4czYgJUy5oYmPp4tXk5uTXPa4szaY8PxlTTTll+UmUF6QQ3mY4gc371puwkYTG2Z2zsRMais1GycHt5K1fgqWyDK+2PdC6uFGweSU2sxEH3yDcmrfFrXk7DPVsGbM3oXHwYCL33f80O3fsxjcglCFj76Xn0OvPy5L89KQDrFv8E9tX/0ZNdSWDBvflf7dez+DBfU9K7OblFfDNNz+RlpZBUFAAHTu2pVWrWMLDQxs8LnF5qays4u23P+XDj77GyyeIMXe/cFF3thJCND2S0GhaJKEhLhvlpYX8/Mmz7NuynHlzv6Vnzy7n9XyDh4xl+7ZduHl4o9XpufqWxwgKb86WP+eyct5XjLt+FG1at+TV1z4gKKIVk174Bkens6+uf77kZ6eSeSwBjUZHs9ZdcXBy+U/zrf3jR2Z+/DRffvkOo0ef3afXfykuLuHrr3/ik0+mY0PD+PvfoHXXgf8pLntUVlYx59c/Tvm6go30/UvJTFhJs27j8Qlrf/IYSWic1TkbM6FRmZ5E9sq5GPOzcWveFr9ewyjeu4XCbavwaN0Vny4D6k1i/JM9CY1Vq9Zz8y334+ETzIibHqF15wGn7c5xLmrbki5g/eKfOHZ49zl1rxDifEhMTOLRR19i7dqNDBh5O2Pueq6xQxJCXCYkodG0SEJDNHk2m43pbz3IrvWLUKlVfP3VO1x11dDzft7ly9ewefMOnJwc2bRpO5u37uWNmbtQq9VsXPYrc756maqKMtp0HcT/HvsAB0fn8x7T2Xj3iXEk7t0MgJuHN9fe8QxdB1x7zvMV5WXy9K09uOOOCbz44mNYLBZcXV3O6ZPovLwC7rv/KZYvW82N971GrytuOPNB/8GB/YfZsW3vqQccv4TETT9QmneUtkMeRu94YhFTSWic3TkbK6FRcmA7mYtm4hgUTkD/a9A6u5K1bBaVKYcJGDASbzvr3JwpofHDD7N46KHnaN6uJ3c88ckZE4ZWq4XqijK0egMGB6fT/rv5qwXs+sU/sW3VPKqrKujXvxe333YDQ4f2P2k1hhCNRVEU3n33c6ZOfYenP1pCcGSLxg5JCHEZkIRG0yIJDdHk1VRXMuW6VgA8/fSD3Hnnzbi7X9iVENu372bw4DG07T4UBycXctISyUw5THRcZx589acLGou9lv76Cb9Nf52JE2+moKCIOXMWEt+5P90GjqZ9z2Fn/UlyeWkh7z0+jqy0I3XPvfba09x9963nFJ/NZmPKlOeY+fNvTJ2+8bxuP/lj/goKC4tRbFaqynJRbFYMzp7oDMdvQo/fW5qqy9i74j3Uag0xXW/E0dUPrb725lMSGmd3zsZIaNRUFnH062noPX3wiO9CdVYK5UkH0Dg4EzzsBlwim4Od3zFPl9A4eDCRnj2HExoTzwOv/MRv376G3sEJL98gaqorKS8poLykkMqyIipKCykvLaC8tJi/vl2rVCocnVxwcHLGwckVB0cXDI7O6B2cKS/OIzvtCNVVFfj6+jJhwnXccstY2SoiLlpms5n41v1o0/MarrvjmcYORwhxGZCERtMiCQ1xWUjYuY41C79j37Y/Mej1XHPNFfTt24O+fbsTGOjPzJlzmTbtI7x9vIiKDKVDhzaMGnUlgYFnLtBZVVXNrl370Ol0dOly8laDv3z44dfMnbcIFIWDBw9htSpMev5r4jr1a8ArbThWq4UnJ3Ti3kk38dhjk/n11/l88eWP7Nyxm+E3PsiICVPOek6b1Urqkb18/+7D5KQnsX79QuLimp9zjKmp6bRrN4D7pv5wTh1i9m5ZwfrFM4iJ68rg0RPr/dS7rLSc+b8upqo8j10r3jzhNTfvSAKieuAT0rbuWGNVMQc2fEV1eV7duJiOY/GLtG+LU4MmIexIMNifhLCjNa29i20aMDlicbAjoeFo31wZq+dQvHsDACqNFseAUFyiW+HdvhdqfW0XD8XOPJ7a+I/zV1dSdmQvFamHsFRVYK2pwliUC8D9r8zgg6fHn3Bsy1Yt8PP1xtfXCx8fL3x8vPH19cbLywOj0URFRSXl5RWUl1fU/bmiopKysgr8/Lxp3jyGuLgW9O3bHZ1OZ1/AQjSim266lyNp5Tw47efGDkUIcRmQhEbTIutOxWWhZYfetOzQm5LCXDYt/5W1a37n55/noVKpCAwMJCsri7bdhuDg4s7eQyn8Pv8tnnnmNXr37s7YsVcxYsTQk1Z1ZGZm89VXM/h2+s+UltS2YX3vvanccss4amqMHD16rO5Go7KyCk9PN/r26cbPv/yOyWTm5ofevmiTGYqisPDHd6iqKGPo0P6oVCrGjbuGceOuYfLkJ1m1/o9zSmioNRr2bFpGTnoSDz448T8lMwCCgwPRaDQUZJ99InXb6t/55o37Adi39U+6DhxVb4eZlKTjcx/P/fqGdiQopjdVZTnkpe0gcdsMso6uI7LNCNy8IzE4edJ2wINUlWaxd/VHADg4/90VQrFZMdWUYTZWYTFVYjFVodEaMDh7YXDyRK3Tn/W1iIbhEt4Mm7Eaj7jOOIVFo9b892+RZUf3kbn8V6zGKpyCItG7e6P2C8Y5rBmdmrUmumVH3vplD6t+/5bV87/FbK7hoSl3nXOdGSEuRb17d2XJ09OorizD0dntzAcIIYQQx8kKDXHZqigrZu/m5WSnHyEmrgttug6q+5S9sryUXRsWsX317yTu24xOr6drlw5UVlayc+de/Px8KCwsxuDgRPch4+g28DpWzP2SPRsXERsbxd69B0953nY9ruDKG+4jNDr+Ql3qWfvilbvZtWExLVvGMnv21wQFBdS9tnDhMm666V66DriWviNuJjy2rd1dSzKPHWLqvUN58sn7efTRyQ3SyaFtu4E07zSMa29/6qyO+236Gyz99WNcXV1w9w7m6U+WnTRGURQWzF5CfnY6O1e8hc1ixC+sM806jq0bU5J/lJT9C6ksycQ7qDXh8Vfi6FK7/SXj8J+kHliMk3sgke1GUlWSRWbiGkzVJaeMS2dwxSukNUGxfXBwOcU2GlmhUachV2jY7FjMUN8KjeqsVIr3bjk+AFCBygpqvQOFO1ajcXIhZsIj6P51o3bv4OuA2m1x+7au5Mi+Laxb9CMAe/asJiws2L7AhbjEZWZm0779QNp2v4L/Pfp+gxfHFUKIf5IVGk2LrNAQly0XN096DBlb72vOru70uuIGel1xA8UF2WxZOZffv3uj7vW8vAIAqirLWb94BusXz8BYUw1wQjJDpVLRtl08Br2ewqISkpOOcWjXOkbd9uR5vLL/7q9EQ0JCIvHxfejVuzs33jCS0aOvYvjwwbz33lReefV9tvw5F3cvX+I69ad1l0HEdeqLTu9wynn1Do5odXpycvIbrC1lZEQoBTlnl0i1Wa1sXDqTTp3asWfvQfr2Gl7vuOKiEspKyikrTMFmMdKy+224eUeeMMbDN4a2/e8nP30XqQcWs2v5m3gFxaPYrPhHdKFt/wc4unM2B9Z8Cio1vqHt8AhogaIoKIoVxWbFWFmM1WrCZjVjMVWSm7SR3KSN+EV1I7rj6HN+b8SFUXpwJyW7N5/ydY3eEW09HYyqq8pZ+ssnrF7wLcaaakJCQrjiigEMGNCbkJDA8xmyEBeV4OBAvv76XW6+eTIh0XEMHTOpsUMSQghxiZCEhhBn4OkTyBXj7qUoP4t1i35kypS7iYmJoLy84qSxKpWKkJAgYmOjCQ8POWn/+rx5i7jttgfISjmEX1DEBbqCs3fnU58CUFlewp5Ny9i2eh733PM4n376He+99zK33DKO8eOvY+vWXSxZ8idLlq7m82W/4uHlx9hJL9G+57B65/UNDGfcpJf49oMncHNz5Ykn7sfBwfCfYo2ICGH1hgNndUxhXiblpUW0aXMF27fvpl2PK+odl3L0xO0m7j5RaLQnx6tSqfEL64h3UGtyU7aSl7qV6vJ8irIPEtJiIK163kFW0joyD/9Jftou8tN2/msCNSi2k+atLss9q+sSjcOrU1/0nj6grv1UuWjbWkxFeYReeTPOYTFo9I4nJfBqCnN448GrKS3M5p5Jt3DrreMICwtpjPCFuChceeUgPD09qa4oa+xQhBBCXEIkoSGEnW6c/ApOLu68++7HvPjiY9xyyzjc3WuXkCuKgtVqrWuHWFhYxOHDSVRVVePo6ICTkyOpqelMnvwkrTr0oXWXgY15KXUKczPISD5ITHwXnF09Tnrd2dWD7oPHENWyA1mph1n003sMGjSa2bO/pn//XvTo0ZkePTrz0kuPk5iYxEsvvc0Xr9xNn+ETaN9zGJnHDpGSuIfy0kK6DxrNwh/eJjSmNV0HXMvHH3/Lwj9W8MH7U+nRo/M5X0NERCh5s/7AZrPZtfXFYjbh7ulDUHgs33xT22HG0yfgpHGKopCSlA5AWeExNFoH1JrT17fQaPUExfQiKKYXimIj7eAyMg+vIjNxFY4uvgBoDU5Etb8WvYMbOgdX9A6uqDV6rOYaTDXlmIxl2GwWVCo1rl6yJPJSoPfwwqtjbwCMBTnkrVqAW0xr3GLboFLVfk0qikLepiVU56ZjNdZQk5dObLNo/vh9AVFR4Y0ZvhAXBaPRREVlJXlZyZiMNegNp17tJ4QQQvxFamgIcRYURWHOly+z8revAXB3d8emKFRVVmK1WunXvxcWs4X16+tffh7buiv3vvgdegc7N/WfJ4qisGLuF/z27TRsNhuOTi7c8vC7tO0+5IRx6UkH+PWz5zh6YDsAer0DJlMNLVs2Z/36+SclEBRF4Ysvvuflqe9RWVGBwWDAaKxt96DRaImICEVRFDIyc+gxZBxpR/eRnLCTJ564n8ceO7eaGhs3bmP48Bt59O25RLXseMbx0x68mtTEPbTq0JfgqJZ06jOC0Oj4k86dl5PPsgWrKMjYw+FtPxLZ+mqCYnrXP+lpwjbVlJOfvpPc1G11Ky66jZp2yoKT0uXk+FyXUA2Nv1SmJZExbzpaFzeixt6H5vj2K2tNNdmr51GSsB2DTyAOPkE4+oey7ccXcHFxti84IS4DCxYs5fY7HsLTO5Axd79IfOf+jR2SEKIJkhoaTYskNIQ4DUVRyEg+SGV5MYpNIapVRwwOThTkpLF11e+Agt7ggN7ghNVqZufaBajUaroPuR7/kCgMDs6YTTWYjNVYzWai4zpfFJ86bVo+i+/ffYQHHriLm28ey/PPv8HChcu48sYHGH7jg6jVaow1VTwyri0Ws4mvvnoXd3c39u1LYP2GraSnZfLnn3NOeTNWWlpGUVExW7bsYtKkRwHQaDQsW/YrLVo045lnXuPbb2fSpusgvP1DWTX/W15//Tnuuuums74Wq9VKixa9aNf3Wq67/el6xyiKwvolM1n3x/ekJyfUPd++x1DueuaLeo/ZvnYHCXsPsmXZVDz9mtOi442nTLjYcyOvANXleVitJlw9Q089rgFv9i94EsLOOn52XaPGvsDMjmceZ7UzoWG1I6FhO8UincrUo6TN+AQAl2ZxOPqFotbqMBbkUJ58EMVqJXDQtXjEdao7RmOyL641L0jHE3H52LBhCyNGTABg/P3T6HXFDY0ckRCiqZGERtMiW06EOIXEfZv57ZvXOHZ4d91zTs6uhMbEU1lWTMaxQ/gGhhEQFou7py/j759Gl/6j0OkMjb4C40xWzvuC4cMH88ILtcmG7777kHff/ZxXXnmX9KP7+d+j72FwcCa8WWvSju7D0dGBQYP6MGhQH6ZMmXjG+d3d3XB3d+P662vHhoQE8/nnb9KhQxsA3nnnJQYO7M3k+54i7eg+ADZu3HpOCQ2NRsPgwX3YsHXDKccUF2Tz04dPEtMsinHjRvLLL78BoNbWf3dqs9lIS0rHYqnGaqnBN6jNfy5iqlKpcHI7uS2saBoMvoF4duyFtboSU3EBRZnrUSxmdG5eeLTuglf7XujdPBs7TCEueosX/wlAl/4jad62RyNHI4QQ4mInCQ0h6pF0YBsfPXszbVq34LWfv6BFixiqq2tYuHAZ+/YdwsUlkOa3Xk1iYjIzZswGYP2SmQBotTo69B7OgGtuJzy2TWNexik5u3mRlZWLyWRCr9ejVqt5+OFJtG7dkjvufJg3plzDpBe+5YFXf+Kb1+9n/PhJXHPNMKZP/+CszjNz5ufs3r2fQYP64OZ2YpeH4cMH0759a+6++zHWrcvl99+XMHv2AkaPPvtPoyMiQvhj8ZpTvu7lG8TAkbfz5+/fcPttNzB27NVcd91tdOozot7xuRm5GKuN6A1uGBw9yc/cjU9Q67OOS1w+tE7OBAy9tu6x2tyIwQhxCWvXrral+dZVvxEU0UI6ngghhDgtSWgI8S82m41v3riPTh3bMG/etxgMf3e1aNGi2Unjn332IV5//UOcnZ0IDQ3iiSemsnXVb2xd9RvjJr1Iv6tuvYDRn9reLSsozK0tcunm6cf2NfPx949j69alNGsWBcCQIf1Y9eccxoy5gy9fmcikF76lz4ib2b1pKTt27q1LgNgrKir8tAUPg4IC+O236bz33he8/PLbvPzyO+eU0Dh6NAVv//o7RCTu3cTKeV+Sl5mMoii88eYnBAcFEt2qI227D633mJQjtVvnVCoV4c0Hk7j7V6rK83By9Tvr2IQQQtinsrKKw4eP1j0OjmjeiNEIIYS4FEhCQ4h/yUo9TFF+No9/Oe2EZMap+Pv7Ul5eyW+/L6G6qhoHR2dCo+NJPrST6Fbn3r2joc344HHKSwpPuqZVq9bXJTQAoqMj+P77jxg95g6ev6MvuuOFDX/4/qOzSmbYS61W89BDd3PFFQM4l5I+FRWVLFr8J32vuu2k13ZtWMwXr9xNfHwrrr26H56e15CWlskPP8zikbfm1LuNxGKxkJGcUffYJ6g1R/fOZdfa93HzisTJ1Q9XzzB8AlujVttZNEIIIcRpHTyYyK3/e4DU1AwGjrydgdfeiadPYGOHJYQQ4iInCQ0h/kWj0aDWaPjuu18JCPCjefOYMx6zZetOiouKAWjbbQgh0XGMmfg8IVGtzne4dusxZBzrFk7njz9m0LZt3GnHxse3YMvmxXz33c98883PpFaWkZ6eWbcU+Hxo1Sr2nI5buHAZVZWV9Bgy7qTXls/+jN69u/P779/VJS+GDbuR2DbdiG7V6aTxANmp2VjMlrrHGq2BNj3vpiD7ANUVeWQlrwdAaTcW/7D65xBCCGEfRVH47rtfeOKJqfgERvDE+wsJDDt5NaQQQghRH3tr5Qtx2QgMi+V/j7zPkqVr6NZtGN27D+eNNz48YRnsv82b+y2jRg2nc+cOaC35/Dn3M16ZPIyUxD0XMPLTGzDydpzdvOnXbyQDB43h55/nUVNjPOV4d3dX7r//TnbvXklh4WGuuqr+7RmNbdu23fgHR5y05cRsNnLs8G7GjLmqLpmxb18Cmzdvo++Im085X+qRkzs1uXqGEdlqGM3ajQFU+Id2wjek3TnHrCgKimI7q2NK8hI5ums2aQlLMVaXnvO5hRDiYmG1Wpk8+UmmTHmWLgNG89i78yWZIYQQ4qzICg0h6tGp71W07T6YgzvXsWn5r7z9zhe89toHtGgRy6hRV9C7d3fCwoJxcnLkyJFjJCYeJTg4gMrKSg4dTqa6uhqA4vwsImLbNvLV1HJ19+a5L1axb8tK1i36gUmTHuO772axePFPZzxWra4/97lw4TLefPMTPvzwFdq0Of2qj4aWmZnNI4+8wJIltRXxt6ycS5vug3F0qi0+WpyXBUBExN8tUn//fTGu7l607Tak3jnNRjNZSZmorMe3vvx7R4rJAii4uoagsWrg+Dh7GqAoGrDZrGSnbCLtyEqcnH1o2+vek8b9e66qinyS9y+gOO8QBkdPjNXF6PUuBEbaUf2/AVvA2tNqVWWzrxOMPXNZL/F0u82OFrAqO3NafZ9bcMYxa16S1q7i0qIoClOmPMfPP8/j1offpevAa898kBBCCPEvktAQ4l9MxhoSdq4lYdc6Du9eT05Gct1rGVn5vPX257z22ondPlQqFb4BofiFRBPbcSh9RsYQGB5LZPP2Fzr809JotLTrMZR2PYayfc0Cvn59MocOHam32Onp7N9/iFWr1vPW259SVlrGhAmT2bJlMdOnz2Tdui3cfPNYrrhiwHm6Cnj55Xd4551P6x67urkx/e0pRDZvx5TXf0Gnd6Awt7YORlhYcN04q9WGo7MrGm39d5sZyRnYrKe+y9TpXXDzjODowd9wcvHDwzva7pirKws5vPMnyksyMDh6UFacSl7mbvyC253ymLyMXRzZMwe9wYWWnW5CpVZzcOt3ePjKJ5hCiEvbjh17+OGHXxl//zRJZgghhDhnktAQ4jibzcaCH95i/aIZVJSXEBAYgE6roX371rzyylPk5eXzw49z+HPlWrQ6PVEtOxIT15k23YcSGBqD3uDQ2JdwVtr2GIKLqwczZ87jxRcfs/u499//khdeeAOd3kDrroOIatGB2V++TKdOQ8jKygagdeuW5y2hYTKZ6pIZzz33CBMmjMbX15tXX32PN9/8mIKcdALDmlGYl4FarSYoKKDuWAcHA8aaKhRFqbcgaOrh1NOeW1FslBWnnHXMuZk7Obp/HjqDC2173YubZxg7Vr9DxtHV9SY0bFYLyQcWkJ2yCd/g9sS0GUVR3iFS9y/C0cUPRxffs45BCCEuBoqisHTpKqZOfQ+Dg6MkM4QQQvwnl/iiXiEakKKwfvEM/P08WLbsV3Kyc0hPz2TXrn2MGnUrBw4k8vPMz9i/fy1PPnEfiXs3sWjmB7z/5PXM+WoqJmNNY1/BWdHpDPQYej1ffTWDhIQjdh2jKApvvvUJvYbdyNuz9nHnk5+wbc18ALSOXjz6zjy0Oj1bt+7i4MHE8xK3Xq9n69al5OYeYMqUifj6evPWW5/w5psf0+fKCXX7rwtz0wkMDESn+3s1Rrt28ZQW5TP3m1dPmremqobc9NzTnlut1qA3uKLTu9i1OsNiriZh90wO7/kF78DWtOt9PzmpW1i34DGqynNwcPY+6ZjK8lz2bPiUnLStRLe+Bu/AOPas/5jDO37C0cWHlp0mnPG8QghxsVEUhZUr1zFw0BhuuGEiZrUb978yA53uzN3EhBBCiFORhIYQx6k1Gkbc9AhJSSkA/O9/NwDQussA+o+8k7ff+ZTRo+8AYMqUiXXHVVeWs/aPH0hP2n/BY/6vhoy5Bw+fYPr2G8lLL71NSsrJBTH/zdPDndLC3LofQq+f9BIPvjaTx99fSFSLDkTEtmP16g307Dmc1NT08xJ3s2ZRJ7SQ/ejjb4jv3J/r751a91xpUR5+/j4nHDd0aH+mTXuGFXO+YOOyX054Lf1oul1tY2PiRmE2VVBemnHKMYqiUFp0jB3r36coL4EWba+neftxmE0V5KZvqxtXmHOAPes/4ei+30g9vIy9Gz9j56q3qShJR6d3JiVhKYe2/4jewZ22ve4lvtvtOLsFnPK8QghxsVEUhTVrNjJ06PWMHn0bZTVaHnj1Jx6c9gtRLTs2dnhCCCEucbLlRIh/6H3FjWxcMpPHHp/KyhWzaNs2jgcffAatzoBfUARr1mwgLq43Xbp0xN3djbKy8rqb4BVzvgBFwScwDFd3H9QaTSNfzZk5u7rzxAcLWTTzAz79fDrvvvsZ8a3j6NA+jri4FrRu3ZK4uOa4udUW2lSpVLz88uP873/3k5K4h4jYtkQ0b3fCnINHT+Toga0AtGs3gE8/fYPExGTUahW9enWlb98e9W73+C86d27H3oPHyM1IIiC0ts2us5snSXuzKS4uwdPTo27sXXfdzI4de1nww9t0Gzi67u8pNfH0203+4u3XEgdHL47sn0tgWDccnbwxmysxm2p/GWtKKC44irG6GDePMNp0vQuDwY2sYxsx1ZTSdfAzKIoNk7Gc8pIMclK3kJ2y8aTzOLr44uETg6dfc1w9QuqJRAghLm4bNmzllVfeY9OmbUQ2b8d9L39Pyw59Gvx7gBBCiMuXSrHnI8mz8NniM3/CK8TF7OiBbbz96Gg+/nga1147gieeeJmEhKOUlJSRmPj31gyVSoVKpWLcuJEEBfkze/YfpKbWfv03b9OdB6f93FiXcE6MNVXs3bycgzvXknUsgazURCwWMwDhEeG0ad2C1q1bsHTpanbs2MMLX6zCPySq3rmWzfqMed++VvfYxz8Yq8VCcWEuI0YM4aWXHiMyMrzBYj906Ag33XwfKSnp9BgylpH/e4L8rBReu38E7773CrfeMhaA9PQstmzZwddf/8Tmzdt57rPlBIbFUlleyYJvT+4kcapuHMUFiaQcWU55STrwV0cUNTqdE3qDK+5ekXj6xOLo7E1e1h7ysnZSU1UMKDi5BuDl1xxjTSllRSkYq0sAFa4eoXj4ROPuG4ObVwQazanbZNjTJaQ2pjMPbMguJ3a1e7FzLqvBvrnMTmceZ3W0ayqsdnQmsenPPMZemlN3TT6B2nTmMdLlRFxMkpNTeXDKc6xbu5HwZvEMH/8Q8Z0HSCJDCHFRuHtYWGOHIBqQJDSEqMdnL92BpTyDdet+P+EHsIKCQubPX8rjT0zF2z+U0qJ8aqrKTzq+bddB3P381xcy5AZnMZvIyUgiI/kgGUkHyDiWQOaxgzi7eXLNLY/TvuewUx5bWpTHxuW/UpSXSVFeJtmphykvLcJi/vvO7KqrhnLffbfTuXPDdIKpqqrms8++4+WX36ZDz2GMu3cqj9/YEU9PDx5+eBIrVqxl9eoNAIRFx9Gm+1A69xuJl28gR3cfZe+63SfNqahP/8O32VyF2VSJ1uCMVuuASvV3diAjdT1Jhxeh0ejw8WtFaGQ/bIqVQ3t/xmazote74uoegod3NB6ekWh1tXfdp7rZVxQbNdXFODh6otLat/rHviSEXVPZNdeZ3q+zOafZyb5Mi8XxzJNZ7Exo2NNq1WpnQsOeuexNaGjsSGisfU4SGuLisGHDFiZMmIzB2YOR/3uKtt2HSCJDCHFRkYRG0yIJDSHqsW/rSj554TZWrZpHu3bxJ72+bt1mPv7kW3bt2k9ZaRk1NX8XBA0Ma8bDb87B2dX9QoZ8QZyqO8g/5WYks3HZL2z5cw6lRfm0bh1H//49CAryJzs7jx9/nENhYWHd+C5dOnLffbcxbNhANOe4TSczM5sFC5by229L2bJlO0PH3suVN9zHr589z871i7BazEQ0b0fnvteQfGgH+7eupLy0GKhdaePo5EVwSE+CgrugVv8dg7036P++2S8pSmLPtq8IDutOVOww1Brdf1q9UJiXQPKhP6iuzEejdcDDO5qWHW6snfcs5zqJJDTqSEJDiP9m4cJl/O+2B2kW14Xbn/y0SX4fFEJc+iSh0bRIQkOIeljMJh4aE8/DD03k8cfvs+uY6uoafv99MU8+9Spagyud+43E4OjMoFF3oNHacXfTBORlHuP5O/sBtbUqbrppDPHxLU4YYzKZ+OKLH3jp5Xcwm/6+U+vZsyu//volTk523n0CZrOZDh0GkZGRdcLzbh7eVFWUYbGY0esN+IdEMXriC/gEhPH0Ld3p06c7Tz75ANXV1ezff4xPPl1ATvZuHJ28aNvufzg61XYfOZeEhslYzo6NH+Dk4kubTnf8vWrjHBIaimIjO20LRw/+jkajw2o189cWly4Dn8TB0dPuuU5JEhp1JKEhxLlLT8+iR88RNGvdk9uf+Oiy+b4nhLj0SEKjaZGioEL8y55Ny1g0833MJiODB/e1+zhHRweuv34UXbp04NlnX2fV719RXV1NzyHjcHH3Oo8RXzw8/YJwdffCYqpm1KgrT0pmQG3b1cmTb2fYsIFMe/1D5s5ZiM1mY8OGLUyZ8iyff/6W3eerrKyqS2Z07dqR8PAQvLw88PR0x9PTEw8PNzZu3Mb06T+z6Kf3efC1mXTodSXr1i0mIiKMBx64k5xcD1rGORIU3JU9u74hO2s7UTFDz/k9OLhnJiZTOR3b3F+XzDCbqqiszEVRbDg4etZuG1HVf8NutZopyNlPYe5+yssyMVYXH3/ehJNLAF6+zXH3icLg4HHOMQohREOy2Wzcc8/j6B1cmPDgG5LMEEIIccFIQkOIfzCbapj+1gPEx8Xy3Ffv0qFDm7Oeo6qqGnd3FwBatO1x2SQzAHQ6A89+toIvpk7krrseYdu2JRgMhnrHRkdH8OUXb/PsMw9x8OBh9u9PoEePLmd1Pg8Pd4qLj9T72tdfz+Cuux6ue5yfncbUSYOprCghMKwZs2b/wfff/4KDgysWixmLxQgoWCw19c53Kopio6amDEWxHd++4k1pcTKJB+Zis1mprMjBZCw74Rid3hkPryg8vGJwcvFDq3WguqqIkqKj5GXtxmKpxs0jHC+fWLLTt6DVOhLZYhgBIZ1rEyEa2Y8uhLh4fPbZd6xfv5kHXv0JJxfZZiKEEOLCkYSGEP+wc/0iaqqr+PjjacTGRp/18fPnL+H226fg5RdM/1F3MWjUHechyoubq7s3N973Kq9OvpLRo+/g88/fJCgo4JTjw8KCCQsL5oorBjRoHKuOFwD9S0igB127tMfd3ZVZsxZirKkmonlHSnKLQKVCpdLg4hpIYFCnM85ts1nIzthGfu4+ysszsVr+3jvg4OiFj388VqsJlUqFb0BbXFwDcHYJQK3RYqwppbQ4hZKioxxJ+B0U20nzx7S6hsCwbuRm7iA7fQtuXhF4+7U65aoOIYRoLAkJR3jxpbcZMPJ2WrTr2djhCCGEuMxIDQ0hjqssL2HqPUPo1jmemTM/O+vjy8rKad9+EGEtOnP74x+h1TVgf8dL0OE9G/nu7QfBauLjj19j2LCBF/T8RUXFHDuWhpubK76+3nh4/P2podFoZPr0n3n/gx8oyC9ApVKj0Row1pQAEN/2Jry9Y1HUKqqqCigtOoZKrUGt1mCxGElPWUN1VRHevi1wcw/D2S0QtVqDzWYl5cgyKsqzThGVivgOt+Dt15Kqynyy07eSkbK27lW1WodW54DJWI6DkzcBIZ2oriokP2sPao2Olu3G4+kTY/cKDamh8dcYu6aSGhpCnCWTycTAgWMoKrfw+HsL0BscGjskIYQ4I6mh0bRIQkMIoKa6ki9fnURm0m42blh40oqCmhoj+fmFBAcHoFbXf6P11luf8PobH/PS12vx9Am8EGFf9CpKi/jx/cfYs3k5d955Ew8+eBcBAX5UVVVTUVFJRUUlvr7euLu7XfDYbDaFiXf9QVFhdd1zVquJ/QdmUlqaSuv4CVisNRw4+As2m/mEY729YomOvgIXl9qvE+UfBT+tVjOFhYdRbJYTjklJXY3RWEKHzveQkrSC/Lx9aDQGfPzi8Atoi6tbMDqdM6igrCSVzPTN5OfuxcnZj6jYYWSkrqe0+BjN48bg49/qjB1OALsKkSr2LvqwI1lhVwIFsGntSELYmdAw25PQcLJrqgue0FBb7ZtLbUfiw56kB8CaFyXxIRrOSy+9zYcffs1j7/5GaPTJHcGEEOJiJAmNpkW2nIjLXk76UV6cWLt64Jtv3q93e8Rjj73IDz/MqnvcrVsnOnduR3R0BIGB/uzZs5+33/6M3ldOkGTGP7i4ezHx2S9Zs/B7pn/9Cl9++cNJYwYN6susWV+d1zgURUFRlBOSUQkHC05IZgBoNHpatRzLzl2fs2tPbUxeXs1oHT8elUqNzWYFFLTaU38KqdHo8PM78Qf7srJ0qipziYgazP49P2IyldEibgy+/m3Q/DsxoQJ3zwjcPSMoL+vD4QOz2bdzOoHBnTA5eZOwbybsA73BDQdHT9w9I4iKHfbf3iAhhDhLmzfv4P33v2DETQ9LMkMIIUSjkYSGuOxZLH9/+v7Ag89iMOi58spBJ4zp0aPzCQmNzZu3s3nz9rrHTs6utO81glH/e/z8B3yJUalU9LvqFtr1uILUI3tJP7qf5XM+x2SsTSbcc8+t5z2GO+98iDlzFvLoo5N55JFJ6PV61q+rfzWZTudIp473Ul6RhUqlxs0tBNXxlQ5q9bn9l2k7vlqjurqQ6qp8YppfRUBQxzMe5+oWRIeu95KRuo70lHWYzZVotQ5YrWZMxjJMxjLKSlIloSGEuKCMRiN33/0YkS3aM2T03Y0djhBCiMuYJDTEZS8ksiWfLkqlrKSAmR8+xfjxk/jpp89OqPlw/fWjuP76UZhMJpKSUjl06AiHDh1h6dLV7Nmzn3Y9h3HTg2824lVc/Dy8/fHwHozFZMRkrCYw0J8FC34kOjrivJ/b09MDgDff/Ig1azYxY8anbNqUccrxGo0OD/dwu+tLnImDgycAbu7hmE2VHE38Aw/PSFxcg854rFqtISyyH8FhPcnP3U92xhYslmqcXQJwdg3A3TOqYYIUQgg7/frrfNLS0nn202/QaORHSSGEEI1HvgsJcZybhw/jJr3E7k1LyczMqXeMXq+nZctmtGzZDIAnnrifL774nieemEr3wWOJiet8IUO+JHXoPZxOG5dwYNsK0tMziY6OICUljeXL13LgwCGys3NRq9WMHXsNo0Zdecp5Xn/9Q44dS6NXry6MGXM1NpuCTqdFqz35v7Unn7yfuXMXUWOycCAhiSFDbiAoYAwGw/mv3VFZmcv+fTPQG9xwcQ0gLWUVTk7eGBw8zmoejUZHQFB7AoLa212rQgghGprNZuP9D76ibbchBIY1a+xwhBBCXOakB6AQ/5Cwez0AV1891K7xKpWKO++8ifDwMLavmX8+Q2syVCoVNz34JlFxXRg9+nYGDR5D+/YDeeqpV1m1YT/rNuxkyZI/WbRoxWnn+eCDr/jll9+4776nCA5uS3hER1q16s369VtOGuvl5ckTT9xHVUUZV938CLl5hRxM+NXumKuqC8nI3ExVVYHdx1gsRtLS1rF928eoVGpCw/uwZ+fXaDQG2na4A53OzkqVQghxEVmyZBVJR5MZPHpiY4cihBBCyAoNIf4pJLIlAPv3JzBgQG+7jlGr1XTr1oGtu/ecz9CaFL2DI5Oe/4b5371JetJ+bnvsA1q2782fv3/Dkl8+onv3zrzwwqMAlJaWk5ycQnJyKsnJKSQlpZKUnEpVVRUA7XoMpbykgJi4rhzcsZq33vqUXr26nnC+zMxsPvroGyKbt6PbgNFsX7qBo0cXk5OzCwVAsaFQWzj0rz+bzZWUlWdSWHiobp6w0N7ExJy+XoXRWEZm5mYyMzZjtRoJDOyESqUlKXEhfv5taR53HRrN5d3SVwhx6Xr//S+JietEVMsz1wESQgghzjdJaAjxD8GRLQmNaskHH3xtd0IDwMHBgM1mO4+RNT0ajZZRtz0JQFFeJo/e0B4Ag0FPSEggt/7vAZKTUikqKqo7xs3DC9/ACHwCI7n65oG06zGUwLDYutetVjOHty854Tz79h2kT59rMDg48uynM8k/louPSzSpWicOHpqFvQL82hEc0BmV9e9O12XlmaRnbsRsqcZqNWI2V1FZlYdGrScosDOhIT0or8hi34EZxERfSWhIT1Q2FZzua8WO7SSKxr49J/ZsTVHZ+WWrqOzo8G1Ha1cAlT3x291R3J657JzKjnH2vA32stn5HVhlR3tXm50tYPs9s+CMY1ZPldauon5HjiSzdesO7nzq08YORQghhAAkoSHECdRqNVdcfx9fvnoPW7bspGvXDkDtnuEnnphKdnYOJpOZiooqjEYj3t6ejBo1nPXrt+Lp37yRo790lZcU1v3Z4OjCzv0Z+ARG0vPK/vgGReAXFIlvUDhOLu6nnSckqhUr5n5JaWkZ7u619TGWLPkTgL4jbsHbP5RNa1fh4uRPny5PYLNZUalUVNUUkpq5nsLiREzmSjRqPZ7uUXh5N8PbsxlOjt4nncumWNm9bzparSPOzr4YDB44O/sTHtYXb6/m6HSOACQeXYhe70JwUNe6bilCCHEpWrVqPVqdnrhO/Ro7FCGEEAKQhIYQJ2nXYxjBEbG8/sZHzJ3zDQBlZeV8+eUP9Y5ftmw1ALeNfuhChdjkhDVrzYtfrcHFzfOMSYvT+WsJ9Lp1mxkxYgirVq3ntdc+oOvA6xh2/X2YakzkHM0EQKVSo9GoycjewuFji9DrXAjy64iXZwwermGo1drTroQwm6sxW6poGTsKH99WpxwXGNCBouIjrNswFWcnX5yd/XF29sPZyQ9nZ38cHDxQqaSckRDi4pefX4iruxcGB6kBJIQQ4uIgCQ0h/kWtVnPFuPv5+vXJbNu2i86d2+Ph4c7vv3/P4cNJGI1GvLw88PLyxGDQM3/+Un74YRY/ffA4Do7OtO4y8MwnESdQqVT4BUX853l8A8MJiWjOa9M+5NCho7z3/pe06tCHmx98E7VGQ8ruo9isf++xSM/ezOHkhYQGdiMmYigatc7uc5WWpgCcsVOKr08rOne4l5y83aSmraW8IuuE19VqHe7u4URFDMLdPcz+ixVCiAusWbMoigtymPnxMwwdew9evmduPS2EEEKcTypFsXujsl0+W5zWkNMJ0ShsVivTHhyBjmrm//4dwcGBpx1fWVnFbbc9yLJlq4hu1RFnNy+uvvlRgiNkG8qFlpq4lx/ee5jC3Axadx3EjfdNw8HRGYB1M5aTdywbgGOZa0lKXU5YUE+aRVxR73aQ+lZoVNcUk5m9lYysLXh6RNKm1YQTakdYrEZS09ZQXl6buNBqHbDZzBQWJqLUFWmo/d3dPQJ3tzCKio5QUZlDWGhvoqIGoVbX5poVxYbJVIHJVI7RVIHJWF77Z3M5JlMFKpUaX794fHxb1h1zQvz2bHGxcxeMPfU4FDtraNgMZ16RYnayby6z05nnsjjaNRU2O/JZNjvruVrtGWfne68xnnmM2o4xABrTmcdIDQ1xKmazmbff/pQPPviKkOh4HnpjdmOHJIQQZ+3uYfIBUlMiKzSEqIdao+GOJz/lvSfG0rXblbz04qP079+TBQuWsWTJKnQ6HSEhAQQHBxIcHEhISBAvvPAonTu345VX3gWgbbchktBoBOGxbXj642XYbFY0mr//i6upqCYvJQeA4tJjJKUuJyKkL9Fhg85Y28Jms5CZvY3s3B2UV2Sj0RgIDuhERHh/VCpVXZrCZKpgz/7vqarMx9MzGpVKjdlchU2xEhNzJf5+bVCrtZSVpZObt5fcvD2UlaXj6xuHRqsnLX0thUWH8PCIoqqqgLKydKzW09+p5uXuJSyiH9Ex9rUaFkKIc6XT6ZgwYQyfff49Or1DY4cjhBBCSEJDiFPxC4rgmU+WM++b13j44ecB0BscaNmhDxqbls07j1G8bCMlhbn8c6GTwcGRIWPuoUv/kY0UuVCpVCckMwAyElJAUSivzGZXwve4OPnblcywWGrYlzCTouIk/HziCA/pg7dXc7RawwnjCgoPk3B4DipUdGh3J66u/1qK/Y/zeHk1w8urGTHRw8jO2UFW1jaqqgsAqKzMo7Iy75TxaDR6gkK6oig2qirzKStNx8nJx453RQgh/puMjGyuve42dAZXbn7oncYORwghhJCEhhCn4+Tizvj7p9Ft0GhKi3Jp1bFf3faFv1gtZkoKcyjKz6asKI/ouM54ePs3UsTiVDL2JqOy2qipKsJms9A8/ErUNoXT9eqsKM9lb+LPGM0VdGh1C17u0bUvKIC5thaH1WrmSNpSMnK24O0RS6uYURj0LnWv/6W+7St6tQPhQT0JC+xBVXUBpeXpKIoNUOqSZArK8RamtY+9PWNxdK4ngWE+uf+qPV1V7N0mYk/dUsXOFrA2vT07He2My65dkw3YXcbOTZr2tHe1t22rPePsae0K9v0dDXjyzK1dAf58TbamXE727TvImLF3YUXPvS9/j7uXX2OHJIQQQkhCQwh7RLfqdMrXNFod3v6hePuHXsCIGo/VauHIvi0cO7STorxMYtv2IL5zfxydXBs7tFOqLCmnKCOfyuoCEtOWolEbMOhPH29W/m4Sji3AycGLrq0n1du61WyuYsfBb6mqKaB55AhCArqcU2tWlUpV2wHFyfeElRyn0qCFj4QQ4gxWrlzHLbfch09QFJOe/0aSGUIIIS4aktAQAji0ez3VleW061F/cUgBSQe2sXH5r+zbspzy0mLc3d3x8/dl/ZKZQO1NeUh0HPe+8A3uXqdfoaIoCrkZSZQU5lJZXgKAu5cfUS07olY3fAvTjP3HqKjKZdvBb9DrXOgafxfOjvVv07DazBxOWUxm3nYCfTvQInIEGs3J1SJtNiu7D8/AaCqjS+uJuDgHNHjcQgjR2H74YRZTpjxLq479uO3xD09apSiEEEI0JkloiMueyVjDx8//D4vZhH9wBK27DmbEhIcwODg1dmgXjQ1Lf+bH9x+ve9y/f086d25PWVk5Wo2ahIREFEUh/eh+jh7YTsfew+udx2oxs2PdH6z6/WtSEvee9LqXbyAd+lxFl37XEBIV12DJpYz9x8grTgBUdIm7E522/mJ2pRUZJBxbQGVVPq2iriHI/9QrcyzWGiqr8lCp1KRmbSQiuHftCgtqt6FUVOWi0zrWu7JDCCEudoqi8Oqr7/PWWx/T+8oJjJv04km1iYQQQojGJt+ZxGUvce8mLGYTL730OD///Bsr5n5JcGRLug28rrFDu2jEtumOs5snASFRVJWXcOBQOnv2J+Hg5Iqrhy9d+sfRvG134jr1P+VS5IM71/LLx0+Tl51G3749eeX5T2nRohleXh64urqwffseZs9ewNy5s1kx5wtCIlsw+q7nad62x3+KvSyvmNLcYkzmqtqOJEptsQGbzYrRXI7RVEZVTSE5BXspLE3CxcmfzvF34uYceNqtHXqdM93a3ktq1kbyixPIzt+Nh1s4imKlrCKr7jzurmHEhA3GwyvyP12HEEJcKCaTifvuf5pff/mNkf97giGj75bVi0IIIS5KKkWxq6Ka3T5bnNaQ0wnR4BRFoSAnnYLsVNKS9rNmwXTcXAx88/U7DBx4HQGhMTz10SJ0OsOZJxNnVFZSwJwvX2brqt/o1asbr732NPHxLU453mw2s2bNJl5/4yO2b9vF0LH3MvLWx875/Af+3MnhdXupMZayef+nWKwmdFpHTOZK/lmNwsM1jGC/TgT6tEF1vAKmcoYf4E3mSkrK0yirSCclc13d8yEBXQnya09VTRGHk//A2zOGuBZj7AvYnhoa9t5XNGBRUOwpCmrnDY/F6cyTmZ3t23pkcTzzOc1O9sVlO3ln0TmNAbDpG24utenMYzSn7+7797gGnEuKgjZNpaXl3HzzZDZu2s7NU96ic79rGjskIYRoUHcPC2vsEEQDkhUa4rKhKAprF/3IpmW/kHpkHwA6nY5rrxvBIw9PYt68PwDIST/Ke4+Po9/V/6NT36vlU6lzpCgKm5bPYt43r6DVwMcfT+OGG6494/up0+no1q0ju3fV/h0l7FzLFWPvwcHJ5ZxiyNh/DAAHgztd4+8mv/gwZksVBoM7DjrX2t/1bui0jnbPWVSaRGbuNvKLD6EoNnRaJzzcIrBaTVTXFJGVtwNP90j8veM4nLwQR4PnWccuhBAXmtFoZNy4u9h/4Aj3Tf2B2NbdGjskIYQQ4rQkoSEuGznpR/j542cA+PHHT4iLa05QUAB6fe1HqY8+OpkJE8awcuVa/vhjBd+8cT9lJQUMHHl7Y4Z9yfrkhf+xf9sqQkKCWLVqLj4+9teSsFptdW1L047uY80fPzB0zKSzjqE4s4DKwvK6x446D8L8ugKgsv2jf6UCmOvpe/mvAqVmSxUJKQvJLT6Ai6MfsaFD8fNoicHBrS5RY7WaOJD8O/sP/0qzsMGYLdVk5GyjpqYYd5cQfL1a4qB3+8e1mrDaTOh1LlQbS8gvPkxJeRoKNuKbjUGt0pwUlsrOVRWK+swL8FQ2O+eyZ5iu4Qq62tP2tMHnukjbxyh2fKe22dm21Z72rir5yeCypCgKkyc/ya7d+3ngtZlEtejQ2CEJIYQQZyQ/tojLRmBYLKP+9yTzvn2Nbt064u3tdfKYQH8mTBjDhAljuOeex1j221f0uuIGKRB6DsKatWH/tlVkZGRx550P8+qrT9OyZTO7jnV3dyU5eRsLFy7j3nufoGX7XucUQ8a+Y+d0XH0URWHP0V8or8qldfQY/D3/UbT0Hzf7Go2e1jHXcSBZS2LaUjxdIzDoXamsLiCncD+HUhbh6RqOq3MAVpuZnML9WK31r/G3RY1ErT05oSGEEA1t2rQPmT17AXc8+YkkM4QQQlwyJKEhLgtVFaUc2b+VhF1rcXF1xWCovz6Goih89dUM3nzzE/Lz8wF4Ynxn3p1z4EKG2yRcNeEhRoyfwt4tK5j39VR6976KESOGMGhQb66++grc3FxPe7ybmyvLl68lJKI5odHxZ31+xWYj40DDJTTySw5TXJ5C+9ib8HGPOe1YlUpNXNQ1uDr5k5SxCmu5GXeXYHw9m1NclkpxeQrF5Sn1Huvi5I+fdzy+ni3QnqIbixBCNKSdO/fyxhsfcvUtj56yS5UQQghxMZKEhmjydm1YzHdvT8FYU010TBQff/QqLi7OJ4xRFIWFC5fx6affsWnTNnoMGcfg2LbkZafQvE33Ror80qdSqWjbbTBxHfuy5o8f2Ll2AQsWPMOTT77K/Pnf075961Meu3r1Bhb+sZxrbnn8nOqY5KfkUlNe/V/CP0FqzkY8XMPxdou2a7xKpSY8sAfBvh3IKTpAUdkxaozFaDV6FMWCTueMk8ETR4MXjg6eODn44OkWgVZnXy0PIYRoKDNmzMHLN5Cho89+a58QQgjRmCShIZo0s6mGL1+dRHh4CHPnfktkZHi943bv3s/NN08GYPJL3xHXqd8FjLLp0+r0DBx5OwNH3k5xQTafv3QHd018lLVrfsPR8cRVCGazmWXLVnPXXY/QvG0P+l11yzmdM2NfckOEDkBlTQElFanER40+6+SKVutAiF9HQvw72TX+Ii3jIIRoooxGI3Pm/kG3weNRa2SLmxBCiEuLJDREk+fq4U1KSjpduw7Dz8+PwCA/ggL9CQryx9vbk+LiUrZs3QXA+PunSTLjPPP0CeSWR97ltftHMHTo9Qwd2hdFUSgvr6CgoIhVqzZSXFxM8zbdueupz9Hq7Oh/+S82i5XMhNQGi/lY1jr0Wmf8PE/dblYIIS5FW7bspLSklPY9hzV2KEIIIcRZUyl/tRJoIJ8tTmvI6YT4zyxmE0kHt5OTfpSSwhxKCnMpLcyhtCiXitIinFzcCIpoSfueV9Kxzwhp03qBJOxcx9pFP3AsYQc6gwOOTi44OLoS1aozHXpfSWh0/Dn/XWQfSmPzTytPO0ZVX1eTf1FUKnJLEtiTMosWwcMI8+1c/0B7mnvYeS2K2o7J7G0mYsc5FXvfYzs6q1gd7ft01+J05nFmZ/su0ux45rgsTvZdo0135jFWO8YA2OzIw9kzBuzrMKMx2TeXuv76s+c0l8aOuVa9epV9k4lGk5dXQJs2/YjvOpjbH/9IvgcKIZq8u4eFNXYIogHJCg3R5Gl1epq37UHztj0aOxTxDy079KZlh97nZe6G6m5yNHs1yblr8XGLIcRbqv4LIZoePz8fPvzwVe6662GGjL6bsJhT1zYSQgghLjb2fs4nhBCXBIvJTPahhlkp5qB3Q63SUlaVTXrh9gaZUwghLiaKopCfX3j8z40cjBBCCHGWZIWGEKJJyT6UjtVsOadjbYqVI9mrKKnKAMBqMwNgslRyOHMpXi4R1JhKqTaVUG0qpcZcislSiV7rjEHvioPOFXfnYDxd6i8+K4QQFxOj0cjkyU8ye/YCeg+7kdDouMYOSQghhDgrktAQQjQp/6W7SZWxkJT8Tad8fdPhz4HalqwOOncc9R4YtC4YLRXklhwEwNUxkO4t7zznGIQQ4kL5+ONv+e33pdz22Ad07ndNY4cjhBBCnDVJaAghmgxTtZHco5nnfLyLgx8D4x+nylhIpbGISlMRJksFBp0bjnoPHPXuOBxPYvxVOK+kMoODGX8AEOLTiWZB/VEUhZzi/eSVHKbKWESNqRQnB2/aRY/DoHNpkGsVQoj/wmg08tPMeXTsPUKSGUIIIS5ZktAQQjQZmYfSUKy2/zSHVqPHzSkQN6fAM3YAKavKZuuRbwBoFzUWX/fmABzOWEZa/hZcHP2pqM4FoLQyA5OlShIaQohGpSgKmzZt56mnXiU1NYNRd7/Z2CEJIYQQ50wSGkKIJiP9wDH7q9pZz9y29UzNCyurcuv+vDv515NerzGWoEJFqHdHogP6otc6geUMCReVHfHbW87Znhaw9rZo1NgxzmZf21a7NGRxwou10KGdcSl2fKe22fndXHXmL3sUO8bYe84Bjy+wa64/X5f2ruebzWZj1qwFfPLJt+zde4DgiFgefXuudDURQghxSZOEhhCiSaguryI/Jee8tW4yW2vIKtlHjbkcs6UKk7UKk6UaB507NebSk8Z7u0Ti6RxGgEcrnA3e9icOhBCigZWUlHLXXY+yfPkq4jv3476pP9Cyfe+6rXNCCCHEpUoSGkKIJiHjYMp5m7vKVMLmpG+x2kw46NzRaxzRaZ1wMXjj6RyKXuuETuuEXuuEQeuCq4M/anUDrlYQQohzlJBwhBtuuJuCojImv/QdcZ36NXZIQgghRIORhIYQoklIP5By3uauqMnDbK0mLuhKQrzanTzAnq0dlxhFsZFbdIB9ybOJj7qOQL+2jR2SEOIs7dt3kGuuuRUXzwCeeH8GPgFhjR2SEEII0aAkoSGEuORVFJVTnFVw3ub3conA2zmSA1mLyC07jK9rDN4ukTjpPZvckm1FsZFXnEBy1pq6gqaOBs9GjkoIcba2bdvF2HF34eEbxuSXf8TZ1b2xQxJCCCEanCQ0hBCXvIyDx875WEWxoVLVv8LCYjNhtZrQaPR0jLierJJ9HMhaTEFFUt0YjVpPuE9nQr074aBzPec4LgZ5xQkczVhJZU1+3XOto8fg4RLaiFEJIc5GYmIS06f/whdffE9E83bc88K3OLlIMkMIIUTTJAkNIcQl72y3m5gsVWTl7yC79AAVNXloNQ54OoUSG9C/toAnUFyZxtZjP9Yd42LwwVHvifKvFhBWm4nkvA0k521gUPzjaNS6/3w9jSEjfzsJKQtwNHihUeuxKRbiIkYS4BXf2KEJIc4gKyuHuXP/YNasBezdewAnZ1eGj5/CkNF3o9Femv8nCSGEEPaQhIYQ4pIX3CKMsryS2gf/aNuqKDYsViNmaw0Wq5EaUym5JQnkFh9AAfxdmxPs0RaLtYbMkr1sPPo1Ed5dCHJvg0o5cdWGTbFRXp1L68DhBLnF1a3qMFtrKKhKARS0VvUp28Eqdm5NUdnVHtXObS5naAFbZSyipDqb/NLD5JQcAMBoKkWvdSYu7Gq8XaPAXHs9SkMWOW3ANqr2dLm1ZwxgV1z2zmX3ORuIPa1dAWxn6BoMoLJjjL3j7G0BK87N1q27ePPNT1i5cg1anZ74zgO46+n7iO/cH53eobHDE0IIIc47SWgIIS456Un7ObB9DdWVZVRXllNdVU5+biYleXlYLDVYjicwrDbTScc6GjyJDuxHiEs8eq1z3fMR3l05kreG1KLtJBdsxKB1JcC1BY46D1KKtuKoc6dz6LiT5tNpHAh0a3ler/d8OJa3kcTslSc9H+7bjUj/3mg1+kaISghhj5KSUp5++jV++mkOQeGxjL9/Gu17DpOtJUIIIS47ktAQQlwyLGYTMz9+mo3LfsXVzQ0vL0/c3Fxxd3MhvqUXRb5uZCZXodUYjv9yQKsxoDv+u17ngqO+9gd+VY3lhLk1ah0tAgYR49eH4so0iqrSKK5MJbf8MAoKhZXnXqfjYqMoCqn5W/BwDgVUlFSm4eUSQcuQK3F28Gns8IQQp1FaWs6VV44nNS2L8fdPo8eQcaibYKclIYQQwh6S0BBCXPSyUhOpqihl4Y/vkJywnXfffZkJE0aj1Z78X9is7/Yw+/u953wurVqPr2sMvq4xqGy1W1YKKo9hsRn/yyVcVPLLj2C0VGC0VGDQutAm/Dr8PVo1uY4tQjRFkyY9Rlp6Do+8PZfAsNjGDkcIIYRoVJLQEEJc1EoKc3l50mAAPDw9+G3edHr06HzK8WNuaQvwn5Ia/6TVGAhwa3HGccrx2h0Xe1KgoDyZvanzANBpHOne4m70Wqf/PK/VasJoNGIwXNqdXoS4mJWUlLJkyUpuuPcVSWYIIYQQSEJDCHGRKynIBmDq1Ce56aYxuLmd+Ya5oZMap2K1mSmsSiWv4ij5FUcxW2tw0nvirPfCWe+Nn2sM7g5BjZbkUBSFgvKjlFSmY7GaKKvOoaQqHS+XSEqrMjBbq9l97Fe8XSPxdo3CzSkY9Sla2Jot1dQYS6k2llBlLKSkLJXi8hQs1hNXrvTq/Rw6neOFuDwhLjsbN25HURRadezT2KEIIYQQFwVJaAghGpyiKCiK0iD7uoOjWuLlG8i83xZz/fUjTzluz54DbNy4lfLyClQqFVFREXQZ4MLG5UUNWuDSaKkkvyKJvIojFFQmY/tXG4cKYz4VxnwAkgs34qTzINA9jgD3OFwMJ9ansNksmKzVmI//qjaXYLRWEu7T5T+1f7VYjRRVpJBXlkhm8R4MOld0GkecDV60DruGQI/W1JjLyC87QmHFMVLzt5CUswaNWo+XSwRuTkGYLJVUm0qoMZVSUZNn13ljm4+UZIYQ59GGDVvw8Q/G2z+0sUMRQgghLgqS0BBC/GeZxw6xYdkvpB/dS3FeJqXFBVgsZm568A16DDm5M8jZ0OkM3Pn053z4zATatR/EmNEjGDFiMG3atMLLy5MdO/bwySfT+e23RegNDjg5u2G1mikvLa6bw0HnhpPBGyeDJ4qiYLWZsFqMWG1mrDYzCjacdJ4EuDXHzzUWtep4i1KzBZtipdJURH7VMfKqkiipyTwpRhe9D77OUeg1TlhsRvIrj1FmzAGgylxCUsEGkgo22H3Nfo5RuDr4nXrAaVZ8lFZnszNjNkZLBXqtMy0ChxDu3enEQTYbOpUeq9VIjbEEB60rFdYarDYT+WWJ5Jcl1ju3g8EDL7co3F2CcTR44WjwwEHvhlpd+63E6qQ7oW3uf2Fv69CL1gVuAWuz87u5yo42qg05l71/jwOeXHDGMX++dpV9kzVRubn5/D5/KdHx3Rs7FCGEEOKiIQkNIcQ5MZuNpBzazZ+/f83ujUvxD/CnZ49ORF/ZlY0bt7Fhw1Zstoa5K42IbcsLX65m5dyvWLh4Ad9+OxMArVaLxWLB2z+Ymx58k24Dr0OtqU1GVJaXkJuRRG5GMgfWbyQ98SClVVmoVGo0aj1atOi1TmhUOlQqFeU1eezO/A2dxgEPxxBUqKg0FlJlLkHh5OvQqR0IdGlJsGscbo6BJ2wraebdG6OlkoKqY+RXJpFfmYxVMZ/2Gh11HgS4NCfMqyOOOrdzep9Kq7PYkT4LR507XcLH4+jghUqlorQ6m4yi3bVxaxyw2szklB7EbK3B370Feq0Tbk6BVNTkU1lTUBerWqXB2yWSIM82ePu3+k+rRoQQ527fvoPcfMv9VNVYGX7jA40djhBCCHHRUClKA32cdtxni9MacjohxEXEarWwb8tK1i+ZwZF9WzAZa4iIjOCRhycyduw16HQ69u07yMBBY+jQewQ3T3m7wdsJKopCVmoi+VnHKC7IJjCsGbGtu9clMk4lYcVODv25q+6x2nhygqHCWEB26QFKa2pXVzhp3UFRyK44hNlWgwoVvk5RBLnG4ecchVp1PCd8hmtUFAWLYqLGUg4oaFQ61GodGpUOjVp3Yt0KtR31Nv61QsOmWEkq2EhywQZcHfzpFDoOvdaJgupUjuVvpLAyBUedOzqNI2ZrDWqVGk/ncKJ8u+No8Dwp1mpzCSjgqHdHdTw2m9OZt+1YnexLeJhdzpxLtzja93Vjdj7z+2VxtK+GidWOnUk2O3M69oyz2bkTyq657Px4QmNHsx61qeHm0jTgXJfrCo0jR5Lp23ckvkFR3PHUp/gGhjd2SEIIcUm7e1hYY4cgGpCs0BBCnJGiKGxc9guLZ75PYV4WHTu15/nnHqJ79060adMKzfFkgtFoZOLExwgIiWb8/dMaPJkBtV1EHJ1d0Wh1mGqq2bxiDstnf05NVRlWi4X4LoOIbdONoIgWuLj9fbPeclAHABJW7iSraA+FpUeoMZfVbjtRLNhsZhTAQetSu0VF74mPPoycysOYbTXEevUm2DUeg9b5nGLWqR3QaRwa6m2gwlhAuTGfSmMhWWUHqDYVE+XTg2ifnnVbZpLzN1BUmUqQRzzxwSPqkhNnitVJ73nGcUKIC+Ohh1/Azcufh96cjcHhv3ckEkIIIZoSSWgIIU7LYjbx43uPsWXVPEaPvorJkz+hbdu4k8ZVVVUzceIjHDl6jMff/R2dztDgcexcv4g1C6aTfKh2pYWLqystWsQQHeyHh4c/RqOJP37/kj9+eg8ADy8/giJacON9r+HtH0LLQR1Yt+ZbDqTPx8MxBGe9F5rjKyXUah2gYDRXUG0pI6tkH8esm+vOn1i0DpVKTahbW7TqhisyerYURWFf9h9kle4DQKPW4+cSQ9ugq3F3DDxhbLh3F4oqU8kq2U+kT3dcHHwbI2QhxH+QlpZJTHwPSWYIIYQQ9ZCEhhDilGqqKvjy1Ukc2b+ZL798h9GjT1zyXVVVzddfzyA5OZWly9ZQWFjMHU98TEhUqwaP5ePnb+HQ7o307tODZx//gI4d2xISEnhSS1Sz2UxSUgoHDyby/fe/smbNWkoKc/D2DwGgoDiRXt0G4lLa5bTnUxSF8oos8quSOFJUW9DzcOEaqswlxPkObvDrs4eiKCQXbiSrdB+tAq4g0K0lWrWh3raw5TV5ZJbUtq0N9myH8786rAghLg0jrxnKF1/O4Pp7Xkara7xkqhBCCHExkoSGEKJeZSUFfPL8rRRkH2PO7K/p3bvbCa8nJiZxy633k5SUSkBwJNFt+nH3dRPxC45skHNvX7OAP+d9Sfvewxl+44Mc2r2RF198jPvvv/O0x+p0Olq0aEaLFs3IzMxmzZqNfPribbi4etDjihtxdvPmSMp+hvaOIWfv3x06/k2lUuFm8MPN4Ee4e0dSSraTU5lIuHuH/3x9Z6uwMpWUoq2UVGdittUQ5d2DMM/29Y6tMBZyJH8tueWHcNR5EB88giCP1vUmPYQQF7c9ew6wYuU69LI6QwghhKiXFAUVQpwk41gCX716NzZzJXNmf0Xr1ieuuPj119+ZMuU5PHyCuf3JTwgKj/1P51vyy8esX/ITOp2OmqpKSoryUKvVDBjQmz//XFfXLWXFitl07NjW7nmzs3OZP38JFRVVJCen8tNPc2jTbTCKzcb+bX/i6uKOv0Nbwjza11/fosaOSoX2sqN+BQCav8fZFAsH81eSUbYXN4Mffs7N8HYMx8MxuN4ERV7FUfbkLECvcSLaqztB7vF/t6A9BUV7+tfrYnE+8xYiq4t9FTMtzmfOpZud7CwK6tRwRUHtKdJptbcoqD0FRhuyKKjOvm/lKsuZ3wt7C3mq7SkKauc/IXvOae9cK99oGsVDly1bzQ03TCQwLIabHnyb8Ng2jR2SEEI0CVIUtGmRFRpCCKxWC+UlhRTnZ7Fu0Qw2r5xNs9gYfv3lF8LDQ4+PsfLHH8v54MNv2LF9F137j+L6ya/g4Hj2RTL/LSftCIW5GQwa1JdOndoSERFG377dCQjw4+jRY6xZs5H27VvTocPZ/UAfGOjPxIm31D0ePLgv99zzONHxXXn20+X8+dvXbFo+m+TCTYS4tyXCqxOOOvf/fD0NwWipZFfO75QZc4jzHUqI2z9WWdSTzCisSmV3zu/4OEXRNmBEbYtVWZUhxCWpsLCIRx55kRbtenHPC9+g0UrLZCGEEKI+ktAQQvDSxIHkZaXUPe7Tpzvvvvsy4eGhlJWV8/PPv/HJJ9NJTU0jtk037nn+G+K7DGiwbQxX3fwwaUf3snr1Brp27cC4cdfUvRYTE0lMzH/fxgIwcuQwXFycGTPmdmLiuzH+/mmMmPAQc957jd07F5FWvINAt5ZEeHXBzcG/Qc55LsqN+ezInotNsdAl+Ho8HIJOO76kOoudWXPxcgyjXcBVp9xGI4S4uFVWVjF37h+8PPVdaowW7nj+ZUlmCCGEEKchP/UKIfAJDCcvK4UrrxzEokUrWLt2Ex07DsLLy4vi4mJUajUdeg3nhikfn5dlz97+oTz27nxemTyMV155l5iYSEaOHNbg5wEYNKgPU6bczfsfvEl0q07ExHXmtpfeZe/8UayaO52Uom1klR3A2zmSSJf2eDuEnTFxk1uVxOGitQQ6N6eZZ49zjk1RFDJK93Ko4E+cdB50CLwBR53bGY6xsTd3Ia4GX9oHjrQrmWGxmaixlOOi9z7rGG02C5U1+bg4BkhdDiEayL59B5k+/Rd++XU+VZWVtO0+hOvveRl3r8ZLrAohhBCXAkloCCG49ZF3mXb/cBYtWkHb7kO5cfIrHDu0i7Sk/fj4h9K8bQ+8/ILPy7mLC7JZs/AHNi//hdLiAtq2jScurvl5OddfnnrqATZu3M43r0/mqQ8X4+LuRZur+6DXO5KwtCM55YdIKdzC9ty5uOn9iHDrSIBzLOp/1cGwKTaOFG/gWNl2ACrMReccU7WljP35yyisSSXYtTUtfQecsT2s0VJJQv5KqswltA24qnabyb9UmUqw2IyoVGqqTMUkFW2izJgDwJCYh1FhZw0Nm4UDx34jp6i2XWyP+PtwdpTOKUKcq4qKSubO/YNvp//C7l178fD2p8+I/9Fz6Di8/UMbOzwhhBDikiBFQYVowhRFobggm9TEPaQm7iX1yG7KivPR6vQEhbdg/P3T6toAFuams+TXT+g74mZCIltesBinPXAVqUf2EhoazM8/f0GrVv+twKi9MjOz6dNnJEHRbbjnhel1qw0OLdnG4WXbURSFopKjHCvdTkFNKmqVBgeNG45aVxy1bjhoXSmsTqfEmIlGpcOimOjoNwpfp4j6T3iKoqCKopBevpfDRWvQqQ3E+V2Br/MZttgcj3Vz+gxKajKJ8uxGrE+fupdrLOXkVSaRXX6Q4uqMeqdo5TeEMI/2dhUFVRSFXdlzyS85DEB4QA9iQ4eeNE6Kgp7dXFIU9OzO2VSKgqanZ/HOO58ya9YCqqqqiOvUj15X3Eh8lwFoNPI5kxBCnG9SFLRpke+cQjQhNpuNo/u3sH3NArJSD5GTnkRleQkAAYEBdOzYmtBuzaiurmHGjDm4efoy6rYngdptH+Pve+2Cx3zD5FeZ8cHjpCcdYPSYOxg4oBdt28YREOCLv3/tLz8/Xxwcztxl42wEBwfywQdTmTDhHpITdhDdqhMALa7oDMDhZdvxdgzD2zGMclM+hTXp1FjKqbaUUW7KJ68qGbVKS5R7F5JKtxDgFIuPY/hZxVBlLuVAwTIKa9IIcW1DC68+aHWOZzyuxlLBjsxZlJvyAThWvBWrYsbdEEhRdSqZ5QdRFOtJx/k6RxPs1ho/5+izqrORVbqvLpnRpeVduLucn9U6QjR1paVljBx1K4XFFfS95g56DB6Lt39IY4clhBBCXLJkhYYQlzCL2URZcT4ZxxJIOrCNHesWUJibSVhYKN27dyQmJpJWrWJp3741AQF+VFfXUFxcQlFRMbfdNoXc/BJe/2nnRVELIeXwbrasmseRPRvJzkjCZj3xhtzd3R0/P18CAnyJj2/OiBFD6NatI2q1ne1Q61FVVU1EZCccnd3wD4468bWicqoKy+oe69QORLl3wsMQSI2lApOtCketG4qisDv/D4qMGThpPfB3jMZTH4ST1h0nrfvfbVP/8R6XmfJJKd9JdlUiBo0z8V4D8XE4ngxRn/nv4kjJJo6V1m5z0ai1mG0nf3StQo2CDV+nKMLdO+DtGF7/37P+9B//VxoLWZf8BQCto8cQ4BV/yrFWZztXaLjYsULD0b6/V4sdKzTsWcUBDbxCw55VFQ25QkPfcN/K1Ub73i97VlXYs4rD3rnsXu1hPPN7seLtq+2brAHt23eQp556jV17DvHYu7/jFxRxwWMQQgghKzSaGlmhIcRFTlEUMlMOsXfTMrLTj1JeUkBFSQGlxXlUlJXUjfP28eGqEYMYN24kXbt2qLt5feWV95jy0POUlJRiMv59R+Di5sGk57+5KJIZABHN2xHRvB1Qu9KksryY0qI8yorz//F7LqWFecz8dTGffjqdjp3a89mnr59zFxQnJ0d+nvkZCxcup7q65qTXUw8XkJpYAEC5KZ8tObNw0rpTaSkGQIWGGI+udPIeSbEpk8yqBDIrEzhWvgMAjUpHK49+BDu3RFEUCmpSSSnfSaExHQeNK7EePQl1jj9jrYx/KjXmkly6jQi3DoS5tSWldAdFxsy61RoArjofvB3DCfVoh7PO85zeG0VRKKpKZVvaTACCfNqfNpkhhDhRTY2RzZu38+ef61mxYh0JCYfx8Pbnjic/kWSGEEII0UBkhYYQF7nFv3zE/O/exMXVlTatWx7fguGNn1/t776+PrRq1ZyQkMCTkhMWi4UePa/CqnGnU9+rcHb1wMnFAydXd/yDo3F2dW+kq7KPyVjDirlfsG3VXPKyUnHz8OGqmx+lS/9RHNm/hV8/fRarsYxly34hIqL+bLvJZGLLlp0sX76GZcvWUl1dzYcfvkKfPt3timH2p1uZ8/k2bIqVY2U7KDPl4+8UjZPWg9yqoxwr206wUyviPPujVmlQFIUaaznV1jLSKw+QU5VIqHNrioyZVFgKcdP5EenWAX/HZicVGQVOu0LDYjOyIfsnNCotXg6h5FYdxdshlDa+V2BTLCgKqFVqVH/Nq7Gj4Oe/Vmj8lcg4mr+e4up0ANwM/nRpffff856CrND4x1yyQuP4XPads6mt0Fi/fgs333wfxcXFeHr707x9b9p1Hyp1MoQQ4iIgKzSaFvmuKsRFLiK2HQDTXnuK8eNHn3ZsdXUNO3bsYf/+BDIzc1iwYDmpqWnc9tgHdO53zQWItuGUFefz3hPXk5+TyvXjRtK+/a1s2LCVH957lKW/fET/kbcz+aUf+OCZG5kwYTLLlv2Ck5Mjhw8f5ciRZLKyclm3bjOrVm+ksqICdy9fWnXoR35OKnfc+TAJB9ehseOGf/SkLgDM+Xwb0e5dTnjNwxCAi86b/YXLKahJ/T979x0eRfU1cPy7vaX3HlIJPfTeUVDAAooi2MX+s3fxVbEr9l6xK4jSpPfee01IgCSk97593j+iwUjKBBYS8H6eJw/uzp07dzZxd+fMvedg0nhjdVSjVCgJM3Wgo9dwtEoDOVXJeOqCaO89FG9dyBnNipEkiQOFK6m2l6JR6jlZcQBffThZlYeJ9eqLUeMJZznZxuYwszdzHgWVx2qfi/DuTkLgcKQmghmCINRIS8tg4sS7CYvtwr0vP0dom4RWMxNOEARBEC42YoaGIFwAPp12B47yk2zYML/BNt9++ytPPvUyVosFrU6Pj38w4bGduGT83YTHdDiPo3WNFX98ye9fvUxCQhyff/4WsbHRGI0Gdu/ez7vvfs6CBUvx8Pbn9qc+5pPnb6Zz53aolCq2bNkOgFKlIqptIu27D6Fjz6GERXdAqVSyau43zP5yGjk5B9Bq5S/1+HumRn3KzfmcrDyIxVGJVmnA4qwkt/oYnpoAuvqNRq9yq5NDo1ENzNDIqjjCvsIlAKgVWnoGXYObxoc1J78k1K0jCT41VU4qbSWUWXPRq9wx6nzQqoyNX0z9NUPDYq9kR/pMyi25AKiUWjoFjybIIwEAh5u+yaGLGRr/6EvM0PirL3nHbO0zNOx2O0VFJRQWFlNYWERBQc1PYWERhYXFqFRKevfuzmWXDWPM2Bs5kVHAMx8uwmDyaNZxBEEQhHNPzNC4uIgZGoJwARgwaiKfvHAbP/74GxMnjjttZsEXX/zAk09OY8CoiQweezMhkW3PKllmazBk7M3o9EaWzvqIwYOvAkCn0+FwOLDb7UDNLA53T2/ufWEG879/C61Wy5RnPiGuUx9M7t61r0FleSl7Ny/l0M61bF8zlyuuGNWsYAbUnanxb+4aX9p5DarzXIklmz1Fi9meP4c+ARPQqJoOCDRFqVAjSU66BozFUxcIQKhbR06WH8BN40OROZPsysNISHX2Mag9MGo8Mai9MGhqkpVqVAbsTgu2ahtWexUnirZjsZfXnI8ugMSwqzFpfc56zILQGlVXmykoKKKoqPi04ERhYRH5+YWkpJzAarNTUlxCaWkp/77/o1Kpcff0wd3LB7vNymeffYdKpUICHnljlghmCIIgCMJ5IGZoCMIFQJIkZrz1INvXzMPdw4P+/XoyeHAfBg7sS7t2cQwadBVWpScPv/7rRTe12WazkHpwO6VFeVSWl6JWa9Bodai1OjQaLYn9RgGQeSKJo/u3oFAqMRjdUGu0pB3dT/LejaSnHMDpdBIZGcF1113BfffdhoeH+xmNp96ZGg5nvW0rbSVsyP0Rf30bTBof3DW+BBvjG89F0UgODaujGqujCq3aRKE5HbO9nCpbCRkV++u0M2l8qLIV1wlsyBXm1YV2gZegUtadFiBmaNQQMzROac0zNJx2GxV5J6jIScVSUYzdXIHdXPnXTwVOu4wD/sNVtz5FUHgsbh7euHv64ubpg8HkUef9NiP1AId3byC+U5/aBMeCIAhC6yNmaFxcREBDEC4QToeD40d2kbR3E8n7NpN6eCd2mxV3Dw8sFgsGowev/7SjpYfZIjYs+YVfPnoGlUqF0+nE8VfJVz9/fwYP6s2QIf0YNKgfERGhLjne7E+28vtn/whqWBu+ODpUtp6T1YdRK7VYndV09RpFoD66wfYNJfKUJInMqsOkV+6nzJYH1Cw9USu1qBQaHJINvcodrdKASqlBrdCiUCiptpdSYSum2lFapz+lQo1Tstc+9jNFEe3bDx9T/R/yTpOu4TH/xe4m7wrdbmw6d4mcNgA2U9MX33aDvAt0h4zhywkuyO7LlQEN2YGWpj/yVTIDGkqXBiHO/nhOh53SlL0UH9hGZe5xJIcdlc6E3isAtcGEWu+GWl/z7yUDhuDu6YvJwwd3Tx+K8rP4/KU7kJx2rhh7Kd26dcbX15utW3fx089/4HRCVLtu6PQmdAYT/S69jtgOPeWdnCAIgtCqiIDGxUUENAThAmW1mDl2eCcnkvYgIREYGk23AZe39LDOu8ryEp69uQ/jx13Ou+9OQ6PRYDZbqKysxNfX55zNWKkT1GggoCFJEkvzPqvz3EC/SZjUjVSXqSeg4ZDsHCxZTVbVEQL00QQYovHTR9Tk5mjMP87d4bRTZS+mwl5Mpa0Is6OiJs+GWwAe+kDcdH6NdiUCGjVEQOOU1hLQcFjNFOxdT+H+jdgry3ALicMzsgPuIbHofYLqnRF151XjKcw9yaGdazm4cw0Htq2iU6d2/PHHN3h7e9VpW1BQyEcffUNq6nEqKqpIT8/kZGYOD78+U8zEEARBuACJgMbFRQQ0BEG4oM1460EO7VjJzh3LCAho/KLc1WqDGn8FNAosJ6l2lOGh8cNTE4BTcrC+8BeqHTW5KYL0MXTxvLTeIItDslFmK6BaqkKpUOKQbOwvXkGIoS0OyUau+RidvC8h1JggP8GonHZuRlldiYBGDRHQOKWlAxqS00nxke3kbF6Ew1KNd0IP/LoMwuQWVO/+TruNipxjlGUcQV2aSXZ6CiqVip49uzF27CXcccckWbl1qqvN9O07moj2A7nhf6/KOT1BEAShFREBjYuLSAoqCMIFx2azkJF6kAPbVrFt9Vw+/3z6eQ9mAFxzb28Afv9gI5IksaNkQe22BLd+tDF1YZDvJA6Vryej+hCxbr3qDWaU2wrZU7KUSkfJadvKbAVU2AvRKU01wQxBEKg4mULW+nmYCzLxiu9KUL8xaN29azb+IzhiLs2nPOMIZRmHKc9KRXLY0Jg8uX7cSEaMeJDBg/vj6dm8fDoGg542bcIoKSlw4RkJgiAIgnAmREBDEIQLyqZls/jt8+cxV1ehUql49NF7mDDhSln7Op1Ol1d/uebe3uBw8M17C1ChJtzYgZPVhzlSsYlKRwkSEjanBZDIrj5KnHuvOvtbHFVsKfoDg8qd3j5XUy1Vcax8BxX2QgDskpUIUyfauHV16bgF4UJkKckne+MCyo4dwBgYQcw1D2AKblO73WmzUJGWQlnGEcpOHsFaVohCqcIUHE1wj1F4hCeg9w7igzebV7b1n0pKStm6dReXTrjfBWckCIIgCMLZEAENQRAuGNnpyfzw3uNMnHg1U6bcSHx8DCZT/UsmJEkiOTmVRYtWsmLFOnbu3IvFYmHp0ln06uW64EBycirLD85hc9FcANzU3nhpAimwZpBjPoZR5YFCoSTa1J02pi6nn5P5KA7JRoW9iK1FcwAwqjwBBRGmTrTzHHTRVa4RhOZymKvJ2bScwr3rURvdCb90El7x3QAJc2EO5WlHKE8/QmVmKpLTgdbdB4/wBDzC2+EWEotK0/SSKTnsdjt33f04KJT0u/Q6l/QpCIIgCMKZEwENQRAuGHlZaQBcddXldO3aqc42SZIoKCgiKSmFpUtXs3DRSo4fO3FaH0VFxS4bzy+//MG99z5Z57kDZWuAmgCETTLTwWMsHhq/BvNZhBraolUacEpOFAoFXroQDpauBqCtZ38UCgWSJGF2VGBzmnHiwF3rj0oh3r6Fi4etvASlzoBKeyrwIEkS1pICyo8dIn/rCiS7DY+YzmjdvSg9uoe8HSuwlhYiOewoVGrcQmMJ7j8Wz+AEdJ7+Lg8EJiWl0K/faJxOJ7c+/h6ePgEu7V8QBEEQhOYT34gFQbhgdOg+mKiERK67bgpdu3UhJDgApVLJibRMjh9Po6K8Jvmm0c0DD29/TO5eVJaXoFarueqqy5g69WEiI8NlHevYsTR27drHoUPJWCwWbrnleuLi6pZbPXEiA4Bx40YzZsyltG8fz+a5x/j1s2XsLl2KXbJhVHmAJIHDWe9xNGgI0cTUPs4yp1BkOYmvJpTk4g2U2wsptefjkGy1beLd+hBtkjHLRCMjU6Qr80LL7cuVqahdmtbadcdTyGknd+yuPEcZ1/hOtbwDKhxNd+aU8S1DkiSSv5hW+1gfHA6ShDnnZJ12Sp2B0qO7UWr1GEPa4BYRh9azDzrfIEyhUSjVNQk9/04w2thZjHhsftMDA1ZMP7U05cUXp+N01vx/PHfG63TtfxkarV5WP4IgCIIgnBuiyokgCC3G6XBwZO9G0o7uo6QgG5vVgqdPAN0GXE54TMf693E62bNpCbvWL6S4IItjh3c12H9ERDi33HIdkyaNl500VJIknnjyJb768gcAfANCKCrIITDAn8OHN9Rpa7fbsVismExGKioqmT9/CT/++DubN2/HUx1AZ49hmNRefw288bdau2QjtWonx6v3NtpOpzSS6DkSb239lRzqkBPQkFvlxK3pCze7SV6pDbux6atcu0lmlROjjConMtqAzMokMm8DyKlgIud4ILPKidy+tE1/5Cvs8vqSUw1FTiUUSZLImzeLkn1bG+5Hq8cjpiOe8V1wi2iLUt3wL0JOxRSVRd5Xn38GNCorq8jMzCYl5QSTJt3N5Tc8SI9BYwgMi3V5bh5BEATh3BFVTi4uYoaGIAgtYt/WFcz8ZCpF+dl4enoSGhaCXq9jx541LJv9GaMnPsjwcVNY8P108rKOo1Jr8A0IwycwHE+fALwDQjiyez0arZaIiDDCw4IJDw8hLCyYsLAQoqIi6d27m6wLjcrKKtLTM0lLy2Dx4lV8//1Mxt/xLH1GXEthTgZfvnoXwSH+p+2nUqnYv/8wP/30O3PmLKKyspJ2if259fH3cSvy4uiCzbJeC6fkYEfpQsrsBcQYu2FxVlNuL0Sj1KFR6PDQ+OOlCcRT7Y9SoZJftlUQLgAKhYKQy64j6JLxWPKzcJirT21TKtF4+qDx8EZtb9mggclkJD4+hri4aEaPGcnCn99n0c/vExwRy2XXP4DOYEKnN6LTG9Hqjej0hr/+NaHViZkcgiAIgnAuiICGIAjnXXlpId+/8yg9u3dg6tQP6datc+16d5vNxltvfcxbb73Dod3rST24vXa/mNho1i/OxGqx4Ovnx6QbruCRR+4hMPD0YENjbDYb27btYtmytSxfvo7Dh5Nqt7l7+nDtXS8w7MpbmffdmyyZ+TEAq1f8AkB1tZkTJzJYunQVP/z4O8dSj+MXGMaQq+6k74jx+AaeWtKiVKpImvevWR1OKyfM+6lylKFTGim154EEpfZ8entegZdOxswLQbgIKdVqDMGt/66ZQqHgxx8+Ii+vgAMHDvPIIy/wzZsPNLpPREwHOvQcxuAxN4ncG4IgCILgQiKgIQjCeZeTkUpleQlPPvk/unevW/lDo9HwzDMPodFoePXV92qfHzioH/PnfYfT6aSoqBgfH+9mTfPOzs5l5cp1LFu2ltVrNlFRXo6ntx8J3QZz06gp+Ie0wS8wHA+fgNp+A8NO5bYYNWoiDqeD3JxcALQ6PYn9RjH29peJ79yv3rEkXD0QoDao4ZQc7ClfQYEtA091ANmWo0hIqNAQpIvGSxMo+3wEQWhZAQF+DBs2kF27llNZWUVVVTVVVVVUVlbX/ndVVTWFhcWsX7+FJYu+Y9Xcrxg89hYuveZuTO5eLX0KgiAIgnDBEwENQRDOu6i2iZjcPPnxx9n07t2t3moEjz9+H127duKrr36kb98eTJo0HgClUomfn2+9/aalZbBu3RZMJiODB/fF19eH0tJypk2bzowZNTMsohK6MvTKKXToMZTw2I6NBkX6DB9Pr6FXk3JgK3s2LUVvdMM/OBK/oAjCotthMHk0ea61QY0560mp2kGhLZO+XuMwqbzYWDwbJ3YsziqCtNFN9CQIQmukVCpxd3fD3d2twTY33ngtpaVlfPjhV3z66Xes+/M7EvtfzsgJ9xL0j8CpIAiCIAjNI5KCCoLQItYv+omfP3qGe+65leeffxSdTldvu7Kycg4dSm6wH0mSOHbsBDNnLWD9uk21ZU7VGg1dEzuRlJyC1eZg9A0P02f4eNw8fc7VKTXqyB/r+OG7J5Ekid5eV1Biy2VL6VyCtbHkWU8wzPcmVAoNKGXkx5CbQ0MkBf3reCIp6Kl2rS8paE1fMtq4sq8zSArqKvn5hXz33Uy+/uYX8nLz6D5oLGMmP0JASBuXH0sQBEE4XWtPCmo2m7FaZX7oyaDVatHrL95cTiKgIQhCi1k592vmfP0qEZFh3HP3zVxxxcg6+TCys3MZMuRq8vLyG+1HoVAQ26En/UZeT2LfkVjMlezasIgTSXvx9Alg2FW34+Xb8ss5fn91Gis2fI2nyh8kiVJnAUpUhGhi6GDoX9NIVXMh75Sc2CUrWmU9H0Bygh6AQs6Hl7tJVl9OU/0Bp39ymOpeVUuSRFl5BsfTVhMe2g9fnzgAbCYZAQ2jvOVENlPT7ewGFwY05MVsXBrQkGQEUWQHR2QENOSUdgVQyghouDIIoZTRRu4x5Ryvpl39r9eNI+O5aVSCvE4aYDZbmDHjZ5555lUi4zrx1Pt/nlV/giAIgjytOaBhNpuJinQjJ8/hsj6DgoI4fvz4RRvUEEtOBEFoMcOvup323QYyd8brPP30Kzz11Et06tyBLp3b4e/vy8JFK7E6lDz57jx0hoYvvN29/HDz8K59rDe6MfSKW8/HKTTLuKefI+OaA+Rb03FgI1DVhjxHOjG6RCzOanLsxylzFlLuKKLCUYKEEzeVD4mm4ZhUni09/GapNheTnLKAgqKahKtBAV2a2EMQLgyuCGZIksTixSv5/PMfUSgUdOk70kWjEwRBEC5kVquVnDwHx3dG4uF+9tW9ysqdRHVPw2q1ioCGIAjCuRAcEc89z39DRVkxezcvJfXgDtZuOkRFaSH+oVHc+8K7hMd0bOlhusTvX75EUvXW2sd2pR2D0kSePZ2j5l04sOOh8sND5Ye3OhibZCbbmsoJ8346mAa04MjlczrtZGRu5ljaSpxOGwCB/l0IFAEN4SLgimDG5s07eHbq6+zetZfOvUfw3NNfExwR76IRCoIgCBcDD3elSwIa/wUioCEIQqvg5uFN/5HX03/k9S09lHOiICed1Qu+JTGwH4oyA7urV+Km9CTPnsFh8xZCNLG00XYgw55MrvUEVqkaAK1CT6C2TcsOvh7VlhIKylKoqM7F7rDicNqwYaW4JLVOOzdTMAnxV9ab+FUQLiSuCGbMnr2AO+98lMi4Tjz8+q/Ed+7rotEJgiAIFxOH5MThgsQQDsl59p20ciKgIQiCcI45nU7mfz8dTw8PekT3Y+2uVShQEKfrTgdDf5ySAycOtlUuwomTYG0sfpowTEpP9Eq3VhUMcDjtJGUsJrNgNwBGvS+V5oLT2vn6tCUspDe+3nEoFOIOg3BhO9tgRnp6JkuWrOTZZ1+j9/Dx3PjQW80qOy0IgiAIQv1EQEMQBOEcW7PgO7avmceHH77K7t+ySbHsoY2246m8GAootudilqpoa+hDG33rXGIjSRIHTswhvySZqOCBWG2V5JXU5MgwaL3x8o7C2zMKb69o9Hqvlh2sILhIc4IZZrOFJUtWsWfPAdLSTpKWnkl62kkKCwtRKpX0GHwFkx98QwQzBEEQhEY5kXBy9lM0XNFHaycCGoIgCOeI1WJGrdYQ17EnarWGlJQTpBYdR4WKWF3XOm2rpQoUKKh0lLTMYGU4WbCT3OJDxIYMI7NwNzZ7FSE+XQjxS8TdEITTrelKKHLZrFXkndiGzuiNX5jIvyGcG6XphylJ3YOlNB9bdXnNbCKFAoVCiVpvZPCg/nQLi0eSpEZnSu3ff4gffpjNrN/mU1pSin9QOD6B4fgGtqVf++GEtGlLXKe+mNwvrOS+giAIQstw4sQVi0Vc00vrJgIagiAILlZalMuaBd+zev43WKqruPeFbxhz46N88MEbSJJEoCoShUNCwg7ASftRDlm3EKKKJkHdHemv2uNOyYmynuUaCrl3d+Vks3bKi9xXVReSdHIZAV7tOJm/A5VKR5+EOzHqvJve+V8UTRyyrCSNg3t+xGouA8AnuD1KVf31Upvqy5XjApB9o0NOdVSZfZ3veyuSSt4R5ZSTlRzylks5ZfSlkFnBzimjnUINuTuWk7N1MXrfYAx+oRhDokCSQJKQJCcmyc7K+b+zcOYPhISEMHLkYEaMGERkZDje3p6cPJnNrl17+fnnuezffxAvnwB6X3ID/S6ZQGBYtLzBCoIgCIJwVkRAQxAEwUXMVRUs/OV91sybgU6n5cZJ41izZhO/fzmNqR8vJ/P4IbavmU+AKrx2n3xHJoetWwlTx5Og6Um6PYl8+0mKnTkADDSMw6B0a6lTAsDhtHEgbS5atRGLrRyHZKdX7K3otfLvNkuSE6fkQKWsPzDxt4rybPZt/wqN3h21xoDBI7DBYIYgNJfTZqE0eS/FezdTlZtGYM9LCew58rTZF93j2tEzvj02m4WU/dvYv20lfy5ZyYwZv9Rpp1Kp6dRrOPc8/wgdegxBpRJfqwRBEISz55AkHNLZ39JwRR+tnfjkFQRBcAGnw8FH/3cTmccO8thj93DJJYNJTk5l7bot5GYeo7gwh9ue+JD2vv3IWnQAAKtk5oBlI77KECLVCWy3LKXUWUiAKqy2X53C0FKnhMVeQVbZQTJK92C2V+BpCqO4Io3usZOaFcwoK8/k4JFZVFcX4e0dQ7tuk1BrTj8vi7mMAztngEKBw25BqdIQ3XW8K09J+I+yFOVSuGcDJYd34rRacI9oS5vLbsUjqmODwQwAjUZHu24DaddtINfe9TzF+VmUFOZQUVaMt18wgWExaHUyZkIJgiAIQjOIHBryiYCGIAiCC2xaPovUQzvx9PTg/fe/5PXXPwCgXWJ/HnvrdfyDIwDwD2pDtuIgAEetu5GQCFFHs9W8BI1CR0/9SAocJ8GRQUdtf5QK1Xk9D6fkIL8ylczS/eRXpqJQKAlwiyfYLYDU7LXEhgzD16N50+mPpa2k2lxMbPQojqev5vC+mXTqfkudNg67lQO7vsViLgVAq/eg3YAp6E3NX9IiCH9z2u3kb1tBwfaVqPRGfBMH4N2xNwaDb73t/xnM+DeFQoFPQCg+AaHncsiCIAiCIDSDCGgIgiC4QGBYDB17DaekIJv8rOMYTG7EderHhLv+D9/AU0tM1KaaxJl2yUa24zg6hZH91o14KwPopBtAknUnOY7jtNX2IEQTc97GX27JJ7NsP1llB7E6qvDQBZEQMAK9yo3Msv2kZq8lwKsdUYH9m913m/DBFBYlo1SqiWlzKUmpC7DbqmtnaUiSk8P7fqWiLBMAd89wEgbejkZncuk5Cv8tVVnHyVw+C0tJPv49h+PfawRK9V/Ll6ynt28smCEIgiAI55MTCYeYoSGLCGgIgiCcpcwTSSz59QMO7VpPQGAAd06ZhE6nZcaMmSz44R1ueezd2rYaY81FfIkzHycObJKZNur2RGs6s9uyihJnHp11gwhStznn47Y5LWSXJJNZto9SczYapYEQjw74GdtgcVSQVrKLckseblo/OkZeSbBP50YrPTTEyzOSQP9OZGRuIi76MpCcOBy22oDGsaRFFObVzFrx9ounQ+KNOMU0fuEM2avKyduyjKK9mzAEhRM76RH0fiGN7iOCGYIgCEJrIpacyCcCGoIgXHAcdhsZqQcpLsjm6IFtVFWUMvCyG4hp3+O8jqO8tJA/f3yHDYt/JiIynO+++5DLLx+BWl3z1mqz2fnh5/l19tEYdeCU8MSXDpq+BCjD0Si0FNqzKXLm0EU1gABnKJLV1uBxFXqZ5VEbSQSVZz7O3uJlOCQ7Jo03vsY2aJR68iqOklayAwB/UzRt/Ybia4xEcpcRYGjkeCFBPdi9/xsKi5IBUKlrzuHkiY2cPLEegMCQbsR3vAalUtVYV83XWj/Lz3eFFpntZBdy0TTd0imzyomcCiaNVUIx52VRumcr5qwMqjPTUKo1BA27Ep+uA1Aolaedk/SPKnY9YtrRM1YEMwRBEAThQiQCGoIgXFCcTifLZn/G/O+nAxAeHobFYqEoN4NH3vztvIzBZrOwZv63LJn5ESolvPTSU9xxxyS0Wm2ddkajnorSkjrPaYw1gQGNQkuo6tSSEoOippKJA5m1Kc9CWsVeDpdtIEAfhZdbBMkFa6myFeOhCyLALQ5vQxjehjB06lNLPs722tvbsw0GvQ9ZubuAmlkZNmsFBbk1CVJDIvoS2+4KFPWUqRWax2kxU7RyGZLdjsrDA/fOXdH41J8z4mJgzjlJ+g+foNTqMIRHEdKhF+6xHVEbm64OJIIZgiAIQmskqpzIJwIagiBcECRJYsvK35n16XOYq6sAeOON/6NLlw5cc+0d+KrPfWlPSZLYtWER8759ncLck9x660SefvoBfH196rSzWq3cf/8z/PbbPLr2H1Vnm8Z0+kyHCmcJJc581Gg44tiBTbIQrow/o+UdjY/fyZGyDaRV7qONKRE3tQ8HClYR5tGZhIDhqJXapjs5QwqFkkD/TpzM3kZASCKlRcdqgxcm92BiEsaIYIaLWLKzKVm/pvZx0dJF+Fx6Gd6DhwOu/ZtqDfJXL0Lt7knkrQ+i0ulRWeTtJ4IZgiAIgnDhEwENQRBaveqqcn7+8Bl2rJ3PmDGX0KZNBG5uJiIjwxg37lbCYjpx59QvzukYjh3eyR9fvULq4Z1ccslQpv3xGQkJcae1Ky4u4a67H2fNms3c9PB0eg+vW3b07xkafzNLlWyxLsb5j5kZSc5d6BRGAhXhuIrdaWVv8TLyLWm09xyMAiUHSlcR7plI+4BLXR48qY+3VwwnMtYSGtGPth2v4XjyEqoq80noNAGlUnwcuYo+IhL/q6+lbNtmLJknAShatpjSzRsJvPUW9JGRLTxC17EWFVCZmkTQmOtQNSPvighmCIIgCK2Z868fV/RzsRPfIAVBaNWqq8qZ/sjVlBZl89VX7zJ+/BgADh1KZtiwcUR36MXdU79Eqzeck+MX5KQz99s32LnuTzp0aMfcud8xeHC/etv++utcnn7mFSwWO3c/9yXtuw8+rY3aeCr/RZWznN22NahQM1B3FQXOLI7Z9lNNBUpcN1vB7KhgV9FCKu0ldPcZQ7WjjIOlq4kwdaLdeQpmAHh6hKNUqikpSsXptJN+bDUARw/NISA4kdDI5ldQEU6nUCrx7NUXz159sWSdpHTbFsq2bsJRXkbWBx9giI/H9+qr0QYEtPRQz1rxjg0o9Xo8OiTK3qdnm3b0jBLBDEEQBKH1crioyokr+mjtREBDEIRW7fcvX6asOIdVK2cTH1+Tc0KSJJ566mW8/UO55/++QqN1XUUMc3Ul21fPJfXQDrLTk8g8noSfvy8ff/w61113FSqVqt79Nm7cyr33PkH3QWO5ZspzePrUf7GoVKlQ67XkVqax17YerUJHL+2l6BQGQlUxhNAGp+RE6aLlF+W2AnYW/glAb7/xFFkyOVK2nkhTFxI8Bpy3YAZAWVkGkuQElBzZP+vU8yXpVFXkExTWC5Xq3C8d+i/RhYQRcNU1+F0+lqLlSyjZsJbq5GROvvEGhrZt8ejbF2P79iga+LturSTJSfmhvRRvX4/f4FEoNfKWS/Vs047eZxHMcDqdZB4/xNH92zBXV6DVGdDqDOj0RjQ6PTq9sfY5rf7UNq3OgEanP6//vwmCIAjCf4EIaAiC0GqVlxayfc1cnnry/tpgBkBaWgbr12/m1sffc1kww+Gws2z2Z6yY/RkWcxWJXTsztH9HOt8zgeuuuwqTydjgviUlpUy583HiOvbi1sfeQ9nIxaEkSaRLyRywbcRXGUxnzQA0iroXY2cTzJAkiRz7cQod2dhtTgosaZjU3nTzGU129VGSyjYSZepKvEe/83pxVVxyjF37v0GjNqLTe1BdmU9MwlhSjywguu3lHEtaTF72boLDep23Mf2XKLU6/EZfiVvfXmR9/DHOqipseXnkfvstSqMRXVgY2pAQtCEhoFeDJCE5nTWVa5wSSE4kp4RCq0ETGIAmIACV5twFn6wFeVQcOUh1+jEclZVIdhuSzY5ktyM5bDgtFpxWC25xHfDtN1xWn2cbzMhOP8oP7z7G8aQ96HQ63D08qK6uprqqCqdT3qRend6Ap08AMR16MWTszUTEdjrj8QiCIAgXL4dU8+OKfi52IqAhCEKrdOzwTuZ88xpGo54bb7ym9nlJkkhNTQPAYbe75Fi5J4/x/TuPcCJ5L3fddTP33nsrYWHBsvaVJIkHH5xKWVkV97/WeDDDZrPwy4fPcqB0A21U7YhVdabYmY9ZqsRXGYReYUKyN1yutfaYzoYvJKudFewzr0OFGk9FIG1MXYly60p65X6SyzcT7dadOPc+p4IZcrNfn+UiTIu1AoA+PR6kSlEJgKdXJF4+saQfW4Narefk8fUEBndtXj4NGcOXW9JUVl8yu2qtMzy1gUGEPvAgWZ9+gkKtJmjKFMwn0rBmZVK5Zy+la9bI60ihQO3niyYoEE1wIJrgILRBgagDA1Bq//H3KaO0K4DCqcBpNlNxYB9lO7ZiTjuOQqNBH9EGTUAACrUapVKDUq1GoVKjUKsxtIlBHxaJpFDUebkV9fyt9gpvR+/IMwtm2GwWVs+bwZ8/vkNERCizZ3/DgAG90Olqlo9JkoTVaqW62kxlZRXV1Waqq6uprKyuCXj84/mqqirS0k6ydOka3np0HtfdM40Boyae0bgEQRCEi5fIoSGfCGgIgtDqWC1m3np0HABubib+7//eQKlUkpaWyeEjKRQWFBAUFk1Y9Nmvg9+7ZTkz3vwfwcEBLFnyKz17dm3W/j/9NJv585cw5ZlP8PEPabBdaVEuX7xyNyePHWRg1HAKMsrYaF1INTUX+gZMDNRd2eTxrJKZHNsJAlURGJSnl6UsdGQBCgYYrsbgHQhASvl2Usq3EuPWk1j3Xi0y7d3DPRSA8oosNF5+ADicNton3sChPT9SUnQMu72aw/tm0q7zdcCFtQTiQqLx8yPknnvJ+vQTihYuxNihIyo3d9x6dMejX38kgwqFUgFKJSgUNdVnlApQKJAsFqw5edhycrDm5mLLzqVy204cJaU1nSsUqH190AQHoQkKROdf86/aywuFVotCXfO1w1lVhaOsHHtpCebjxzEnpWDJzABJwhATR+D1N2Jq3xHlP2aBKK1ndr69wtvR5wyDGUf2bOT9Z25AoVBwzz23MnXqwxgMdWeFKRQKdDodOp0OLy9PWf2+8MLjPP30K8z44CmS921m6BW30qZtoliSIgiCIAjNJAIagiC0Olqdniffm8+ejUs4kbyH7fsycDocePmF0OfSPsR06EnbLv1QKs8uz8TmFbP58f0nGH35CD799M1Gl5XU5/DhozzxxEv0u/Q6ug0Y3WC7orxM3n58PBqVk19+/pRJ19+HxW7GXxmGHyFkOJPxV4XJOuYBtlFkzaNaXU47Xe8628qdxRyybsFfFYZOaUCSJFLKt5FasZ04997EuPds1vm5klZTE3yx283olDUXqU67FY3GSKfut3H00FxyMndQkLufvdvLie8zCZ3Rq8XGe7HT+PkRePMt5M+cSfmWzag8PLHl5WI+fpzAe6eg0KhxWizYC4uwFxVjLypGsttRqJSovb3Rx0Rj6tOjNveGs9qMLScXW04u1uwcbDm5VO7YRVlxyekHVyrhH0s0lCYTxug4PHr0whifgMbL22XneTbBDICcjBQAXn99KnfeeZOrhoVOp+Odd6bRs2ciL7z4Nm+umcfNj75Dn39VRRIEQRD+m5wocLig1LqzmX1kZmby5JNPsnjxYqqqqoiNjWXGjBn06NEDqJmV+Pzzz/Pll19SUlJC//79+fTTT4mLO73y3/kiAhqCILRKbeK70Ca+yznrf+PSX/nx/Se5+ebrePvtFxtM9tmQkyezGX/N7fgGRXLtXc832K6yvISP/+9mTHoVS5bMYsmSVZhtZgZox6BCwy7bavQYiVV1lnXcqr9mdGTYk5BwolHoUaHCLFWS5ziJEjVx2m5YJTNJJZvJrj5KvHtfot27N+v8nE47GWX7yK1IJsFvKG6msyv1+fedZ6fTjlZrAhRYzDV39ZVKNfEdxmMw+XM8eTFlJSfYtfxNgqL64uEXjbtPBFq9+1kdXzidPiKC8Mcfr31cnZpKzpdfkP7sCyhUKpyVlacaK5Uo1GokhwMcf5UYVqvQ+PujCQqoyasRGIA2LBRj90SU2r/ywpRZsObm4igrQ7LZkKw2JKcDlZsbKg8PVB4eqL28UNtcPyPnbIIZToeDFXO+5Mju9QAsX7HOpQGNv02cOI6kpFTef/8LQtu0JedkKu6efjgcNv788V2qyou58pYn8Q++eErtCoIgCE1z/pXCyhX9yFVcXEz//v0ZOnQoixcvxt/fn6NHj+LtfepGw5tvvskHH3zAd999R1RUFM899xwjR47k0KFD6PWuS9LfHApJkruAWp7PFqe7sjtBEASXqywv4fnbB3HF2OF8/PHrzZ7mXVJSyqjLbqCguJLHps/Byzew3nY2q5kPn51MQVYKc+fO4Ndf5/HZZ9/SJqgTIQUR7LKtxoGDbpqheChrPiyc1sbn1a+R5uGp8keLjgqpBJtkxSHZ0SmNuCu9idN0xSxVsdu8ChTQznMQIca2DXfYwKyU9NI9HMpbBoBe7cGADg80mazU4X4quWlu/n6KSlJwMwbh6xOP0eDL+i2vExTQhaiOY9m+4R10ek86db+1ZknDXzLTN5NyeB5u3uFYqoqxWWoCODqjN+HtLiEgoked35fN2PQsHbtB3u/XIaNQhlNeMQ0cMvJlyu1LTrtG0qr8q13jH/nW7Gwqkg6C04na1we1jw9qH29Unh4olEokScJRWoYtNxdrXh62nDxsubnYc/JwlJXX9qPy8UYTFIDWPxBNQADawEDUPr4oVKd+X46qKswpqTjNZjw6dmtyZobcJScqy9kFMypKi/jy1btJObidUaOG4evrzSWXDGbs2JFn1F9j7HY7/v7t6jynVCpxOp1odTo0ajXVZjOde49gwKgbaNdt0FnPTBMEQfivu/uyiJYeQoPKysrw9PRkx8FA3NzP/v2+otxJjw65lJaW4uHh0Wjbp556io0bN7J+/fp6t0uSREhICI8++iiPPfYYAKWlpQQGBvLtt99y/fXXn/V4z4SYoSEIwn/Oij++xGqp4oUXHm92MMNstjBx4j1kZuXx6Fu/NxjMkCSJb6c/THrKPp544n5uuukBsnPyuPq2p5FOWPhz5YdoFXp6aEZgUJhkHdsmWbFjI1QdS5C6TYPtiu152LDQ22cc3rqG83o0JsS9HZllByg1Z2G2l5GcuZz40BEoFfLupGfn7qawOLnmwbGF6HSeOJxW8goOEsVYotuO5sCuGeza/CGePjHodB6gUGC3VaFQqDB5htB5yP+wVpdQXpROYdYBUnbOojgnidiu41Brm7c8SJBHGxyMV2RQg9sVCgVqL0/UXp7o28XX2easqsaWm1ez9CS3JthRdfAQ9nXrG04++9fMj9JVq/AZMQqPbj1R6HRnlUvibIIZhbkZfPL8rViripk//wf69z+3VXfUajU7d65gy5YdaDQagoMD2bVrHydOZDB16sPodDp++ul3vv12Jh/93834B4WT0HUQoVEJhEW1IzymI1q94ZyOURAEQTj/HC5acvJ3H2VlZXWe/zv30z/Nnz+fkSNHcu2117J27VpCQ0O59957mTJlCgDHjx8nJyeHESNG1O7j6elJ79692bx5swhoCIIgnC9B4THYbDZeffU92rePx2azU1RUQlJyCslJxzl6tGbdvJubifT03bUXVw6HgylTHmHX7v08+OrPBIXHNniMrBNJ7NqwiEcfvYeXXnqb+E69eXbq95w8fohvvn0QD4U3iZpBp5Vsbczfy02MisaXXwSqIkhCT3b1UdkBDUmSKLXk4KELQKlQoVbq6BFyDZszvqfKVkJ6wVbKqjPpHHkNem3jEX6AtrFjyc3fR1bOTqrNRVgspUSEDiDQv6ZMpa9/Wzp0vYn8nP0U5h3EZqsGyYlKrcfTO4rwdpfUJFs0eqMzeuMX1gXfkI6k7J7N7pXvEt9zIp5+0bLOTTg/lEYDuqhIdFGnlkcorQokux1bfj724uI6gQ2FRoMuMhLJ4aD4j/kU/DmXggVzahKRarUotVqUWh0Kra7mvzU1j5VaHQrNqe1KrRaFVodKb2DwgLHNDmY4HHYyUg+ycemvbFn+G0HBASxZ8gsxMW1c9dI0Kjo6kujoU6/ZgAF1c+PceeeNTJkymZ079/LDD7PZvn0Hm5fPxG63Y3L3YvDYmxl6xa24ebgu94ggCILQslwd0AgPD6/z/PPPP88LL7xQ57ljx47x6aef8sgjj/DMM8+wfft2HnjgAbRaLTfffDM5OTkABAbWvZkXGBhYu60liICGIAj/Ob2HjaOsOJ/vvn610XaTJ19TG8yQJIknn3yJRYtWcNdzXxLdrvGcFCeS96BUKundu6bdxPtfZd/WFfzx9Sv07doXw74wlJKK5qz6q6Ymp4FR44mikZkSKlSEaeNJqz5MgtegxpeKqGqWEezLXkh22UESQ64iyCMBAI3KSOeQsWxN+xEfjxgqqvPYnPQ5XWKuxcc96rSuJOWpD1690YfIyCFERAzmaOpCsrJ30KbNUNRqPfa/2vkGdcA3qAOSJFFdVYC5shC7vRqN1g2VVo/0r89x3/AuuPlGcHT7LxxY9xmBUb3xSeiFyS/CJdUhZJV3lfnrktOXK8vJyi4T68JxSUoZDVWgUKnQhgWhDWt45kfA9dfjfckIzGlpOK1WJKsVp8WCZLXgtFprnqu24LRasFeU47Raatr8tV2yWUGS+G3h7+y49jZ84zqiVWvQqTRoVWq0f/2rU2tQSwrK0o+Tm3KArKQ9ZB7dh6W6Em8fHx5/8n/cOWUyXp6tK2eLQqGgR49EevRIBMBisZCUlMIvv8zlu+++YNWcL+k/6gZGXD0FL7+GX2dBEAThvykjI6POkpN/z84AcDqd9OjRg1dfrfl+3LVrVw4cOMBnn33GzTfffN7G2lwioCEIwn+GJEkc2rmWVfO+5mTqgdO2e3l5ERYeyuRJV3PjjRMwGk9N5X7nnc/4+uufmPTA63TuPeK0ff9tz6YlJCTEc+DAEQB+/+plDmxfzUMP3cXQDiP46N4/mj1+GxYA9latIVATSbg2ocG2WqUBh2TDIdlQKk7/0PqnrLIDZJcdBMAh2ets8zKEEu3bj2OFm0iMncix7HUkZSyjb/u7ZI1ZoVDgZgrC6bTXCd44HXbysnZTmHeI0uIT2G1V/9pPibtvJJ4BcXgGxOHmHY5SqUJn9KbDoLvJSl5LdsoGco9vQefuh29UN0x+EejcvNGavFFpGj9nofXR+Pqh8fVrcLvS0nDQSpIk7GUl5M6ZScr3H1HQrS9aHz+cFgsOixmnpRqn2YyjuhJz9kmcVgsKjRZjWBSePQdjDI/FEBTOPJuKeZ+swaBRYdJpcFeqcdOpMek1mHRqTLq///3rR6/BTV3zr1F/qq1Rr0avUZ2zMqw6nY7OnTvQuXMHHnvsHj7//Hs+/+IH1v75Pb2GXk3PIVcS17EXKrXM5CqCIAhCq+KUFDj/fWfnDPsB8PDwaDKHRnBwMO3b153l2K5dO37//XcAgoJqAua5ubkEBwfXtsnNzSUxMfGsx3qmREBDEIQLliRJ7N64iPnfvYnB6M7Ym5+gfbdB9bY9vGs9c2e8RnrqQRK7duZ/991EaGgwoaHBhIQEERISVCeA8U8//TSbl19+hzGTH2HAqIlNjsvpdHJo51p8fLyYNm06AId2ruXtt1/ktttuYPfK5DrnUCoVAhJeSv9G+w0hClCQw0kOmTdjUnrhoz79bmyFo4Rk8w6CDHFolI1f2EuSk5SCDQS6t6XMnENGyR78TdFo1adyVMT49SO/+jhJGUsI8+vO0cyVOJw2VMqmL5ZKSk6QcmwJ3t4xaDQ1r29BzgFSDs/Hai7D0yeKkMh+eHpHYjAFoNEYsJhLKCw/TmneUbKOriPj0DJUah0G94CaC1drJT4hHYnudg2VlnxKs5PJObgap8NWe1yV1oDOzQetyRuNpzdaNx+0bt41AQ93H1Q64zm72BTOP4VCgcbTm9Cb7qRk1XJK9mzDWV1VsyRFp0ep16PSGVCZ3PEdMAJTSAyGwPDasrP/Vm1zUG1zUCwjEanKUv/zSqXir6CHGneFGpNBjVGnwaRXY9T/FSQx/BUg+Wubm06NUa+peaxXYzJoUKsaTwrn6+vDM888xP33386MGb/wxRc/sWnZTIxuHrTvPoS2XfrhExCKt18Q3n4h6I1uTZ+UIAiC8J/Tv39/kpKS6jyXnJxMZGTNssioqCiCgoJYuXJlbQCjrKyMrVu3cs8995zv4dYSVU4EQbigWC1mTiTvIf3oPratmkPGsUOMuGQwZaXl7D94lDd+2oFGW1M2qrqqnO2r57Fn0xIO715Pnz49efrp/zFwYB/ZF7Pr1m1m3Lhb6Xfp9Uy8/xXZ+/32+YusmvcNAHq9nhkz3mfUqGEAJG1LZ+roL8mWTnDQsaV2n0s0E5Hstnr7+yelmxubK+fXJBU1nV554ZhlH8cs+xgWcgcqReNx62JVMVvTf6R3xGQAtqf/ioREuFcX2vj0wqj1AqBcVcHmQ58R6N2O7KL9dImeQKB33eoMdre6+UAys7aRdHQ+np6RdO4wGY3GQElpGrv3fo23XzzRCZdhdKs/qar9r+olktNBRUkmpXkpmCsLkSQHKpWOwsx9tRVQzpTa4EanSS/UVlmRUylETiUUuX3JrphyHqucAEhaeV8L5PSltMn7/6Wx2RfNaQOgkhGEUDYQhDiTvhoKaNRtI+81VdfTl1ajrJn1YagJdnz4RP1B279JksT+/YdYtGglCxeu5MCBQ3W2G03uePsF4+kbhNdfQY6af4Px8gvG2y8Ig8lDBPwEQbhoXQhVTtYeCHVZlZPBHTNlVTnZvn07/fr148UXX2TChAls27aNKVOm8MUXXzBp0iQA3njjDV5//fU6ZVv37dvXomVbxQwNQRAuCE6nk6WzPmbZ7E8xV1Wi0Wq59JLBfPTuUwwa1Jd16zZz5ZU3UVyQQ0BIG/ZvXcm3bz+EpbqSPn168Pnn07n22iua9SXdbrfz2OPTiGnfg+vvfalZ+46/YyqHd6/DXl3KzJmf07Vrp9ptFZZyNtsXUcmpjNP91GNk961QKIjUtueAeQNmZxV6Zd2KHzbJjE5paDKYYXOaSS5ag1ZlIrcimfyKVJzYUSrUnCzdR3rJLoI92hPl0xs33wiCfDpQUpGBuyGI7KL9pwU0/qmyKp+ko/MJDelFfOwYFIqaXB2HjszG3SuC9t0mo1Q2/RGkUKpw94nA3aful4+oxCuxVJVSrazEbq7AVl2OzVxR+992cwU289/PVVJf8gi34IaTugpCa2G1ObHaLBSXy4vCKBSK2uUoTz31AFarlZycPDIzc8jMzCYrK4esrJyax1lJpO5bS15uXp0lYXqjiYiYjky8/9VGkx8LgiAI54YDJQ7OPqDhaEbbnj17MmfOHJ5++mmmTZtGVFQU7733Xm0wA+CJJ56gsrKSO++8k5KSEgYMGMCSJUtaLJgBIqAhCMIFoLy0kO/feZSDO9Zw7723cv31VxMfH41We+rWdXBwzZ3+0sJc3Dy8+enDJ+ndszMfffQaISFnliTv55//4GhyCk+9/x7KBqamN8ThtJOflcazzz5I166dMJstLF26iqVLV/PLL3Nq23VW9SdAEd7su6FeqgAAShy5BCnrSdApORvdv8JWxK7CP7FJFjz0gWSU7CHIvS2xfgMorsrgZOlelAo1BRXHyC47hEdeTbUUs7WMmJAhpGStospShFHnU2//2Tm70KgNxMVcXjsDwmwpwWwuIrr9GFnBjMYoFEr0Jm9UJt8m29o1EnZzJXZzObbqCpAk3IJjUKrER6Bw8dNqtUREhBEREdZgG5vNRm5uQW3A4+TJLGbM+JVfP57KQ6//eh5HKwiCILSkMWPGMGZMwzfZFAoF06ZNY9q0aedxVI0T3+YEQWgxkiSRtHcjyfu2kNB1APGd+tRuq64qZ8/GJezasJAjuzdgcjMya9ZXjBhR/3TrwMCa/BMlRbmUFuVRWpTP++/PPqNgRklJKXPmLOL1Nz6i55AriYzr1PRO/6LR6EjsN4rPPv8BX18fpk//lPT0DIIjau52mvCkl/oS1IozS9pnVHrgrvRhb/UaQEGQpk3tNm9VECesB9lTtJgot+54agPq7FttL2dL/m/oVCb6Rt7ModxluOsC6Bh0OQqFgmCPdkT79SOlYAMnS/Zg1HijURux2qroFDUOP89Y0vO2cvTkSrrEXHva2BwOK7l5+/Dza18ncFFaVrMk0cMr8rR9ziWFUonG6I7G6E79WVIE4b9No9EQFhZMWNipJG9qtYpnn32N5P1biEroikYk2hUEQThvJBclBZVc0EdrJwIagiCcd1UVpaQc3M66hd9zcMdaABb/+iEfzE1CqVSxfvFPLPr5PSrKSujVqzuvvPIUV189Gn//hu/Gu7u74e7hQUF2GhqtHoPBQHh4SLPHtnHjVqbc+TjZWdno9AauuOmxMz7Pq29/hvefup4HHniG9t0GMfXJr1jz53fknjxGR1Uv1JIK/jWTQuXWdMI+hbsbCiBSlciBklWcsB8i2Kdj7fYAqR0ddE5SK3ayreAPhsbch/ofyUHVDiXqQj1KlQa1hw+h9GTvsVmcNB8m1K8rAFp0tPe8kuCKrhxKW0BhWQoqlY4yRwF+7l2IiR7JoaTZHM5ZTkTYAHRad+xGNRZzKUkHZmKzVxIaNwi78dTHjFNbM8vFadJg1zY+jfLvHBpNsRtkfFDLLbXa+KQW2W1kt5Pbl4z5oo1V5q3TTtX069XE5J5TZLSTZI5LkjEBSk4bl/cl589Lxjn+s6Rx4+1cmtbsrIwZM5KPPv6Wd5+8Do1WR7cBlzPujql4eDVciUYQBEFwDQcKHJx9MMIVfbR2IqAhCMI553Q4SNq7iUO713F032YyUg/idDppE9WGxx67l+nTP+HGh94kO/0o305/iJyMVG64YTxPPfVAnTuGjVEoFPTu1ZXUg9vpNWwc1dXVFBeX4O3tJWv/efMW8+WXP7Fp0zbiOvbivldmY/LwRm8wnfF5+/iH8NxnK6iuKkej0fH1G/dxeNd63n//ZVZNS6aiuPqM+wYwqWuWe5Tacqm2l2FQ1yR7UigUhJs64u0Vw4YTX1FcnYm/Kbp2P41KT/fQ8WxJ/4n9x38nMeZ6gn06czRzJYHeHVCrTi3l8XaLoG/7uymwZpCZvZ0T6WuICBtAUEAiNlsVqSeWkZG5CYVChVbnjtVagVqtp2P3W09L+Gkw1VwImSsLcdM2PP1dEISWFx4ewt49K9m37xAbNmzlvfe+5KW7V3P3c18R06FnSw9PEARBEABckGlEEAShAWXF+Sye+RHP3zGID6ZOZv/GefRKjOK9915m9+6V7Nq5jLT0TPyCwgmP6cAHz07G30vHmjVz+Oij12QHM/7Wr19PUg/vICQyHoCDB5Oa2KPG+vVbuOWWByioUDL5wTd48NVf8A0MO6tgxt/UGi02q4V3nriGE0d2MmvWl0yefC0mz7NPnqT6x3KOMls+/y5aZdL4oFO7caxoM0VVGdidp0o2uOsC6BJ8BfmlyWTkbyc2ZCg2h5kDJ+ZQUZ1fpx+lQoWvTzwxUZcgSU4yTm7CbjcTEdafvj0foUuHG4mLvoyAkK5Et72MnoMew8s35rTxGow1M2zMFQVnfe6CIJx7arWabt0688ADU9i2bTEd28fx6bQ7yE5PbnpnQRAE4Yw5JKXLfi52YoaGIAjnRNLeTXzywq0okBg3bjS33fYu3bt3OS355dKlq+nYexQfPXcTMVGhzJ//PZ6ejZeVakj//r0wT5uO1VyNRqvj4MEjDBjQu8n95s5dTGBoGx589ReXlyqsLC/lrUeuwlxVyqqVf9CuXRwARvfmBTSckpND5k2oFVraeQwHwEPjz6DAmzhcuo7dRYvw10XSzmswRrUn8Fe1g6Ax7MtewLaTPwMK3LS++JtiCHJvi78pmjC/7hzNXEmwb2c6RV3N4bSFbDr0CZ6mMGKCB+PnearCgdHgT1BAF46lrSAtYx1t464kODARva7meDZT4x8pao0BtcaIubKwWecuCELL8/Pz5ddfP+Oyy27g4/+7mUen/4G3X/OCzoIgCII8ThQ4XTD3wCl33e0F7OIP2QiC0CLmzniNrl07cvjwBj755A169EisN1jQvl1bju7fSnlpEbfdNvGMgxkAXbt2xGAwkHJoOyGR8WzbtlvWfmvXbSG+ywCXBzMANBotToedy0YNqw1mABibMUOjzFHIhso5ZNpTyLSl1NlmVHvSzWcMXX1GU24vYkPuT5yo2FO73dcYyeDoe+kfeSsdA0fiqQ/mZNk+Nqd/z9rjn2G1V+JwWskp2k+QdwcGd36EztHXIklO9p+YU+dYCoWCDgkT6NfrMfz92nM46XcKiuTNgvmbweiDuUIENAThQuTp6cHs2V+h18An/3czVRWlLT0kQRAE4T9OBDQEQXA5SZI4efwIV181qskcFnfddSP52WlIksTvvy88q+NqNBo6dmxH1okkeg0dx5w5i9i1a1+j+2Rl5ZCacoyExH5ndeyGaPUGQqPanfa80aPpgIZDspNk2cGWqj+plsoB6G+68rR2CoWCQEM0AwImEW7qxJHS9SSXbq5dgqJUKHHXBRDm2YVOQZczNPp+eoZdT4AphipLMW76ADQqY01bpZog7/ZEBw/CZq+ivDrvtOMZ9N60bzseH584DiXNxmKtkP166I2+VFfkN91QEIRWKSQkiN9//5qKklw+f2kKNqu5pYckCIJw0fk7Kagrfi52IqAhCILLlZcUYLdZCQjwb7LtlVeO4rnnHiU4JJi2bWObbN+U0NAgSotyGTz2JsKj23PPPU+ybNka7HZ7ve1//PE3tDo9bbv0P+tjN0SjM1BcXPdOZlNLTgrt2WysnEea9RDKv1YHttX1RK9sOK+HWqmhnddA2nr051jFDpIL1tbbTqlQ4muMpH3gpfRrfzf9OtxDkE+HOm38PGLRqk2czN9Rbx8KhZL28eORJInjaasaPZd/8vKJobwwjcrSHNn7CILQurRtG8vMmV+QfnQv3771EE6HjFI8giAIgnAOiBwagiC4VObxI/z2+Qvo9XoGDmw6f4VCoeCRR+7mkUfudsnxQ0ICWbdxF5LTyY2PvM130x/iuuum4B/gzxVjL8XPzwe9vqaE6fwFy9m9ay+Dx9yEyd3LJcevT0Jif2Z/MY0NG7bW5vRw8/dAaTSe1tZuVJFUtomT1Yfw1ASixUipLZcYt560ce9VsyzGdPp+/xRlGoBDoyC1cCORYQPQahoOgjhM2ga3hYT0JCNzM21iRtQ7VqXRk7CoQaSlrqRNh8vB0HBff/OL7UHGyY2k7PmN9qMeaHCZj01OOVbklcyUW2pVDjklVAEUMsqCurSvVlqaVlLJG5icsqayS8DKaXeey8nKLRPrlNFu+OMLZPW18q2x8g56hnr16so337zH5Mn3MvOz57n+3pfOybI9QRCE/yJXJfR0SBd/Dg0R0BAEwWXyMo/z8n0jAXjwwTvx8fFucp+SklJ+//1PMjKyyMvLR6lUEhDgT3h4CAMH9iEmpk2zviRPnDiOL7/8kY+fv5mbHnmHZz5aQkbqAbas+J1Fy9ZhMVditZixWS3EderNXVO/oFPv4Wd8znIMvGwSezYu5qqrbmbChCu4/PIRWKk7TdspOcmxHSe5YgcOyU6gPpoqeykV9mI6e11CiLFts44Z4dmV1MKN5JYcJty/xxmNOzykHyeztnIkZT5tE69Dpdad1iYwpCsnji6lMO8wvh7dm+xTqdLQpufVHFnxGeU5KXgExzW5jyAIrdNllw3n3Xdf4sEHn8VSXcn1976E3ujW0sMSBEG44NUkBT37ILEr+mjtREBDEASX8QuOZPwdz7J5+W+8//4XbNq0g2XLZjbY/v33v+Ct6Z9iMVvw8Q/G3csPSZIoK9lKcX4ODoedvn17smjRz7LH0LFjArNnf82UOx/jhSlDGHjZJIZccQsT7n7BBWd4ZtQaLQ+8+jMr53zF6mW/8ssvNck2PVX+9DCOJNN2lDTLQaqlChQoMag8yDUfw0sbTB+/8XhqA5t9TKVSjUqlo9pacsbj1mpNJMRewcGk2ZSse5PImOEEh/dCqVRz6+ROqFQKvvl+H+6e4eTn7Mc3tumABoB7YAwKpYrqslwR0BCEC9xNN01Ap9Px6KPP83rSLm594iMi4zq19LAEQRCE/wgR0BAEwWWUSiVDr7iVvKw0stKSGTSoT4NtFy1ayQsvvMXgMTdx+cQH8PCuybdhNVezat43LJ/9KUolXHXVZc0ex6BBfdm2dQkffvglb7/9KZtX/MbrP25Ho21eqVRXUqnUXHrN3Vx6zd0UF2Tz0p2XUGrOZ1X5z0icmrsv4USpUNLNZzT+OvmzUyTJSZkllzJzLuWWfHIrknE6bYT5yQsyNCQwoDMeHuGknlxNyuH5ZKat59777mHsZTEolUqc9lI2rCxGo5V/V1ahVKI1eWOpKD6rsQmC0Dpcd92V9OjRhdtvf5jpj17Nlbc8wbCr7kCpFKnaBEEQzoQTJQ5RtlUWEdAQBMFlqipK+eq1ezm6fwsffPAqN954bb3tioqKeeih5+jUaxjX3TOt9qL9wPZV/Pzh05SXFnL7bTfw+OP34uvrc0Zj8fR0Z+rURziSlML2XcmoNacvl2gp3n7BDBl+M7uXLiLHfgwAP1UoAZpIfD2iMao8ZQcynJKT9JKdnCjejtleDigwab3xN0UTGTYAo67pZT9NMei9Seg8gaj4YZQUb+Xtt15hyaI/+PTTN3jqiYewWSvo3ON6bDL7c9itSA47DmvVWY9NEITWISamDcuWzeSll97ho49e4cieDdz08Nu1wWpBEARBPpFDQz4R0BAEwSXKSwt598kJVJXl88cfMxg4sP7ZGZIk8cgjz1NltjHpgddRKBTYbBbmzniDVXO/ZviIwbz15nNERUWe9ZgkSWLN6k1Ed+iD3WZp0Rka/9az31i2LJmNCjWdDYMJ0EQAoFA3nMDz30rNORzMXUKZJY9Qj46EeXbGQxeISqkBwKl3XRDHYDIw6obJePndT+qhHfzy4dPcfMsDdOjYjuzsHDz8qnDqQiguKmm0H0mSSN8xH5ulgqB2g102PkEQWp5Wq+Wll55iyJD+3H33E7z6v8u46ZF3aN9tUEsPTRAEQbhIibmAgiC4xE8fPEVhbgYrlv/WaDDjzTc/Yt68xUy8/1U8fWpyQ6ya8zXrFn7P669P5bdZX7okmAE1FVTuvvtm9m9byQNXtSX35DGX9OsK8+e+Q6kjn+7GS2uDGXI5nDaS8lezJf17JMlJ34gb6RR0Od6GsNpgxj9VVOeTW3KE7KL95JcmY7U3b2aEu68nIyaMwMvPC4CY9j2445lPOXkyG41aRVxcNGsXfsOlY4YSGh7cYD+VpTkcWP8Z+Uc3E9njSgxeQc0ahyAIF4bhwweyYcN8unaO58OpNzLnm9ew26wtPSxBEIQLhhOly34udmKGhiAIZ81us3Jg+2ocdhvV1dWnbS8sLOLnn//g2+9mcSz1OGMnP0L3gaNrtx/ZswG7zYbBYCAzM4ewsIYviptr6tSHmTDhCnr3HsXiXz/klsfedVnfZ+rYkV3s2b6UTl7D8TFG193YREnWalsZO0/OospSSGzIUCID+6JUqKivgubfJVm37v0ah+OfFxMKPN3D8PWJx0vXHjePEBSK+j/w/EL8GDhmILp/zfYICo/ljqc/Ycab/8NcXcXgMTeh0WoYfEl/tu3ax+HklFPjsJnJ3LeMnCPr0bv7EnP53XiExTe6RMV5elymXrJKjMpM8C25MBH4+S6PKrsvGaVi5ZeTlVFqVWbZVpQy2skttSpjuZYrS8C6qo3svmSWgB32dNPlXVe9du5KuwYG+vP779/w0Udf89JL73B0/2ZufeJD/INdE7AWBEG4mDkkBQ4XfDFxRR+tnQhoCIJw1tQaLcOvup1lsz8jL6+wzrbNm3cwadK9VFRWkdhvFFfe+TpxHXvXaZOQOICKkgIefvg5nE4ncfGx3HLzBO666yZUKpnf3hsRHx9D24S2raKcoNVczbwZrxMdHUVIdULz9nVUsz1zJk6FRJ+EKbgZAupt53Q6yCzcQ1bKfsyWUhwOK0qlhkF9nsZqq6S4JJWCoqOkndzAsbSVaLRu+AV2JCJ6KHqDV20/YTFh9B3ZF5W6/t9B594jeOPn3VjNVbh51uQ6USqV9OmRiIe7iW279iJJcHzLLIrS9hLUfghhXS7D4S4zWiEIwgVNqVTywANTGDCgN7ff/giv/e9yrr/vZXoNvbqlhyYIgiBcJERAQxCEsyZJEhuW/Mz1E69m+PCBtc//9tt87rv/aaLaduWppz/Bw8uv3v1HTriXkRPupbK8hCN7NrJvy3KmTn2Nnbv28fVXrplR0aVzAmvWr8FqMaPVnf9cGtVV5axd8D2r531NVUUps379ii8e2NGsPpIL1mJ1VNEnYQpG/enJUiVJIqtoL6nZazFbS/HzScDbMwqd1gMPj3BUKi0GlRZDUA9CgnrgdDoosmVRlJ9Ezsnt5GTuIK79VQSH9SSucxxdB3VtskqBVqev9/Vs3zYON5OJtZu2EpgwkLKcFIrT9+MRFIfRLUF20lNBEC583bp1Zu3aOTz62AvMeOsh8rLSGDPpoZYeliAIQqvlcFGVE4eociIIgtA0i7mKqooyOndqh91uJy+vgI8++oZPP51BnxHXcMP/XkUjo8qIyd2L7gNH033gaNp3G8S3bz/MdROu5NJLh5zV+LKycrBareRlp3N41zq69L30rPprjsryElbN/Zq1f36H1VLN5EnjefDBKURGhvOtfg9Ws11WP1ZHFSfL9pPgN6SBYIaTpJPLSM/fRpB3B6JjbsDgF9pon0qlCi+faLx8oomIGcaxI3+SfGA2voFudBt83VkHHSLCQrh8xBBWrNWgvexBUjf+TPKqLzEdjCK4xyjcQmJFYEMQ/iM8PNz54vPptIkM4513PyCx76WERbdv6WEJgiC0Sk5JidMFVU6cosqJIAhC03R6I516DeOZZ17l2WdfQ5IktDo94++YyvCr7ziji9Zew65m66rfeeKJlxg4sA8GQ/NnVWzevIPPP/+OpUvXgEJJ1/6X0aZtl2b3czZ++XgqO9ct4I47JvPww3cREnIqEabRTSs7oFFqzgEkAtziTtsmSRL7jv9Bbslh2oWPJty/OwAyUyEAoFbrSOg8nkED2zHzl2/p2LsX3QaMbnrHJvj6eDNm5DBWrNmI9tL7Kc06Qsb+JaQs/BSdhx8+8T3wieuB1v3MyvMKgnDhUCgUPP74fSz4cwU/vvc4j07/vVVVnxIEQRAuPCKgIQjCWVMoFNz93FdsXzMPm82Cp3cAYTHt8fY7s+SekiSRkXoAD59ADu/ewI8/zmbKlMnN2v+nn2bzv/89A0D77oO54+mPMRjdz2g8Z2PoFbewd9MSwsKC6wQzAIweOkoKmq44IkkSRdUZKBUqDGqP0yYPZhbuIrfkEF2iriXQu90ZjVOvV/PUw73p0ulqKsuzmfnJc8R36lubG+NsmIxGLr9kCGs2bkWhUGCMbUdFdipFydvJ3bOK7B1LcAuJxb/DALyiOp/18QRBaL20Wi2ff/YmI0dex/vPTGLEuCl06j0ClUp8JRUEQfibWHIin/j0EATBJZQqFb2HjzurPgpzM1iz4Dv2bl5KfnY6Xl5e3HDDeC65ZJCs/Z1OJxs2bOW11z5ky5bt9B95Pe26DqR990EtEswAiGrbFZVaXW9yU6Nb08twKqyF7Mv5kzJLLsHu7VEolHU+mmz2apIzVxLqm3jGwQwvTx3/92R/oqO8AJg+/QW6dRvB2oU/MPqGB8+oz3/TaDQMH9SPbbv2se9kKu4hsbiHxBLWfxwlx/eRsf43KnNPkHj7my45niAIrVeXLh345ZfPePmV9/n85bvoNuBy7nj6E9Yt+pE9GxfjGxhOtwGX07774JYeqiAIgtDKiYCGIAgtzul0svbP75j/3ZsYDXquuOJSrrxyGv3790KjOVUR4+DBJPbtO4i3txcBAX4EBPhTWlrGgQNH2L59N38uXEFuTi4RsR2594Vv6NhzWIvnaDi4Yw0WczXdu5++1MXo7wGmsjrPOU11p1+X2Uops+QS7teDhNDLcCoUteVYAUqK07E7zES0GYLDqK2zr93Y9Ft8YJQHLz7clyB/06nnAv0ZP34MC5f8wqjr7nPZndO/K6AY/dzYdGRvTWBGr8OzUw8yN8/FYanm+LqfUSiVqPUm3EJiMAVHodIZGu5Uzq9X7s0JOX3J/XOSU2pVbnlUV5ZalXOzxynzJJ1Nv7AKmX25slypnHZy+5Jzc0xORTz5ZVtdWHJWxjkOea7p0q4Aa15yfXnXoUMHMHToAP74YyG33/4Qrz04hoyUAwwc2IfsY9v5cOmv9BlxDTc9PL3F38cFQRDONyeuKbkqs6r7BU0ENARBaHG7Ny5m1mcvcMcdk/m//3sUd/fTy6t+//0sHnzw2Qb7CAyJpH3v0dzQbyRxHXu3ii/ANquZ2V+8yODB/enTp/tp241u2nr2qivQsx06jTtKhbrec6qsLkChUKE3eDd7fG3jfHjmiX54up8+U+S22ybyww+zOLhjDZ17j2h2343p3CYWD6OR5Xu3YXc4UCgUhAy6muIjO7CVFSE5HZSXF5O/azUoFBj8w3ALjcUrLhFjQLhLxyIIQssaN2406eknWbNmM4/e/zI33TSB0tIyJk++l40rZhPfuS99R1yD0+FA6YIy3oIgCBcCJ0qcLlhy4oo+WjsR0BAEocUd3LGadu3a8tZbzzfY5uuvf6Zjz6Hc/tTHmKsqKCvOo6y4AJ3eSGhUAkY3z/M4YnmWzf6cooIs3pr3Rb3BCJN70wENhUKBJDlrfxT/usVuNhej07qjVDTvi36v7sE8+kAvdLr6PwYSEzuSmNiJ9Yt+dHlAA6BNQAhX9R7C4p0bqbSY8W7XA+92PU41cEhYSwuoyEylIjOF4qQd5O9ejXtEWwJ7XoopOMrlYxIEoWU89NBdPPTQXbWP//xzGRs3bgPg+3ceZd6M1ygtLkBvNBEYGk3fSybQa9jVLbaUUBAEQWg9REBDEIQWV5iTjpeHG5IknXbhn59fyGuvvc++fQe5+7mH0BtM6A0mvHwDW2i08hw/spslMz/if/ffTlxcdL1tDKamAxoAvu4xpBdsI7NoD4lRE/ByT6jd5u4WSnrmRqqqCzEafGX1d+nwKO66LRGVquGovSRJBIcEsmHjLll9ngl/Dy/G9R3Kop2bKCwvrbNNoVCg8/JH5+WPb4c+SE4HJSn7yNu5gpTfPyR0yDX4dex3zsYmCELLueSSIdx44wT27D1ETHQEbdvGEBISRHl5BZs27eC3z19g7ozX6DHkKgZdPpnwmA4tPWRBEASXckhKHC4o2+qKPlo7EdAQBKHFjRh3F5+8eBuffvotEyZcgVarZc+eA8ybt4SffvodhVLN9fe9TOc+l7T0UGUpK87ny1fvJjGxA0899b8G28lZcgLQMeJKQn0TScpcztGslfQMORXQ8Pdth0ql40TGWtrFXd3kUpuJ17ZnwriEJttt27abxYtW0LZLP6qrys/ZnVA3vZGreg9mxd5tpOXnNNhOoVThHd8Vr7guZK2fR+aa2UgOBwGdBp6TcQmC0HICA/354INX6t123323kZmZzQ8//Ma3381iw+KfiU7oyhU3P0HbLiLIKQjCxcGJAqfsxF2N93Oxu/hDNoIgtHqdeg+n97CrefbZV4mL60NkZDeuvPImZv+xlEsn3M/L325i8OgbW0VejKZIksQ3bz6AWung++8+RKttOGghZ8mJJEnklyVzIm8zleY8vEx1c0ioVBrioi8jO3cXx9JWNtiPUqng/ru6c934drJexx49uvDssw+TlrSLaXcOY8vK33E6z01qKa1aw6iufekUEdNkW4VCScjAq/Dp0IeczQuRnDKzYQqCcNEIDQ3mqace4MD+Nfzww8ccO7KbVfO+aelhCYIgCC1AzNAQBKFVuPnRd7n8hodIO7oPu81Km/jOBIbGXHBJ4HIyUkjau4mvv36P4ODGl8UYZMzQKKo4xp7jM/EwhhAdOIgI/16ntQkN6oHNVkXqiWXYbJXEx4xGqTz19q7TqXj8od706Bos+zxUKhWPPXYv119/Nc899zrfvf0Iacl7ue6eabL7aA6lUsmA9ol4GGsqoDRGoVDgFdOFooNbqC7Mxugfdk7GJAhC66ZWq2sTLgeFx7bwaARBEFxHLDmRTwQ0BEFoFRQKBQEhbQgIadPSQzkreqMbSpWKNWs2MW7c6EbbGr0Mp5Vpdf4rr4ZREw6pCkKDexIa1BMAWz3lWMPaDkNlciP54B+UVefQpecUJKMKT3ctzz/Ul/io5ldBAQgLC2bGjPfx9HRn5botZ9RHc9RWQNlTUwGlPvaqcrI3L0Sh1qDSG5sumylzYo8LqqM165gKmeVkFXJKwMqdPCPjmHL7klUqVmY80qluemBySprWtHNNG3BdCViXlpyVOXbnf+Qbnq+vD0OHDWTZb58SGBpFv0uva+khCYIgnDUHShwuWEzhij5au4v/DAVBEM4jb79gxkx+hB9+mMWBA0cabWs0aZrsr6gkBZBA0fTbdUBwIhqNifLSDOy2aoIDTLz1zKAzDmZYrVbefvtTrr/+Tlav3kR5SdEZ9dNcf1dAMen09W7PWDmT6vyTaN19KDq8lerCrPMyLkEQWh+FQkFYaBAAKQe3t/BoBEEQhPNNBDQEQRBczGYxYzAYCA4OaLSdsYkqJ0UlqRxK+YPggG6EBHRr8rglRcew2SqJbXclHdq34a1nBhES6Nassf/TwYNJvPzyO6xdt53g2J7c9Og7Z9xXc/l71lRA8XU/vRxvUJ9RBPQYgdbDm4IDmzg6613y96xBks5Njg9BEFo3T08PANKP7uXgjjUtOxhBEAQXcEoKl/1c7ERAQxAEwYWqK8tY++d33HrrRHx9fRpta2okh4bDYeXg0d/x9oiiXcyVshJ5unuEolSqCQzQ8NL/DcLLQ9fs8f9Tly4daNs2HofDRllJPhkpBziRvBdnA0tBXM3NYOSqPoOJ9A+q87zBP4ygvpcTdcWdtL/lefw6DyRr43yy1s89L+MSBKF1mTbtSZYtm4XDXMqnL95OdWVZSw9JEARBOE9EQEMQBMGF0o7up6qijEmTxjfZtrElJxVVeVisZcREjkCplLcAX6tzJyK2J8X5BzHoz34BvVKpZNGiH3n+/x7BXV3J3G/f4I2HrqAgN+Os+5ZLq9YwqltfOkXWXwFFqVIT0v8KAnteStHhbTis5vM2NkEQWgeFQkGPHonodDocDjs2q6WlhyQIgnBWnH/l0DjbH+d/4HL/4j9DQRCE88j01xIJi6XpL9R6o4aGJl78s0qJXB16deCSa27m0KHDHD+e1uz96+Pj4819993G8OEDAAiJbItOb3RJ33IplUq8TO6NtvFp1xun3UrZiYPnaVSCILQmCoWCa66pScQ87a7h5GUeb+ERCYIgnDmnpHTZz8Xu4j9DQRCE88jbLwSAY8eaDigolQoMxtNnaVRU5rJj3xd/tWk6sKFQKOgxrCed+nYmLLodAF999RN2u705Q29UWFgICoWCKc98gqdP47lBXC2rMJ+Nhxsv5eqwVgOg0p3fYIsgCK3H1KmPkJS0GbUaNi6b2dLDEQRBEM6D/0hRL0EQhPPDzdOHgJBIdu7cy/jxY5psbwgwUZFXVfvYalBwYN/vqLVGoiIvRe8fiv1fFU7sxlNLUFQqFf2H9SG8TSgAfkER9Bx8BZ98MoNFi1bxxBP3cu21V6BWn93b/dVXj2b6258x85PnePC1X86qr+Yoq6pk6Z4tOJHqL4X613MlR/eg1OpxC487vZ3cfFgy2snOreXCHFyyyrbKTGsip52Mgjo17VRNn6TsPK1yStgqZda5lVO2VUZOGnBdCVjZZWLl9CW3BKycY8r8Ox3wyoIm22x4dqy8zs6xgAA/Ert0pDDn/C2NEwRBcDUHChwu+DLhij5aOzFDQxAEwcV8AyPIysqR1db4rxka6cfXUFGRQ8fEyYRFDkDRyNWlTqdlxOjBtcEMqFmecduTH/LMhwvxCk7g3nufpHOXYTz//JscOpR8ZicEGAx67rn7Zo4e2IbDbjvjfprDZrezZPdmzDZrg20kSSJ3+3Lydq7Ap11vlCoRpxeE/zp3dxPm6vKWHoYgCMIZE0tO5BPf/ARBEFzI6XRSWV6MWn16udH6/LN0a0FREmnHVhHRZjDuHmGN7mdyMzHssoF4ennUuz08piN3PfcFGakH2bDkF2Z8N5sPPviS9u0TGDiwF4mJnejatSOxsVGoVA3f8q2srGL//sNs3LiNL7/6Cb3BhM1mRaVuOKGpK0iSxKr9OygsL61nm5Pq/Ewq0pMpO3aQqpwTBPYaSWDPS8/pmARBuDC4u5uwHCts6WEIgiAI54EIaAiCILhIZXkJv348lYzUg7z24n2y9jEY1ZSWnyQ7fw8ns7fi69+ONjHDG93H29eLoaMGYjQamuw/PKYDE+97mWvv/D8O7VrHznV/Mm/hej7//HsA9Ho93t7eeHi44+HhhoeHG06nk6ysPLJzcigrLftrnG607zGEcbc/i95gknVuZ2Nn6hGO5WbWPnZYqilN2Ud5ehIVGUdxmCtRarSYQmKJGn07HlEdzvmYBEG4MLi7u2ExV7b0MARBEM6YA9csF5G5IvWCJgIagiAILrB/60p+/uhpnPZqvvrqXS6/fISs/fbsX872fb8C4OMVS8fEyY0uMwmMCKTfmIFotc2bIaHWaOncewSde9eMq6qilPSUA2SeOEJVeQnVleWYqyoorKoJYAS37Ue7fkF4+wURGBpDWEx7VOdpOcfx3Ey2pxwCwGmzULB3A/k7V+GwmjEEhOPbqS9uEW0xBkWiUoiPMUEQ6nJzc8NcVdHSwxAEQThjrlouIpacCIIgCI3KyUhh0c/vs33tfEZcMpj333uZkJAg2fv7+/mjVGpQq/QUlaSQfHgucQlX1FvdJDKhDT0v6dXoEhG5jG6eJCT2JyGx/1n35UqF5aWs3L8DAHNhDsfmfIrDXIVPhz4E9ByOxs2r7g5yk04KgvCfodNpsJirW3oYgiAIwnkgAhqCIAhnwGqu5of3Hmfn+j8JDArk449fZ+LEcShkVk/4W//+Q8k9GYgkSWTmbifp2EKUSg1xCXUrBrTr0Y5O/bs0u/8LidlqYfHuTdgcdiSngxMLZ6A2mIid8CBaD5+WHp4gCBeI/fuPEBAa1dLDEARBOGMOSYnDBbMrXNFHaycCGoJQD6fTSfK+zaQe2oGXbyDR7boTHBHX0sMSWpE9m5ewY90C3n33JSZOvBqdTndG/Ri8dNhNNW/FQW79sBjh+P75eIYm4BOYAECPfl1p2/Hi/vtzOJ0s3beVMnMVKKAi4yjWkvwmgxmyyqi6MgbUEn3JmYUic6aKrBKwMqujyurLheOSXfpUxgQml5Y+lVUm1nXHa4kSsHL0f6Pp0q4AG588t+VdrVYrq1Zt4JJr7z+nxxEEQTiXJBQ4XfClQ2pGHy+88AIvvvhinefatm3LkSNHAMjJyeHxxx9n+fLllJeX07ZtW5599lnGjx9/1uM8GyKgIQj1mP/9dJbO+hgAhUKBJEmERMbTtf/ltE3sT0RsR3R6YwuPUmhJSXs3065dW2655fqz6uffZVtDogdQlH2QpO0/0b7vLYy57kYiohuveHIx2JS8j8yi/NrHRQe2oPMOwBAY0YKjEgThQpOTk0dVVRURcZ1aeiiCIAgXnA4dOrBixYrax2r1qXDBTTfdRElJCfPnz8fPz4+ff/6ZCRMmsGPHDrp27doSw60ZY4sdWRBase4DR7N01scoFAr69OmBr68XkgRrF3zNwp/fQ6lUEhIZR3hsZyLjuxAZ1xmfgFDcPHxQKi/+qV1CTelQg4wqI00x/SugoVAoiO58FbtXvYPTnPqfCGYcOnmc/empANirK8nfvpLS1H2Ejbj+ol5iIwiC63l7e6FWq8nPOgHdBrX0cARBEM6Iq5eclJWV1Xlep9PVO7tYrVYTFFR/LrhNmzbx6aef0qtXLwCmTp3Ku+++y86dO0VAQxBam/CYDnwwL5mtK/9g++o5bNmygssvH8Gx1K0cOXKU3bsPsGvXPnbuOsDs1XOw2+0AuHv60LHXcLr0HUm7rgPR6vQtfCbCueLhHcC+AxvOup9/BzRslgrSD81Dq9Nz3d3PnXX/rV12SSHrDu9GkpwU7F5H3ualSJJEUL/ReLfr2dLDEwThAuPu7kbPnl3ZsW4BAy674bxVZxIEQWjNwsPD6zx+/vnneeGFF05rd/ToUUJCQtDr9fTt25fXXnuNiIia2bL9+vVj5syZjB49Gi8vL2bNmoXZbGbIkCHn4QwaJt7lBaEBGo2OAaMmMmDURH75+FmOHd+BRqOhU6f2dOrUnptumgBAdbWZw4eTyc7OZceOvfy5cAWfLf8No8mdQWNu4vKJD6DRisDGxaZNfGeWzvqYtLQMIiPDm96hAf9cclJelsWRgz+hVErc/9L3+AdHumKorVa5uYolezZjKS8mY+kvVGYcxTdxIAG9LkGjd2vp4QmCcIF6+OG7mDjxLn5493FueuRtMXNSEIQLjlNS4JSbgKmJfgAyMjLw8PCofb6+2Rm9e/fm22+/pW3btmRnZ/Piiy8ycOBADhw4gLu7O7NmzeK6667D19cXtVqN0Whkzpw5xMbGnvU4z4Z4hxcEGfyD23D0aCrffz8LSaqbMc9g0NOtW2dGj76E559/jO3blrBt21Juv+06Vs/9ig+enURFWXELjVw4V9p26YdSpWL16o1n1Y/JpMHpdJCRtoG9Oz7DJyCQp97/k7iOvVw00tbJ7nCwZM9mCtOSOfrjdCxFuUSNu5uQIVejNopghiAIZ+6SSwbzxRdvs33NXGZ/+VJLD0cQBKHZHChd9gPg4eFR56e+gMZll13GtddeS+fOnRk5ciSLFi2ipKSEWbNmAfDcc89RUlLCihUr2LFjB4888ggTJkxg//795/W1+TcR0BCEJtisZtq0TURncOPBB5/lttseorCwqNF94uKimTbtSRYs+IGi7GO88/h48rPTz9OILy7m6krKivOxWc0tPZQ6DCYPohO6snLl+kbbVVRUkpOTh8PhOG1bUVExs2fPZtvGd0hNWkjfSyfw2Ft/4BMQeq6G3SpIksTqgzvJLyshe908NO7exE1+HLeI+JYemiAIF4lx40bz8MN3sXnZr6fdiBAEQRCa5uXlRXx8PCkpKaSmpvLRRx/xzTffMHz4cLp06cLzzz9Pjx49+Pjjj1t0nGLJifCflp1+lKy0ZBL7jTxtna3T6WTj0l+Z9+0bVJaX1D4/d+4i5s5dxJQpN3Lffbc2utygZ8+uLF8+i/HX3MHbj13N3c9/Q5v4LufqdC4aZcX5rJo3gz0bF5KbeQKlUonT6cRgdMPT2w83T19CozswZvIjuHl4t9g4O/YawZ8/vs2SJasYMWJQbSZom83G8uVr+fKrn1i/bjMOhwMvLy+GDu1Pmzbh5OcXkJR0jJ079wAQmdCX6+9+mojY/0ZW/t0nkjmamwEKsFWW4RnfBbXRVLeR3FmWcq5T5JbMdGEJWDl9yb7EktGXK8ujyu7r9BjdGbUBUKiaPkmnRt7AJGXTfZ3vErCyy8TK6cuVJWBd+C1Q7rj6vt10edfNj7qmtGtCQhzm6ioqy4px82y4/LMgCEJr4+olJ2eioqKC1NRUbrzxRqqqqgBOW8KnUqlwOmV+cThHREBD+M9wOp0k79uMUqUiJCIeN08ftqz8nWW/fYqPfzDDrp5C94FjcPf0ITv9KL9+MpXUQzu54Ybx3HbbREwmI88880rtEoNfZi7g669/4sorL+OBB+4gMbFjvceNjo5kxfKZXD/xbt576jom3P0ifYZfg1Il8xvuf0xBTjrP3TawznN/v1FWV1Wg06ro26sDS5fORmcwcfWtT7XEMAEYftXtJO1ez8SJd6HT6TCZTChVKsrKyrBaLEQndOXau1/E2y+YtOS97NuzgXUbd+Ph7Y9PQDgT759Ax57D8PINbLFzON9OFGSzJeVA7WONuxe2itIWHJEgCBcji8XCRx99Q0hEHKYWDHwLgiCcCSdKnC5YTNGcPh577DHGjh1LZGQkWVlZPP/886hUKiZOnIiXlxexsbHcddddTJ8+HV9fX+bOncvy5cv5888/z3qcZ0MENIQLliRJlBXnY3L3Qq3RNtk+Ky2J95+5ofZxQEgkeVlpAHi6aZg34zVmfzGtdntsXAx//vkT/fvX5DL4+uuf6uRLmHD3NLLSkli++CfmzFnI+GvG8tWX79R7bF9fH+bP+54HH5zKD+89waKf36Nt4kASug6gbZd+eHj5ndFrcDFy9/JjyNibqSgrRqFQoDe6ozeYsFqqKczN4MD21cyduwhJklAqWzYopNZouW/adxxP2kP60f1YLFVITid6oztxHXsSHnMqyNW59wjG3vhoC4625RVXlrF8/7Y6zymUKiS7rYVGJAjCxWr27AXs3XuAp97/U5R/FgRBkOHkyZNMnDiRwsJC/P39GTBgAFu2bMHf3x+ARYsW8dRTTzF27FgqKiqIjY3lu+++4/LLL2/RcYuAhnDBsVrMbFj8M6vmfUVhbiYarY5OvYYz+aE3MRjdG9wvtE0CsR17kXJgG59++haHDiUBMGHClXTsmEBJSSmrVm3AYrFgMhkZOXJonYQ5t946EZ1Oy9df/8KePfv55s0Hare5e3iQ0LbxDL8Gg54vvpjOPffczMyZc1mzZgvfLJtZM7bIeLwDQvH0CcTLN4jI+M7EtO+B0c3zbF6qC5JOb+S6e6Y1uP2zaVPYu2UZAEPG3ny+htUglVpDbIeexHYQJUYbY7FZWbR3M1aHvXYFhbkol8rMVIIHumZ6uSAIwt9CQoIAqCgtbOGRCIIgNJ9DUuBwwZKT5vTx66+/Nro9Li6O33///WyH5HIioCG0KmlH92Ny98QvKIKy4nwO716Pu6cvHj4BSE4nh3evZ/XcrykvLeSaa6/g8suGkZ6eyZtvfcLH/3czD772CxrN6Vl7ARQKBW0796M07zjXX3/Vadu9vDwZN250g2NTKpVMnnwtkydfi8ViYc+eg5SVlaNQKOjXrydGo0HWOXbt2omuXWtyJWRn57Ju3Ra2b99NVnYu2dmHOLJzBQt/LkCpVBIW3Z64Tn3od+l1hETGU1KQg1Kt/k/P6Kgor6kY8+CrP+HpE9DCoxHkcEoSyw5so6SqovY5yeng5NJf0Hr44tOpbwuOThCEi9GQIf3p1KkDq+d/Q4ceQ1p6OIIgCM3SGnJoXChEQENoFWxWM/O+fZOVc79GoVTy6ndbmPfdm2xZMbtOO7VazYQJV/LYY/cQFRVZ+3zfvj24fPQkXv/faO6b9l29VSKcTidHdq8nLjbqrMer0+no3bvbWfcTHBzIddddyXXXXVn7nCRJHD+ezsaN29i4cRsrV81j5Zyv8PEPpig/G73BxEOv/UpkfOezPr4rSJJERuoB9m9bRdaJJKoqSvD2D6Hn4CuJ79K3TrJVh8PO4V3rSD20E5+AUILCYohK6CprydDfJv3vVZwOJ6FRCefidIRzYHPKftILc+s8l79jNdW5GURP+B/KZvz+BUEQ5FAoFDz00BRuv/0h/vj6Va685YnTkn8LgiAIFz7xzi60KHN1JVtX/s7qeV9TnJ8NgOR0sm31HLasmM2zzz7EhAlXkZeXj93uoFOndphMxtP66d69C8uXzWT8+DtY/vvnpy1ZqK4qZ+GP75J6eCfvzv/hvJzbmVIoFERHRxIdHcmNN16L1Wpl7tzF7NlzgB49Evnk0+/47KU7eOW7LadlGj7fDu1ax4Lv3+JE8j7c3N3p1rUTEW082btvOx8s/w1PH3/adxtCaFQC5SWFbF31OyWFufj5+VFUVITT6cTk7kmn3pfQtf9ltOs6AI1W3+gxg0VpzwtKUnYae9KP1qnU4bBayNuyFL9ugzGGtKm/2ofMGwpylsa7spqI7BsdLqyY4sq+XFqZRM7bj1PmwJxN/5YUcvtSyviNy61yIuMPTFY1EbnHk9OXKyumuHBcsv+ez6Nx40aTm5vHs8++RvLejdzwwOv/mWpSgiBc2CRJiVPum3QT/VzsREBDcJns9KOkp+ynvKSQuE59iIxr/EvDnk1L+PH9J6muLGP06Et44IG3mDDhTgweASz4fjqTJ1/Lo4/ei0KhICIilJ0797Jw4XIuvXQIXl6n55bo3LkDBqPhtAvi9JT9fDh1MlZLNc899ygDB/Zx6Xmfa1qtlgkTrmTChJpZHGlpJ5n+9uctmuTMZrPwx1evsGbBd/To2ZU3Z33FkCH90Gg0QM2sjT17DjB79gI2btrBnxsWoNPruPaasUyefA2dO7fHZrNx+PBRFi5czpy5S/h0xWwMRjc69hpOtwGX0777ELS6+oMbRXmZpKfsp+ivIJiXbyBefkH4BYbj4e1/3l4HoXG5pUWsPrKrznNOm5WifZuRHA5MYY3nnREEQThb99xzKz17duWOOx5l+mPjeee3A82aFSgIgiC0biKgIbhEysHtvP/0ROx2GxqtFpvVSlyHnoy7Yypt2iae1n7H2gV8/cb9jB07kpdffpqIiFA++OBLyssrKC0to2/fHrzzzou1F+379x9i1KjrsdvtRESEs3btnNOCGllZOWSkZ3DpxLqBlCN7NmIxV7F71wpCQ4PP2WtwLkiSRF5eAVlZOSQnH2PevCWsWLmOmPY9zmlAw2G3kXZ0H4V5mVjNVVgt1VjN1VjMVVRXlrFn42Iqyot5660XuP32G04bi0KhqJMrxOGoueWr+kepWq1WS5cuHejSpQPPPPMQR44cZf78Jcybt4zPX56H3mCkffehxHToiZuHF2XFBWSeOELqga3k52TU9PFX0larxVLbb2ibePqPuoEhY28Rme1bUKWlmsX7N+P4R21yS1Ee6fO/xVKYi94/BH1AWAuOUBCE/4oePRKxWK0YTB4tXh1LEARBDgcKHC6Y+uaKPlo7EdAQzlpVRSlfvno3vXp15ddfP0ev1/HYYy/w/fez2LVhUb0BDUmquch59dVnCQsLxmKx8OGH39C+xxD2bVmOw+Hgm29+pl27eBITO5KTk4/dbueBl3/kq9fvZfr0T3j55afr9Ll69QYAotvVzW0R1bYrNquVvXsPXhABjaysHBYvXsmGDdvYsGEbBQUFtds8fQLoNnAsV978uEuPKUkSORkpHNmzgSO7N3B0/xaq/5HAUafTYTQaMRgMGE0GrrpiGPfccwvx8TGy+v9nIKMhCQlxJCTE8cQT/yMl5Tjz5y9lwZ/LmfftCqwWCyaTiaioSMZfNYx+/XrSs2dXAgNrZmMUF5eQnZ1HUlIKixevZNZnL7BlxWyuvu0ZEhL7n9mLIpwxu8PB4n1bqLSYa58rO7qPk0t+QW3yJPbGx9H7BbXgCAVB+K+ZdMPVvP32p3w7/SFue/LDlh6OIAhCo5ySaxJ6yljRecFTSJLk0tP8bHG6K7sTWjmLuYpfPnqW/VuWsHDhT6xYsY7pb3+CxVxzx/yd3/aj1mhJPbSDQzvXMeyq2/HyDaSyvJSnJvfgkhGD+PLLtyksLKZLlyGMGH8nfkER/Prx1NpjmEwmXn75KR5//EWuvn0q+VnHObprBQcOrKkzlhMn0unffyw6ozt9RkygY8+htIlPRKFU8skLt3Jk93puvPFaHnroTiIiWtedYYfDwYIFy/jhx9msWb0BhUJJVNsuxHTsQ5v4LvgEhJCecoCfPngKAJO7J90HXcGAUdcTHtPxjI5ZWpRH0t6NHN69geS9GyjKz0Gj0dCrVzeGDu3PkCH9iI+PwWg0yApInCsOhwOz2VJv7pSGrFy5nremf8LWLTvod+kExt0+FZP7f68EbkuQJIlVh3dyJDut5rHTQe6GxRRsX4VHXGdCR16PStN4nhQAhcxPJoWz6Tayk2jIyaEhdynqec7H4cpcCE6Zs/GdmqbbOOT2pW36lyRp5P0i5fxNKC3yXnw57VRWOf3IOpysvpwyb0XJ+f1IMvs63zk0tjx4bko5f/HFDzz55DRenrEB38Dwc3IMQRBav7svi2jpITSorKwMT09Pbl0zAa3b2S+Ps1ZYmTFkFqWlpXh4eLhghK2PCGgIzVZSkMO21XM5vHsd6Uf3YbNZmDxpPDNm/HJaW53BiN1qxeGwo1KpCAyN5uE3f8PNw5t9W1cw460HiI2OZN68b3n99Q/58ssfUCgUGE0mvDw9yczMPK3PWx57l2+nP8zvv3/DsGED62w7diyNd975jIULV1BSUkJETAee/nARdpuVlXO/ZuUfX1BdWcZrr03ljjsmnbPXqDk2bdrOU0+9wv79B4lp350+I66l+8DRGEx133TefXICPiYnL774OEuWrOKnn/8gLzeP8Oh2xHfuh39oFA6bDZvNgt1mxf7Xvzbr349rfmw2C0W5GZw8fgSA9u0TGDasP4MH96Nv3x7NChy0Zk6nk+++m8n/Pf8WKo2eu6Z+SVRC15Ye1kVvb/pRNhzdB4C9qpyMhT9SmZFC0MAx+PYYUrMMSMYFpwhoNLMvEdCoJQIaf7UTAY06JEli4g13s2nzHl77YRsqtYwXSBCEi9KFENC4efX1LgtofDf0VxHQaA4R0Gi9yksLyTqRhFqjJSKuExqNrsG2ZSUFlBXlERLZFqVKhcVcxZ5NS9i66g+O7N6AVqtl6ND+dO/ehWuvHUtpaRmDB19Fnz49uOmma7n00iEkJx9j48at+Ph407NnIlqtlj59LiOx30gUCiXHDu9g3O1T+eG9x3nl5SeZMuVG1q7dxLFjaVx++QiCggJITk7lhx9+46OPvq4d20vfrOfnD56iqjiDLVsWodeffh4Oh4O33vqYt6Z/wlu/7MboVnN33mKuYt63b7J6/gweeeQepk59uEXyLJSXV7Bq1XpmzVrAokXLiWrbhfFT/o+Y9j3qbS9JEo9d15nHHrmThx++C6vNQVm5mWXL17Jg/mJ279pLfl4eao0GtVqDWq1GpdagVGlQKlUolWoUSjUKSQkKFWqNG+5eMfQf0Jv/3TWA8NCL8w0OIDs7l5tvfoBDh1OZ9s362r8FwfUyCnNZsGcDlpJCig9tp3jfZiRJInz0jbhFxJ1qKAIaNX2JgMY/jikCGnL7EgGNM7Nx41bGjJnMXVM/J7HfKJf3LwjCheNCCGjcuHqiywIaPwz95aIOaIgcGv8RuSeP8c6T11JWXJOPQavTE92uG3Ed+xDfpR/efsHkZ6dxaOda9m9dTs7JYwDcP+07Du9ez8YlP2OurqJfv1588MErjB07Ck9P9zrHKC4+Wudx374+9O176gJ9z54DNf9uWlr7nNVSjd1mxd3dDYVCwZAh/Rky5FTOg/j4GF566Skefvgunn32NWbNmkdpUR4T7pnGtLtH8Ntv87nxxmtPO1+VSsVNN03gww+/Zuanz3Pzo++gVCrR6Y1MuPsFfAJCeOedV8jKzuGD91+prc5xrlRXm5kzZyG7dh9g//4kdu/ag81mIzA8ltG3PkfbbsOxOhzsO3gEq82GzWbDarNjs9lwVFqpKCumqqKMeesLWX10AXb7P76xm0YQPXAEcdamv8WrLHUvCJKPmnnoyZVcdkk0149vh5sL3jhbm+DgQJ555gGuvvoWqipKRUDjHCmuLGfmH1+QvX0VVSePodTq8IjvQmC/UWjcveo2dmUMUU5fLgxoyOXKOwUuWELbLLKCRCDrJOX2JatUrNxypa2x9KnsMrEuOp7MY8p+HeT05cK/014fLZDVbtv98gMf7u5uAORlnjiTIQmCIAitlAho/AdIksSP7z+On487SxZ+j8ViYdOm7axbv4U1879iwY/v1Lb18/enTWQoOSdBrdGyZOaHnEjeyyMP38WkSePPKvdETEybOo+j23Vn4U/v0rt3D6677qpG9/Xx8eajj14jKfkYP33wJE9/sJCAkCj+/HNZvQENgJCQIN59dxr33PMEJQXZXDbxfyQkDgBgxLg78fAO4Pt3HmXb1t3MnPkFsbFRDR7fanNQZbZTabZRZbFTWW2nymKj0myn6q+fSrPtr/+2UWmxU/nXc+lHD7F74bdYKkvQe/ij9w4isNvleIV3wKj3Jd8G+Vt3NnhslUWivPCvfARqr7rBDBdwOCT+XJLK2g0Z3DChPZcOa4NKdXHVrC4tLQMQwYxzpKSkkDenTqbk2CGMYTGEXT4Jj9hOKEVpREEQWonOnTvwwANT+OCD17BYqhg7+ZGWHpIgCEKDHJIChwsixa7oo7UTAY3/gIM71pBycAe//fY17drVTPtOTOzIvffeisPhYP/+wxQUFBEeHkJcXDRTpjzCjh170BtMFOccZ/687+vMtDhT7u5u9OrVnW3bdqLVajl2eCe9e/fg22/fR6ls+gJapVLx0Yev0r//aF65/3JyM49xxdNTGt3nqqvHoNEamT79I95/ZhJ9R05iyNX3YbPZ8QjuyKibnmfhjOeY/vkSojr1qglMVNcEJar+EaywOU4FEeRM95UUNYGk/EMbyNg2H/egaGJH3oXe079uQznTi512clI3gUKJ3uTb9A5nqLzCyuff7GHJ8mPccWNnOnUKOGfHOt9KS8tRKBToje5NNxaaRZIkvvn6ZUozUoi46nY8Yjq09JAEQRDq9eKLT+Du7sYrr7xL94FjCImMb+khCYIg1MspKXHKnpLXeD8XOxHQuMjlZZ1g7jev0qtXd4YPH3jadpVKRWJi3SoZwcE15RQ7to/l88/fIiIi1GXjWbr0V6DmIshms6HVNu8OblhYTdnV3JOpPPLIPUyadE297fIKq/jsl31s3ZMDgHvHWwmons2uDYuRvE8lhrSZ7QDsOpTPccvpCUjPlNNuI33TbApTdhDYcTChPUajUDa/Uoi5vICjq77GXFFITI9rZVWHOFtpGWW88PxaevcO5aabOxMU5HbOj3mulZaWYTC5ywqcCc2z5dhBjm1ehnfHXiKYIQhCq3fPPbfwyivvknZ0nwhoCIIgXAREQOMiVlacz+sPjsHby50333xTdvLLF198nJtuupa4uOhzljBToVA0O5gBsHr1htr/fuyxe0/b7nA4mb/yGD/OO4zZcmpRtkKhQKnSIEl1l2uk712IUq3F5OO68m12SxXJy76gujibNoNvwDem+xn143TYSVn3PU6ng04jHsTkFeKyMcqxdWsmO3dmM/aKeMaPT8BguHAzwp88mYXp33kchLN2NO8kWw5tx1FVgUlcGAiCcAEwmYxERIRzImk3fUfUf1NEEAShpTlR4HTBchGnSxOXtU7iduVFLPP4Eaory/lt1pd06SL/zqlKpSI+PqZFqn80ZcOGbQDMmfMtBkPd2Qr/z955h0dRfm343p7ee0JCQgKB0Am9N+ldOvaGBcHP3lF/CvaKIFgAFREVpShFpEmV3muA9N7rZndnvj+CgZg2wKbBe19XrmR33z3vmc3s7swz5z3PuUuZPPHmNr5ccbyMmFGYl0bqxX2kXtqPW6PWV+7PTib14n48AtthsHe1Sn4Wk5Fzfy7CmJtOs2GPXbeYAZBybheFWYk063pnrYsZ/2I2S/y68jSPPbqezZsvIUlWNUWqFfLzC/jpp7W07jywrlO5qUjNzeKvU/spuNxA2OB+8yxREggENzfjxg1j/9ZVGIsK6joVgUAgqBAZVYmocYM/shA0BA2ZRqElS0kOHz5Wx5lYjyeffJj1638s44RSUGjiix+O8n9vbiMqJrv0fmNhNqd3L+HQhreJ2vsjDu5BBLQYUPq4Rm+Lwd6NlAt7ObbhQySz6Ybzi9nzK4WZyYQNehB7j+uv+pBlmeTTO3ALaoO9q/WW/FwvWVlFzPtsH889+xenT6XVdTrXxCuvvE1BYRF9Rt5d16ncNBQUF/H7sV0YiwpI2bEO+6CmGNyEoCEQCBoGd989iWJjIYveepgD29ciSdZtti0QCASC2kMsObmJcXBypWnrLixfvoopU8bVdTpWwcfHCx+fKydOuw4msOCHY6RnFQEqUIHJmE9azEFiT25EpdERGjkR58AW6Az2ZWLp7ZxoO/xZMuNPcnbHErKTzuLSqPpKloqqv8xF+SQf30b6+X0E9ZiIg3sjZZaGlYwpyknFmJeOX0S/SscojVUGWWGwSoZFnc/kxRe20KNnI+64oxUenvYVD6wnHDx4lK+/Xsbou5/F3btEYJJluV5WHzUULJLEHyf2kFtcSNLmXzHlZdNo7H0l7wuFL6uSfVVxLZCCOZX+uxVVdirddWo5luKqVCXjrGi1qlJ42USlqT4xWWFesqb6vUdpjzRrWcBa0yZWsQWsktwVxlLSDLsuLgJGflG9vev+h8pbuwYG+vPxx//j00+/5su5jzJh+mz6jrynJlIUCASC60KSrbTkRLicCBoa6clxfPX2o0gWC3c9+SEd+4zm+0+e49KlGBo3Dqzr9KxGSnoBC787wu7jKQBIxFYEEgABAABJREFUkoWspNOkRO8nM+EkIOPRqB2N24xEZ7BHqqT9g0qtQX95ucn1NO38l7yUiyQd/Qt7r8a4h0ZSlJ1KYVYSxpw01FodNs5eOHiHoNZU/ZaTJQtxRzeScOIvtAY7bF18rzunmmTH37Hs/zuW0bc3Z+S4cAw29fOjxN/fF08vT35b/Da/L/sIi6WkCaybhw/BzSPpOXQaYS071XGWDYvt5w6TmJ1O3oVTZB37B9/BE8VyE4FA0OCYMmUcU6aM4/77n+DPn+fTpf84bO2d6jotgUAgEFwj9fMsRHBdFBcVsvB/D1KYk0xxcTGbf/uKjJQS547MzGwaN67b/KyBxSKxZtMFvl95sqRPhk5NYV4ah9bPLTPO3sWfwtwU4k5twqtxR2w9K+5BUZibStSeH9Dbu+LkG1bl3LJkoSgnFa2TCxq9DfmpMeQknMO3TX/ky70ljDlpHPr2eeTLJ85qrQHZYkKWJdQ6A87+zXBuFIGtizdaGwcMajskczGmonyMeWkknNhCXnoMAW0G49u8N2qNDoz1s29FsdHCiu+P89fGC9xxbxu69Qqsd5UP3t6ebNn8C7t27SMzMwuNRoMsQ3R0LBv/3M4Hz4xnxB1PMnTy43WdaoNBc9kpJv3A39j6BeHSSghCAoGg4TJ79jOs7zKElV+9xdTH51b/BIFAIKgFhG2rcoSg0cCRZZkLpw6QnZHCro0/kppwgY0bV/D225+wY/dmstKT+eCD12nXrlVdp3rDnLuYyWeLD3EhOrvM/ebiK029dDaO6G2dMdi6oNHqSbqwm9yMGFoOmoHFbCQ76Tw5KVEU5aRQmJOMMT8Tva0zzfs9VGGFhixZMOZlYuPkgdmYz/HV79JkwD24BLakMDOJzAuH8Azvir1nI7xb9UG2WNA7umHn4oOtiw9aW0cACjMTyYo5QXbsSS79/UOl22jn4kuLAQ/j6BVipVet5klPLeCjt3ezbs057nmoPU3C3Oo6pTL4+/syfvzIcve/9tozvPjiWyxc9BGDxj+MRttwXVxqEsliISczFRePEjvnHqFtyCkq4HxmGo5NW9U7EUsgEAiuhYAAX1577Wmeemo2QU3b0GPw5LpOSSAQCMSSk2tACBoNnB3rf2DZp88D4OXtxZdffkjLluEMHNiHtWv/xN3dnTFjhtZxljdGQaGJ71ae4vdNUVRksuHoFkjHEa+h0RlQq6/s0jmpF0iNOYh3cCeK8tI5s+1rCnOS0du7Yu/ih1uj1jh6NMbZJwyNzoaKloPH7FtFVtxJWo15Hq3BgfBBj2K4fGLn0bQTHk0vX5022BHQ8co63f/2CLBz88POzQ+/tgMxFeVRnJeFuSgPKT8ftVaPzsYBnY0jBgf3BnuCeOZkGs/P2kifAcFMvqs1rm62dZ1SlajVary9PbGxsRNiRhVs+OlzVi99jz4j7mLC9NdQq1QMatGJTbKESnP9y7QEAoGgvnDvvVM4ceIMS+e9RGjLTvgENKnrlAQCgUCgECFo1DM2r/qGrau+wt2nEf1G309Ehz6orzppkGWZ+IunSEm4hJd/cKmYce7cHlxdXdBcHnvnnRPo1asLTk6OuLg418m2WIPdBxL44rsjpGcWVTnu34afsiyTlxFNYtQu0mIOoVZrSY05SNSBn9DobGg1aBb2bgGK5/drPRC34HaoL1dvOHqHKGuOVlWuNg7obBwA0BTfWKz6hizDlj8vsmdHLGMnRTBsdFN0uvp50itJEj8sX0WTiI51nUq9Yt/WVaxb/gmF+Tlo1BrSUxMB2LpmCQ7O7gybMhOdRktAo1AyUuJEk1WBQNDgUalUvPXWi6xZu4nta79lwvTZdZ2SQCC4xfnXdtUacW52hKBRjzh18G9++mI2AI38Pfh89r04ubjTffAUhk99ArVGwzfvzGDftrJdvdu2bYWHh3u5eA25CWhqWgFffH+EvYeSFI23mItJiz1EUtQu8rPiS3pPICNJZkxFOYR2m4qzdyg6G8fqY5mMRG3/lqDO4zA4uKKzrf45grIUFpr5/psjbFofxV33tiGyW0C9O+ldu3YjZ8+c4+n3367rVOoNZ47s4ut3HmfIkAG0axdBcbEJX19vJk0aw2effcmcOR9g5+BE35H30HfE3Xw55xHczh3B0LRtXacuqCVkWUY2m1Dr9HWdikBgVWxsDEybOpb5C5bSrsdQ0TBaIBDUKWLJiXKEoFFPuHD6IJ+8NA2Azz6bw4QJozhw4Ci//baORYvmYbGYGXPPc5w8sB2AnTt/5+zZKE6dOsuTTz5cl6lbFYtFYu3GCyz75SQFFqlav0VZBQU5yZzZ+Q1Feek4eYbg4B5EQVYCWr0djSIG4RXSBQwlVQJVtte8PJVKq8XG2ZPEE5tp3KUCu1sr2h4qslG9QavVq1FqAatkTpWCMSkJubz99i5atfHm7vvaEtTYRWECNc977y0gvG03Qpp3qOtU6g27//yJkCbBfP/95+UEqKeffoycnHzmzZuNnb0znfuP5eie0Zz461eCQyOQNDrrWpoq3VetaY+qAGu26FV6jGFNO9kbjZWxdwup29bh0q4r7t0HoHV0Iu/cCZL++BmNnT02PgE4NI3AtlEwWjsH5bbTCj4zlYxRPE6tMDEl1qcKxNratolVOk7xPqgkf4WvqVWPra18nD5r1oNs2LCVD54ZT8c+o7j9gZdxcvW07iQCgUAgsCpC0KgnFORmAbB8+UIGDeoLQJcuHQgJCSI2Np7dm1cy+u5nue+5eSz54AlGjbqLzz+fy/PPz6zDrK3LuQuZfP71VU0/tdUfqWQmnOTc3u/R2zrjH96X1OgDmIx5+Ib1xD+8P1p9SR8HpfoCgFqtIbDjKCzFVS9zESjn2JFknp61kYGDmzBxSkucnAx1mo8sy0RFXaSgoIC3Zw3HzasRzdv3olWn/ji73boWpAmXTnJb324VVtOoVCreeONZUtPSWfHFq7TuOpBhU2axb+sq2hfHsN9WrDm/2ZGKjaTv3oLBy4/sY/vJOrwXu8Zh5J8/CYDBx5/C+Giyj/wDgFpvQKXXo9brUen0qPUG1Dp96X2lf+v0YFvyW63Xo9IbLv/Wlxkv2+sux9KhUpc/w5YlCXNWFsb0ZEzJKVd+kpKR8vOxj2yPQ9dO2IaF1urrJmg4ODs7sWPHapYv/5UXX5rL6w9tZcx9L9B90KS6Tk0gENxiiAoN5QhBo57g6OKJWqPhzrtm0KJFMwx6PVEXoklLTQXA1cMHSbLQvH1PXvhsPd9++CQTJtzPXXdN5KWXnqhwyUlDoaDQxPc/n+KPPytu+lkRJmMesWf+IuHCDgBkWSL+9GbcA9oQ2HooNvbX/3pkxZ0iK/YEjbveft0xBOWRJJkNf5xnx7ZoJkxpyaAhoWi1dWMlpVKp+O67eezZc4Dk5FROnTrPD5+9wDJZplPfMYy440ncvZX3WrlZyM3KwMur8veOSqXi2WceY8WPv3H++D+06tSf3sPvZNn8hTz8v/+xOU00V72ZyT5xEEthPo3vmYXGYEvm4d0URJ/HLrgpDmEtcI3sjkqtoTgjlaLkBMzZmVikYqTiYmRTyW/JVIxcXIw5J7v0b8l05X7ZZFKUi0qnuyKW6PWgUmFOT6/y+fn7D1J04SKNZr9orZdEcBOiVquZMmUcgwb15aWX5/Ldx8/i7OZFy4796jo1gUBwCyEEDeUIQaOeEBTWijcX72b3nytIT47DVGykY/+uBIQ0JyAkAg+fQNSXr0g5uXjwyOzFbFu7lJ++fY+Vv65j8qRRdOvWkW7dOuHp2XDEjd37E1i0tPqmn//l/JGVpCccK72ts3EktOMkHD0a33BOKpWaouxkJIsZtUa8RaxNfr6JbxYd4s/1Udx1b1vadfCtkzz69u1B3749Sm+np2ewcuUfvPvu57z20O+Mf2g2PYdMqZPc6gJJksjJTsfdvWrbXVfXkibDpssVTOPuf4nEmHN8O2cO4198nV0p5hrPVVA36F1KvlsKoqNwadMJ9+79ce/ev/w4N0/0biVl+pLCVhvSZS1MliRkk6lUBDFnZ1MUG01RbAzG+BhUWi22TZui8/AoGVNcIpQgSWg7dULv5UVhzEWyN/5VdgKNBiwW9N63bgWW4Npwd3fj83lvc/DAUfb8tVIIGgKBQFBPEWdr9QgXd2+GTJpR6eOpiTH8+vVbJMWcpW33ofQfcz8deg1n2acvsHDhtyxc+C0AiYnHsbGp25L+6khNK2Dht0f456Cypp//xcUzFMlixs7NH/eAVti7+N9wTsbcdAoyE3ANbIWzf7MbjieomrjYHN58bTvtI325+/52+PnVbfNVd3c3HnhgGpMnj+HVV9/h60+fJzkuinH3v1TvGprWFGqVGoul6gVaOTm5ANjaOQGg1el54IUFvP/0WP78/H26PvwsR1PFcq2bEfvgptgFhZF75igubWqoYaIsk3/qOLmHD1KclIg5O6vkfrUanacnltxccnbtwrFzZ+wiIjD4+6Nxcip9j8qyjMViLB/XUmLMrfUU/RAEylGpVBQWFRPoWTfCu0AguHURFRrKEYJGA+L4vr84tHMdXbtG8tevC1n/42dodXpMxUbUajURLcN5fMb99VrMuLrpZ5HRct1xfIO74RvcDYvOem/StKj9JJ/6G5dGEahUdbMU4lbk4P5EDp1MZeiQUCbc3hx7+7p1T3BwsOf9918jNLQxL7zwFiHNO9C+x9A6zak2UKvVuHv5ERsbX+U4g8GASqUiNuoEzdv3BMDe0ZmHX/2Gt2cOJ3vbKpr0vp2o1NzaSFtQy9gFNSHjn201Ersw+hKpv66gODkJm+AmOLRtj8HHF72PL3oPL2Q7DbLFQvaOHWRv2ULunj0AaBwdS0QNtZri1FTkohJBTWUwoPf1Qefni97PB7vWrdA2YBtzQd1gMOiRLdd/vCIQCASCmkUIGg2IHkOmsHP9MrJz8ti5Yw379h0iJyeXRo386dSpXb3vo3E+KpP5Cw9yPiGnrlOpEL/WA/GJ6CPEjDrAYpFZs/Yc27bHMGVSBP37BaPR1K2i/PDD9/DHH5vZ/NuXtOs+5Jao0nDzDuTSpdgqx/j4eHH/A9NYtHAOmWkJDJv6BA5OrmRnJCNJFoqNRj6c2JkHF+8gLU9Uatxs6JxdkYoKkcwmVHrr9UzJ2LqJjI3r0NjbE/Dw49gENi43RkZGpdHg0rs3zr16Yc7MpDg+HmN8PFJ+PrLZjH3r1mgDvNH7+qJxdbkl3reCmsXVxZnE2PNIklS69FcgEAhqGhmQrGDlZE13tvqKEDQaEDqdgbuf/oQPnr6d555/kx+WzUenKzmglGWZTz5ZxJEjJ3BwsCciohnjxg2vdj18bVBQYGLZihP8saGk6aesV3ZAYE2rwursX3NTL2KSjTj7h1f7xldi0adWaLWqxNJQse2hknFWjGUxKPMOlBSMky7vE5nFZuYtPcIfWy9x37RWtGpet+XhM2c+wPjx97Hii9mMmPZ/2Dnc3Fd3vfyDOXDwT4qLi9HrK6+UeXvuy4QEB/K//33Ero0/4ubpS1LcRdq1b8O8eXPwcrLlnYmdeOS7nRQWV3BlU8H7VvF5qBLn42u0k825eJKCuAsYPHxwadYOlVpTbozSWDc8Rim1FEutL6kAlExGNAoEDVUVF7YlYxHm/Dx0ru5odAa0jk6Yc7JJ+HohdqHNcIhojUNEa1QaTblYKlTond3QO7vh0KJV2bj/7royle4fskahxaiSjzklVqtKz4OtGMuaFrBKLFklpUeUtbzft1+yWlGog3eNrPD+IUP68frr73Hg77V07F3xGIFAILA2YsmJcoTU3MAICG7OAy8sYOuWnQwffgenTp0DYPPmHbz66jscPpXI9j2nePHFuYwbdx9mc9026NvzTzwznvqTteuVO5jUBSnn9pB4dHNdpyG4zMWYbF56awdzP9lLckp+neUxYEAv5sx5kd0bfuDle3uwedU3yArFqoZIr2F3kJSYxLff/lTlOJVKxfTpd3Po0F+88vITjBnRm08/fYs/N/6Il5cHAE29nfnf6Eg0DewKeU7UCaJ/+5KMY7uJW7+MhM2/1HVK9QpjSiIqjQaNrd11xyhKTuDSwg84N/cFLn76FtELP8DgF0Djp18h8NEncWjZhrwTR0ha8S2xiz61YvYCwbUzceIoAIqLCuo4E4FAIBBUhEq28tH5gnUx1gwnqIRzx/byw2fPk5oYTePgIM6fiwJg+suLsHNwJjMtgW/encWAAb1ZsOCdWq/USE0rYNE3h/nnQGK5xySFFRqStvoTIUlhD43qxllMRmRbnaLlJkry0piUva00xdWP0xitF0ttrLrh45U5q18vrFTwvZYKjYrQ6dSMGhLK7SOaYWtTN0VlSUkpvPvuPL7+ehldB4xn2qx3btrS48XvzuLSqV0cOrgJW1ubG463+nA0b687WuY+lYLdUMkYsG5lkmQ2cubrt7D1CSRo5L2kH9pO4vbVNL3rOQyuJdVC11rtUWVaSq+0K5mzgliZR/aQf/EMfsMmo9bpK4xVEHsBY2oi5vxckEFtY4PaYIPGUPK79G+9noK4SySuXY5Lm874DB6nKK//VgBk7d9Fyvpf0bl74datL2q9noydmymKj0Hr7IpKq8GUnlYimjg54zlkJA4tWgMg6ZX9I5U4qyit0FAXK/i8L1JQtVesaDo0FfQz/S+SwpU+SsYpraqQtQ23QkMplVVoAIwddy/nLqbywmfrxTImgeAmYPqQwLpOoVJycnJwdnamz9qH0drfeF9Ec76RrcPnk52djZOTkxUyrH+IJScNlLBWnXn+s3XsWLeM9OQ40Ltz/sQ/LHjjgTLjNm3axuuvf8DHH/+vVvKyWCR+Xx/FshUnbqjpZ20iyzIqjRZE74x6ickk8fPqs/y1PYY7JkfQt0sj1OraPaD08fHi/fdfo0uXDjz00FO4evoy4o4nazWH2mLo1Fm8/tAannzyVT77bM4NCzcj2waRkFXAt7vPl7lfliTMhXkgyyBJqLQ6tHYONzTXjZJ15hDmwjz8+oxBpVLh1qor6Yd3ELdxOcFjH0Stu7YDC1mSUNWB8GUpKiBxw8/knDoMgK1fY9w79S43Ln3PZlK2rAWVGq29A6hUSMYipOLKz6rtgkLx6jf8uvLKv3iO5N9/wSWyK56DRqHWlpxxOzSLIDfqJEUxl5AlCZvAIOzDwlEbblxQEwiswZP/N53hw6dy/J/NtOpc3qpYIBAIrI1YcqIcIWg0YHQ6A31H3gPAqiXvkJZwlnV/LEOtVpOUlEJSUgrOzk5069axVvI5H5XJ54sOcuFSVq3MZy0yY48RfXA1zYc9js7u5lQubwYys4r48KuD/L75Ig9ObkV4k9rvDzN+/EjOn7/IBx/Mp/ugSeRkprJ1zRJcPf3wDQwlvG0PnFwbti2kl19j7njiXZa8/3/Y29vxzjuv3PAVyQd7h5OYVcCfx2PJOX2YnDNHyI89j2Qs2zRU7+KOU3h7vLoPRmXVy7jKKM7JRK23QXe5V4papydg0GQu/bqQs0vfwa1VVxyCm2Pj6Vfla5J99gjxG5YjmYy0eHxuaXVEbRH321LyL50tvZ28eRWpOzeitXdE6+CIxt4RZJnc00dw7zYAz16Dy1SnyUhIxUak4iIkoxGLsRDJWITezQu96/U1n7YU5JP06/fYBYfiNXRsmflUag0OLVqV64UhENQXunXrSMeO7dnw0zxaduonqjQEAoGgHiEEjXrOyYPb2fTLF/gENmXYlFnYO15pSmgqLiIrPZmigjw0Wj15efls2LCFKVPG0bRpk1rLsaDAxLIfT7BufRSWBvgd7+ARhHtQO7S2jnWdikABZy9m8tRb2+nbJYC7bo/Aw9W2Vud/5JF7eOedz9iy+ht2b1yBm5sjl06aWJ+UjN5gQ58RdzNw3EM4ONd9Q97rpXO/sZiKjXz5yXOo1Wr+97/nShsQXxeyTKOMM1z68iMKszOx8w/GvUNvbLz8S05s1Soko5H8mLOk7fkTg5snruGR1tsghTiHtSZ175/kXDyBc2jJMgd7/xBCp/wfKXs3kvrPJpJ3/oHWzhGHoGY4NG6GQ1Cz0soSyVRM0rbVZBzdVRpTpa3dr9nCpLhSMUOl0SJbSvooeXTph7kgD3N+Lub8XCwFeXj1HY57l37lYqjUajQ2tmhsrPfeSvlzNZLZjM/oycJJStDgUKlUPPnkdCZNepBzx/fStFWXuk5JIBDc5IgKDeUIQaOekpOVxqZfFvLnL1/Qvn0b/vlrBbv//BE3D1/UGg3ZGSnkZmeWe97s2e8ye/a7aDQagoODeOutFxg4sHypsbXY8088X359hPSMwpI7Gsh7RpZlUi/8g1tAK/R2zgS2G9YgxZhbmS174th1MJHxQ5syZlAoBr3Sdv03hrOzE82bN2PTykUAPPfswzzyyD1kZGSyYMESFixYyt9/fMed//cBbbsNqpWcaoIegydjMZv48ovZ/LPvMIsWvkdoaPA1x4mOjuWBB55i376DtO89EkvztpgdXCoc6xzeFqnYSNLmX3HwD0XnWPG4msLW0x9b3yDS9m/FqUmr0quwBjcvGg2ZhmQ2k594kbxLp8mLPkPWqf2AChsPHzS29hQmxyJbLPgNuJ3cCyeRLRbFJ++yJAFyWUeV6yB+9bcA2DUKIWDM3RRnpmHjHYD6srBSF8c1RUnx5Bzej9fQseicXGo/AYHACtx2Wx9atAhnw4/zhKAhEAhqHFlWIVvhS9saMeo7oiloPSIp9jwL//cgqYkxmM0m9AYDLzz/OI8//gApKWl8++1PZGZmUVxswsfHC39/H/z8fLCxseHgwSPs2XOQVavWlYn50EN3Mnfuy1bPNTW1gC+/PsS+/WWbfkpaBU019QobeSpovmm5zlimolyOrn6HRu2G4RVWcmCiuNGaRkGTOAUNOpWOU9wUVEHDT02xsk6LKkv1cyq2bVXwP7IobBRrqaRy38vNlvvHRNCzXdVLAazFvHlf89JLc2jZsS/H920hsmM7PvzgdVq2DCc9PYMnnniFtWs3MmXGHHoMnlzj+dQkl84cZvF7s8hOT+TNN5/nnnsmK36N//nnEJMnT0drcGTarHcJa9WZ7MI8fj6wlUJTxX0azAV5RC1+F0thAQ7BzbHzb4yNuw8Gdx90Ti7lBQIlDUYVZVvSOzQ3+gzRK7/AJaITehcPDM4e2AeFobWxLxl01fSmvBzyos9QkHARS1EhNh6+OIe3w+DqyanPX8GlZUd8eo+ofL7LsbJPHSJ+zXdobO3wHz4Vh+Dwa96Af2MVpSaSvHElBTFRGDx9aHzXrLJLXqzYrFRJLEklE/ftAsy52TR++OlKBRsl9qGVvf/LzamgeaisU2itbVbQ8NOo5DtB0XTWbQqq4DVVGkvJ66WkcSjUgahmxflestVw//1P8NzHawkKE0ukBIKGSkNoCtp91WNWawq6c9RnN3VTUCFo1CNWLJjNltXflN7+4ov3GD9+5DWdoMmyTExMHJcuxSJJEu3bt8bZ2Xo7r8Ui8ce68/ywvOKmn/Vd0MhNuYC9WyPUWh2molx0NleWmQhB4woNTdD4l5ZN3Jk+oRWhAc5VD7xB0tLSad26L1q9DQ4uniRGl5T4P/bYfTz77Azs7Gx57LHn+W3VRuZ8tw+DzfVbXNYHjEUF/PLlm/z9x3cMHNiXTz99E2/vqnuFnDhxhkGDJ+Eb1JyHXl6Eg5Nr6WNJ2Rn8engbFqni/dGcn0v2qUPknDlCUWoC0mXxQ6034BTaCufmHXAIDCtpuGllQQMgZe+fZB7fi1RchKWoAJVGi0fHfnh1vg2Vgs84gIs/L6AwMYagcQ9g519xZYushtyok8T+8hVqvR6VVoelsIBmj/8PzdUNMRVsgLm4kIKYKPIvnSU/+hzFackAhD7yErqrlz/VsqCRe/4k8T98if/k+3BoGlH5nELQKBknBA3rY8X59k0aRseOg3Hzb8EDLy6wXmCBQFCrNARBo+uqGVYTNHaP+lQIGteCEDSun8SYsxzZ/SeF+TmcPLCVuIunCQ1rwuRJo4mMbEObNi1xdq67Pg/nozKY/8VBLl7MqnRMfRY0TEV5HPn1TQLaDcEnvFf5MULQKKWhChoAkkHF4M6B3DM0HFfHmnNJOHfuAt999zMrflpDUmJSmceOHNmKLEu0bduPu578gC79x9VYHrXJsX/+4ruPn0Grkvj00zcZOnRApWPvuWcme/af5tmP12Jja1/u8ajUeNYd31Pp8/+1bZVlCVNuNsb0JAoTY8g6fZDizFS09k44h7fDJTyy2iad1ypoXI0pL4eMIztI/ecvvLoPwatL5dt8NWaTkZhfv6QoKZbAMfdhHxhWfj41nF80B52LO4G330/2yYMk/L6Mpo++htb+qs/6SjZAlmUK4i6SsX8buedOgCyhc3bDrnEY9kFhOIS2KCuMVBHrv3kpoppYsmTh4hfvoXVwJODOh6v8HwlB4/I4IWhYHyvOd2jaKJYs+ZEnnniZVxZswqdRqPWCCwSCWqMhCBqdf3vcaoLG3tGfCEHjWhCCxo0hyzJJseeIOnmAE/u3cHjXhjKPR0Q05+WXn2DQoL61llNBgYkflp9g3frzSNXsLfVZ0ADIz4jDztWvwnXtQtC4QkMWNP7dJ+wMWqYNasroniHoFF5Vvx5kWeb8+Yvs2XOAp56aTXFxyZlLdPRBpk17lLRcNY+/tazG5q9tcrPT+f6T5ziyeyPTpo1nzpwXcXAoL1hMmHA/SdlaHpn9daWxDseeY8f5oxU+pqpkV5VlmcLkWLJO7if79GEshXkY3H1wad4B5/D26B1dyz3nRgSNf7n40zxQqQme8LCyWKqSJqExq76hIC4Kj8i+uLTshN7likuI2VTImY9fxG/IJFxadSJl+x9kHt1Ds8der3IDZIuZ7NOHydi3naLkOPTu3rh26I5Dk+Zl4ldILQoaRYmxXPryQ/zG34VjizZVzykEjZJxQtCwPlYWNIxGI23a9iekZS/u/L/3rBdcIBDUGkLQuLkQTUHrGVtWL+anL2YDoDcYcHZ2RqvTkZ6WBsCJE6eYNOlB+g/ozZy3XiAsLKRG89nzTzyLFh8hM7WgRuepSTITTpKRcIKgjmOxdwuo63QEtUSB0czC1Sf5fXc0D42MoEuEd43011CpVISFhRAWFsLw4QPp2PE20tMz+fDDLwgM9CP+QJTV56xLHJ3deeilheza+CM/L3yNDRu3Mui2PkyYMJKePa80yuvYsS0ffPQlBXnZ2DlUvASobaMwwn2CyCrII7swj6zCvNK/s/PzKDabyj1HpVJh5xOInU8gvr1HkXfpDFmnDpCyewPJO/7AvlETXJpH4tysfWkjzBslL/os+XFR+Pa7tkobtU5P4Oj7SN62mvSD20nd8yd2ASG4tOyErXcjTPlZqLQ6so7vw6VVJ/Jjz2MpyMOYnoLB3atcPHNBHpmHd5N5aCfmvBzsGzcjcPwD2Ac3A039cw4xePuh9/Ai+8j+agUNgaChYDAYmPHYvbz66rsMmfw4nr7198RIIBA0XERTUOWICo1aoiAvm9OHd3Dh5AESY8+jUqlQa7RoNBrUai1qjQaNRktudjonD2wrfZ6trS09e3YmODiQr75ahtlsxtbeCVmWMJuMTJo4utIrpDdCaloBi745zD8HSpp+qhVcsYf6WaGRdukgGQknCO11Z9XziQqNUm6GCo3/0r6pJw+PjqCxb82q00ajkXXrNhMZ2ZZZs14ircCW6S8vrNE564rUxGi2rlnCqYPbSIw5z1tvvcDDD98DQGJiMpGRtxHWugeTHnkDFw+fa4otyzJFpuIrYkdBHtkFJaJHdkEepst2pP/20LAYi8g5f5SsUwfIjz2P3tkNn14jcWzSErVCIauyvT7296Xkx0XR7IFXUGmV7ff/PX6QTMXknDtK1vF95MecK/OY3tWTJvc/R9aR3SRu/BkAu0ZNUGm0WIyFWArzsRTkIxUXodJqcY6IxK1DL2w8r7ym1ux7YbUlJ7LExQXvovfwwn/iPVWPFRUaJeNEhYb1sXKFBkBeXj6duwzF0aMxj7/5PWp1/RMUBQJB5TSECo1Ov860WoXGP2M+vqkrNISgUcPEXzzNtrVL+WfLSoxFhTRqFECrVuGo1SrMZsvlHzMWi1T6t8ls5vChisuwK+LNN1/gkUeqPlhUisUi8fv6KJatKNv0syELGkpjCUHjCjejoAGgVqsY0a0xdw5uhpO9wrOj6yQmJo4uXYbSd/QDjLjjyRqdq66RZZnvP3mOk/9s4OTJv7GxKfkCXrNmA4/NeAG9rTMvzttQYS+N652vsNhYIm7kXyV2XP6dlxpP0rZV5EWfwb5RGIFDp6G1q77/UGV7fc6FE8Ss+Qa3ll3wG3i7shyr2O2LszMw52WjcXRCa+9YxoUk58wR8i6dQTYVI5nNaAw2aOzs0djao7VzxKFJc7R2DuXnq4eCRvrOv0jd/DuN7n4Mu6CqqwmFoHF5nBA0rE8NCBoAW7fuZMyYu5n48Gv0GXG39SYRCAQ1TkMQNCJXzrKaoLF/7EeKBI3Zs2fz2muvlbmvWbNmnD59uvT27t27efHFF9m7dy8ajYa2bduyYcMGbG1tbzjX60UsOakBLGYTR/ZsZNvapZw9ugdPL0+emPUAU6feTkCAr6IYsiwTH5/E0aMnOXr0BOfOXaCwsIiioiKefPJhzpyJ4sKFaHr06Ez//j2tkvf5qEzmLzzIhctNP68+BpCVXuFUcCCs9GBGybiMuGNIkhmPoHZkJZxGa7BHq7cl4fRWGrUegsVkRJbMZKVG4eTTBFtn7xvOS6VAA1QplAkr6xNwPbGqbABwjZhtqz8SlhSLENYTphQJGoaqY/1y4BJ/noznrsHNGNkhCG0NXFnLzy9gxowXsXN0ZeC4h6wev76hUqnoO+pedm5YztatOxk8uB8AI0YMomXLcLp0Gcbm375i6OTHrTafncEGO4MNfi4eZR6TZZmC4iIybxvPkb2b+GvJO8Sv/JzIOx8nW21PsbmKN10lu47WzgGVSo0sKxMEq4oFoHdxQ+/iVuFnjlOzNjg1+8/yDGvuolY8uavsM1OWZTJ2/kXa5j9w7zUQu8YKlkYq+PxSlzfWqjiUknHK9FhQK0ms+iFW/Q5VuD8oEYkUbZ/COZXnZdXraNVjxX2+7Y+/lbnt0KsrK758g7+Kz2LfsW3p/c8FTrDepAKB4JakrpacREREsGnTptLb2quW7+7evZvBgwfz/PPP8+mnn6LVajly5EidV6kJQcOKSJLE3398x8YV88hIS6Jz50i++uojhg8fiF5/bVeDVSoVAQG+BAT4MnRo/3KPd+/e2VppU1BgYtmPJ1i3Pqrapp/WRJYl8rLicXRtVHKiIMuo1NUfgf1bVKRSqciMP1kqaMQeW4+9awC+4b3IS43GVJTLpf2/otbqyU48Q5Oe06oUNAS3DjmFJj5cf5zfDkQz47YIOoZUbUGqlOLiYjZt2s5zz71Jckoa01/+EpsKrqbfjPgFNSWwSQQvvTSX6OhY3N3d6NOnG8HBQdxxx+2s+Plr+o+5v8YtbFUqFfYGW+wNtgQMmULndj2Y98pdHFn8Act//ILAsKbEpecTl/HvTx5xGfkkZBRgrMRGNvvsYdQGG3z7jq3R3BsysixTnJJIYewlco4doDD2Iu49B+Led3BdpyYQ1Biutw9HKiwk7avvMUZdwnXccFQ6cWgtEAjqHzk5OWVuGwwGDIbyFSBarRYfn4qXCT/xxBM8/vjjPPfcc6X3NWvWzLqJXgdiyYkVWfPdB/yx7GMmTRrDI4/cTatWLeo6pWrZvS+er746QnpGoVXiSTolSztKxiRE7eDSyT/oeNuLZCSfIu7cFtr2fhyNtuTNVdEyEVmWOL71c3zDeuIR0AaLVioVQWRJwmIpRqu7YlNYlJuGjIzW0QWNtmpRyaKw9FbJ1R7l5cUKlpwoXL6iVrLkxKTsCrOSJSANtULjX8xXVcb1aOrNowMjCHBTviRClmXi4hI5deosp06d5Z9/DrNt2y7y8/MJb9uNKTPm4ukbpDjezUBs1Al++mI250/sQ5ZlHn74bt5660ViYuKJjBxIv9EPMPqeZ2s9r7zsDOa/fh+Jl06xZMmnDBzYu9wYiySTmlNIXEY+sRlXBI/4jHwO/7WehG2raDFjLiqNwh4aVqxWU1YBUPux/t1GU04W8cu/wpgUDyo1to0a496jP/ahzRVXlyiZU1Z4nmhRsuREwRilKFlyomQMKPvuULzkRMHrpXSZiJI5FS85acAVGhXFkmWZvO27yfhpNXo/X5yHDeCVwS+i1dXsskaBQHD9NIQlJ+1//j80VlhyYsk3cvD2D8rd/+qrrzJ79uwy982ePZt3330XZ2dnbGxs6Nq1K3PmzCEwMJCUlBS8vb355JNP+OGHH4iKiiI8PJw333yTHj163HCeN4KQka2A2VRMQvQZ9m76iYkTRzN//jt1nVK1pKYVsHDJEf45kIjaXHsHF8nxh7BQjE/jLngHdcLRNRCdwR57Zz+8AyPRaA3IskzU0ZV4NI7Eyb0xeZlxpMUdoXGrYahUauxc/NDblKwBu7qiQ6VWo1XblJnPxrGkHF1JDw3BrcuOs8nsOZ/C+M4h3NUzDHtD+aN3SZI4ePAov/++iZ0793Hq9DnycnMBsLGzp1FIBP1vf4SWkX0JCGlRI44q9Z1GTSL4v3d+Ij83i6cmtsHTs+T9Fxjoz7PPzuCttz6iVef+NGkRWat5OTi7MfPNZXz9zgwmT36I999/jTvvnFDmf6RRq/BxscPHxY7I/1Ts7G7vxNDNK4l08cDeN6i0MWlWQR65RflI1r0u0KCQZZnEX7/HUpBPwJQHsQ0MRq2/8QMwgaChoFKpcOzdDX1QIzJ+/I3U+Yt5evEKmkR0pFmb7oS37Y5/cIs6L8kWCAQNCxmwxuHFvyFiY2PL9NCoqDqjc+fOLF68mGbNmpGYmMhrr71Gz549OX78OBcuXABKRI/33nuPtm3bsnTpUvr378/x48cJCwu78WSvE1GhcQOs+GI2B/9eS3ZGKgABjfxZ9dsSQkLq71VZi0Vi7YYolv10srTppzUFjYoqNGIvbMPG1hVP39acP7kas2SkabvK15eaTYWc2PM1Ac0H4OoTTlrcEeJPbyai93S0urINZ6zaYFRUaJRyq1VoXI2rvZ4H+zZnSJtGaNQqJEnil1/W8uZbnxB9KRpHZzeate1BQHBz/Bo3wy+oGW5e/rekgFEVT01qS35OJrt3/0F4eBhms5lBgydz9MgJut42kcETHsHNy79Wc7JYzPz4+Sv8ve577OzskGUZs8WCs7Mzw4f1Z/r0u2jWLLTc886fv0jHjrcx8eHX6TPirjKPSZJETlFBGQeW7MI8soryyCkqoKqv2JuhQiP35GESfl5KwNSHsG9SQdmpqNBQPAZEhUaNUMMVGv+lODaeB7VatmzZxfbtuwAICW/H0x/8ZsVEBALBjdAQKjTa/fx/aOysUKFRYOTQ7R9cl8tJVlYWQUFBfPDBBzRv3pzu3bvz/PPP89Zbb5WOad26NcOGDWPOnDk3nOv1Iio0rhNTcRFbVn0DwAsvzKRr14506tTumntl1CbnLmTy+ZcHuXApu1bnzcmMJjXhMJ6+rWnSfARyNSfCWp0tbXo+WipCeAS0wSOgTZXPEQisRWZ+MW+vPcLK/RcZ3cyB9156g2PHTtCmy0DGPfwuTVpEoq5g2UFhfg55OZl4+ARek7hRXFRIdmYqji7uVnMBqWsK8rIpzMumb98eBAeXHDRotVpW/baYr776nnff/Zz921bxxtc7sHd0qbW8NBotkx97k8jeI4g+d/SydbaWzLREflv9C4sXL6dbt0707dudiIhmeHq6c/LkWZ5//k1cPbxp23VQuZhqtRoXOwdc7Bz4r5RtkSRyivKviB2X7WezCvPILSqonY2uQSzGIlL+XIN9WIuKxQyB4BZE38ifWRNH07dvD/r0GQ1QpbApEAgEFSGhQmUFRVa6gRguLi40bdqU8+fP069fScP3Fi3KtlRo3rw5MTF1W9AgBI3rRKe3YcL02axYMJuvv/mRp59+rK5TqpSCAhPf/3SSPzbWbtPPf4nocCf5uclIFjNqjdaaZhwCQY1xYOcuVr30PfauHjz85ne0blfeTchYVMDev1ayd/MvXDpzGEmScHR2o+vACYS37YHB1o7C/FxyMlPJyUwlOzOVnIwUcrNSyc1KJSs9hcKCPAAcnFyY8b/vCAxtVdubanXysjOQJIlZsx4sU9Lo4GDPzJkPEhDgx/33P0Fhfk6tChpQUh7etHVXmrbuWub+4dOeYP+2NRza8QcffLio9P8C0KHXcKY+PhdbBdavV6NRq3G1c8S1gudZJAvZhflXhI7LYkd2YT65xvovdsiyTPLan5AKC/AaNLqu0xEI6h3h4aGEhoaQVwRPvbeyrtMRCAQNjLpyObmavLw8oqKiuOOOO2jcuDF+fn6cOXOmzJizZ88yZMiQG03zhhCCxg0Q1LSkaiApMYlt23bRvn1rHB3rl6PBnn/iWbT4StPPinZpdVU2hpeRdArrhtUVv2mS4veRHHuATv2eQ61X6FOs4Cq3NS1grVqWqhQl6o7CKztK7F2V2LGCsuauSpd2WJTEUrp0SEHZs9mm+jEAlip2w7yoU8SuWYx9eAReY6ewRU4jN+EEnbyboVGpiY06wcG/17Jzw3IK83O47ba+PP7Q6/j5+bBly06+/e57Nv68oExMZ2dnvLw88fHxJLiZFz4+LfHy8sDLyxM3NxfemvMJ82ffy8Dxj9CyY1+8/Bor25B6iIu7D7Z2DmzduotevbqWe3zfvkN4ePvj7t2oDrKrGJ3OQNcBt9N1wO1IFgu52WnkZqXj4OyOi7v13ZE0ag1u9k642Zcv/zRbLGQX5ZNVmEt2YR6ZRXlkXRY/8osraeBcy5+F2Yf2kHviEL6334ne3aP6J1hhThS65qokBd8dCmMpWUahyK5U6dKbGmjaWuUYK9rXygotYFG4NMVaWOF84AqKfdRL1qe/9tozTJ06nSN7NtKue90e8AsEAkF1PPXUU4wYMYKgoCASEhJ49dVX0Wg0TJ48GZVKxdNPP82rr75KmzZtaNu2LUuWLOH06dP8/PPPdZq3EDRugAsnDwCg1mgYPfou1Go1zZs3o3PndnTs2I5OndoRHHxt5efWIiY+h8VLj3LwSPJ1x8jJiePipb9wcwvDP/jGutc2bnobHj4t0epsKCzM5sTurwhrezuObvV3DZvg1qQg7iJxPy/GoUlzfCbciUqjwSJL/H10G7///RrGqDMU5GTh6OTE3XeO58EHpxEYGFD6/IEDe/PKK0+SkpJGbm4ejo4OeHt7VNh86WratIng0Uef56cvZrN6ydu89uV2nN28anpzawS9jS09hkzlww8XsHPnPsLDm9CrV1cGDOiNs7MjcXGJePqF1Nu+I2qNBmc3b5zd6sbmWavR4G7vhHsFYofJYr4sduSV+ck25pFfXFQr+RUlJ5C84VecO3TFKaJtrcwpEDREhgzpx4ABvVn45nQefHEBzdp0Iz8365ZzwBIIBNeOJKtQWUGRla4hRlxcHJMnTyY9PR1PT0969OjBnj178PQsaZY+a9YsioqKeOKJJ8jIyKBNmzb8+eefNGnS5IbzvBGEoHEDDBj7AAPGPoAkSSTFnufCqQNcPH2Q9Zv+4euvlwHg5ubGjBn3MnPmg9d18G4ymUhOTsPX1wvN5XX7aWnpzJjxIqdOn2fGY/dw331TS8fn5Br54dfTrNt8EbnQTHrqSdKSTwAy7p4t8PQpX85usZgoLs6luDgXozGHgsIMMtLPkJV9CYD09LP4BHZGo1HaNbM8Gq0BZ7fgy7dkHFwCsHFwL2nKV1xAXnYcGq2BvKx4fII6ob6BuQSC66UoOZ7YHxZi69cI/zF3IF1+z+WdPkHSj0vQODrh2KY9HTp35I07R9GmkWeFcWxsDAQGXlvDSy8vD376aREnT56le/dhxF881WAFDYAx9z6Pd0AIZ47sYsuOYyxdugKtTkevXl05eOAIWVnZnDmyi2ZtutV1qg0KnUaLh70zHvbO5R4rtphLG5KWih2X/y40Ga0yvyzLJK7+Ab2bJ16DRlklpkBwsyHLMv/8c4ht23Zy7txFANy8AlixYDb7t61m3AMv0WfE3fVW1BUIBLcmy5cvr3bMc889x3PPPVcL2ShHCBpWQK1W4xfUFL+gpvQYPBmA/NwsLp4+xLxX7+a1195j2rTb8fBwrzKOLMts3ryDw4ePk5eXT0ZGJmvXbiIjI4O27VqzZfMvJCQkMWjQJHLzjRiLClm8eDmb/vqb+++bRoHFlx9+PUVevgmzqYjzR38mNeko9g4+qNQakhMO0VJzN67uYaQmHSE+ZjeF+WmYzWVLmNVqHa6uTWgePo7zUevx8oy4ITHjvxhsXWjavsTlpKggk/0b30Knt8cvtBdp8UfxDe56+fWQUKmu1MzmZcZRkJ2IZ1CkOAgQ1AgpW35HKjbi3CoStU6PBOQcOUDyyh+wD4/AZ9xU1Ho9ScADq/YwLDyAR7o0x9NB4ToXBYSHh+Lm5sbJg9tp0aG31eLWNiqViu6DJtF90CQAMlLiObJnI0d2byQrq6Qx8e/ffyQEDSui12jxdHDB08Gl3GNGs4nsoqvEjqv+LjQrtGUCjCmJGJPiCZh0P2pd/W2CLRDUJevWbWbq1Omlt3sOmUpAcDjH9/1FSEggKxbM5p/NK+k1/C6aNO+Am5c/WvF+EggEVyHLVrJtvQWaFwpBo4awd3ShZce+dO43hr2bfyUsrEvpSfjVv9VqNT16duGeuydy+PAJPvhgPg5OLtg5OGNja0+7XmNIT4nn8K71HD9+mh9++JXM7Hxe+GwdL97VlePHT3MxOpn16/6iTfdH0epsyUg5ReKlPZiMebRoMwVPn9akJR/nxOHviI76i/OnVlFUmImbZzgeXhHYaB0w6B3R6x05eeonJMlMYKMeyLKEyZSPr2+HGnudJEsxLbreh6NLADqDAwFhfVCp1BTlp3P0789pFDGYpAu7aNHjATITT5EefxRnr1AMdq41lpPg1sV3yO0k/vETqX9vxLlVJIk/LiPv+GEc23XEe9QEVP9xN/n9dByboxK5u0MYU9qGYNAqXZBeOWq1mmnTxvHl1z8yfOoT2NjVr74814ublz99R95D35H3YDYVk5Yci43tzbFtDQGDVoeXgyteDuU/O43mYjKvFjmuEjuMFlOZsbknD6O2scU+pGltpS4QNDjatWuJSqUqdTf5e9337N28kmJjIQtXLyY3N4+5cz9l6QdPlj7Hzt4RRxc3XD396dhnNO17Dr9pnK8EAsG1Ux+agjYUVLKVvaQWrKtb25b6SFLsec6f2HfFtuvyb1mWKTYWcvDvNVw8cwSAoVNmMnzqE2UqEAoLcvno2YnEXTyFJEncNv5hxtzzHHu3rOXM0dMU5Msc2fFZ6Xi1WouLZ1NCw4Zia1/SrG3bxhdKu6B5+rQhMKQPDo6+AGiKr3RH27zlhdK/NRo9er0jXTr/H7JeYTPJaixZgVI71qowFmYTf3EHXkGRxJ3+C1ff5ugMjrh4h5UZZ1F4QUPJnEoaTipFo/CCp6ao+rff1f+fKscZq4+lpNmn0nENvimoXcX355w6TPzKpeicXTHn5eA1eiKObTpUWxXk62jLzO4t6NvE94YriOLjE2nbth9j7n2RfqPvvaFYAsGNcCD+DDtijgMl31kXPp+LXWAwviMmKWuGac0GlgpjSQq+FyS9skMfJU1B1cbqE9MoGAOgVvDdISm8FKXk81LWWe91kJQ2+1Q4p7Woi6agR8aNJTk5le3bd6PVavnwoy84dvQk990/jXffeaX0OyIrK5uDB4+SlJRCenom6emZHDl6km1bd2KwtaNDzxF0HTieoLDWooJDILAi04fU3x5+OTk5ODs702L5M2jsqu6/pgRLgZGTk94hOzsbJ6fyvbluBoSgUU9ITYwmLzuDoKZtUKvLH9kVFeaz8af5JESfYfKjc9m16U92rPuGzJSzyFe1a2/WbhLuPi3RaPWorzoRToo/gCxLuHuGozeUtRD894Q5Lz+ZI0cW4+wchLdXa3JyYnF1bYKbW6hilxNrCRr/5mPr5IVKpebM7qVYzEZa9HygzBghaFw1TggawI0LGrLFTNrOTZiys3Ds3AXbwMbKAl6mg787T/SMoKlH+R4H18KDDz3Fxk27eO6jtbh4+NxQLIHgRjiRcom/og5QmBjHpS8/oNGUh7Bv0kwIGpcRgsbl+YSgUcqRcWPL3Jakku/xio7vKiI2NoFly35h6bc/kxCfgEajxS8wFN/GzQkIaY5/cHMCgpvj5FpxHyeBQFA1DUHQaP7Ds1YTNE5NflsIGteCEDRqDkmSOHX0FKuXvEfMmS1c7fnp6duW0Baj0OmvnKWpzcr+tca8DC5e3ERS0iFsbFxpFj4GN7fQsnMrPRG2kqBRkJvCoU3v0bTbnbj7t8JsKkKj1ZfpqVEyn8K8FBwAKjnxBlBJSkQIRaEUiRBKBQ0lKBWmlIgVFoUCkBKxQqmYpETAqsqO9WrMCsYptTRU/edfpFZBHw9b/NLjcXWww8bGQOfOHa6pUWhKShp9+o7FZNHQZeAEBox9AINNJSqMQFDDRGUk8M38l8g6uIcm/ze7ZPmVFUUIJcKHYrtSBZ/3ksKTaiXCh8pSfWJKRA9Q9t2hVNBQJEIo/OxVZF+rUNCQddV/p6kU2twq4hqsVq03Z/VDDo8aV+0Yi8XC/v1HOHbsFMePn+L4ibOcOnmGgoICAJxdPfALbo5/43ACglvgHxyOT6NQUc0hEFRDQxA0mi17zmqCxpkpc29qQUP00GggJMYmcWD3IbasnE1BTlLp/Ta2boRGjMHN8/rWMyfG7+Psqd/Qam0JazoCP7+OqNV1s1uYTUVkJB7HKzASO0cvwnvcg7N3MwC0Ous1XRQIahpJhh8XLyNr999l7m/foS133zWByZPHoNVW/T7z8vJg1W+L+eCDBfz60zxS4qK455lPajJtgaBSQlx9kc6dwjWiTbleMgKBoGbQaDR07tyezp3bl94nSRKXLsVy/PgpTpw4w7Hjpzm+fz2bVi66/Jwr1Rz+weEEhLTAv3F4g3bNEggEgqoQgkY9Jycrh4O7jxAfkwCAxVQEgLNrMN4BkXj5tb0hASInOxaDwZGOnWah1d64CngjZCWfIerQLzh7NMFg54qrb4s6zUcguBHsmrYga/ff+E6+G9/mbfFLySFm33Yef/wF5n2+mP+98SwDBvSqMkZYWAjz579DWFgI77z7OZIkKS5ZFgisyeFd68lMSWDBB6+yJM5MRoF1bGAFAsG1oVarCQkJIiQkiJEjB5fen5OTy8mTZzl+/DQnTpzm2PEzbFi+obSawycgmI59xtC5/zjcvQPqKn2BQKAQ4XKiHCFo1FOMxmKOHzjBmRPnkK9a4tBhwDOoVGo0phtbFCrLEmkpJ8nKvIAkWW5YzDCbirBYjMiyjsK8FBxdAxUJLdlpUeSkX6JRs/64+7fG0b0xBtsb6z0gENQ1siRhjCtZfqdxdCJXLaFr0ZKHh95F9NmjrPzqf4wffx99+vbgjdefpWXL8CrjtWjRFGNRIdkZybh6+NbGJggEpRQV5vPzwtcYNLgfE4f1o0dWPjNX7iEut6CuUxMIBJdxcnKkS5cOdOlyxZnu6mqO9es3s2rlAtZ89wHNWnelc/9xtOsxVDipCAT1lBJBwxouJ1ZIpp4jLvXVMyRJ4uyJ86xZ/junj50tI2ZAiYPJf/tIXAuyLJGSdIT9ez7mxNHvMBiciGg55UbT5vihxZw7+RvZaec5umsB0mWrv0unN3Dx5B+X55a5cGINZ/Z9T0FOMgC5GbHkpF1AliVUKpUQMwQ3BWnrVpH+1zoAilOS8LJxol9gWwCCmrZm1twfeeilhZw6G0+vXiN57LHnSU5OrTReWFgIAMlxUTWeu0BwNbIss2rx2xTkZvLO2y8D4O9izxcTuxPmcXOuxRUIbhb+reYYOXIwn3/+DmfO7GL+/HfwcoZvP3qa56Z2YPF7T3D68I7SxqUCgUDQ0BAVGvWIxPhkDuw6RHZGdo3ElyQzB//5nLzcBFzdwwgLH4OLa2NUluuT7mRZRpYtqNVamjQbjk7vgNbBiQ59nkSrK+m4qNPbIUuWf59BRsoZtHo7iouysXPyxq9JD/zDet+wzaVAUJ9waN0OqbgYS0E+Kb+toHjHdj728kdvY4/exo5WnfrRdeAEWnXqx/Y/vmP1Dx+zffse1q79lsDA8qXAQUEB2NraEn32KOFte9TBFgluRfJzs1j83kyO79vK668/W2bfdLe3Yf7t3Xh6zT8cis+owywFAoFSHBzsmTRpDJMmjSE2NoEff/yNZT/8yscvrMTdy4+OfUuWpPgENKnrVAWCWx5ZVlmpQuPmP8cSLif1gJzsXA7sO0pcTAJqkzKFXF2swEruPy4nsixz8ugyUlOO4eDoh529F2q1BrVKS6OA7tjZV27/VZHLyfnTaykqSCei3Z2lgoQ1bVsVWa0Kl5NrQricXKEmXU5K7wceDXFm2cefs3fvgTKPPfXeLzRpEQlARmoCHz8/CZ3KxM6da3F2diwX6667ZrB9x0EefWMpAcHNlSUmENwAn8++h2P/bOarrz5i7NhhFY4xmi28sv4g26KSKnxcuJyUIFxOrhonXE4AZS4ntYEsy+zbd5gffljJyl//ICc7h5Dm7enUbyyRvUZi7ygqZwU3Hw3B5aTJt8+jsbtxUwRLQRFRd8y5qV1OhKBRhxQXF3Ps4EnOnDh/xaNcodWqWsFJrtpUPpYsyyQm7ufM6ZVl7m8SOoTAxpU3KJS05Y8uMtLOYizMwrdRpyvjlJy8KhQ0FJ0IKxZHFIxRKGgo+R9ZU9BQWkGjJH8lQgUoEyuUikmKYikVNBR8risZA2BR0DamMqFC6bgHOzbj/o5NGTfuXjZvLnE8cfcOYMpjb9G8fa8ylUnpyXHMfrAvLzz/OE888VC5WMnJqYwf/wBRF2N56OVFNG3VRVlyAsF1snvTzyz94EnGjh3Gl19+WGklnVmSeHvzMdacKP/9L1vxxFRxLAUfTcoFDSXzKbjAoFDQUDJOsQihYBuVihCSknEKX1MUCBqorXhoWgcXJ1VWFFEODR9vtVjVUVRkZN26v1j2w0q2bN6BSq2hdecBdOl/Oy069EKjVbjzCQT1HCFo3FyIJSd1gCRJnD9zkSP7j2Msqp1O8bIsk5MTS0LCP6QkH0WlUuPsHIStrTs2dm54+7ZTFCcr4wIZqWcIaTYEN4/rs4oVCG4Fugd6cW9kGABfffUhv//+J59++hXnz18irFXncieH7t4BdOk/jvnzFzNz5gPl3Ey8vT1Zu/Zb7rjjMT58diLjH5pNv1H31Nr2CG49ug64HZ3OwFdvP0ZeXj4TJ45mzJih5fZdrVrNC/1b42qrZ+n+83WUrUAguFFsbAyMGTOUMWOGkpycyk8/rWbZsl/5/LV7cXb1ILL3KLoMuJ2AEOFCJxDUNGLJiXKEoFHLJMUns3/PYbKuo09GYvReJMmMX+Ou5R6TJDNFhZkYi7IwFmVTVJhFcUEWRUVZGI3ZFBVlIUkmbGxcady4Hz6+HTAYLpe1V3DVS5IsqNUaJMnM6ZMr8W4Uiat7KKbiPLIzL2E2FZb2yRAIBGXxd7LjtQHtUF8+8XNxcWbq1NtZv34z2Hih01esuLfuPJAd638gOTkVX1/vco87OTmyYsVCfHxasmvDMiFoCGqcyN4jMJuL2b52KffdN4vVqzcwb95c7O3tyoxTqVQ80r05LrZ6Pvn7ZB1lKxAIrIW3tyePPXYfjz56L8eOnWTZsl/5+eff+Ou3r2jctDVj7n2Bpq3LH48KBAJBbSMEjVoiNyePg3uOEBsdf13Pl2WJ80d/KfnbYiIwsBcmUwGpScfISD1NZsb5UmcRAL3eEYPBGRsbF+wdvDEYnHFw8MXVNaRal5Soc+vJyYmlXYcHUKu1mEz5WMwllSSePq3x9Gl9XdsgENwKGDRq3h4ciZNN+Vp1b28vtm7/nT9++IR+o+7Fxs6hzOOuXn4AxMUlVChoABgMBrx9vPEOCLV+8gJBBXTpP44u/cdxeNd6lrz/BIMHT2bZsvk0auRXbuyU9k1wtdXzvz+PYLkVvOIEgpsclUpF69YRtG4dwRtvPMuff27n/Q8W8OFzk2jfYyiTHv0fjs7udZ2mQHDzIV/+sUacmxwhaNQwxcUmjh09xamT58Boqf4JlVBUkAmArYMXF0/9QeKlPRQbc5FkC84ugQSF9MfRuRE2ti4YbJxRq7UV9tBQgqtbE+zsPEpvt2l3T4U9NAQCQXme7d2aph4VN1F7/vnHWb16PWu+fZ8mLSJp1qZbmccNNvYApKdnVhp/375D5ObkYmt/c66DFNRf2nYbjIdvEF+8fj99+47l228/o2vXyHLjhjRvhJONnhf+2E+RsIIUCG4adDodQ4f2Z/Dgvvz00xpefHEOC167j5lzlqM33Phaf4FAcBVWWnKivDt3w0WcpdYQkiRz7uwFflu5jhPHz9ywv7fZVAhAWOux6G2cMRZlExjSh669n6dtp+kEhvTB1b0JtnbuqNU3plPJsoWLF//CYlHY2VIgEAAwpkUQw8MbVfq4u7sbAwb0BsDJ1aPMYxaziQ0r5qHT6ejSpUOFz//rr78ZOfJO/ENaMu6Bl6yXuECgkIDg5jzz0Wrc/UIZOepOvv32pwrHdQ/25pMxXXE0iCaCAsHNhlqtZuLEUfz885dcOnuE/dtW1XVKAoHgFkZUaNQAyYmp7Nt7mMyMLOBKg20ldp+q/zhoWMzFZKWfJyXxEKDCzsaDzr2fRW3hytKRyiwjLcpEFElT1pvSxs4Dd49wVBo98uUeAIrt8qxovaeoM3kdWAIqKt1SWmqtYJzFxnquMEqtaZV09lfsTFLLLidmW2WvvUqq/rW4ln21hZcLT/aMqHaov78PAFrdlY3Jzkhm0VsPE332CHPmvISLS/kKj/z8AqZPf4aQiM489NJCcTVMUGc4Orsz43/fseKL13j88Rc4fvw0b775PFpt2UOKNn5ufDGuGzNX7SU1v6jKmIrea1b8HkLB+79knBKnkOrDKHZoUTJOoQOIkjmtmZesMC8llqxqbR1U9ljxImYlhkDXRYf1K6odc2DwBOtNeA1ERDRDrVZTVJBfJ/MLBDczsqz8dKK6ODc7QtCwIrk5eRzcd5SY6+yTcTUFeSkkxuwhKf4AFnMROr09wU0Ho7/cyFOJOHK92Nl70rT5aAAy0s+SlXGBoGa3oVJrqn6i4IYpLspDq7dFrdZQkJOMSqXG4O5V12kJqsHFRs/bt3VAr6n6PZKdncOiL7+n55CpePpesQz7Yd5L5KRG88cfy+jYsWLHoejoONLS0hg3faoQM2oYs6mYc8f/4djeTcRdOI4sSbTpNpi+o+5FoxFfmwBanZ4pj72Jf3A4Xy2YzZkzUXzzzUe4urqUGdfE3YmFt3fn8VV7iM0SJz0Cwc2ERqPB3cOdEwe20vW28djaOdZ1SgLBTYNwOVGOODKzAiaTiWNHTnPq+NkbWloiSRbSk06QGLObrPQodDp7/AK74BPQERs793JWebVBYUEGeXmJtT7vrUhuejQn/l5Iu9uexmDnQuypP0mPO0qHsbPRGeyRLGbU4mSq3qFWwf8GtsfH0a7asR9/vIjCQiNDp8wsvU+WZU7s38rzz82oVMwAaN48jCahIRzZs5G23QZZJXdByesfffYIB3b8TsLF06QlRZOWHIdksRAQ4E/nzu24eDGGX758kzZdB5cRogTQe9gd+AQ04au5j9Cv3+3Mnfsit93Wp8z3lZ+THQvHdWfW6r2cSb12hy+BQFA/UavVfPTh69x33xO8dFdXug6cQO8Rd4vPSYFAUKuIs6MbQJJkoi5c4vC+YxQVGq87jrEwm6TovSRf2kuxMRcn18aEt5mEh3erOj+B9W/UBb+AzshqNfm5SahUauwcRMWANZEkM2q1FnsXf/yb9UGrLzkxDm1/Oz4h3dAZ7JEliWPrP8QrtAu+zXrWccaCq3m4YzidAzyrHZeYmMz8+YvpN/o+XNyvOJioVCoaN23NypV/MH36XdjZVWyHXFxcTEFBIQ5OrlbL/VYm/tIZ9m9bxcHta0lJjMbD05NOndrSv/tAQkKCaNeuFa1btwBg2LCpBDdrIw7SK6FZm2488+Fqvv3oaSZNepDOnSP59tvP8PS84nzgZmfg87Fdefb3/eyPS6vDbAUCgTUZPLgfe/eu58svv2Pxkh/ZvOprut02kdH3PCe+rwSCG0FWWaehp6jQEFRGUnIq+/YfJiMjC7Wp+vH/RbKYycm4SOLFPaQnnUCt1uLVqD1+/l1wcPK1fsI3gEqlQgYunlmHxWykdeeH6qRa5GYkLzOO03uW0KL7fdg5+dCo+cDSxzQ6G5w9Q5Aose31DuuKo0djAAqyEkGlws7Zp24SFwDQK8ibu9pWb5+anJzK9OnPoDPYcdvt00lNjOHSmUMkRJ8lKfYcF04dQpIs9Os/jkcfuYc77hhf5vlbt+7kxZfmkpaWQbseQ2tqc24JYqNO8OvXb3Hq0A6cnZ0ZOXIQ48a9To8endFUsGRo/frN7N69j0df+6YOsm04ePgEMmvOck4d3M6SD/6PO++cwapVi9HrrzTkcdDr+HBkJ17deIjN50Xln0BwsxAQ4Mvs2U/zzDOPsXTpj8yZ+ynRZw8za+6P2Du61HV6AkGDRPTQUI5Klq27mQvWxVgzXL0jNzefAwePEh0TV3qfUkGjIDWGxEt7yM2IpjAvFVmWsHP0xqdxV7watUers0FdrOzfoTZXP05drMwmVtJX3xtD0qowmwqxmI0YbF0ozE/DYjGVE18kBY0pJa3SxpRWjKVAulPaMFOj4H+kZAyAnFdI7IkNBEYMQqOruC9CRa/D+V3LKMxJpuWgWaXi0i3RFLTi4oUyWLMpaFUNYBs52bN0bM8qXRyio2P55JMv+e77Xyg2GmnVeQB5WalcPHMEAG8fb5qHh2Iw6NmwYUvp81atWkqvXl0BOH36HF27DsU/OJw7Zr1HUFgrRdsnKEtOZiq/fjOXvX/9QkiTYF5+aRZDhvQvc8L9X8xmM917jERl48nMt5YJIVchUSf28dHzk5k6dSwffvhGudfNIsm8u+0Yvx6PLr1P0QUkhQ0sFTWnVhhL0itpCqrk+1jh94tRwfeeTtlnnJLPVSW5Kx0n65QtuVUpyF+tvX6b++umnjYFVUJdNQWtjNOnzzF06FTc/Zowa85yNFrhdiSoX0wfUn8rLnNycnB2diboy5dR2914zzSpoIjo+98gOzsbJycnK2RY/xAVGgoxmUwcO36aEyevr09G/JktRB/7A4OdC65e4fgGd8PBJQAHl4AGc5Cs1dmi1ZWcUV46u4HCwgzad5uBLEucPvIjvoGdcfJpUsdZNgzSY47g6BmMrc6R4Lajrvn5IZ0nUFyY02D2nZsNg1bNu7dFVilmvP/+fP73vw/K3Hf60HZuG9ibl5/9mL59u5dxM9m+fTePPfYCsbFxvP7Gh2zc0Bm1Wk1eXkkjxfiLp/ENDKuZDbrJKczP4dOXplGQncK7777KnXdOQKer/gB748atnD1zjmc/el+8166BJhEdmfTo/1jy8bNERITzwAPTyjyuUat4tk8rXG31fL3vXB1lKRAIaorw8DB++GEBw4ZN4Y8fPmHEHU/WdUoCQcNDRpmzopI4NzlC0KgGWZaJOh/NoYPHKCwssZ3772GtylL1niJJZmKOr8cnqBOhrcZcsVuFcjurUveS6uYsGaTwAPw67PKatZmI0ZhTcr8sU1yciySZlM2pMC9rWsAqGadS+IZXMq6qMbIsE3v4DzyDI/FvfVu1sSwVXkDWobV3Jzcrifj9f+AfOQy9Y/XLT5RUXoCyK3tKKi8AZCWxDMpiKaq+UGy1qiBWJTvOS73aEOpeucqdlZVdKmZ4+3jTu1cXevfuyrBht+HsXHEX+F69uvLMM48wY8YLHNh/iHffncfjjz/Am29+BEBweDskqQ6uWjZwzKZiFr05nZyMBDasX054uHJRSK0u+ay2sXOoqfRuWroPmkTcxVM888xrfPnVMoYO6cfTTz9a2iNGpVLxUJdwXGwNvP/3cetaa1vRAlal5C2nwABMVmgSJlkxlhJ7V6VWq2gU2M4rtYBV8NmrNJZKbT17V2tqliqlBxQ3MZ07t+e552YwZ84ntO48kKCmres6JYFAcJMiBI0qSE5JY//ew6SnZ95QHJVKg9ZgT1L0XlLjDlU1EIPBGTsHbzy8IvDwboFGo/AMtJZRa7TY2rkBoFJraNP5QQAKC7MozE3BxatpXaZXr4g5/DuFuamYivJo2uNO9LZONOt1D7ZO3tU/uRrUGj0avQ3/qmKyZBH2ujXMhIjGDAkLqHKMi4sz27b9hp+fDx4e7lWOvZp/l5n4BjVl7txPmDv3E7RaHbPm/ECzNt1uKO9blZ8XvcH5k/v4deXX1yRmAHTr1hFfP19+/+5D7nvusxrK8OZl/AOvENayM8f3beajj77A39+X+++fWmbMxDbBuNjqmf3XISw1aEcuEAhqnyeemM6PK9awbvknTH/ly7pORyBoUAjbVuVYXdDISInHzcv/mp4Tf+kMksWMT2AoOp3CS7U1SF5+PvsOHeNSTJziXghVoVKpaNnjIbITT1famSU74xLpSccpMKcgSRbSko+hOWVD+y6PYmdfvYNCfSH2zCZyM2Np6xkmSrQvo7N1KhEaVGrMxnz0tk6lzTxvdO8yOLoR3GsKAOmXjpGwdy3NxjxxWeQQWJvW3q480TVC2djWysZdTaNG/ri5udGqU3+mzphDYsw5gpu1wz84/JpjCeD4vi1sW7uUt99+he7dO1/z852cHHns0Xt49dV3SU2MxtM3qAayvHlRazS07zGU9j2GkpEcx7IffuW++6aU+24Y1NQfJ4OOZ9fvp8gsqpAEgpsFjUbD/z3xII888iyJMWfxDRQXuwSCa0Lo/IqwuqDx4t3diOjQm9sfehVv/5AqT2rTk+NYPu9Fju/fCoCNrR1hrbrSokNvmrfriYdPo1ptJGQymTl28jTHT5/FYrFeGSOAnaMXDraVCxNpicfRaPTIgLEoC4ONC8aiLOKjdxLWYrRVc6lJGrcYhiSZUKlUSJIF9S1aLSDLMpKlmIRTW8mIOULLQbPQaGu22sbOIwDnoIja70Z2i+Bmq2fOgA7oNErrqq+d/fsPk5GRQWhER5q0iKRJi8gam+tmJy87g+8/foZ+/XuV6+FwLUydOo4FC5Yy+8G+OLt64uUfwph7XxDNWa+RboMm8c27M4mPTyIgoLyTV9cgLz4f1ZVZa/eSY7wO6zCBQFAvGTy4HwBJsVFC0BAIBDWC1QWNhQvfZ/Zr7/Pag/3QG2xwdvXAwckNe2d3HJ09cHRxR2ewJebcEU4e2I6buyuLF3+Cj483u3fvY9Omv/nlyzcwm0zY2Noz+bE36dR3jLXTLIMsy0RdjOHAkWMUXO6TUdvoDA5YLMWlt41FWaV/F+SnYWfvUQdZXTtavS1giyxZOPb353gFRuIb3BVTcT752Yk4ugWhquET+/pA4ultxB5bj2wx06j14BoXMwD0Dq74dxlZ4/PcimhUKt4a0AFvBwU2K9eJLMt8/MkivPyCiIjsW2Pz3ArIssz3nz6HSjYx77M5N1Qt5uzsxJYtv7B27Z8kJiazZu2ffPbyNF6ctxEX9xtfNnarcPLANnx8ffD19ap0TEsfVxaN7c6MNXtIyaub72KBQGBdDIaSyuvsjJQ6zkQgaFiIJSfKsbqgMX78SIYPv43Nm/8mNjae1NQM0tMzSE1NJyX1PGfO/0N+fgHNmoYwZ86LTJkyFnt7O6CkgdCsWQ+Rm5vHP/8c4osvlvDLojdo130IOr0NyXEXcPcOQKtTfnIoWSz8vOh1Th/6m/zcLPJzs7F3dMbTrzHu3oHYOXuRmW8hLTmG7MSzuDduj0dwh1or2S8qyMBiMdG07QTSEptjKcwjO/MSkmTBVJxHUvwBEmL34u3XltDwUWgrsfasj3j4t8HGvqTPRm5GDCf3fE3HQS+iM9z8gobOYI/BzoXm/aaj1dlQkJWInUv5q5LWJjvmJEUZiXi27In6FhCOaotHO4UT6VdzoqLRaGTG4y/y+9o/ufvJD0ubUQquj91//sThXRtYuvQzfHwqP4FWiru7G3fdNRGAMWOG0qXLEP5e9z0jpv3fDce+VTh9+G8mTxiKRlN11V6wmyNfju3OjNV7iM7Kr6XsBAJBTWFnZ8uIEYNY8+17SJJEZO8ROLk0jIt0AkGdIlxOFFMjTUFtbW0YNmzgdT/f0dGB/v17EhQUQKdOg3jzsSEgWUhOiKZtt0E89NJCxbF+XvQG29Yu5Z57JuPj44WLizMZGRmcOn2Rfw6dIDVpE6aiXFRqDfbujYje9ysxB1fj5B2Go1cw3o06oLd1rjS+JFlIizlETvpFPBu1w8n9yjIbWZYxF+djLMhCZ+OAra5snOizfxJzZhMgY7Bxwc7Jm+y0CyVuIf8hOeEQyQmH6NbvFXQ6O8XbX1eo1Br8Q3uV3nbxDKPDwGfR2ziRnXaRhHPbadbljrKOLzcRHsGROPs2Q2/rxNkdSzHmpdNq8BM1Pm/qse2gUuHdtn+Nz3Wr0DfYhzva1JwdcUxMHNOnP8P+A0e579nPiOw9osbmuhWIPneMnxbOZvLksYwYMciqsU+dOsegwZPQ6Q34NAq1auybnZDmHdiydRcFBYWlTieV4eNox6Kx3Zm19h9OpmTVToICgaDG+PTTOcyc+SI/fTGbpNjzTHnszbpOSSAQ3ETUa5eT0NBgFix4lw0btuDr683Wrbs4vGsDpuIidAoqKFITY9iy+hvefPMFHnnkHgAKjWZ++us8u+LPE9i1N4GAxWREpVaj1ugw5meRHn2I7JTzJBzfRNyR9bh4N8XWwRO15srLJcsSRXnp5GXEUFyUg97GmeRLe7F39kent8NYmIWxMAvJckWcsHf0xcuvLQEhvbl4Zh1xF7YRGDoAJ9dAMlPPkpebiI9/JIFBvZBkC8aibIzGHIxFWWRlXkSyFKOSKPlR0uNDbT171BuNpdJqsXHwuPy3DlkyU1SYVVrBUfGTlHitKkoLWUn+ShVMJW6fOjVanTMS0ChyBMa8DExyMWqtvkz5e8WWrGWRdMo20qyTyU+Jxr1VNyyVvD0khe94JfauSqxdlY6z2Ch78WUF+asUtr9Rst83drHn1T5ta6TBrdFo5LPPvua99z7H1sGFx9/8ntCIjlaf51ahuKiQrWuW8PuyD2nRoilz575k1finT59j8uTpOLv78cqc5Tg4uVo1/s3ObeMf4ePnJzFp0kMsWfIJrq4uVY53sTXw+eiuPLtuH3vj0pDMZgrOnEYyGnFs26HK59Z6da2kYEKl9qgKNH5Z4XUAReMUx1JgtarA2hVAran+Q1qpHatGa0XbVqtFUjifFa1du239TtG4XX2uv5/QjeDs7Mj//d9DrFq1jqTY88iyLBrHCwTVosI6n0w3/3tNJcuV2G5cJ1lZ560ZrhRZlonsOIj4+GQ+/OWkog/Cv9ctY/m8F7lwYT+Ojg5sPhDH12tOkZZdhMZU/WabiwtJjzpAZuIpjAWZyHLZL06DnSt2zr74+HfAzsmHrNSzJF3aC6gw2LlgsL3yU5SfTkbCCVITj9CszUTOHPkRAHtHH+wdffHwbYW7Zzgai7KjC3Wxgk7wCkUIi776OWWdsrwsCk6+Ja2yvCS9kliKQinKSylKnG8qOk6J2rkMS3ERTfveeyUvKwoaFj2YiwpAsqC1cyQv7jx2PkGor2qs29AFDSWxlAoaVDPOVqthycheNHFzrHSMLMvExSWSmZlJTk4e2dk5mM1m7O3tcXAo+XF0tMfHx6t0HfGcOZ8w7/Nv0Ot0ZOfk0G/0fQybPBMbOweFiQuuRpIkdq7/gT9++Ji87HTuvXcKr732DDY21nPMOns2ir59x2Ln5M7Mt5bh4RNotdi3EueO7WXhmw/i5GjHl4vep2vX6pvemiwSL/6xh6XPvYgxIQ6VwUCTV+dU+RxFJ/KKxfCKP5uKU5Kx5OZh26SJIqFVqaChNir43lP42Strq59TyRgAWadAhNAp3EZt9ccvaoVChRA0ri1WXQkaABaLhTff/IgPP1xAp76jmTbrnXrhbCi4NZk+pP5+j+fk5ODs7Eyj+bNR2954qwGpsIjYh2eTnZ2Nk5OTFTKsf9TrCo3/kpmZhbGogDkzhvDo60twdqu8IVtxUSE71n1Phw5tScg0Mf+rHZyOzrym+bR6W3xDe+Ab2qPKcWpTyReqq1czXL2aVTjG0bUR3t5tMBZlk5JwmKatx2MszKS4KJecrBhSEg7h7h1By1bTbgnVWpYlZMmCWlN7LjZ1jWdIRyymmm10p7UpWY5UnJ3OhZWf03jkAzg1bl6jc96svNKzbRkxo6CgkPPnLxAXl8jRoyfZv/8IBw4cJSsrq9pYnp6efPjha/Tv34t5877GJ6g5Ya06E9l7FP6NK/7MEFRPXk4mS96fxfF9W5kwcTTPPzeDxo2te5BiNpuZNetlHF29ee6T37Gxtbdq/FuJsFadef7TdSx+53FGjJjG3Lkvc//9U6t8jk6jxvXEfsypKdg1a05xclItZVs5siwT9967IMs0euFFtJ5VVBoKBAKgxML1lVeepGXLcB5+5Fmizx6hSURHvAOa4NsojCYRkdg5VL7EWyAQCCqjwQgaKpWKjz58nbvumkHshVNkpiVVKmgUG4v45t2ZpMRH0Xf0K8z8cEctZ1s5PgGRnD32M7JkwdktGL+groS1Gktq4lFOHfqeGIct+Ad2R6u9uVXrg7+/hVdwRxpFWHeNe31GpdGilmunUafe2Z2QsY9g719zvR9uZqa0DOG2Jv4AxMTEc9/9T3Do4FEslpIriw5OLjRu2pbuw+4hKLQVjq4e2Nk7YWPviEajw1iUj7Ewj6KCfIoK8vjrty+ZNu0R/Pz9KCgoYNrMt0UPhuvEZDKSEneRvZtXsmfTCnQaFT///DX9+/e06jwJCUmsWbOBZct+5fiJ08x883shZlgBN08/Zs5dzi+L/sfTT8/GYNBzxx3jKx0vSRLff7eSLv3GkqNTcSp5/TXPKZvNFF66iMbGBr1/wA1fNMjd9w9cLm6V6sgZTSBoqIwdO4ywsGA+/3wxJ0+d5PCOtRQUFGBja0e/MQ/Qb9S92Du61HWaAkHdI5qCKqbBCBoAP/+8FoAx9zxPUFjrco8biwo4vm8Lv30zh8zURJr2u5uTKfXL6cE7IBLJYiIj9QzxF3cQfW4T/o27E9J8GL6BXbgYtZGLFzZhZ+eBs0swfgGdcHTyr+u0rY5vWA+8QrrUdRo1iixZyE2+gMHJA4O9KwnHNqFSa3D2q50r8g4BJSfM2VHHMLh6YVNFRZPgCm293Xi8U4vS2++99znnouKYMP11GjWJwM3LDydXrypPiuwdy15lCgxrxW+L3wZZZuLjo4WYcZ18NfdRDu74A0mScHZxZurkMcyYcR9+fj5WnScq6hJdugwBVDRv34uZb71C01Y39+dVbaLRaBn/0KtYLCZmznwROztbxo0bXuHYY8dOER8fz5iHhpAYc46zxiJUXNvxWcKXCyi6dAEAh9Zt8Zo4FZW2areViii6dJGszZspOHWyZDscHNC5il4qAsG10qpVC+bPfwcoqXiKiYnjm2+W8/n8+axf/imhER0ZP/01AoJFhangFkZWWacplLBtrV88/fSjHDh4jFVL3yE1KZphk2fi4lFyILv4vVns37YGi8WMR2BzWox4ChsnzzrOuDwqlQq/xt3wa9wNSbKQcGknF86so6gwE4ONMzqdPSZTPgX5KRTkp1BUmE6bDvfXddpWx69ZHwCyU6NIvbiPJh0nolKpyMuIQaO1Qa3VYzFasHEsaSSaEXsclUqF1sYBR4+gOsy8atIvHqIwK5FGbYciA2c2LyIwciTezXoQ0mNKrecjWcwk71mHQ2Az/HqOqnScbLGgqsZO8VbA3dbA3P6R6K6yTb1wIZrQll3oNez61x7bO7owdUbV6/4FVSNJEgd3rqNnzy489dQjdOjQBlsrrC2tCE9Pd1QqFSPveoYBYx+skTludVQqFRMffgNjYQHTpz+NyWRm4sRRpUJhYWERFouFJk0a4+DgwMmD2/ENDMNYWMjrfdvw2rajmCVlsobWyQm9tw8uvfuR8vNydF7euA1UVh1oyswg/9gx8o8cwRgTfSV/nQ6fe+9HbWt7K1z8EghqDJVKRVBQI2bPfpqHH76b9es3M2/eN3z51nReXvAXGk2DOlURCAR1QIP6lGjVqjkH9m/k66+X8d578/ln80r6jryX4dOeICUpFhsHZ4L634udvXeD6EOhVmsICOmFrb0npw59j0arx92zOXqDI7IsIUlm3NzC6jrNGsViKqIoP6P0/3Xx0CpsnbyQJTNGYw4tBjwCQNTO75AsJmxdfGk97CkATIW5aBwrb9hYFxjzMjAV5gEl/9/WI59FZ+8CgM5Q++Xqao2W0AmzSrudZZ3cj2Q24da6a0m+mSnoXTyJ/u1LVFotQaPuq/Uc6wsalYq3+0fiaVf2JNnZ2ZGslNw6ykrwL0f3bESyWHjmmcfo1q1m3WAcHR2IiAjn5IFtQtCoQdRqNXc88S6o4OGHn+a7737G09Od3XsOkJyUXGZsUsw5TMVGGgc3ZnB4IK4Otjy9bh+F5uobTMoWC2o7OxzadSBn3x6yd+3AdcBtlR4nyJJE/vGjZG3fijE2ptzjNqGhuI8YhcHP7/o2XCAQVIi3tyd33TWRpk2bMHToZGLOHSM4vF1dpyUQ1AmyXLq68Ybj3Ow0KEEDwMbGwCOP3MPUqbczb95XfPTRQg4f2IHKwRNjUSF2Tj6ozVRbj6pSYBICoFJwBUipq4LKUnEsD49wOvV6Gq3WBl1F7csreJ6ShtaSUlFHwTjF1UpKxl01xs0/Ajf/iNLb4T3uRqbESteilUrnbTP2ZVSosJiNyCooyk3j2Oq3Ce1/H84B4VbJS8n/urJYpsJcVGoNvq36oVKpMF92aNHYeCBRuaGGIgcQhaumKnUw0ZcEsAAF6XFYjIU423SlMD6aS0s+xm/UHbh26YXaYIvFBoxpyWQe3YNHvyGodZVPrtjlRF/96yoZFL72CuwRle6r/93tZ3ZuQTsf93LjnJwcMV4qf1IjqD0sFjM/L3yNgbf1UeSMcb1IksS+fYeZO/cTDh8+xqDxj9TYXIISNBotdz/5IR17j2LN0ndJyjTTtuc4vBs1QavTYyzMx8HJDTsHJ5a8P4vxY28DoHOAJ/NHdWPWH3vJKiouG/Sq97YlP4+CM6dwHTAIyVhE0cULJWKGGio6UJBlmZSfl5N3YD+2oWF4TZuG3s+PuHfeQWVjg89dd2MTGlpGDFFyDCApLIBTZrWq0JlEyTiFVqsqRc4x1oulVpiXRoG9q9JDIbUVXUeUUBcuJ713LKl2zLYed91oOjdMx45tsXdw4NShv4WgIRAIqqXBCRr/YmNrR2DkEJoNghO/z0eWJezcA+o6revGYLhso6P0pPomRWdzueLCxhHLVbat/1Y3aA0lLh56W2cad74dR5+Sppcpp3ags3fBNbBlreUqWcyo1BpUKhWxB9aSk3CWliOfQmtTfxsHeg8czb9OzTpnNwJuvxeHJs3LLDcpzkglP+oMHn0H11Watc7AYD+mRIRU+JgkWc8WUHB9XDpzmPSUBJ5+6qMaqb47d+4C8+cvZu3vm0hNScXDO4DHXl9CRGQfq88lqJiIyD4Vvt4LXr+PI3s2AWBnZ8fEiaOvPMfLhUWjuzNj7R6S8gorjJt/4jiyxYJTx85obG3R+wdQeO4scr/+qLTlD4EKTp4g78B+PCdMwimyY6nA4Ni5M7n794NG0yAqQAWChoxWq2XI4L6s/nEeeoMNfUfdK5aeCG49RFNQxTS4TwdZltl2OIFFa06SklmIjUcI7qEdSTu3F3vP+ttbQWBd1FodnqGdS6sScpOi0Du61ZqgkR1/mrObFuHk15Qmve/EwbMxLo0i6rWY8S//HoxrHRxxbFr+9XJs2hK75s1RqW+NnhrBLg680rNtpScpURdicPNuXLtJCcqQlV6y/KBZM+s2U83IyOTttz/l669/wMnFg3Y9R9Gu22CCw9ujFj1l6gX//u8ffPAO3njjOfT6slVjjV0c+HJ0d2b8voeLmXllHitOTSFz61/YhoahcXAAwGP4KBK/+oLExV/jNvA2VBoNUnExUnExxYkJZO/cgU2TUJwiyy5r8hgzFlNaGsmLv8H/8ZnoPDxqcKsFAsEHH7yOu7sbixbNYffGFbTsPIDQiI6ENI8s13hbILgpEU1BFdOgBI0zMVnM/+04Jy5mlLlf71DiAa+3Ex9wtyohfe4ESpaqqNQa1Neo5JsKcijOySAj6gCNOo+q9GS+OC8TncYWe88gNHpbDA7uqNVaEo/9hUdoJASVd99piKjUGvKjzpCyYRVBD8yqculJQ8ZOp+Hd/h2x01W8v2Rn53Lk8DFuf3BsLWcmuBrJYgZKrtpZk4emP83OnQcYfsdT9Bt1Dzp9zTQZFVw/j73xLV/OeYTdew6VEzP+xdvBlkWjuvPEun84lpwJQN6RQ6T8vAKtszMeo8eVjrUNaYL3HfeQunIF8fM+LRNHpdNhH9ESt0FDys2h0mrxvutuEj79hKSvvsRvxuNo7OysuKUCgeBqHB0dmDv3JSZOHMUnn3zJzm0/s/Gn+ahUKvwbNyOkRSRNWnQktGUn3DxFPxuB4FamQQgaadlFfL3hNH/urngdu52bHzo7Z+w9GtVyZoL6wr9X15NPbCXt3D5aj38JgKQT27Bz9cUhqBmyJAFyObEi8+JRLm3+loDOI8lLukDM7l+RJQu+bfpjcCp7Fe7Uqo9wC2pDUJextJ/8v9L7W415FrOx4pLnhorGwRFb/8AKy7JvFmb3bEewS+WNZTds2IzZbKZlx761mJXgv6QkXEKn16PXK2zcUg1nz0axdOkKdu/aT4vIfgwa/7BV4gqsj4OTK3YOzmiLi6oc52yjZ97wLjy38QC//7CC9N9X49C2HZ5jx6M2lBWq7MObY/fsCxjj41FpNKj0etR6PWp7e9S6yvcxjZ0dPvfdT/wnH5P05SJ87r2vtPJDIBDUDO3ateKbbz5GlmUuXYphz54D7Nq1n917drH99+8A8PD2J6RFR5q06EjbboNwcq1/LocCwbWikhW3Jqo2zs2OkjZPdYbRZOH7v85y17ub2bA/ttJxLo1a0GbCKzj5Na3F7AT1EdfGbQmIHFZ6O/PSEfLT44CShpiHvn6WgvQEorctJ27vagCc/JsS2HMCHs260GLMU5iL8shLjCIvJZr4/X+QfGwb+Skldn1N+t9FQPuhAFjMxRxf/R65KRdRa3To7ZxqeWtrBouxCHNuNjbefviMmoRKUTe4hscdrZrQP7jqqzoLF31PeNtuuHsLsbSuSE2MZsuqr7n7rok3VKFhMplYsWIVQ4ZMoXPnwSz97le6DprC2PtesGK2AmtjNhVz8sBWBg+uXlS01WkZqisk/Y81uPTph9ekaeXEjH9RabXYBAVhCAhA7+WF1sWlSjHjX3QeHvg+8CDmjAziP/sUyWS65m0SCATXjkqlIjg4iMmTx/Lpp2+xf98Gzp7dw7ffzmPi7YMwZV/kpy9e5dX7e7Hmuw8oKsirPqhAUJ+RrfijkNmzZ6NSqcr8hIeXN1+QZZkhQ4agUqn47bffrnnTzGYzmzZt4osvviA3t8RJMCEhgby863vf1stLr7Iss+1oIgv/OEly5s111VtQs9i6eGPr4l16u/mwx4ESlxG9vQuNuo/F4OSOnWcj1DoDABq9De5NO5a6nDTpfzeyLFOcl0n8vt8xG/PxjxyKvVcQKo2OE2s/wK1xW5wDmqO3c8aYk4ajV3Ctb2tNEfP956h0OgLvnVHjc+WfOI7G3h59s8Zl7pdluUYb70X6uPNYZPMqx6xatY4D+w/xyOyvaywPQdWcPbqbRW9Nx8vThSefvP4qipiYeO65dxYHDxwmvG037nv2M9p0uw3d5c8AQf0lKfY8xqJCWrduUeU4s9nM+vWbmT79GVp17EezKTM4lHmhRnLS+/qicXZBNhahUt+cgq9A0BDw9HRn+PDbGD68xP0oKyubDz5YwLx5n7Ljj++466mPaNG+Vx1nKRA0LCIiIti0aVPp7YouJn300fU3aY+Ojmbw4MHExMRgNBoZOHAgjo6OvP322xiNRhYsWHDNMeudoHEuLovPVx3n2OU+GVe/VIrtUWvBavVaxyidU2VRlpii/i4Kj7MUxVK4zyqJpciWTumc15CX1t4JjxbdAPCI6F5y/9WhrrqhQoXBwY3Wk14pGSdLl1VOGeeQ1uhcvbANDCEk8EEAzP+ZT6mlqUXBOOX2qNaJ5TF4JFpfbyzVnOtJOmX7fUWWrOasbKT8fHIO70eWJFydh5B/8DAuQwehUqlIW/ELxTFxFCckYhveFJ2nR0lZuI0tBn8/DIGBqG1tK56wmrQ87WyY06cD2ipORDZt2s7MWS/TttsgWnbsp2g7BdZl18YfWfbpC3Tv3oklSz7BxeXaeiQVFBRy6tRZjh07xccff0leoYWnP/iVkPD2NZSxoCawd3LF1cObO+98jEGD+tK8eShOTo4MGNCb0NBgLBYLL7/8NsuX/0ZmZiYt2vfivuc+Q2+wxV5vy47kExXGvV4rclmWSf99LcVJifg//jgqrUZRLJUCy2kAWUEvWsXfoQrGKbJ2BVQKbFTVGmXHLyoFVqtKLVS1CuZUK9zGhmzbqr4VbAyqwGKxsGfPAdas2cCq1RuRJAmVSkVRQW5dpyYQXD9Wbgqak5NT5m6DwYDBUP5gX6vV4uPjU2m4w4cP8/7777N//358fX2vOZ2ZM2cSGRnJkSNHcHd3L71/zJgxPPDAA9ccD+qRoJGRU8RX606xcX8s8q39uSyoh/y77MLeMxBbv5vbTUfn6o7KpmavXOds3U7BkWP4v/QsssWC8cIl8vcfwrFrJ7RubmjsHTClpILFQuGJU5i8PJHNZqT8AmSjEVQq3G8fi1P3btc0r1al4p0+kbjbli9DT05OZcOGLfz+xyY2bthCy459mDbzHWHRWAfIsszyz19m1KhBLFjwLrrLSwHi4xM5f/4irVo1x83NtcLnWiwWXnnlHb766nuMRiNqtZqQ5u2Z8eJ7ePnfPJVUtwquHr68OG8j29Ys4fjBbWzZvo+CvBxeemkub7zxLN26dWL+/G/oNWwa3QZOJDCsVel7totXOHZaA3/GH7zh0z1zVhZFFy6Qd/QoBceO4T5mDIaAhmsVLxA0dCRJYvv23axatZ61azeRlpaGq4c3bboNYXL3IYS26CjcqgQNGyvbtjZqVHb59Kuvvsrs2bPLDT937hx+fn7Y2NjQtWtX5syZQ2BgIAAFBQVMmTKFefPmVSl6VMXff//Nrl27yruWNW5MfHz8dcWsc0Gj2GTh5x0X+GHTWQqNlrpORyC4pZFlmcRfvkPjYI/vtHtrbB7Hbl1w7tenpCGfRoNteFMCXn2+9HHX4YNx6t2dzN/Xk7f7H1QqFe4Tb8c2rCmm1DSy/9xExqo1qNRqdN7e6AMCUCtoGPl/nVrSxtutzH27d+/n1VffZd++g6jVapo078CUx96i++DJqEU5ea1TbCziwPY1mIqNtGvXCq1Wy5o1G5gz51NOnToDlKylnjnzQV58cVZpKWRubh4Gg56lS39i/vxvGDp5Jq069ce7URNsbOu/nbKgcuwdXRg6ZSZDp8wEwFRcxOpv3+eFF96iZcuStb2d+40lqGl5l6nWbsHYaPT8HvsPFllhaeZVmDMzSV2xgsKzZwHQeXnhOXkyjpGRN7BFAoHgRoiNTeDRR5/j77934+nTiLa9xtCu+xAaN2snvrcFgkqIjY3FyelKv7+KqjM6d+7M4sWLadasGYmJibz22mv07NmT48eP4+joyBNPPEG3bt0YNWrUdechSRIWS/lz/ri4OBwdK2/UXxV1JmjIsszfxxP5Yt0pEjMKUJtFWYZAUNeoVCq8R05Awqy4j4Usy5jS0tDY2qJxcCD3wAEyN24g4In/o/DcWWzaNEd1lS1q/qEj6Hy80ThV/aGlcXTEY9J4HLt3I2PlKpLnL8K2RXNcB9+G++1jMcbHk/bjTyWD1Wr0/v7YNA7EEBiEISgIrbt7mfyHhPgzsXnj0ttZWdnMnv0uS5b8SHCzttz95IdERPbBwdkNQe1jMZsoLMjjt2/msnPDcqCkambYsKns3r2PlpF9uP+5x/Fr3JRDO9fzyScfsnnzDjp2bMvRo6fYv/8QWq0Wk8lEp76jGT7tiTreIkFNodPbMO6+F/FvHM6S9/8PgIyUBEKad6hwfFNnf2w03fktejfF0n8XCFaOKSOdhM8+BbUar6lTsQ0LQ3OdB1sCgcA6rFixiiefeg29jQOPvb6EFh16i0pKwc2JlSs0nJycyggaFTFkyBXb8tatW9O5c2eCgoJYsWIFnp6ebN68mUOHDt1QOrfddhsfffQRCxcuBErOPfLy8nj11VcZOnTodcVUybJ1F3hkZZ2vdsy5+Gw+X3uCIxfTS+9TImioFTYTVxJLU6wwlknB+kyTwvWZCsapi61XpSLrlKnUFgXjZJ2yLwuLgnGSwlhKxkkKJTkleSkV1RTl1YB7aACk791K4YUofKfdU6bpXeGF85hzc9G5u1Ocm4FD6zbIZjMXX3oB9+EjcO7Rk+KUFPIO7MemSSjJ33yFY6/uGC9cwvf/SpqMJrz3MTpPDzzvmqosGUpEk4LDR8lc9TvmjAy0rq64jR6JXUQLipOSMV6KxhgdTd6BgyBdec82fu9dVGo1oS6OLBneE1udlri4RBYsWMKSpSuQJBh51zP0HDJVlKbWIT8vfJ2dG5dTVJBPYFgrYs4dK30sLKIjA29/mFad+5d5zrlje/nrt69ITbiAd0AoLTr05tev36IgL4dXFmzCNzCstjdDUAdEndjHb4vf5u6nPqzWjSi5MJOfL+6k0GKstneEOSeHxPnzkAG/xx5DW4WQYc2eVkoOXmWtsu8qJeNkncK+Fwp6Jqm1yo5f1Nrq59QqGAOg11UvUIkeGtfGn11rrjrzRtm//zC33TaByF4jmPTo/7BzuLbeSgLBv0wfEljXKVRKTk4Ozs7ONHr/DdQVLJG+VqTCImKffJns7OxqBY2K6NixIwMGDKCwsJBPPvmkTBWUxWJBrVbTs2dPtm7dqiheXFwcgwYNQpZlzp07R2RkJOfOncPDw4Pt27fj5eV1zTnWqqCRkWvk642nWbc/plyfDCFoXB4jBI1rGicEjavGWVHQyL1wEmN8PG79BmLOziJ903o8Bg0na9d2Cs6exrZJKAXnzxDwf08BUBQdjd7Lq1yjTlNaGsX5GRSeOoPr8CGoNBpkSbp+ZwCTRNGFi+Rs207BiZO4jx2NbYvmaOztUdvYkPz1YgqOlpwMO/fpg8ug27CVLLzTrRUFySn89NNqfvttHTZ2DnQfPIV+o+7B2c27mkkFNUlRYT5PTWiNxVJyYjJh+mx6DbuDpNgodDr9NfW9MBUXodHqRcmxoFIyjbn8dHEH2Zb8Ch+XzWYyN/9Fzt/bUel0+M2Yge6qpmUVPkcIGoAQNK4VIWhcGyaTiT59xpJfrOXpD1eh0dT5qnlBA6ZBCBrvWVHQeOr6BI28vDwCAwOZPXs2EyZMIC0trczjrVq14uOPP2bEiBEEBys/XjObzSxfvpyjR4+Sl5dH+/btmTp1KraVNfyvhlr5NCg2W1i58yLfbT5HgVF5uadAIKgb7Ju1wL5ZiU1i4aWL5J86gVP7TrjfNhS3freVOJMMH1Y63iao4kapOg8PNP7u2Da9crX8RmwOVRoNtmGh2DQJIf3nlaT/8iv88mvJXL4+2DQJQevhgTktjeytW8m+rBaPvPx8b//GjL3/ZbrdNkH0Vagn2Nja89DLC9m6Zgm29o70GnYHGo0W/8bNrjmWTn/jX/yCmxtXgyNTmvThp+gdpBmzyz2evnY1OTt34tSzF679+6NxdKiDLAUCwX+ZP38xp0+f5ZkPVwsxQ3BrYGWXEyU89dRTjBgxgqCgIBISEnj11VfRaDRMnjwZT0/PChuBBgYGXpOYASVOKtOmTbum51QZz2qRKmHH8UQWrD1JYkYBULnLpkqBsK/UalWtQDNRYu2qdE7Ftq1KLGAV5iVrFFRVKF1TqMRqVbHFnRL/OmWhFFnAXqf1XkVYDEorR6wzRuk4i4LKCwBZwbtZcayrrsbZtW9JUIdWqDQaJGQwaAANsk5GVnJVqJKX1XgphuLEJDQO9qjt7NE42KNxdKxajb58RUulUeExcRxOfXpiycrCkptH7j/7yd25G7dRIzE0DsKckUGYvS9tvZpjsLPHxc0bT7/GYq1tPaRVp/606tS/+oECgRVw0NkyObg3K2N2El+YXuYxzeWrV06dOqFxKCtmWPLyKDx3DvvWrVFdvUTNmh8pCqoJlFqtosBqVaXYRt16sdRKLGAVWLuWjKs+ll5jvcpXa1ZxWLNCQylK8h+2b5GiWL93vD57xevBZDIxd+6ntO85nKCwVrU2r0BwqxEXF8fkyZNJT0/H09OTHj16sGfPHjw9Pa02x9KlS6t8/M4777zmmDUuaLy6dH9NTyEQCGoQlbZmPibSV6ykODau3P06P19sm4ZiExaKTWhIuWUsV6P39gLvkrV29u3bkrb8ZzJ+W0WjV1+hWfOOjA/oiVoIGAKB4D/YaPSMD+rJmri9ROUllt7v3Ks3+YcPk/ztt7gNHYJUXIwlNxdjdDT5R48CEPDss+ivY42vQCC4PnQ6HaNGD2blynXEXThJQEiLuk5JIKhxVLIiLVlRHKUsX778mmJfT+eKmTNnlrltMpkoKChAr9djZ2dXPwUNgUAgqAi7Ni0pjo3DoXsXnHr1QMrLx5yRQdH5C+QfOUbO1r9BpUIfGIChUQBScTH2rVth1zKiwiqL4sQkjNHRaFxdcXH3ZoRvZyFmCASCStGptYxq1JUNCQc4kR0NgFqnw2vqNBI+n0fy4sUAqPT6K0vl1Gp0Hh51lLFAcOvywfuvc/zYGRa++RDPf/oHtnbCcUhwk2Nll5P6QmZmZrn7zp07x8MPP8zTTz99XTGFoCEQCGodS0EB+QcOoXFxxnX4EDT2//azaIJD547Isow5PYOis+cpOneeoqgLgIr8fw6g9XDHoVNH7CKao/f1QTabydmxi8zf16P38cbvwQcY498NO215f22BQCC4Go1KzRC/SOy0BvalnwVA7+ND4EsvIxUVodJqyNy0iZwdO9B5eeE5YcIN9QESCATXh62tDd9++ykdOw1m5/rlDBhbe0teBAJBzRIWFsbcuXOZNm0ap0+fvubnC0FDIBDUOjlb/8acnonv0zPRONiXU49VKhU6D3d0Hu44dutcer/x/EVy9+wle9NfZP2xHpVOi2yRQJZx7tsb12GDuc23E762brW8RQKBoKGiUqlo6xpSKmgAqPV61Ho9OXv3kLN9O/bt2uE1aVKNLcETCATV07hxIGPGDGXLmsX0HXWPaA4qENxEaLVaEhISru+5Vs5FIBAIqiV/737sO7ZH73Ntlqk2TYKxaRKM+/hxFMfFYYyJRaXXYxvaBJ2XJy0dg2jrHFJDWQsEgpuV6PwUACSTCamoCI29PeasLPIOHQJALi4WYoZAUA945OG7+WnFKo7s3kj7HkPrOh2BoMZQYaUeGjcewqqsXr26zG1ZlklMTOSzzz6je/fu1xVTfDsLBIJaxZKbhzkjE9tmYdUPrgS1XodNSDA2IVdsorz0zgz0ai9cTAQCgSIkSSI57jxRJw+wbf96ks+dwJSaCoDOywtLTg4qgwHPKVOwb9myjrMVCAQAbdu2pEuXjmxd9bUQNASCBsjo0aPL3FapVHh6etKvXz/ef//964p5Q4JG28c+rHaM2oq2mortPq25vFVRXgoTU2q1pgBZwQur9HWQNUpiKdtGJXPW11jWtFpVGkuJjaoSO1bFsXTK9kFJwThZgfVeycCy/yNjYomjgM7fr/QhpR8Tlc1oUOsY5dcNnVpotAKBoGIsFjPnj/9D1Il9XDh9gEtnDpOfm41arcbg54dtWBjOffuitrEh79AhpOJivO68E5vGQUAVfdUUHScotGRX8r2tqX4IKPuMVmkU2qMqGKdkDIBGgSWrTqvMalWnrn6czoq2rUqxpiWrNa1iFc2nsIPg6AMLqh3zW4fpN5pOhTz66N3cccejRJ89SlDT1jUyh0BQ58iqcsfQ1x2nHiFJyr4rrgVx9C8QCGoVc3oGAFpPd6vFHOHdGVedg9XiCQSCm4diYxFrvnuffVt+JTsjFSdnJzpGtmXUjLvp1Kk9LiHB3PvnvjLPcWjTBqh3x4ECgQAYMqQ/gYGN2PDT5zz4YvXCikDQILlJXU5qAiFoCASCWkU2mcCKLgHdXP+fvfsOb6ps4zj+PdlJ996UvffeiCwXigMUFRXFvffer/q+7r0HKioyFHELDhQHIsoG2aN00L0zT94/itXKyANNm1Luz3X1giYnz7mTtsnJnec8v060CUsJ2nhCiObD5/Py2n8vZ8OKxUydegYTJ55Ijx5dMPzjOejdNVtCWKEQ4mAZjUZuvfUqLr30Rjas/Jn23QeFuiQhxAFcd911yts+/vjjBz2+NDSEEI3KmpkBuo7zz03YO7Wv11itHEkMie0SpMqEEM3ND5/NYOWShcya9SpjxozY5za/5RQ0clVCiPqaNOlEXn3tXWa/dA83P/kxJrPCebdCHE6a0QyNP/YssB3Ioa6DJw0NIUSjsmS2wJKeRsEbbxM/9WzsnToc0jiRJgfjkwZgkEVAhRD7kdGmZjHP/R0keXVdGhpCHIYMBgOPPnIXY8edzgv3XsBFd7yE1eYIdVlCiH349ttvG3T8YC6fKYQQAWmaRtJVl2Bpmcnu519l9wuvUf7jL3hLy/D71drIRs3AhORB2I3WBq5WCHE4a92pDy3aduWVV2fs8/p1BaVUeryNXJUQIhh69uzKnNmvsv3PZTxzx9lUlpeEuiQhgkbzB++ruZMZGkKIRmdw2Em85HwqFv9M5e8rKHx/LsycAyYTxvAwjOFhGMLDMYaFYQgPI2LIQCwpybW3HxPfixRbbAjvgRDicKBpGumtu5CTs2af1y+V2RlCHNaGDx/E/Plvcdpp03ji5klccf/bRMclhbosIeqvGZ1y8m+//fYbs2bNYseOHbjd7jrXffDBBwc9Xr0aGn6F6DDFD1zRVZYSVx1MYSwtmIkxqr8oKnWZ1CbN+E0KUasKcayq26mOpSv8RunKkXPB2UZ1O9W6VLZTeRxAsS7lsRSiVk2K0YGqkawq9tMa1owaESMGEzFiMHpZFc6Nm/CVluGrrESvqMRXUYm3tBTXsj/QjEZiTx5fe9tWjuR9jimEEP+Wn72V7h1a7vO6pdn5B75xkM5oU01LUXmO9pvUDmA0hbEMimOpbGdUjG1ViWS1KEatWhTGaqoRqqrxqMEUzMeiKenduzuff/4uJ59yPo/fdBpX/mcGCSmZoS5LCLEPM2fO5JxzzmHcuHF89dVXjB07lg0bNpCXl8fJJ598SGPKKSdCiJAzhocR1qsHkUcNI+b4Y4g7/VQSLziH8AF9AXB07Vxn+yynfKoqhFCze9cW2rZttdflLq+PFbuLQlCRECLYOnRoy5dfzCTCYeTxG08ja+u6UJckRP34g/jVhDz44IM88cQTfPzxx1gsFp566inWr1/PpEmTaNGixSGNKQ0NIUSTVfHLUuxdOmFr16bO5buchSGqSAhxOKmqKKW0uGCfDY2V+cW4fMGcrimECKWMjFS++Pw9WqQn8MTNk9i8ZmmoSxLikDXXNTQ2b97M8ccfD4DFYqGyshJN07j22mt5+eWXD2lMaWgIIZosvdqJMSJ8r8t3yQwNIYSCvKwtALRr13qv65Zmy/OIEM1NQkIcH3/8Nj27d+TpO85m9dKGTVcQQhycmJgYysvLAUhLS2P16tUAlJSUUFVVdUhjSkNDCNFk2Tt3pOK3P6he92edBJTdrhLcuiQTCCEOLG9XTUOjTZuWe123NCfA+hlCiMNSZGQEc+a8xtEjh/DifdNY+t1HoS5JiIPn14L31QT81bgYPnw4CxYsAGDixIlcffXVXHjhhUyePJlRo0Yd0tjS0BBCNFnRx47FmpFO3vOvkPvEs/gqazq3fiBbTjsRQgRQWphHWHg4YWGOOpdXerysyS8JTVFCiAZnt9t4++1nOW3ieN545Gq++eiNUJckxMFpZmtodO/enQEDBtCtWzcmTpwIwO233851111HXl4ep556Kq+99tohjS2xrUKIJstgMRM5chj5O3biLSrG7/t7VsYuZyEtHRLNJoTYv5TM9lRWVLBz5y5atEivvfz33EJ8qslpQojDkslk4vnn/ktCfCzPPnsPxQXZnDz1VgwG+TxXiMa2aNEi3njjDR566CEeeOABTj31VKZNm8Ytt9xS77Hr1dBQjblUonJcoTxlJvBgmnKGWpC2ATR/4CdQXXF9Ml0hRlU3K0atBjU6VCUCVm0slfuoPJZC/coRsMEcK5jRtCp1qb6GN/L0tP3tzu/3Uzh7HrYO7Ug47yyMNnvtdVnVcv67EOLAWnboCcBvv62o09D4NSdf7WlOaZvABwG6Qy2GVIVKHCuAphCjqhrbalLYTiWOVXU7lThWAJvJE3Abj+LBamPHqDbVOFlVehOZxh6IwWDg/vtvIT09hVtvfYCSglzOue5RzGZrqEsT4oCCtaBnU1kUdNiwYQwbNoxnnnmGWbNmMX36dEaMGEHbtm254IILOPfcc0lOTj6ksaVFKYRosnylZejl5UQMGYDBYa9zXbarEF0+YRVCHEBkdDwZbTpzx53/Y9Wqv2Mcl+ZIQ1SII8nFF5/L9OlPs/KXL3nurvOoqigNdUlCHJHCwsKYOnUqixYtYsOGDUycOJHnnnuOFi1acOKJJx7SmNLQEEI0Wd7dNYv2mZP2PrXErXspcMsBiRDiwC67ZzoWRxzHHjuZ2bPnk11YwoaislCXJYRoZCeeeAwffvAGudvX8PhNEykuyAl1SULsXzNbQ2Nf2rZty2233cYdd9xBREQEn3766SGNI2toCCGaLIOjZiE/3enc5/W7nIUkWqMbsSIhxOEmOi6Jax+ezfRHruGii67HZDZjyszE2qIFmtkEmgE00DQNNG3PAaCfyOHDMNhlWro4MrmLq9DdXkwRNox2c83fR5AVF5ewfPlqli9fwx9/rGJnVg4J8TEkJyeSmBhP166dOP740ZjN5qDtc/Dgfnz5xUxOPfUCHr3+ZC6/7y1SM9sHbXwhgiZIp5w01YbG999/z+uvv87cuXMxGAxMmjSJCy644JDGkoaGEKLJMkZFAOAr3fdMjKzqAnpFtWnMkoQQhyGrzcFFd7xE7s6NzFs0k00rf6bi999rFq7y+2tiof1+9MrK2tvYO3fCmpEWwqqFaDx+v5+ytTns+mQVRUu34S6qqr1OMxowRdowR9hIGNaWlmf1R7NaDmr80tKyPc2L1fzxx2r+WL6GHdt3AGB3hJPRtivxyR3JKytm886NlBb9SOHuF0hJTeGiC8/ivPPOIDo6Kij3tUOHtixYMIvTJk7jsRtP5eI7X6F9t4FBGVsIsX/Z2dlMnz6d6dOns2nTJgYPHszTTz/NpEmTCAsLO+RxpaEhhGiyDGFhYDTiK9339PBdEt0qhFCkaRopLdpjHtyfpH6day/3+3xUrV5N2eIfcW7ejDEykvjTT8eaJs0M0fx5K1zkLlzHrk9WUbmlAEtcGLbkKCI7paAZNTwl1ZgibFjjw9HdXnbMWkbuV2vJnDIIU7iV6qxiqrNL0D17L+R6YcxGnE4Xq9dsYNvWbQDYHGGkZLQjOqUDLToPJTI6HpPFSmlhHkaTmW79R9Ou20DCIqLYtXU933z0Gg88+DTPPTed119/gmHDgtN4SElJ4vPP3mXKlCt45o4pnHf9E/QZfkJQxhYiKIJ1ukgTmaFx7LHHsnDhQuLj4znnnHM4//zz6dChQ1DGloaGEKLJ0gwGjJERePfT0Cj1VlLhrSbcZN/n9UII8U9lniqK3RW16SV+n4/db75J1eo1WFu1ImHK2YR164ZmksMj0bx5Sqv5/ZpZVG4vQjNoRLRPwmA14a1wUVa4Z22JPadi+fWad0Rx/VvS7rIRFC3dxobHFwBgCrdiT4vGaKs5LcTn9uLKr8BdUMEc1tfZp9lixWQys/XP5XUuj4qKIjU1mYqKSr6Z9xoms4ULbn6GnoOPYco1jzB+yg28+dg1TJhwLnfddT1XXXVhUE6BiYyMYPbsV7j8ilt59b+XU1KYy6iTp9V7XCGCopk1NMxmM3PmzOGEE07AaAxmVGo9GxpKMZGKY+kKG6qeR6Qr5KxpqukISpupPalqCndSU4gqBfCbVCJNFcdSiYBV2B8oRsAq16UwlmqcrMLytyq/zxDkqFWVsRQj+vzGwNsdJilrdRijov6eobGP+rOchXQMT9/7CiGE+JcdVbtrngc1cO3Ywe63ZuAtKiLx/PMI69Zt7xuoRLJaFV7bzYqZ7ApP0ipxrKAWyWpUjG1ViVpVjW21GBViW41epbFU4kpV41gP5xjVQ9lfdVYRlduLam5vMVGxJR9zlJ2Mk3sQ1y8TR0YsBosRdD/VuWWUrNzFzg+Xs+Gpb3BkxND20hGkjO2EOcqOz+0l98u17Ji9jOqskjr7MUXYsCREYomPwBIfgTUhgqSEiNrvLQkRfDX8strtt2/fyV13Pcxr/7uSS+9+jc69hxMdl8SV98/g4xmPcc89j/Drr8t5/vn/EbXntNT6sFgsvPTiI6SlJvPUU/dTnJ/NKdPuwGCQ3AQhgmn+/PkNNrZ8BCGEaNJMMVG1aSf7sstZIA0NIYSS7ZW78fv9lP/8C4UffIg1LY3EqefK6SXiiBPdNZWjF1xJ8R9ZbHlrCc7cUvo8fiqO9Ji6Gxo1HGnRONKiSTmmM6Wrs9n+/jI2vbCI3AXrCG8VR9Gy7biLq0gc0Z6WZw/AlhCBNSEcX1Rs7cwNVZmZGbzyymOcPeVyXrxvGhfc8hw9Bo7BYDRy0rk30bJDL956/DqOGnkKb7/1DF27dqz3Y2EwGLjnnhtJS0vh5pvvo6Qoj3OvfxyzWRYFFqGjBWlR0Ebur4aEtB+FEE2avXNHXFu34y0u2ef1so6GEEKF3+9na0kWBe/NpHD2HCIGDSTlysulmSGOWAaTkbh+mfR9eiJD3jt/72bGv2iaRnS3NHr850R6PnIKtqQIKncUkTSyAwPeOJeudx1PytjOxPTKwJEec9DNjL9YLBbefutZjhl3FC8/cDFLvv6g9roeA8dwy1Of4NMcjBkzkZkz5x3SPvblwgvP5q23nmX1kgU8e+c5VJZLNLwQhwNpaAghmjRHr+5oNitl3yza5/V5rmI8utr0ZCHEkWvTjnVsfOxhKlesIOHsM4k/9RRZK0MIahoVBtPBndMe2yeT7vefSL8XzqTd5UcR1iI2qDVZrVbeeOMpzpx8CtMfu5Zv5r1ee11CSiY3PPYhvYaO59JLb+S66+7C5XIFZb8nnDCWefPeZPeO9Txx82kU5WcHZVwhRMORhoYQokkz2GxEjTqK8kU/UrZoMbrbXed6HT85ruIQVSeEOBzkZm3mpdumoHs8pF59NeF9+oS6JCFEAEajkaeffoArr5zG7Jfv5eMZj9dELAMWq40p1z7CWVf9l7dnzGX06EksWLCo9vr98fv9LF++mrvvfpjTT7+QsWNP56ab7uOzzxbi9dZ8ODJwYB++/HImmq+SR68/mdyszQ1+X4XYiz+IX82cfDQhhGjyIseMxFtUTNHcjyj59EvCBvQl+tgxGB0OoGYdjRb2hBBXKYRoinJ3buKpWydjDrMSd+GFGCPqv5CgEKJxaJrGfffdTGxsNPfe+yhVFaVMvOhuDAYDmqYx9JjJZLTpyuyX7mbSpGmkpaVx3HFH07t3dzp1akdMTDRWq4Xt27NYsmQZ7773IevXbSAqJp4W7bpjdaQz/7MfeOWVt0lPT+Pii6cwZcpE2rdvw4KvZnHssWfywav/4bJ73gj1QyGOMLKGhjppaAghmjzNaCTuzIlEjTma8h9/oXzxz3gLi0i88Dw0TZN1NIQQ+5SzYwNP3XYmyQnRmKaeR5XFFuqShBCH4JprLiY6OorrrruL4t3ZjDjhHNp1G4DJbCGzXTeuf2Qum1b/yrIfPmHeJ9/xyitv7zWG2WKlx8CxXH7GbXTqPQyj8e+3Qds3ruLbj17n3nsf46GHnmbUqGH07t2NKVNO4/77H2Pn5jVktOnSmHdZCKGoXg0NpchMxa6QyrkvKtGuAAaF7VTHUopQU4yA9fsUolaVo0MVolYV41FVfo5BjSENwVjBvI/BHUshalX1tFaFH/fh3qU1x8cRe9Lx2FplsvuV6ZR99wORI4ayy1mA3+8PSi69EKJ52LXtT565/UxSk+N4bPqzXP7jyr+vVHyqUIkixxF4DR+DYtSqXw9cmEExylslktWkWJdKJKtKHCuAVSGS1WYK3rpIehDzyhs7jjXY+1QZS/XxUtku2I/XeeedQWxsNLfd9l+evuNsHGERdO47ksFjT6dTr6G06zaAdt0GAFBdWUberq1UVZTicTmJS0onMa01Fuu+m5qZ7bpx3g1PcPL5t/DD5++xYdUvLPj6BZxVlQAs/OBlpt74VFDvjxABHebH7Y2lXg2N1gmxbMkvClYtQgihxNG9KxHDBlP8wXzKf/iJiMED2HhMO9pnyqcnQgjYtXU9T99+JulpCcz/6E0+zZZjFSGagxNPPIbx48exevU6Pvvsa+bP/4qnbz+LESecwykX3F7bsLCHRdKyfY+DHj8qNokTzroGAGd1JbedM4DqynK8HveBbyiECJl6LQp6xehBwapDCCEOSuzEk0m+5nKsmRkUf/oFT1x6HPdeNJKP3nxYViUX4giWn7Odp26bTIv0JD6e/xZxcbH8mlMQ6rKEEEGiaRrdunXm5puvZPHi+Tz88N38suB9/nfNeNb89h26rjbzKJCVvyygurIcgAGjTg3KmEIok0VBldVrhsbYLu3omJLA+pz8YNUjhBBKNE3D1qYVtjatiDv9VLqVlhCzbTvzPnqLr+a8yMSL7uKo8eeFukwhRCPyety8+tBlxMVE8NFH04mNjcHj0/kjT9bZEaI50jSNCy88m6FDB3D5Fbfy7F3nEhkdR3R8MuFR8cQnZ9Cp13B6DBp7UKelFuZl8cYjVwMQHZtIl75HNdA9EGLfZFFQdfWaoWEwaFw1ZnCwahFCiENisNkob9uGZ555kLVrvuf8qZOZ9eI97Ni0KtSlCSEa0ZZ1y9ixaTXPP/9fYmNjAFhdUEy1V219ByHE4alTp3Z8vXA2n376LpdefCajhnWndYqFXX/+xEv/uYiX/3MxleWlyuPddcFwAOxhEUy59tE6C4gKIZqWev91jujQih4ZKazYmROMeoQQ4pDsKK+kyOkiNiKchx66ne8W/cyXs57nwtteCHVpQohGUl5SMxMjPT219rKlcrqJEEcETdMYPLgfgwf3q3P5Z599zWWX38x/rz6eC25+lpYdegYc6/gzr8br9XDc5KswmS0NVLEQBxCs00WOgBka9W5oaJrGVWMHc/6bc/d5vWIAiNJ2SqkqoPiDU5x2plCYprgitKbwAZHmU3vAVFZeD25iitpYKskqqj9HlXQP1bqUxlKtS2FeUzDvo994BDwTBcmK/CJGZqRgMpk4ZtxRvD/nq1CXJIRoRJ16D8NitfHkky/x2GP3AtSsn/HvlybVObgOhXQPhyfgNrpCyhmAXw/8AmM0q802MSmkjqikl4BagonNFPhxALAqJJjYFJJQANy+wC+ijZ0SEoqxlPepcICsKx4fB7P+UT+/EXCbrwdNPeTxjztuFN8v+oip51/DYzeexknn3czIE8/DaDLv/zZnXn3I+xMiGOSUE3X1OuXkL4PatGBAq4xgDCWEEIdsxZ7UJa/Xy+IflxKbmB7iioQQjckRHsUpF9zO66+/ywcffEq118tKSWMT4ojXokUan3/2DhddNIW5r/6Hey8+msVfvCfpJUI0A0FpaABcdbQkngghQmt5fhFut5upU69m1cq1HH/WtaEuSQjRyIYfP4W+I07kqqtu55Nf/sCrHwEfTwkhArJYLDzwwK18//18BvXrzLvP3Mo9Fx3Fok/ewuN2hro8IeqSlBNlQWto9M5MY1i7lsEaTgghDtrawhJuuuU/fPnVIi664yXadRsQ6pKEEI1M0zTOuvIhIuNSuP3KW9Hd8gmsEOJv3bp14s03n+HHHz/lqKG9mPXi3dw9bTjfzHsdt0saG6KJCEFD45577kHTtDpfHTt2BKCoqIgrr7ySDh06YLfbadGiBVdddRWlpeqL7TaUoDU0AK4eJYknQojQqcrbzZtvvMf4KdfTfcDova63WwxEOYyYFdZ6EUIcvmyOcKbd+gKF2TkUzp6LX3VBLyHEEaNTp3a8+uoT/PLL54wdPZgPXvsPd10wlK/mvEhRfnaoyxMiJLp06UJOTk7t1+LFiwHIzs4mOzubRx99lNWrVzN9+nS++OILLrjgghBXHIRFQf+pS2oSR7VN5rtNucEcVggh9svv96NpGn6fj/w33iYqJZ2jTjxvr+1MRo0x3Tw4LD7+2B7On9nyqW1zVlxdzoyVC7GazNgMZqxGC1aTGavRjMVkrrn8r8tqL/97G6vJjMmguOqwaJJi01sSe9qpFLz7HrY2rYgYODDUJQkhmqB27Vrz4gsPc/NNl/PEEy/z3luP8OHrD5GQnEF8SiaZ7XvQrf8oWnfqE+pSxREkVIuCmkwmkpOT97q8a9euzJ37dwhImzZteOCBBzj77LPxer2YTKGLNg76ni8c3JFFm3KPhNN1hBAh4Nd1qlatoWLJb7i378BXWYUpNgZTdBTurGx63nE/ZrN1r9t5fX4+W24iNtxKfpk0M5q7bSW5+Pw6VR4X1bpL6Tb/TjAyGYy1zY3af02Wf1327+/3NE+MZoyGoE6CFAdpZ1U+Ef364tq6jcK5H2LJyMCalhbqsoQQTVSrVpk8/fQD3HvvjXz//c8sW7aSzVu288uC9/ji/ecYPPZ0Tr/kXiw2e6hLFeKglZWV1fnearVite59vLxx40ZSU1Ox2WwMGjSIhx56iBYtWuxzzNLSUiIjI0PazIAGaGi0jo9gTOc0vvxzFwDKa3EpbKd6aKgys1R19qmuEMmqKd5JTeHRNngVo92UolbVxlKKgFUcSy2GVGkoFNLrlMcKZl1BjVpV2U66g3UUz/uEsm+/B8CcnETE8KFULV+Jc+Nmoo8/horkqNpZG//m9fnZXaoWBygOb9tK8/6O6lQ9w+hf23n9PrxeH5Ve53632R+/AcwGY21zo7bhYfy7EWIz/qspYjTX2dagSUOkPrZX7wYNYk85CdfOneye/iap112L0WFHt+tKYxgVIllV4lF9ij9Lv8LxhMr+QC2SVSWOFcCiELWqEscKapGsqpGgKtsFcyxVKvGowaRau8oxbTAfB+0wzYuMiYnmpJOO5aSTjgVA13VmzJjD9TfcQ3R8MuPPvi7EFYojQrAW9NwzRkZG3UTSu+++m3vuuafOZQMGDGD69Ol06NCBnJwc7r33XoYNG8bq1auJiIios21BQQH3338/F110URCKrJ8GaadMG9iBhRuy8ck5q0KIIIsYPBBvcQmenFw8uXmUfP4VlpRkHD27EzXmaKp0F8WeCmItEYEHE82Sx+clqyw/1GXg0X149GoqPNWHdHuLwYTV9NcpMv9qehj/ccrMP7/f83+L0YxhH029I8n2qprfAYPZTOJ555D96OMUvDeTxPPPC21hQojDisFg4JxzJrF48RKW/vatNDRE4whyQ2Pnzp1ERkbWXryv2RnHHnts7f+7d+/OgAEDyMzMZNasWXXWyigrK+P444+nc+fOezVFQqFBGhoZ0WEc3zmD+Wt2NMTwQogjmDkpkcTzzwHAU1BI9dr1VK9dR9XylVT+sYLwvr3Y5SyUhsYRLKs8H59f7RP4f/L7dfTqatA0DDb7Pmf5NCa37sXt9uL3KjRE9lHqvxsg/54NUjNDxPKvJknNZRaDKeT3vz4qvNXk5W2n9JvvcOfmYrBYsLTIoGrVasq++56I44eGukQhxGFm+PCBzJ49n/dfvJsBI0+mZYeeoS5JCGWRkZF1GhoqoqOjad++PZs2baq9rLy8nGOOOYaIiAg+/PBDzGZzsEs9aA12wsv5/dvx+fosvN6DP6gUQggV5vg4zMOHEDl8CDlPPUfFL78S1qcnWc4CukW2DHV5IkS2leQF3Mbv9+MpLcaZvRNn9g6cOVk4c3ai74ns04xGjOGRmCL2fIVHYnSEo5nN2FIzcLRsg9bE18hw+Ty4fHVPmfj3OiH74tdq+iO1jQ6D5R/Njr++LNhMZqyGf15uqf3eHKKGiO7zkbV1LR99+AI7F32OwW7D3q4dvupqnBs2AlD00XzMHdKxtW3Z6PUJIQ5fEyeeyKpV6/n4ky/5bv50UjPbMfHie+nYc0ioSxPNUKgWBf2niooKNm/ezJQpU4CamRnjxo3DarUyf/58bDZb/QsMggZraCRHOpjQNZM5y7Y21C6EEKJWxMD+FLzzPqVfLmTX+FNCXY4IoW0leydtecpKapoW2Ttx5uzAmZ2Fr7oSAFNkNLaUDGKHHI0lLgH8frwV5Xgrymq+ysuo2r4FX1Ulfo8b3eXEGB5BROceRPXqjy0lvbHvYoPzA06fB6fPA1TteyPD/o+SNDRsfyXK/LMhYvjH6TGGuqfJ2P7RPDFrxgM2RHRdZ9uff7B66bcUF+RQXpJPeUkB+dnbqa6qwBETTez444kYPAjDnmm1VevWk//2DPSqagpefJuUu67FGBlej0dJCHEksVqt/O9/d/Lgg7cxa9ZHXHbZzTx125k8NmsljvCoUJcnmpsgn3Ki4oYbbmD8+PFkZmaSnZ3N3XffjdFoZPLkyZSVlTF27FiqqqqYMWMGZWVltQuNJiQkYDSGLhmuQZckPbdfWz5esR2XzNIQQjSw6j9rPn31VVSy68+VbKxOIiIskoSUTIzG0K6+LBpPsbOcUldNo8JTUkTxL4soX7MCb0XNi64xLAJbagYx/YZiS83AlpKOKbxmCqbS7AX8OHftoHz1csrXLKfk18UkjDuJ2EEjGuw+HY78+Kn2uanS3UBl4BsY/v2t9nezw1B3BojB6eKnpx8g78/VRERHk9oincSkeDp26ETLFqMZMrAvj2QXk+uqOzvF0akjSRddSM6TT+MrK6fgtfdIvPqCJj/TRgjRtBiNRk47bTw//fQbM2bM5r9Xn8Dl975JUnrrUJcmRL1kZWUxefJkCgsLSUhIYOjQofzyyy8kJCTw3XffsWTJEgDatm1b53Zbt26lZcuWIai4hub3B3flzpKSTXW+f3bRWt75bXPA2xkCLySOQTGcQGU7lf0BaApjGd1qD6HKdian4krVpsBTeX0WxZQThfd6ujmYYykNpZS+olsUx1LYp/JYKvfRovZz9JsDb6ewKPkRye/34/xzI5XLV+LcuAlvfsE+t4uNT2bkhGmMPuXCRq5QhMIfuRtZtH0lAFtfeBhPYQEx/YZiz2iFLTUDU0TUfj/5V2lo/HOtCr/PR+78WVRuWkeb6++p88ZYaSxFB1tXfcdSfs45wAyNgx8r8CZ/jVX08SeU/fQTiVOmYO/YYe+GRICxCud+SNkPiwEIG9SHuHNOQ9vPJ0vGyMARz1Zr4AMKn0psF+DXAz9gJoX0ElBLObEqjmUzB76PdpPagZVKyonJoPZBmNsX+EDBrXIwgaSc1G6j+GSiMlalR+3AqtoT+CDt60FTlcZqbDt27OK0idPI213Mrc98TnRcUqhLEgouOXbfMaRNQVlZGVFRUXS64kGM1vqf0uFzOVn37G21EavNUYN/bDmlf1s+WLudKveBX8BU2irBjIBVfa1ROQTxqx0PKEatqo2l8qa66UaaKo4VzPuoMpbiGxC/SeEgXrUuaVYcNL+uU7ViFaULvsGdtQtTYgK29m2xH38MVWvXUfnrMjSLhR5HDeHmqWdw2WU389NXM6WhcYT4Z1xrdJ9B7P78Q8K79MSe9vfBy37/ghX+Huv8zZqMRPbqR9mKpThzs7ClHdwBkvLf/8HWVd/tmvxYfgxWK7Z2bdCMez9x65YDvxmOOnkclWtX4SsspfLXP9BdVSRcfgYGy95vqhz2wA0Ng8Kbb6PiAYzXF/iFSKVRAWrNCpU4VgCrQhNCpVEB4DAFfkx1xRdk3aBwXBWCF9qgNkcaO/pUcXeqjQ8Vjd0ACqYWLdL47NMZDBl6IjOeupEr7nsr1CWJ5iIEp5wcrhp8nmWU3cLknjIFSwhRP36fj/KffmHXAw+T/8bbGBwOki6/iLTbbyL+9NMI692ThLMnk3jhVOydOrBi4SLOPvsyiotLOOWCO0JdvmgE/45rje43BM1kwpm1rcH2actoiWYysePlJyn68Ttcu/dev0MEV1jvXuhOJ7vffAvdHfjN8b8ZbDbizj2pZqz+3XCu3kT27c/gXLcl2KUKIY4A8fFx/Of+m1nz2yLyc7aHuhwhjjiNcmL55N6tmb1iK2UuxfM8hBDiX8oW/UDxR5/i6N6VhHPOxJq570/DHd264OjWBb2gkIH5dpJSW9K5j6xvcCTYK65V00Az4Ncbbh0ng8lExrSrKPrhawq+mk/BV/PJvPQGrCmpDbbPw5m3pJiqtetwZe/C7/WB7sOv65hTknF07owlNTVgOoo1PZ3Eqeey+/Xp5Dz9DIlTz8McF3dQdTh6dcQxoBvVqzeSdNN5FM/6itwHXyX8qL5EjT8Kc2Ks8lh+n44ruwh3ThGu7JqvqvW78Pt0Wt19BpZEWSxQiObuuONGExUdxeczn+Gcax8NdTmiOZAZGsoapaERbjVzdp82PP/T+sbYnRCiGfLsLsAQ5iDmxOMxJ8QH3N4QH0eHnqNItam/MRGHt3/HtXrLS/F73FhiExp0v7aUdFInnUvV1k1kTX8eT2lxozc0XNm7qN62GWN4BJaEJCwJiWim0C+G69d1XDt2ULVuLVXr1uHOzgaDAUtyMprZjGY0gQZV69ZR8vkXGKOjCOvZk6jhIzBF778R4OjYkdRrriLvjelkP/4ECWefjaNTx4OqLW7KCey6+UnKv/2N5NsvpPybXymZ/RUVi5Zh79WRyDGDCBuQus/TWv5SsXIrWU/Mw1tUvu/771U8J1UIcVgLC3Nw913Xc911dzFk7Om06dIv1CWJw5yG8lmbAcdp7hrtaGdiz1a898cWiqsPfnqoEEJEjx2F888NZP/3MaKPGUPk0SP2u5DfX3Y5C6Sh0UzpPh87N68hpUU7LDY7fr+frSU5dbbxFNacfmKJa9iGxl+sKWkYIyLZ/ckcjHY79szGO92y9JfFlP22pPZ7g9VGWNfuxI4cgykyCldeLua4OAwOe4PXoldXU7VhQ00TY/069MpKDA4Hjk6diD56FPYOHTDa69ah616cW7ZQtXoNFb8soeyHxcSOH0/U8GH73Y8lNZXUa68hf8a75L3yKkkXTjuopoYxKoKYM4+j8JW5hA/uQeTogYQP7U3lT8spW/Azef97nXyHFUf7NOwd07G3TcUU6cAYbscYbsNTWE7OS59jSYgkenhnCuYtIaJvW2yZCViSooke0RWjw3rIj6MQ4vByzjmTeOvtObz/wp3c/NQnkrAmRCNptL80u9nEef3a8cT3axprl0KIZsQUG0PqLddT8vlXFH/yOc5t20k49+x9LuT3l6zqAvpFt2/EKkVD8/v9rF76DfPffJisresxW6xYbXaqKsoxRseSMPp4wjt1Q9O02vUVDEFYJVyF0WanxbSryZ07g10zXqHVdXditDvq1q/rFP3wNe6C3YR16IK9ZU3Tw+/zYQwLx2BWjIH6l5iRY6hYswrd5SSydz+MEZGU/76UHatXoKGhu5wAWJJTiBk9jrAu3QKe2nEwPPn5VK5bS9W6tTi3bAFdx5KcQuSAgTg6d8LaIvOA8aiayYS9fXvs7dsTc9yxFH/+BUXz5uErKyN69CgMtn3/DI0OB0nTzifv1dfJnzGD1Ouvw5gSrVx3+LDeVP60gt3PvEfCpZNw9O5ExNH9CR/ZD9fGHehbN1C9PouiT5fiK6/ee//hNjKuO5Hib1dhig2n5V2nB/VxFUIcPoxGI48/dg+jRp3Koo/f4ugJ54e6JHE4k1NOlDVq63BCt0ze+X0zuyucjblbIUQzYbBaiZ0wHlu7tuS/8Ra5Tz9HzEknYG2RgcG69yehu5yF+P1+eYPRjPzx4+e88uClDB7cn0cfepmtW7dTVeVkQ0k1n3z+DdmzphPeoSvJJ0+ufQPt1xtv2r85OoaU089jy2P3UvbHUqIHDUevrsKVm427YDeVm/+kcv0aLInJlK9Ytvft4xNJPfuCg55VYo6JpcU1N1Pw+UeU/baE8G49aXH1TRR9uwCDxYK9TTs8xUWUr1hG3ozp2Nt3IPmscw+52eP3+ajesmXPqSRr8eTno5lM2Nq2Je6kCTg6dcIcE3tIc10NNhuxE07CGBlJ8eefU7Z4MWE9exIxaADWzMy9/p41g4GEs84k+/En2P3GmyTdcCkGi1pcpKZpJF59FgUvz2b3E28TNrgn0aeOxpwYi619JuF9ayIYdbeXgnk/484uxJoejyU1DmOYFXNCFNXrtlO5egfeogrcOcVYU2VWmBBHql69ujF16mRmvvM4fYYfT1SsxLgK0dA0v18lMFVdScmmA17/4ertPPTdyr0uNyikfRkU1xTVgjiWSl1Gl9pYRnfgh9rkUswSNwU+SvQpftCnMpauOJZKPKpK5KzqPn1qx6xKdSmPZQ78M9IVthH149q+g4L3ZuPJrjnNwBgZiaN7VxzdumBt07p25sbFmccRbQ4LZakiiFb9+jXP33M+N954BbfddnXt5VfP+4VfduRTvm4lefNmYo6OI6rPQHZ/Opd2t/8Pg0nhCUUlHlUxG2zXjFep3LAWjEbw7WmoGAyYo6KJG3Uskd374CrMw1NaAj4fvsoK8j6YCUDihElE9R14UHXp6Lhzs/GUlFC5agXly5eRMvUiwtrXPQXDr0Hl+rXsfm8Gprg4YsceiyUhEb+vZnFOdB2/31vz7z8v83jwFBfjLSzAXVCAa/s2dKez5u+uU2ccnTphb9cOg+VfjUXVOOz9bOctKaH816VULPkVb1ER5uQkwgcNILxfH4zhdf+uXTt3kfvUc1jbZZJ49TloB5i9ZYuo+8Lt13VKFy6j4P3v8FVU4+jSkrCebYjvGIPfp7Pr/V8oX7UTg9WM7vKgGfcsNusHNIjonknc6G7EHd11nw1Un+Ivjkpsq1U1atUceDuVOFYAhynwQZPKNgA2Y+Dt3IoZ9m6FAwq3TzFHXcFhHceKWoStV1eMzFV4Yqr0qB1YVbsDPz+7vGoHj98PO0dpu4ZUXFxC377jaNtjOFNvfCrU5Yh9uOTYg4tZb0xlZWVERUXR5ZIHMQZhhqnP5WTNi7dRWlpKZGRkECpsehq9oeH16Ux851t2lVXVubwxGho+lxOfswqjzYFJsyp9aisNjT3bSEPj77GkodFk+HUd1/adePPzcefkUvHL0prz9cPDyLjvTjSTiROS+tMlIjPUpYog+nL2C8x747+0a98Wn0+nsrKKMrONuDEn4MhsjSs3mx2vPo3BZsMcFUPmBVcHHhSC2tDQ3S4qN6zDW1mOKSwCa1IK5riEOqdd/DWWr6qSna88g15dTeJJEwnv1DVgXX5dx5WbTfXWzVRv2UT1ti3ozrqnRMSMHE3c2OPq3m7PWK7sXeye9S7u3LrrjhyIZjJhio3DHBeHNT0dR+cuNakkBziVpL4NjdrrdZ3qzRsp/3kJVStXA+Do3pWIQQOwtW9bW0P1xk3sfuk1bB1bk3DlFDTzvp/8/93Q+IvudFP6ze9ULNtI9dpt+N1/HwRkXnw0ySf1oWJ9NpWbd6OZDFjiI7C1SsEcG37A+qWh8TdpaAR/LFXS0Gg877wzhyuuuJVr/zuT9t0Hhboc8S+HRUPj4iA2NF6ShsZBCdTQAPhs/U7uWbi8zmXBamj4dR1/tRvd7cTnrKYqayuV2zdQtWMTPuffTRTNaMLkiMDkCMfoCMdkDycsox0xnfsedF3S0PibNDRqSEMjNPy6Tt4Lr+LctJnMRx5AM5noGdmacYl9Ql2aCLLfFn3MhlW/YLXZqfT7+OO3b3Du2kHaWdMIa9uR3Z9+QMmvizHHJdDi3MsxRSi8iAexoaHCbwDd42HX9Bdx5+8m46KrsMTv41QTbf8NDM1kwtaiFfbWbbC3boslIbH2fhgcYXs17v/5fsbv9+POzUGvqgSjEc1gQDMYwWSoaRD8dZnRAEYTxrCwug0ZldNJgtTQAPAba55XfRWVVCxdRsXPS/Dk5mGKjamZtdG/L6aYaKp2rGP3428Qe+Z4Ikbv+43E/hoa/6S7PYS58jGYjWgWE+bIfS+oqtKEkIbG36ShEfyxVElDo/Hous4xx0xm1+4KbnvmM4wqswRFo5GGRvMSkuV3x7VPZ/qyTWwrrsDv86G7nPiqXOjumkaE7naju5zobled//udrr8vczvRXS50T93/+z3/SlHRDNhTM4npPRRrXBJGmwOfswq9vJyq7G2UbVpVe351ZdamvRoaQojDh9/txrlhI1HjRtdGVu5yFoa4KtEQ+o4YT98R4wH4dvtyCrp1InvmG2S/P52M8y4ndtgoSv9YgqeokG0vPUbmtKsxRzettQ38uk7enHdwZWeRdv6l+2xm6B43pUt/pvj7b/BVlNc2MKKHjMDRui3W9BYYTKZDarRomrbveFlD027IGsPDiBo5nMijhuHatp2Kn3+ldMHXlHz+FVFjjiZq4kgM4Q70qr0X8TwYBosZW2x0cIoWQhxRDAYDjz12D0cdNYFvPnqdMadeHOqSxOGoab8cNxmN0tDIy8vnq6++48svv2Xz5h1UVFZSUlZOZUVNQ+OADAYMFisGqw2j2YpmsWC02DBYrJiiw/dcZ8Vgttb832LBYKq53mixYk1I3Wd3q+T3XyjdsLz2+6iOvYnpLJnRQhzO9Kpq8PuxtWpZe1m+uxSXz4PVKJ+ONFdbS3PRjEZSJk4h680X2Pna00T1G0LyhDPImf02ft1H1nuv0uL8q4Lyaceh8vv9+CrK8ZQWU719K+WrfseVs4uUM6diz2hZu52ntARXzi7cOdmU/PojvsoKInv1JbJ3/9oGhqhpyNhatcTWqiWxJ59I2XffU/LlQtw5O/F71GYeCCFEQ+nWrRMXXjiFN996kr4jTiQmPiXUJYnDiOav+QrGOM1d0I+Kdu7MRtM0iotLWL9+I7NmfczChd9hMBho3ak36e0HYbOHYbWFsbI0iyqDH81iwbSnCWGwWDBYa/6vWax1Dtzqu4aGX/fhLi7EXbSb7IWz6lyXPOxEzOHNcxqOEEcKv1/f5+W7nIW0Dktu5GpEYyh2llPqqgTAYLGSfu6lFP/8PcU/fkPJL9+jmS2knHIWOXPeJmfOW6RNvqDmtIpG4vf7qdq8gfI1y6lcvwZfZUXNFZqGKTIKa3oLqjZvAMC1aycVa1fh3p1bs4nFSniX7sSOHIMlLr7Raj4cGew2oo8di7VVS/Jefh28XjAG8fwgIYQ4BLfeejUffPgZc1/9D9NueS7U5QjRLAW9odG9+4g632e06czZV/+PHgPHEh5Vd7pv+5Ic5m3+CVBbq+JQ6W4XO+e9QeW2DXUu10wWzGER2BLTMdlrVkvXPW6qsrdRtPoXotp2J6ZNz4YrTAgRVKbIKDAacefkYO/UofbyXc4CaWg0U1tLcut8b7BYiRsxhugBw3Du2oElIRFLeDSpE88l651XyJ3/PonHnIzRtu/1EIKpYt0qCr/9ElduNprZjN+zpytvMmGOicPoCMNgsVC5fg2lvyzGYLUS1rk7sUePxZbRElNkVM0aGJI6rMzesT3Jt1xE+dc/ETawZ6jLEUIc4aKiIvjP/Tdz8cU3cNT482jbRWaDC0V+gnPKiczQOHhX3v8WADZHOMkZbXGER+1321ZRySRHxJJTVYTK0qS64g/k36f/uqtK9mpmAPi9btylhbhLC1mzaVVNDJv3785KZdYmotv3DLg/lQUnAfwBzq4B0I1qR64q62X5FcfyK42lNBQqa0kprvWltHiocl1KY6n9gvlNgbdrqtO7lBbxO4xpZhOOrp0p/+Fnwvv3q411lHU0mq9tpXn7vNxosxHWpn3NN34Ia9uB5JNOJ+/TuVRuXE/KaWcT1rp9ndsE6+/DV1VJ3sdzqFizAoO9pnFiTkwmuu9A7K3aYo6Jq1lcc8/zpd/vx1NUgCk8EoPVutd4KnUp195Ux1KgOxReRIGwbimEdTt1z3f7ntoZYXcqjaWyaKZBC/xC5FM8gNEUXjwsJrXHQaV29YU8A4+lstgngEHb90y6utuoza4xKBypqy6+2diLdDbVRUFV61IaS/GdlELo4GFt4sQT+e//nmXxF+9JQ0Mok1NO1AW9odG5z4jAG+2haRpDUrowZ/MPwS6jDmtcEh1ufBhnzg58LifoPvD4atbv0HX8ug9PWQn5P38FgMFiI+2Y04lo1w3UjhuEEE1EzAnHkvPUc+Q+9RwJ55+DJSWZbGchul9XPkgWhwePz0tWeb7y9lE9++Fo3Y7smW9Q8PVnezU0giXrzRfxFBWiWa1oJjNp552Lo83+96VpGpa4faSbCCGEOOxpmsaZk0/m0cdexHnpfdgcB455FkIcnJAf3WdGJJIR3vAHcgaTCUdGayLadiaifTeiOvQkunMforv2I7J9d0rX/4EpLIIWp0yj09UPEtmhR514OiHE4cGclEjy1ZeDQSPvxVfRPR48fh+7XaWhLk0EWVZ5Pr79rJuyP+bIaMI7d8edn4df3/u2fr+f6qztFC5aQMX61Rxssrm3ohxXzi4wGLHExNPisusP2MwQQgjR/J1++gTcLid//PRFqEsRhwt/EL+auSaxVPqQ5M7MKlnUYOPrHjdl61ZgS0nHGp+M7qyi4NcfqNq1jZhuA6jcsRF3cT5tzrsBW8I+IuyEEIcVS1IiMSccx+5X3sC7Ox9LWiq7nAUk22JCXZoIom1l+z7dJCCfju52senhO4kddBQxA4dhsNrw6zq7P/+Q0l9/rN00/fwrcGS2DjikKy+b4p9/oOz3JTUX6D5SzpqKKTzi0GoUQgjRbGRkpJKamkp+9rZQlyJEs9MkGhpp4fG0jEw69INTwK/rVO/ciqekCF9xCZ6yYjxlJehuF76qStxFu2u3Ndjs4POhe9wYrXZiew+lePWvlK5fLg0NIZqJqtVrMTjsmJOTAMhyFtKHdiGuSgTT1tLcwBvtQ1SfgRhsNtyF+RR+/xXFS74nvGNXvOVlVG7+E0e7jjizdmC027GntTjgWL6qSnI/ep/Kdasx2OwYIyLxVVWSPPk8zNGxB7ytEEKII4fBaNhvGpsQ/yZraKhrEg0NgMFpXeo0NHSPm+ptm6nesQ1TVDQRXXpgMjv2e/uKP1eRPfvN2u+tCSmYY+IwWW1U79peZ1vdWU3a8WdRvmkNZX8uRzMascWnUPDLQuIHjMJo2XtRNiHE4cXWtg0Vv/xK/tvvkXDOmexyFoS6JBFE/4xrPVim8AhiBgwDIHbwSHZ/OY/S35dgiowiZvBRFC/+BkfbDqScchaaad8vk+6iAspXLKPkt5/Rq6tA09Cd1djiEkg76wKsaRmHfN+EEEI0PwaDAX0fpzoKsU+ScqKsyTQ0ksJiaBudyqaSbLyVFWRNfwF3Xg5GRxi+6iryP/2AyB79iD/q2H1O4TXHJmAMi8BXWQ6Au2g35qhYEo8+jrTxZ1Ky8lfyv/sMn7MKgKqdm0kffzbFLdpSsORrPGXFNZfv2ERE2y6Nd8eFEA0ivF9vNLOJ/NffojQlmT6TLgl1SSKIDnV2xr+Zo2NInXguvsoKDBERFH2/EIPdTsK4k6jesRV7yzYY7TXNdF9VJeVrllO2YhnOndvQzGY0oxG/30/86OOI6jMQo6MmWecIOH4QQgihyO/3U11djSY53EIEXZNpaAAMSuvC+oItZE1/Hl9lJemXXYM1LQNfeTnlfyyl+PtvKF/zB7HDxxA9aDiGf3xyZk1LpdV1d1C9fQsVK/7AXVxAdfZ2tr39DO2uu5fofoOJ6t0fZ04WvqpK7IkZ+M0GovsOJqrPINyFeXjKS7FntK4T8akpRa2q3T9NIUbVoBgdqpsCj6UaaRrM2FalsVRjbptoXYezI2Ha2T+F9+iOZ9wYSj77kuT+Z4AESTQbW8vy8GtKyaEBuwuawYApIhK/AfDr6NXVbH/u4T1XalgSkzGYLTizdwIQ1rYjUX0GUrp8KeaYOFImTsGalPKvQRXKCmI8qvIxssqTQAjq0m2BP7U02gNHhwKEOVwBt4m2VyuNpRJhqfkCb+NTXGRc8wV+sbIoRKiCatSq6liBI1ntRrfSWLo/8GOhK0S7AngVfj6hiG1VjSsNFl3xD03lPqrEsUJw76PS39lhfgDz00+/sjtvN537DA91KeJwITM0lDWpt3Dx9kh8332Hp7iYjMuuwZJYc+67KTKSmBGjiO41kMLvvqLg688o/e1nogcMxd6yDd7yMqo2rads5TL06mpqjqBqfnqWuMTa8TWjCXt6y5r//+M1XNM0rPHJWOOTG+meCiEaS//Jp+Lxunjz0Wu4+cmPSUg58JoIounz6AcX13owogcMRXc5MYZHELZnLQ3nrp3oHjfmuHgs8YmEte3AjpeeJKJHX5LGn4bBYmmQWoQQQjQP06e/T1J6K9p1GxjqUsRhQtbQUNekGhqrfv2a7d9/ReL4U2qbGf9kdISReNzJRPUbTMHCTylY+Cl+b01nwhgRSVSfQUR07YEtOglvWQmlq3/H+o+GhhDiyBJvt/L06MHo/bvSufNQPnvvKc697rFQlyXqaechxLWqMjrCSDjmpNrvrUmpRPUZSMWGtWTPeBWAwq8/x5KQRPJJk/a7xoYQQggBUFRUzEfzv2T8lBvQNDnlRIhgazJHYqt+/ZpXHryUY44ZRadzT+fjDbv2u601IYm0yeeje9y4srMwhkdgjo2vfZIweGpmZiSMOKaxyhdCNDE2k5Enjx5IUpid7QU1C4KGR0psa3OwrfTQE7EOlXPHNowRkYR36ELF+tWknH6uNDOEEEIENGPGHPy6n4GjTwt1KeJwIqecKAv50ZizqoIP33iI7z+dwbhjjmb69Kcodvv4YlMOngArARvMFuyZrRupUiHE4UIDHhzah85x0QC0aJFOSkoKBoPioiuiSdtaFpwFQQ+G7nLWzBIcfxqJx50szQwhhBD7VFhYxNy5n7BixRo2bdrO77+vYNCY04mIigt1aeIwovn9aP76dyOCMUZTF9IjMrezmmfuOJvcHX/yv//dxbRpZ2EwGEi2wildMnl/1dZQlieEOExd27crR7X4e5FGTdMwGAwYjPIm9HBXn7jW+tDdbgwWa81MQGlmCCGE+JfqaidPPvkSTz71CrpPp0XbrsQmZXDqhScy5JjJoS5PiGYrZEdlus/HG49cTc729Xz22bv07Nm1zvXn9WrLvHXbcXklr1kIoW5i+5ac1anuzC1d1ykuLsYRHhmiqkSwBCuu9WDpHjcGsyz+KYQQYm8LF37PjTfeR1ZWNqNOuYhRJ18gMzJE/cgpJ8pC1tCY+9oDrFyygHfeeWGvZgZAfJiNid1a8fbKzbWXqc6Y0RW2MyiOpRT3qdhzURlLNQK2scdSSFmr2U7hNyokcbKmIEYVKmctNkHNfKnjwamJ3Ni/216Lbq1fv4mqqioy2nQJUWUiWLaW59X9W1X4lQ7Gn6w7Pw9bWkZwo1YVBfMpp7HHUnruBXAEjg+12gNHhwJE2Z0Bt4m2BN4GwK3wQmpSiBhVGQfUojBtJsWoVYXtVOJYAewK21kNanW59MAHCgbF2FaTwRdwG9UYUhXBjHYNKtXjY4UnpmDex1BErQ769p2A2/w88qyg7S87O5dbb32A+fO/oEOPwdx+6+skZ7QN2vjiyCUpJ+oU36YG1zcfvcE3817jf/+7i2OOOXq/253bsy1hZpnaK4QIrG10JP8d3heTYe+ntQULvsNoNNGqY+8QVCaCpSHjWg/ElZeDe3cujpZtGn3fQgghmh6v18tzz71O//7HsGjxMqbe+CRXP/iuNDOECIFG7xas+Pkr5rx8L1dccQHTph24Qxpts3Bmt9a88vuGRqpOCHE4irdbeeroAYRbzHtdV1VVzdNPv8bA0adhtTlCUJ0IloaMa90Xd1EBZcuWUPr7EixxCYR37dVo+xZCCNH0OJ0uFi9ewt13P8K6dX8y/PgpnHjODTjCo0Jdmmhu5JQTZY3a0KgsL+HF+y8kPDyMe++9Sek2Z3VvzftrtlLmUpsWKYQ4stiMRp4cOYCU8H03K37++TeKioo4esIFjVyZCLZtZQ0f16p7vVSuW0Xpsl+o2rIRg81GRPc+xA4ZicFkOhKOC4QQQvzL9u07eei/z/Dhh5/hdrnIbNeNm5+YT2b77qEuTYgjXqM1NLweN/PfegSA/v17Y9jHtPB9CbeYOadHG579dX1DlieEOAxpwH+G9aZzfMx+t6moqAAgd+cmUjPbN1JloiE0dFxrxYa15H3wHr6qSuwtWpF8ymTCO/fAYJHFQIUQ4ki1bNkKJk26CL/BzHFnXkuXPiNIbdlR+b2MEIdC1tBQ1ygNDZ/Xw6v/vZy1y77joYdu59xzzzio25/epRXvrtpCSbm7gSoUQhyOru7ThaNbpB5wmxNPPIaTTz6e6Y9eQ3FBDiNPnCoHIYehho5rrdy8gZyZ03G0akf8MSdiTUhqsH0JIYQ4PHz55bdMnXo1qa06c8ldrxEeuf8PUJoKv99P3q4tbPtzORoaCWktSW/ZCYvNHurSxMGQU06UNXhDw+fz8vrDV7Hmt295Z8bzjB171EGPYTebmNqzHU/8sCb4BQohDkuntMtkSufAizRqmsYLL/yPpHse5cUX72PVkoWcc+2jxCamNUKVIlgaanaGu2A3RT9+S9mK33C0akfK5KkYTLIYtRBCHOlmzJjNNdfcSdf+ozj/pmewWG2hLqmWy1lF0e5dFOdnU7h7FyWFNa+RJpOZpYvmk7O97vqDJrOF1h17kdqyI/HJLTCa9l5z7C/RcUkkpbchISUT0wHiynduXkNu1mYSU1uRmNYSuyMiOHdOiIPUoEdtLmcVbz52HauWLODNN589pGbGX07plMmMlZvJqwwctaYSyRrMqFV/4NQw9bGMavFiwYw0VUmTC2qcrOJvndpYam1H1cei2TucI2f/YWBKAjcP6L5XPOv+WK1WHnrodo499mguvewWHrh8HFNveoau/UY2cKUiWLaW5e0zClXlV3pfmzizsyj64Wsq1q7EGBZO/KhjiRo4DM0cYJ0MxT8hpT+1YEbAqs4pDWZdChOd/GFqL5AWR+B1sqIcalGrcbaqgNuoxpWqRFh6FWZ8GXxqPx+TIfDBic2oGNuqcB9V4lgBwkwupe1UqDymRsXfZ5WY22DGkKrGyaqNpVaXWuys2qxDlcdLVTDjcFXiXRVf7oPC7/fz6KPP8eCDTzHs2LM4/bL7MBpD2+h2u5xsWPkza5Z9x/rfF5GbtbX2OoPBQHxCPEaDEbfHQ2FBAQDPPPMgEyYcx+bN21iyZBk//LCEDRt+YsnCWfj0ff8u+3Udj6fmecFoNJGa2Y7OfUbSrf/RtOrYG4Px7wPqWS/cxaa1v9W5fWpme1p26EViWiuS0lqRkNqKhJTMJtUMOlzIKSfqGuyvc/3yxbz//J2UFeXy5pvPcNxxo+o1ntVk5ILe7Xnwh5VBqlAIcThqEx3B/47qi/kQThsZPnwQV191ATfffD+fvvO4NDQOEx7dS1ZF/eNa/X4/1Vs3UfTDN1Rt/hNzbByJ408jskdfDGZzc+n3CSGEOEQ+n48bbriH6dNnMn7K9Rx7xpXKH540hKLdu/jg9QdZtWQhbpeTtLQ0jhkzjAEDLiMjI5WMjDRSUhIxm/c/46JHjy706NGFiy46J+D+/H4/+fmFbNiwmQ0bNvPrr3+wYMFMvpz9PBFRMbTu3J/k9DYkpbemfY/BVFaUkrNjY+3ts7dvID7awsqfP6OivByomSkbl5ha09xIbUliWmuS0lqRmNqKuKT0A84WOaLJKSfKgt7Q8HhcvP3EjSz97iO6du3Eu2/NoEWLNHbtysHpdOF0unC5ajr97du3ITw8THnsEztk8ObyTewqD/zpixCi+Ym1WXhq1AAi9hHPquK335Zz8833063/KEaeODXI1YmGUp+4Vt3jxpOXR9WWDZSvXoErJwtrciopE6cQ3qUHmqynIoQQAqioqOSii27gy6++Zco1DzN47Okhq8Xn8/Ld/Ol8MuMxoqMjufOOaxgzZgTt27dp0AaLpmkkJsaTmBjP0KEDOP/8M/H5fCxbtpIvv/yWZctWsurHeXyZnV17m/j4eI4+egjDhw/khBPGERUVUdsY2bx5G5s3b2Xz5u1s2rSVzZuXsmTh7Nr3gkajiYSUjD3NjlYk7ml0JKW1Ijo+RdY8E0qC3tCoLCth89qlAKxevY6jjz5lv9tqmsZNN13JLbdcqTS2yWDgoj7tufu75cEoVQhxGLEaDTxx9ABS9xPPGkh5eQW33PoA6S07cMmdr9SZNimatoOJa9U9Hkp+/p7yVX/gKSrA765ZTFozWwhr14H4UcfiaNcxpJ+46S4nruxd2Fq1RtM03Hm5GOx2TJFRIatJCCGOVD6fj2++Wcz119/D7vxCLrnzFbr1r9/M8vrwetw8d9e5/LnyZ6ZNO5s77riWyMjQrU9hNBrp378X/fv3qr2ssrKKLVu2A366dNk78eWfjZFBg/rWuU7XdbKz8/Y0OrbVfm1c9S3ff/ImXm/NaXUWq43E1EziU1qSmtmBrv2OJrN9jyOqyXEknC4SDEFvaETHJfGfN36iaHcW2zeuxOfzYTZbMVusmK222v9vXf8H7z57G0lJ8Qc1/jFt03lj+Sa2lVQEu3QhRBN2/9DedEs4tNXF//xzE6ecegFFRSVcds90aWYcZlQXBHXlZpM7ewaewnzCu/Qgslc/jDY7lvgkrMkpGA6wuFl9+JxO3LnZuHJ34crJRne7MUZGYoqMxBQRiTEiEs1gQHe7cG7bSumSH9GdTmJGjUWvrqb0px8ASJhwGlEDBjdIjUIIIf6m6zpfffUdb789hx8WL6G8rIyOPQdz+z3vkZDSIqS1zX3tATatXcpHH73FsGEDQ1rL/oSFOejWrdMh3dZgMJCenkJ6egojRtR9zfN6vezYsWuvmR0/f/E2n733NDFxSXQdMIaeg8bSvvugAy5aetjz+2u+gjFOM9cga2homkZcUgZxSRl7XefxuPh23ht8/v7TdOvWhXPOmXRQYxsNGpf07cAtC5cFq1whRBN3Ze9OjG554HjW/XG5XJx//rX4jQ7ueH7WPp+XRNNV7Cyn1H3guFa/rlPy8/cULvgUc3wiGZdcizX579+XYH/C4S0vo3zlHzh3bMWVswtPUWHNfoxGLInJGGw2XDm78JWXobvqLmSpWa1E9RuE7qym+Ouv9rofQgghGpbP5+PSy25m9qyPyGzXjaNOnEa77oNo26VfSGfvAaz7YzHfzZ/Oww/f3WSbGQ3JZDLRunUmrVtnMmbMiNrLvV4vS5b8zmefLeSTTxbyw2czsDvC6dx3JD0GjaVr36Owh0WGsHIRSo26ZO+qX79m7iv3UZC7k2nTzubWW6/CeAiflB7dKoX2cZFsKCxrgCqFEE3JhHYtOK9r20O+/b33PsaGjVu4+YmPpJlxGAo0O8NTWkLeB+9RvWUj0YNHEDf6OAwHWBwtEF91NVUb1+OrrgKtpkFfs7y+hl/3UfnnWqo2/YmmadgyWhLWsQvWlDSsKWlY4hPR9kS++vfMiNVdLrzlZeD3Y7BaMTrCqNq8keLvFgJgjIwkeuhRRPYdgNFuP+S6hRBCqHnppbeYO+djpt74FP1HTgBqUkSyt28gP3srruoqWnfu2+gzNdzOamY+extDhgxg2rSzGnXfTZ3JZGLIkP4MGdKf//znVtau3cBnny3gk08W8vr/rsRkMtO++yC6DxpL3+EnEhZx+J/CKSkn6hqlobF711Zmv3wvq5d+y/Dhg/lw9vN06tTukMczaBqX9OvAtQt+3ef1KlFSqslbwYxHbeyo1SZbl+Kpb8G8j0fCCr9B1UTSHvolx3PrQPV41n/75psfeOGFNzjtwjtJb905yNWJxrD1AOtnlK9azu6PZqOZzKSddwmOtu33vaHC37+7YDcF33xBxdqVoOtgNP493fMf0zVtLVqScMLJRHTridEReFFrg9WKxZpQ+3319q3kvPkKthYtSZ4yFUenLrULk9bnaSqYCS2qY+n2wJGsRrtaxKjD7g64TYxdbUHwJFvgDzt0xRcipdhWhbFU4zJVxlKNnFWJZLUbAz/uAA5D4O1cfrVGolElalXx8VL5+ahGrQY13jWYBx0Kf4+64u5U6tIVDwDUHvtgRuaqjaUSAVtRUQGaxhczn+KbD1+horSQwvycvbbrPeRYjjvrWtJadjjoeg/Fok/foqggmyfnvxLymSJNmaZpdOnSgS5dOnDjjVewc2c2n3/+NZ9+upA5L93DvDceYugxZzJqwjSi45NDXa5oBA3e0PD7/Tx56+mE2U289daznHDC2KD8kQ7LSKJbQgyr8ouDUKUQoqlpGRXOI4cYzwo1i4BecunNpLXsyMiTzg9ydaIx7C+u1ed0kv/Jh5T/sZTwLj1IPOk0pebCvvh9Pgq/+4qiH77GFBFJwjEnEta5O+ao6Lrb7WlsaKb6LUbmys4Cg4G0i68EoxywCiFEY5sypeZ09/LySiorq4iNjd5zmkNL2rRpidVq4eOPv+Thh5/ngcvHkdmuG136jWLoMZOJjktqkJo8HhffzHuN0yedRNu2rRpkH81VRkYqF100hYsumkJeXj4vvfQWr772Lt/Nn06/kRMYc+rFpLQ49A/SQyYEsa333HMP9957b53LOnTowPr16wFwOp1cf/31zJw5E5fLxbhx43j++edJSmqYvwtVDd7QKC7Iobggj8def4rx48cFbVxN07isb0cu/fznoI0phGgaYmwWnh41gEjroS/29Mcfq8jfnU+rjulH1IrYzcm+4lqrt28ld/Y7+CorSTp1MhE9+x5yk9xdmE/unHdw5mQRN2IM0cOO3u/pKn+felI/RrsDdB1XdhbWDDkFSgghGltKShI33XTghMWzzjqNSZNOYu7cT/n66+/57MOX+GLmMxw1/lxOmXZH0I8rlv/4BSWFeVx11bSgjnukSUpK4K67rueaay5i+vSZPPf8dH5eMJueg8YxZuIltO7YO9QlKtN09TMKAo1zMLp06cLChQtrvzeZ/m4XXHvttXz66afMnj2bqKgorrjiCk455RR+/PHH+hdaDw16lO/zenjurnMxWyx07dox6OPvKlebfiqEOHxYDAYeH9mf9IhD+8Q9Ly+fyy+/hQkTziWlRVtOu/DOIFcoGss/41r9Ph+FCz8n65VnMUVEknnlDUT2PvQF3NxFhWx76iGcu3aQccGVxI0cV6+1N1SFd+uJJTGJwi8/bfB9CSGEOHRms5kzzpjAK688ztq1i7n99mv4dv4bTH/0GnxetVO/VG1c/Svt2rWlffs2QR33SBUZGcFVV13IyhXf8PTTD1Kev5FHrjuZJ26exOql34S6vCbNZDKRnJxc+xUfX5NIWlpaymuvvcbjjz/O0UcfTZ8+fXjjjTf46aef+OWXX0Jac4M2NH77/mOyt2/gk49n0K5d66COva6ghId/XhXUMYUQoXfv0F70SIw9pNt++OFn9O07lvmffM3pl97H7c99SetOfYJcoWgsfy0I6i7IZ+fLz1C06Gtijx5H+rTLMcfGHfK4nrISst99DYCYIUdhz8gMSr0qNKOR6GEjqd60AV+VNOWFEOJwEBUVwbXXXsxrrz3JHz9+xisPXorH7Qx8QwVlJQWs/e0bBgzoFZTxxN+sVitTpkzk1yWf8/bbzxFmdvLc3VNDXZYafxC/gLKysjpfLpdrn7vduHEjqamptG7dmrPOOosdO3YAsGzZMjweD6NHj67dtmPHjrRo0YKffw7tGRMN1tDYuXkNc16+l+OPH0P//sH9Ay11ubnp699w+yTiTojm5LJeHRnXKu2Qbjt37iecf/7VdOxzNPe8sogRJ5yD0dioQU4iyDrHZuLKzWbnC0+gV1eRcdGVxB09Fu0Q0rH+KXfW2+hOJ6mTzyd+9PFBqjYw3eWkfMUfVK5bDYCvXJK6hBDicDJhwrG8+84L/Ln8B56/ZyrOqop6jZe1dR1P3nI6Bjxce+3FQapS/JvBYOCEE8by9cLZfPzxjFCXo+SvlJNgfAFkZGQQFRVV+/XQQw/ttc8BAwYwffp0vvjiC1544QW2bt3KsGHDKC8vJzc3F4vFQnR0dJ3bJCUlkZt74ES6hhb0o31d1/l5wSzmvHwvHTu04dln936w6jW+38+d3/1OdoV8siVEczK+TQYXdDu0RZt27szmqqtup99RJzH1xqdkdfBmopXPwtx33sQUHUv6hZdjtB041tSVs4uCLz/BlbMLY3gEET16Ez1gCEazrc52zuydxA4bRXinrg1Z/l7y5sykcs1KTDGxJJ4yCXNiaBfREkIIcfDGjBnB3LmvM+n0i3j69rO46PaXDjpNQ9d1Fsx5kU9mPE67dq15c84MWrduvNmCRypN0xg6dECoywiJnTt3EhkZWfu91Wrda5tjjz229v/du3dnwIABZGZmMmvWLOxNOFo+6A2Ny0+oWZn3jMkn8+gj9xAW5gjq+K+u3MDi3N0HrvwfEXv73cSg9oZHV3iEtMDJdTVjKcyH0YIZtao4/yao0bQKj5f6WJK1GjKN/ND3TY7jjkE9DrkR8cQTL2I02zjzigelmdGMfDnreSqL8vnP7Hd4ddkGihd/R/XWzRgsFgw2Owa7HaPVjt/nxb07j6otG7HEJxA1YAieokIKv/6Cou8WYktvQVi7jkQPGo5mNGJv1ZbCRQuwt2mPPfMfq8kr/Ooox6PuYzvdWY05LoEW196EZjQqP0crhcjXo65/061qsx81R+BIVptCHCuoRbLGWyuVxgo3Bd6nR+UFGbXIT6/Ci1owY1vDFO4fgN2gEtuqtg6A2RD4QMen+Jj6FI6/fIq/0CoRo3owM40VBTOuVKV+1WhaXeV3VbF2tbqCF7+rSuUQoP/C95TG+nX05P1eN3hwPz75+G0mn3kpD155DMeffT0blv/Ijk0rKSspxGA04giLwBEWRUxiGn2GjafvUSdiNJrweT28+fj1/LZoPldddSG33nrVPt9ciiPcv2Lj6zUOEBkZWaehoSI6Opr27duzadMmxowZg9vtpqSkpM4sjby8PJKTQxuP2yDzsfv168ULzz8c9HF/2rWbl5b/GfRxhRChkxkZxiMj+2E2HtoZcDt3ZvP2jDmMP/sGbI7wIFcnQqW8tJBfFs4BICxrC3nPPY7L7cHRrgN+v46vohxPwW581dVoBgOW+ETixxxP1IAhtYt7xo0+lvIVy3Du3EHBgk8pW7EMc3QMVVs2Yo6KwRjeuL8vsaOPYdcrz1H41WfEHzu+UfcthBAiuHr27MriHz7i0stuZuZzd9CufVvOOetEEhJi8fl0ysrKKSsrZ/nytUx/7Fp++34+F9zyHO88dTPLf/6C119/igkTjg28I3FE+ufpIvUd51BVVFSwefNmpkyZQp8+fTCbzXz99deceuqpAPz555/s2LGDQYMG1b/QemiQhkZU1MF1f1RkV1Rx+w/Lgv7BsV/X8ZaWUL1jK5a4eGzpMt1LiMYSbbXw9OiBRNUjnvWJJ17E7ohg+AlTgliZCDW3s6ZR4dd1rr32TvoMP4GuZ0zjx5ItdbY70AeT5ugYYkeMBj9U79hK8Q/fortdxI8+jqj+QzBYDv337lDYW7Yi7pgTKPxsPub4BCIHDGzU/QshhAiuuLhY3p/5Mtu27SAzM2O/ca7ffruYKedcyRM3T6KitIgRwwdJM0M0OTfccAPjx48nMzOT7Oxs7r77boxGI5MnTyYqKooLLriA6667jtjYWCIjI7nyyisZNGgQAweG9nimQRoad9xxbVDHc/t83PDDUkpdwYlI8us6VVu2ULFmJRVrVuKrKAfAHJ9Iy2tuCco+hBAHZjYYeOzofmREHlo8K0BBQSFvz5jDCWdfj81+6OOIpsOg1ZzxFJeUzrPzN7N9wwpiE9OIik0EwFEYzYKdvx/0uPYWrbCf1Srwhg0seugIPPm7yf9gFs4d24g/6ZRGb6wIIYQIHk3TaNXqwB+Ijhw5lC+/mMnESRdSlJ/D119nN1J14rD1j4SSeo+jKCsri8mTJ1NYWEhCQgJDhw7ll19+ISEhAYAnnngCg8HAqaeeisvlYty4cTz//PNBKLJ+gt7QGDV6BD16dAnqmA//tpq1RSUYlE8S3r/qLVso/Pgj3FlZmKJisKW3oHL9Goxh4WRcfFUQqhVCqLhnaE96JR169CbUZGX7vF4iog4t5lU0Pf3bmgi36SxcpWMwGGjVsW5KVve4Vhg1A1/s+C1EFdaPpmkknDwRW4uW5M+fi3PHdpLPOhdLiM8/FUII0bC6dOnAzz99wieffLXfmRxC/CUUp5zMnDnzgNfbbDaee+45nnvuuXpWFVxB/2u64vLgZvvO37KDOZu2BWWsytWryHnhOTRNI+38y2h5wx349yyU4mjbAaM9uAuYCiH27ZKeHTi2dXq9x4mOjiIlJZlNq5cGoSrRFBSUa/yw/sDbdInN5LgW/YLQ4g4NTdOI7Nuf9CuvBU0j69knKFu6pPb1SAghRPMUFRXJWWedxuTJp4S6FCGajaDP0DjqqCFBG+vP4lIe+H057Em7UD7W0/c+zPX7/ZQv/x1zYgIpV1+FyVOz0nPCiSdTtNBB+YrfSTh1Uu1icrW3U1g4Wjm1I5hpIgqtKD2YdSn+pqjUpZpeopwAoDRYEMc6EjTgO8Xj26RzYY/2QRlr7txPyM7OYdxZQ4Myngi9TblqpxZ2im2BwWDgs62/4g/0B67696/ye6/4t6ESrGBJTiL9yqspmD+P/DnvU715IwknnwpGI+W/LqFi9SqcmzcB0OL2OzBFx9S7Lt2s8GA41KK7LI7AP6toR7XSWPG2wCknKbZSpbGshsDpKybFSDGV9AWvHvhAQTXlxKPwwqeSXgJgNwZOQ3EY1BJTVBhRS9owKjymRsXHS+VxDWaChmqaiApd8SBH5T6qpL2A2mOhmgoT3GSSwGOpbCNEsxLklJPmrEHW0AiGMrebG376FZcvOC8eZYsWUbViJfGnT0L7xzQvc2wctpatKP/jN4l7FKKB9U6K487Bhx7P+k9ZWTlcd/3d9B0+nn5HnRSE6sThpkN0OoZWGp9uXYJ+mHYtDRYLiadNwt6mLflz51C1fh1+jwe/9x9vyjUNY3hE6IoUQgghhGiimuQJXLrfz11LfmdnhVrmfCCVK1ZS9PEnRI0aRcSAAXtd/9eBYvW2LXtdJ4QIjoyIMB4d2Q+LUXHq0AGUlJQycdI0zNZwzrj8AWlGHsHaRacxvvVAjFqTfDlTFtGrN2mXXoYpOqa2mWGKiSF+wim0+u/DaKYm+/mDEEIIIYLsrzU0gvHV3DXJI6Tp6zfyXXZuUMaq3rCB/HfeIaxHD2KOPWav670V5eTNnAGAOS4eAL/Ph6+iHG9FOXpxOb6qCoyOcMwxsZijY2VFeiEOUpTVzNOjBxBtq//fTmVlFZMmXcSu7Hyu/d9swiKiglChOJy1iUrlxFaDmL/1Z3wq5wk2QbrTSc701/GVlmJOTCRm5CjCe/ZCMxqVTl8RQgghRDMSgpSTw1WTa2gsycvn2VVrgzJW2Y8/UvjhPOzt2hI/+Yw6p5r8xWCxYLDZ8Hnc7HzmMTSDEV9V5f7PN9I0rMlp2Fu2wdGyDfbMVhiNEhcpxP6YDBqPjuxPZlR4vcdyu92cc+6VrFq9nqsffI+UFu2CUKFoDlpFJTOh9WDmbfnpsGxqlC39FV9ZGWmXX4W1RQuZdSSEEEIIoaBJNTTyqqq55eel6PXsJPl9Pgo//JDyn34mctgwYk8cj7afae4Gi5XMG26jcv0aPIWFoOsYIyMxRURijIjAYovE4AjDV1mOp7gYd0Ee1du3UrF2JSU/L6ozljk6llbTbsBotdXvDgjRjNw1uCd9kusXzwqg6zqXXXYz3y/6mcvunU7LDj3rX5xoVjIjkzi5zRDmbfkJr662sGWoubKyyJ/3Aa4d2wnr3gNbZmaoSxJCCCFEiIUitvVw1WQaGh6fzo0/LaXYVb8Vt32VleS/8hbObduImziRyEEDA97GYLEQ0b0XuseNXlWFr7ISX1UlnoICXOXbar/Xq2r+rZnBsfcngJ6SIjhMDqKFaAwX9mjPCW0zgjLW9Okz+eCDT5l263N06iWpJmLfWkQkckqboXy4+Uc8euC0i1Cq2riB3DenY46PI/ncqTg6dQ51SUIIIYRoCnQ/9f6U/69xmrkm09B4bNUqVpQWHLiiABFX7uxc8p9/A93pIuXyi7G1ac3+ThzyG2uiXEsWfUv5b7/hLSnG7967maIZjRjDwjE4wjA6wjCGhWFOSKz9v9ERji02GUt8Uu0pLfub7KySEheKCFiVeFfVCFVd4TdKta7G7ijKeer/EITH/pjWaVzSs0P9B9rjk08X0qnXMHoPPT5oY4rmKT08nlPaDuWDzYtx615Uz94I6nNAgLGcO7eT8/qr2Nu2I3nKORgs1kMe62Do9sCn45gV4lgBwu2ugNvEKsSxAiTYygNuk2JRi231KLzIOHVzwG0AzFrgDylcWuAXPpNB7cMOl8KLqEocK0C4MfDPx6GwDYBL4fFSjfE0KJwSphqPqrKd6lgqcbLBpVaXrvD7rB6hqvB4qT4RKmwWzGhXVUr7VLyLvT+fFXCb34+dpDaYEKLBBL2hsWjRTwwfPuigzv/9PGsn723eDIC3uJTKn5bh3pFN/LTT0cxqBx1VK9dS8Pq7mOJjSL38EsxxsbXX6dXVaFbrXmtoFC9cQPGCL4no0xfLgIE1DYqwsJrmxZ7/G7EGvC9BjHEXolnomRjL3UN6BnUdgI0bttJ50PigjSeat7SwOE5rM4y5Wxbj1tXeoDcWv9fL7lkzsaakknLuVEkwEUIIIURdsiiosqAfRU2YcC6XXjqVBx64NeCbGV3XWbR6HTfMnkPF5ixcW3fi+nNL7YKc3pPHYU5OOOAY3tIyKr7/mdLPv8bevTPx503GiAV3bi7unbuoWrOOyhUrCe/Ti9gJJ6KZjHgKi3CuXEfxwq+IGT2W2LHj9ju+5paP7YU4GOkRDh4b1Q+rqf7xrP8UnxBL0e5dQR1TNG8pYbFMbDOMuRsX4/Q1nc5zyeLv8RQWkH7VtdLMEEIIIcReNIK0hkb9h2jygn4kdfql9/LCC3fzwYefMWRwX1q0SCc6OhKPx4vX68Xt9lBZWcnq1X+yctVaKsorADDGRKKZzWgmI36PF1NKIoYwBxU/LsNXWoZeWY2/ohq9sgpfVTV6VRV6ZTW+4pKa20dHYYyKZPczr+DOysbvrvlEzpycRMTA/pT/9AsVS5f9XajRSES/AcSMGh3sh0CII1aExcxTowcQYzvA9PlDdNyxI3n8iVdwOauw2hxBH180T0mOGCa2G8acTT9Q7W0aTQ3Xjm3YW7fFmpIS6lKEEEIIIQ5rQW9oHDX+PNJadmLlrwtZtf4PfvhpJVWVZZhMZowmEyaTBbPFRlJGO5KPO46y9HA0i5mSeV/jWrcJQ0QYkceNxNGnG7sfeRFP9m4MYQ4MYXYMDgea2Yxr45a99usrLcO1YTPmjDRiunXDkpGOJS0Vo6PmjU/kUcPx5OTg9/owxcZgi0/DYA3+my4hjlQmTePRo/vRKjqiQcafNOkkHnzwKVb8/BX9R05okH2I5inBEc3EdsOZs/EHqrxqawY0JE9xMdbUtFCXIYQQQoimyu+vPWuh3uM0cw0y17VdtwG06zbggNv8WrWebyr+wA7k/ud5XJt2AODo1QXv7kJyH3oOY0Q4KfdfjzklEb/XS9WS1RTP/RgAc3oKlhbpWDLSar7SUjDs+VTYsI/TRCxJiViSEmu/N7iOhAk4QjSeO4b0oF9KfIONn5mZQfsO7di6/ndpaIiDFm+Pqm1qVHqdIa3F1iKT8mW/ETV8ONZkmaUhhBBCCHGoGvTk3V3b/mT98sX4vB5MJgtGsxmTyUwJTpa4/wSTEc1swpyaVNvQqPj+19rbW/t0o/Sjr/AWFOPJzsPv9uDo04PoE8dhTjzw2hpCiMZzfvd2nNiuRYPvJy01ieLC3Abfj2ie4uyRTGo/nNkbf6DCUx26Oo4fj3P7VrJfeI7kKedhb9s2ZLUIIYQQounR/EFaQ6P5T9AIfkPjubvPY/DY08nL2sLHbz+K2WzGarPicXvweDx4vd69bmOICMOUGIdf10HXQffj13Vcf27BFB+DOT0JR/9u2Nq1w5qZvudW+//p+A2BZ1+EIh5VaSzFeNTGrksljrVmrMP3r+ZI+IMPpr+S3ca2SuWy3h0bZZ/lFZXYo+QTbXHoYmwRtU2Ncs+/IkUVJu4pR7se4AnFYLWQesnl5M14i+xXXyL+lFOJHDDwAGMF3p3PoRhzad/7NfjfHHa1tUZi7YEjWeNtFUpjpVlLAm7jMKidLqQS26oa5akyllFhLI9KPjpq0aEOxdhWlUhWlVhaAF0LfHDiU9imZqzAv9C6QW0sj8JUatU4VkNjRwEoPpfoKvUrlq4r7FQ1alUPYs61yj6D+fPRFO9jEIPahDh4knKiLOgNDZOngJcfuASj0cjll5/PnXdeh3lP9KpH17nop2/5o2A3fq8Pv8uNXuXElBwPPoUXe4/iu30hRKPolhDDPUN7YWikV/2y0grSUhtmjQ5x5Ii2hjOp3XDmbPqeUnfgN+UNwWi3k3zBNAo/mkfBnNl4du8m9vgT6sSL6243rqwsXDu349q5E93lAl0nrHt3IgcNCkndQgghhBBNSdAbGt98M5cdO7KwWCykpCTVue6Z9atYXlKEZjLVRNXZrBijat6cHAHNIyGalbRwB0+M6o8tyPGs++PxeCgoKKRdWGSj7E80b1HWMCa1G8Gsjd9T6q4MSQ2a0UjcyadgTkykcP5HVK1fj719e3xlpXgKC3Hn5ICuo1ksmOPjcWdn19zQ75eGhhBCCNGMaX4/WhAW9AzGGE1d0BsamqaRmZmx1+ULsrN4e8uGYO9OCBEC4RYTT40ZQKy98ZKC7r33MUpLy+g2QKKWRXBEWBxMajeCOZu+p9ildmpEsGmaRtTQYVgzM8l5/jnKFv+AMSoKR4cORA4chCkqiqpNGyn/9VcwGgnv3ZuYUaNCUqsQQgghGom+5ysY4zRzDboo6F+2VZRzz4qljbErIUQDM2oajxzdj9YNFM+6Ly++OJ3nnnuN0y68k8x23Rptv6L5i7DYa5saBe7ykNXhd7nx71ljyldaSvXGTTi3bMFTUIDBZiNq8GAihw7FFBUVshqFEEIIIZqaBm9oVHm9XP/bT1T5Ai9EJoRo+m4b0p3+qY2XMvTyy29x660PMPa0Szh6wgWNtl9x5Agz25jYdjizt/xAgbMsJDVUrVuLKSaW9BtvonrjRpybN+H3+YgZm4mjS2cMNltI6hJCCCFE45NTTtQ1aEPD7/dz/8rf2FIRmgNEIURwndutLRPaZzba/l55ZQY333w/o0+9iAlTb0GTJcdFA3GYbUxsM5w5m38g31na+AVoGvj9aCYTYZ07E9a589/XyXrYQgghxJFFUk6UNWhDY3bWRr7avQODwl58Ct0jv674E1GIDvWrxpAqJJqpxMRCsONRg7NNsMdSiiE73P+wjtD31KNapnBF306Ntr/XXnuHm266l1ETLuCU82+TZoZocA6TlYlthjN3yw/kVZfse6Ng/hr+Yyx7mzaULvqO6o1/4uhQNwZZNys8aTrU4jdtjsCRn5F2p9JY8bbAi6mmWtWaQynmkoDbmDW1mZ4ehRd4g+InVkqxrQovah5N7UXUoHCc4zAoxrYqbKcavakSc6sSX1szlkJEp19tLJXYWZWYWFXBjDTVFQ+sVB579bEC1696qK0So6r6eKlQ/TGqRrKqDXa4H7AKcWRosM99VpYU8OSGPxpqeCFEI+oSH829wxsvnvWNN97jhhvuYeRJ53PqhXdKM0M0GrvJwmlthpHiiG3U/ZYvXYpmtWKOi2/U/QohhBCiCfL7g/fVzDVIQ6PI7eS2VYvxKnbYhRBNV3KYncdH98duavg1hL1eL/ff/zjXXXcXR514HhMvukuaGaLR2YwWTm09lFRHXKPsr2rDn1SuWknCxEmY46WhIYQQQhzpNH/wvpq7oL9D8eo6d6z6id2u6mAPLYRoZGFmE0+NHUC8o2EXJHQ6Xbz44nTem/kRmzZt4aRzb2LcpMukmSFCxmo0c2rroXy49UeyKgsadF/Fn3+OtWVLwnr0aND9CCGEEEI0N0FvaLy8ZRW/FecFe1ghRCMzahr/O7ovbWMiG3Q/hYVFTJ58KctXrKHHoHFcf/HDtO7Yu0H3KYQKi9HEKa2GMG/bT+yoyG+Qfbiys3Ht3EnS1KnSwBNCCCFEjWCdLnIEnHIS1IbGwuw/mb5tbTCHFEKEyM2DujEoLbFB91FeXsEpp5zPth25XPvf92nVsVeD7k+Ig2U2mpjQagjzt/3MtvLgN+srfv8dQ1gYjo6Nt+CuEEIIIURzEbQ1NLZXFHHz0o+CNZwQIoTO7tqGUzu2bNB9uN1uzjnnCjZt3sGVD7wjzQzRZJkNRk5qOYjWEclBH9u5dQv29u3RjKpRUkIIIYRo7jQ9eF/NXVBmaFR7PVy9ZBZVejWHekymMhtG1xWn46rEtvqCF7UainhUvdHrav7TlZQ184fiqMxkrurbucH3c//9j7P4x6Vccd+bpLeST6dF02YyGDmx5SA+3vkLm8qzA26vkoap48O9axdhvXoe8HlYDwscTWmxewLvEIiwuwJuk2APHMcKkGgtD7hNiqVEaaxkhdhWp25WGsujkLduVFy0XC22NfBYKlGyoBbR6TAE/hkC2LTAvxNO1B5To8JBmkrtoBbvqhr3qRQBG8QV8VQiegF0hXxnldhTAJ/KWEGMk1X9OapExareR9XtVKjEtgbz5L5en8xW2u6PEyYGca/iiCCnnCir9wwNv9/Pvcs/5c8yWTdDiMNdp/go/jOiN0ZDw57Lv2XLdl54YTrHnXk1HXoMbtB9CREsRoOB8S0G0j4yLSjjubNz8Hu9WFtkBGU8IYQQQogjTb0bGrO2LeOjnSuCUYsQIoSSwuw8MWYAdnP9Jm6VlJTy4YefsXz56v1us379Rnw+H0PGnl6vfQnR2IyagRMyBtAxqv5NiIrff0ezWLCkpQehMiGEEEI0G/4gfjVz9Xrnsqp4Fw+s/CJYtQghQqQmnrU/CfWIZ62srOK++x5j+pvv43a5GDVqOHPmvLbPbT2emqnQRpPlkPcnRKgYNAPHpffHoGmsLdlxSGO4d+dR9v0PRI8bi8GiNu1fCCGEEEcGze9HC8LpIsEYo6mrV0Pj6iWz8eiBz1UVQjRdBg0eGtmHdrFR9RpnxozZvPzyWxiMNU8rW7Zs59pr78TlclFeXklFRSXlFVUYNI2ICAcA5SX5hEXUb79ChIJB0zgmrR8GDKwu2XZQt9WdTnbPeBtTbCxRI49qiPKEEEIIIY4I9TrlJKe6NFh1CCFC5MaB3RiSkVTvcQYP7s9RI4di2XPKys6dOXyzeBVLV+xgS46LMm8Ulpi2+B3pfPPNYoDa5ocQhyODpjEurQ89Ylor38av6+x+9x08RUUknX8eBrPMzhBCCCHEv/y1KGgwvpo5eTchxBHszC6tmdS5VVDG6tatEx9+8Aa7dxdw7bV38eWX33LqtDtp333QXtsOO/ZMvp0/nbgkWTtAHN40TWN0ai8MmsYfRZsPuK3f76fo00+oWr+O5PMvwJKS0khVCiGEEOKw4geFEC21cZq5ejU0zKbAp5v4VbLrAIMx8E9MN6hNKFGKGFWMIfUbA9evHI+qUH5IImBNCo/FEfDHoKxhA0AazYgWyVzTv0vQx01MjOfNN5/m+OPP5oPXHuCWpz6pc73H42L5T18ybuKlGGWGhmgGNE3j6JSeaAYDywo37rmw7jZ+Xafwo3mU/fgjcSdNwNGpEz67Ysyl3RtwmzCHWpRnjL0q4DYJ1gqlsdKsJQG3STUXK40VprkDbmM2qJ3i6vQHnvViUI5tDfwcpRI5qRIlC2p1OQyBHytQi0dVja9VifJUiXYFtcdLJQoXwKgQ0akatapyH3WVAznUYlR1xeMqlfuoOpbKY68SOQvBjcNViVpt7P0dzHZCiNCSdxNCHIE6xEXxn6MaLp7VZDLh83nZvnEV7zx9C6ktOzDs2LMAuP+SMeTnbCciOo6WHXo2yP6FaGyapjEyqTtGNH4t3FDnOt3tZvc7M6hat474004jcuDes5aEEEIIIf4ii4Kqk4aGEEeYRIeNJ8f0x1HPeNZApk49g8TEeLJ2reKXhbNZ/uMXaAYD+TnbARh50vkNun8hGpumaQxP6oZRM/Bz4XoAfBUV5L7+Gu6cXJKnno+jU6cQVymEEEII0XxIQ0OIJsxTVETeG68TN+Fk7G3a1Hs8u8nIk2MHkBhmD0J1B3bWWadx1lmnAfDZZws566xLa687bvJV2OxhDV6DEI3Fo/vIqsxnS0UuWypyai7Lzyfn1Vfwu92kXnYZ1oyMEFcphBBCiMOCn+As6Nn8J2hIQ0OIJk3XcefkkPPC86TfdDOWxMRDHqomnrUvHeIaPyb12GNH8dxz/2XgwL68/fZsnnrqGZLSW9N/5MmNXosQwVLqrqxpYJTnsKMyH++edRJ0t5uyHxdT8s3XGCMiSLniSsxxcSGuVgghhBCHjWAllMgpJ0KIUDLFxWFwONCrqij59hsSTz/jkMe6fkBXOtiMzJnzMaedNj6IVQamaRpnnnkqAHfeeR27duXyxiPXsOLnr5h40d1Exyc3aj1CHAqfrpNVVcCWihy2VuRS6Cqvc73f56P81yUUL1yAr7KSyIEDiRl3DEaHI0QVCyGEEEI0b9LQEKIJ0zQNW6tWVK1ZQ8WyZcSOHYcpJkb59plR4YxtncqYVqmUbt1Ghw7jAJgw4VhMptD8+RsMBl566RHGjh3Bbbc9xL2XHM34s29gxPhzJPVENDnlnmq2lueytTyXbRW7cePZaxu/rlO5cgVFX3yOt6iI8F69iRk3TmZlCCGEEOLQ6AQnWTEY0a9NXJOJbdUVtlOJdgXQFaJWlWNbDYG3U49aVYiAVfylU0kO0xXrUkmlUvwxHhkaeeaWrVUbqtasAV1n11NPETloEJFDh+33U9/0SAd9rAb+/Gg+vTq3J8pTwn9feJm5c/+OTw1VM+MvmqZx2mnjGTNmBPff/zivv3Ifvy2ax7X/m4XZYgtpbeLIpvt1squK2Fqew5aKXPKdpXU3+Mdzod/vp/rP9RR9/hnu7GwcnTuTfO5ULCkp+Ox+fIGeLByB41gBbPbAMZ3RtmqlsRJtgSNZk6xlSmOlKESyZijGtqowK0ZmqkSRWvxqj73Tbwm4jVkLPJZTDxwlC2BWiHcNM6hF9PoI/Hj5NLXHVGUsXXUshXQt1ehQn65wH4Oa5qV2kOZTODBUiYkF0IM4Fgo/R5Vo1xqB9xmaqNWg7VKNHB+LBtIUUk7++9//cuutt3L11Vfz5JNPApCbm8uNN97IggULKC8vp0OHDtx+++2ceuqp9a71UMnHoUI0cVHDhuHcvJGqdeuwpKVR8v0iyn5dQvJ5U7Gm1ywymBruYEzrVMa0TqVjXBTnnHMFn33yFd9+uYjqqrpvYN5885lQ3I19ioqK5JFH7mb5ijVs25mPpnhALEQwVXqdbCvPY0tFDtvK83Dpe8/C+Dfntq0Uff4Zzi1bsLVqReplV2Br1aoRqhVCCCGEaFhLly7lpZdeonv37nUuP+eccygpKWH+/PnEx8fz7rvvMmnSJH777Td69eoVklqloSFEE6cZDCScfgbb77mbsC5dSDjtNPLeeovcl17kgscf4pzRQ+gcH432j48lXK6aT/D+3cy47rpLsVqtvP32bPLy8snPL6C0tJw2bTLp2rUT3bp1Ji0tuc5YwbRs2Qry8gro168nCQk10/GnT5/Jst+Wc9V/ZmAyB/40VIj60v1+8qqL2VKWy5byXPKq98wi2MeMPL/Ph6egAE9xEX6PB09xMdWbNlC9fj2WlBSSz5+GvWPHBvubEUIIIcQRKISLglZUVHDWWWfxyiuv8J///KfOdT/99BMvvPAC/fv3B+COO+7giSeeYNmyZdLQEELsX+Xq1QDEtO5Az9b9aPXgON6960JWvvUuXSafsNf2sbH7Xmfj8cdfqP1/ZHQckTHxWO3hfPr5d1SUlQAQHR1Nt26d6NatI8OGDWTkyCFYrdaANZaWlrFp01bef/8jXn11BhER4Uyf/jQjRw6lvLyC++9/nFdeeRuAE04Yy9tvP8fOndncedfDDBl3Bp16DzvYh0UIZdVeF9vKd9euh1HtO/BpHLrLRfHXCyj7dQl6VVXt5ZrZgiU1hcQzzyKsR080g8wqEkIIIUSQBbmhUVZW93RSq9W63+P7yy+/nOOPP57Ro0fv1dAYPHgw77//PscffzzR0dHMmjULp9PJUUcdVf9aD5E0NIRo4uLsVgoXf0/b3kO4ZMBkbPZwDAYDx06+ilcevIxVq9bRrVunOrd5/PH7eP/9eQDc9synmMxWSgpyCYuMJjImkYioWIymv8/p9vv9FBfkkLVlbe3X7A8W8vzzbxAdHc0DD9zC5Mmn1H4K7fF4+PrrH/jww89Yu24TO3bspKy07hNlWVk5p5wylTFjRvD776spLSsnISWT/JztDB3an4KCQs4590qs9ghOnXZ7wz6I4ojj9/vZ7Sxha3kuW8ryyKkqVD4z3JW9i7wZb+MtKyVy4CDCOnbGHB+HZrGi2W3SxBBCCCHEYSUjI6PO93fffTf33HPPXtvNnDmT33//naVLl+5znFmzZnH66acTFxeHyWTC4XDw4Ycf0rZt24YoW4k0NIRogmJsFka1SmVs61R6JsUx4MnH2fT7j1w/sRuDxkzknGsfpcegccQmpPDyy2/zzDMP1rl9UVFJ7f+zt21gwKhTSGnRbr/70zSN2IRUYhNS6T5g9N+33b6Br2Y9z+WX38KcuZ8ybuwItmzZzty5n1FYWEh6yw607NibNr2PJy45g/ikDFIy2/PGI1eza+s6omKT2F1ho0Of0QwZdzqPXH8KANXVToYNn0C1y8eld72OPSwyuA+gOCK5fB62V+SxpTyXrRW5VHqdNVfoaqeD+L1eShZ/T9GXX2BJSiL96uuwJCTU3UbOLBFCCCFEQwvyDI2dO3cSGfn38fa+Zmfs3LmTq6++mgULFmCz7XuR/jvvvJOSkhIWLlxIfHw88+bNY9KkSfzwww9069at/vUeAmloCBECRZ9/RulPP2KwWDDHxWNv147UIUM4tndnxrRKpXdKHKZ/fAr8v//ewWmnnQ9AVGwSAEajiaHHnsXs95/hoYduJzw8jM2bt/Huux/w3sx5AJjMVnoNPe6Q60zNbM95Nz5Jn+HjmffGQ/z446M4wqPoO+IUBhx9CumtO+/zdpfe9epel+m6zqnT7mDRx9N54MGn6dpvJBMvvofYhNRDrk8c2fx+P4WustoGxq7KAvRDiCHS3S4qlv9Oyfff4ikqImrIUGKPOQ6DWS2ZQgghhBAiqIIc2xoZGVmnobEvy5YtY/fu3fTu3bv2Mp/Px/fff8+zzz7Ln3/+ybPPPsvq1avp0qULAD169OCHH37gueee48UXXwxCwQevXg0NizF4sa1en0L0llFxmq9S1KriQa/CdipxrKAWo6oFfkj37FNhI4XHQVUQk7eOCPv6tfdVlFOyaBGe3XlUrV0LgDUtHWO1k+KvvuSEpChuv2ryXrf7449VXHrZzcQnpXPmlf+lY6+hAJSVFJCfvR2Xy8Wrr87g88+/5ddfl+EIj6TP8BM558aJZLbvEZTFCrsNGEW3AaPw7+nyHsqYBoOB0adcyOhTLsTv98siiuKQuHUvOyp3s6WipolR5v57fYv9vfDv61fNlZNN2ZKfce3Kwp2Tjd/rxdGpM0nnnoclOQXYd0Kz36L4ZBgWOMrT4gicpgIQ5XAG3CbOXhVwG4AkW3nAbdItRUpjpSlEssYpRow6FSJZPQqRkwBGhaaWG7Vcc5UIS7MWeCyjYtynRyG21WZQ+71RiYo1KsZ9qkThqkaHGhU+cVSNDlV5XI1BPIDRFY9pVX4HVd+oGFQ+oVUcS1cYSvWxV4nWVY1tDWa8q4pQRMD2/GhuwG2WnxS62EshAEaNGsWqVavqXDZ16lQ6duzIzTffTNWeNcUM/zr11mg0ouuq8dHBJzM0hGgEutNJ9gsv4Csvw94iE6PFgs/tpmrzJoxGEyNGDOG++26qc5vqaidvvjmTe+99jNSWnbj4zleIjEnAWVXBvOn/48cv3sPrrTmwve++x+jUaxjn3/wMPQaOxWLd9zSx+gpWE0KaGeJgFLvK2VKRy5aKXHZW5eNTeHN1IO68XHY9/wzGMAe2lq0J796TsC5dMcXHBqliIYQQQohDp/n9aEE45eRgxoiIiKBr1651LgsLCyMuLo6uXbvi8Xho27YtF198MY8++ihxcXHMmzePBQsW8Mknn9S71kMlDQ0h/sWv6+guF3p1FXp1Nb7qavTqavSqqr//X3td1Z7rav7v9/kwx8ZhTkjAHBeHZjbjLS6mev168Hg454HX6NNhIJqu8/PCObzz9C34fF5iY6O47rq78Hg8eDxesnblsXXLNpwuF4NGT2TSJfdisdrw+/289cT1/PnH9wwd2o/vvvuJTr2GctZV/yUuKSPwnRPiMODRfWRV5dc0McpzKPFU7rWN3+fDuX07VWvWULVuLZ7CQjSjsfYLoxHNaEIz7bnMYARjzUueOzsLU2wc6Vdcg+Ef55D6D+F0FSGEEEKII4HZbOazzz7jlltuYfz48VRUVNC2bVvefPNNjjvu0E9xry9paIgjnre0lIpVK6hcuRJ3Xi6607nfRXgMNhsGuwOD3Y7RYcdgd2CKjsFor/k/BgPeokLcBfm4du7E5PcTERlL31ETGX7cWSSnt9kz0N9TlJPTW7FmcxFGowmD0TGwE30AAI11SURBVITRZCYmoycdBkyg5+BjSEjJrN3W7apm7bLv0XVvTTOj5xAuueu1BpuRIURjKXVX7pmFkcOOyny8Aabe57z0Es4tmzGGh+Po3JnIwUNA1/H7fDVfXi/s+T9e39+X6zphXboSOWBQnWaGEEIIIUSTEeRFQQ/Vd999V+f7du3aMXdu4FOoGpM0NESz5df1/cYr/t3EWIFz2zYwGnG070D0USMx2B17GhQ1TYq/GhcGW+C4RpNmpHVECh2i02kdnozZsP8/saHHTGbwmEkYjGrncgNYbQ7ufXURv33/MeERMfQbOWGv89iEOBz4/DpZVQVsKc9ha0Uuhe79r+3gq6qi6JOPcW7diik6mqgRR+GrrCS8dx8STj8j4N+lpphyIoQQQgjRJOj+4CxiqLJ4zmFOGhqiWXFl7aTk+0VUb96E7nKTeuHFWFu0oHLNapxbNuMpKNjzlV/bxEg8fTKOzl0w2u2HtE+TZqBVRAodotJpHZGC5QBNjH87mGbGX6JiExk14YKDvp0QoVbuqWbrnlkY2yp349EDL5zp2pVF7muv4Xe7Ce/bD9eO7eS++goAltSUgM0MIYQQQgjRfElDQzQbRQu+onjBl5hi44jo15/yZb+RP+8D7K1bU/rD95jj4zEnJOLo1Alr6uh6NTGMmoGW4Ul0jMqgTUQKFqPEOwrxb7pfJ7u6iC3lOWypyCXfVXpQt3dlZ5Pz0kuY4+JIOvc8TNHR+P1+nJs2UvLtt1hTUhqociGEEEKIEGoip5wcDurV0LAaA3+65tPVPj0zGQOvWu9T2AbAbwo8vVhXnYKs8AG6agSsX+HR9vvU6lKKbVWMF1PSxHNbqzZuoHjBl4T37kNE336YIiNxtO9A7ttvUrr4B2JGjSZ23LH12odB02gZnkSHyAzaRqZilSaGEHup9DrZWpHH1vIctlbk4dLVIib/zbVzJzmvvYIpJpbkaRdhdDjADxoa9rbtsbdtX7OhytOc6vOXwsuVbleMprQHfn0Mt6tFmsbaAkeyJtnKlMZKtpQE3CZVIY4VIMMUOALWoZhoZFCI3/SoRkAqHLyZFeJRQS2u1KPw4m40qP3euBXrUqESo2pQTAxSiXdVeaxArS7VOFmVuE/V+6i2P9XjKoVjWqUDObXHSw/JWI17XBiKCFiVeFfVCNimfRQtmqYgNTSOgN8+maEhmgW/t+YgsOL3ZVT8vgwAzWzB1rIljvYdcHToeEjjGtBoEZ5Ih6gM2kWmYjNaglazEM2B7veTW13ElopctpbnkutUezO8P97ycsp++pGSb7/BmppG8gXTapoZQgghhBD1tHTpH4wZ0zbUZYggkoaGaBbsrVpha9OWiB49sbVug6+sDOfOHVRt+JPCTz+m8NOPSb/uBqzJgaeoa0CLsL+bGHaTJCEI8U/VXhfbKvPYUp7L1opcqn3uQx7LvTuPkq+/xlNYgK+0DG9ZKZrRRNTQYcQecyyaSV6mhBBCCHHonnrqZd6b+RG9enZh5swP8R8Op2HIKSfK5EhRNAsGm420iy/9+4LEROxt2xLWpQsF8+dRvWEDxrDwA46REZZAh6h02kWmEWaSGFQh/uL3+9ntLKmJVS3PJae6MGgTGAs/modzyxbCevTE3qYtpthYwrp1l1kZQgghhKi36monDzzwJB6Ph51ZuZw67fZQl6RG9xOU00Uk5USIw5PudJL33jtUrVuLMSKChElnYIqI2Gu7dEc8HaLSaR+ZTphZmhhC/MXl87CtMo+t5blsqcil0uusuXxXFtUbNuAtLUUzGtEsFkwxMdjbtsMcG7vPsWpShrZgjo/H2iITS8rf6SQGmx1zQiKJZ0xutPsmhBBCiNDKycnjxRffJDExnszMdEaOHEpYWHA/zCgtLefuu/+Hx+Phjue+JK3VoZ2CLpo2aWiIZqly3Vqq1q0lYeIkInr1qTNtPdURR4fIdNpHpRNhPrSUEyGaG7/fT6GrrHYWxq6qAvR/fTJQ9svPFMydg2a1YoqOAd2H7nbjKysDvx9rRgZh3XsQ1r1HbXPDr+uULV5M9aaNteMY7HZsLVthTkrCW1SEOycbX1WVzMoQQgghjhA//vgrTz/9Su33cXFxXHXVBVxwwVlBaWzs3l3AhAnnsWXrDs64/D+HXzPDr9d8BWOcZk4aGqJZ8hYXY7Dbiew3AIAUe2ztTIxIi7xpEgLArXvZUbm7di2MMs+B0zSq1q4FIGrYcGLHHVN7ue50UrV+HRUrVlD85RcUffoJ5qQkDGYLnsIC9OpqDA4H6dffiCc/H+eWzTi3bqFy5Ur0qkrCe/fBYJW1aoQQQogjxfHHj2HKlEm8/fYsLDY7BmsE9933OE8//RpXXXUBZ599GrGxMYc0dlZWDhNOPo/C4kpufnI+KS3aB7l60ZTUq6FhNgaOFzPrahFkbmPgmCiDQe0cIE0lRlVxLKVIVkPwolZ1tbSsxhfMCNgG5Nd1PAX5VG3cgD0ugeFJ3egQlU6UJSzUpQnRJBS7ymtnYeysysd3EJ17d14uAJ78/DqXG2w2wnv2Irxnr9rmhnPLFvy6jr1TJ+xt22JrkYlmMmGKjMTepk3w7pDCU7Tq05dPIZJVcwSOYwVw2AMvlBpjDxzHChBvqwy4TbJFLbY1w1wUcJs0U4nSWKkK0dU+xcXIjFrgYwWP6lgojKUQq1kzVuB9ulXiUXW1/ZmVHge1AwVdIYdY1xSyihXH8imO5VMYy6Op3UeVeFfVGE9d4YnCGMyxFM+N1xWyqQ2KY/lUxgrifWy6UatB251adPjBbHcEsdttPP30A0ydegY33Xw/vy39g6jYRIqKC7j77oe5++6HychIZ8DA3tx3702kpCQpjTt37idcf8M9mKzhXPu/WSSmtmzYO9JQZFFQZTJDQ4SMX9epWP471owWWBISlW/j3L4N184dGKxWDHY7BocDg82Oc+sWnL8toTK35k3X5MsfoH9Ch4a8C0Icdn7MX8u60p0HfTu/z4e3pITYE8YTNXTYfrf7Z3NDCCGEEOJAevXqxpdfzOSrr77j2Wdf58cfd9det3NnFjt3ZjFn9ny++OJ9Bgzovd9xCguLuOGGe5k37zP6DD+BMy77D+GRhzbDo0mQRUGVSUNDhEzlmlXsfv9dAFIvvgx76wNnQntLitn1/DN4S0vQzGb8Xm+drqPRZKb7gNEMvXwy6a07ExmT0KD1C3E4Gp3Si6yqAso91cq38ZaUUPTlF6DrWNPS0BRm1AkhhBBC/Juu62zevI2srGwqK6to1641HTq05ZhjjuaYY46mqqqarVt3sGXLNjZv3sbzz79Bfn4hxx03mUcfvYepU/deRPyLL77hqqvuoNrl4YKbn6XviPEhuGciVKShIULGW1ICBgOWxERKvvsGS1IyBrujNv3g3wq/+Ay/7iPtsqtIaduFDlHpZJqjsHn8VJWXEJeccXh3YoVoBDajhePT+jNz26IDbuctLcW5dQvVmzdT8dtSNKuVuJMmYGtz4MajEEIIIQRAbu5u1qz5k8LCItat28iyZStZvmIN5WV1T5McNKgf55wzkQ4d2lJQUMSKFWvYsGEzHo+XxMQE8vMLGXbc2Vx33V0sX76Ghx++E6vVSllZObfd9iDvvDOHrv1GcvbV/yMqVu3UlCZPTjlRJg0NETJ6dRXGsDDCunaneOFXbLvvLtA0jGFhGMLCMYaHY6z9N4zKVSto93/27jq8ybN74Pg3niZNUzfq0OLuMGSMMRjzsY25+8bs3fbO3fe+79zdlY1tMMOGu7u3pe5tGk+e3x9l3fgNyAO0tJTzua5caZM793OSSpKT+z5n+FguGn0VsaYINH/fBJmU1nJ3RIijTKo1jgGxHVlSvhkAT0EB9WtW46soJ1DnwF9Zib+6CgB9bCz2kccTOWIkWrO0NhZCCCGEOj16jMTn8+11WWRMIv1HHk9KZhfC7VHs2ryahdO/YeHCpXuNy+rUG4PRzOb1mwAYPPoc0jp057NX72P9hi088/R93H77Q2zZtosLJz3N0JMm7v3e4Gin0EQJjcOforWThIZoEd6SEmoXL8Sc2Z6oE8ZgyemEv66WgMPRcKp3EHQ40LhcaCur8Nc7iIyM4cxTrybObG/p8IU46h0X15VtpTvY/M0n1C1dgtZqxZiUhN4egSk1FXN6OqaMTPQ2W0uHKoQQQoij0MyZk3nzzQ9ZvXojpWXluFwu6usqWTp7CktnTzngbXdsWolO99db1WVzfuDsq+4nOT2Ht564ltGjJ2CzR3PHs9+QktWlue+KaMUkoSGOKEVRqF+3hrLJX6OPiCDujLPRaLWY0zMax0QYLHS0p9AxMoUEc2TbyrYK0ULcrnrc9XW43fU4airZsWE5m79/i3pXPbFnTcA2YIDUxhBCCCFEk+nWrRMvv/zUPy73+/04nS5cLjculwuns+Hc5XLvubzha4fDyeTJP7Fw4TLaZXYGIKNjL+59+Wfytq0lo2MvLOFt9INO2XKi2mElNH4f+b9/XFZdve1wpjygi9e+qGpcndcUcky916hqLqeKcT6fujcBPk/oh9vvVfmGwhO67ZnGpy4RoFU57lAFHA5KPvoIxe8nUF+Pv7wcS9euxJ13HlqrFQUFmz6MjhEpdIxIIckcLUkMIZqIoih88doDzJn68V6Xh4WFMXbcKAZdehFvbC9sGHugiY6BP0mtiv+rSpW65466QOgHLBBU96D6VPTz9ivqWmZ6gqGfh9xK6HasAD6lKOSYDgZfyDEA4ZrQj6sHdS1zDSpaebpVtis2KKGPqWYuo1ZdC3u3Evrn40Xd6wQ1rTy1WnWPg1bFfdSqbYWrYi6dyrnUtLlVMwbAHQz9e6+mVSmAVhv6Z6SmFS6ANqii/a7Kv3+tinFNOZfadxlqH9emoqg8XlO+D/SrmKvXlG9VzbXq9LMPM5qWp9friYiwERGx/1Wgmzdv45ZbHmDx4mUMPWkifYeNb7wu3B5Nl74jjkSoLScYBJX/C0PP07bJCo02QFEU8PtBq238hFXx+fDuKsK1cTPuHbsIVFdj7deHyJNG73OOoMdD0OlEH9X0RTWDXi/u7dsbv0+47DIs3boRbgijoy2FThEpJIfFSBJDiGYQDAZYMe8nAL766h2sVgsRETY6dmyPwWBAURTWefzM210aYiYhhBBCiObl8Xh44YW3+M9/3yA6rh23Pf0FOT0Gt3RYohWThMZRKlDnoOq7qXh35uGvqETx7fkUSatFYzSieL0QDKIJM2Nun4XWFk711F+onvoL6PUQCKANC0MfF0tYZhZ1ixcTdLmIOess7EOHNmmshuhoMp54guqZM6meMYOSDz5g7DX3cNrp10oSQ4hm5nTUEPAHsFgsnHjiPz/N0Gg0PHRcL879fjZVbm8LRCiEEEIIAYsWLWfSLfezY/suTpxwHSeffzMGY0NBckVRjq33DbLlRDVJaBylamfMpX7hssbvtWFhaMOtaM0mtOFWLD27YkpOwZiagkanI+j14li4GCUQRKPXodHpCDjq8RYWUTN3LgQalmTWr1nTZAmNoMuFr7wcY10taX4P7fAzf891PTsPOrb+KQlxhGk1EFRgw/I/cNXXctNNVzZepygKZWUVfPHFd+zeXcQFF5zFA0N6cPvMZQeYUQghhBCiebz44ts8/PCzxCenc89LU2mX2QmAYDDIKw9cTMnu7Tz63ry9CoW2aZLQUO0Y+Y1oeyJPHUNY1454duTi2b4Lf3lFQ7vF8gpQFHylZdhHjcSYlgqA1mgkYsSwfc4VLK0m7/HHAYg988xDjknx+3Hv2oVz0ya8W7fi2r278bqS8AjaZXTilItup/+I04hvl3nIxxFCHNigbD06rcLcDV5+/fp1AD788Eu2bt3Brl0F5Ofvxul0otcbCLdH8/bbH6PT6TBFROA3mzGlp2Pp2oVAXR3h/fqh0ctThRBCCCGaj9HYUMemtDCXD5+/hYiYRCKi4qipKGHjynlAw6pTmz2mJcMUrZC8Sj1KaXQ6zNlZmLOz9rpcCQTwFhRR9c2PVH79Hab0dExpKSHn00VEEKitZfdzz5F0ww2EtW+vOhbF76fip5+oW7wYxevFGhlNt97D6XzOrSSl5xCXlI4l3C4rMoQ4QiymIBUOHR6Pk9LdOwAIs8VQWKUlKWcw3YalEpOQQlbnPoTbY9i8aj7lxflUV5exNG8llSuXU7doEQA1c+aSdPNN6CxhLXmXhBBCCNGGXX/9ZUyYcCq//TaLZctWU1paTknpNvR+L/3792Lp0lUEA+qKQ7cJQYUQ5doPYp627ahKaHzc/ZaWDmGfrtzwX1XjalV0X3GoGAPg9O6/GreSYqXq0zrCOqVhGxSJRlO/z3FBrw/35t04CyowZiTgWlOLNtyCsWckRLj3GhvYT/eVcL0e5+vfUDtvKePOv5neQ8bRLrMzWq26KtlCiKY3e30QRQkSZrHxyo/bQ47/e6XwAZ4qPtw2Fcfadeijoih58z0qp/1E7MQJzRlym6OpDd0xwVmv7ik4vz7080KVzaJqrmLb/ivK/2m3VV1x6FxLbMgxu8yhO6EAZBtLQo7paFD3vGJS8dLGoLJjik9FxxSDiq4dPtVdVdTMpe5xMCqhu3uoGdMwLvTjZVTdTaTpOpMYmnIuFePUdEIBMBB6LjXdiwD0utA/b7+ici4V3T3UdhzRqzimSavu70xVRx6NujdlasZpVM6lZpxXq/LNooqH1X8Ufu43ZcrPrFq1noce+leTzBcXF8OFF07gwgsbXnN4vV7eeutjHnnkeUafdTX26IQmOY5oW46qhIZQp/L3VXjyyjCmxZP/wHsoXj/hgzoTc9bwvcZVfDOHym/ngEaDOSeNuOsnED60R2OnlP2x6PSMSEzipHYpDI5L4KE5a3lz3lLKC3NJbd+1Oe+aEEKFw0nGJ5qiGJ7clznmhjfRESOPo+6P+SjnnBnyf4MQQgghjh333/80u3cX0qFDRmMSoikoisKvv87i3vueIjc3n+EnX8QZl93dZPMfDRSl4cOpppinrZOERhukj7Bg7ZaGJiwMjclI3by1uLcX7pXQqJ2/riGZAST++1IsPbIPOKfR6yOnyklKvRdDdS27c2fySO5u8nJ3U1lZCYCrvpZgIIBW3vQIcVQbGNmJHc5idrvLMWdlUvPLdPxV1RhiZd+qEEIIcazz+/189900qqpqALjppnsoKSnnttsOv4Ph5s3buOfeJ5k1cy6dew3l3pffol1Gx6YI++iiKE2zXUSKgoqjkX1IJ+xDOuH26Cn/dHrj5RXf/EHMhBG4dxZR9N+v0RgNRAzvgdZkxLu7FIJBAk43QaebYL0brdtLgsOLY8NOdmzcytZAAK1WS0x8O6ITUolJ6MTQbicSm5hKRk4vKfQpRBuh1Wg4JX4A7+3+De+eLQqB2jpJaAghhBDHKJ/Px7Rp0/n555n8+utsqqur6Tf8VM6/6Qlmfv8ejz32H7Zu28GLLzyO0Wg8qLkVReGPPxbw9tuf8ssvM4hNTOW6B96mx6ATpQafCEkSGm2Yr6iSyu/mNX5f/vlMok4fChoN6HUoXh8105dTM335Pm+vNxgJxMST2akvg264lA5d+xOfnIFOr24PqRDi6GU3WBkT24cfPW7Q6fDuLsCcldGkx1AUBX9FJfVLl6Oz27ENGdik8zcFRVFQPB60ZnNLhyKEEEK0iNmz53P3v59gy+atpGZ1ZvDYi+kx6ETSs3ug0Wg45aLbiG+Xwccv3IXZZOJ//3tM1bwVFZV8++1U3n7nU7Zt3U5KRkfOu/4xBo85B4NBXV3BNktpoqKgskJDHM2MyTG0f+8uiv73Nc6NeSTffg5agx5zRiLZH9yNv9qBRqfFV6eQ6Akn3ZRMtr0Ddms0lvAIDEZ5AS/EsayrLZ3tUUUUxsXgLVRX3PH/U4JB3Fu346+oJOhyEXS7Cbrc1P0xb69x+pjoVpfQUAIBSt54F/e27SRcdxVhHQ+8NU+II83jVpj8eT0nnRpGdKxs9xRCNK1Nm7Zy//1PM2PGHLK79ueel34irUP3fY4dcPyZ+LwePnjxbtq3z+DKKy/EbDbhcNRTWlq+51RGaWkFu3bl8ccfi1i/fiNanY5eQ8Zy+1VP0aHbAFmR8adgEFQUpg5JamiIo50uwoJ7eyHW7lnYBnZuvFwfZibLmkWOLpMsXRpmzcEtDRNCtG2KolCUt5Wq7yfjKy4lYtTIQ5qn4PFn8ZeVN36vi4okUFX91/f2CGzHDcbSc98vkI4Ef1U15R9/jq+sHENcLLEXn4/WaqHsg09xb94KioJj0VJJaIhWZ9ZvLp55uJrX/lvDW5/F0bm7PJcLIZrOO+98yowZc7ji7pfpN/zUkMmGoSdNpDB3Cw888DQPPPA0BoMBn8+31xi93kBUXBJZXfpz6dir6dx7GPbo+Oa8G6KNk4RGE3i3y+0tHcI+Xb/pWQCc/ZMoWZ5L76QCovyZxHk7E+vrhEEJa+EIhRCtRSDgZ+60T9m0aj7VZQWUl+RTX1dDuM3GpIfuZEpCLIra9nR/Ez3xDBwLlwEKzmWrib1sIqWvvIuldzdiLj9/rxdHSlMsrTwEjpUrcG/djqVPDzw7cil47Gm0YWEEPR4iThxB7fQ5GDNTUAwKqGz315QUFe1d6+rDVc1Vr6IFbEWEVdVcpbbQx9xtacIWsKZiVXN1MpaGHJNjUPf851F8IccYCP3pl1tFG08Ag4pP49x7lg9v2+rj03fqSEnT4agLMnNqPX17/rVKQ00LWIPKtq1mFS063SpauwK4NaF/n92KusSMWxN6C6xbUbdNVs1cJq26uTwq2rv6NOpW1ARUtOn1qWzbqqYlq9q51Pze+4LqWgwbDKHnasq2rU06l8rnLTUtYD0q4+r7y1chxywfe66quQ5EURTmzlvCoNET6D/iNNW3O+eaBxk8egKFuZtxOmqw2qKIiIojIiqWiKh4LOF2WYWhhmw5UU0SGm2Y1+FlxX8WsPuPXQw+9wwG19yKUVH3QlUIceyoKi/izceuIm/beoYNG0zv47qRmnoSvXp1ZdCgflgsYUSvXs/7m7Ye9NxhXTsS1rUjdfOX4Fy2GiUQQPH5sPTr1ewvaJRAQFWr2fDjBlL7+x84V6wh6rwzwO/HX1WNdVBfKj7+GoJBbMMHNWusQuxPIKCwZLGXZct8FBYGKK9U2LjeR15ugLh4LalpOnbnBejWQ+pbCSEOTjDYkEzSavdOPq1YsYZvvvmRLZu3cuMF9wJQV1NBVVkh8cmZmC0HTminZHUhJatL8wR9jFCCQZQm2HIibVvFUWvJkpX8cdlUnLVuLrvjfwwYdSYaFZl5IUTbEmnVkWDX4fIp5Jf7UBTYuGIuc6Z9QnJGR9xOB0tnTSYiPIwZM76ld+99b/24oVtnFhaXsqm65pDi0Oh1oNFQ9e1P6CJs1C9eQVjnbDSGw3sTpvj9uDdvx1tQhK+wGF9RCYGqGgJOF/j9aEwmdDYrWls4uvA957ZwNDpdQ3LF78dXVELQUQ9AoLKKqLNPaZzfPu4Eyt/6mKKnX8bSpzv62GgUjwdzThaGpITDil2IUMrLA9xwXTWLFvmIiNAQGaUlL/evVRWVFUGqq4PcdFs4Y8dL3SshxP5VVlaxcOEy5s9fwrz5y8jLzae2thaTyUSvXt0ZOXIwMTHRzJw5j59/nk64LZIR4y/GYovklQcuYf3yPwCIjEngwknP0K3/8S18j4Ro0OQJDUVRqKmp5bvvppGXV8D48aPp169XUx9G7EdxcSnffTeVxx77H+2yunLbky8Sk5DS0mEJIVpIRJiW1Bg/DreWYNDA7gofH/73dmoqS1m14BcAhg4dwLvvvkBCQlzj7VwuN2azqXEVhUGn5cnB/Tj/t1l4Agef7Tdnt8eYkozi82EfP5rKL6dQsCOXmEvPI6xTh4OeL1DvxDF3EXWz5hOoqUVjMmFIisfQLomwHl3QWsLQGo0EnS4CjnoCdQ6Cjnp8RSV4tmxHCQTR6HVodDp0kRFEn38mlt7d0UXYGo/hXLWOuulz0FrC8BUUUVPwV2HU8BGDibngzIOOWwi1qquDTDyvisqKIK++bufnaR5+/cUNQGKSlp69jfTqbWDMyWZS0+TzKSHEP9XW1vHGGx/w88+zWLVqLQCxCSm07zaQ4/uMx2KLxOOqZ/uGpbzy6kfUO2qIT85g+PiLsEcnsHnVfJ67/UxyOmbz2mvPkJGRxkMPPcuH/7mVZz9fJVtHmpNsOVGtyZ8Bu3QdTmlJw/7VYDDICy+8yaZNC/Z6oSz2TVEU6uocaLXaxpPJZKS4uJThw0+jvLySM88cz+WXT2TYsEEEAgFmzJjLmjUb2Lp1B5u37GDN6nXodHr6DBvPhZOewWiST2yEOJbllfvIKwf+tt/5yY8WU16Uy4YVfzB98lvMn7+EW299gH/963rmz1/K229/wu7dBZhMJmJiYoiNiyYuNpq4uBjSdFqWOV3obOGNqx50tnA0YWYIBAg46vGXluMrKWs4Ly3HX1pOoKa2oQDoqONwb9sFwSCBqmpKX3iT1JeeRGtUv1Ij6PZQ+PBzBF1uwgf1xXb8UAxJCWi06vZrq6Uxm/DsyEVrC8eYmdawikMDpqwMos4e36THEuLviosDXHFZFaUlAV54MZLHH6ulrCzIPffZGDU2jOR20tFECBHayy+/w/PPv9b4fe+h4zjx7GvJ7NQbRVHYtHIeOzevJMwSQVJ6DuXFeZQU7KSkYCdWq5UhQ/tz1y3/44wzxqHbs4VzwIDebNqS21J3SYh/aPKERqd+J3Fi+64kpnbgjUevIisjmZgYdUXBjnV33/0Yb7/98T8u79atE+XllQB8991UvvtuKqecciIbN21n+7YdhNsiSUhtT3xyJy665WJ6Dh6L1WY/0uELIY4SWq2W+HaZxLfLZNi4C1ky63t+/eoVRo+eQFxcDGVlFZxz7cMA1FWX46itpLy6gtw1eThqK3FUluB3OkMdpKHl2N8Eamqp/m4a+thoIs8YB1ptw+oKw8E9FfkrqwjWOYi/9dpDWt2hVlinbGwjh1L3xwLCjh+KfewoNDr5NEo0nx07/Hz8kZOvv3JhsWi48y4bt99WTUSElik/xpCVpcct20eFECrdcccNdOzYgSVLVlJSUsaixct59vYzuOCmJ1m7ZAZrl8wgKiqKjMw0enRMJWtcfzIz08jOzqJnz64Y/t+20IqKSt588yP6H3+mrM5obsEmKkQuKzQO3nnXPwrAL1++is/j5Jtv3kGvl6WQaiTtZz/2unWbuPLKC1m8eAW68FSSMzry0xcvk5yWzd0v/EB6dg/5pyKEOCQ6vYHBJ55DTo/B3H/5UMrKKgBITG1Plz7DCQaD5G9bh9FsxhYZhyXcjkvx8trKj9jx4BON8+jjYjCmJKEJCyNYW4d7204UtwdDYjz6+Fj0MdHoY6MxJCdg7tjhkFdTBN1uSl99r+GY0ZGHff9DiTrnVLSWMGp+/A33hi1EnXUypvbpIW8X9Hjx5hdgSk857Dohom3z+xV++93Dhx/VM2eul+hoDeecG0a9Q+HBB2rp28/A2+9EERXVtCuQhBBtn9lsYsKEU5kw4VSgYfX8BRdez2ev3EtSchIff/wq48efqPp9hN0egc1mQ6OR/0fNTlFARTchdfO0bU2eafjtmzfYvGo+W9ctpkePLsTGxjT1Idqs2267lgsuOIudO/P4+ecZvPTS243Xffjhl/j9fs659jyGn3whMQkp9Bk2njCL7QAzCiGEOqYwKx17DMZRW8HI066gc+9hAEz54Bl+++aNxnE6nZ6IqFiC2oYXPxqjAXP3jnh35ONcuQ4AfUIsthOPwzq4D4aEfbfjVEI8Se/vtZVr1UYCFVVEjD8efbsoaIIK4AeMAw2RE07E3C2Lyk++p/jZVzF36YClfw+MGSkobg+Bmrp/nLw78gk6XWjCTFj6dMM6sCfmzh322XXFuXIDvuJSIk4a3uTbZv6/oDv00361W93zikNFC9hym7rOWkXhESHH5FujVc2Vbwn9ukN1C1hDfcgx7XShW8Aa9vPif/5iN9fdWsnOXD8D+xp57aUo2iXruPOeanbu8nPnbTYm3WjDaPzrD0JNu0wAt4pxBpWf/rmbsAWsQQn9O6h6Lk3oVrGGoLp2sgZN6GMagmrjCj1OTWtXUNdG1YC6++gLqnjsVbYY9gVDx6XXqft/5ldxHyM1IVYF7qFV8ZygttWqmnHq27aqGaNuLo+qUfum1Wp54/VnmTx5Kueeezrh4QfX/VCv1zNhwim8/fbHHH/aZdLJRLQKTZ7Q+Pmz/zF4SH8uevgOTj11bFNP3+YlJMQRFmbmyqtuJz45gxMnXEdO90FM/ewFuvUfRd/hp6LVahl60sSWDlUI0YaER0Rx69Nf/ONy7Z434HFxMQwe3I/ISDsRETYcjnp+XbIc3wlDsPRqeEGj+HwoQQWtydgsMQa9Pqq/+w1TTiZRZx/Z5xdzp/YkPXobzuXrqP1tLpUffbfXpx4agx6dPQKdPRyt3Ub48YMI694R94at1C9eTf385WhtVsw5mWjDLWitFrQmE978QpzLGgq1mbLSMHfMOqL3S7ScGbNdnHdFOX16GvnkrViy2+t5+Llqbrq1ip49DMz8JZ7OnWR1jxCiaUVG2rniigsO6bZer5cpP/yKyWxBq5MV+M1JCSooTbDlRJEVGgevoGD1P3oZi4Pz+OP/o7Kymvtf+42YhFQALr/zxRaOSghxLDr90rtIyezCd+8/yQ8//Np4eUpKO5565j7e1SvkOhwAaAwGmnLzm+IPUPvbXGp/nYMxLRmCQfwVVcRPurQJj6KeRqvF2r8H1v49CLo8+ApL0FrD0NltaP7WEebvzDmZ2E8/EW9eIc7Fq/HmF+IvryJY7yLo8TQkQaIiCFTVog2TIs7HAr9f4an/1vDsi7WMHmnm83fjqHcGGXVaCdt2+HjwvgiuuyocvV62kgohWpedO/MoLSnllic/Izk9p6XDaduUIE2z5aR5V7K2Bk2e0DhWkxnvvPMpd975MP379yYlJRm73UZkpB273YbdHtF4ioyMwOfzs3HjFjZu3MqGDVvIzSvAarFw4onDmDTpaj786CtGn31dYzJDCCFaUt/hp9B3+Ck4HTWU7N5B8e7tLJn1HTdddzfv/fgR/67fil/lJwCKouDZvAPH7EV4cwsIOt2g0zZstdBq0ej+Og863QSqa7H074EvvwhfUSmRZ4/FkBTfzPc4NG2YCVP7tL0u8+zIp+KDb4i74SIMiX919tJoNJjS22FKb9d4WdDjxV9SjnPFOmp+mEHkWSc1JG1Em1ZY5OfyGytYuMTDA3fZueOmCLRauOCqCgqLAvw+VVZlCCFarz8/7dcbmmclphCHQtYKNZHk5EQAli5dydKlK0OO1+p0JKZkkZiaQ5dBfXA6anj3vS/5ffpclGAQvV5e0AghWhdLuJ3MTr3J7NSbDl0H8NBVw/ntk2+54aqJvLR+fcjbK8EgVZ//gGPmQgzJCYT17IzWFg7BIEowCIEgKEGUQLCxQ4p1cG9MGSkoikKwrh6typoMR5p3dzHFj78CQPGTrxF/x1V4d+bjKyxF8XoJen0oHh+K24OvrIJARXXjlpWI8ccTMf74JolDURQpEt1K/TrDxTW3VGAyaZj2TTzHDWpYkTN9tovfZrr5+sM4SWYIIVqtFSvWcNddDc0fImP23chANB3ZcqKeJDSayMknn8Dq1bP5/PPJLFu+GpfTzfz5iwE48/J7GDb+QlyOWpz1tWjQEJ+SicGwd0G1kadexjO3norP52Pt4umMm3hzS9wVIYQIadu6xSiKwrJlqxk8pD+dNTo2HqCQn+LzU/XFjzj+WEzUxWcSPmLgAd94//+rNBoNuojwpgq/SbjWbca5ciPe3N14cwvQRdsbtpI4nBQ/8hJotegTYtCazWhMBrRGI1prGNb0HhiS4jAkx2NIikdrCV1UUvH58OzIx19RTdBRT8DhJOioJ+hwEthzHqxruFwbZiKsW0eiJp7S6h6zY5HPp/DA01W88HodY0aZeevFGGJjGmrTVNcEeet9Bx2y9IwdbcbTFMuLhRCiic2cOZezz76i8fu3n7iOGx/7iIjIfRf+Fk1AtpyoJgmNJpSW1o67725IQiiKQqdOQyktLeO795/i+DMuJzq+HdG02+/t22V05NzrHuHTl/7Nzs2rjlDUQghx8AaOOgtTmIUZk9/myituAUAfGYEhIwVjRjuMGSmYcrIgGKTyg29wrd2M4vcTfclZhA8f0MLRN42Kd78GrQZzp/ZYB/bCOqQP2jAz7nVb0FjMGFOTD7tAqr+ymurvf8e5ZDWK1weAxmREG25BF25tOLdHYGyX2FBsNNxKsK6eupkL8P2vlIR/X9dsRVpFaLm7fVxyfRnLV3t4/P5IJl1nQ6vVUF0TZNJdlUyZ5kSrhVefj25I8LX9D9KEEEehvn178dBD/yIlJZkXXniL9evXs3vHBrr0Gd7SobVZfnxN8pzgx3f4k7RyktBQwePx8NprH2A0GrDbbeTm7mbgwL5kZqah3dO6MDw8nLi4v1rFaTQazjnnNF599V2GjDkXvV7dC8rjxp5PVue+7N6xoVnuixBCNAWtTkef48bT57jxVJYWkLdtLcs2zGH9lsXU/T6PYL0Lrc2K1mImUFeP/bTjsfTpgqFdPE3yiUNrYNBh7phJ7LXn7nVxWJ+/F0o79Puq+P0N21gUiDh1JJbenTEkxqIxht6WYOnfmeLH3qD8nc+Ju36iqtscLL8n9EuIcq+6FrA1ztCrVMrC1a02KbTZQ47Jt6prKb/LXBpyTCdT4T8u83kVfptcy1tPlWG1aZn8bQx9+xqpw4+rXuH8SyrYusXPIw9HMHasmaQkHTVBHzHa0IVhPSpbdBpUtK/0qPzkTk0rT7WrS9TEZVAbl4o2qgat2nayKuZS0SYW1LWKNaqcy62ivWsAdfXrfCrayQYVtXOFbrUaUDuXiratJpVb6bQqlujrVC7j16v43VFzPFDXklWrUfdeoSV2FdrtNm699Vreeutj1q/fxPgLbpVkRjMxGo0kJiYyr3hak82ZmJiI0dh2P9yQhEYITqeLM8+8nBUr1qDV6fB63JjMYTz//Gt7jdNqtVxzzSVMmnQVRUUlxMbG8PMvMxlw/JlcfOtzB3XM5PQcqRwshDhqRMe3Izq+Hb2GjMUT9FEbqGdX3gaW/PI1jroqUk86EV1WEnVBF7XBeryKuhfyrV3EuGFUffwjtpOGYsrY/+q7QxV0eQhU12E/azSRp486qNsa05OJvWEi5a9+TsHd/8U2aiC2MUNktUYzCAQU1i93kbfNS8EuH7t3edmy1kN5sZ8TTrdx8yPx9I11AuD1Klx9dRXr1/v58oto+vSRn4cQovUrL6/g6adf5t13P2X0WVcz/sJbWzqkNstsNrNz5068Xm+TzWk0GjGb224nNUlohPD886+xctU6bnvmS1KyulJWlEtSWjalhTupqShpHJe7ZQ1vvfUMb7zxwV63r6iqP8IRCyFEyzFpDcRpI4lrP4T+Nw7Z5xhP0Edd0EltsL4hyRFoOK/78/ujIOkRqHXg293wHODdsfugEhqKoqB4vGhMxr3qiPhKK/EXl2PqkIbWYkZnsxIxfjg1k6ejC7dgGz34oGK09OlC4qM3UfvzPKq/n0H9otUk3HM1unDLQc0j9s1Z62PBN8U89lkuxbv9aLWQkGIgJcPA8HHhnHyencyOf9XKCgQUJt1SzfwFHj76SJIZQojWz+Px8NZbH/Pc868TCMKEqx9g1BlXSvHpZmY2m9t0AqKpNVtCQ1EUZs+ez4oVa4mNjaZnz6707Nm1Wf8AXn/9A3766XdGjBjExIlnkZb21wvMQCBAYWEJ27btYOrU6axZsxGrNYwTTxzBxRefg82291JWRVGYO3cRL7/8DieddzNZnfsCDXUuABJT2pOY0r5xfMeeQ+jYayj529eR2r4b9bWVOGoriYxJbLb7K4QQRyOT1oBJayeW/W8NaO1JD8fspThmLcEyuCdhfTqruo3i81P781zqpi8kUF2HxmhAnxiLKTsdU1YKlR/90JDoMBowdcokWONovG3lRz9gSE3C3DHjoOI0tksg9qqziRh7HCVPvU3Zix+T8O+r0OhCL/Fuy9y1Xha9tYH6cjfH39ULS7S6F46KolC4pZ55Xxay6PtiAj6FUaeEc99LkWR3NWMw7vs1jqIo3HNPDVOnunnrzSiGHWfa5zghhGgNXC43U6b8zNNPv0L+7gKGjbuQ8Rfeis2ubrueEEeSRmniXi7V1dsAmDZtBhdeeB3QsB0jGAzSIbs9n37yKjk57f9xu2AwiFarbq/d/px33tX89ttsoKGGRa/ePYiJjmTHznzy83fj27N0Jzouiezug3E6ati4Yg4WaxiXXnIu9913K++88ynz5i1m2fK1lJeVkdNjEJMe/wSdtFEVQohWpSWTHt6CEooferWhUKdGgzE9CXPXDpi7tMeUk4HWZKT6+xkEa+sJ69sFrSWMyg++w5tXRPiI/phy0gnWOPAVl+NcvoFgrQNT5yyiLzqVmu9n4Fy6DnRawkf0hz0rOuxnn4ghLvqQY3Zv2UXJE28ROWEM9lNHNt2DcQBq9o0DGMJC/5yiw52q5mpnqzng9dVbyll+/zScVR6CviDxnaMY82A/wqJM+Fx+fC4/fncAn8tPjL8CjytAeb6bnatq2bmqhvpqP7YYA8MmJnPcxGQGplSEjGnycwW8+lo9//2vnfPO3f8KGVU1NFT+TvtU1LRQW0PDq+KlokdR94GVV0W9B7ei7vM2dzD0OLei7vWbmnGq51JR98LThHOprqGholaF6hoaKuZqyhoaQZW/X85g6JVPdX51Ccx6f+i5HD51yUmHL/RcLhVjANz+0L/3s4deqmqu/2/t2g189NHXfPnVD9TV1tJj4Amccfm/SUprW1vhrxuX1tIhiCbU5AmNb755j82bt/HjT7+zeNEyho+/mHOvfYit6xbz4r0XcvXVF/Pssw8CDZ9YLFiwlFdeeY9ff53JvHk/0aXLof/B/PLLTM4//1qGnjSR9l36sWnVPNxOB7FJ6cQlpRGbmEZsUjrxyZmNyZOq8iJ+/+ZNZv3wfuM8nfsMIz27Jxk5PencZzhGkyz5EUKIo1FzJj38lTX4Syrwl1Xi3rAd9/rtBGrqQK/DmJaEd8fuvcbr46OJvfECTJl7b09RfH58pRUYkuLQaLUEPV48W3Zh7pyFRt+0CymrPp9G3YxFtHv+TnSR6gp2Ho7WltAo+GMHSx+eTmyWjdP+MwRnpYfvJs3DVeU54JzmcB0ZPSLI7BVBZu8IcgZGYTA2vI7YV1HQv/v8jUreeaachx+O4OqrrAccKwmNBpLQOLi5JKHxl2M5oRFweamatZaAw8317fvj9XrxeLzExESRmJhAUlICSUnxJCTEYTI1xF1cXMrq1etZvXod06bNZPXqdUTGJDBo9ASGjDmPuKR0VTEdbSSh0bY0eUJDo9FgMJrI6T6IbgNOoP/I07HaIsnbtpanJp3C+++/xBlnjOPjj7/mP/95g9zcvMbbPvTQv7j11mtDHuP773/mt99mkZycSIcOWTidTmbPXsC0adNJz+7BzY9/gtmirhr6n5bPncrPn71Ap97DmHDNgwd9v4UQQhydmirpoSgKvsJS3Ou34d1ViMZkJPqC8fgKSgnUOzF3zESjb9mtHoF6FwV3PEv4sL5EX3hKsx+vNSQ0gv4ARfNz2fXDBkoW59NuZBZnP9ULg7nhTYHP5adobQVepx9DmH7PSYchTE97exWmMB1Gi66xq9n/d6CExo+fVfPCfaXcdms4//pX6ASSJDQaSELj4OaShMZfjrWEhuIP4K9zUbdyB8UfzcJXXofOFobBr8FktqDXG6itqcTn3TtpGxUVhU6vp7ysDIBwWyTtuw1g8Ohz6DZgFDpd2y6zKAmNtqXJExpPfLCAqNgktP9vf+47T99ETdEGZs74hldeeZdnn32l8bqOnXL41x3XcfbZpzTW2HC7G/7wzOa9/1G4XG769BlNcXEJUbGJVJUXo9XpSM3qwsATzmb4yRfJ9hAhhBBNyqN4qQs6G06Kc0+y48+vG07eluz1rjJxAFDx6a/U/raY9LfvQdsM7VxbmtHY8IbfW1xJzcxV1MxYgb/KgTm7HZFj+mIf0ZPYKLequVLDq0OOSbdU/uMyRVFYOyWXnx9eTt+J7bn+oQRVNcRCrfYAyDYceDXJnyI0od9oSXLkb+OOgeSIV8VjoSa5AOoSH2rnChD65+1T8fMBCKqYyxFQl9Co9YUeVx9Ql4RQk/hw+IwoioK3sp763EqcuZXU51ZQn1uJu7iWgMeHEggSd1JPFH+Aij824ftb84GoQR1Iv+4EzEmReP6e9FAUAg43vkoHvso6fBUN54rHz6lZF5Ke3Z3o+JRjqtCnJDTaliZPv8UkpOzzcq1WQ0lJGYMHj6egoOEJ22q1MnLkEF599Wns9ggANm7cyjvvfMLHH3/NoMH9mfL9B41/YFu37uCUUy+mtKSUzr2GMunJz3C76jEYTW0+kyiEEKLlmDRGTDojsbrI/Y5p9UmPPfxlVSgeL96dRZg7tq0XdYE6J2W/z6dmxkr8FbVow4xEDO9B5Ji+mDOTmv34QX+Qog1VLH5vM1tnFdH9jAxOuKsnGk1J6BsLIY5pFUt2seGpX/DVuADQGHRYUqOwpkdj75qELsyIr8ZFwY8rQKsl4ZTehKXFoLeasLRPwJy470LbGo0GvS0MvS2MsPS4va7rozm52e+XEM3tiGUBzr/xCT558S5AQ3J2f5bOnkJ9fT1Tp/7ObbddS2pqO379dRa33HIfFmsE8e3aM3fOAoYNO42TTz6Bnj278vTTr6A1hHPzY8/TLrMTAOawA+9HFUIIIY6EoyXpYcxIon7ROtybdmLq0K5NdDxRFAXH3FVUfDQNxefHfnwvrD2zsPbIQhvWPB1FXOVO8mbsYPWmfCp21uGp8+Gs8uBzBbDGmjnjP4PoOFp9O18hxLFt62t/YE2PJnVCHyxp0WiNepz5ldTvrMCxs5yAswpjlIW4k3pgjA4nLD0GQ5S14RQp7bjFseuIJTTCrBFcfe8bACz8/WuWzp4CQEJiPNOmzeDVV9/D4/EQGZPAv56fTER0HPdfOoTC4ireeOsz6mqqiI5L4roH3yG1fbcjFbYQQgjRZFpD0iPy9OEoLg+VX0zHsXAd9pOHENatPZ6dhfhLKtFFR2Dt17nF632opfj9lPzvC5zLN2Ed0oOkq8agjzy4OloHo2ZXFevfXUH+zJ1odBqSukaR3D0as91ImN1ISu9YErtEotUfXuc2IcSxo2ThLpx5lSSeOJT8yatwbCvF72jYXqY16wnPiEUfbqKmsAhPlRNftROCe2/f0lmMGCIbEhy6yHD0kVYM0eFE9GuPpUPzr1AToqU0eQ2NN37OCznm+pP3rphrMocx4tTLGHX6FdjsMY31NxRFQaPREAwEqKspJzwiWupjCCGEOObtM+mx13nopId7224qP/4Z9+bcxss0RgOK14c+IZroc07AOqQ7msNsqd7can5ZRMWHU0m4/Xys/bs01tA4kBhbfcgx8M8aGjt+2syyZ+ZhjrXQ+cIepI/pQHZi6LlyzMWqjic1NP6cS2poNI6TGhoNc7XBGhqKolBfUMPuXzez7dMV2HIS8Nd7CfoDJI3pgjUzlvDMGMyJdjR/K0rs9BlRAkH8dS58VU68lQ581c6GGhnVTnxV9XgqG8595bUEHG6iT+hO2q2n7jUPwDWaa1TF39ZIDY22pUUKTzz23lyqyosxmsIwmkzEJ2fuM1HxZ+0MrU6HPTrhSIcphBBCtEoHtdLjH6s89iQ9OhgwP3I1/spa3Jt2YUxPxJAchzevmKqvZlD6ytcYf5hD1LmjsfTt1KoKxgUcTqq+moGvqBzXhl3YRvTG2r9Lsx0vGAiy5rWlbPpsDVmnd6Lv7UPQGf98s6YuOSKEEADeOjczz/8Ub83exYlr1heh0Wvp+9J5RHRKPOAcGp22YTVGpBVLZtw/rv+zKKgSCFIxfTX5L0/DGG8n6aIRTXdHhGglmjyhkRFnoNoZpLo+sN8xsYlpxCZKZkwIIYRoLo1JDyL3O8ajeKmzOqlL+VvSo0M2df/uQ9Hm9eR+PoWS5z/FlJNGwi3noY/Zd9G5I821bge1vy1GHx9F9LmjiBg3pNmO5av3svChWRQtzKf3rYPJObdrq0ruCCGOLlXrivdKZiSNaE94WiSaaDsx/dMJS4486DmVoEL5jHVULdkBioI+NhJjUhTGuAh0FhM6WxjVC7cQf+ZA8l/9hbrVu9CaDbzbcS2ZnfqQ2bEXKe27YDA0T80hIZpTk285qaraxup8K5sKWr6SuxBCCCEOz5oVs/jipXvQ4OPW1x7GnJlEqcdFiae+4dxdjzOgbutCU1ECAXL/9SbaMCNpT17VbMcJlleS/8Tn+MpraHfH2dj6Zv9jTLytLuQ8aSravwJkWspDjlG7fSXbGLqzSke9um0iBk3orQM+Zf8fZP2dh9DjfCpfmrpVjPOp3L7iVrE9QvX2FVVbTtTOFXpLg5ptKQ1zhR6ndpuImu0rQZWPfUDF1qGW2ApT4w8LOabWr277Sr1fRdtWFWOgob3r39VtK2XTC7OoWV+EvVsyWoMOV0kd7uKaxjobensYmdeMpHZdAeVzNpN0Rh8CLi/JeUHWrFmPz+tFbzCS1qEb6Tm9yOzUm8yOvYhJSG2TCVzZctK2NPkKjdmbLJRUSzJDCCGEaAt69Dme9P9O4Y1Hr+LpS+7i3Xf/x9VjR+01xuH3UepxUur+K8nRnEkPjU6HtWcWtXPWNNmc/59zQy5Fz3+B1mwi85krMaX+c1m3EEIcSUpQoWLJLsrm76A+vwpnfhWecgfWjBj6/m8CUb1SAHD5DQT9AXyV9RRPW4MSCOIqqqH093WkXT6MlHMHAPBTv2vweDysW7eJZctWsWzZapYsnc6sKe8BYI+KJaNTH/ocN56+w09Bp2uRagVCHFCT/1aWVB/ZT2mEEEII0bzs0Qnc+vSXfPDcrVx44fU8+ujdXH31RRiNDZ8UhusNhOvtZFkbtqQElCDbHTWsriljdXUZ9X7fYSU0lGCQQK0TrdWM1qDHV1ZN3YL1hPfv1CT37+8CDhfln06n5vflWLqkkXL3uegjpCWiEKLlLbprKiWL8ghLtmPLjifppM6EZ8USP7wD2v/XmUqr11G/s5zdny7EGBuOt9wBWg0JY7vvNc5kMtG3b0/69u3Jtdc2XFZeXsGyZatZvnw1c+Ys5v3nbmH6N69z3o1P0L5LvyN1d4VQRdJsQgghhAjJZLZw9b2v8937T3H//U/x/POv07t3N+x2G5ZwK16TjjqDhkqdQonWj8+sR2cxo7WY9pzMaMNMaIz6kEuYFUXBV1yJc+0OnGt24ly3k2CdEzQajMkx+KsdaMNMRJ06+LDuU9Djo3LyHDy7SjDER6IND6Pml6UoPj9xl48ldnw/NLrW3eVFCHHsSBqWScmiPCI6JpB12SB05oZtRN5K517jPH49higrQXfDqvkuT5zN6ps/QfEFyH1vDu0njflHx5O/i42NYezYUYwdO4r77oOVK9dy++0P8d+7zuGMy//NiWdf23x38hAFg0E87npc9XW46uuwRcYQERnb0mGJI0ASGkIIIYRQRavTcfZV99N79Gn8MetLtu7eiqNyJ+76OgJON0Gnh6DTg+I9wNZTvQ6dxYQ2bE+S428JD53FRNDjw7l2J/6yatBqMWe3I/KkfpiykgnWOXHvLAI0xJ4/Cl146D3u++MtLKfgqc/wl9UQ1iUd55od+CtqsfbJJu6yk9BHR6DRqasxIYQQR0LG6V0JWMNZ//SvlMzacuDBWg3GmHAAtj77M2kXDSH3/bmUTFtDwOWj/c2jVR+3d+/u/P77Vzz88HO8/vrTdOg6gMxOvQ/nruwlGAjgdjkakhHOhoSEu74Ol7O2MUHx5+Wu+lrczrrG01/XO/h7aUitTkfXviM58exrye4+sMliFa2PJDSEEEIIsV+KolCt1FEYLKEgWEphsISqhFqYmI2FbPa1GUPxBwi6PATq3QRdnsZER9Dpbji5PATqPY1fB50e/KXVeJxuNFoN4QM6YemeRVjXdHSWvYvuNVWfFW9BOb7CCozpCST/+3y0RnWFFYUQoiUljMgmum8qdZtLUQL7Trp6/DrcJbW48ioo/X09xjgbyWf3o3LhNpx5FVQu2EbNylzumlBNnz7dsdsjiIgIJzw8HJstnPBwKzZbOGazqXFFnVar5YwzxvH66x+wdd1iVQkNj9tJwc6N5G1bR1HeFpyOWlz1tXicdbidDlz1tTj3JCP2R6fTYbPZsEXYiIiwYY8IJy7WRkREChERNiIiwvec/3Wy2cJZv34TTz39Ej9+8h9uf+arQ3uwxVFBEhpCCCGEaBRQgpQpFRQEGpIXhcFSnLhD3/BvNHodOpsFna311p4wpsYDEKiqgybt9yaEEM3LEG4muu/+O3W4/H8laLNuPKHx606PnMna2z/HU1KLosCHH33D229/vN95tDodVosFW4QNZ72T6upq7FFxDBx15j/GOh015G9fv+e0jt071lOcv51gMIjBYKBDhyxiYqJISLAREZH2jyTE/pITYWHmQ+q00q9fTx5//AXad+l/0LcVRxdJaAghhBDHMK/ipVgppUgpoUgpoUQpxf9na01twyl048ijiye/hLy7PsAQH0nqv84kLFwDHFrR0op6a8gxlU51iZ1imy3kmN3WKFVz5VpiQo7JNxWpmivbWBZyTI5e3W+JgdAtMz0qfxYGTegtQW5FZWtaJfQxDarnCt2a1qCybauquTQqH69g6HFq2sSCurgCKlqogro2qgaNurbAquZS2WJYawj989Zq1GVD1Yw7EnNZ4w0MeWsied+txlVQTS9NO0pLK6isrKaqupramlr8/r9+T4KBAHV1ddTV1WE0mYmOS8QelcAnL96NJTwSi81ObWUpu3esp7QwFwCz2Uy37p0ZN3oAPXteTs+eXejUKbuxiPSRsmrVOqqqqujSd8QRPa448iShIYQQQhxDHEp9Y/KiKFhMBVUox9gShbJvF6KzhZH94jXoLKaWDkcIIY4YvcVI1oUNqxY+6XnTXtcpioLT6aKqqoaqquq/nWqoqqqhsrKK6uo/vy6gqHA9MTGRTDhjFD16dKVnzy5kZ2eh04VOLDUnl8vNI4/8h5j4ZLKasNaHaJ0koSGEEEK0UYqiUEkVRcGSxiRGHfvfq9yWBZwePPllmFLj8JZUY06Lk2SGEEL8jUajwWq1YLVaSElJaulwVFuwYCl33PEwdQ4nGg3U1tbidnm54ZH30emlPlJbJwkNIYQQoo3wK35KlfLG5EWxUoIHb0uH1SpUTV9J8bu/NX6ffO3YFoxGCCFEU/n55xls2rSFsefdBChodXr6jziNxNQOLR2aOAIkoSGEEEIcpdyKmyKllCKlmCKlhFKlnCDSanRfok/qS8nHM1G8fjIfuwhrj4yWDkkIIUQTyMhIRa83MP6CW9Ab2lrVJxGKJDSEEEKIo4CiKNRSt6f2RcMKjCqqWzqso4bWZCDhkhMo+WgG1m7ph1Q1XwghROszZMgA/H4fqxb8Sr8Rp7Z0OOIIk4SGEEII0QoFlSDlVO5V/8KJs6XDOqrp7VYUr5+g148uTD7FE0KItqBz52yGDR/Cz5+/SK8hJ8kqjWOMJDSEEEKIVsCHj1JKKKaYEoop0ZTgx8/fu1webS/RtK2se4phTz0RsymIVn9obVqbk5r2rmpbwBZZI0KOyQ+PVjVXblhpyDG7TMWq5upkLA85JlOv7j56FF/IMQaVW7DcqGmPqrZta+jfe7PK1qFuFe1k3SoeBwC3JnRxRNVzBdXMpbYFbOj76FPZ5taoooWt2nayauLS6dX9j9Op+D1U25pWq+L3UO3/3vPXvBxyzOc9blY1V0t78ol7GDnyDKZPfpux593Y0uGII0gSGkIIIUQLcFJPMSWUUEQxxVRQccy1Tz3SlGDD46vRqXtDI4QQ4ujQrVsnrr/+Mt566yVGnHIxYSqSuqJtkISGEEII0cwUFKqp3rP+omEFRi21zX5cX0091fM3U7NwC97yOgDMKdGY02Ixp8USlhaHKSUareHYeDmgsza0afWUVGNOVrc6QQghxNHhkkvO5ZVX3mXn5lV06TO8pcMRR8ix8QpGCCGEOIICBCinrDF5UUwJHtyHP6/Tg2PDbpzbivGV1RJ073t5eMDlxVtajWtXGQC2HunYeqajBIJ4dldQ/ssq/FX1DYO1GkxJUXslOcxpsZgS7ShBBSUQRPEHUPx/ngfQ6HUYEyLRGnT7PH5rFdEnE32UlZLJS0i/Sdq2CiFEW9KhQyaRkZHs2LhCEhrHEEloCCGEEIfJg4eSxu0jJZRRSiDEnnzFHyBQ7yHg9DSc17v/3/d7X+cpqsK1sxSCCrpwM8YEOzqLaZ9za00GrJ3aETe+L/YhORjs1n+M8de5cOeV484vx51Xjiu3nMrpa/FV1Km701oNxng75nbRmPaczMkN58a4iFa1rcOVV07N0u3Eju2JJSMOX6WjpUMSQgjRxDQaDf3692TnphUtHYo4giShIYQQQhwkB3V7No80rMCopHKf4wJOD471+dStyaV+UwH+WhfBPcmKoGf/xfc0Rj06qwmdxdR4HpYZT9z4voR3S8XULvqw247qbWGEd00lvGvq3jHXu3HnV+AtrQGtFo1Bh0anRavXodFr0eh1BD0+PIVVuAsr8RRUUrdyJ+XTVqD4G4rVafQ6TEmRmNtFEzk4h5gTuqPRHn6b1KDPj7e8Dn9VPb7qeoJeP1qjHq1Rj2bPudagJ+D04Kt04Kuqp2bpNmpX7gKgYsZaPEXVJJ47+LBjEUII0foYjUaCgfqWDkMcQZLQEEIIcdQpK8rDWVdNek6PI3pcLx7mM49tbNvn9UGvn7o1uTjW5FK3Jg/ntiIIKhhiwgnvmoo1O7khQbEnSaHd87Xeam78Wmcxt+hWDp3VjLVTO6yd2h1wnK1nxl7fK4Eg3rJaPAWVjYkO964ydv1vKmVTV5B2wxisOcmq4wh6fDh3luLcVoxzWwnO7cW4cssakyZqaIx6LJnxhGXF49pRimtXGabkKOJP7at6DiGEEEcHRVFYtmw1vUec09KhiCNIEhpCCCGOKgG/j4euHoESDPLEBwuIjj/wG++mUkYx83S/49DUYt7PmG0v/0Lpz2vQmvRED8km6eTuRPRMxZwcdRArKhTg4FqKajStoDuKASypVki1An+t+qhZk8+OV2ew8dYPsWTEYs1OaKjH4fMT9AYI+vwovgDBP09eP4o3gKe8DoIKGp0WS2Ys4dkJJJ7cnbCUaAxRFoxRVrQmfcNtPH6C3j9PAfRWI4YoKzqLEY1GQ+mMDex46XfQaOjy+FlYovQc7GN8tKnx7u+39C/rqpJUzVXksocck2dV2QLWHLoFbEdTkaq5OhlDfwqbpPvndqt9MahoV+pTVLZtVdEC1teELWANauNSMc4QVNc61KBV0eZWZWtanxI6getTOVeA0Fvd1BwP1MXfpK1WVf4fVzNO14RzHU0KCoopLSkls1Pvlg5FHEGS0BBCCHFUKczdjBJseHG4dskMRpxySbMeL0iQdZoVrNEuQQnx4i88O4HSn8EUF0HWpDHorfuucXEssfdIpddrl1CxYCuVC7fjLqhq2CJi0KE16NCHhe3ZKtLwfcPlekwJEYRnJ2DJiEVr3P/LFV1Y6BjiT+hC9MAsAi4fpjhbE947IYQQrcV7732G3mAkq3Oflg5FHEGS0BBCCHFUMYWFN35dWVrQrMeqp455uumUagpVjU88pTf2nmmsvPJdqhZuI25012aN72ih0WmJHdaR2GEdWywGfbgZfXjoVQtCCCGOPmvXbuTll99h3MRJ2OwxLR2OOIIkoSGEEOKoEpeUzvGnXc6q+dPoc9z4ZjtOrmY7i7Sz8Go8IcfmfTSP+m0lmNtFEahvGK+zyZtnIYQQorlVVVVz0033kJCSxZhzrm/pcMQRJgkNIYQQRxWNRsO51z3MOdc+dNidPvbFh49l2nls025QfZvSX9bgLXegNeoxRFlIPL0PUQOymjw2IYQQQvxlxYo1XHrZJKqq67n5sY/RG4wtHZI4wiShIYQQ4qjUHMmMSsqYq/uNWk31Qd2u+wsXse7OL1B8Abo+OxFzUmSTxyaEEEIc6yoqKlm+fA3Llq1i6bLVzJu3mNSsrtzz6FfEJKS0dHiiBUhCQwghxDFPQWGjZjUrtQsJquw+8Hem+Ai6//d81t76Kbnv/EHHB05vhiiFEEKIY8/atRt5440PWbBwObt27gLAZo8mo2NvTr/0bkaeeqmszDiGSUJDCCHEMc2vraPQ/hV1ujw6hBhb6ztASw0reM7txvo3F6N3VGOMsjRpnOLodbS3RnT6DSHHbKhJVDVXoSsy5JjdqlvAloQc09GorgVstiF029Yorbq6OAZN6NahbpVtSA2oaLWqok0sgFHFXEYV7VgBjCriVzMGwK2EfjvibcIWsGp+Pg1zhY7LoKhr/6ymvasOdf8ndCqS7qrbtqo85pHi8/n48cffWLNmAyaTEaPRyJKlK/nt11nEJqbSfcBoRp3Tm4yOvYlNTG2WlZri6CMJDSGEEMcsh3EThfavCegc4D/8Ip7pJ3dkw9tL2P3DGrIuHdQEEQohhBBt386duVx00U1s2LCJ2MQUlGAAn9dDVFw7Lrvjf/QbeRo6nbx1Ff8kvxVCCCGOOUF8lNp+pso6v0nnNUaYSRvXkV1fLCP1zF4YIqTTiRBCiGOb3+9nx45cKiurCQT8+P2BPSc/Dkc9Cxcu44svpxBuj+Pel6eS2r5bS4csjiKS0BBCCHFM8ehKKIj8HI9B3VL0g+Gt81Cxpoig20/5op0kjenc5McQQgghjgYLFy7jzTc/4udfZuL17L8FekK7DAaPOZ+Tz59EmDXiCEYo2gJJaAghhDgmKChUhy2mJOInFE3o/fIHy+/2sfTh33GVOuj2wDgSRmQ3+TGEEEKI1m7btp3ce9+T/P7bbJJS2zP+wttJz+5BRFQsOp0BrU6HVqdHp9OhN5ix2uwtHbI4iklCQwghRJvn19RTZP8Wh3l9s8xftbmMZY9Mp76ojiHPnoy5Z/tmOY4QQgjRWtXVOXjmmVd4862PiIxO4Op7X6PXkHFoteoKsQpxKCShIYQQok2rN26n0P4Ffl1tk8+tBIJs/WI1699aQkRWNKPeP4eIjChqvU1+KCGEEKLVKikp46yzr2D79lxOPv8WTjjzaowmqSMlmp9GUZQm7dfzxs95TTmdEEII0Wposi5u/LqyyM0Hd29m69IaTrwyhdMmZaA3NnwKVRmwhpyrxq+urWv1gVrF/jmXijEATr9R1bij2dHeIlWoF67f/578P2VYKlTNlWMOXVOnk6lY1VzZ+tAtOsM0oVvhAnhUtAX1qWjH2jBX6HFelW8LPErodpluFS1UG8aF/nzVrah7vNTMFaDp2rYGVDwOaudSex+rA6GfO9Q+vzgCppBjakN0ANNr9HSqzeH5y96gtt7DjY9+TLuMjqqO31KuG5fW0iGIJiQrNIQQQrR5Bbs28+qDF1NXU7XfMRarjZweQxh99rWkZ3ff77hgUGHp1FK+fGw7JouWW9/vQcdBkc0QtRBCCNF6dbd2IbM4g8vOuwWtwcodz31LTEJqS4cljjGS0BBCCNHmLfvjB6rKS3jmmQfQaPb96VxFRSVffvUjT99yCimZHYmKbYfFFokl3I7FFok5zEq5cysb51dTmuui38lxnP9QB6x2dZ+qCSGEEG1BgjGe02LHUr6minPPu5rI2FRufPRDIqLiWjo0cQyShIYQQog2z2qzExYWxhVXXIBev/+nvjvvvJGffvqN2bMXUFJSRmVlHoUFtVRVV1NbU0tkOy1ZvSO47OmOZPWW1nJCCCGOHWFaM2Oij2dARD82rt/C2WdfQbusblz34DvSblW0GEloCCGEaPOyuvTD5XIxf/4SRowYst9xOp2O008fx+mnj9vn9V+WXNlcIQohhBCtkgYNAyP6cmL08Vh1DfU5nn32FcIj47n+4fcxh4WuGyVEc5GEhhBCiDYvPikDgBUr1h4woSGEEEKIv2SY0zgtdhzJpsS9LrdYwoiIipVkhmhxktAQQgjR5k37/CXCbTYuumjCYc1zXsK7TRRR05pSdomqcZX+8JBjagLqOqZU+UJX0a9WMQbAr6jrOiCODVqarlPNLmeMqnG73ZEhx+RZYtUdU0XHlBxDqaq5cgyhX6obUNdNxEDo7iseTegxAEYV3VAMKjq0NIwL3X3FoKiLy9CE3UTUPF4+jcrHXkX8ah8vrYquNjqVnW90mv2PC9dFMiTiNDqE9Uaj+Wc3l8TEeCpnLVF1HCGakyQ0hBBCtGlb1izkj6kf8cD9txEXp+7NjRBCCNGW+TwB8tdXUbC+Bp1BS7tudhI62DAajPS2jaJP+AkYtPtv69q/fy9efPEtyoryiEuSNqii5UhCQwghRJv22zev07NHV266SepfCCGEOLZtnFfBtJd3kbehjqBfQafXEAwqKEEwmPR0696ZXX3t5Pbx0adPD7Ky0tFq/7mKbtiwQej1ejas+IMR4y9ugXsiRANJaAghhGizfD4PW9cu5r57Jx2wu4kQ4thTsCCf3XPzyBzbgaReMftcVi9EW1FT6uHbp7ax8pdSOvSP5Ox7sontGkdCjg2NK4GKpT0oXF/Nri2r+f7HP3jzzY8AiLBH0LtXd/r27UGfPt3p06cHJpOR+fOXEBUVyaaVcyWhIVqUvLoTQgjRZu3YsByvx83xxw9t6VCEEK1M3qxdbP9xC1u/2wRAxugMel3Vi8isyJYNTIgmFAwozP2igJ9e2IHBpOWSZzvT75QENBoNtb4YwmrGY64bQXyOjs45f92uvq6a3K1r2LV5Fblb1/DeB9/y3/++vtfc8cnpdOwpz6+iZUlCQwghRJu1Ze0ioqKi6Nq1U0uHIoRoZfreMpCYzrEseXYBALum72LX9F3YM+1kn5ZN5omZWOOlg4M4euWtr+OLhzaTv76Ooeclc9ptWVjsBlA0aGqHE1k1AW3Qts/bWm2RdOkznC59hgOgKArVFcXs2rwKr8dFdreBRMe3O5J3R4h9koSGEEKINisY8GMNt+5z/68Q4thmDDeSc1Zncs7qjLu0hrzZeSz57xJqdtaw7MVlLHtpGUl9k8gam0X6qHRQ17RHiBbnqvMz9aUdzPmsgKRsK7d/1ofM3vaGK90d0FVchMabcVBzajQaomKTiIpNavqAhTgMktAQQgjRZpnDwnHUOVo6jGZ3etxHLR3CPv1afr6qcRWBpmwnG/oTdbXtZNs67QFaNh5rrMlmYi7IIbVvLL/fPYfa3Q4Se8ahIcj8J+az6NmFdD47h0GTeqMzHLhVZ747KuTxctW2gDWVhBzTSWUL2GxD6L8zg+JTNZdPRUtTg8oWsGYVLWDdKuNyq2iP6lbZHtWtogWsT8UYgICK+iw+RV0LWLN234+Foijkb/OwdJaDye9V4nIEuODuVE66JLGh8KffiLv8Yvx1xwFSL0a0HZLQEEII0WaZLeE4HA4URZGCf0KIkGI7RnP2p+NZ8PwyNv+4nawT0pjw+XhyZ+9m+btrKV1bzonPDCM8QbaiiJZTXxugON9LUa6XojwvBTu9rF5QT2mBD5NZQ58Toph4VyqxySaUoB5P5al4Ks8ERV1iWIijiSQ0hBBCtFlmSzh+vx+320NYmLmlwxFCHAWMVgMjHxpM2tBk5jy5mJK15Rz/yBBOf3sMv989h28vnMbw+weRflw7tPrQ29kqtlax5acdeOq8+Jw+fE4/OrcTT70fJQg5Q2MYekEq0SkNK4fqq7ys/rWE4i11mD31oAG9QUNMooG4ZCPpHc207xYmSdo2LBhUqCjxU5zvoyjXS2Gel6JcX0MSI89HbdVfK1GsNi2J6UYGjrbRb2Q43QdacRka6mL4HP1wl1+C4pNtIqLtkoSGEEKINstsaXhRV1fnkISGEOKgZI1OJ757LLMeWsBPN0yn50VdOOODscx+dCG//esPTHYjCd3jSOgWS+rQZOI6x+xznkUvrmD3oiIAYjtFY0uyEh0Xhsmqx+cOMueDXFy1fs59vCt+b5B3rllB4eY64jOtRNkVlGAQV32Q6nI/NRUNb2TDwrU88G4m2T0sYDhiD8kRUVQUoKAwQNcuBsLCGpI2iqKwaaMfj0chIkKLPVJLdLTmqE7qBPwKu3c1JCgKc33szvM3Ji2K8314PX9txYlN0pOUZiQ928SA0REkpRlJTDOQlGbEFqn7x+PgcCXjLruMgLP3kb5bQhxxktAQQgjRZoVZGvaMOxz1xMer27MuhBB/Ck+wcspro1n9yQaWvraawuUlnPrWiVRtryZvXgEl68pZ/elGlr6xmqwT0uh3fU+iMux7zXHiM8NZ8+lG1nyygZr8Onpc2JlxZ1tRFIVfX9oGQJ9TGz5Bn/nWDoo213HTZwNI7WanvaGYl+/KZ9Z3Vej0MPGWBIp2efhjSjX3nrcdU5iWM84yc9vdNiIjj77ix36/wtoNPpYt87J0mZdly3wUFDQkbUwm6NPHSIcOembN9rA7f+/6GIlJWvr2M9K3v4G+/Yx06qwHdWUoWkzuNg8bV7pZ+kc9y+c5qatpqGNjMGpI2pOg6H2claQ0Y+P3iakGjKa/frYB9v9zDgbCqCm/kPqqU2lzmS4h9kMSGkIIIdos856ERt0xUBhUCNE8NFoNvS7pSnKfBKZc/RurPlhP/+t6Et+1IUkaDATZ9vMulry+iq8m/Ehs52g6jMmg42ntMdtNGK0G+l3Tg67n5DDv2aXMfmQho8aOZMabO5n1zk5OviObDgOjCfiCLPxyN4MnppLarSEp8tEzRcz6roor709m8pulfPNaKZffm8QfU6oZMs5OfIqRaV+WM/1XNzfeGs55F1rQ6VrvqoWamiDLV3hZsrQhgbF8pQ+nU8FggB49DJxyipl+fQ20a6dj6VIf8xd4mDvXw7ARRsaOMxMbp6W2RqGiIsjqVT6WL/Py9ONuvF6wWjX06G2gdz8jvfsZ6dnHiDW8dSR5FEXhvecr+Oy1SjQa6NjDzJmXRdJjoIWUTAMx8XoCmsN7W+aoHkN12aUEA6GL0grRlkhCQwghRJu1cv4vaLVabLbQ1f2FEOLvgoEgPpcfn8OHx+Gldncd4fEWanJr9xqn1WnJOSWLrBPTyZ27m+2/7mLpG6vZ/nsup711Inpzw8vtsCgz3Sd2YsfvuWycU87s93Yy9pYOHH9lJgDrppfiqPDS+7Qk1s0oZd2MUpZ/X8ZVDyST08tCVZmfQWPsjL8kjvGXxAHg8wQZ1NnLv2+v4dH7a+mQo2fAIFOTPg67C/0sW+Vh+UoPK1Z7cTiDqGhMgsLeg+ocClu3+VEUiI3R0q+fkTtuC6dvPyPduxswm/dOxPTsaeSqqxqKr7r3ccBx4xu2EXrcCmvXNCQ3liz18ekH9bz2ggOtFjp2+SvB0bufkaTkllnC8e7zFXz+WiWX3hbD6RdFYo/+ZxwBFY/pvnhcHakquQ6vu+NhRinE0UkSGkIIIdqkNYun88uXr/DAA3eQlZXe0uEck06K/bylQ9inPyonqBpX4VfTTjZ0C9hKv7qOGK6gUdU40TyK11Xy5VWzGuoRaMDn/Gd7z8jUcPqdn0W43vvPCfQQOTaJnmOTGueafOFUek7IImNoEtEZNuq2NrRYXT69GiUIPmsEu+ts1BTWM/mJzWQOTWTZjDoWvrkBgKj0cMqj0qnI12AI28mi32p4/UM9Pc7KZPPvu5nx7Crqy9zYYo10HBzN7rQcKuv3vdVgl6kw5GOQ7K5h7Rofq1b6WL2q4VRS0rAtIjFRS4+eBjJTdFi1od9CBP9fEsJs0vCvG00M6meifaa+se6DR0UbVcMBWgzbLHD8IB3HDzLjVoIEgwrbtwdYtrRhC8uC2W4++6C+4f4la+ndz0jf/kb69DfSsZN+vytaDErotsbuA4zxuBWmT63nm4/qWL/KyzV3RnHpjRFAcM/p/x1PRStcAN+efTV+fzRlpVdRV3MCHGAbihBtnUZR1ORY1Xvj57ymnE4IIYQ4aLlb1/LSfRcwYtgAPvnkVbRaebEn/iIJDfF3QX8QR5mLVV9tZ+n7mwAYcXtPjOEGTHtORqueyNRwXDVeHKUuAp4Asdl2IpL2/7Mt3VTF4nc3sm1WIUH/X29gO45NZcyD/Zj13CrWfbez8XJLtIlLvj6JkvWVzHpuFT6XH2elm///njk6w8YFHx7P6yf+hC3BwtUvdSG5Y3jIAplVczezbLaDXkOsDB1rIxiAnZvdbF7lZvNqF5vXuMjf5kVRIDxcQ4+eBnr2MtBzz3li0l+rClL0oX+nfYq6N+hqEhq+fSQA9mV/CYaysgDLlzXU6li8xMeGdT58PjAYGraqWKxaLFYNye109O5j4PxLrFiiQidt3Mq+x2xe5+X2K0opKwkwcLiZMy+K4LgTLQf8GQUUdc9TXsVEVeVZVJZfQDAo7YMPxXXj0lo6BNGEJKEhhBCizdixcTm/fPkqa5fMoFPnHH75+QvsdltLhyVaGUloHHs8dV7Kt9diiw/DGhdG+dZqNkzNpWBlOWVbqgn6/3o5HNM+gku/OanxzaeiKGz/o5BlH22mYEX5XvNGpoaTNjCetP4JpPaPwxL9z25KXqePwlUV1BbVY2/XMP7PufOWlOAodREWaSK+cxTWmP93+0AAV40HZ4WH+go3zgoPkalWYjIj+OSSmVTurKPbqFiGnNeOTkNjsBgiiNQnY9cnEqlPIlKfTKQ+ie0bCxg27DRi4pMpLykgLj6O2ppaPB4POp2elKwc0nO60r5zV7I6diUpJQWdXouGIKCg0QTQoIAmiAYFo0YBjYKGhu81mmDD1xoFCKLVBFH46zINgX2Op3FcoPG2mn0cT9EE9sTy53zBPdf9NR8ECfD32wX3XK787esgfhS8bh+bNhSzc2sFTqcXt9OHy+Ulf2cNa1eWYjLpuPG2rmR3tBEMKihKkAi7nuyO4ZjDtIACBPAoWtjzGClKw/yL51dw21WrScmwcP9znUnLMuOHPTErjY8p/+8+BhQa4+Vv8TY+bpogdY6BFJXciM+bcnh/EMc4SWi0LZLQEEIIcdSrKMnn05f+zcaV8+iQ3Z47br+Ws88+BYNBqryLf5KExrHFVePh80tnUrWrDmgo8qkEFcITwkjrH09it2giU8OJSLRgS7RgtP71f8Pn9jP98eVs+CmXdr1j6XNhDgmdI9HotBSvqyRvSQl5S0ob547LiSRtQDxpA+JJ6Ru311yHQruflQm6gA3qotkwNZ+V3y8if2seKanJXH7Z+Vx00YR/dHVauHAZJ598Pnc89w0ajYa1i2dgi4olI6cnqe27YTRJW+s/1VaVMfndJ1n6xxSCgb1XmegNBnr27MaQwX0ZNKgfWVlpxMREoygKgUCAuXMXcdPN99Kh20CuufeNxsLUonWRhEbbIgkNIYQQR7X1y2bz3jM3ERNt5/HH7+aUU8bIFhNxQJLQOHxFayuoL3fTfmRyyK0OTcFd66VkYxUV22rwuRq2KFhizUQkWYlIakhE6I37KLToC/DNdXMo317Dqc8NIeANUFfkJCzaRPsRyWh1+/9fUVPg4Ic7FlC5q44TH+hHl/H7r8VTV+Ikf2kpeYtLyV1SgqPEhUanIbFrNOkD40kdkEByjxj0poMrSmkIhGP0J2DwJWL0JzR+rVP++r1TFIXcLauZM+0Tls/5kWAwwCnjT+SKK87nuOMGotFo8Pv9ZGT0Y/ipV3DaJf86qBiOVfV1Nbjqa9BoGn5HHDWV7Ny8ku0blrFjwxIqy4r3ebv+I0/nktueR284ev6ejzWS0GhbJKEhhBDiqBUMBHj4mpF0bJ/MJ5+8JttLhCp/JjQURaGq1E/BTg+Fe05FuQ3nJfkNtQQMZi1pna3k9LeT0y+CrJ42zNa/3pQeiwmNpR9uYs7/1gAw6t+96T0xW/VtFUWhOs9B6eZqPA4fQX8Qa6y5YXVEkpWwSGNjgsRd62XbzAI2/55P3uISgn4FvUmH0apHUcBV5flrYg2Ex4YRmRZO5/HpdB6Xht6s45cHlrD513wmvDWClN5x+4yndHM1O+YUsuC19XQ9NYMT7u3Dis+3svS9TZjtRk7771DiO0Ye9H3MW1pK3uIS8paW4q72otVr0Oq1KAEFa6yZrqdlMPCqLugMWvQBOwZfQmPSwuhLwOiP3ytxoUZ9XQ2LZ3zLvF8+pShvG1FRUfTo0ZnNW3ZQXFTM7c9+TXa3AQc1p/gnRVGoKiukqqwQR101Go0GrVaLyWylfdf+klRv5SSh0bZIQkMIIcRR69evX+f7959m5szJ9O7dvaXDEa2Ioijk5xdgMBhITIzfaxXBbwVnMeeHKqZ+VM6uTW4AtFqITzGSnGEiOdNEYpoRl8aMyxFgx+o6ti2vxVHtR6uD9C7hZPeLILtfBAm9EgiPOnAioi0lNFZ8vpVZz6xkwBWdKNtcTd6SUtIHJeD3Bgj4gkSmhhPXwU5sTiSpfePQ6hve2FXl1bH6q+1s/i0fR6mrcT6NToPyt36VerOOiCQLAW+Q2iIniqKQ0ieOnBNTSBuYQFRaeOOqCr83QF2xk9oiJ7VF9dQWOinZUMXO+UXoTTpMNgP1ZW5OfmoQnf/2Bsbn9pO/pJTtcwrZMacIR6kLvVmH392wvcAQpifgC9Lj7CyG3NCVMPvhtUFVggplW2soXF2OMWjCprdRtrmGWV8v5vhzz+esyx5Ez8ElLkIeU1HYtn4pm1cvIH/7OqJikxg0egIZOT2b9DhCHI0kodG2SEJDCCHEUaeyrJAfP/4Pi6Z/wx13XM/999/e0iGJViIYDDJ58lSeePIldu3cBUBUVBRdu3YkISGW6upali1bTW1tLT0GjmbAqLNITs8hNjHtgEvEg8EgJbu3sW3dUratX8KODUspLykAIDu7A0OG9GXw4P4MHtyPtLR2hxT74qrTQo6pCKhbhVStYuVIlcpEi09pWJGy/Otd/PToGmzxZmzxZgrXVWONNtKuexSGMB1arYbyXQ7Kttfh9wTpPzGD0bd14bf/rGfFt3mE2Q10G9uO7GEJJHWxY4k0ggacVV5qilxUFzqpKXJRU+RCq9cQl2Wjw9B4bPEHV9+hanc9m2YUU7y5hqTOdgZd3B6Aki21/PHGZrbOLcXvDhCVaiFnRCI5IxLI6BPFnLe24qrxYU8Oo+uYZKLaHXqSwaaLItqQQIw+kWhDItGGBKL0CZi0DfelurqGzp2Pw+1207XfCK7896uEWWSFmRBHgiQ02hZJaAghhDhquOpr+eWr15j9w/vYwq3ce+8kLr/8/COyh1+0DgUFRaxatY6iolJstnAGDOhFZmY6wWCQ776bxlNPv8z2bTvoPuAEhp18IcFAgIKdG9m9cyP1dVVYwiNJSGnPcWMnEpt4eC9qK0sL2LZ+CdvWLWXHhqUU5G4BIDk5mcGD+zBq1HGcffYpmEzqPuFvzQmN0m21vH7m7MbL0vvGEGY3sHVuKRe9OYiM/n8VoQwGFH58ZDWrvssjJsNKbYmb42/qRL9zMzCYD66GRFOoLXYx65VNrPohn+g0K33OTqfjiARiMv9qdarl0F4OR+iiiTYkEqNP2CtxYdSG/pnv3JnLypXruPW2B4lPyWbS459iNIcdUhxCCPUkodG2SEJDCCFEq+f3eZkz9RN++fIlfB4XN910BTfffBUREfKJZmvj8/nYunUnOTlZ6PX6w55r5848tm3byYoVa/jll9msX78RAJ1OTyDQUBwyOTmZQDBASXEJ3QecwEnn3kD7Lv0O+74cLEdNJds3LGPb+iVs37CUXZtXk5CYwG23Xs3FF59LWNiBVxq05oSG3xNg9Y+7sUQaSO4WhT0xjIAvyGc3LCJ/dRVDL+9Au+5RGK069EYdXqefT65dRHJXO6c+3Iu49i3zt7pxeiGT/70Co1XPiOs60ndCOjrDP+sbHDihocG+J3ERbUggWp9IjCGBKH08BhWJiwOpqanj2mvv4NdfZ3Hz4x/Tpc/ww5pPCBGaJDTaFkloCCGEaJVqq8v58tX7KcrbjNfjoaq8iAsvnMA990wiKSmhpcMT+/Gvfz3Mu+9+SrduXfj001dJS0s56DmKi0u58qrbWbJ4OX5/Q9LCZo+ic58RdBtwAjndB2KLjMPjcrBl7WJ2bFwOQI+Bo1skkbE/RXlb+eXLV1n2xxRiYmOYdPOVXH75+Vit+042tOaExv54nX6m/28DK7/Lw+/5q8WoVq/h9Md60+OUg//5N5Xdqyt596J5GMJ0DLwoi4A3iLPKS8AXJLVXND1OTcFsa2irqkVBg4YIfcyebSJ7Vlzo/0xcNE19k7KyCn788Vdmz17A6jUbyctteN3cb8RpTLzhcaw2e5McRwixf5LQaFskoSGEEKJV+u79p1nwyydMPO90XC43N9xwOV265LR0WCKEa679F19/NQWA444bxA8/fHRQW4IcjnqGjziD6lo3J517I4mpHUhMbU9EVPxRu7WotHAXv371KotnTMZuj+Cmm67gqqsuxGbbuy3s0ZjQ+JMSVKgpduFzB/C5Anx1+1ISsiM4/5WBqo7R1GqKnLwwZnrj9yabnvAY0566HRoK11ZjMOkZe/5QLrtmAl3SuxJliEOvaZ7CrE6ni1deeYcXXngbj9dLhy79SO3QndSsrqTn9CAxtUOzHFcI8U+S0GhbDm8tqBBCCNFMfB43FksYTz55LwaDoaXDESo99+xDVFVWM336H8ybt4jff/+DMWNGqrqtz+fj5pvvpbCwhHtf/pn4dpnNG+wREp+cwcW3PsfJ50/i169e58knX+TFl97mhusv5dprL8VujzjoOb3uILs21JO70Ul1qQ+9QcPQ02KITzu4AppNRaPVEJnckESpKXZRU+giqp2Fog3VJHWJPOLxVObVAzD4wm4MOn0YiUndMPiT0PsT0fviqa2sZNYPH/L7F5/w++dLePLJeznvvNPRH94Okn1auXItF118E6UlZYw8/XJOOucGwiOimv5AQghxDJIVGkIIIVodRVH44rX7mTP1E1asmE5mZnpLhyQOwubN2xg0aBwASclJzJr5LQkJcfsdn59fyMyZc/ns8+9YsXwNl9/1In2OG3+kwj3iqsqL+O2bN1jw6xcYjQauu/Zirr/+MrZqLg1522k/+fjxrULyNrkI+BV0Bg32GAMuRwCXI0C3oREMHBuNLjocq12PxW7AGqnHajegN+5dO6IpV2j8XdAf5Ju7lrPx9yLiO9i4/rvjD+r2B03RovfHo/Mlovclovf9lbjQhPjszuWs4/OX72XpHz8QFxfHNddcxBVXnE90dNMlHEafeC7FFS6uvf8t4pLkf5kQLU1WaLQtktAQQgjR6sz47h2+efsxnnnmQa655uKWDkccghPHnEthaT1ORw3R9jAeeugOBg/uT3R0JD6fn4ULlzJjxlx+nz6XLZu3otVqyerUm/EX3UGnXkNbOvwjoqaylOmT32LutE/Q67RceeUF3HTTlcTFxexz/CeffM3NN99L134j6T5wNJkde9EuoxM6vQGv28XyeVOZ/8tnbN+wfJ+3t1qtREZGEhllJyY6kqgoO1FRdqKjoxq/joqKIicniw4d/lods7r65JD3pSLwV3JkzpRKXr8vn+RME3e+mkli2l/LHqoDoZMoNfvbLqPo0PgS0fqS0HiT0fqS0fiS0ahIXIRSvHs7M797l0UzvkGv03LRRRO4/vpLmySZOnDgyaR0Gc451zx42HMJIQ6fJDTaFkloCCGEaFVKC3fxxI0nccXlE3nqqftaOhxxiL7++geuueYOzrnmIVYt+Jmt65Y0XqfRaFAUhei4RDr1HkHXfiPo2PO4Y7YgYl1NBTMmv8MfUz+EYIDLLpvIpElX7VX8trKyij59T6RT39Fcevt/DlhPJOD3Ue+owVlXTf3fTs66ahy1VTgd1dTX1eCsq8K5Z5yjtgqX09E4R2ZWBiePG8W4caMwd3wYvf7A9Uv+TGis/KOWx6/cwcgzo7jm0VRMYXuvClGV0PBHoPEloPW2Q+NL+lviIu6wExeh1FaXM+enj5kz9SMctVWccsoYbr75Svr3733Icw4ZeirxWQOYeMNjTRipEOJQSUKjbZGEhhBCiFajtGAnLz9wMVaThvnzf9xvNwjRutXW1nHvvU/y6affcNI5N3D6ZXdRXpxH/vb1uJ0OgsEAmR17k5zR8agt9Nkc6uuqmTnlPWb/8D5+n4dLLj6HW265hpSUJB5//L+8/sYnPPT2bCIiY5vl+AG/j/q6anZtWc3axdNZv3QmVRUl2OxaBo60MnCkhYxsI2FWLcEABAJK43mVLwy/L8iMryuZ+U0lHyzrhi3yn8mHvyc0lKABxZeM4m2H4k1B8f15Ho+Gg9vm0tS8HjeLZ3zLjO/epqRgJ/3792HSpCsZN+4EdLoDx1ZdXcO6dZtYs2YDa9Zs4Msvv+e0S/7FuIk3H6HohRAHIgmNtkUSGkIIIZrVinnTyN++jtjENMxh4XjcTrweJx6Xs+Frt5O6mkp2b19LYd422nfI4rvJ75OamtzSoYtDUFBQxLnnXsPOXbs54/J7OG7s+WhDvAEUe3PV1zLrhw+YNeVd3K56rrv2Emb/sQhLbA6X3/nCEYsjGAySv20dhdsvZcGMerZt8IS8jdGkoc/ICG79XzqGPTU7lKARvzeFgDcVh7t9QwLD1w58CYD2wBO2sGAwyNolM5gx+S22rltCRmYG50wYT/funenevTN6vYE1azawbt0GVq/ZyJo1G9mdvxsAo8lMu8xOpGf35NSL78ASfmyuQBKitZGERtsiCQ0hhBDN6qlJ48nbtq5xmwGAwWjEarFgsViwWMOIjIygZ48u9OnTnfHjTzykrg+i5VVX1zD6xHOprvNww8MfkJwubXYPh9vpYOaU9/jpk/+iKApd+gxn/IW3kpLVFaPpyHUz6dx5NAC11QEKdvlwu4PodBp0OtDpNGh1UKexoNUYiY7PQqfLJOBJxe9NI+BNJeCLhxZecdEUdm1exYzv32XL6vnUVlfsdZ3NHkVKVlfaZXUhNasLqe27Et8uC51OGgoK0dpIQqNtkYSGEEKIJueoraIobytZnXrz1ZsPs2LOFLZtXYjb7cVqDUOvlxf5bY2iKJx19hUsW76OO//zfZtpudoa/DH1Y7549f7G7/UGI7c/8xWZnQ69rsPB+DOh8adg0IzHk4bHk4HHk47Xm47TnUnQH0drX3HRFBRFobaqlN07NhIMBEhp34XImETZPiXEUUISGm2LvKIUQgjRJFz1tfh8XratW8wXr95HXU0Vg044m/xtaxl1/FBMJhMmkyn0ROKo9PHHXzN71jxufuwjSWY0sRHjL2bHhmWU563mzTee5eSTL2DrusVHLKFRXX0SHk/6nlMG/mMkcbE/Go0Ge3QC9uiE0IOFEEI0K0loCCGEOCyFuVuY+sl/WTH/58bLxpx0PB1z2vPqq+/Rpe8IfvrpNx566FnGjBlJ3749MZslsdGWOBz1PPDgMwwefQ5d+o5o6XDapIjoeMrzNMyaNY9AIEBOj8FH7NhFRXcesWMJIYQQB0MSGkIIIQ5ZacFOnrv9dOLjYnj++YdJSkokISGWPn16UFhYzMsvv0N290GYzFbeee9LXnrpbQxGI8OHD+aKyydy8smjQx9EtHqTJ0+lrraO8Rfe2tKhtFk6nYEd23fw5JMvcvL5k8jI6dnSIQkhhBAtThIaQgghDtm37zxOYkIcc+dOITzcutd1ycmJAHz33lMAZOT0oLa6ksrS3cyY/gczpv/BpElX88gjdx3xuEXT+uDDr+jW/3hiElJaOpQ2Kya+HQAnnHElp1x0ewtHI4QQQrQOktAQQghxSBRFYfuGpdw66fJ/JDOgYZ/5gw/+i2AwSLt2iUyfPgeHIwa3Ox2n08XSpSt46aW3eeihf6HVHrv78duCgoIi+o8e1dJhtGnDTr6QAaPOxGS2tHQoQgghRKshCQ0hhBCHxOmopb6uhg4dsvY75rbbrm38euLEM/e6zu32UFZWIcmMNiAiwkZtZWlLh9HmSTJDCCGE2Ju8ihRCCHFI3M5aACIiwg/p9mazidTU5KYMSbSQk8eNYsW8n/C4nS0dihBCCCGOIZLQEEIIcUh279gIcMAVGuLYcOWVF+B01LJ09pSWDkUIIYQQxxBJaAghhDgk2zcsIzEpUVZZ7EN9vZP33/+ciopKSkvLefvtT1i/fnNLh9XkiotLmTlzLr/99gfJyYnM+enDlg5JCCGEEMcQqaEhhBDikOzYuIxBA/ug0WhaOpRW5/XXP+CJJ/7H7bc/2HjZfffdRteuHVswqqazbdtOHnroOaZN+x0Avd6A2WIlMbJdC0cmhBBCiGOJJDSEEEIctHVLZ7F9w3LunPR8S4fSajgc9dxyy31UVFQxd+4i+o04jciYBKZPfpvMzHQmTbqqpUNsEoqicPnlt1JcVsuFk56mY88hxMSnoNXpWjo0IYQQQhxjJKEhhBBCtfLiPJbP+YlfvnqV4cOHcO65p7V0SK3G7t2FTJ48FYCRp13GGZfdzWPXj6ZL1078MOVDjEZjC0fYNHbuzGPdug1ccddL9B95ekuHI4QQQohjmCQ0hBBCHFB1RQkr5k5l+dwf2bFxBWazmXHjTuDBB2+X7SZ/06lTNt988x633Ho/9bVVrJg7lYqSAn756TdiYqJbOrwmk56eQnp6GjO+f5dAwI/RFIbf58Hn9RBuj6HnoBNbOkQhhBBCHCMkoSGEEGIvBbs2M+2zFyjO34rP66G8OB+9Xs8JJwznntv/y9ixowgPt7Z0mC2utLScysoqIiJsRETYsFottG+fjgYNer2RuOQMALZu3UGHDpktG2wT0ul0/Pe/D/PII//hw//c/o/rX5y8CaM5rAUiE0IIIcSxRhIaQggh9vLLl6+wcfksLr30XAwGAzk5WZxyyhgiI+0tHVqrcvLJF7B9+859Xnf8hP6079KPjj2HcNvtDzFgQO82tUpj1KhhjBo1jJqaWhRFQa/XM3bs+Tj9Jgwmc0uHJ4QQQohjhLRtFUIIsZcufYbjdru55ZZrePTRu7noonMkmbEPzz334H6v+/iFu7hhfAYnnHEVdXVO7rzzUerqHEcwuiPDbo/g008n0779ANav38iZV94n25CEEEIIccTICg0hhBB7yekxGEVRWLt2I4mJ8S0dTotYs2Y9n302mV278qmqqqWqqoaa2lqSkhLo3KkDnTp1aKyZsWrVOuLjY0lMjOezz77l++9/bpwnd+saJt70JB8+fxu//jqLrPaZ+H1+HPX1gMKU7z8kKyu95e7oYdqwYQv33/8kg0ZPoNfgk8juNqClQxJCCCHEMUQSGkIIIfbJ5XK1dAhHVH29k+++m8p773/JyhWriYpNIKV9d6wRmaQl2zFZwqkqK2Txqq18/8NvuJ31AFgsFnI6duC4of1xOvd+zDatmofRFMaj781l6ewpVBTno9Fq2PLz56SmtiM+PrYl7uohW7t2Ix9//DXXX38pmZnpzJgxB6PJzAU3PYHBKFtNhBBCCHFkSUJDCCEEiqKwZc1CZnz3DuuXzcJgNNK9e+eWDmsviqLw44+/snjxCq644gLat89okjnXr9/MRx99xedffE+9w0GXvsO57oG36TZgFDrdvp8mFUWhqqyQwtwtFOVtoTB3Cx9+PBmno5YpUz5iwYKlPPPMy2zfsAyno5ox51zHSedcD0DetrXMmfoJV1994VFXXPXll9/h669/4P33P6db9y5s27aTTr2GSjJDCCGEEC1CoyiK0pQTvvFzXlNOJ4QQopmtXvgb0z5/kbxt6+jcuSOXXXYuJ5wwvEkSBocjL6+A99//nGXLVpObV0BVVTWOujoA+vXvzW+/frnfeg0+nw+Xy43L5cbtduN0unG5XI2X7d5dyLx5i5k7bwmlJaXYo2IZdOJ5HDd2IrGJaYcUr8/n4ZX7L8ZVXcAXX7zJ0KHj6T10HBOufoDo+HaN4xRF4Z0nr2fzqjlce+0lXHXVhSQlJRzSMY+UmppaJk+eygMPPMPQcRcTm5jG9g3LsMckcMKZVxEReXStNBFCCHHsum7coT3Pi9ZJEhpCCHGMctRW8dUbD7J09g8MHz6EW265iuOPP65VFHXctGkrY06aCBod7bsOIKFde8LCI+jQpR8et5OXH7iEM888mW3bcvF4vLjcfyUv3C4Xfr//gPNrdTrSs7uT3W0Q2d0H0anXUPQG42HHXVGSz3O3n4FOE6SyspI+x53M1fe+/o9xrvpapn72IvN//Ry3sx6LxcLdd9/MpElX/WNsfn4hX301hfnzl5CQEMfll5/PgAG9DzvWUHw+Hw888AzTfp5Jfl4+Wq2Wrv1GctGtz0kCQwghxFFLEhptiyQ0hBDiGLR60e98/so9EPTy3LMPMmHCqa0ikfGn7dt3MWjQOMZNnMTJF9yy13WKovDCv89jy9rFWMLtDBo9AYPRjNFkxmgKw7Dn3Gj8+/d7vjaaMZrDsITbMZktzRJ7Ye4WFk7/Go/LSc9BJ9K138j9jq2vq2H9spm8/9ytdO6cw4IFUwFwuz28+up7TJ02g5UrVmMyh5HTYwjlRbsoyt/OueedwSMP39msRVv/decjfPjBlwwbfzGp7bvSuddxRMYmNtvxhBBCiCNBEhptiyQ0hBDiGFJfV8PXbz7M4pmTGXPS8bz4wuOtspPJggVLGT/+AvocN56r733tH9d7PW7Ki/NISstuVYmYQ+HzunnhnvPZsXEFw4YNZvDgvvz44+9s276LHoPG0LXfSHoPHYc5zEowEGDB71/xw4fPEvR7uPPOG7juuksxmUxNGpPX66VD9mCGjb+MUy++o0nnFkIIIVqSJDTaFkloCCHEMWLd0ll89vLd+L0unnn6PiZOPLNVJgM+/fQbJk26j6zOfbj41ueJb5fZ0iE1u2AwyPK5P7Hw1y8ozNtCYkoHJlz7ECmZ+y7M6nTU8NOnL/DHTx+Snp7K00/dx5gxI5ssns8/n8wNN9zNg2/8TlJaTpPNK4QQQrQ0SWi0LZLQEEKINs5VX8s3bz/Ogt++5PhRw3j5pSdo1y6ppcPaJ6/XS3p6X7r0O4Er734ZrU7X0iG1aoW5W/j6zYfYtGoB11xzCY8//m8MBsNhzRkMBunX/yTsCR259oG3mihSIYQQonWQhEbbom3pAIQQQjSfjSvn8cSNJ7F6wVRefPEJvv3m3VabzAAwGAwkJMTjqCmXZIYKyek5THriM867/lHeffczzjjjMsrKKg5rzs2bt7Nzxy6Gj7+4iaIUQgghhGge+pYOQAghRNPyul2sXvQbS2ZNZt3S2QwbNphXXnmKtLR2oW/cwvx+P0aTkSZePNimaTQaRp56Ke0yO/POU9cz8viz+PSTV+nVq9shzbdgwRJ0Oj1ZXfo2caRCCCGEEE1LEhpCCHEUCwYCTH73CXZtWdVwgaJQkLsZt7Oe/v378OqrTzNx4plota1rQV4wGGT9+k04HE6SkuJJSIgnLMzMK6+8x/btO/n3Cy+2dIhHnexuA/j3iz/x9hPXctLYibzwv0cPqU6K0WhEUYL4PO5m6wQjhBBCCNEUJKEhhBCtlKIoKMEgaDT7TUisXTqTGd+/y6mnjsFujwAg/azhTJhwKhkZrW+PqKIofPjhlzz++AtUVOy9NcJut1NbW8uQk84jtf2hrS441kXFJnHbM1/x+av3c8MNd/P1Nz/x9FP3kZPTnq1bd1BaWkZ6ehopKfvedqQoCpmZaQSDQdYuncng0ROO8D0QQgghhFBPEhpCCNGKKIrC1rWL+OOnj1iz6Hf8fh9WWySnXvIvho29YK+6EjWVpXz79qP079+HDz98pVV2LPmToiisXr2el19+h8mTpzJo9AQuGT0BW2QMNZWl1FSUUl1ZQnhEFINHn9PS4R7VDEYzF9/6HD0HjWHyO48zdOgpnHTS8fzyy0wCgQAA3bt3ZcCAXnTokIHfHyA/v4A1azaxbv0mHHV1mMMsWKwRLXxPhBBCCCEOTLqcCCFEC6uvq2HX5pXs2LicVfN/pjBvKx2y23PhBWcSFxfDwoXL+fTTb8js2ItTL7mTnB6D2LV5FZ+/cg8+VzW///YlaWkpRzTmQCDAjh25+Hx+unT5Z1tPRVFYsGApCxYsYdnyNSxftoaKigoiYxI447J/M/CEs45ovMcqn9fN9O/eYeZ37zD8lEvoP/J0dm/fwJrFv1O4axOlhbvQ6w1ExSaSlNGZ1KwupGR1Ibv7IIwmc0uHL4QQQjSpreuW8J87ZfVhWyIJDSGEaAFup4MV86ayeMa3bFm7GIDo6GhGjBjM5ZdP5LjjBu614mLRouXcccfDbNiwCaPRjNfrJiMzgy+/eIOcnPZHNPaamlr69DmRyspKAM4553TeeOPZxm0xNTV13HDD3Uyb9jtWm5307J5kdOxF+6796dhzCDqdLA4UQgghxJG1dPYUPvrfv/B5PS0dimhCktAQQogjJBgMsmXNAhb+/g2rF/6C1+NmxIghnH32eAYP7k9WVvoBt40oisKqVeuYNWs+vXt3Y8SIIS1S7HPr1h0MGHAS4ybejCnMyvfvP82KFdPJzEzH4/EwYcJVrFi1gQsnPU2vIeNaXUFSIYQQQhxbtqxZyP/+PZFzzzuDL7/4rqXDEU1IPiYTQohmVFNZysr5P7Nt3RK2r19CdWUpWe0zuevOGzj33NP3W5xxXzQaDb17d6d37+7NGHFoU6f+DkB2t4EkpnXg+/efZtOmbaSnp3LddXexeMlKbn78E7K7DWjROIUQQgghAGZOeY/OnTvyxuvPtnQooolJQkMIIZrJ1rWLeeXBSwgGA/Tu1Z1LLz6DceNOYMCA3q26gOeBlJdX8MgjzxMZk0jHXkPRaDRYrDbWrt3A7NkL+OGHX7j63tclmSGEEEKIVqGiJJ+1i6fzn/88ctS+/hL7JwkNIYRoBgU7N/HGY1cxcEBvPv74lcaWqke7yEg7KSnJ7N5dyFOTxnPvy9PoOWQszzzzCsFgkPNvfIJeQ8a2dJhCCCGEaOPCDMWc0uXARca/Xr2AOdM+xRoezjnnnHaEIhNHkiQ0hBCiifl8Ht5+8joy09vxySevEhFhO6R5qqtrWLFiDZWV1fj9Afr160n79hkt9unCrl15XHnVHezeXQiAVqslGAxw/k1PoAES07IZPv6iFolNCCGEEMeWtKjfQo5xOx0s/O0LLrrwbKxWyxGIShxpktAQQogmVl1eQknBTh598PmDTmYEAgG+/voHXnrpXTZu3PyP67NzOnDpJecwceIZxMREN1XIqnz44VesXrWOGx95ny59RzYW+9Tp9Fx82/NHNBYhhBBCHNvSIw+c0Fi52suL956PEvBxzTXygUtbJQkNIYRoYjHx7QiPiGTz5u0HfdsbbryHr778jl6DT+KS268hq1MfImMTCQYDbF27mCUzv+Phh5/nkUf/Q6dOOaSlJpGamkz79pmMGTOCtLSUZrhHkJubz4IFS0lK60C3/qOa5RhCCCGEEPunEGneQXrkLBLtM4kw79r3KEXhzXfqeeixGrJzopgy5UMyMtKObKjiiJG2rUII0Qzee3YSS2dPYfny6WRlpau+3bDhZ2BL6MIlt+9/xUNdTQVLZ/9AUe5mKssKqS4vpLRgF36/jy5dOnHyyaM4+eTR9OrV7bC2p9TVORg58gx27MgFwGK1cfFt/6HXkJMOeU4hhBBCCPUUIs3bSY+cTXrkLOzmhveabiWwz9FOV5Db76rmm8kubrwunIcfW4pev/dn+JGRHZo9anHkyAoNIYRoYpVlhbTL6MRSpvDrrzO5/vrLVd+2c+cOzF+8GkVR9puMsNljGHX63nO6nHVsWD6HNYt+5403P+P5518jOTmZ6667mMsum4jNFn7Q92PXrrzGZAaA3+/j4//dwebV8znv+kcPej4hhBBCiNAUoszbSY+cRVrkLOzmfFW3ysv3c+mVlWzb7uet16I463QLOr283W3r5CcshBBN7Nu3H2fFvKl06dKJ8ePHHNRtLWFmSnbvIOD3oTcYVd8uzGKj77Dx9B02noDfx7b1S1k8czKPPvpfXn/jIz7+6GX69u15ULF0796FqqqtBINB5s1bzJw5C9m0aRvTfvqIcRNvJiIq7qDmE0IIIYTYN4WYsG1kRv5BO/sMIsy7Vd8yEFD49nsX9z9Ug82m4ecf4ujW1dCMsYrWRLacCCFEE5sz9RM+f/U+tm5dRGxsTMjxwWCQRYuW89//vcmM6X9w7nUPc/xp6ld1HEhFyW7ee/Zm8rev47NPX2f06OGHNV9RUQm9e59Aj8EnccVdLzdJjEIIIYQ4FilEhW0hzT6LtMjZ2EwNSQyTRt1n7oqiMOVnJ48+V8WGzT7OONnCa8/FEh2laxzjCvtn4VDZctK2SEJDCCGaWF1NBf++qD/jTz6Bc845jSFD+hMTE43f76emppbq6lp27cpn5co1LF++lmXL11BeVkZiShanXHQHfYaNb9LWrD6fh3eevIHNq+by7bfvMnTowEOeKxgMMnDgONwBI/e9+muTxSiEEEKIY4FCVNhm0iJnkWafhc1U+I8RoRIaiqLw+2wXDz9TxYo1XkYNM/Pw3VEM6GP+x1hJaLR9suVECCGamM0ew5mX/5u50z7hxx9vAiDcZsNRV7fXOKvNTlqH7vQ9/ly69T+erE590Op0+5rysBgMJq6651Vef+RKzjvvWqZM+fCgt5/86dlnX2Hbth1MeuLTJo5SCCGEEG2TQkzYJlL3JDHCTUWHPNPcRS4eerqKBUs8DOpn4tdvEhkxJKwJYxVHG1mhIYQQzaiytICtaxdTU1WK1RaJ1RaJxRZJZHQCsUnpaLXaIxaLx+3kpfsuxF1bzOJF0wgPt6q+raIoPPXUSzz33CucdumdjDvvpmaMVAghhBBHN4VYy6aG7iT22dhMxfj205nk/9vXCo1lqzw8/EwV0/9w0aubkYfvjuKkUWEhV7TKCo22T1ZoCCFEM4qOb8fAE85q6TAAMJktnH31Azx3+5ls2LCFAQN673fsqlXr+L/27iVEyyqO4/hvbo63dLDR1NSUSi0rtDIiAwUXiZUXSiwytMVUkgQlhbWxFFpoiGglGFpKFLYJZqMLDZUQUiJ1BHOMGBPM0ryNlxl1rIVtLMHIyZdHP5/t+3Des/4+//Ocdeu+Tmvr2fTr1ycNDbuzatWaTHphTh6bMvMa7hoAKIY/Utt5dwbWbMxtNZvStcPBq15x1+6zmbfwaOrXnc7QO6vy+fJemTS+c8rL2+9oLsUmaADcQKo7XpzKaG1tvezvbW1tWbjwoyxYsDRdu9WkulOXHD10MFUdOmTKS+/847pYAIAH+374V8T4tV3WO336QubMP5KPVzdn4IDKrFhSm2cmd01FhZDBpQQNgBtIn/53pHuPnlm58ouMGvXQJUdeDh/+PXV1s7Np05Y88dxrGTd1VsorKnKhrS0pK7umx2MAgOIY1uvLdltrx67WTH/lUPbtP5/33+2RF6d3S1WVkMHl+YYGwA1m26b6fLLg1Ywe/UiWLVuQ3r17JUkmTpye7Tv3ZMYbS3LXiEdLvEsA4EbR1nY+B5r2pOHb9Vm75oMMGXx7VqxYlCFDru57F91axl/xmfLejVf1H5SWCQ2gZE41H8u51pbU1PZOkpSXJZUVZTl7vl07K38zcvSEdLmpJqsXvZ5Ro57M4sXzUlt7czZv3pK6t5eJGQDANdFy5lQ21n+aDV8tz8kTx1JZWZm6uuczd+7sVFdXl3p7FIAJDaAkOlSWZf6sx9PU2JCRYybk2VnvZVDfHrlvwLkcbq7KwePJgSPnSr3N69qJY4fz2eI307B1Q5Kk36CheWvpWkdLAID/xcnjR9LUuCP79u7Mvsbt+Wn3d2ltOZ0Z06dm8uTxGT78nnTu3H7XsJrQuP6Z0ABKYlj/ytzSq2eaGpNtG+tz9wNj0mnsU/nteNKl44U0n/l3V3vx33Wrqc3MuSvyw/ffZOfW9Xl47NNiBgDQLlrOnMr+H3dl394daWrcmZ/37sihXy6+/O7evXtG3H9vxr08LdOmTcmAAbeWeLcUVbtPaAAAAECpXTg4+IrPmNAoNq/iAAAAgMIRNAAAAIDCceQEAAAAKBwTGgAAAEDhCBoAAABA4QgaAAAAQOEIGgAAAEDhCBoAAABA4QgaAAAAQOEIGgAAAEDhCBoAAABA4QgaAAAAQOEIGgAAAEDhCBoAAABA4QgaAAAAQOEIGgAAAEDhCBoAAABA4fwJLTD+H0RVv/QAAAAASUVORK5CYII=",
       "text/plain": [
        "<Figure size 1000x800 with 2 Axes>"
       ]
@@ -1893,8 +2352,123 @@
     }
    ],
    "source": [
-    "pvdeg.geospatial.plot_sparse_analysis(geo_res, data_var='T98_0', method=\"nearest\")"
+    "pvdeg.geospatial.plot_sparse_analysis_land(geo_res, data_var='T98_0', method=\"linear\")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Growing Our Living Store\n",
+    "\n",
+    "What if we want to download more points from Europe? We can keep our old download in the store and shelve it to look at northern Europe.\n",
+    "\n",
+    "We will start by generating a range of points that cover Europe."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lon_EU = np.arange(-25.0, 51.0, 1)  # Adjusted for EU longitudes\n",
+    "lat_EU = np.arange(34.0, 73.0, 2)    # Adjusted for EU latitudes\n",
+    "\n",
+    "# Create meshgrid for EU\n",
+    "lon_grid_EU, lat_grid_EU = np.meshgrid(lon_EU, lat_EU)\n",
+    "\n",
+    "# Check land coverage in the EU\n",
+    "land_EU = globe.is_land(lat_grid_EU, lon_grid_EU)\n",
+    "\n",
+    "# Extract land coordinates in the EU\n",
+    "lon_land_EU = lon_grid_EU[land_EU]\n",
+    "lat_land_EU = lat_grid_EU[land_EU]\n",
+    "\n",
+    "# Define the Scan grid ranges\n",
+    "lon_Scan = np.arange(-10.5, 31.6, 0.3)\n",
+    "lat_Scan = np.arange(60, 71.2, 0.3)\n",
+    "lon_grid_Scan, lat_grid_Scan = np.meshgrid(lon_Scan, lat_Scan)\n",
+    "land_Scan = globe.is_land(lat_grid_Scan, lon_grid_Scan)\n",
+    "\n",
+    "lon_land_Scan = lon_grid_Scan[land_Scan]\n",
+    "lat_land_Scan = lat_grid_Scan[land_Scan]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x23caacb8400>"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scatter(lon_land_EU, lat_land_EU, c='r', s=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "w, m, failed_gids = pvdeg.weather.weather_distributed(database=\"PVGIS\", coords=[(lat_land_EU[0], lon_land_EU[0])])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "adding to store\n",
+      "opening store\n",
+      "add entry to dataset\n",
+      "dataset saved to zarr store at C:\\Users\\tford\\PVDeg-Meteorological\n"
+     ]
+    }
+   ],
+   "source": [
+    "pvdeg.store.store(weather_ds=w, meta_df=m)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_weather, loaded_meta = pvdeg.store.get(group=\"PVGIS-1hr\")"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {

From 7894b0a4119aef7c7c6e69ce5be333bb9231a86b Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Sun, 27 Oct 2024 19:29:09 -0600
Subject: [PATCH 055/109] adding point to existing zarr store

---
 pvdeg/store.py                       |   64 +-
 scripts/load_pvgis_distributed.ipynb | 4389 ++++++++++++++++++--------
 2 files changed, 3019 insertions(+), 1434 deletions(-)

diff --git a/pvdeg/store.py b/pvdeg/store.py
index 864882b0..790da08c 100644
--- a/pvdeg/store.py
+++ b/pvdeg/store.py
@@ -75,13 +75,13 @@ def store(weather_ds, meta_df):
 
     combined_ds = _combine_geo_weather_meta(weather_ds, meta_df)
 
-
     if not os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zmetadata")): # no zstore in directory
         print("Creating Zarr")
 
         combined_ds.to_zarr(
             store=METOROLOGICAL_DOWNLOAD_PATH, 
             group=f"{group}-{periodicity}",
+            mode="w-",      # only use for first time creating store
         )
     else: # store already exists
         print("adding to store")
@@ -90,6 +90,7 @@ def store(weather_ds, meta_df):
         stored_ds = xr.open_zarr(
             store=METOROLOGICAL_DOWNLOAD_PATH,
             group=f"{group}-{periodicity}",
+            # consolidated=True
         )
 
         lat_lon_gid_2d_map = _make_coords_to_gid_da(ds_from_zarr=stored_ds)        
@@ -104,57 +105,42 @@ def store(weather_ds, meta_df):
 
             if lat_exists and lon_exists:
                 print("(lat, lon) exists already")
-                stored_gid = lat_lon_gid_2d_map.sel(latitude=target_lat, longitude=target_lon)
 
-                # overwrite previous value at that lat-lon, keeps old gid
+                raise NotImplementedError
+
+                # stored_gid = lat_lon_gid_2d_map.sel(latitude=target_lat, longitude=target_lon)
+
+                # # overwrite previous value at that lat-lon, keeps old gid
+
+                # # need to set the gid of the current "sheet" to the stored gid
+                # updated_entry = combined_ds.loc[{"gid": gid}].assign_coords({"gid": stored_gid}) # this may need to be a list s.t. [stored_gid]
+                # # loc may remove the gid dimension so we might have to add it back with .expand_dims
+
+                # # overwrite the current entry at the gid = stored_gid entry of the zarr 
+                # updated_entry.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode='w') 
 
-                # will this be a view
-                # how can we assign the value
-                # cant slice?
-                stored_ds.sel(gid=stored_gid)[:] = combined_ds.sel(gid=gid).values()
 
             else: # coordinate pair doesnt exist and it needs to be added, this will be a HEAVY operation
                 print("add entry to dataset")
 
                 # we are trying to save 1 "sheet" of weather (weather at a single gid)
                 # need to update the index to fit into the stored data after we concatenate
-                # we want to update the arbitrary gid in the input (combined_ds) to the next index in the gid array (starts at 0, current_gid + 1 = sizes["gid"] = new gid)
-                new_gid = stored_ds.sizes["gid"]
-                
-                # combined_ds.sel(gid=gid) = combined_ds.sel(gid=gid).assign_coords(gid=[new_gid]) # we may have the issues with this sel returning a view
-                updated_entry = combined_ds.sel(gid=gid).assign_coords(gid=[new_gid])
 
-                stored_ds = xr.concat([stored_ds, updated_entry], dim="gid")
+                # this concatenates along the the gid axis
+                # gid has no guarantee of being unqiue but duplicate gids are fine for xarray
+                # we slice so we can get a Dataset with dimensions of (gid, time) indexing to grab one gid will drop the gid dimension
+                new_gid = stored_ds.sizes["gid"]
 
-            # trigger rechunking
-            # should this happen outside of the loop
-            stored_ds = stored_ds.chunk() 
+                weather_sheet = combined_ds.sel(gid=slice(gid))
+                updated_entry = weather_sheet.assign_coords({"gid": [new_gid]})
+                updated_entry.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode="a", append_dim="gid")
 
-        # SAVE DATASET BACK TO STORE
-        stored_ds.to_zarr(METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode='w') # test with "a" probably wont work
+                # new_entry_added_ds = xr.concat([stored_ds, updated_entry], dim="gid")
 
+                # new_entry_added_ds.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode="a", append_dim="gid")
+                
     print(f"dataset saved to zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
 
-### THIS NEEDS TO BE DEPRECATED
-def _add_entry_to_ds(combined_ds, stored_ds, target_lat, target_lon, gid):
-
-    new_gid = stored_ds.sizes["gid"] # zero indexed so the next index will be the current size
-
-    # new_entry = combined_ds.sel(gid=gid).expand_dims(gid=new_gid)
-
-    # for var in new_entry.data_vars:
-    #     existing_data = stored_ds[var]
-    #     new_data = new_entry[var]
-
-    # updated_data = xr.concat([existing_data, new_data], dim='gid')
-    stored_ds = xr.concat([stored_ds, combined_ds.sel(gid=gid)], dim="gid")
-
-    # stored_ds[var] = updated_datag
-
-    # stored_ds['latitude'] = xr.concat([stored_ds['latitude'], xr.DataArray([target_lat], dims='gid')], dim='gid')
-    # stored_ds['longitude'] = xr.concat([stored_ds['longitude'], xr.DataArray([target_lon], dims='gid')], dim='gid')
-
-
 
 def check_store():
     """Check if you have a zarr store at the default download path defined in pvdeg.config"""
@@ -189,8 +175,10 @@ def _combine_geo_weather_meta(
     ):
     """Combine weather dataset and meta dataframe into a single dataset"""
 
+    # if meta_df.index.name == 'index':
     meta_ds = xr.Dataset.from_dataframe(meta_df).rename({'index' : 'gid'})
 
+
     combined = xr.merge([weather_ds, meta_ds]).assign_coords(
         latitude=("gid", meta_ds.latitude.values),
         longitude=('gid', meta_ds.longitude.values),
diff --git a/scripts/load_pvgis_distributed.ipynb b/scripts/load_pvgis_distributed.ipynb
index edc99d7e..e39aaac7 100644
--- a/scripts/load_pvgis_distributed.ipynb
+++ b/scripts/load_pvgis_distributed.ipynb
@@ -83,9 +83,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\distributed\\client.py:3362: UserWarning: Sending large graph of size 13.27 MiB.\n",
+      "This may cause some slowdown.\n",
+      "Consider loading the data with Dask directly\n",
+      " or using futures or delayed objects to embed the data into the graph without repetition.\n",
+      "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n",
+      "  warnings.warn(\n"
+     ]
+    },
     {
      "data": {
       "text/html": [
@@ -467,65 +479,65 @@
        "    IR(h)              (gid, time) float64 2MB 314.4 317.4 320.4 ... 271.9 274.1\n",
        "    wind_speed         (gid, time) float64 2MB 3.11 3.1 3.08 ... 3.53 3.45 3.37\n",
        "    wind_direction     (gid, time) float64 2MB 269.0 274.0 279.0 ... 245.0 242.0\n",
-       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-cde91754-9a73-4685-8cdf-cd5a93c5a174' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-cde91754-9a73-4685-8cdf-cd5a93c5a174' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c3cab5af-f810-42e9-990c-28bfe3708fd7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c3cab5af-f810-42e9-990c-28bfe3708fd7' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-07623a36-671d-48b1-b95b-c38eff4a75b3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-07623a36-671d-48b1-b95b-c38eff4a75b3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7dfb7e97-e2d8-476b-bc0e-b1c1dcb4a968' class='xr-var-data-in' type='checkbox'><label for='data-7dfb7e97-e2d8-476b-bc0e-b1c1dcb4a968' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0f277a39-13e0-4642-b90c-70e6ca13700e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0f277a39-13e0-4642-b90c-70e6ca13700e' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-6508992c-c748-4058-9bd3-ff253839f12a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6508992c-c748-4058-9bd3-ff253839f12a' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-814ac352-f26f-4e6c-998a-336361c5183b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-814ac352-f26f-4e6c-998a-336361c5183b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-58f34bd3-cf2a-4b26-bbf0-ed5c32816820' class='xr-var-data-in' type='checkbox'><label for='data-58f34bd3-cf2a-4b26-bbf0-ed5c32816820' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-a74275f7-d78b-4984-a4c8-d0e1607690bd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a74275f7-d78b-4984-a4c8-d0e1607690bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b1a6d444-d6fc-491d-8b07-fc6068ee8263' class='xr-var-data-in' type='checkbox'><label for='data-b1a6d444-d6fc-491d-8b07-fc6068ee8263' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3cd09d0b-fb96-47b2-add5-16127fa67f3f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3cd09d0b-fb96-47b2-add5-16127fa67f3f' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.11 4.7 5.28 ... 0.35 0.37 0.38</div><input id='attrs-de2ed662-5705-42bd-aefc-72181740c5cd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-de2ed662-5705-42bd-aefc-72181740c5cd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-09882637-eeea-4116-ada6-19a7754d11f8' class='xr-var-data-in' type='checkbox'><label for='data-09882637-eeea-4116-ada6-19a7754d11f8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[4.11, 4.7 , 5.28, ..., 2.36, 2.94, 3.53],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-9aec3b2f-225d-43c8-8084-8b2d50ef7f51' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9aec3b2f-225d-43c8-8084-8b2d50ef7f51' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83b07f64-043b-47c9-8be3-62e21dca1b7d' class='xr-var-data-in' type='checkbox'><label for='data-83b07f64-043b-47c9-8be3-62e21dca1b7d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ac72a5c7-23a6-4ec9-b0e6-9b75749806f1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ac72a5c7-23a6-4ec9-b0e6-9b75749806f1' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.11 4.7 5.28 ... 0.35 0.37 0.38</div><input id='attrs-dac72fa6-627d-41de-a8e4-f7cd0590b4ed' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dac72fa6-627d-41de-a8e4-f7cd0590b4ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4bbbb8b8-2075-4d91-8a7e-6b5275d50159' class='xr-var-data-in' type='checkbox'><label for='data-4bbbb8b8-2075-4d91-8a7e-6b5275d50159' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[4.11, 4.7 , 5.28, ..., 2.36, 2.94, 3.53],\n",
        "       [6.08, 5.44, 4.8 , ..., 7.99, 7.35, 6.71],\n",
        "       [7.57, 6.94, 6.31, ..., 9.45, 8.82, 8.19],\n",
        "       ...,\n",
        "       [4.66, 4.34, 4.01, ..., 5.65, 5.32, 4.99],\n",
        "       [4.3 , 4.23, 4.16, ..., 4.5 , 4.44, 4.37],\n",
-       "       [0.4 , 0.42, 0.44, ..., 0.35, 0.37, 0.38]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>87.27 87.03 86.79 ... 86.37 86.14</div><input id='attrs-0c32015a-2ea7-4e83-898a-c1bc65bc83ce' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0c32015a-2ea7-4e83-898a-c1bc65bc83ce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0d3ec41b-5a8f-4685-9b0a-055ee37a068e' class='xr-var-data-in' type='checkbox'><label for='data-0d3ec41b-5a8f-4685-9b0a-055ee37a068e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87.27, 87.03, 86.79, ..., 87.98, 87.75, 87.51],\n",
+       "       [0.4 , 0.42, 0.44, ..., 0.35, 0.37, 0.38]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>87.27 87.03 86.79 ... 86.37 86.14</div><input id='attrs-79e4976d-61d3-4f83-973d-29d58c424823' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-79e4976d-61d3-4f83-973d-29d58c424823' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-736f85a9-30f9-432b-aa83-e1057ba597fb' class='xr-var-data-in' type='checkbox'><label for='data-736f85a9-30f9-432b-aa83-e1057ba597fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87.27, 87.03, 86.79, ..., 87.98, 87.75, 87.51],\n",
        "       [92.41, 92.03, 91.64, ..., 93.57, 93.18, 92.8 ],\n",
        "       [91.82, 91.44, 91.05, ..., 92.97, 92.59, 92.2 ],\n",
        "       ...,\n",
        "       [80.31, 80.83, 81.36, ..., 78.73, 79.26, 79.78],\n",
        "       [76.99, 76.59, 76.2 , ..., 78.16, 77.77, 77.38],\n",
-       "       [85.9 , 85.66, 85.43, ..., 86.61, 86.37, 86.14]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-2fca88de-2dea-4f90-b2e5-f9eb4b78bcc9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2fca88de-2dea-4f90-b2e5-f9eb4b78bcc9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23b4609f-c259-4d76-a518-d4e66521c484' class='xr-var-data-in' type='checkbox'><label for='data-23b4609f-c259-4d76-a518-d4e66521c484' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [85.9 , 85.66, 85.43, ..., 86.61, 86.37, 86.14]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-177f4427-33cf-4253-83f5-e10378029bea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-177f4427-33cf-4253-83f5-e10378029bea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9d7a1696-ecaa-4d29-ab28-606cb3aaa90f' class='xr-var-data-in' type='checkbox'><label for='data-9d7a1696-ecaa-4d29-ab28-606cb3aaa90f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       ...,\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-b64d9682-9438-4ac0-9c09-fee822b0e1fc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b64d9682-9438-4ac0-9c09-fee822b0e1fc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3b0ec9f-dc90-4862-b2c8-bbaa94e4a587' class='xr-var-data-in' type='checkbox'><label for='data-b3b0ec9f-dc90-4862-b2c8-bbaa94e4a587' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-59965f95-8a0c-4459-b08b-d4e9b3f0766c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-59965f95-8a0c-4459-b08b-d4e9b3f0766c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d594ad1-5bda-4902-aea0-f6b6bb7fe297' class='xr-var-data-in' type='checkbox'><label for='data-5d594ad1-5bda-4902-aea0-f6b6bb7fe297' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       ...,\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-78a4a2c0-3da5-4ce2-986a-c8320dbd1e34' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-78a4a2c0-3da5-4ce2-986a-c8320dbd1e34' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcc216a3-9eb8-4075-8b57-c52dfb17d760' class='xr-var-data-in' type='checkbox'><label for='data-fcc216a3-9eb8-4075-8b57-c52dfb17d760' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-abfcf824-7055-4f44-b742-e3a7e0bdca04' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-abfcf824-7055-4f44-b742-e3a7e0bdca04' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0a57fc5-5606-4c0f-b47a-fb77889476e3' class='xr-var-data-in' type='checkbox'><label for='data-c0a57fc5-5606-4c0f-b47a-fb77889476e3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       ...,\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>314.4 317.4 320.4 ... 271.9 274.1</div><input id='attrs-24770d78-d45f-4b84-8137-4decfd9326c0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-24770d78-d45f-4b84-8137-4decfd9326c0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2dd1e0e1-c2b8-4535-ba37-56ed6197fcd8' class='xr-var-data-in' type='checkbox'><label for='data-2dd1e0e1-c2b8-4535-ba37-56ed6197fcd8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[314.43, 317.41, 320.38, ..., 305.5 , 308.47, 311.45],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>314.4 317.4 320.4 ... 271.9 274.1</div><input id='attrs-2c4f6be0-fea3-4e79-a05f-e317a4a5abde' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c4f6be0-fea3-4e79-a05f-e317a4a5abde' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bb0a23a3-2df8-41f6-b2e2-31cd8945f812' class='xr-var-data-in' type='checkbox'><label for='data-bb0a23a3-2df8-41f6-b2e2-31cd8945f812' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[314.43, 317.41, 320.38, ..., 305.5 , 308.47, 311.45],\n",
        "       [306.87, 300.79, 294.72, ..., 325.08, 319.01, 312.94],\n",
        "       [328.  , 321.71, 315.43, ..., 346.86, 340.57, 334.28],\n",
        "       ...,\n",
        "       [279.89, 275.88, 271.86, ..., 291.94, 287.92, 283.91],\n",
        "       [ 17.39,  18.74,  20.09, ...,  13.33,  14.68,  16.04],\n",
-       "       [276.3 , 278.52, 280.75, ..., 269.63, 271.85, 274.08]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.11 3.1 3.08 ... 3.53 3.45 3.37</div><input id='attrs-a97d5bdb-33a6-4f87-92dd-c520ec671223' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a97d5bdb-33a6-4f87-92dd-c520ec671223' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fda96c9e-e2f7-444c-9977-0784af76506f' class='xr-var-data-in' type='checkbox'><label for='data-fda96c9e-e2f7-444c-9977-0784af76506f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3.11,  3.1 ,  3.08, ...,  3.14,  3.13,  3.12],\n",
+       "       [276.3 , 278.52, 280.75, ..., 269.63, 271.85, 274.08]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.11 3.1 3.08 ... 3.53 3.45 3.37</div><input id='attrs-308ec073-c5d5-4079-8b01-20fc5765c852' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-308ec073-c5d5-4079-8b01-20fc5765c852' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23058a4a-ba9f-4442-bea7-44234a199d57' class='xr-var-data-in' type='checkbox'><label for='data-23058a4a-ba9f-4442-bea7-44234a199d57' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3.11,  3.1 ,  3.08, ...,  3.14,  3.13,  3.12],\n",
        "       [ 3.56,  3.52,  3.49, ...,  3.67,  3.63,  3.6 ],\n",
        "       [ 4.9 ,  4.87,  4.84, ...,  4.98,  4.95,  4.92],\n",
        "       ...,\n",
        "       [10.02,  9.4 ,  8.79, ..., 11.86, 11.24, 10.63],\n",
        "       [ 9.31,  8.92,  8.53, ..., 10.48, 10.09,  9.7 ],\n",
-       "       [ 3.29,  3.21,  3.14, ...,  3.53,  3.45,  3.37]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>269.0 274.0 279.0 ... 245.0 242.0</div><input id='attrs-3f237422-f864-497d-b7f1-fae58c43d2ad' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f237422-f864-497d-b7f1-fae58c43d2ad' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-92882884-9aae-4d4e-98cc-a8b3214456eb' class='xr-var-data-in' type='checkbox'><label for='data-92882884-9aae-4d4e-98cc-a8b3214456eb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[269., 274., 279., ...,  32.,  33.,  31.],\n",
+       "       [ 3.29,  3.21,  3.14, ...,  3.53,  3.45,  3.37]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>269.0 274.0 279.0 ... 245.0 242.0</div><input id='attrs-78201489-21c7-4d97-a59d-9420578493a6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-78201489-21c7-4d97-a59d-9420578493a6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1954278-f694-45e2-aa77-db842ce0c68f' class='xr-var-data-in' type='checkbox'><label for='data-f1954278-f694-45e2-aa77-db842ce0c68f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[269., 274., 279., ...,  32.,  33.,  31.],\n",
        "       [346., 346., 342., ..., 212., 216., 211.],\n",
        "       [294., 338., 341., ..., 210., 215., 215.],\n",
        "       ...,\n",
        "       [259., 255., 246., ..., 235., 243., 249.],\n",
        "       [346., 352., 355., ..., 168., 168., 168.],\n",
-       "       [329., 329., 330., ..., 252., 245., 242.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.014e+05 1.014e+05 ... 9.965e+04</div><input id='attrs-9ecd9b66-ad0f-4b24-b62c-de41c80d8001' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9ecd9b66-ad0f-4b24-b62c-de41c80d8001' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48061589-2984-4ed5-9a8c-293b4d67037f' class='xr-var-data-in' type='checkbox'><label for='data-48061589-2984-4ed5-9a8c-293b4d67037f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[101417., 101388., 101378., ...,  97618.,  97637.,  97647.],\n",
+       "       [329., 329., 330., ..., 252., 245., 242.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.014e+05 1.014e+05 ... 9.965e+04</div><input id='attrs-c161f756-da13-4a88-854f-ca4cc76766c5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c161f756-da13-4a88-854f-ca4cc76766c5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8d5977ac-f967-4bf5-98b5-adcca895afd5' class='xr-var-data-in' type='checkbox'><label for='data-8d5977ac-f967-4bf5-98b5-adcca895afd5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[101417., 101388., 101378., ...,  97618.,  97637.,  97647.],\n",
        "       [ 98226.,  98255.,  98226., ...,  98283.,  98332.,  98264.],\n",
        "       [100334., 100354., 100364., ..., 100600., 100698., 100639.],\n",
        "       ...,\n",
        "       [ 96722.,  96751.,  96790., ...,  96643.,  96810.,  97016.],\n",
        "       [100472., 100551., 100620., ...,  98386.,  98544.,  98672.],\n",
-       "       [101716., 101775., 101815., ...,  99263.,  99471.,  99650.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-19814386-82c6-41c3-b7c8-1e695dbc6d75' class='xr-section-summary-in' type='checkbox'  ><label for='section-19814386-82c6-41c3-b7c8-1e695dbc6d75' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-683de329-9dc5-40c5-af9c-e1e1605d07ea' class='xr-index-data-in' type='checkbox'/><label for='index-683de329-9dc5-40c5-af9c-e1e1605d07ea' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "       [101716., 101775., 101815., ...,  99263.,  99471.,  99650.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-510b13e0-4ea2-429d-8ac2-f8ddfe815654' class='xr-section-summary-in' type='checkbox'  ><label for='section-510b13e0-4ea2-429d-8ac2-f8ddfe815654' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-473e78e7-a42f-433f-be04-58b61129a1e4' class='xr-index-data-in' type='checkbox'/><label for='index-473e78e7-a42f-433f-be04-58b61129a1e4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
        "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
        "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
@@ -536,9 +548,9 @@
        "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
        "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-108eac46-e5f8-468c-851d-b13d9ff0ef8d' class='xr-index-data-in' type='checkbox'/><label for='index-108eac46-e5f8-468c-851d-b13d9ff0ef8d' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-4b5ea8cd-8e6e-430e-b425-597c9ea0ccd1' class='xr-index-data-in' type='checkbox'/><label for='index-4b5ea8cd-8e6e-430e-b425-597c9ea0ccd1' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
        "       20, 21],\n",
-       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7e848446-d7a0-4497-b07f-7e29354e76ca' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7e848446-d7a0-4497-b07f-7e29354e76ca' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6bf23756-0cc8-4ac1-982f-2f2492f0f16f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6bf23756-0cc8-4ac1-982f-2f2492f0f16f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 14MB\n",
@@ -558,7 +570,7 @@
        "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04"
       ]
      },
-     "execution_count": 6,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -587,7 +599,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [
     {
@@ -648,7 +660,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -664,6 +676,38 @@
     "explain *.compute() and dask here*"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x238c4131d90>]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.plot(geo_weather.sel(gid=0).dni)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": 9,
@@ -672,1030 +716,103 @@
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-       ".xr-section-summary {\n",
-       "  grid-column: 1;\n",
-       "  color: var(--xr-font-color2);\n",
-       "  font-weight: 500;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary > span {\n",
-       "  display: inline-block;\n",
-       "  padding-left: 0.5em;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label {\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in + label:before {\n",
-       "  display: inline-block;\n",
-       "  content: '►';\n",
-       "  font-size: 11px;\n",
-       "  width: 15px;\n",
-       "  text-align: center;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label:before {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label:before {\n",
-       "  content: '▼';\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label > span {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary,\n",
-       ".xr-section-inline-details {\n",
-       "  padding-top: 4px;\n",
-       "  padding-bottom: 4px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-inline-details {\n",
-       "  grid-column: 2 / -1;\n",
-       "}\n",
-       "\n",
-       ".xr-section-details {\n",
-       "  display: none;\n",
-       "  grid-column: 1 / -1;\n",
-       "  margin-bottom: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
        "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
        "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 14MB\n",
-       "Dimensions:            (gid: 22, time: 8760)\n",
-       "Coordinates:\n",
-       "  * gid                (gid) int32 88B 0 1 2 3 4 5 6 7 ... 15 16 17 18 19 20 21\n",
-       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
-       "Data variables:\n",
-       "    IR(h)              (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    dhi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    dni                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    ghi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    pressure           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    relative_humidity  (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    temp_air           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    wind_direction     (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0533ab08-9771-4a6d-ba20-37c867355760' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0533ab08-9771-4a6d-ba20-37c867355760' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-0dc81e91-a7c6-48ff-b972-8831959473a4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0dc81e91-a7c6-48ff-b972-8831959473a4' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-21bd84f9-5845-4b6a-8731-3a62eda4791e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-21bd84f9-5845-4b6a-8731-3a62eda4791e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9df44ef0-bd31-4a7f-a401-808683cd83e0' class='xr-var-data-in' type='checkbox'><label for='data-9df44ef0-bd31-4a7f-a401-808683cd83e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-7cda80c0-195f-4057-bbed-2cce726858af' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7cda80c0-195f-4057-bbed-2cce726858af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6028b0ff-976c-446a-a66c-1b33f088fb25' class='xr-var-data-in' type='checkbox'><label for='data-6028b0ff-976c-446a-a66c-1b33f088fb25' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-bbba23dc-42cd-4756-a9f9-8841e5f75b86' class='xr-section-summary-in' type='checkbox'  checked><label for='section-bbba23dc-42cd-4756-a9f9-8841e5f75b86' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-fee9e01d-17ec-47b7-a891-baca629bd36f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fee9e01d-17ec-47b7-a891-baca629bd36f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f443987b-c77c-4248-9bfc-f55ace9312b6' class='xr-var-data-in' type='checkbox'><label for='data-f443987b-c77c-4248-9bfc-f55ace9312b6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>altitude</th>\n",
+       "      <th>Source</th>\n",
+       "      <th>wind_height</th>\n",
+       "    </tr>\n",
        "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
-       "</svg>\n",
-       "        </td>\n",
+       "      <th>gid</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-6573a037-6688-4f98-afa7-44d348331e79' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6573a037-6688-4f98-afa7-44d348331e79' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35bea160-e973-43fd-83a5-a56162735cdc' class='xr-var-data-in' type='checkbox'><label for='data-35bea160-e973-43fd-83a5-a56162735cdc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
        "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
-       "</svg>\n",
-       "        </td>\n",
+       "      <th>0</th>\n",
+       "      <td>49.95</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-1e5f965a-179f-4290-8e3b-eaeb8adb3ccf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1e5f965a-179f-4290-8e3b-eaeb8adb3ccf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2ff55ff9-2785-4704-8139-80d733a084c7' class='xr-var-data-in' type='checkbox'><label for='data-2ff55ff9-2785-4704-8139-80d733a084c7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
-       "</svg>\n",
-       "        </td>\n",
+       "      <th>1</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-a208ad62-d7e8-4ddf-a848-b24e9e01891c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a208ad62-d7e8-4ddf-a848-b24e9e01891c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d129aa5c-b387-423b-804f-99ce278e38e0' class='xr-var-data-in' type='checkbox'><label for='data-d129aa5c-b387-423b-804f-99ce278e38e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
-       "</svg>\n",
-       "        </td>\n",
+       "      <th>2</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-b1cc53b1-1ff9-47aa-950a-5623ced21a4a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b1cc53b1-1ff9-47aa-950a-5623ced21a4a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d8f01d0-a9f5-4245-ad05-0572e41d0c34' class='xr-var-data-in' type='checkbox'><label for='data-7d8f01d0-a9f5-4245-ad05-0572e41d0c34' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
-       "</svg>\n",
-       "        </td>\n",
+       "      <th>3</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-689e11ad-3890-48cd-8cbb-14887f83ed26' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-689e11ad-3890-48cd-8cbb-14887f83ed26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-828cf294-7008-4c0b-8dac-0e15b7dac19a' class='xr-var-data-in' type='checkbox'><label for='data-828cf294-7008-4c0b-8dac-0e15b7dac19a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
-       "</svg>\n",
-       "        </td>\n",
+       "      <th>4</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-69665488-9ec1-46e6-8b23-62194524553e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-69665488-9ec1-46e6-8b23-62194524553e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0f2a1bb-a990-4924-8b81-ff7d572d3f3d' class='xr-var-data-in' type='checkbox'><label for='data-c0f2a1bb-a990-4924-8b81-ff7d572d3f3d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
-       "</svg>\n",
-       "        </td>\n",
+       "      <th>5</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-0d06432d-5c81-44a2-a82c-3a58d0c3fbea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0d06432d-5c81-44a2-a82c-3a58d0c3fbea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a2c59cea-dce0-4ada-a394-b047c109c189' class='xr-var-data-in' type='checkbox'><label for='data-a2c59cea-dce0-4ada-a394-b047c109c189' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
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-       "</svg>\n",
-       "        </td>\n",
+       "      <th>6</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-8b49d259-0dd8-4839-aea6-9abe95e48fcf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8b49d259-0dd8-4839-aea6-9abe95e48fcf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a7b68f06-f069-457a-90cd-2c11dfc9a801' class='xr-var-data-in' type='checkbox'><label for='data-a7b68f06-f069-457a-90cd-2c11dfc9a801' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
-       "        <td>\n",
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-       "                        <td> </td>\n",
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-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
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-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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-       "\n",
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-       "\n",
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-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">22</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-0ee9245e-0118-45b2-af23-7f929268cb3d' class='xr-section-summary-in' type='checkbox'  ><label for='section-0ee9245e-0118-45b2-af23-7f929268cb3d' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-42832619-8d62-4507-8af1-4d9d95f53101' class='xr-index-data-in' type='checkbox'/><label for='index-42832619-8d62-4507-8af1-4d9d95f53101' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
-       "       20, 21],\n",
-       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7df0e3bb-e8c9-42f6-9d4c-e77281a67b29' class='xr-index-data-in' type='checkbox'/><label for='index-7df0e3bb-e8c9-42f6-9d4c-e77281a67b29' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3ccaede0-2207-42ed-a7f5-f058bbdf62bf' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3ccaede0-2207-42ed-a7f5-f058bbdf62bf' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 14MB\n",
-       "Dimensions:            (gid: 22, time: 8760)\n",
-       "Coordinates:\n",
-       "  * gid                (gid) int32 88B 0 1 2 3 4 5 6 7 ... 15 16 17 18 19 20 21\n",
-       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
-       "Data variables:\n",
-       "    IR(h)              (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    dhi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    dni                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    ghi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    pressure           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    relative_humidity  (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    temp_air           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    wind_direction     (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    wind_speed         (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "geo_weather"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
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-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>latitude</th>\n",
-       "      <th>longitude</th>\n",
-       "      <th>altitude</th>\n",
-       "      <th>Source</th>\n",
-       "      <th>wind_height</th>\n",
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-       "    <tr>\n",
-       "      <th>gid</th>\n",
-       "      <th></th>\n",
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-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>49.95</td>\n",
-       "      <td>1.5</td>\n",
-       "      <td>176.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-9.5</td>\n",
-       "      <td>330.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-8.5</td>\n",
-       "      <td>137.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-4.5</td>\n",
-       "      <td>184.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-3.5</td>\n",
-       "      <td>160.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-2.5</td>\n",
-       "      <td>86.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-1.5</td>\n",
-       "      <td>217.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-0.5</td>\n",
-       "      <td>94.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
+       "      <th>7</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
        "    </tr>\n",
        "    <tr>\n",
        "      <th>8</th>\n",
@@ -1814,78 +931,1884 @@
        "</div>"
       ],
       "text/plain": [
-       "    latitude longitude altitude Source wind_height\n",
-       "gid                                               \n",
-       "0      49.95       1.5    176.0  PVGIS          10\n",
-       "1      51.95      -9.5    330.0  PVGIS          10\n",
-       "2      51.95      -8.5    137.0  PVGIS          10\n",
-       "3      51.95      -4.5    184.0  PVGIS          10\n",
-       "4      51.95      -3.5    160.0  PVGIS          10\n",
-       "5      51.95      -2.5     86.0  PVGIS          10\n",
-       "6      51.95      -1.5    217.0  PVGIS          10\n",
-       "7      51.95      -0.5     94.0  PVGIS          10\n",
-       "8      51.95       0.5     64.0  PVGIS          10\n",
-       "9      53.95      -9.5    119.0  PVGIS          10\n",
-       "10     53.95      -8.5    129.0  PVGIS          10\n",
-       "11     53.95      -7.5     97.0  PVGIS          10\n",
-       "12     53.95      -6.5     33.0  PVGIS          10\n",
-       "13     53.95      -2.5    136.0  PVGIS          10\n",
-       "14     53.95      -1.5    115.0  PVGIS          10\n",
-       "15     53.95      -0.5     33.0  PVGIS          10\n",
-       "16     55.95      -5.5    205.0  PVGIS          10\n",
-       "17     55.95      -4.5    248.0  PVGIS          10\n",
-       "18     55.95      -3.5    122.0  PVGIS          10\n",
-       "19     55.95      -2.5    150.0  PVGIS          10\n",
-       "20     57.95      -6.5    137.0  PVGIS          10\n",
-       "21     57.95      -4.5     59.0  PVGIS          10"
+       "    latitude longitude altitude Source wind_height\n",
+       "gid                                               \n",
+       "0      49.95       1.5    176.0  PVGIS          10\n",
+       "1      51.95      -9.5    330.0  PVGIS          10\n",
+       "2      51.95      -8.5    137.0  PVGIS          10\n",
+       "3      51.95      -4.5    184.0  PVGIS          10\n",
+       "4      51.95      -3.5    160.0  PVGIS          10\n",
+       "5      51.95      -2.5     86.0  PVGIS          10\n",
+       "6      51.95      -1.5    217.0  PVGIS          10\n",
+       "7      51.95      -0.5     94.0  PVGIS          10\n",
+       "8      51.95       0.5     64.0  PVGIS          10\n",
+       "9      53.95      -9.5    119.0  PVGIS          10\n",
+       "10     53.95      -8.5    129.0  PVGIS          10\n",
+       "11     53.95      -7.5     97.0  PVGIS          10\n",
+       "12     53.95      -6.5     33.0  PVGIS          10\n",
+       "13     53.95      -2.5    136.0  PVGIS          10\n",
+       "14     53.95      -1.5    115.0  PVGIS          10\n",
+       "15     53.95      -0.5     33.0  PVGIS          10\n",
+       "16     55.95      -5.5    205.0  PVGIS          10\n",
+       "17     55.95      -4.5    248.0  PVGIS          10\n",
+       "18     55.95      -3.5    122.0  PVGIS          10\n",
+       "19     55.95      -2.5    150.0  PVGIS          10\n",
+       "20     57.95      -6.5    137.0  PVGIS          10\n",
+       "21     57.95      -4.5     59.0  PVGIS          10"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "geo_meta"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Geospatial Calculations from Locally Stored Data\n",
+    "\n",
+    "As shown above we can load from our `zarr` store and treat it like any other geospatial data in `pvdeg`.\n",
+    "\n",
+    "For demonstration we can run the analysis below to estimate effective standoff height and operating temperatures for the provided data. It may look like the `geo_res` contains empty results but that is because we did not have input data for all of the points in the input grid (think of this as a 2D plane formed between the latitude and longitude axes). Clicking on the stack of three circles in the bottom cell will expand the datavariable (like an attribute of the multidimensional array structure) and show the results.\n",
+    "\n",
+    "Additionally, we can interpolate and plot the results."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "func=pvdeg.standards.standoff\n",
+    "\n",
+    "template = pvdeg.geospatial.auto_template(\n",
+    "    func=func,\n",
+    "    ds_gids=geo_weather\n",
+    ")\n",
+    "\n",
+    "geo_res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=func,\n",
+    "    template=template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_res"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This plot lacks information on the area and does not include some political boundary lines. For more information on plotting look at the `Scenario - Non-uniform Mountain Downselect.ipynb` tutorial in the tutorials and tools folder."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis_land(geo_res, data_var='T98_0', method=\"nearest\", resolution=10j)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Growing Our Living Store\n",
+    "\n",
+    "What if we want to download more points from Europe? We can keep our old download in the store and shelve it to look at northern Europe.\n",
+    "\n",
+    "We will start by generating a range of points that cover Europe."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lon_EU = np.arange(-25.0, 51.0, 1)  # Adjusted for EU longitudes\n",
+    "lat_EU = np.arange(34.0, 73.0, 2)    # Adjusted for EU latitudes\n",
+    "\n",
+    "# Create meshgrid for EU\n",
+    "lon_grid_EU, lat_grid_EU = np.meshgrid(lon_EU, lat_EU)\n",
+    "\n",
+    "# Check land coverage in the EU\n",
+    "land_EU = globe.is_land(lat_grid_EU, lon_grid_EU)\n",
+    "\n",
+    "# Extract land coordinates in the EU\n",
+    "lon_land_EU = lon_grid_EU[land_EU]\n",
+    "lat_land_EU = lat_grid_EU[land_EU]\n",
+    "\n",
+    "# Define the Scan grid ranges\n",
+    "lon_Scan = np.arange(-10.5, 31.6, 0.3)\n",
+    "lat_Scan = np.arange(60, 71.2, 0.3)\n",
+    "lon_grid_Scan, lat_grid_Scan = np.meshgrid(lon_Scan, lat_Scan)\n",
+    "land_Scan = globe.is_land(lat_grid_Scan, lon_grid_Scan)\n",
+    "\n",
+    "lon_land_Scan = lon_grid_Scan[land_Scan]\n",
+    "lat_land_Scan = lat_grid_Scan[land_Scan]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x238c4ac17c0>"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scatter(lon_land_EU, lat_land_EU, c='r', s=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "w, m, failed_gids = pvdeg.weather.weather_distributed(database=\"PVGIS\", coords=[(lat_land_EU[0], lon_land_EU[0])])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "adding to store\n",
+      "opening store\n",
+      "add entry to dataset\n",
+      "dataset saved to zarr store at C:\\Users\\tford\\PVDeg-Meteorological\n"
+     ]
+    }
+   ],
+   "source": [
+    "pvdeg.store.store(weather_ds=w, meta_df=m)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_weather, loaded_meta = pvdeg.store.get(group=\"PVGIS-1hr\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>altitude</th>\n",
+       "      <th>Source</th>\n",
+       "      <th>wind_height</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>gid</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>49.95</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>0.5</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-7.5</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-5.5</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>34.0</td>\n",
+       "      <td>-6.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    latitude longitude altitude Source wind_height\n",
+       "gid                                               \n",
+       "0      49.95       1.5    176.0  PVGIS          10\n",
+       "1      51.95      -9.5    330.0  PVGIS          10\n",
+       "2      51.95      -8.5    137.0  PVGIS          10\n",
+       "3      51.95      -4.5    184.0  PVGIS          10\n",
+       "4      51.95      -3.5    160.0  PVGIS          10\n",
+       "5      51.95      -2.5     86.0  PVGIS          10\n",
+       "6      51.95      -1.5    217.0  PVGIS          10\n",
+       "7      51.95      -0.5     94.0  PVGIS          10\n",
+       "8      51.95       0.5     64.0  PVGIS          10\n",
+       "9      53.95      -9.5    119.0  PVGIS          10\n",
+       "10     53.95      -8.5    129.0  PVGIS          10\n",
+       "11     53.95      -7.5     97.0  PVGIS          10\n",
+       "12     53.95      -6.5     33.0  PVGIS          10\n",
+       "13     53.95      -2.5    136.0  PVGIS          10\n",
+       "14     53.95      -1.5    115.0  PVGIS          10\n",
+       "15     53.95      -0.5     33.0  PVGIS          10\n",
+       "16     55.95      -5.5    205.0  PVGIS          10\n",
+       "17     55.95      -4.5    248.0  PVGIS          10\n",
+       "18     55.95      -3.5    122.0  PVGIS          10\n",
+       "19     55.95      -2.5    150.0  PVGIS          10\n",
+       "20     57.95      -6.5    137.0  PVGIS          10\n",
+       "21     57.95      -4.5     59.0  PVGIS          10\n",
+       "22      34.0      -6.0    277.0  PVGIS          10"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "loaded_meta"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "<defs>\n",
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+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
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+       " */\n",
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+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
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+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
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+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
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+       ".xr-section-inline-details {\n",
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+       "  margin-bottom: 5px;\n",
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+       "\n",
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+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
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+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
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+       "}\n",
+       "\n",
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+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
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+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
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+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
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+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
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+       "  padding-right: 5px;\n",
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+       "\n",
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+       "}\n",
+       "\n",
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+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
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+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 15MB\n",
+       "Dimensions:            (gid: 23, time: 8760)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
+       "    IR(h)              (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dhi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dni                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    ghi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    pressure           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    temp_air           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-11401101-ed40-4ba7-a5f6-2744e9edeb4d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-11401101-ed40-4ba7-a5f6-2744e9edeb4d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 23</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-4099c0ac-e820-4f2e-b019-5afca15cd950' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4099c0ac-e820-4f2e-b019-5afca15cd950' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 17 18 19 20 21 22</div><input id='attrs-b13d03e4-9b7d-47b2-b354-5c57840aaacc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b13d03e4-9b7d-47b2-b354-5c57840aaacc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ac90248-d3d5-425b-8140-95b4a6ebaa75' class='xr-var-data-in' type='checkbox'><label for='data-8ac90248-d3d5-425b-8140-95b4a6ebaa75' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21, 22])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-e88b4d2c-e09b-4ad6-b252-7c6528efe3fb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e88b4d2c-e09b-4ad6-b252-7c6528efe3fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8b54306-5c05-490a-b364-4b844d702cc2' class='xr-var-data-in' type='checkbox'><label for='data-a8b54306-5c05-490a-b364-4b844d702cc2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d10f760f-57c5-42e2-8e51-e1d921f42969' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d10f760f-57c5-42e2-8e51-e1d921f42969' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-eefecf5a-14ed-4d06-a2ca-92bf558afe35' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-eefecf5a-14ed-4d06-a2ca-92bf558afe35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e0410ba-d40e-4a42-a10c-e6036c87b83b' class='xr-var-data-in' type='checkbox'><label for='data-5e0410ba-d40e-4a42-a10c-e6036c87b83b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-1abb8467-526f-4352-a9b1-fa31b115b67e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1abb8467-526f-4352-a9b1-fa31b115b67e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13cb4b73-1909-4daa-9807-147d586194ed' class='xr-var-data-in' type='checkbox'><label for='data-13cb4b73-1909-4daa-9807-147d586194ed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-aea90235-a6ba-4d76-8ee7-13a08fc58d8b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-aea90235-a6ba-4d76-8ee7-13a08fc58d8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-89fafb02-b001-4efc-abb7-172f707de0da' class='xr-var-data-in' type='checkbox'><label for='data-89fafb02-b001-4efc-abb7-172f707de0da' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-19770c79-5001-49f3-897f-6a4345e44b70' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-19770c79-5001-49f3-897f-6a4345e44b70' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8fde568a-083c-4505-ab12-1d9b5342b40b' class='xr-var-data-in' type='checkbox'><label for='data-8fde568a-083c-4505-ab12-1d9b5342b40b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-dcc4c29b-3e5c-4031-9c94-ae1d2a0f43cb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dcc4c29b-3e5c-4031-9c94-ae1d2a0f43cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0f0adff6-a975-4679-bba3-ae7f5bed3d23' class='xr-var-data-in' type='checkbox'><label for='data-0f0adff6-a975-4679-bba3-ae7f5bed3d23' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-051978be-adda-4f80-a6cd-ff0cead5e66b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-051978be-adda-4f80-a6cd-ff0cead5e66b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1866e32b-8dcf-4a27-a55b-ea9a848e958b' class='xr-var-data-in' type='checkbox'><label for='data-1866e32b-8dcf-4a27-a55b-ea9a848e958b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-45eacff5-0e04-4a68-a509-59cbfc6193b8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45eacff5-0e04-4a68-a509-59cbfc6193b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c747da1-0994-454b-b732-732b7541a482' class='xr-var-data-in' type='checkbox'><label for='data-7c747da1-0994-454b-b732-732b7541a482' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-d1c6f055-e6ed-4477-907b-66f2af6d97f0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d1c6f055-e6ed-4477-907b-66f2af6d97f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d003dbb0-2679-4a40-b992-2c111ac33401' class='xr-var-data-in' type='checkbox'><label for='data-d003dbb0-2679-4a40-b992-2c111ac33401' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-feb86774-55bf-4136-8d6c-275807779959' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-feb86774-55bf-4136-8d6c-275807779959' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c351409e-6ff1-420e-9a71-5460529fdab7' class='xr-var-data-in' type='checkbox'><label for='data-c351409e-6ff1-420e-9a71-5460529fdab7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-237dbf59-ad4b-4a35-9b92-0e4c97bce4d3' class='xr-section-summary-in' type='checkbox'  ><label for='section-237dbf59-ad4b-4a35-9b92-0e4c97bce4d3' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ed4dd1f4-a73a-47b3-ab54-36d512b69b62' class='xr-index-data-in' type='checkbox'/><label for='index-ed4dd1f4-a73a-47b3-ab54-36d512b69b62' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21, 22],\n",
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a28a42f1-2905-4103-9682-ec3926a6f70e' class='xr-index-data-in' type='checkbox'/><label for='index-a28a42f1-2905-4103-9682-ec3926a6f70e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c31e1836-e2e4-484a-bf3a-a75a54a56aca' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c31e1836-e2e4-484a-bf3a-a75a54a56aca' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 15MB\n",
+       "Dimensions:            (gid: 23, time: 8760)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
+       "    IR(h)              (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dhi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dni                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    ghi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    pressure           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    temp_air           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "loaded_weather"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [
+    {
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 701kB\n",
+       "Dimensions:            (time: 8760)\n",
+       "Coordinates:\n",
+       "    gid                int32 4B 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
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+       "    dhi                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
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+       "    pressure           (time) float64 70kB 9.939e+04 9.939e+04 ... 9.868e+04\n",
+       "    relative_humidity  (time) float64 70kB 81.69 82.97 84.25 ... 79.12 80.4\n",
+       "    temp_air           (time) float64 70kB 8.03 7.1 6.17 5.23 ... 10.84 9.9 8.97\n",
+       "    wind_direction     (time) float64 70kB 165.0 164.0 163.0 ... 239.0 238.0\n",
+       "    wind_speed         (time) float64 70kB 3.02 2.75 2.47 2.2 ... 3.84 3.57 3.3</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-8692cad9-f7a3-4589-9153-fd8c1737f48b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8692cad9-f7a3-4589-9153-fd8c1737f48b' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-8b2d674c-6d35-4144-b679-692d6d92b69b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8b2d674c-6d35-4144-b679-692d6d92b69b' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>gid</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>22</div><input id='attrs-10a5c1a2-cfdf-46bb-8fb0-745b1d681607' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-10a5c1a2-cfdf-46bb-8fb0-745b1d681607' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8f773092-ae87-44db-861f-0422dea0e753' class='xr-var-data-in' type='checkbox'><label for='data-8f773092-ae87-44db-861f-0422dea0e753' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(22)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-5359db02-0a4b-4244-8ce9-8f464a397c17' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5359db02-0a4b-4244-8ce9-8f464a397c17' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e76fe34-beb5-4343-9fc5-ca261867389a' class='xr-var-data-in' type='checkbox'><label for='data-0e76fe34-beb5-4343-9fc5-ca261867389a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9b7338d0-7cfc-490d-8616-94508390ae0e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9b7338d0-7cfc-490d-8616-94508390ae0e' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>290.6 286.7 282.9 ... 298.3 294.4</div><input id='attrs-a1e9cd39-4234-465b-a6d2-aab89bfb5413' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a1e9cd39-4234-465b-a6d2-aab89bfb5413' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4c5f8707-bde1-4b79-a183-c0b8772a80a2' class='xr-var-data-in' type='checkbox'><label for='data-4c5f8707-bde1-4b79-a183-c0b8772a80a2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([290.56, 286.72, 282.87, ..., 302.11, 298.26, 294.41])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-c38d7d4c-d193-4980-9be4-77c98201a415' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c38d7d4c-d193-4980-9be4-77c98201a415' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52baa9ba-f79b-4754-a862-7df18a786f51' class='xr-var-data-in' type='checkbox'><label for='data-52baa9ba-f79b-4754-a862-7df18a786f51' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., ..., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-7d09f86b-65fb-40bf-80da-ed08c935e6cf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7d09f86b-65fb-40bf-80da-ed08c935e6cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8201d030-6a98-4a7c-b515-0e1d08551f38' class='xr-var-data-in' type='checkbox'><label for='data-8201d030-6a98-4a7c-b515-0e1d08551f38' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., ..., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-d84d3452-4dee-4a5a-8ecc-d631dbce0688' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d84d3452-4dee-4a5a-8ecc-d631dbce0688' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c5ca54cd-f36b-44ef-8fc1-50b9bfcbc600' class='xr-var-data-in' type='checkbox'><label for='data-c5ca54cd-f36b-44ef-8fc1-50b9bfcbc600' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., ..., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.939e+04 9.939e+04 ... 9.868e+04</div><input id='attrs-c123a61b-7756-4af5-83eb-5fac93c5ef5e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c123a61b-7756-4af5-83eb-5fac93c5ef5e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3323ea4e-327b-41f4-90cc-62c66137fe1f' class='xr-var-data-in' type='checkbox'><label for='data-3323ea4e-327b-41f4-90cc-62c66137fe1f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([99391., 99391., 99401., ..., 98636., 98665., 98675.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>81.69 82.97 84.25 ... 79.12 80.4</div><input id='attrs-914e8ccb-7877-453d-8b88-d9a260e90426' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-914e8ccb-7877-453d-8b88-d9a260e90426' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2076babf-d416-46da-ba46-99cf9e6428d1' class='xr-var-data-in' type='checkbox'><label for='data-2076babf-d416-46da-ba46-99cf9e6428d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([81.69, 82.97, 84.25, ..., 77.83, 79.12, 80.4 ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>8.03 7.1 6.17 ... 10.84 9.9 8.97</div><input id='attrs-55641c02-0b5b-45ab-ad2a-3ee9e0ce8094' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-55641c02-0b5b-45ab-ad2a-3ee9e0ce8094' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b9d376cc-0b51-49b0-b51e-5f207b0a3979' class='xr-var-data-in' type='checkbox'><label for='data-b9d376cc-0b51-49b0-b51e-5f207b0a3979' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 8.03,  7.1 ,  6.17, ..., 10.84,  9.9 ,  8.97])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>165.0 164.0 163.0 ... 239.0 238.0</div><input id='attrs-45ed5849-d798-47c5-a153-5b32c0764509' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45ed5849-d798-47c5-a153-5b32c0764509' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c131c1e9-a91c-4139-90f6-ed48890d7b92' class='xr-var-data-in' type='checkbox'><label for='data-c131c1e9-a91c-4139-90f6-ed48890d7b92' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([165., 164., 163., ..., 242., 239., 238.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.02 2.75 2.47 ... 3.84 3.57 3.3</div><input id='attrs-61478abd-7238-4c41-a721-c9863c4042a1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-61478abd-7238-4c41-a721-c9863c4042a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7cf2d33-d2ca-45f1-a4a7-0d168e91c190' class='xr-var-data-in' type='checkbox'><label for='data-b7cf2d33-d2ca-45f1-a4a7-0d168e91c190' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([3.02, 2.75, 2.47, ..., 3.84, 3.57, 3.3 ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a690d118-8b0a-4eda-a7ff-221d884b1e17' class='xr-section-summary-in' type='checkbox'  ><label for='section-a690d118-8b0a-4eda-a7ff-221d884b1e17' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-98f2c5c7-3e2d-47d8-8943-b54061b54d77' class='xr-index-data-in' type='checkbox'/><label for='index-98f2c5c7-3e2d-47d8-8943-b54061b54d77' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d6222d0f-2a3e-4f45-b05f-9f91c06a0bd0' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d6222d0f-2a3e-4f45-b05f-9f91c06a0bd0' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 701kB\n",
+       "Dimensions:            (time: 8760)\n",
+       "Coordinates:\n",
+       "    gid                int32 4B 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
+       "    IR(h)              (time) float64 70kB 290.6 286.7 282.9 ... 298.3 294.4\n",
+       "    dhi                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
+       "    dni                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
+       "    ghi                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
+       "    pressure           (time) float64 70kB 9.939e+04 9.939e+04 ... 9.868e+04\n",
+       "    relative_humidity  (time) float64 70kB 81.69 82.97 84.25 ... 79.12 80.4\n",
+       "    temp_air           (time) float64 70kB 8.03 7.1 6.17 5.23 ... 10.84 9.9 8.97\n",
+       "    wind_direction     (time) float64 70kB 165.0 164.0 163.0 ... 239.0 238.0\n",
+       "    wind_speed         (time) float64 70kB 3.02 2.75 2.47 2.2 ... 3.84 3.57 3.3"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 17,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "geo_meta"
+    "loaded_weather.sel(gid=22).compute()"
    ]
   },
   {
-   "cell_type": "markdown",
+   "cell_type": "code",
+   "execution_count": 18,
    "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x238c3c05b20>]"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
-    "## Geospatial Calculations from Locally Stored Data\n",
-    "\n",
-    "As shown above we can load from our `zarr` store and treat it like any other geospatial data in `pvdeg`.\n",
-    "\n",
-    "For demonstration we can run the analysis below to estimate effective standoff height and operating temperatures for the provided data. It may look like the `geo_res` contains empty results but that is because we did not have input data for all of the points in the input grid (think of this as a 2D plane formed between the latitude and longitude axes). Clicking on the stack of three circles in the bottom cell will expand the datavariable (like an attribute of the multidimensional array structure) and show the results.\n",
+    "import matplotlib.pyplot as plt\n",
     "\n",
-    "Additionally, we can interpolate and plot the results."
+    "plt.plot(loaded_weather.sel(gid=0).dhi)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 19,
    "metadata": {},
    "outputs": [],
    "source": [
-    "func=pvdeg.standards.standoff\n",
-    "\n",
-    "template = pvdeg.geospatial.auto_template(\n",
-    "    func=func,\n",
-    "    ds_gids=geo_weather\n",
-    ")\n",
-    "\n",
-    "geo_res = pvdeg.geospatial.analysis(\n",
-    "    weather_ds=geo_weather,\n",
-    "    meta_df=geo_meta,\n",
-    "    func=func,\n",
-    "    template=template\n",
-    ")"
+    "wet, met = pvdeg.store.get(\"PVGIS-1hr\")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 20,
    "metadata": {},
    "outputs": [
     {
@@ -2052,369 +2975,1081 @@
        "  display: contents;\n",
        "}\n",
        "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
        "}\n",
        "\n",
-       ".xr-array-wrap > label {\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
        "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
        "}\n",
        "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
        "}\n",
        "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
+       ".xr-attrs dd {\n",
        "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
        "}\n",
        "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
        "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
        "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 15MB\n",
+       "Dimensions:            (gid: 23, time: 8760)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
+       "    IR(h)              (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dhi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dni                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    ghi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    pressure           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    temp_air           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c5628d3b-c476-49c6-8336-054cd08eb8b5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c5628d3b-c476-49c6-8336-054cd08eb8b5' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 23</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-4ace8398-99dc-46cf-8e3d-c799f7952f00' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4ace8398-99dc-46cf-8e3d-c799f7952f00' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 17 18 19 20 21 22</div><input id='attrs-ba45a978-c719-4d79-a485-b66adba20624' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ba45a978-c719-4d79-a485-b66adba20624' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-46d34a92-c909-4165-a5b5-016e44fddf65' class='xr-var-data-in' type='checkbox'><label for='data-46d34a92-c909-4165-a5b5-016e44fddf65' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21, 22])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-84c72ac3-9b6d-41eb-afb7-d4d9cc3a307b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-84c72ac3-9b6d-41eb-afb7-d4d9cc3a307b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a83fd21c-5d2a-493e-b792-f6e559ceffe0' class='xr-var-data-in' type='checkbox'><label for='data-a83fd21c-5d2a-493e-b792-f6e559ceffe0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3623841a-999c-4a18-b400-f01c3d66f43d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3623841a-999c-4a18-b400-f01c3d66f43d' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-b8607aed-25d8-460e-b384-d4828947665e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b8607aed-25d8-460e-b384-d4828947665e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c00fd1bb-a26a-4d83-91e0-63b9028fbccc' class='xr-var-data-in' type='checkbox'><label for='data-c00fd1bb-a26a-4d83-91e0-63b9028fbccc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
        "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-761fd84d-4d85-48d1-9663-5933987dd989' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-761fd84d-4d85-48d1-9663-5933987dd989' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fec3a12b-8205-424f-914b-ab6660e0372c' class='xr-var-data-in' type='checkbox'><label for='data-fec3a12b-8205-424f-914b-ab6660e0372c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-8fc1b35c-b62a-45fa-b123-5cafd67f3eae' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8fc1b35c-b62a-45fa-b123-5cafd67f3eae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3829d172-4703-453d-bd50-be40803787d0' class='xr-var-data-in' type='checkbox'><label for='data-3829d172-4703-453d-bd50-be40803787d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-f5c6f0d9-6b1a-46f3-905e-b62f1c795cbe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f5c6f0d9-6b1a-46f3-905e-b62f1c795cbe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e95a9a7-9daa-48b5-8047-b24843c01de1' class='xr-var-data-in' type='checkbox'><label for='data-0e95a9a7-9daa-48b5-8047-b24843c01de1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
        "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-e82a6e98-54e2-4b66-aa19-ccf6480f35e2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e82a6e98-54e2-4b66-aa19-ccf6480f35e2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-18ba6094-b35a-4e80-8920-8ac64dc3733b' class='xr-var-data-in' type='checkbox'><label for='data-18ba6094-b35a-4e80-8920-8ac64dc3733b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
        "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-4ad40ae3-a727-48e7-aeb9-988b108add48' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4ad40ae3-a727-48e7-aeb9-988b108add48' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d040f925-3a69-411f-9352-f62df0b9b922' class='xr-var-data-in' type='checkbox'><label for='data-d040f925-3a69-411f-9352-f62df0b9b922' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
        "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-cf67ed74-ad62-4f94-adfe-e58b63c7f248' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cf67ed74-ad62-4f94-adfe-e58b63c7f248' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a710323a-c61b-4cc6-89f5-29494b49a7ff' class='xr-var-data-in' type='checkbox'><label for='data-a710323a-c61b-4cc6-89f5-29494b49a7ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-a7d93118-82c2-4cf6-b17f-9d4393ee14ee' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a7d93118-82c2-4cf6-b17f-9d4393ee14ee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d48f6d8-6472-4a47-8aea-3eedec0c5236' class='xr-var-data-in' type='checkbox'><label for='data-7d48f6d8-6472-4a47-8aea-3eedec0c5236' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
        "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-45f308e2-9f4e-43d3-8433-6137b568eb3c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45f308e2-9f4e-43d3-8433-6137b568eb3c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a0320b21-8660-461d-beac-b8f308518c42' class='xr-var-data-in' type='checkbox'><label for='data-a0320b21-8660-461d-beac-b8f308518c42' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
        "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
        "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2kB\n",
-       "Dimensions:    (latitude: 5, longitude: 12)\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-dc9da21b-6f2a-459e-bc26-fa6f45929df4' class='xr-section-summary-in' type='checkbox'  ><label for='section-dc9da21b-6f2a-459e-bc26-fa6f45929df4' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-989a4eac-c5ed-449f-9850-ed09738058a9' class='xr-index-data-in' type='checkbox'/><label for='index-989a4eac-c5ed-449f-9850-ed09738058a9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21, 22],\n",
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-58b5efe1-3d42-4742-a3e4-a1d6883b5443' class='xr-index-data-in' type='checkbox'/><label for='index-58b5efe1-3d42-4742-a3e4-a1d6883b5443' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f0e48fd2-3a09-469d-94f0-bbb53c760bd7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f0e48fd2-3a09-469d-94f0-bbb53c760bd7' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 15MB\n",
+       "Dimensions:            (gid: 23, time: 8760)\n",
        "Coordinates:\n",
-       "  * latitude   (latitude) float64 40B 49.95 51.95 53.95 55.95 57.95\n",
-       "  * longitude  (longitude) float64 96B -9.5 -8.5 -7.5 -6.5 ... -1.5 -0.5 0.5 1.5\n",
+       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
        "Data variables:\n",
-       "    T98_0      (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
-       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
-       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-423ec50c-6705-4f6d-ad5c-15c8574935b6' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-423ec50c-6705-4f6d-ad5c-15c8574935b6' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 5</li><li><span class='xr-has-index'>longitude</span>: 12</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-30d2e0c6-47ae-4633-81cb-fc43a5ba5ad4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-30d2e0c6-47ae-4633-81cb-fc43a5ba5ad4' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>49.95 51.95 53.95 55.95 57.95</div><input id='attrs-cec6083f-3110-40e2-a821-fb42284e48d3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cec6083f-3110-40e2-a821-fb42284e48d3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9f5cd040-be4e-49e4-aaaf-8566ef3e426f' class='xr-var-data-in' type='checkbox'><label for='data-9f5cd040-be4e-49e4-aaaf-8566ef3e426f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([49.95, 51.95, 53.95, 55.95, 57.95])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.5 -8.5 -7.5 ... -0.5 0.5 1.5</div><input id='attrs-a1e5a849-510a-4d42-b9bd-5d2d6c7eac93' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a1e5a849-510a-4d42-b9bd-5d2d6c7eac93' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ff04f08e-4a6d-48fa-ae78-bbdc2097bc26' class='xr-var-data-in' type='checkbox'><label for='data-ff04f08e-4a6d-48fa-ae78-bbdc2097bc26' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5,  0.5,  1.5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f15d3582-426f-412b-bf2f-350b3c1b94f2' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f15d3582-426f-412b-bf2f-350b3c1b94f2' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-36fa5aac-94f7-4441-a85a-9bc6e0d4a29d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-36fa5aac-94f7-4441-a85a-9bc6e0d4a29d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99bae0df-5b46-4013-8f86-6bb42eeefca6' class='xr-var-data-in' type='checkbox'><label for='data-99bae0df-5b46-4013-8f86-6bb42eeefca6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan, 60.95253061],\n",
-       "       [56.59512555, 53.07034099,         nan,         nan,         nan,\n",
-       "        53.20526103, 60.83555564, 59.5257354 , 57.95346809, 57.18719914,\n",
-       "        54.21177014,         nan],\n",
-       "       [51.0985667 , 48.68402644, 51.01251063, 53.88405413,         nan,\n",
-       "                nan,         nan, 53.63165841, 56.10903587, 56.31863402,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan, 45.97509778,\n",
-       "        50.89323047, 53.94845641, 50.27927675,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan, 50.39325135,         nan,\n",
-       "        51.69074735,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-7ab38983-c07f-43b2-ba2f-fe6d51b53c59' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7ab38983-c07f-43b2-ba2f-fe6d51b53c59' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa85e6c4-82ea-42c8-909f-5f1c6031bc6b' class='xr-var-data-in' type='checkbox'><label for='data-fa85e6c4-82ea-42c8-909f-5f1c6031bc6b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan,\n",
-       "                nan, 39.30022792],\n",
-       "       [36.32938828, 33.34724832,         nan,         nan,         nan,\n",
-       "        34.23649626, 38.69478788, 38.96587081, 38.75905819, 37.49147734,\n",
-       "        35.60277   ,         nan],\n",
-       "       [32.94332711, 31.10865383, 31.97285777, 34.64610402,         nan,\n",
-       "                nan,         nan, 33.34225445, 35.79763983, 36.51414057,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan, 27.86259826,\n",
-       "        32.34353167, 34.0867343 , 30.60700131,         nan,         nan,\n",
-       "                nan,         nan],\n",
-       "       [        nan,         nan,         nan, 30.66841491,         nan,\n",
-       "        32.36587173,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-7466c1b3-34ba-4925-8b8e-a49b7e7be51e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7466c1b3-34ba-4925-8b8e-a49b7e7be51e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-09b03d23-a609-4c59-a636-66b27a9656ac' class='xr-var-data-in' type='checkbox'><label for='data-09b03d23-a609-4c59-a636-66b27a9656ac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,  0.],\n",
-       "       [ 0.,  0., nan, nan, nan,  0.,  0.,  0.,  0.,  0.,  0., nan],\n",
-       "       [ 0.,  0.,  0.,  0., nan, nan, nan,  0.,  0.,  0., nan, nan],\n",
-       "       [nan, nan, nan, nan,  0.,  0.,  0.,  0., nan, nan, nan, nan],\n",
-       "       [nan, nan, nan,  0., nan,  0., nan, nan, nan, nan, nan, nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4fcc086f-171c-4110-9cde-a4fe892eb2d0' class='xr-section-summary-in' type='checkbox'  ><label for='section-4fcc086f-171c-4110-9cde-a4fe892eb2d0' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-09ca9390-e870-4d2b-98ad-df206d16ba1b' class='xr-index-data-in' type='checkbox'/><label for='index-09ca9390-e870-4d2b-98ad-df206d16ba1b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([49.95, 51.95, 53.95, 55.95, 57.95], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-9ef61167-e933-48eb-a445-7cbaa8961343' class='xr-index-data-in' type='checkbox'/><label for='index-9ef61167-e933-48eb-a445-7cbaa8961343' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5], dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4a9154fe-0204-4a20-92f5-4f7ec2306b16' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4a9154fe-0204-4a20-92f5-4f7ec2306b16' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "    IR(h)              (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dhi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dni                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    ghi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    pressure           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    temp_air           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "wet"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>altitude</th>\n",
+       "      <th>Source</th>\n",
+       "      <th>wind_height</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>gid</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>49.95</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>0.5</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-7.5</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-5.5</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>34.0</td>\n",
+       "      <td>-6.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
       ],
       "text/plain": [
-       "<xarray.Dataset> Size: 2kB\n",
-       "Dimensions:    (latitude: 5, longitude: 12)\n",
-       "Coordinates:\n",
-       "  * latitude   (latitude) float64 40B 49.95 51.95 53.95 55.95 57.95\n",
-       "  * longitude  (longitude) float64 96B -9.5 -8.5 -7.5 -6.5 ... -1.5 -0.5 0.5 1.5\n",
-       "Data variables:\n",
-       "    T98_0      (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
-       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
-       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "geo_res"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "This plot lacks information on the area and does not include some political boundary lines. For more information on plotting look at the `Scenario - Non-uniform Mountain Downselect.ipynb` tutorial in the tutorials and tools folder."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(<Figure size 1000x800 with 2 Axes>, <GeoAxes: >)"
+       "    latitude longitude altitude Source wind_height\n",
+       "gid                                               \n",
+       "0      49.95       1.5    176.0  PVGIS          10\n",
+       "1      51.95      -9.5    330.0  PVGIS          10\n",
+       "2      51.95      -8.5    137.0  PVGIS          10\n",
+       "3      51.95      -4.5    184.0  PVGIS          10\n",
+       "4      51.95      -3.5    160.0  PVGIS          10\n",
+       "5      51.95      -2.5     86.0  PVGIS          10\n",
+       "6      51.95      -1.5    217.0  PVGIS          10\n",
+       "7      51.95      -0.5     94.0  PVGIS          10\n",
+       "8      51.95       0.5     64.0  PVGIS          10\n",
+       "9      53.95      -9.5    119.0  PVGIS          10\n",
+       "10     53.95      -8.5    129.0  PVGIS          10\n",
+       "11     53.95      -7.5     97.0  PVGIS          10\n",
+       "12     53.95      -6.5     33.0  PVGIS          10\n",
+       "13     53.95      -2.5    136.0  PVGIS          10\n",
+       "14     53.95      -1.5    115.0  PVGIS          10\n",
+       "15     53.95      -0.5     33.0  PVGIS          10\n",
+       "16     55.95      -5.5    205.0  PVGIS          10\n",
+       "17     55.95      -4.5    248.0  PVGIS          10\n",
+       "18     55.95      -3.5    122.0  PVGIS          10\n",
+       "19     55.95      -2.5    150.0  PVGIS          10\n",
+       "20     57.95      -6.5    137.0  PVGIS          10\n",
+       "21     57.95      -4.5     59.0  PVGIS          10\n",
+       "22      34.0      -6.0    277.0  PVGIS          10"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 21,
      "metadata": {},
      "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1000x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
     }
    ],
    "source": [
-    "pvdeg.geospatial.plot_sparse_analysis_land(geo_res, data_var='T98_0', method=\"linear\")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Growing Our Living Store\n",
-    "\n",
-    "What if we want to download more points from Europe? We can keep our old download in the store and shelve it to look at northern Europe.\n",
-    "\n",
-    "We will start by generating a range of points that cover Europe."
+    "loaded_meta"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 26,
    "metadata": {},
    "outputs": [],
    "source": [
-    "lon_EU = np.arange(-25.0, 51.0, 1)  # Adjusted for EU longitudes\n",
-    "lat_EU = np.arange(34.0, 73.0, 2)    # Adjusted for EU latitudes\n",
-    "\n",
-    "# Create meshgrid for EU\n",
-    "lon_grid_EU, lat_grid_EU = np.meshgrid(lon_EU, lat_EU)\n",
-    "\n",
-    "# Check land coverage in the EU\n",
-    "land_EU = globe.is_land(lat_grid_EU, lon_grid_EU)\n",
-    "\n",
-    "# Extract land coordinates in the EU\n",
-    "lon_land_EU = lon_grid_EU[land_EU]\n",
-    "lat_land_EU = lat_grid_EU[land_EU]\n",
+    "func=pvdeg.standards.standoff\n",
     "\n",
-    "# Define the Scan grid ranges\n",
-    "lon_Scan = np.arange(-10.5, 31.6, 0.3)\n",
-    "lat_Scan = np.arange(60, 71.2, 0.3)\n",
-    "lon_grid_Scan, lat_grid_Scan = np.meshgrid(lon_Scan, lat_Scan)\n",
-    "land_Scan = globe.is_land(lat_grid_Scan, lon_grid_Scan)\n",
+    "template = pvdeg.geospatial.auto_template(\n",
+    "    func=func,\n",
+    "    ds_gids=loaded_weather\n",
+    ")\n",
     "\n",
-    "lon_land_Scan = lon_grid_Scan[land_Scan]\n",
-    "lat_land_Scan = lat_grid_Scan[land_Scan]"
+    "loaded_geo_res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds=loaded_weather,\n",
+    "    meta_df=loaded_meta,\n",
+    "    func=func,\n",
+    "    template=template\n",
+    ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": 27,
    "metadata": {},
    "outputs": [
     {
      "data": {
       "text/plain": [
-       "<matplotlib.collections.PathCollection at 0x23caacb8400>"
+       "(<Figure size 1000x800 with 2 Axes>, <GeoAxes: >)"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 27,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
+       "<Figure size 1000x800 with 2 Axes>"
       ]
      },
      "metadata": {},
@@ -2422,45 +4057,7 @@
     }
    ],
    "source": [
-    "plt.scatter(lon_land_EU, lat_land_EU, c='r', s=1)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "w, m, failed_gids = pvdeg.weather.weather_distributed(database=\"PVGIS\", coords=[(lat_land_EU[0], lon_land_EU[0])])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 17,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "adding to store\n",
-      "opening store\n",
-      "add entry to dataset\n",
-      "dataset saved to zarr store at C:\\Users\\tford\\PVDeg-Meteorological\n"
-     ]
-    }
-   ],
-   "source": [
-    "pvdeg.store.store(weather_ds=w, meta_df=m)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "loaded_weather, loaded_meta = pvdeg.store.get(group=\"PVGIS-1hr\")"
+    "pvdeg.geospatial.plot_sparse_analysis_land(loaded_geo_res, data_var=\"T98_inf\")"
    ]
   },
   {

From 19f2788b6395d6582476f1e9677561750b9295aa Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Mon, 28 Oct 2024 17:42:14 -0600
Subject: [PATCH 056/109] Weather Docstring UPGRADES

---
 pvdeg/weather.py | 32 ++++++++++++++++++++++++++++----
 1 file changed, 28 insertions(+), 4 deletions(-)

diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index 4917283e..11984b20 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -21,12 +21,12 @@
 def get(database, id=None, geospatial=False, **kwargs):
     """
     Load weather data directly from  NSRDB or through any other PVLIB i/o
-    tools function
+    tools function.
 
-    Parameters:
+    Parameters
     -----------
     database : (str)
-        'NSRDB' or 'PVGIS'
+        'NSRDB' or 'PVGIS'. Use "PSM3" for tmy NSRDB data.
     id : (int or tuple)
         If NSRDB, id is the gid for the desired location. 
         If PVGIS, id is a tuple of (latitude, longitude) for the desired location
@@ -39,12 +39,36 @@ def get(database, id=None, geospatial=False, **kwargs):
         Additional keyword arguments to pass to the get_weather function
         (see pvlib.iotools.get_psm3 for PVGIS, and get_NSRDB for NSRDB)
 
-    Returns:
+    Returns
     --------
     weather_df : (pd.DataFrame)
         DataFrame of weather data
     meta : (dict)
         Dictionary of metadata for the weather data
+
+
+    Example
+    --------
+    Collecting a single site of PSM3 NSRDB data. *Api key and email must be replaced with your personal api key and email*. [Request a key!](https://developer.nrel.gov/signup/)
+
+    .. code-block:: python
+
+        weather_arg = {
+            'api_key': <api_key>,
+            'email': <email>,
+            'names': 'tmy',
+            'attributes': [],
+            'map_variables': True
+        }
+
+        weather_df, meta_dict = pvdeg.weather.get(database="PSM3", id=(25.783388, -80.189029), **weather_arg)
+
+
+    Collecting a single site of PVGIS TMY data
+
+    .. code-block:: python
+
+        weather_df, meta_dict = pvdeg.weather.get(database="PVGIS", id=(49.95, 1.5))
     """
 
     META_MAP = {"elevation": "altitude", "Local Time Zone": "tz"}

From 37f148632711a3260ddd962978a32138a6463f6b Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Mon, 28 Oct 2024 18:20:26 -0600
Subject: [PATCH 057/109] distributed NSRDB skeleton

---
 pvdeg/store.py                       |   58 +-
 pvdeg/weather.py                     |   45 +-
 scripts/load_nsrdb_distributed.ipynb |  517 ++++
 scripts/load_pvgis_distributed.ipynb | 3311 +-------------------------
 4 files changed, 679 insertions(+), 3252 deletions(-)
 create mode 100644 scripts/load_nsrdb_distributed.ipynb

diff --git a/pvdeg/store.py b/pvdeg/store.py
index 790da08c..7875aa2b 100644
--- a/pvdeg/store.py
+++ b/pvdeg/store.py
@@ -6,6 +6,8 @@
 import zarr
 import os
 
+from pvdeg.weather import pvgis_hourly_empty_weather_ds
+
 from pvdeg import METOROLOGICAL_DOWNLOAD_PATH
 
 def get(group):
@@ -134,11 +136,7 @@ def store(weather_ds, meta_df):
                 weather_sheet = combined_ds.sel(gid=slice(gid))
                 updated_entry = weather_sheet.assign_coords({"gid": [new_gid]})
                 updated_entry.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode="a", append_dim="gid")
-
-                # new_entry_added_ds = xr.concat([stored_ds, updated_entry], dim="gid")
-
-                # new_entry_added_ds.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode="a", append_dim="gid")
-                
+               
     print(f"dataset saved to zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
 
 
@@ -240,4 +238,52 @@ def _make_coords_to_gid_da(
 
     points.set_index(latitude="latitude", longitude="longitude")
     
-    return points
\ No newline at end of file
+    return points
+
+def _create_sample_sheet(fill_value, latitude: float=999, longitude: float=999, altitude: float=-1, wind_height: int=-1, Source: str="SampleSheet"):
+    """
+    Create a dummy sample dataset containing weather for one gid. This will be called a sheet, a single location of weather_data from the dataset with the gid coordinate still present.
+
+    The sizes of the dimensions of the sheet will be {"gid": 1, "time": 8760}
+
+    Parameters
+    -----------
+    fill_value: numeric
+        value to populate weather_ds single sheet with
+    latitude: float
+        dummy latitude WSG84
+    longitude: float
+        dummy longitude WSG84
+    altitude: float
+        dummy altitude of measured data [m]
+    wind_height: int
+        dummy height of measure sample dataset's wind measurement
+
+    Returns
+    --------
+    sheet_ds : xr.Dataset
+        Dummy weather data sheet for a single location using a dask array backend. As mentioned above this will look maintain the gid coordinate. 
+    meta_df : pd.DataFrame
+        Dummy metadata for test location in pandas.DataFrame.
+    """
+
+    meta_dict = {
+        'latitude': latitude,
+        'longitude': longitude,
+        'altitude': altitude,
+        'wind_height': wind_height,
+        'Source': Source
+    }
+
+    meta_df = pd.DataFrame(meta_dict, index=[0])
+
+    sheet_ds = pvgis_hourly_empty_weather_ds(gids_size=1)
+
+    dummy_da = da.full(shape=(1,sheet_ds.sizes["time"]), fill_value=fill_value)
+
+    for var in sheet_ds.data_vars:
+
+        dim = sheet_ds[var].dims
+        sheet_ds[var] = (dim, dummy_da)
+
+    return sheet_ds, meta_df
\ No newline at end of file
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index 11984b20..7932c65d 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -975,6 +975,8 @@ def process_pvgis_distributed(weather_df):
 def _weather_distributed_vec(
     database: str, 
     coord: tuple[float], 
+    api_key: str,   # NSRDB api key
+    email: str      # NSRDB developer email
     ): 
     """
     Distributed weather calculation for use with dask futures/delayed
@@ -984,7 +986,13 @@ def _weather_distributed_vec(
     """
         
     try:
-        weather_df, meta_dict = get(database, coord)
+        if (database == "PVGIS"): # does not need api key
+            weather_df, meta_dict = get(database=database, id=coord)
+        elif (database == "PSM3"):
+            weather_df, meta_dict = get(database=database, id=coord, api_key=api_key, email=email)
+        else:
+            raise NotImplementedError(f'database {database} not implemented, options: "PVGIS", "PSM3"')
+
     except Exception as e:
         return None, None, e
 
@@ -1040,10 +1048,17 @@ def pvgis_hourly_empty_weather_ds(gids_size):
 
 # add some check to see if a dask client exists
 # can force user to pass dask client to ensure it exists
-
 # if called without dask client we will return a xr.Dataset 
 # with dask backend that does not appear as if it failed until we compute it
-def weather_distributed(database, coords):
+
+# TODO: implement rate throttling so we do not make too many requests. 
+# TODO: multiple API keys to get around NSRDB key rate limit. 2 key, email pairs means twice the speed ;)
+def weather_distributed(
+    database: str, 
+    coords: list[tuple], 
+    api_key: str = None, 
+    email: str = None
+    ):
     """
     Grab weather using pvgis for all of the following locations using dask for parallelization.
     You must create a dask client with multiple processes before calling this function, otherwise results will not be properly calculated.
@@ -1051,7 +1066,8 @@ def weather_distributed(database, coords):
     PVGIS supports up to 30 requests per second so your dask client should not have more than $x$ workers/threads 
     that would put you over this limit. 
 
-    With eventual NSRDB implementation API keys will be an issue, each key is rate limited.
+    NSRDB (including `database="PSM3"`) is rate limited and your key will face restrictions after making too many requests.
+    See rates [here](https://developer.nrel.gov/docs/solar/nsrdb/guide/).
     
     Parameters
     ---------- 
@@ -1060,14 +1076,23 @@ def weather_distributed(database, coords):
     coords: list[tuple]
         list of tuples containing (latitude, longitude) coordinates
         
-        >>> [
+        .. code-block:: python
+
+            coords_example = [
                 (49.95, 1.5),
                 (51.95, -9.5),
                 (51.95, -8.5),
                 (51.95, -4.5),
-                (51.95, -3.5),
-            ]
+                (51.95, -3.5)]
 
+    api_key: str
+        Only required when making NSRDB requests using "PSM3".
+        [NSRDB developer API key](https://developer.nrel.gov/signup/)
+
+    email: str
+        Only required when making NSRDB requests using "PSM3".
+        [NSRDB developer account email associated with `api_key`](https://developer.nrel.gov/signup/)
+    
     Returns
     --------
     weather_ds : xr.Dataset
@@ -1080,10 +1105,10 @@ def weather_distributed(database, coords):
 
     import dask.delayed
 
-    if (database != "PVGIS"):
-        raise NotImplementedError(f"Only 'PVGIS' is implemented, you entered {database}")
+    if (database != "PVGIS" and database != "PSM3"):
+        raise NotImplementedError(f"Only 'PVGIS' and 'PSM3' are implemented, you entered {database}")
 
-    futures = [dask.delayed(_weather_distributed_vec)("PVGIS", coord) for coord in coords]
+    futures = [dask.delayed(_weather_distributed_vec)(database, coord, api_key, email) for coord in coords]
     results = dask.compute(futures)[0] # values are returned in a list with one entry
 
     # what is the difference between these two approaches for dask distributed work, how can we schedule differently
diff --git a/scripts/load_nsrdb_distributed.ipynb b/scripts/load_nsrdb_distributed.ipynb
new file mode 100644
index 00000000..b959886e
--- /dev/null
+++ b/scripts/load_nsrdb_distributed.ipynb
@@ -0,0 +1,517 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "import os\n",
+    "from dotenv import load_dotenv"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "load_dotenv()\n",
+    "\n",
+    "api_key = os.getenv(\"API_KEY\")\n",
+    "email = os.getenv(\"EMAIL\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "coords = [\n",
+    "    (25.783388, -80.189029),\n",
+    "    (24.783388, -80.189029),\n",
+    "]\n",
+    "\n",
+    "geo_weather, geo_meta, failed = pvdeg.weather.weather_distributed(database=\"PSM3\", coords=coords, api_key=api_key, email=email)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 701kB\n",
+       "Dimensions:            (time: 8760)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "    gid                int32 4B 0\n",
+       "Data variables:\n",
+       "    temp_air           (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    relative_humidity  (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    ghi                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    dni                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    dhi                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    IR(h)              (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    wind_speed         (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    wind_direction     (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    pressure           (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7e1bc2eb-74e3-4995-b124-606a07fa1f88' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7e1bc2eb-74e3-4995-b124-606a07fa1f88' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-df984e6c-290b-4168-8b1d-4cb9677c2a14' class='xr-section-summary-in' type='checkbox'  checked><label for='section-df984e6c-290b-4168-8b1d-4cb9677c2a14' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-6d7b7151-eb92-41b0-964e-4f17c800119f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6d7b7151-eb92-41b0-964e-4f17c800119f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d0090c9d-c79b-4067-9ca9-ec1c97eadf70' class='xr-var-data-in' type='checkbox'><label for='data-d0090c9d-c79b-4067-9ca9-ec1c97eadf70' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gid</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-a6195c88-d004-4611-bc28-4966ab2dede9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a6195c88-d004-4611-bc28-4966ab2dede9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cca22424-92b5-4801-9659-6448dc45729a' class='xr-var-data-in' type='checkbox'><label for='data-cca22424-92b5-4801-9659-6448dc45729a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6e4e173f-3755-410e-a53d-7188341671df' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6e4e173f-3755-410e-a53d-7188341671df' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-81942f73-86ff-4bdf-b877-56c818c1ab0c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-81942f73-86ff-4bdf-b877-56c818c1ab0c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a79b878c-c7cb-41a2-ae23-934d67258af8' class='xr-var-data-in' type='checkbox'><label for='data-a79b878c-c7cb-41a2-ae23-934d67258af8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
+       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-3bf6f3a1-4595-4577-92e9-700f0f6ee86f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3bf6f3a1-4595-4577-92e9-700f0f6ee86f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-44221279-a5a0-4d13-b92f-ac3705bc1f68' class='xr-var-data-in' type='checkbox'><label for='data-44221279-a5a0-4d13-b92f-ac3705bc1f68' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
+       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-6730767b-5acb-4742-a7d1-43317094f182' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6730767b-5acb-4742-a7d1-43317094f182' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0777e6cc-47bb-4d1c-8ed7-3d2375d9bcec' class='xr-var-data-in' type='checkbox'><label for='data-0777e6cc-47bb-4d1c-8ed7-3d2375d9bcec' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
+       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-ae4639f7-f839-4ef7-afc1-510e83aea11e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ae4639f7-f839-4ef7-afc1-510e83aea11e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc7e58ad-a1ed-4085-9597-ef2fefb025c6' class='xr-var-data-in' type='checkbox'><label for='data-dc7e58ad-a1ed-4085-9597-ef2fefb025c6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
+       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-204afe08-6ab9-429d-b42f-61b1a97eb2ea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-204afe08-6ab9-429d-b42f-61b1a97eb2ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a093973-8fef-4823-88a9-a78e082a3595' class='xr-var-data-in' type='checkbox'><label for='data-8a093973-8fef-4823-88a9-a78e082a3595' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
+       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-f48ca446-87e5-4f45-9381-643e0aace245' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f48ca446-87e5-4f45-9381-643e0aace245' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb79c64a-9a11-4418-84f0-c350b779bd10' class='xr-var-data-in' type='checkbox'><label for='data-eb79c64a-9a11-4418-84f0-c350b779bd10' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
+       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-0bda02be-9706-4334-8a20-4e56030b7e39' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0bda02be-9706-4334-8a20-4e56030b7e39' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fd8ab51f-e349-4378-8bf3-96dd7dd55bbe' class='xr-var-data-in' type='checkbox'><label for='data-fd8ab51f-e349-4378-8bf3-96dd7dd55bbe' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
+       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-a2d8d358-ac5c-4ed9-b276-0e409f38b33a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a2d8d358-ac5c-4ed9-b276-0e409f38b33a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6011c518-84e0-46d5-8713-bdfc143bdf78' class='xr-var-data-in' type='checkbox'><label for='data-6011c518-84e0-46d5-8713-bdfc143bdf78' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
+       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-2dccd1b6-5bf7-42a5-8bed-6546da92280e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2dccd1b6-5bf7-42a5-8bed-6546da92280e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63b1e24d-49dc-482c-bb32-d3d44a1c56b6' class='xr-var-data-in' type='checkbox'><label for='data-63b1e24d-49dc-482c-bb32-d3d44a1c56b6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
+       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-327358f1-37cd-46a1-8780-484449984de1' class='xr-section-summary-in' type='checkbox'  ><label for='section-327358f1-37cd-46a1-8780-484449984de1' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-14e3c91c-f447-4727-aa4e-1287430d2bb4' class='xr-index-data-in' type='checkbox'/><label for='index-14e3c91c-f447-4727-aa4e-1287430d2bb4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7ff0cb76-d936-4578-8ffb-d5113c314933' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7ff0cb76-d936-4578-8ffb-d5113c314933' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 701kB\n",
+       "Dimensions:            (time: 8760)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "    gid                int32 4B 0\n",
+       "Data variables:\n",
+       "    temp_air           (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    relative_humidity  (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    ghi                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    dni                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    dhi                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    IR(h)              (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    wind_speed         (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    wind_direction     (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
+       "    pressure           (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314"
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "geo_weather.isel(gid=0).compute()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "weather_arg = {\n",
+    "    'api_key': api_key,\n",
+    "    'email': email,\n",
+    "    'names': 'tmy',\n",
+    "    'attributes': [],\n",
+    "    'map_variables': True\n",
+    "}\n",
+    "\n",
+    "weather, meta = pvdeg.weather.get(database=\"PSM3\", id=(25.783388, -80.189029), **weather_arg)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "deg",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.19"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/scripts/load_pvgis_distributed.ipynb b/scripts/load_pvgis_distributed.ipynb
index e39aaac7..15464281 100644
--- a/scripts/load_pvgis_distributed.ipynb
+++ b/scripts/load_pvgis_distributed.ipynb
@@ -21,7 +21,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -46,7 +46,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -72,7 +72,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -83,7 +83,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [
     {
@@ -479,65 +479,65 @@
        "    IR(h)              (gid, time) float64 2MB 314.4 317.4 320.4 ... 271.9 274.1\n",
        "    wind_speed         (gid, time) float64 2MB 3.11 3.1 3.08 ... 3.53 3.45 3.37\n",
        "    wind_direction     (gid, time) float64 2MB 269.0 274.0 279.0 ... 245.0 242.0\n",
-       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0f277a39-13e0-4642-b90c-70e6ca13700e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0f277a39-13e0-4642-b90c-70e6ca13700e' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-6508992c-c748-4058-9bd3-ff253839f12a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6508992c-c748-4058-9bd3-ff253839f12a' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-814ac352-f26f-4e6c-998a-336361c5183b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-814ac352-f26f-4e6c-998a-336361c5183b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-58f34bd3-cf2a-4b26-bbf0-ed5c32816820' class='xr-var-data-in' type='checkbox'><label for='data-58f34bd3-cf2a-4b26-bbf0-ed5c32816820' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-59bfc3e1-bc6b-40c3-b37b-8213ab48d1ec' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-59bfc3e1-bc6b-40c3-b37b-8213ab48d1ec' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-636fafc8-859d-48bd-a3fc-3e72185ba22b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-636fafc8-859d-48bd-a3fc-3e72185ba22b' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-338f7e56-3e79-4bdc-8fb2-d5700e55c320' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-338f7e56-3e79-4bdc-8fb2-d5700e55c320' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a43e481-caf5-4c23-9f6a-e71d914f91e0' class='xr-var-data-in' type='checkbox'><label for='data-6a43e481-caf5-4c23-9f6a-e71d914f91e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-9aec3b2f-225d-43c8-8084-8b2d50ef7f51' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9aec3b2f-225d-43c8-8084-8b2d50ef7f51' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83b07f64-043b-47c9-8be3-62e21dca1b7d' class='xr-var-data-in' type='checkbox'><label for='data-83b07f64-043b-47c9-8be3-62e21dca1b7d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ac72a5c7-23a6-4ec9-b0e6-9b75749806f1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ac72a5c7-23a6-4ec9-b0e6-9b75749806f1' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.11 4.7 5.28 ... 0.35 0.37 0.38</div><input id='attrs-dac72fa6-627d-41de-a8e4-f7cd0590b4ed' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dac72fa6-627d-41de-a8e4-f7cd0590b4ed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4bbbb8b8-2075-4d91-8a7e-6b5275d50159' class='xr-var-data-in' type='checkbox'><label for='data-4bbbb8b8-2075-4d91-8a7e-6b5275d50159' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[4.11, 4.7 , 5.28, ..., 2.36, 2.94, 3.53],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-f3a27480-52a2-4087-abbe-2e67e74f9fd3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f3a27480-52a2-4087-abbe-2e67e74f9fd3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3849ee5d-e7e1-4051-807a-6283b95a3823' class='xr-var-data-in' type='checkbox'><label for='data-3849ee5d-e7e1-4051-807a-6283b95a3823' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e135fb37-1308-4129-b67f-79fcced7eda3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-e135fb37-1308-4129-b67f-79fcced7eda3' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.11 4.7 5.28 ... 0.35 0.37 0.38</div><input id='attrs-7812ce34-fede-4beb-ab08-c4c8fd856c6e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7812ce34-fede-4beb-ab08-c4c8fd856c6e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fb15e7bd-da61-4f5e-acc1-4fb6caaf9871' class='xr-var-data-in' type='checkbox'><label for='data-fb15e7bd-da61-4f5e-acc1-4fb6caaf9871' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[4.11, 4.7 , 5.28, ..., 2.36, 2.94, 3.53],\n",
        "       [6.08, 5.44, 4.8 , ..., 7.99, 7.35, 6.71],\n",
        "       [7.57, 6.94, 6.31, ..., 9.45, 8.82, 8.19],\n",
        "       ...,\n",
        "       [4.66, 4.34, 4.01, ..., 5.65, 5.32, 4.99],\n",
        "       [4.3 , 4.23, 4.16, ..., 4.5 , 4.44, 4.37],\n",
-       "       [0.4 , 0.42, 0.44, ..., 0.35, 0.37, 0.38]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>87.27 87.03 86.79 ... 86.37 86.14</div><input id='attrs-79e4976d-61d3-4f83-973d-29d58c424823' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-79e4976d-61d3-4f83-973d-29d58c424823' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-736f85a9-30f9-432b-aa83-e1057ba597fb' class='xr-var-data-in' type='checkbox'><label for='data-736f85a9-30f9-432b-aa83-e1057ba597fb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87.27, 87.03, 86.79, ..., 87.98, 87.75, 87.51],\n",
+       "       [0.4 , 0.42, 0.44, ..., 0.35, 0.37, 0.38]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>87.27 87.03 86.79 ... 86.37 86.14</div><input id='attrs-e3839a45-17ee-43de-b849-d8fe29637ada' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e3839a45-17ee-43de-b849-d8fe29637ada' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ecee989-1f8e-4ba9-bfb9-a7a8606ce22f' class='xr-var-data-in' type='checkbox'><label for='data-6ecee989-1f8e-4ba9-bfb9-a7a8606ce22f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87.27, 87.03, 86.79, ..., 87.98, 87.75, 87.51],\n",
        "       [92.41, 92.03, 91.64, ..., 93.57, 93.18, 92.8 ],\n",
        "       [91.82, 91.44, 91.05, ..., 92.97, 92.59, 92.2 ],\n",
        "       ...,\n",
        "       [80.31, 80.83, 81.36, ..., 78.73, 79.26, 79.78],\n",
        "       [76.99, 76.59, 76.2 , ..., 78.16, 77.77, 77.38],\n",
-       "       [85.9 , 85.66, 85.43, ..., 86.61, 86.37, 86.14]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-177f4427-33cf-4253-83f5-e10378029bea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-177f4427-33cf-4253-83f5-e10378029bea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9d7a1696-ecaa-4d29-ab28-606cb3aaa90f' class='xr-var-data-in' type='checkbox'><label for='data-9d7a1696-ecaa-4d29-ab28-606cb3aaa90f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [85.9 , 85.66, 85.43, ..., 86.61, 86.37, 86.14]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-4eb15fdc-38c0-4231-ab8c-891bdce457a1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4eb15fdc-38c0-4231-ab8c-891bdce457a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a1ea8bde-300a-404c-b4f6-0f676dc4e32e' class='xr-var-data-in' type='checkbox'><label for='data-a1ea8bde-300a-404c-b4f6-0f676dc4e32e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       ...,\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-59965f95-8a0c-4459-b08b-d4e9b3f0766c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-59965f95-8a0c-4459-b08b-d4e9b3f0766c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5d594ad1-5bda-4902-aea0-f6b6bb7fe297' class='xr-var-data-in' type='checkbox'><label for='data-5d594ad1-5bda-4902-aea0-f6b6bb7fe297' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-bce93439-c151-4f9f-8f57-87685d5330c0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bce93439-c151-4f9f-8f57-87685d5330c0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0fe0ead8-c0cd-494b-83a1-e81e0d3e5596' class='xr-var-data-in' type='checkbox'><label for='data-0fe0ead8-c0cd-494b-83a1-e81e0d3e5596' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       ...,\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-abfcf824-7055-4f44-b742-e3a7e0bdca04' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-abfcf824-7055-4f44-b742-e3a7e0bdca04' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c0a57fc5-5606-4c0f-b47a-fb77889476e3' class='xr-var-data-in' type='checkbox'><label for='data-c0a57fc5-5606-4c0f-b47a-fb77889476e3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-c7a44819-291c-4bae-b369-594229e305ea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c7a44819-291c-4bae-b369-594229e305ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b5d645b3-ae43-407d-bf4f-2b478611ef0b' class='xr-var-data-in' type='checkbox'><label for='data-b5d645b3-ae43-407d-bf4f-2b478611ef0b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       ...,\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>314.4 317.4 320.4 ... 271.9 274.1</div><input id='attrs-2c4f6be0-fea3-4e79-a05f-e317a4a5abde' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c4f6be0-fea3-4e79-a05f-e317a4a5abde' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bb0a23a3-2df8-41f6-b2e2-31cd8945f812' class='xr-var-data-in' type='checkbox'><label for='data-bb0a23a3-2df8-41f6-b2e2-31cd8945f812' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[314.43, 317.41, 320.38, ..., 305.5 , 308.47, 311.45],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>314.4 317.4 320.4 ... 271.9 274.1</div><input id='attrs-b13abf83-1a85-4933-8786-00595c0a3f77' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b13abf83-1a85-4933-8786-00595c0a3f77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e44b6d0-f236-48fd-a0d4-cc3c9c9fabf8' class='xr-var-data-in' type='checkbox'><label for='data-8e44b6d0-f236-48fd-a0d4-cc3c9c9fabf8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[314.43, 317.41, 320.38, ..., 305.5 , 308.47, 311.45],\n",
        "       [306.87, 300.79, 294.72, ..., 325.08, 319.01, 312.94],\n",
        "       [328.  , 321.71, 315.43, ..., 346.86, 340.57, 334.28],\n",
        "       ...,\n",
        "       [279.89, 275.88, 271.86, ..., 291.94, 287.92, 283.91],\n",
        "       [ 17.39,  18.74,  20.09, ...,  13.33,  14.68,  16.04],\n",
-       "       [276.3 , 278.52, 280.75, ..., 269.63, 271.85, 274.08]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.11 3.1 3.08 ... 3.53 3.45 3.37</div><input id='attrs-308ec073-c5d5-4079-8b01-20fc5765c852' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-308ec073-c5d5-4079-8b01-20fc5765c852' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23058a4a-ba9f-4442-bea7-44234a199d57' class='xr-var-data-in' type='checkbox'><label for='data-23058a4a-ba9f-4442-bea7-44234a199d57' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3.11,  3.1 ,  3.08, ...,  3.14,  3.13,  3.12],\n",
+       "       [276.3 , 278.52, 280.75, ..., 269.63, 271.85, 274.08]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.11 3.1 3.08 ... 3.53 3.45 3.37</div><input id='attrs-ebb810a9-c684-4f6d-93e9-1d8291b69a0b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ebb810a9-c684-4f6d-93e9-1d8291b69a0b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb79d0ea-cebf-4087-8c20-11bf16009d10' class='xr-var-data-in' type='checkbox'><label for='data-cb79d0ea-cebf-4087-8c20-11bf16009d10' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3.11,  3.1 ,  3.08, ...,  3.14,  3.13,  3.12],\n",
        "       [ 3.56,  3.52,  3.49, ...,  3.67,  3.63,  3.6 ],\n",
        "       [ 4.9 ,  4.87,  4.84, ...,  4.98,  4.95,  4.92],\n",
        "       ...,\n",
        "       [10.02,  9.4 ,  8.79, ..., 11.86, 11.24, 10.63],\n",
        "       [ 9.31,  8.92,  8.53, ..., 10.48, 10.09,  9.7 ],\n",
-       "       [ 3.29,  3.21,  3.14, ...,  3.53,  3.45,  3.37]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>269.0 274.0 279.0 ... 245.0 242.0</div><input id='attrs-78201489-21c7-4d97-a59d-9420578493a6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-78201489-21c7-4d97-a59d-9420578493a6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f1954278-f694-45e2-aa77-db842ce0c68f' class='xr-var-data-in' type='checkbox'><label for='data-f1954278-f694-45e2-aa77-db842ce0c68f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[269., 274., 279., ...,  32.,  33.,  31.],\n",
+       "       [ 3.29,  3.21,  3.14, ...,  3.53,  3.45,  3.37]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>269.0 274.0 279.0 ... 245.0 242.0</div><input id='attrs-1206cfcd-9925-487c-bc5d-ecfb437f996d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1206cfcd-9925-487c-bc5d-ecfb437f996d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4d50f0f7-a3ff-4a1e-8d75-5477e3d95a0f' class='xr-var-data-in' type='checkbox'><label for='data-4d50f0f7-a3ff-4a1e-8d75-5477e3d95a0f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[269., 274., 279., ...,  32.,  33.,  31.],\n",
        "       [346., 346., 342., ..., 212., 216., 211.],\n",
        "       [294., 338., 341., ..., 210., 215., 215.],\n",
        "       ...,\n",
        "       [259., 255., 246., ..., 235., 243., 249.],\n",
        "       [346., 352., 355., ..., 168., 168., 168.],\n",
-       "       [329., 329., 330., ..., 252., 245., 242.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.014e+05 1.014e+05 ... 9.965e+04</div><input id='attrs-c161f756-da13-4a88-854f-ca4cc76766c5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c161f756-da13-4a88-854f-ca4cc76766c5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8d5977ac-f967-4bf5-98b5-adcca895afd5' class='xr-var-data-in' type='checkbox'><label for='data-8d5977ac-f967-4bf5-98b5-adcca895afd5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[101417., 101388., 101378., ...,  97618.,  97637.,  97647.],\n",
+       "       [329., 329., 330., ..., 252., 245., 242.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.014e+05 1.014e+05 ... 9.965e+04</div><input id='attrs-16ffc902-a619-495e-ad88-d276fe636649' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-16ffc902-a619-495e-ad88-d276fe636649' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b96dd72-33e3-4669-9409-5bd830d46e45' class='xr-var-data-in' type='checkbox'><label for='data-9b96dd72-33e3-4669-9409-5bd830d46e45' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[101417., 101388., 101378., ...,  97618.,  97637.,  97647.],\n",
        "       [ 98226.,  98255.,  98226., ...,  98283.,  98332.,  98264.],\n",
        "       [100334., 100354., 100364., ..., 100600., 100698., 100639.],\n",
        "       ...,\n",
        "       [ 96722.,  96751.,  96790., ...,  96643.,  96810.,  97016.],\n",
        "       [100472., 100551., 100620., ...,  98386.,  98544.,  98672.],\n",
-       "       [101716., 101775., 101815., ...,  99263.,  99471.,  99650.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-510b13e0-4ea2-429d-8ac2-f8ddfe815654' class='xr-section-summary-in' type='checkbox'  ><label for='section-510b13e0-4ea2-429d-8ac2-f8ddfe815654' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-473e78e7-a42f-433f-be04-58b61129a1e4' class='xr-index-data-in' type='checkbox'/><label for='index-473e78e7-a42f-433f-be04-58b61129a1e4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "       [101716., 101775., 101815., ...,  99263.,  99471.,  99650.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1478f174-8554-4885-aa8f-abc87015b3e3' class='xr-section-summary-in' type='checkbox'  ><label for='section-1478f174-8554-4885-aa8f-abc87015b3e3' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-cae83bc7-8396-48b0-bcd7-f497bea7a59d' class='xr-index-data-in' type='checkbox'/><label for='index-cae83bc7-8396-48b0-bcd7-f497bea7a59d' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
        "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
        "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
@@ -548,9 +548,9 @@
        "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
        "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-4b5ea8cd-8e6e-430e-b425-597c9ea0ccd1' class='xr-index-data-in' type='checkbox'/><label for='index-4b5ea8cd-8e6e-430e-b425-597c9ea0ccd1' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-25deec41-a638-4320-8674-09a3451a7439' class='xr-index-data-in' type='checkbox'/><label for='index-25deec41-a638-4320-8674-09a3451a7439' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
        "       20, 21],\n",
-       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6bf23756-0cc8-4ac1-982f-2f2492f0f16f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6bf23756-0cc8-4ac1-982f-2f2492f0f16f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6366bd1d-ab50-4022-a6e0-ea79672924f4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6366bd1d-ab50-4022-a6e0-ea79672924f4' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 14MB\n",
@@ -570,7 +570,7 @@
        "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04"
       ]
      },
-     "execution_count": 5,
+     "execution_count": 10,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -599,36 +599,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Creating Zarr\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "c:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\distributed\\client.py:3362: UserWarning: Sending large graph of size 13.27 MiB.\n",
-      "This may cause some slowdown.\n",
-      "Consider loading the data with Dask directly\n",
-      " or using futures or delayed objects to embed the data into the graph without repetition.\n",
-      "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n",
-      "  warnings.warn(\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "dataset saved to zarr store at C:\\Users\\tford\\PVDeg-Meteorological\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "pvdeg.store.store(weather_ds, meta_df)"
    ]
@@ -678,30 +651,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x238c4131d90>]"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "import matplotlib.pyplot as plt\n",
     "\n",
@@ -710,258 +662,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
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-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
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-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>latitude</th>\n",
-       "      <th>longitude</th>\n",
-       "      <th>altitude</th>\n",
-       "      <th>Source</th>\n",
-       "      <th>wind_height</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>gid</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>49.95</td>\n",
-       "      <td>1.5</td>\n",
-       "      <td>176.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-9.5</td>\n",
-       "      <td>330.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-8.5</td>\n",
-       "      <td>137.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-4.5</td>\n",
-       "      <td>184.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-3.5</td>\n",
-       "      <td>160.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-2.5</td>\n",
-       "      <td>86.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-1.5</td>\n",
-       "      <td>217.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-0.5</td>\n",
-       "      <td>94.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>0.5</td>\n",
-       "      <td>64.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-9.5</td>\n",
-       "      <td>119.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-8.5</td>\n",
-       "      <td>129.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-7.5</td>\n",
-       "      <td>97.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-6.5</td>\n",
-       "      <td>33.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-2.5</td>\n",
-       "      <td>136.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-1.5</td>\n",
-       "      <td>115.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-0.5</td>\n",
-       "      <td>33.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-5.5</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-4.5</td>\n",
-       "      <td>248.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-3.5</td>\n",
-       "      <td>122.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-2.5</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>57.95</td>\n",
-       "      <td>-6.5</td>\n",
-       "      <td>137.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>57.95</td>\n",
-       "      <td>-4.5</td>\n",
-       "      <td>59.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    latitude longitude altitude Source wind_height\n",
-       "gid                                               \n",
-       "0      49.95       1.5    176.0  PVGIS          10\n",
-       "1      51.95      -9.5    330.0  PVGIS          10\n",
-       "2      51.95      -8.5    137.0  PVGIS          10\n",
-       "3      51.95      -4.5    184.0  PVGIS          10\n",
-       "4      51.95      -3.5    160.0  PVGIS          10\n",
-       "5      51.95      -2.5     86.0  PVGIS          10\n",
-       "6      51.95      -1.5    217.0  PVGIS          10\n",
-       "7      51.95      -0.5     94.0  PVGIS          10\n",
-       "8      51.95       0.5     64.0  PVGIS          10\n",
-       "9      53.95      -9.5    119.0  PVGIS          10\n",
-       "10     53.95      -8.5    129.0  PVGIS          10\n",
-       "11     53.95      -7.5     97.0  PVGIS          10\n",
-       "12     53.95      -6.5     33.0  PVGIS          10\n",
-       "13     53.95      -2.5    136.0  PVGIS          10\n",
-       "14     53.95      -1.5    115.0  PVGIS          10\n",
-       "15     53.95      -0.5     33.0  PVGIS          10\n",
-       "16     55.95      -5.5    205.0  PVGIS          10\n",
-       "17     55.95      -4.5    248.0  PVGIS          10\n",
-       "18     55.95      -3.5    122.0  PVGIS          10\n",
-       "19     55.95      -2.5    150.0  PVGIS          10\n",
-       "20     57.95      -6.5    137.0  PVGIS          10\n",
-       "21     57.95      -4.5     59.0  PVGIS          10"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "geo_meta"
    ]
@@ -1067,30 +770,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.collections.PathCollection at 0x238c4ac17c0>"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "plt.scatter(lon_land_EU, lat_land_EU, c='r', s=1)"
    ]
@@ -1106,20 +788,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "adding to store\n",
-      "opening store\n",
-      "add entry to dataset\n",
-      "dataset saved to zarr store at C:\\Users\\tford\\PVDeg-Meteorological\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "pvdeg.store.store(weather_ds=w, meta_df=m)"
    ]
@@ -1135,2876 +806,65 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
-       "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>latitude</th>\n",
-       "      <th>longitude</th>\n",
-       "      <th>altitude</th>\n",
-       "      <th>Source</th>\n",
-       "      <th>wind_height</th>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>gid</th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "      <th></th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>49.95</td>\n",
-       "      <td>1.5</td>\n",
-       "      <td>176.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-9.5</td>\n",
-       "      <td>330.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-8.5</td>\n",
-       "      <td>137.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-4.5</td>\n",
-       "      <td>184.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-3.5</td>\n",
-       "      <td>160.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>5</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-2.5</td>\n",
-       "      <td>86.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>6</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-1.5</td>\n",
-       "      <td>217.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>7</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>-0.5</td>\n",
-       "      <td>94.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8</th>\n",
-       "      <td>51.95</td>\n",
-       "      <td>0.5</td>\n",
-       "      <td>64.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>9</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-9.5</td>\n",
-       "      <td>119.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>10</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-8.5</td>\n",
-       "      <td>129.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>11</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-7.5</td>\n",
-       "      <td>97.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>12</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-6.5</td>\n",
-       "      <td>33.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-2.5</td>\n",
-       "      <td>136.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-1.5</td>\n",
-       "      <td>115.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-0.5</td>\n",
-       "      <td>33.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-5.5</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-4.5</td>\n",
-       "      <td>248.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-3.5</td>\n",
-       "      <td>122.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-2.5</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>57.95</td>\n",
-       "      <td>-6.5</td>\n",
-       "      <td>137.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>57.95</td>\n",
-       "      <td>-4.5</td>\n",
-       "      <td>59.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>34.0</td>\n",
-       "      <td>-6.0</td>\n",
-       "      <td>277.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    latitude longitude altitude Source wind_height\n",
-       "gid                                               \n",
-       "0      49.95       1.5    176.0  PVGIS          10\n",
-       "1      51.95      -9.5    330.0  PVGIS          10\n",
-       "2      51.95      -8.5    137.0  PVGIS          10\n",
-       "3      51.95      -4.5    184.0  PVGIS          10\n",
-       "4      51.95      -3.5    160.0  PVGIS          10\n",
-       "5      51.95      -2.5     86.0  PVGIS          10\n",
-       "6      51.95      -1.5    217.0  PVGIS          10\n",
-       "7      51.95      -0.5     94.0  PVGIS          10\n",
-       "8      51.95       0.5     64.0  PVGIS          10\n",
-       "9      53.95      -9.5    119.0  PVGIS          10\n",
-       "10     53.95      -8.5    129.0  PVGIS          10\n",
-       "11     53.95      -7.5     97.0  PVGIS          10\n",
-       "12     53.95      -6.5     33.0  PVGIS          10\n",
-       "13     53.95      -2.5    136.0  PVGIS          10\n",
-       "14     53.95      -1.5    115.0  PVGIS          10\n",
-       "15     53.95      -0.5     33.0  PVGIS          10\n",
-       "16     55.95      -5.5    205.0  PVGIS          10\n",
-       "17     55.95      -4.5    248.0  PVGIS          10\n",
-       "18     55.95      -3.5    122.0  PVGIS          10\n",
-       "19     55.95      -2.5    150.0  PVGIS          10\n",
-       "20     57.95      -6.5    137.0  PVGIS          10\n",
-       "21     57.95      -4.5     59.0  PVGIS          10\n",
-       "22      34.0      -6.0    277.0  PVGIS          10"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "loaded_meta"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 16,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
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-       "\n",
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-       ".xr-index-data,\n",
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-       "\n",
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-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 15MB\n",
-       "Dimensions:            (gid: 23, time: 8760)\n",
-       "Coordinates:\n",
-       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
-       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
-       "Data variables:\n",
-       "    IR(h)              (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    dhi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    dni                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    ghi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    pressure           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    relative_humidity  (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    temp_air           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    wind_direction     (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-11401101-ed40-4ba7-a5f6-2744e9edeb4d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-11401101-ed40-4ba7-a5f6-2744e9edeb4d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 23</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-4099c0ac-e820-4f2e-b019-5afca15cd950' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4099c0ac-e820-4f2e-b019-5afca15cd950' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 17 18 19 20 21 22</div><input id='attrs-b13d03e4-9b7d-47b2-b354-5c57840aaacc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b13d03e4-9b7d-47b2-b354-5c57840aaacc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8ac90248-d3d5-425b-8140-95b4a6ebaa75' class='xr-var-data-in' type='checkbox'><label for='data-8ac90248-d3d5-425b-8140-95b4a6ebaa75' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21, 22])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-e88b4d2c-e09b-4ad6-b252-7c6528efe3fb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e88b4d2c-e09b-4ad6-b252-7c6528efe3fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8b54306-5c05-490a-b364-4b844d702cc2' class='xr-var-data-in' type='checkbox'><label for='data-a8b54306-5c05-490a-b364-4b844d702cc2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d10f760f-57c5-42e2-8e51-e1d921f42969' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d10f760f-57c5-42e2-8e51-e1d921f42969' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-eefecf5a-14ed-4d06-a2ca-92bf558afe35' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-eefecf5a-14ed-4d06-a2ca-92bf558afe35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e0410ba-d40e-4a42-a10c-e6036c87b83b' class='xr-var-data-in' type='checkbox'><label for='data-5e0410ba-d40e-4a42-a10c-e6036c87b83b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-1abb8467-526f-4352-a9b1-fa31b115b67e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1abb8467-526f-4352-a9b1-fa31b115b67e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13cb4b73-1909-4daa-9807-147d586194ed' class='xr-var-data-in' type='checkbox'><label for='data-13cb4b73-1909-4daa-9807-147d586194ed' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-aea90235-a6ba-4d76-8ee7-13a08fc58d8b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-aea90235-a6ba-4d76-8ee7-13a08fc58d8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-89fafb02-b001-4efc-abb7-172f707de0da' class='xr-var-data-in' type='checkbox'><label for='data-89fafb02-b001-4efc-abb7-172f707de0da' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-19770c79-5001-49f3-897f-6a4345e44b70' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-19770c79-5001-49f3-897f-6a4345e44b70' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8fde568a-083c-4505-ab12-1d9b5342b40b' class='xr-var-data-in' type='checkbox'><label for='data-8fde568a-083c-4505-ab12-1d9b5342b40b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
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-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-dcc4c29b-3e5c-4031-9c94-ae1d2a0f43cb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dcc4c29b-3e5c-4031-9c94-ae1d2a0f43cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0f0adff6-a975-4679-bba3-ae7f5bed3d23' class='xr-var-data-in' type='checkbox'><label for='data-0f0adff6-a975-4679-bba3-ae7f5bed3d23' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-051978be-adda-4f80-a6cd-ff0cead5e66b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-051978be-adda-4f80-a6cd-ff0cead5e66b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1866e32b-8dcf-4a27-a55b-ea9a848e958b' class='xr-var-data-in' type='checkbox'><label for='data-1866e32b-8dcf-4a27-a55b-ea9a848e958b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
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-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-45eacff5-0e04-4a68-a509-59cbfc6193b8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45eacff5-0e04-4a68-a509-59cbfc6193b8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7c747da1-0994-454b-b732-732b7541a482' class='xr-var-data-in' type='checkbox'><label for='data-7c747da1-0994-454b-b732-732b7541a482' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-d1c6f055-e6ed-4477-907b-66f2af6d97f0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d1c6f055-e6ed-4477-907b-66f2af6d97f0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d003dbb0-2679-4a40-b992-2c111ac33401' class='xr-var-data-in' type='checkbox'><label for='data-d003dbb0-2679-4a40-b992-2c111ac33401' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
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-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-feb86774-55bf-4136-8d6c-275807779959' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-feb86774-55bf-4136-8d6c-275807779959' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c351409e-6ff1-420e-9a71-5460529fdab7' class='xr-var-data-in' type='checkbox'><label for='data-c351409e-6ff1-420e-9a71-5460529fdab7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
-       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
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-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
-       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-237dbf59-ad4b-4a35-9b92-0e4c97bce4d3' class='xr-section-summary-in' type='checkbox'  ><label for='section-237dbf59-ad4b-4a35-9b92-0e4c97bce4d3' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ed4dd1f4-a73a-47b3-ab54-36d512b69b62' class='xr-index-data-in' type='checkbox'/><label for='index-ed4dd1f4-a73a-47b3-ab54-36d512b69b62' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21, 22],\n",
-       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a28a42f1-2905-4103-9682-ec3926a6f70e' class='xr-index-data-in' type='checkbox'/><label for='index-a28a42f1-2905-4103-9682-ec3926a6f70e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
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-     "execution_count": 16,
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-       "    temp_air           (time) float64 70kB 8.03 7.1 6.17 5.23 ... 10.84 9.9 8.97\n",
-       "    wind_direction     (time) float64 70kB 165.0 164.0 163.0 ... 239.0 238.0\n",
-       "    wind_speed         (time) float64 70kB 3.02 2.75 2.47 2.2 ... 3.84 3.57 3.3</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-8692cad9-f7a3-4589-9153-fd8c1737f48b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8692cad9-f7a3-4589-9153-fd8c1737f48b' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-8b2d674c-6d35-4144-b679-692d6d92b69b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8b2d674c-6d35-4144-b679-692d6d92b69b' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>gid</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>22</div><input id='attrs-10a5c1a2-cfdf-46bb-8fb0-745b1d681607' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-10a5c1a2-cfdf-46bb-8fb0-745b1d681607' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8f773092-ae87-44db-861f-0422dea0e753' class='xr-var-data-in' type='checkbox'><label for='data-8f773092-ae87-44db-861f-0422dea0e753' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(22)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-5359db02-0a4b-4244-8ce9-8f464a397c17' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5359db02-0a4b-4244-8ce9-8f464a397c17' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e76fe34-beb5-4343-9fc5-ca261867389a' class='xr-var-data-in' type='checkbox'><label for='data-0e76fe34-beb5-4343-9fc5-ca261867389a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9b7338d0-7cfc-490d-8616-94508390ae0e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9b7338d0-7cfc-490d-8616-94508390ae0e' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>290.6 286.7 282.9 ... 298.3 294.4</div><input id='attrs-a1e9cd39-4234-465b-a6d2-aab89bfb5413' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a1e9cd39-4234-465b-a6d2-aab89bfb5413' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4c5f8707-bde1-4b79-a183-c0b8772a80a2' class='xr-var-data-in' type='checkbox'><label for='data-4c5f8707-bde1-4b79-a183-c0b8772a80a2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([290.56, 286.72, 282.87, ..., 302.11, 298.26, 294.41])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-c38d7d4c-d193-4980-9be4-77c98201a415' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c38d7d4c-d193-4980-9be4-77c98201a415' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-52baa9ba-f79b-4754-a862-7df18a786f51' class='xr-var-data-in' type='checkbox'><label for='data-52baa9ba-f79b-4754-a862-7df18a786f51' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., ..., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-7d09f86b-65fb-40bf-80da-ed08c935e6cf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7d09f86b-65fb-40bf-80da-ed08c935e6cf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8201d030-6a98-4a7c-b515-0e1d08551f38' class='xr-var-data-in' type='checkbox'><label for='data-8201d030-6a98-4a7c-b515-0e1d08551f38' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., ..., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-d84d3452-4dee-4a5a-8ecc-d631dbce0688' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d84d3452-4dee-4a5a-8ecc-d631dbce0688' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c5ca54cd-f36b-44ef-8fc1-50b9bfcbc600' class='xr-var-data-in' type='checkbox'><label for='data-c5ca54cd-f36b-44ef-8fc1-50b9bfcbc600' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., ..., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.939e+04 9.939e+04 ... 9.868e+04</div><input id='attrs-c123a61b-7756-4af5-83eb-5fac93c5ef5e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c123a61b-7756-4af5-83eb-5fac93c5ef5e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3323ea4e-327b-41f4-90cc-62c66137fe1f' class='xr-var-data-in' type='checkbox'><label for='data-3323ea4e-327b-41f4-90cc-62c66137fe1f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([99391., 99391., 99401., ..., 98636., 98665., 98675.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>81.69 82.97 84.25 ... 79.12 80.4</div><input id='attrs-914e8ccb-7877-453d-8b88-d9a260e90426' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-914e8ccb-7877-453d-8b88-d9a260e90426' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2076babf-d416-46da-ba46-99cf9e6428d1' class='xr-var-data-in' type='checkbox'><label for='data-2076babf-d416-46da-ba46-99cf9e6428d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([81.69, 82.97, 84.25, ..., 77.83, 79.12, 80.4 ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>8.03 7.1 6.17 ... 10.84 9.9 8.97</div><input id='attrs-55641c02-0b5b-45ab-ad2a-3ee9e0ce8094' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-55641c02-0b5b-45ab-ad2a-3ee9e0ce8094' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b9d376cc-0b51-49b0-b51e-5f207b0a3979' class='xr-var-data-in' type='checkbox'><label for='data-b9d376cc-0b51-49b0-b51e-5f207b0a3979' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 8.03,  7.1 ,  6.17, ..., 10.84,  9.9 ,  8.97])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>165.0 164.0 163.0 ... 239.0 238.0</div><input id='attrs-45ed5849-d798-47c5-a153-5b32c0764509' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45ed5849-d798-47c5-a153-5b32c0764509' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c131c1e9-a91c-4139-90f6-ed48890d7b92' class='xr-var-data-in' type='checkbox'><label for='data-c131c1e9-a91c-4139-90f6-ed48890d7b92' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([165., 164., 163., ..., 242., 239., 238.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.02 2.75 2.47 ... 3.84 3.57 3.3</div><input id='attrs-61478abd-7238-4c41-a721-c9863c4042a1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-61478abd-7238-4c41-a721-c9863c4042a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b7cf2d33-d2ca-45f1-a4a7-0d168e91c190' class='xr-var-data-in' type='checkbox'><label for='data-b7cf2d33-d2ca-45f1-a4a7-0d168e91c190' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([3.02, 2.75, 2.47, ..., 3.84, 3.57, 3.3 ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a690d118-8b0a-4eda-a7ff-221d884b1e17' class='xr-section-summary-in' type='checkbox'  ><label for='section-a690d118-8b0a-4eda-a7ff-221d884b1e17' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-98f2c5c7-3e2d-47d8-8943-b54061b54d77' class='xr-index-data-in' type='checkbox'/><label for='index-98f2c5c7-3e2d-47d8-8943-b54061b54d77' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d6222d0f-2a3e-4f45-b05f-9f91c06a0bd0' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d6222d0f-2a3e-4f45-b05f-9f91c06a0bd0' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 701kB\n",
-       "Dimensions:            (time: 8760)\n",
-       "Coordinates:\n",
-       "    gid                int32 4B 22\n",
-       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
-       "Data variables:\n",
-       "    IR(h)              (time) float64 70kB 290.6 286.7 282.9 ... 298.3 294.4\n",
-       "    dhi                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
-       "    dni                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
-       "    ghi                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
-       "    pressure           (time) float64 70kB 9.939e+04 9.939e+04 ... 9.868e+04\n",
-       "    relative_humidity  (time) float64 70kB 81.69 82.97 84.25 ... 79.12 80.4\n",
-       "    temp_air           (time) float64 70kB 8.03 7.1 6.17 5.23 ... 10.84 9.9 8.97\n",
-       "    wind_direction     (time) float64 70kB 165.0 164.0 163.0 ... 239.0 238.0\n",
-       "    wind_speed         (time) float64 70kB 3.02 2.75 2.47 2.2 ... 3.84 3.57 3.3"
-      ]
-     },
-     "execution_count": 17,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "loaded_weather.sel(gid=22).compute()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 18,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x238c3c05b20>]"
-      ]
-     },
-     "execution_count": 18,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "import matplotlib.pyplot as plt\n",
-    "\n",
-    "plt.plot(loaded_weather.sel(gid=0).dhi)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "wet, met = pvdeg.store.get(\"PVGIS-1hr\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 20,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
-       "<defs>\n",
-       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
-       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
-       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
-       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
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-       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
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-       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
-       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
-       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
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-       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
-       " *\n",
-       " */\n",
-       "\n",
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-       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
-       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
-       "  --xr-background-color: var(--jp-layout-color0, white);\n",
-       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
-       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
-       "}\n",
-       "\n",
-       "html[theme=dark],\n",
-       "html[data-theme=dark],\n",
-       "body[data-theme=dark],\n",
-       "body.vscode-dark {\n",
-       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
-       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
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-       "  --xr-border-color: #1F1F1F;\n",
-       "  --xr-disabled-color: #515151;\n",
-       "  --xr-background-color: #111111;\n",
-       "  --xr-background-color-row-even: #111111;\n",
-       "  --xr-background-color-row-odd: #313131;\n",
-       "}\n",
-       "\n",
-       ".xr-wrap {\n",
-       "  display: block !important;\n",
-       "  min-width: 300px;\n",
-       "  max-width: 700px;\n",
-       "}\n",
-       "\n",
-       ".xr-text-repr-fallback {\n",
-       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
-       "  display: none;\n",
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-       "\n",
-       ".xr-header {\n",
-       "  padding-top: 6px;\n",
-       "  padding-bottom: 6px;\n",
-       "  margin-bottom: 4px;\n",
-       "  border-bottom: solid 1px var(--xr-border-color);\n",
-       "}\n",
-       "\n",
-       ".xr-header > div,\n",
-       ".xr-header > ul {\n",
-       "  display: inline;\n",
-       "  margin-top: 0;\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-obj-type,\n",
-       ".xr-array-name {\n",
-       "  margin-left: 2px;\n",
-       "  margin-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-obj-type {\n",
-       "  color: var(--xr-font-color2);\n",
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-       "\n",
-       ".xr-sections {\n",
-       "  padding-left: 0 !important;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
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-       "\n",
-       ".xr-section-item {\n",
-       "  display: contents;\n",
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-       "\n",
-       ".xr-section-item input {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input + label {\n",
-       "  color: var(--xr-disabled-color);\n",
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-       "\n",
-       ".xr-section-item input:enabled + label {\n",
-       "  cursor: pointer;\n",
-       "  color: var(--xr-font-color2);\n",
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-       "\n",
-       ".xr-section-item input:enabled + label:hover {\n",
-       "  color: var(--xr-font-color0);\n",
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-       "\n",
-       ".xr-section-summary {\n",
-       "  grid-column: 1;\n",
-       "  color: var(--xr-font-color2);\n",
-       "  font-weight: 500;\n",
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-       "\n",
-       ".xr-section-summary > span {\n",
-       "  display: inline-block;\n",
-       "  padding-left: 0.5em;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label {\n",
-       "  color: var(--xr-font-color2);\n",
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-       "\n",
-       ".xr-section-summary-in + label:before {\n",
-       "  display: inline-block;\n",
-       "  content: '►';\n",
-       "  font-size: 11px;\n",
-       "  width: 15px;\n",
-       "  text-align: center;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label:before {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label:before {\n",
-       "  content: '▼';\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label > span {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary,\n",
-       ".xr-section-inline-details {\n",
-       "  padding-top: 4px;\n",
-       "  padding-bottom: 4px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-inline-details {\n",
-       "  grid-column: 2 / -1;\n",
-       "}\n",
-       "\n",
-       ".xr-section-details {\n",
-       "  display: none;\n",
-       "  grid-column: 1 / -1;\n",
-       "  margin-bottom: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 15MB\n",
-       "Dimensions:            (gid: 23, time: 8760)\n",
-       "Coordinates:\n",
-       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
-       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
-       "Data variables:\n",
-       "    IR(h)              (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    dhi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    dni                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    ghi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    pressure           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    relative_humidity  (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    temp_air           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    wind_direction     (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
-       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c5628d3b-c476-49c6-8336-054cd08eb8b5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c5628d3b-c476-49c6-8336-054cd08eb8b5' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 23</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-4ace8398-99dc-46cf-8e3d-c799f7952f00' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4ace8398-99dc-46cf-8e3d-c799f7952f00' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 17 18 19 20 21 22</div><input id='attrs-ba45a978-c719-4d79-a485-b66adba20624' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ba45a978-c719-4d79-a485-b66adba20624' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-46d34a92-c909-4165-a5b5-016e44fddf65' class='xr-var-data-in' type='checkbox'><label for='data-46d34a92-c909-4165-a5b5-016e44fddf65' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21, 22])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-84c72ac3-9b6d-41eb-afb7-d4d9cc3a307b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-84c72ac3-9b6d-41eb-afb7-d4d9cc3a307b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a83fd21c-5d2a-493e-b792-f6e559ceffe0' class='xr-var-data-in' type='checkbox'><label for='data-a83fd21c-5d2a-493e-b792-f6e559ceffe0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3623841a-999c-4a18-b400-f01c3d66f43d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3623841a-999c-4a18-b400-f01c3d66f43d' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-b8607aed-25d8-460e-b384-d4828947665e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b8607aed-25d8-460e-b384-d4828947665e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c00fd1bb-a26a-4d83-91e0-63b9028fbccc' class='xr-var-data-in' type='checkbox'><label for='data-c00fd1bb-a26a-4d83-91e0-63b9028fbccc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
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-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-761fd84d-4d85-48d1-9663-5933987dd989' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-761fd84d-4d85-48d1-9663-5933987dd989' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fec3a12b-8205-424f-914b-ab6660e0372c' class='xr-var-data-in' type='checkbox'><label for='data-fec3a12b-8205-424f-914b-ab6660e0372c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-8fc1b35c-b62a-45fa-b123-5cafd67f3eae' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8fc1b35c-b62a-45fa-b123-5cafd67f3eae' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3829d172-4703-453d-bd50-be40803787d0' class='xr-var-data-in' type='checkbox'><label for='data-3829d172-4703-453d-bd50-be40803787d0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
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-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-f5c6f0d9-6b1a-46f3-905e-b62f1c795cbe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f5c6f0d9-6b1a-46f3-905e-b62f1c795cbe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e95a9a7-9daa-48b5-8047-b24843c01de1' class='xr-var-data-in' type='checkbox'><label for='data-0e95a9a7-9daa-48b5-8047-b24843c01de1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
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-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-e82a6e98-54e2-4b66-aa19-ccf6480f35e2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e82a6e98-54e2-4b66-aa19-ccf6480f35e2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-18ba6094-b35a-4e80-8920-8ac64dc3733b' class='xr-var-data-in' type='checkbox'><label for='data-18ba6094-b35a-4e80-8920-8ac64dc3733b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
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-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-4ad40ae3-a727-48e7-aeb9-988b108add48' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4ad40ae3-a727-48e7-aeb9-988b108add48' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d040f925-3a69-411f-9352-f62df0b9b922' class='xr-var-data-in' type='checkbox'><label for='data-d040f925-3a69-411f-9352-f62df0b9b922' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
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-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-cf67ed74-ad62-4f94-adfe-e58b63c7f248' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cf67ed74-ad62-4f94-adfe-e58b63c7f248' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a710323a-c61b-4cc6-89f5-29494b49a7ff' class='xr-var-data-in' type='checkbox'><label for='data-a710323a-c61b-4cc6-89f5-29494b49a7ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
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-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
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-       "                        <td> (22, 8760) </td>\n",
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-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
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-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-a7d93118-82c2-4cf6-b17f-9d4393ee14ee' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a7d93118-82c2-4cf6-b17f-9d4393ee14ee' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7d48f6d8-6472-4a47-8aea-3eedec0c5236' class='xr-var-data-in' type='checkbox'><label for='data-7d48f6d8-6472-4a47-8aea-3eedec0c5236' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
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-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
-       "                        <td> 1.47 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (23, 8760) </td>\n",
-       "                        <td> (22, 8760) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
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-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-45f308e2-9f4e-43d3-8433-6137b568eb3c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45f308e2-9f4e-43d3-8433-6137b568eb3c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a0320b21-8660-461d-beac-b8f308518c42' class='xr-var-data-in' type='checkbox'><label for='data-a0320b21-8660-461d-beac-b8f308518c42' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
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-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.54 MiB </td>\n",
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-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-dc9da21b-6f2a-459e-bc26-fa6f45929df4' class='xr-section-summary-in' type='checkbox'  ><label for='section-dc9da21b-6f2a-459e-bc26-fa6f45929df4' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-989a4eac-c5ed-449f-9850-ed09738058a9' class='xr-index-data-in' type='checkbox'/><label for='index-989a4eac-c5ed-449f-9850-ed09738058a9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21, 22],\n",
-       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-58b5efe1-3d42-4742-a3e4-a1d6883b5443' class='xr-index-data-in' type='checkbox'/><label for='index-58b5efe1-3d42-4742-a3e4-a1d6883b5443' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
-       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f0e48fd2-3a09-469d-94f0-bbb53c760bd7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f0e48fd2-3a09-469d-94f0-bbb53c760bd7' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 15MB\n",
-       "Dimensions:            (gid: 23, time: 8760)\n",
-       "Coordinates:\n",
-       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
-       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
-       "Data variables:\n",
-       "    IR(h)              (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    dhi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    dni                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    ghi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    pressure           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    relative_humidity  (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    temp_air           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    wind_direction     (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
-       "    wind_speed         (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>"
-      ]
-     },
-     "execution_count": 20,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
+   "source": [
+    "loaded_weather"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_weather.sel(gid=22).compute()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.plot(loaded_weather.sel(gid=0).dhi)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "wet, met = pvdeg.store.get(\"PVGIS-1hr\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "wet"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>13</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-2.5</td>\n",
-       "      <td>136.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>14</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-1.5</td>\n",
-       "      <td>115.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>15</th>\n",
-       "      <td>53.95</td>\n",
-       "      <td>-0.5</td>\n",
-       "      <td>33.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>16</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-5.5</td>\n",
-       "      <td>205.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>17</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-4.5</td>\n",
-       "      <td>248.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>18</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-3.5</td>\n",
-       "      <td>122.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>19</th>\n",
-       "      <td>55.95</td>\n",
-       "      <td>-2.5</td>\n",
-       "      <td>150.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>20</th>\n",
-       "      <td>57.95</td>\n",
-       "      <td>-6.5</td>\n",
-       "      <td>137.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>21</th>\n",
-       "      <td>57.95</td>\n",
-       "      <td>-4.5</td>\n",
-       "      <td>59.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>22</th>\n",
-       "      <td>34.0</td>\n",
-       "      <td>-6.0</td>\n",
-       "      <td>277.0</td>\n",
-       "      <td>PVGIS</td>\n",
-       "      <td>10</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "    latitude longitude altitude Source wind_height\n",
-       "gid                                               \n",
-       "0      49.95       1.5    176.0  PVGIS          10\n",
-       "1      51.95      -9.5    330.0  PVGIS          10\n",
-       "2      51.95      -8.5    137.0  PVGIS          10\n",
-       "3      51.95      -4.5    184.0  PVGIS          10\n",
-       "4      51.95      -3.5    160.0  PVGIS          10\n",
-       "5      51.95      -2.5     86.0  PVGIS          10\n",
-       "6      51.95      -1.5    217.0  PVGIS          10\n",
-       "7      51.95      -0.5     94.0  PVGIS          10\n",
-       "8      51.95       0.5     64.0  PVGIS          10\n",
-       "9      53.95      -9.5    119.0  PVGIS          10\n",
-       "10     53.95      -8.5    129.0  PVGIS          10\n",
-       "11     53.95      -7.5     97.0  PVGIS          10\n",
-       "12     53.95      -6.5     33.0  PVGIS          10\n",
-       "13     53.95      -2.5    136.0  PVGIS          10\n",
-       "14     53.95      -1.5    115.0  PVGIS          10\n",
-       "15     53.95      -0.5     33.0  PVGIS          10\n",
-       "16     55.95      -5.5    205.0  PVGIS          10\n",
-       "17     55.95      -4.5    248.0  PVGIS          10\n",
-       "18     55.95      -3.5    122.0  PVGIS          10\n",
-       "19     55.95      -2.5    150.0  PVGIS          10\n",
-       "20     57.95      -6.5    137.0  PVGIS          10\n",
-       "21     57.95      -4.5     59.0  PVGIS          10\n",
-       "22      34.0      -6.0    277.0  PVGIS          10"
-      ]
-     },
-     "execution_count": 21,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "loaded_meta"
    ]
@@ -4032,30 +892,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 27,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(<Figure size 1000x800 with 2 Axes>, <GeoAxes: >)"
-      ]
-     },
-     "execution_count": 27,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1000x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "pvdeg.geospatial.plot_sparse_analysis_land(loaded_geo_res, data_var=\"T98_inf\")"
    ]

From 268e57bdd29c48087e17f6ce23c3d9a78e1fb926 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Wed, 30 Oct 2024 21:21:57 -0600
Subject: [PATCH 058/109] generalize empty dataset generator, notebook updates

---
 pvdeg/weather.py                     |  136 +-
 scripts/load_pvgis_distributed.ipynb | 4026 ++++++++++++++++++++++++--
 2 files changed, 3969 insertions(+), 193 deletions(-)

diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index 7932c65d..f3051e21 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -18,6 +18,25 @@
 import xarray as xr
 
 
+TIME_PERIODICITY_MAP = {
+    # pandas time freq string arg
+    # ideally these should be the same
+    "h" : 8760,
+    "1h" : 8760,
+    "30min": 17520,
+    "15min": 35040,
+}
+
+ENTRIES_PERIODICITY_MAP = {
+    # pandas time freq string arg
+    # ideally these should be the same
+    8760: "1h",
+    17520: "30min",
+    35040: "15min",
+}
+
+
+
 def get(database, id=None, geospatial=False, **kwargs):
     """
     Load weather data directly from  NSRDB or through any other PVLIB i/o
@@ -957,7 +976,8 @@ def get_anywhere(database = "PSM3", id=None, **kwargs):
     return weather_db, meta 
 
 
-def process_pvgis_distributed(weather_df):
+# RENAME, THIS SHOULD NOT REFERENCE PVGIS
+def _process_weather_result_distributed(weather_df):
     """Create an xarray.Dataset using numpy array backend from a pvgis weather dataframe"""
 
     import dask.array as da
@@ -980,9 +1000,22 @@ def _weather_distributed_vec(
     ): 
     """
     Distributed weather calculation for use with dask futures/delayed
+
+    Parameters
+    ----------
+    database: str
+        database/source from `pvdeg.weather.get`
+    coord: tuple[float]
+        (latitude, longitude) coordinate pair. (`pvdeg.weather.get` id)
+    api_key: str
+        NSRDB developer api key (see `pvdeg.weather.get`)
+    email: str
+        NSRDB developer email (see `pvdeg.weather.get`)
     
-    Returns ds, dict, None if unsucessfull
-    Returns None, None, Exception if unsucessfull
+    Returns
+    --------
+        Returns ds, dict, None if unsucessful  
+        Returns None, None, Exception if unsucessful
     """
         
     try:
@@ -996,10 +1029,84 @@ def _weather_distributed_vec(
     except Exception as e:
         return None, None, e
 
-    weather_ds = process_pvgis_distributed(weather_df=weather_df)
+    weather_ds = _process_weather_result_distributed(weather_df=weather_df)
 
     return weather_ds, meta_dict, None 
 
+
+def emtpy_weather_ds(gids_size, periodicity, database):
+    """
+    Create an empty weather dataframe for generalized input.
+    
+    Parameters
+    ---------
+    gids_size: int    
+        number of entries to create along gid axis
+    periodicity: str
+        freqency, pandas `freq` string arg from `pd.date_range`.
+
+        .. code-block:: python
+            "1h"
+            "30min"
+            "15min"
+    database: str
+        database from `pvdeg.weather.get`
+    
+    Returns
+    -------
+    weather_ds: xarray.Dataset
+        Weather dataset of the same format/shapes given by a `pvdeg.weather.get` geospatial call or `pvdeg.weather.weather_distributed` call or `GeosptialScenario.get_geospatial_data`.
+    """
+
+    import dask.array as da
+
+    # pvgis default shapes
+    shapes = {
+        "temp_air": ("gid", "time"),
+        "relative_humidity": ("gid", "time"),
+        "ghi": ("gid", "time"),
+        "dni": ("gid", "time"),
+        "dhi": ("gid", "time"),
+        "IR(h)": ("gid", "time"),
+        "wind_speed": ("gid", "time"),
+        "wind_direction": ("gid", "time"),
+        "pressure": ("gid", "time"),
+    }
+
+    # additional results from NSRDB
+    nsrdb_extra_shapes = {
+        'Year': ("gid", "time"), 
+        'Month': ("gid", "time"), 
+        'Day': ("gid", "time"), 
+        'Hour': ("gid", "time"), 
+        'Minute': ("gid", "time"), 
+        'dew_point': ("gid", "time"), 
+        'albedo': ("gid", "time")
+    }
+
+    attrs = {}
+    global_attrs = {}
+
+    dims = {'gid', 'time'}
+    dims_size = {'time': TIME_PERIODICITY_MAP[periodicity], 'gid': gids_size}
+
+    if database == "NSRDB" or database == "PSM3":
+        shapes = shapes | nsrdb_extra_shapes
+    
+    weather_ds = xr.Dataset(
+        data_vars={
+            var: (dim, da.empty([dims_size[d] for d in dim]), attrs.get(var))
+            for var, dim in shapes.items()
+        },
+        coords={'time': pd.date_range("2022-01-01", freq=periodicity, periods=TIME_PERIODICITY_MAP[periodicity]),
+                'gid': np.linspace(0, gids_size-1, gids_size, dtype=int)},
+        attrs=global_attrs,
+    )
+
+    return weather_ds
+
+
+
 def pvgis_hourly_empty_weather_ds(gids_size):
     """
     Create an empty weather dataset for pvgis hourly TMY data
@@ -1016,6 +1123,8 @@ def pvgis_hourly_empty_weather_ds(gids_size):
     """
     import dask.array as da
 
+
+
     shapes = {
         "temp_air": ("gid", "time"),
         "relative_humidity": ("gid", "time"),
@@ -1077,7 +1186,6 @@ def weather_distributed(
         list of tuples containing (latitude, longitude) coordinates
         
         .. code-block:: python
-
             coords_example = [
                 (49.95, 1.5),
                 (51.95, -9.5),
@@ -1123,17 +1231,27 @@ def weather_distributed(
 
     gids_failed = []
 
-    weather_ds = pvgis_hourly_empty_weather_ds(len(results)) # create empty weather xr.dataset
+    time_length = weather_ds_collection[0].sizes["time"]
+    periodicity = ENTRIES_PERIODICITY_MAP[time_length]
+
+    # weather_ds = pvgis_hourly_empty_weather_ds(len(results)) # create empty weather xr.dataset
+    weather_ds = emtpy_weather_ds(
+        gids_size=len(results),
+        periodicity=periodicity,
+        database=database,
+    )
+
     meta_df = pd.DataFrame.from_dict(meta_dict_collection) # create populated meta pd.DataFrame 
 
-    # these gids will be spatially meaningless, they will only show corresponding entries between weather_ds and meta_df
-    for i, row in enumerate(results): # this loop can be refactored, kinda gross
+    # gids are spatially meaningless if data is from PVGIS, they will only show corresponding entries between weather_ds and meta_df
+    # only meaningfull if data is from NSRDB
+    # this loop can be refactored, it is a little weird
+    for i, row in enumerate(results):
 
         if row[2]:
             gids_failed.append(i)
             continue
 
-        # weather_ds[dict(gid=i)] = weather_ds_collection[i].to_xarray().drop_vars('time')
         weather_ds[dict(gid=i)] = weather_ds_collection[i]
 
     return weather_ds, meta_df, gids_failed
\ No newline at end of file
diff --git a/scripts/load_pvgis_distributed.ipynb b/scripts/load_pvgis_distributed.ipynb
index 15464281..99080b58 100644
--- a/scripts/load_pvgis_distributed.ipynb
+++ b/scripts/load_pvgis_distributed.ipynb
@@ -19,9 +19,18 @@
     "import dask.delayed"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Creating Coordinates List\n",
+    "\n",
+    "Lets Generate a Grid of Latitude and Longitude Coordinates over the UK."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -41,12 +50,25 @@
     "land_Scan = globe.is_land(lat_grid_Scan, lon_grid_Scan)\n",
     "\n",
     "lon_land_Scan = lon_grid_Scan[land_Scan]\n",
-    "lat_land_Scan = lat_grid_Scan[land_Scan]"
+    "lat_land_Scan = lat_grid_Scan[land_Scan]\n",
+    "\n",
+    "coords = list(zip(lat_land_UK, lon_land_UK)) # easiest way to make a list of the right shape"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Dask\n",
+    "\n",
+    "We are using dask to parallelize the weather API calls. We need to start a dask client as shown below. This can also be done with `pvdeg.geospatial.start_dask`.  \n",
+    "\n",
+    "Click on the link to open a localhost dashboard for the dask client. This will allow us to see what happens when we run functions using dask."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -70,20 +92,48 @@
     "print(client.dashboard_link)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Requesting Weather\n",
+    "\n",
+    "Now that we have our coordinates, and dask client initialized we can make our parallel api calls using `pvdeg.weather.weather_distributed`.  \n",
+    "\n",
+    "We want data from PVGIS so we will use that as the database. For more information about the databases look at the `pvdeg.weather.get` docstring. We will pass in the coordinates list which is a list of tuple pairs for the latitude and longiutudes to request weather at.\n",
+    "\n",
+    "`weather_ds` is the collected weather dataset from the API calls to PVGIS.  \n",
+    "`meta_df` is the collected meta dataframe from the API calls to PVGIS.  \n",
+    "`failed_gids` will be a list of the failed indexes from the input coordinates list that we could not get weather from using PVGIS. These may have failed randomly so it is worth trying again."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
-    "coords = list(zip(lat_land_UK, lon_land_UK)) # easiest way to make a list of the right shape\n",
-    "\n",
     "weather_ds, meta_df, failed_gids = pvdeg.weather.weather_distributed(database=\"PVGIS\", coords=coords)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Viewing Result\n",
+    "\n",
+    "The result is stored in an xarray dataset with a dask array backend. This allows us to parallelize the computation/api requests but makes it a little harder to view the data. We can inspect the dataset using the following but we will not be able to inspect any values.\n",
+    "\n",
+    "```\n",
+    "weather_ds\n",
+    "```\n",
+    "\n",
+    "To load the values from the dask arrays we need to use `.compute()` as follows.\n"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [
     {
@@ -479,65 +529,65 @@
        "    IR(h)              (gid, time) float64 2MB 314.4 317.4 320.4 ... 271.9 274.1\n",
        "    wind_speed         (gid, time) float64 2MB 3.11 3.1 3.08 ... 3.53 3.45 3.37\n",
        "    wind_direction     (gid, time) float64 2MB 269.0 274.0 279.0 ... 245.0 242.0\n",
-       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-59bfc3e1-bc6b-40c3-b37b-8213ab48d1ec' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-59bfc3e1-bc6b-40c3-b37b-8213ab48d1ec' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-636fafc8-859d-48bd-a3fc-3e72185ba22b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-636fafc8-859d-48bd-a3fc-3e72185ba22b' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-338f7e56-3e79-4bdc-8fb2-d5700e55c320' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-338f7e56-3e79-4bdc-8fb2-d5700e55c320' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a43e481-caf5-4c23-9f6a-e71d914f91e0' class='xr-var-data-in' type='checkbox'><label for='data-6a43e481-caf5-4c23-9f6a-e71d914f91e0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-93699973-a3c6-4491-8ce7-0fe3479cbc6e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-93699973-a3c6-4491-8ce7-0fe3479cbc6e' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 22</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-9206b10f-fcb1-4ca1-823c-0ad7206f3637' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9206b10f-fcb1-4ca1-823c-0ad7206f3637' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-e5c3b359-c18f-4ec7-84a6-da1a9d64b8ff' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e5c3b359-c18f-4ec7-84a6-da1a9d64b8ff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-21bee4c4-4d65-47d5-9d78-3579540eaf4c' class='xr-var-data-in' type='checkbox'><label for='data-21bee4c4-4d65-47d5-9d78-3579540eaf4c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-f3a27480-52a2-4087-abbe-2e67e74f9fd3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f3a27480-52a2-4087-abbe-2e67e74f9fd3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3849ee5d-e7e1-4051-807a-6283b95a3823' class='xr-var-data-in' type='checkbox'><label for='data-3849ee5d-e7e1-4051-807a-6283b95a3823' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
-       "       18, 19, 20, 21])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e135fb37-1308-4129-b67f-79fcced7eda3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-e135fb37-1308-4129-b67f-79fcced7eda3' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.11 4.7 5.28 ... 0.35 0.37 0.38</div><input id='attrs-7812ce34-fede-4beb-ab08-c4c8fd856c6e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7812ce34-fede-4beb-ab08-c4c8fd856c6e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fb15e7bd-da61-4f5e-acc1-4fb6caaf9871' class='xr-var-data-in' type='checkbox'><label for='data-fb15e7bd-da61-4f5e-acc1-4fb6caaf9871' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[4.11, 4.7 , 5.28, ..., 2.36, 2.94, 3.53],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 16 17 18 19 20 21</div><input id='attrs-fc856ec2-03d8-4a85-aa40-7aeed1091a90' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fc856ec2-03d8-4a85-aa40-7aeed1091a90' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8392c630-06dc-45a9-958b-21a1cc120707' class='xr-var-data-in' type='checkbox'><label for='data-8392c630-06dc-45a9-958b-21a1cc120707' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0639736e-fc9c-4a58-85d0-4c973571296f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0639736e-fc9c-4a58-85d0-4c973571296f' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>4.11 4.7 5.28 ... 0.35 0.37 0.38</div><input id='attrs-4a038ca6-adf4-49d4-a2ef-512b66a1478e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4a038ca6-adf4-49d4-a2ef-512b66a1478e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a68f1725-35f4-435e-8490-0fa906326bdc' class='xr-var-data-in' type='checkbox'><label for='data-a68f1725-35f4-435e-8490-0fa906326bdc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[4.11, 4.7 , 5.28, ..., 2.36, 2.94, 3.53],\n",
        "       [6.08, 5.44, 4.8 , ..., 7.99, 7.35, 6.71],\n",
        "       [7.57, 6.94, 6.31, ..., 9.45, 8.82, 8.19],\n",
        "       ...,\n",
        "       [4.66, 4.34, 4.01, ..., 5.65, 5.32, 4.99],\n",
        "       [4.3 , 4.23, 4.16, ..., 4.5 , 4.44, 4.37],\n",
-       "       [0.4 , 0.42, 0.44, ..., 0.35, 0.37, 0.38]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>87.27 87.03 86.79 ... 86.37 86.14</div><input id='attrs-e3839a45-17ee-43de-b849-d8fe29637ada' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e3839a45-17ee-43de-b849-d8fe29637ada' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6ecee989-1f8e-4ba9-bfb9-a7a8606ce22f' class='xr-var-data-in' type='checkbox'><label for='data-6ecee989-1f8e-4ba9-bfb9-a7a8606ce22f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87.27, 87.03, 86.79, ..., 87.98, 87.75, 87.51],\n",
+       "       [0.4 , 0.42, 0.44, ..., 0.35, 0.37, 0.38]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>87.27 87.03 86.79 ... 86.37 86.14</div><input id='attrs-c0d41224-66a9-409a-880c-22b6cdfe2bdb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c0d41224-66a9-409a-880c-22b6cdfe2bdb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4de68b26-c85e-4f20-90c5-0eb2154e9d42' class='xr-var-data-in' type='checkbox'><label for='data-4de68b26-c85e-4f20-90c5-0eb2154e9d42' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[87.27, 87.03, 86.79, ..., 87.98, 87.75, 87.51],\n",
        "       [92.41, 92.03, 91.64, ..., 93.57, 93.18, 92.8 ],\n",
        "       [91.82, 91.44, 91.05, ..., 92.97, 92.59, 92.2 ],\n",
        "       ...,\n",
        "       [80.31, 80.83, 81.36, ..., 78.73, 79.26, 79.78],\n",
        "       [76.99, 76.59, 76.2 , ..., 78.16, 77.77, 77.38],\n",
-       "       [85.9 , 85.66, 85.43, ..., 86.61, 86.37, 86.14]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-4eb15fdc-38c0-4231-ab8c-891bdce457a1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4eb15fdc-38c0-4231-ab8c-891bdce457a1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a1ea8bde-300a-404c-b4f6-0f676dc4e32e' class='xr-var-data-in' type='checkbox'><label for='data-a1ea8bde-300a-404c-b4f6-0f676dc4e32e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [85.9 , 85.66, 85.43, ..., 86.61, 86.37, 86.14]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-d62d088f-f3ec-4fbd-989c-7c8255523640' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d62d088f-f3ec-4fbd-989c-7c8255523640' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22474e6e-afdf-458b-92b5-8d5f825f6659' class='xr-var-data-in' type='checkbox'><label for='data-22474e6e-afdf-458b-92b5-8d5f825f6659' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       ...,\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-bce93439-c151-4f9f-8f57-87685d5330c0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bce93439-c151-4f9f-8f57-87685d5330c0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0fe0ead8-c0cd-494b-83a1-e81e0d3e5596' class='xr-var-data-in' type='checkbox'><label for='data-0fe0ead8-c0cd-494b-83a1-e81e0d3e5596' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-a2090565-bce7-4856-9e95-a2ddabf2dc75' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a2090565-bce7-4856-9e95-a2ddabf2dc75' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-421d0dac-74c5-47f5-806f-9ae2d4776730' class='xr-var-data-in' type='checkbox'><label for='data-421d0dac-74c5-47f5-806f-9ae2d4776730' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       ...,\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-c7a44819-291c-4bae-b369-594229e305ea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c7a44819-291c-4bae-b369-594229e305ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b5d645b3-ae43-407d-bf4f-2b478611ef0b' class='xr-var-data-in' type='checkbox'><label for='data-b5d645b3-ae43-407d-bf4f-2b478611ef0b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-62c0ed22-f632-4e5c-8339-ad965e97bea9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-62c0ed22-f632-4e5c-8339-ad965e97bea9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d6c3fad3-b2ca-4ea1-8b65-abc7b6beb9fd' class='xr-var-data-in' type='checkbox'><label for='data-d6c3fad3-b2ca-4ea1-8b65-abc7b6beb9fd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       ...,\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
        "       [0., 0., 0., ..., 0., 0., 0.],\n",
-       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>314.4 317.4 320.4 ... 271.9 274.1</div><input id='attrs-b13abf83-1a85-4933-8786-00595c0a3f77' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b13abf83-1a85-4933-8786-00595c0a3f77' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e44b6d0-f236-48fd-a0d4-cc3c9c9fabf8' class='xr-var-data-in' type='checkbox'><label for='data-8e44b6d0-f236-48fd-a0d4-cc3c9c9fabf8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[314.43, 317.41, 320.38, ..., 305.5 , 308.47, 311.45],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>314.4 317.4 320.4 ... 271.9 274.1</div><input id='attrs-c772f1a9-9f5e-44e3-bd7d-058db0cbea6c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c772f1a9-9f5e-44e3-bd7d-058db0cbea6c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-699882ed-21e3-4a62-af76-55450b1d5e19' class='xr-var-data-in' type='checkbox'><label for='data-699882ed-21e3-4a62-af76-55450b1d5e19' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[314.43, 317.41, 320.38, ..., 305.5 , 308.47, 311.45],\n",
        "       [306.87, 300.79, 294.72, ..., 325.08, 319.01, 312.94],\n",
        "       [328.  , 321.71, 315.43, ..., 346.86, 340.57, 334.28],\n",
        "       ...,\n",
        "       [279.89, 275.88, 271.86, ..., 291.94, 287.92, 283.91],\n",
        "       [ 17.39,  18.74,  20.09, ...,  13.33,  14.68,  16.04],\n",
-       "       [276.3 , 278.52, 280.75, ..., 269.63, 271.85, 274.08]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.11 3.1 3.08 ... 3.53 3.45 3.37</div><input id='attrs-ebb810a9-c684-4f6d-93e9-1d8291b69a0b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ebb810a9-c684-4f6d-93e9-1d8291b69a0b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb79d0ea-cebf-4087-8c20-11bf16009d10' class='xr-var-data-in' type='checkbox'><label for='data-cb79d0ea-cebf-4087-8c20-11bf16009d10' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3.11,  3.1 ,  3.08, ...,  3.14,  3.13,  3.12],\n",
+       "       [276.3 , 278.52, 280.75, ..., 269.63, 271.85, 274.08]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.11 3.1 3.08 ... 3.53 3.45 3.37</div><input id='attrs-f620c866-e103-4b69-ae6b-556b796e1b3e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f620c866-e103-4b69-ae6b-556b796e1b3e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e3851144-0f62-4936-ace5-744c58d43074' class='xr-var-data-in' type='checkbox'><label for='data-e3851144-0f62-4936-ace5-744c58d43074' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 3.11,  3.1 ,  3.08, ...,  3.14,  3.13,  3.12],\n",
        "       [ 3.56,  3.52,  3.49, ...,  3.67,  3.63,  3.6 ],\n",
        "       [ 4.9 ,  4.87,  4.84, ...,  4.98,  4.95,  4.92],\n",
        "       ...,\n",
        "       [10.02,  9.4 ,  8.79, ..., 11.86, 11.24, 10.63],\n",
        "       [ 9.31,  8.92,  8.53, ..., 10.48, 10.09,  9.7 ],\n",
-       "       [ 3.29,  3.21,  3.14, ...,  3.53,  3.45,  3.37]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>269.0 274.0 279.0 ... 245.0 242.0</div><input id='attrs-1206cfcd-9925-487c-bc5d-ecfb437f996d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1206cfcd-9925-487c-bc5d-ecfb437f996d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4d50f0f7-a3ff-4a1e-8d75-5477e3d95a0f' class='xr-var-data-in' type='checkbox'><label for='data-4d50f0f7-a3ff-4a1e-8d75-5477e3d95a0f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[269., 274., 279., ...,  32.,  33.,  31.],\n",
+       "       [ 3.29,  3.21,  3.14, ...,  3.53,  3.45,  3.37]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>269.0 274.0 279.0 ... 245.0 242.0</div><input id='attrs-e76c50c6-38f3-44fd-9b77-5b87b55a6dc9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e76c50c6-38f3-44fd-9b77-5b87b55a6dc9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-96be58c7-b12f-4a43-aaa2-7d286d73abea' class='xr-var-data-in' type='checkbox'><label for='data-96be58c7-b12f-4a43-aaa2-7d286d73abea' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[269., 274., 279., ...,  32.,  33.,  31.],\n",
        "       [346., 346., 342., ..., 212., 216., 211.],\n",
        "       [294., 338., 341., ..., 210., 215., 215.],\n",
        "       ...,\n",
        "       [259., 255., 246., ..., 235., 243., 249.],\n",
        "       [346., 352., 355., ..., 168., 168., 168.],\n",
-       "       [329., 329., 330., ..., 252., 245., 242.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.014e+05 1.014e+05 ... 9.965e+04</div><input id='attrs-16ffc902-a619-495e-ad88-d276fe636649' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-16ffc902-a619-495e-ad88-d276fe636649' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9b96dd72-33e3-4669-9409-5bd830d46e45' class='xr-var-data-in' type='checkbox'><label for='data-9b96dd72-33e3-4669-9409-5bd830d46e45' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[101417., 101388., 101378., ...,  97618.,  97637.,  97647.],\n",
+       "       [329., 329., 330., ..., 252., 245., 242.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.014e+05 1.014e+05 ... 9.965e+04</div><input id='attrs-786162a9-8d38-43ae-8948-4824238fadba' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-786162a9-8d38-43ae-8948-4824238fadba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-33041681-0ea0-431f-8337-2dd0a5eabf8f' class='xr-var-data-in' type='checkbox'><label for='data-33041681-0ea0-431f-8337-2dd0a5eabf8f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[101417., 101388., 101378., ...,  97618.,  97637.,  97647.],\n",
        "       [ 98226.,  98255.,  98226., ...,  98283.,  98332.,  98264.],\n",
        "       [100334., 100354., 100364., ..., 100600., 100698., 100639.],\n",
        "       ...,\n",
        "       [ 96722.,  96751.,  96790., ...,  96643.,  96810.,  97016.],\n",
        "       [100472., 100551., 100620., ...,  98386.,  98544.,  98672.],\n",
-       "       [101716., 101775., 101815., ...,  99263.,  99471.,  99650.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1478f174-8554-4885-aa8f-abc87015b3e3' class='xr-section-summary-in' type='checkbox'  ><label for='section-1478f174-8554-4885-aa8f-abc87015b3e3' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-cae83bc7-8396-48b0-bcd7-f497bea7a59d' class='xr-index-data-in' type='checkbox'/><label for='index-cae83bc7-8396-48b0-bcd7-f497bea7a59d' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "       [101716., 101775., 101815., ...,  99263.,  99471.,  99650.]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-375d4678-7165-445f-9ec3-c8e9665f26aa' class='xr-section-summary-in' type='checkbox'  ><label for='section-375d4678-7165-445f-9ec3-c8e9665f26aa' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-780ac2a6-921e-44ab-a3dc-53f3b46b602c' class='xr-index-data-in' type='checkbox'/><label for='index-780ac2a6-921e-44ab-a3dc-53f3b46b602c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
        "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
        "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
@@ -548,9 +598,9 @@
        "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
        "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-25deec41-a638-4320-8674-09a3451a7439' class='xr-index-data-in' type='checkbox'/><label for='index-25deec41-a638-4320-8674-09a3451a7439' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-2eda5838-01f8-463f-a452-794effbbeed4' class='xr-index-data-in' type='checkbox'/><label for='index-2eda5838-01f8-463f-a452-794effbbeed4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19,\n",
        "       20, 21],\n",
-       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6366bd1d-ab50-4022-a6e0-ea79672924f4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6366bd1d-ab50-4022-a6e0-ea79672924f4' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-399824d9-2946-4e24-b172-f49a7b5d5c31' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-399824d9-2946-4e24-b172-f49a7b5d5c31' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 14MB\n",
@@ -570,7 +620,7 @@
        "    pressure           (gid, time) float64 2MB 1.014e+05 1.014e+05 ... 9.965e+04"
       ]
      },
-     "execution_count": 10,
+     "execution_count": 5,
      "metadata": {},
      "output_type": "execute_result"
     }
@@ -599,9 +649,36 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Creating Zarr\n"
+     ]
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "c:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\distributed\\client.py:3362: UserWarning: Sending large graph of size 13.27 MiB.\n",
+      "This may cause some slowdown.\n",
+      "Consider loading the data with Dask directly\n",
+      " or using futures or delayed objects to embed the data into the graph without repetition.\n",
+      "See also https://docs.dask.org/en/stable/best-practices.html#load-data-with-dask for more information.\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "dataset saved to zarr store at C:\\Users\\tford\\PVDeg-Meteorological\n"
+     ]
+    }
+   ],
    "source": [
     "pvdeg.store.store(weather_ds, meta_df)"
    ]
@@ -651,9 +728,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x1d5a5158c10>]"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "import matplotlib.pyplot as plt\n",
     "\n",
@@ -662,9 +760,258 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>altitude</th>\n",
+       "      <th>Source</th>\n",
+       "      <th>wind_height</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>gid</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>49.95</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>0.5</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-7.5</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-5.5</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    latitude longitude altitude Source wind_height\n",
+       "gid                                               \n",
+       "0      49.95       1.5    176.0  PVGIS          10\n",
+       "1      51.95      -9.5    330.0  PVGIS          10\n",
+       "2      51.95      -8.5    137.0  PVGIS          10\n",
+       "3      51.95      -4.5    184.0  PVGIS          10\n",
+       "4      51.95      -3.5    160.0  PVGIS          10\n",
+       "5      51.95      -2.5     86.0  PVGIS          10\n",
+       "6      51.95      -1.5    217.0  PVGIS          10\n",
+       "7      51.95      -0.5     94.0  PVGIS          10\n",
+       "8      51.95       0.5     64.0  PVGIS          10\n",
+       "9      53.95      -9.5    119.0  PVGIS          10\n",
+       "10     53.95      -8.5    129.0  PVGIS          10\n",
+       "11     53.95      -7.5     97.0  PVGIS          10\n",
+       "12     53.95      -6.5     33.0  PVGIS          10\n",
+       "13     53.95      -2.5    136.0  PVGIS          10\n",
+       "14     53.95      -1.5    115.0  PVGIS          10\n",
+       "15     53.95      -0.5     33.0  PVGIS          10\n",
+       "16     55.95      -5.5    205.0  PVGIS          10\n",
+       "17     55.95      -4.5    248.0  PVGIS          10\n",
+       "18     55.95      -3.5    122.0  PVGIS          10\n",
+       "19     55.95      -2.5    150.0  PVGIS          10\n",
+       "20     57.95      -6.5    137.0  PVGIS          10\n",
+       "21     57.95      -4.5     59.0  PVGIS          10"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "geo_meta"
    ]
@@ -705,173 +1052,3463 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "geo_res"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "This plot lacks information on the area and does not include some political boundary lines. For more information on plotting look at the `Scenario - Non-uniform Mountain Downselect.ipynb` tutorial in the tutorials and tools folder."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pvdeg.geospatial.plot_sparse_analysis_land(geo_res, data_var='T98_0', method=\"nearest\", resolution=10j)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Growing Our Living Store\n",
-    "\n",
-    "What if we want to download more points from Europe? We can keep our old download in the store and shelve it to look at northern Europe.\n",
-    "\n",
-    "We will start by generating a range of points that cover Europe."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "lon_EU = np.arange(-25.0, 51.0, 1)  # Adjusted for EU longitudes\n",
-    "lat_EU = np.arange(34.0, 73.0, 2)    # Adjusted for EU latitudes\n",
-    "\n",
-    "# Create meshgrid for EU\n",
-    "lon_grid_EU, lat_grid_EU = np.meshgrid(lon_EU, lat_EU)\n",
-    "\n",
-    "# Check land coverage in the EU\n",
-    "land_EU = globe.is_land(lat_grid_EU, lon_grid_EU)\n",
-    "\n",
-    "# Extract land coordinates in the EU\n",
-    "lon_land_EU = lon_grid_EU[land_EU]\n",
-    "lat_land_EU = lat_grid_EU[land_EU]\n",
-    "\n",
-    "# Define the Scan grid ranges\n",
-    "lon_Scan = np.arange(-10.5, 31.6, 0.3)\n",
-    "lat_Scan = np.arange(60, 71.2, 0.3)\n",
-    "lon_grid_Scan, lat_grid_Scan = np.meshgrid(lon_Scan, lat_Scan)\n",
-    "land_Scan = globe.is_land(lat_grid_Scan, lon_grid_Scan)\n",
-    "\n",
-    "lon_land_Scan = lon_grid_Scan[land_Scan]\n",
-    "lat_land_Scan = lat_grid_Scan[land_Scan]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "plt.scatter(lon_land_EU, lat_land_EU, c='r', s=1)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "w, m, failed_gids = pvdeg.weather.weather_distributed(database=\"PVGIS\", coords=[(lat_land_EU[0], lon_land_EU[0])])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pvdeg.store.store(weather_ds=w, meta_df=m)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "loaded_weather, loaded_meta = pvdeg.store.get(group=\"PVGIS-1hr\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "loaded_meta"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "loaded_weather"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "loaded_weather.sel(gid=22).compute()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import matplotlib.pyplot as plt\n",
-    "\n",
-    "plt.plot(loaded_weather.sel(gid=0).dhi)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 19,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "wet, met = pvdeg.store.get(\"PVGIS-1hr\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 11,
    "metadata": {},
-   "outputs": [],
-   "source": [
+   "outputs": [
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+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2kB\n",
+       "Dimensions:    (latitude: 5, longitude: 12)\n",
+       "Coordinates:\n",
+       "  * latitude   (latitude) float64 40B 49.95 51.95 53.95 55.95 57.95\n",
+       "  * longitude  (longitude) float64 96B -9.5 -8.5 -7.5 -6.5 ... -1.5 -0.5 0.5 1.5\n",
+       "Data variables:\n",
+       "    T98_0      (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-ab23b540-9742-4c3c-8b3b-6a9f609a1302' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ab23b540-9742-4c3c-8b3b-6a9f609a1302' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 5</li><li><span class='xr-has-index'>longitude</span>: 12</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-4a500278-5fc1-48ef-ab84-7932e75de028' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4a500278-5fc1-48ef-ab84-7932e75de028' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>49.95 51.95 53.95 55.95 57.95</div><input id='attrs-fe66c2bf-23b3-432e-ad3e-d336f3f0238d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fe66c2bf-23b3-432e-ad3e-d336f3f0238d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aeb44d9b-86ce-4f17-bd4f-97fd66209e2e' class='xr-var-data-in' type='checkbox'><label for='data-aeb44d9b-86ce-4f17-bd4f-97fd66209e2e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([49.95, 51.95, 53.95, 55.95, 57.95])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-9.5 -8.5 -7.5 ... -0.5 0.5 1.5</div><input id='attrs-f14b5b24-6aba-427b-8ef4-4cb3fe346774' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f14b5b24-6aba-427b-8ef4-4cb3fe346774' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cf34dd89-4006-4ef2-b276-187505279e7c' class='xr-var-data-in' type='checkbox'><label for='data-cf34dd89-4006-4ef2-b276-187505279e7c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5,  0.5,  1.5])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-557a4f6e-5a35-41a0-8f2d-afd187f3b9af' class='xr-section-summary-in' type='checkbox'  checked><label for='section-557a4f6e-5a35-41a0-8f2d-afd187f3b9af' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-c829afd4-3c3d-481e-a264-30bdb125b5c4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c829afd4-3c3d-481e-a264-30bdb125b5c4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6a6bd3fb-2a45-4fa5-bbd3-ded59243500b' class='xr-var-data-in' type='checkbox'><label for='data-6a6bd3fb-2a45-4fa5-bbd3-ded59243500b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
+       "                nan,         nan,         nan,         nan,         nan,\n",
+       "                nan, 60.95253061],\n",
+       "       [56.59512555, 53.07034099,         nan,         nan,         nan,\n",
+       "        53.20526103, 60.83555564, 59.5257354 , 57.95346809, 57.18719914,\n",
+       "        54.21177014,         nan],\n",
+       "       [51.0985667 , 48.68402644, 51.01251063, 53.88405413,         nan,\n",
+       "                nan,         nan, 53.63165841, 56.10903587, 56.31863402,\n",
+       "                nan,         nan],\n",
+       "       [        nan,         nan,         nan,         nan, 45.97509778,\n",
+       "        50.89323047, 53.94845641, 50.27927675,         nan,         nan,\n",
+       "                nan,         nan],\n",
+       "       [        nan,         nan,         nan, 50.39325135,         nan,\n",
+       "        51.69074735,         nan,         nan,         nan,         nan,\n",
+       "                nan,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-1c906823-c220-4137-9a63-bfd3c63e4fd7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1c906823-c220-4137-9a63-bfd3c63e4fd7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6490ec4d-83d0-449f-89db-a32f6ab828ca' class='xr-var-data-in' type='checkbox'><label for='data-6490ec4d-83d0-449f-89db-a32f6ab828ca' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, nan, nan, nan, nan, nan, nan, nan, nan,  0.],\n",
+       "       [ 0.,  0., nan, nan, nan,  0.,  0.,  0.,  0.,  0.,  0., nan],\n",
+       "       [ 0.,  0.,  0.,  0., nan, nan, nan,  0.,  0.,  0., nan, nan],\n",
+       "       [nan, nan, nan, nan,  0.,  0.,  0.,  0., nan, nan, nan, nan],\n",
+       "       [nan, nan, nan,  0., nan,  0., nan, nan, nan, nan, nan, nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-bde46b1e-df73-4e11-85a1-696f65133b08' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bde46b1e-df73-4e11-85a1-696f65133b08' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f08e5b50-527a-462a-8c0e-612a266f2489' class='xr-var-data-in' type='checkbox'><label for='data-f08e5b50-527a-462a-8c0e-612a266f2489' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan,         nan,\n",
+       "                nan,         nan,         nan,         nan,         nan,\n",
+       "                nan, 39.30022792],\n",
+       "       [36.32938828, 33.34724832,         nan,         nan,         nan,\n",
+       "        34.23649626, 38.69478788, 38.96587081, 38.75905819, 37.49147734,\n",
+       "        35.60277   ,         nan],\n",
+       "       [32.94332711, 31.10865383, 31.97285777, 34.64610402,         nan,\n",
+       "                nan,         nan, 33.34225445, 35.79763983, 36.51414057,\n",
+       "                nan,         nan],\n",
+       "       [        nan,         nan,         nan,         nan, 27.86259826,\n",
+       "        32.34353167, 34.0867343 , 30.60700131,         nan,         nan,\n",
+       "                nan,         nan],\n",
+       "       [        nan,         nan,         nan, 30.66841491,         nan,\n",
+       "        32.36587173,         nan,         nan,         nan,         nan,\n",
+       "                nan,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-84c78ccf-8d67-44f1-9092-38132438380c' class='xr-section-summary-in' type='checkbox'  ><label for='section-84c78ccf-8d67-44f1-9092-38132438380c' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-19bc9e9b-b67d-4878-ac8f-a22893b56dcb' class='xr-index-data-in' type='checkbox'/><label for='index-19bc9e9b-b67d-4878-ac8f-a22893b56dcb' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([49.95, 51.95, 53.95, 55.95, 57.95], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-1b1110a8-ab07-48dd-8423-47b4f8dd6432' class='xr-index-data-in' type='checkbox'/><label for='index-1b1110a8-ab07-48dd-8423-47b4f8dd6432' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-9.5, -8.5, -7.5, -6.5, -5.5, -4.5, -3.5, -2.5, -1.5, -0.5, 0.5, 1.5], dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3fa90b9f-58fb-4563-bb1e-012dba1b41cd' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3fa90b9f-58fb-4563-bb1e-012dba1b41cd' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 2kB\n",
+       "Dimensions:    (latitude: 5, longitude: 12)\n",
+       "Coordinates:\n",
+       "  * latitude   (latitude) float64 40B 49.95 51.95 53.95 55.95 57.95\n",
+       "  * longitude  (longitude) float64 96B -9.5 -8.5 -7.5 -6.5 ... -1.5 -0.5 0.5 1.5\n",
+       "Data variables:\n",
+       "    T98_0      (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    x          (latitude, longitude) float64 480B nan nan nan ... nan nan nan\n",
+       "    T98_inf    (latitude, longitude) float64 480B nan nan nan ... nan nan nan"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "geo_res"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This plot lacks information on the area and does not include some political boundary lines. For more information on plotting look at the `Scenario - Non-uniform Mountain Downselect.ipynb` tutorial in the tutorials and tools folder."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(<Figure size 1000x800 with 2 Axes>, <GeoAxes: >)"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis_land(geo_res, data_var='T98_0', method=\"nearest\", resolution=10j)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Growing Our Living Store\n",
+    "\n",
+    "What if we want to download more points from Europe? We can keep our old download in the store and shelve it to look at northern Europe.\n",
+    "\n",
+    "We will start by generating a range of points that cover Europe."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lon_EU = np.arange(-25.0, 51.0, 1)  # Adjusted for EU longitudes\n",
+    "lat_EU = np.arange(34.0, 73.0, 2)    # Adjusted for EU latitudes\n",
+    "\n",
+    "# Create meshgrid for EU\n",
+    "lon_grid_EU, lat_grid_EU = np.meshgrid(lon_EU, lat_EU)\n",
+    "\n",
+    "# Check land coverage in the EU\n",
+    "land_EU = globe.is_land(lat_grid_EU, lon_grid_EU)\n",
+    "\n",
+    "# Extract land coordinates in the EU\n",
+    "lon_land_EU = lon_grid_EU[land_EU]\n",
+    "lat_land_EU = lat_grid_EU[land_EU]\n",
+    "\n",
+    "# Define the Scan grid ranges\n",
+    "lon_Scan = np.arange(-10.5, 31.6, 0.3)\n",
+    "lat_Scan = np.arange(60, 71.2, 0.3)\n",
+    "lon_grid_Scan, lat_grid_Scan = np.meshgrid(lon_Scan, lat_Scan)\n",
+    "land_Scan = globe.is_land(lat_grid_Scan, lon_grid_Scan)\n",
+    "\n",
+    "lon_land_Scan = lon_grid_Scan[land_Scan]\n",
+    "lat_land_Scan = lat_grid_Scan[land_Scan]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x1d5ae475eb0>"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.scatter(lon_land_EU, lat_land_EU, c='r', s=1)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "w, m, failed_gids = pvdeg.weather.weather_distributed(database=\"PVGIS\", coords=[(lat_land_EU[0], lon_land_EU[0])])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "adding to store\n",
+      "opening store\n",
+      "add entry to dataset\n",
+      "dataset saved to zarr store at C:\\Users\\tford\\PVDeg-Meteorological\n"
+     ]
+    }
+   ],
+   "source": [
+    "pvdeg.store.store(weather_ds=w, meta_df=m)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_weather, loaded_meta = pvdeg.store.get(group=\"PVGIS-1hr\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>altitude</th>\n",
+       "      <th>Source</th>\n",
+       "      <th>wind_height</th>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>gid</th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "      <th></th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>49.95</td>\n",
+       "      <td>1.5</td>\n",
+       "      <td>176.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>330.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>184.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>160.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>0.5</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-7.5</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-5.5</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>34.0</td>\n",
+       "      <td>-6.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    latitude longitude altitude Source wind_height\n",
+       "gid                                               \n",
+       "0      49.95       1.5    176.0  PVGIS          10\n",
+       "1      51.95      -9.5    330.0  PVGIS          10\n",
+       "2      51.95      -8.5    137.0  PVGIS          10\n",
+       "3      51.95      -4.5    184.0  PVGIS          10\n",
+       "4      51.95      -3.5    160.0  PVGIS          10\n",
+       "5      51.95      -2.5     86.0  PVGIS          10\n",
+       "6      51.95      -1.5    217.0  PVGIS          10\n",
+       "7      51.95      -0.5     94.0  PVGIS          10\n",
+       "8      51.95       0.5     64.0  PVGIS          10\n",
+       "9      53.95      -9.5    119.0  PVGIS          10\n",
+       "10     53.95      -8.5    129.0  PVGIS          10\n",
+       "11     53.95      -7.5     97.0  PVGIS          10\n",
+       "12     53.95      -6.5     33.0  PVGIS          10\n",
+       "13     53.95      -2.5    136.0  PVGIS          10\n",
+       "14     53.95      -1.5    115.0  PVGIS          10\n",
+       "15     53.95      -0.5     33.0  PVGIS          10\n",
+       "16     55.95      -5.5    205.0  PVGIS          10\n",
+       "17     55.95      -4.5    248.0  PVGIS          10\n",
+       "18     55.95      -3.5    122.0  PVGIS          10\n",
+       "19     55.95      -2.5    150.0  PVGIS          10\n",
+       "20     57.95      -6.5    137.0  PVGIS          10\n",
+       "21     57.95      -4.5     59.0  PVGIS          10\n",
+       "22      34.0      -6.0    277.0  PVGIS          10"
+      ]
+     },
+     "execution_count": 18,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "loaded_meta"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "<defs>\n",
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+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
+       " */\n",
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+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
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+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
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+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
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+       ".xr-section-inline-details {\n",
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+       "  margin-bottom: 5px;\n",
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+       "\n",
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+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
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+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
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+       "}\n",
+       "\n",
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+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
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+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
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+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
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+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
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+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
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+       "\n",
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+       "}\n",
+       "\n",
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+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
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+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 15MB\n",
+       "Dimensions:            (gid: 23, time: 8760)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
+       "    IR(h)              (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dhi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dni                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    ghi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    pressure           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    temp_air           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-6b477869-e085-4e10-9236-b2d2addc1067' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6b477869-e085-4e10-9236-b2d2addc1067' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 23</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-a80861aa-32d5-4986-a7a1-e5f5db2f7d3c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-a80861aa-32d5-4986-a7a1-e5f5db2f7d3c' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 17 18 19 20 21 22</div><input id='attrs-ed3e6555-1585-445c-8898-49b40c058f2c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ed3e6555-1585-445c-8898-49b40c058f2c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-045bebc9-5b2c-439a-89d9-4c05489cdfe6' class='xr-var-data-in' type='checkbox'><label for='data-045bebc9-5b2c-439a-89d9-4c05489cdfe6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21, 22])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-96dcfa5a-8d72-41ba-9b8f-4f6447aad337' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-96dcfa5a-8d72-41ba-9b8f-4f6447aad337' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6b9fa0b4-5fba-4aac-aa12-7ed28f30ea6b' class='xr-var-data-in' type='checkbox'><label for='data-6b9fa0b4-5fba-4aac-aa12-7ed28f30ea6b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-de47cfec-2a30-4167-97ae-0be3cee6892b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-de47cfec-2a30-4167-97ae-0be3cee6892b' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-62ac916a-9548-495c-829e-ed9c7c757a93' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-62ac916a-9548-495c-829e-ed9c7c757a93' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc5cd9aa-977d-4f33-9031-eddbb046284b' class='xr-var-data-in' type='checkbox'><label for='data-dc5cd9aa-977d-4f33-9031-eddbb046284b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-99f93d7d-cc42-4051-bab6-4755e2f785f2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-99f93d7d-cc42-4051-bab6-4755e2f785f2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-74591fa6-f40e-4285-8224-67a71450acb2' class='xr-var-data-in' type='checkbox'><label for='data-74591fa6-f40e-4285-8224-67a71450acb2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-343639c2-93a3-4a9a-9d68-f6136d5b03d1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-343639c2-93a3-4a9a-9d68-f6136d5b03d1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc40ebc0-5461-430d-ad26-bcc8d713377c' class='xr-var-data-in' type='checkbox'><label for='data-dc40ebc0-5461-430d-ad26-bcc8d713377c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-b45c3517-31c0-4d1a-9677-8cfbe3800c62' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b45c3517-31c0-4d1a-9677-8cfbe3800c62' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-45036372-8703-4b37-ba74-4288899e37be' class='xr-var-data-in' type='checkbox'><label for='data-45036372-8703-4b37-ba74-4288899e37be' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-83108b23-2e41-44f3-b88f-1169d29804b2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-83108b23-2e41-44f3-b88f-1169d29804b2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-02c0e470-a69e-4e45-a48e-1fe3db829fc3' class='xr-var-data-in' type='checkbox'><label for='data-02c0e470-a69e-4e45-a48e-1fe3db829fc3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-8539617c-655b-4eb2-bc73-fb60442d127f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8539617c-655b-4eb2-bc73-fb60442d127f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a42fcc68-692f-4357-a81f-e226a7b0df25' class='xr-var-data-in' type='checkbox'><label for='data-a42fcc68-692f-4357-a81f-e226a7b0df25' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-7721334e-c7f3-46cf-b8f2-d088fd1ae873' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7721334e-c7f3-46cf-b8f2-d088fd1ae873' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9921ed82-ddc1-4436-bbdf-c91131b5eb8c' class='xr-var-data-in' type='checkbox'><label for='data-9921ed82-ddc1-4436-bbdf-c91131b5eb8c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-ab566bf4-14d7-4381-abeb-8a1adc9c3fb6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ab566bf4-14d7-4381-abeb-8a1adc9c3fb6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8dbfa918-42c2-48b1-a550-b2c2cdb611f2' class='xr-var-data-in' type='checkbox'><label for='data-8dbfa918-42c2-48b1-a550-b2c2cdb611f2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-e7920f6d-cf75-414c-aa3a-28b1c000c65b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e7920f6d-cf75-414c-aa3a-28b1c000c65b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3b115615-0053-4ee7-81b0-a633fda8bea3' class='xr-var-data-in' type='checkbox'><label for='data-3b115615-0053-4ee7-81b0-a633fda8bea3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">23</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-e3a069b9-881f-4f95-9cc3-bd3f3c4719d1' class='xr-section-summary-in' type='checkbox'  ><label for='section-e3a069b9-881f-4f95-9cc3-bd3f3c4719d1' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a5a8322b-99dc-4183-b22d-24d0d1a5b321' class='xr-index-data-in' type='checkbox'/><label for='index-a5a8322b-99dc-4183-b22d-24d0d1a5b321' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21, 22],\n",
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7f2abaf6-e360-4413-a4d1-0e8fa7beeac0' class='xr-index-data-in' type='checkbox'/><label for='index-7f2abaf6-e360-4413-a4d1-0e8fa7beeac0' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9e089dd2-2aba-40d9-ab83-1aeebbf08138' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-9e089dd2-2aba-40d9-ab83-1aeebbf08138' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
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+      "text/plain": [
+       "<xarray.Dataset> Size: 15MB\n",
+       "Dimensions:            (gid: 23, time: 8760)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
+       "    IR(h)              (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dhi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dni                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    ghi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    pressure           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    temp_air           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 19,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "loaded_weather"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [
+    {
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 701kB\n",
+       "Dimensions:            (time: 8760)\n",
+       "Coordinates:\n",
+       "    gid                int32 4B 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
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+       "    dhi                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
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+       "    relative_humidity  (time) float64 70kB 81.69 82.97 84.25 ... 79.12 80.4\n",
+       "    temp_air           (time) float64 70kB 8.03 7.1 6.17 5.23 ... 10.84 9.9 8.97\n",
+       "    wind_direction     (time) float64 70kB 165.0 164.0 163.0 ... 239.0 238.0\n",
+       "    wind_speed         (time) float64 70kB 3.02 2.75 2.47 2.2 ... 3.84 3.57 3.3</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-64396c31-6ca1-431c-bff5-46c1073c154d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-64396c31-6ca1-431c-bff5-46c1073c154d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-b29bc720-465d-4dbd-8548-29d19fa64be1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b29bc720-465d-4dbd-8548-29d19fa64be1' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>gid</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>22</div><input id='attrs-141f0ae8-130a-4074-9543-e4d749afc5d5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-141f0ae8-130a-4074-9543-e4d749afc5d5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f558e0d0-9796-46e0-9398-4304afb719b2' class='xr-var-data-in' type='checkbox'><label for='data-f558e0d0-9796-46e0-9398-4304afb719b2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(22)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-bf14a02e-138f-4079-ab4d-b4059ab445bd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bf14a02e-138f-4079-ab4d-b4059ab445bd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8259c3eb-8cce-48a7-b904-ed1ef735fffc' class='xr-var-data-in' type='checkbox'><label for='data-8259c3eb-8cce-48a7-b904-ed1ef735fffc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0a30dd3f-4fde-45b8-9f87-9cb6ebb132d8' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0a30dd3f-4fde-45b8-9f87-9cb6ebb132d8' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>290.6 286.7 282.9 ... 298.3 294.4</div><input id='attrs-f740c772-ff54-4d34-a20d-187c246044d9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f740c772-ff54-4d34-a20d-187c246044d9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d9fb701-7e18-46cc-ba61-917ededea7e2' class='xr-var-data-in' type='checkbox'><label for='data-3d9fb701-7e18-46cc-ba61-917ededea7e2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([290.56, 286.72, 282.87, ..., 302.11, 298.26, 294.41])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-e26c8022-8638-4aa9-a896-42f6bd650e3f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e26c8022-8638-4aa9-a896-42f6bd650e3f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f7068bd9-51bf-4c88-8d7e-f0fbea938000' class='xr-var-data-in' type='checkbox'><label for='data-f7068bd9-51bf-4c88-8d7e-f0fbea938000' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., ..., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-646d2f58-5305-4aa0-b19a-6cff19f6c0ba' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-646d2f58-5305-4aa0-b19a-6cff19f6c0ba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ce29392f-b471-4b14-b38a-215877ce73a5' class='xr-var-data-in' type='checkbox'><label for='data-ce29392f-b471-4b14-b38a-215877ce73a5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., ..., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-63f8973c-7a6d-4e6d-9f98-46248ba47dfe' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-63f8973c-7a6d-4e6d-9f98-46248ba47dfe' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-555ef705-6ff2-46d8-be36-cfe542d295ff' class='xr-var-data-in' type='checkbox'><label for='data-555ef705-6ff2-46d8-be36-cfe542d295ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0., 0., 0., ..., 0., 0., 0.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>9.939e+04 9.939e+04 ... 9.868e+04</div><input id='attrs-9ae8cd0c-105f-4221-b3a0-8cd0090199f4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9ae8cd0c-105f-4221-b3a0-8cd0090199f4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e943fd7a-2d27-4a35-bbd0-6c80bbc6030e' class='xr-var-data-in' type='checkbox'><label for='data-e943fd7a-2d27-4a35-bbd0-6c80bbc6030e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([99391., 99391., 99401., ..., 98636., 98665., 98675.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>81.69 82.97 84.25 ... 79.12 80.4</div><input id='attrs-31cb132c-08a9-4c2e-abf8-95b7dc95112f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-31cb132c-08a9-4c2e-abf8-95b7dc95112f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-da7ccabc-35ee-4691-873a-e7c45e476cd9' class='xr-var-data-in' type='checkbox'><label for='data-da7ccabc-35ee-4691-873a-e7c45e476cd9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([81.69, 82.97, 84.25, ..., 77.83, 79.12, 80.4 ])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>8.03 7.1 6.17 ... 10.84 9.9 8.97</div><input id='attrs-b43cc141-bf13-41d5-bb1b-8ecf75422d79' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b43cc141-bf13-41d5-bb1b-8ecf75422d79' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-60f3b078-ca73-408a-94a8-042c10588246' class='xr-var-data-in' type='checkbox'><label for='data-60f3b078-ca73-408a-94a8-042c10588246' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 8.03,  7.1 ,  6.17, ..., 10.84,  9.9 ,  8.97])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>165.0 164.0 163.0 ... 239.0 238.0</div><input id='attrs-ac776e33-b7d8-4c64-b1ef-6a6a4d208ca0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ac776e33-b7d8-4c64-b1ef-6a6a4d208ca0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b6acdcc9-a76d-4d7b-adcb-da063dcf5990' class='xr-var-data-in' type='checkbox'><label for='data-b6acdcc9-a76d-4d7b-adcb-da063dcf5990' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([165., 164., 163., ..., 242., 239., 238.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.02 2.75 2.47 ... 3.84 3.57 3.3</div><input id='attrs-ed936128-5a42-4c22-823b-aa1014368790' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ed936128-5a42-4c22-823b-aa1014368790' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99671046-6d38-4b8b-a30e-cede3108ef8a' class='xr-var-data-in' type='checkbox'><label for='data-99671046-6d38-4b8b-a30e-cede3108ef8a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([3.02, 2.75, 2.47, ..., 3.84, 3.57, 3.3 ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-aae6041b-9043-4f1d-879b-28772eb5e7b1' class='xr-section-summary-in' type='checkbox'  ><label for='section-aae6041b-9043-4f1d-879b-28772eb5e7b1' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ed68bf75-9f7b-45fd-8160-3b789465f758' class='xr-index-data-in' type='checkbox'/><label for='index-ed68bf75-9f7b-45fd-8160-3b789465f758' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c1134a5b-549a-47d8-add7-a55227ebe697' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c1134a5b-549a-47d8-add7-a55227ebe697' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 701kB\n",
+       "Dimensions:            (time: 8760)\n",
+       "Coordinates:\n",
+       "    gid                int32 4B 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
+       "    IR(h)              (time) float64 70kB 290.6 286.7 282.9 ... 298.3 294.4\n",
+       "    dhi                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
+       "    dni                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
+       "    ghi                (time) float64 70kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0\n",
+       "    pressure           (time) float64 70kB 9.939e+04 9.939e+04 ... 9.868e+04\n",
+       "    relative_humidity  (time) float64 70kB 81.69 82.97 84.25 ... 79.12 80.4\n",
+       "    temp_air           (time) float64 70kB 8.03 7.1 6.17 5.23 ... 10.84 9.9 8.97\n",
+       "    wind_direction     (time) float64 70kB 165.0 164.0 163.0 ... 239.0 238.0\n",
+       "    wind_speed         (time) float64 70kB 3.02 2.75 2.47 2.2 ... 3.84 3.57 3.3"
+      ]
+     },
+     "execution_count": 20,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "loaded_weather.sel(gid=22).compute()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x1d5a5157250>]"
+      ]
+     },
+     "execution_count": 21,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.plot(loaded_weather.sel(gid=0).dhi)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "wet, met = pvdeg.store.get(\"PVGIS-1hr\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
+       " */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
+       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 15MB\n",
+       "Dimensions:            (gid: 23, time: 8760)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
+       "    IR(h)              (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dhi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    dni                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    ghi                (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    pressure           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    temp_air           (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-f0e3de70-fb9f-447a-ab91-d4233c84e83f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f0e3de70-fb9f-447a-ab91-d4233c84e83f' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 23</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-cb0f25bc-cd76-4ce4-9865-04d5cfecd038' class='xr-section-summary-in' type='checkbox'  checked><label for='section-cb0f25bc-cd76-4ce4-9865-04d5cfecd038' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 ... 17 18 19 20 21 22</div><input id='attrs-07c95d41-ce72-4a50-8f3e-5456328e6002' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-07c95d41-ce72-4a50-8f3e-5456328e6002' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0c6ec712-0130-4ef7-9e1d-ae65115452e2' class='xr-var-data-in' type='checkbox'><label for='data-0c6ec712-0130-4ef7-9e1d-ae65115452e2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21, 22])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-f4276138-574f-4f59-bb80-d570f02791fb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f4276138-574f-4f59-bb80-d570f02791fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f2cf158f-316e-43ae-99d8-9d59a952b025' class='xr-var-data-in' type='checkbox'><label for='data-f2cf158f-316e-43ae-99d8-9d59a952b025' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6533b13f-3c99-4c90-a4e8-687ca3856fe2' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6533b13f-3c99-4c90-a4e8-687ca3856fe2' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-6acb4fc7-446f-4def-a0b4-99186f9e9442' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6acb4fc7-446f-4def-a0b4-99186f9e9442' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-597dde8e-dd78-4241-bf27-9d1ba3f0081a' class='xr-var-data-in' type='checkbox'><label for='data-597dde8e-dd78-4241-bf27-9d1ba3f0081a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-2a20cc81-2aad-411b-b02e-6c46b46b9034' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2a20cc81-2aad-411b-b02e-6c46b46b9034' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-30a778cd-6420-4fd0-bb97-a7756d6de4d2' class='xr-var-data-in' type='checkbox'><label for='data-30a778cd-6420-4fd0-bb97-a7756d6de4d2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-1e9af84b-de26-49c0-be04-3b1547a00b6e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1e9af84b-de26-49c0-be04-3b1547a00b6e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-171f311b-8061-464a-b916-32d7ccc7e771' class='xr-var-data-in' type='checkbox'><label for='data-171f311b-8061-464a-b916-32d7ccc7e771' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-e9187e9c-87b4-4704-aa07-557f4b933be0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e9187e9c-87b4-4704-aa07-557f4b933be0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f50bc416-7ff2-4056-924a-0a433661aad5' class='xr-var-data-in' type='checkbox'><label for='data-f50bc416-7ff2-4056-924a-0a433661aad5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-225ec819-44db-4de0-b11e-7728b3a1310f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-225ec819-44db-4de0-b11e-7728b3a1310f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8e91544a-4172-4ec4-b085-13b1e4f6c9eb' class='xr-var-data-in' type='checkbox'><label for='data-8e91544a-4172-4ec4-b085-13b1e4f6c9eb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"24\" x2=\"120\" y2=\"24\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "\n",
+       "  <!-- Text -->\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-c7da4f96-4a3e-48f9-8ab0-7babf2d613ea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c7da4f96-4a3e-48f9-8ab0-7babf2d613ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e60090e6-463a-4192-8d34-a7324e629d1e' class='xr-var-data-in' type='checkbox'><label for='data-e60090e6-463a-4192-8d34-a7324e629d1e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-7a2205e8-32c2-4262-98be-db852f8db0c6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7a2205e8-32c2-4262-98be-db852f8db0c6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ba39f3b6-5fa0-4d11-beb2-9aa164d49869' class='xr-var-data-in' type='checkbox'><label for='data-ba39f3b6-5fa0-4d11-beb2-9aa164d49869' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-dca3daf3-f4c7-4f6f-a356-76120df26829' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dca3daf3-f4c7-4f6f-a356-76120df26829' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d7f52968-0b4f-492e-84a8-76b3ac591201' class='xr-var-data-in' type='checkbox'><label for='data-d7f52968-0b4f-492e-84a8-76b3ac591201' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(22, 8760), meta=np.ndarray&gt;</div><input id='attrs-a12390fb-7963-4ba5-b91a-f9d2c658e2aa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a12390fb-7963-4ba5-b91a-f9d2c658e2aa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef788946-2d66-4668-94ea-0260b7647b67' class='xr-var-data-in' type='checkbox'><label for='data-ef788946-2d66-4668-94ea-0260b7647b67' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.54 MiB </td>\n",
+       "                        <td> 1.47 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (23, 8760) </td>\n",
+       "                        <td> (22, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 2 chunks in 2 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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+       "                </tbody>\n",
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+       "        </td>\n",
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+       "\n",
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+       "\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-a37b834d-fab7-432d-9c9e-48c052768af1' class='xr-section-summary-in' type='checkbox'  ><label for='section-a37b834d-fab7-432d-9c9e-48c052768af1' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-df5ebb5e-4f78-4f70-a2de-178510bec0a4' class='xr-index-data-in' type='checkbox'/><label for='index-df5ebb5e-4f78-4f70-a2de-178510bec0a4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16, 17,\n",
+       "       18, 19, 20, 21, 22],\n",
+       "      dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e42e3b46-82f2-4972-809b-67709886c09f' class='xr-index-data-in' type='checkbox'/><label for='index-e42e3b46-82f2-4972-809b-67709886c09f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-d5449f4a-003e-4e56-89a2-ac3c9d9d90d9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d5449f4a-003e-4e56-89a2-ac3c9d9d90d9' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 15MB\n",
+       "Dimensions:            (gid: 23, time: 8760)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int32 92B 0 1 2 3 4 5 6 7 ... 16 17 18 19 20 21 22\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "Data variables:\n",
+       "    IR(h)              (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dhi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    dni                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    ghi                (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    pressure           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    relative_humidity  (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    temp_air           (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_direction     (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>\n",
+       "    wind_speed         (gid, time) float64 2MB dask.array<chunksize=(22, 8760), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 23,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
     "wet"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 24,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "      <th></th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>altitude</th>\n",
+       "      <th>Source</th>\n",
+       "      <th>wind_height</th>\n",
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+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
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+       "    <tr>\n",
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+       "      <td>51.95</td>\n",
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+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
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+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>51.95</td>\n",
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+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>5</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>86.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>6</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>217.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>7</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>94.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>8</th>\n",
+       "      <td>51.95</td>\n",
+       "      <td>0.5</td>\n",
+       "      <td>64.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>9</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-9.5</td>\n",
+       "      <td>119.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>10</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-8.5</td>\n",
+       "      <td>129.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
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+       "    <tr>\n",
+       "      <th>11</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-7.5</td>\n",
+       "      <td>97.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
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+       "    <tr>\n",
+       "      <th>12</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
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+       "    <tr>\n",
+       "      <th>13</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>136.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>14</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-1.5</td>\n",
+       "      <td>115.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>15</th>\n",
+       "      <td>53.95</td>\n",
+       "      <td>-0.5</td>\n",
+       "      <td>33.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>16</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-5.5</td>\n",
+       "      <td>205.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>17</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>248.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>18</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-3.5</td>\n",
+       "      <td>122.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>19</th>\n",
+       "      <td>55.95</td>\n",
+       "      <td>-2.5</td>\n",
+       "      <td>150.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>20</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-6.5</td>\n",
+       "      <td>137.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>21</th>\n",
+       "      <td>57.95</td>\n",
+       "      <td>-4.5</td>\n",
+       "      <td>59.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>22</th>\n",
+       "      <td>34.0</td>\n",
+       "      <td>-6.0</td>\n",
+       "      <td>277.0</td>\n",
+       "      <td>PVGIS</td>\n",
+       "      <td>10</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "    latitude longitude altitude Source wind_height\n",
+       "gid                                               \n",
+       "0      49.95       1.5    176.0  PVGIS          10\n",
+       "1      51.95      -9.5    330.0  PVGIS          10\n",
+       "2      51.95      -8.5    137.0  PVGIS          10\n",
+       "3      51.95      -4.5    184.0  PVGIS          10\n",
+       "4      51.95      -3.5    160.0  PVGIS          10\n",
+       "5      51.95      -2.5     86.0  PVGIS          10\n",
+       "6      51.95      -1.5    217.0  PVGIS          10\n",
+       "7      51.95      -0.5     94.0  PVGIS          10\n",
+       "8      51.95       0.5     64.0  PVGIS          10\n",
+       "9      53.95      -9.5    119.0  PVGIS          10\n",
+       "10     53.95      -8.5    129.0  PVGIS          10\n",
+       "11     53.95      -7.5     97.0  PVGIS          10\n",
+       "12     53.95      -6.5     33.0  PVGIS          10\n",
+       "13     53.95      -2.5    136.0  PVGIS          10\n",
+       "14     53.95      -1.5    115.0  PVGIS          10\n",
+       "15     53.95      -0.5     33.0  PVGIS          10\n",
+       "16     55.95      -5.5    205.0  PVGIS          10\n",
+       "17     55.95      -4.5    248.0  PVGIS          10\n",
+       "18     55.95      -3.5    122.0  PVGIS          10\n",
+       "19     55.95      -2.5    150.0  PVGIS          10\n",
+       "20     57.95      -6.5    137.0  PVGIS          10\n",
+       "21     57.95      -4.5     59.0  PVGIS          10\n",
+       "22      34.0      -6.0    277.0  PVGIS          10"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "loaded_meta"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 25,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -892,9 +4529,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 26,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(<Figure size 1000x800 with 2 Axes>, <GeoAxes: >)"
+      ]
+     },
+     "execution_count": 26,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "pvdeg.geospatial.plot_sparse_analysis_land(loaded_geo_res, data_var=\"T98_inf\")"
    ]

From 1c95743e953630b7702bb3d42d39215222c7c701 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Wed, 30 Oct 2024 21:56:19 -0600
Subject: [PATCH 059/109] NSRDB parallel API calls :)

---
 pvdeg/store.py                       |    2 -
 pvdeg/weather.py                     |   82 +-
 scripts/load_nsrdb_distributed.ipynb | 1485 +++++++++++++++++++++++++-
 3 files changed, 1455 insertions(+), 114 deletions(-)

diff --git a/pvdeg/store.py b/pvdeg/store.py
index 7875aa2b..cc7644fa 100644
--- a/pvdeg/store.py
+++ b/pvdeg/store.py
@@ -6,8 +6,6 @@
 import zarr
 import os
 
-from pvdeg.weather import pvgis_hourly_empty_weather_ds
-
 from pvdeg import METOROLOGICAL_DOWNLOAD_PATH
 
 def get(group):
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index f3051e21..a567869d 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -1034,7 +1034,13 @@ def _weather_distributed_vec(
     return weather_ds, meta_dict, None 
 
 
-def emtpy_weather_ds(gids_size, periodicity, database):
+# THE NSRDB shapes could be moved to their own definition
+# organization style question?
+def emtpy_weather_ds(
+    gids_size, 
+    periodicity, 
+    database
+    )->xr.Dataset:
     """
     Create an empty weather dataframe for generalized input.
     
@@ -1060,8 +1066,7 @@ def emtpy_weather_ds(gids_size, periodicity, database):
 
     import dask.array as da
 
-    # pvgis default shapes
-    shapes = {
+    pvgis_shapes = {
         "temp_air": ("gid", "time"),
         "relative_humidity": ("gid", "time"),
         "ghi": ("gid", "time"),
@@ -1073,15 +1078,22 @@ def emtpy_weather_ds(gids_size, periodicity, database):
         "pressure": ("gid", "time"),
     }
 
-    # additional results from NSRDB
-    nsrdb_extra_shapes = {
+    nsrdb_shapes = {
         'Year': ("gid", "time"), 
         'Month': ("gid", "time"), 
         'Day': ("gid", "time"), 
         'Hour': ("gid", "time"), 
         'Minute': ("gid", "time"), 
+        'temp_air':("gid", "time"), 
         'dew_point': ("gid", "time"), 
-        'albedo': ("gid", "time")
+        'dhi': ("gid", "time"), 
+        'dni': ("gid", "time"), 
+        'ghi': ("gid", "time"), 
+        'albedo': ("gid", "time"),
+        'pressure': ("gid", "time"), 
+        'wind_direction': ("gid", "time"), 
+        'wind_speed' : ("gid", "time"),    
+        'relative_humidity': ("gid", "time"), 
     }
 
     attrs = {}
@@ -1091,63 +1103,20 @@ def emtpy_weather_ds(gids_size, periodicity, database):
     dims_size = {'time': TIME_PERIODICITY_MAP[periodicity], 'gid': gids_size}
 
     if database == "NSRDB" or database == "PSM3":
-        shapes = shapes | nsrdb_extra_shapes
-    
-    weather_ds = xr.Dataset(
-        data_vars={
-            var: (dim, da.empty([dims_size[d] for d in dim]), attrs.get(var))
-            for var, dim in shapes.items()
-        },
-        coords={'time': pd.date_range("2022-01-01", freq=periodicity, periods=TIME_PERIODICITY_MAP[periodicity]),
-                'gid': np.linspace(0, gids_size-1, gids_size, dtype=int)},
-        attrs=global_attrs,
-    )
-
-    return weather_ds
-
-
-
-def pvgis_hourly_empty_weather_ds(gids_size):
-    """
-    Create an empty weather dataset for pvgis hourly TMY data
-    
-    Parameters 
-    ----------
-    gids_size: int
-        number of gids, equivalent to number of unique locations
-
-    Returns
-    -------
-    weather_ds: xarray.Dataset
-        Weather dataset of the same format/shapes given by a `pvdeg.weather.get` geospatial call or `pvdeg.weather.weather_distributed` call or `GeosptialScenario.get_geospatial_data`.
-    """
-    import dask.array as da
-
-
-
-    shapes = {
-        "temp_air": ("gid", "time"),
-        "relative_humidity": ("gid", "time"),
-        "ghi": ("gid", "time"),
-        "dni": ("gid", "time"),
-        "dhi": ("gid", "time"),
-        "IR(h)": ("gid", "time"),
-        "wind_speed": ("gid", "time"),
-        "wind_direction": ("gid", "time"),
-        "pressure": ("gid", "time"),
-    }
-    attrs = {}
-    global_attrs = {}
+        # shapes = shapes | nsrdb_extra_shapes
+        shapes = nsrdb_shapes
+    elif database == "PVGIS":
+        shapes = pvgis_shapes
+    else:
+        raise ValueError(f"database must be PVGIS, NSRDB, PSM3 not {database}")
 
-    dims = {'gid', 'time'}
-    dims_size = {'time': 8760, 'gid': gids_size}
 
     weather_ds = xr.Dataset(
         data_vars={
             var: (dim, da.empty([dims_size[d] for d in dim]), attrs.get(var))
             for var, dim in shapes.items()
         },
-        coords={'time': pd.date_range("2022-01-01", freq="h", periods=365 * 24),
+        coords={'time': pd.date_range("2022-01-01", freq=periodicity, periods=TIME_PERIODICITY_MAP[periodicity]),
                 'gid': np.linspace(0, gids_size-1, gids_size, dtype=int)},
         attrs=global_attrs,
     )
@@ -1162,6 +1131,7 @@ def pvgis_hourly_empty_weather_ds(gids_size):
 
 # TODO: implement rate throttling so we do not make too many requests. 
 # TODO: multiple API keys to get around NSRDB key rate limit. 2 key, email pairs means twice the speed ;)
+# TODO: this overwrites NSRDB GIDS when database == "PSM3"
 def weather_distributed(
     database: str, 
     coords: list[tuple], 
diff --git a/scripts/load_nsrdb_distributed.ipynb b/scripts/load_nsrdb_distributed.ipynb
index b959886e..2a3639b6 100644
--- a/scripts/load_nsrdb_distributed.ipynb
+++ b/scripts/load_nsrdb_distributed.ipynb
@@ -6,26 +6,71 @@
    "metadata": {},
    "outputs": [],
    "source": [
+    "from dask.distributed import LocalCluster, Client\n",
+    "from dotenv import load_dotenv\n",
     "import pvdeg\n",
-    "import os\n",
-    "from dotenv import load_dotenv"
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Setting Up\n",
+    "\n",
+    "As in [load_pvgis_distributed.ipynb](./load_pvgis_distributed.ipynb) we need to get ready to make our parallelized API calls. The notebook linked here goes through the process in more detail but we need to import our API key and email. This cell will not work for you unless you replace the `api_key` and `email` with your personal NSRDB api keys. [REQUEST A KEY](https://developer.nrel.gov/signup/).\n",
+    "\n",
+    "We also need to initalize a dask client. `pvdeg.weather.weather_distributed` will not work without it. It will fail silently and not populate and of the results in the resulting `weather_ds` called `geo_weather` in the example below. It is hard to recognize that this has occured so be careful. Make sure to initialize a dask client first. Visiting the link takes you to a daskboard that shows what dask is doing."
    ]
   },
   {
    "cell_type": "code",
    "execution_count": 2,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "http://127.0.0.1:8787/status\n"
+     ]
+    }
+   ],
    "source": [
     "load_dotenv()\n",
     "\n",
-    "api_key = os.getenv(\"API_KEY\")\n",
-    "email = os.getenv(\"EMAIL\")"
+    "### REPLACE WITH YOUR API KEY AND EMAIL ###\n",
+    "api_key = os.getenv(\"api_key\")\n",
+    "email = os.getenv(\"email\")\n",
+    "###########################################\n",
+    "\n",
+    "workers = 4\n",
+    "\n",
+    "cluster = LocalCluster(\n",
+    "    n_workers=workers,\n",
+    "    processes=True, \n",
+    "    )\n",
+    "\n",
+    "client = Client(cluster)\n",
+    "\n",
+    "print(\"Daskboard link\")\n",
+    "print(client.dashboard_link)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Requesting Weather\n",
+    "\n",
+    "As with the other script [load_pvgis_distributed.ipynb](./load_pvgis_distributed.ipynb). We will create a list of tuple (latitude, longitude) pairs and call the function on all of them at once. failed will represent a list of failed gids, unique location ID's that correspond to points in space on the NSRDB. These are different than on PVGIS where they are arbitrary indexes that do NOT correspond to a spatial location on earth.\n",
+    "\n",
+    "We will request \"PSM3\" data from the Physical Solar Model that represents a typical meteorological year (TMY) from the NSRDB. We will have to supply the api key and email from above here. Refer to the linked script to see this in further detail. The only difference between the scripts, lies in the NSRDB/PSM3 data requiring Api keys."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -37,9 +82,20 @@
     "geo_weather, geo_meta, failed = pvdeg.weather.weather_distributed(database=\"PSM3\", coords=coords, api_key=api_key, email=email)"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Viewing Results\n",
+    "\n",
+    "Same as in the other tutorial, our results are stored in an xarray dataset with a dask backend so you will have to use `.compute()` on the dataset to inspect the individual values of the dask arrays. \n",
+    "\n",
+    "Click on the `Data variables` dropdown to expand the dataset viewer."
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
@@ -409,33 +465,853 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 701kB\n",
-       "Dimensions:            (time: 8760)\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
+       "Dimensions:            (gid: 2, time: 8760)\n",
        "Coordinates:\n",
        "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
-       "    gid                int32 4B 0\n",
-       "Data variables:\n",
-       "    temp_air           (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    relative_humidity  (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    ghi                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    dni                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    dhi                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    IR(h)              (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    wind_speed         (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    wind_direction     (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    pressure           (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7e1bc2eb-74e3-4995-b124-606a07fa1f88' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7e1bc2eb-74e3-4995-b124-606a07fa1f88' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-df984e6c-290b-4168-8b1d-4cb9677c2a14' class='xr-section-summary-in' type='checkbox'  checked><label for='section-df984e6c-290b-4168-8b1d-4cb9677c2a14' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-6d7b7151-eb92-41b0-964e-4f17c800119f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6d7b7151-eb92-41b0-964e-4f17c800119f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d0090c9d-c79b-4067-9ca9-ec1c97eadf70' class='xr-var-data-in' type='checkbox'><label for='data-d0090c9d-c79b-4067-9ca9-ec1c97eadf70' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "  * gid                (gid) int32 8B 0 1\n",
+       "Data variables: (12/15)\n",
+       "    Year               (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    Month              (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    Day                (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    Hour               (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    Minute             (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    temp_air           (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    ...                 ...\n",
+       "    ghi                (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    albedo             (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    pressure           (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    wind_direction     (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    wind_speed         (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;\n",
+       "    relative_humidity  (gid, time) float64 140kB dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-4cef1676-3db6-406e-8fd2-f233c985e6bb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4cef1676-3db6-406e-8fd2-f233c985e6bb' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 2</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-f1755f53-ec38-4309-82af-72a00fb3066f' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f1755f53-ec38-4309-82af-72a00fb3066f' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-492c1612-bb63-4745-a6d6-17c3229a10c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-492c1612-bb63-4745-a6d6-17c3229a10c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-72f21797-716d-4c41-a55b-aff8f571d072' class='xr-var-data-in' type='checkbox'><label for='data-72f21797-716d-4c41-a55b-aff8f571d072' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>gid</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0</div><input id='attrs-a6195c88-d004-4611-bc28-4966ab2dede9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a6195c88-d004-4611-bc28-4966ab2dede9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cca22424-92b5-4801-9659-6448dc45729a' class='xr-var-data-in' type='checkbox'><label for='data-cca22424-92b5-4801-9659-6448dc45729a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(0)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6e4e173f-3755-410e-a53d-7188341671df' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6e4e173f-3755-410e-a53d-7188341671df' class='xr-section-summary' >Data variables: <span>(9)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-81942f73-86ff-4bdf-b877-56c818c1ab0c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-81942f73-86ff-4bdf-b877-56c818c1ab0c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a79b878c-c7cb-41a2-ae23-934d67258af8' class='xr-var-data-in' type='checkbox'><label for='data-a79b878c-c7cb-41a2-ae23-934d67258af8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
-       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-3bf6f3a1-4595-4577-92e9-700f0f6ee86f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3bf6f3a1-4595-4577-92e9-700f0f6ee86f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-44221279-a5a0-4d13-b92f-ac3705bc1f68' class='xr-var-data-in' type='checkbox'><label for='data-44221279-a5a0-4d13-b92f-ac3705bc1f68' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
-       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-6730767b-5acb-4742-a7d1-43317094f182' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6730767b-5acb-4742-a7d1-43317094f182' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0777e6cc-47bb-4d1c-8ed7-3d2375d9bcec' class='xr-var-data-in' type='checkbox'><label for='data-0777e6cc-47bb-4d1c-8ed7-3d2375d9bcec' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
-       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-ae4639f7-f839-4ef7-afc1-510e83aea11e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ae4639f7-f839-4ef7-afc1-510e83aea11e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dc7e58ad-a1ed-4085-9597-ef2fefb025c6' class='xr-var-data-in' type='checkbox'><label for='data-dc7e58ad-a1ed-4085-9597-ef2fefb025c6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
-       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-204afe08-6ab9-429d-b42f-61b1a97eb2ea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-204afe08-6ab9-429d-b42f-61b1a97eb2ea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a093973-8fef-4823-88a9-a78e082a3595' class='xr-var-data-in' type='checkbox'><label for='data-8a093973-8fef-4823-88a9-a78e082a3595' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
-       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>IR(h)</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-f48ca446-87e5-4f45-9381-643e0aace245' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f48ca446-87e5-4f45-9381-643e0aace245' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-eb79c64a-9a11-4418-84f0-c350b779bd10' class='xr-var-data-in' type='checkbox'><label for='data-eb79c64a-9a11-4418-84f0-c350b779bd10' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
-       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-0bda02be-9706-4334-8a20-4e56030b7e39' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0bda02be-9706-4334-8a20-4e56030b7e39' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fd8ab51f-e349-4378-8bf3-96dd7dd55bbe' class='xr-var-data-in' type='checkbox'><label for='data-fd8ab51f-e349-4378-8bf3-96dd7dd55bbe' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
-       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-a2d8d358-ac5c-4ed9-b276-0e409f38b33a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a2d8d358-ac5c-4ed9-b276-0e409f38b33a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6011c518-84e0-46d5-8713-bdfc143bdf78' class='xr-var-data-in' type='checkbox'><label for='data-6011c518-84e0-46d5-8713-bdfc143bdf78' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
-       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.366e-314 ... 6.366e-314</div><input id='attrs-2dccd1b6-5bf7-42a5-8bed-6546da92280e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2dccd1b6-5bf7-42a5-8bed-6546da92280e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63b1e24d-49dc-482c-bb32-d3d44a1c56b6' class='xr-var-data-in' type='checkbox'><label for='data-63b1e24d-49dc-482c-bb32-d3d44a1c56b6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([6.36598737e-314, 6.36598737e-314, 6.36598737e-314, ...,\n",
-       "       6.36598737e-314, 6.36598737e-314, 6.36598737e-314])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-327358f1-37cd-46a1-8780-484449984de1' class='xr-section-summary-in' type='checkbox'  ><label for='section-327358f1-37cd-46a1-8780-484449984de1' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-14e3c91c-f447-4727-aa4e-1287430d2bb4' class='xr-index-data-in' type='checkbox'/><label for='index-14e3c91c-f447-4727-aa4e-1287430d2bb4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1</div><input id='attrs-02413340-803a-4a38-ae6f-e44aff9f6b67' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-02413340-803a-4a38-ae6f-e44aff9f6b67' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-affe6f91-e36e-469b-9d9d-cfc5749a10e6' class='xr-var-data-in' type='checkbox'><label for='data-affe6f91-e36e-469b-9d9d-cfc5749a10e6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-57fe6f99-5d83-426d-a4e5-ebc0ad48eeec' class='xr-section-summary-in' type='checkbox'  ><label for='section-57fe6f99-5d83-426d-a4e5-ebc0ad48eeec' class='xr-section-summary' >Data variables: <span>(15)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>Year</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-a842e79d-7475-43f9-ad8d-fceb7946b981' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a842e79d-7475-43f9-ad8d-fceb7946b981' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8467d3f0-986d-41b4-a31a-daa395101739' class='xr-var-data-in' type='checkbox'><label for='data-8467d3f0-986d-41b4-a31a-daa395101739' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Month</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-542639a4-1a01-42ef-a697-bb58cde2077b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-542639a4-1a01-42ef-a697-bb58cde2077b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de88e0dc-3fe4-4061-95e4-2e9e542b81a9' class='xr-var-data-in' type='checkbox'><label for='data-de88e0dc-3fe4-4061-95e4-2e9e542b81a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Day</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-0cc0c2a5-e4d9-4585-a0c6-0420a7b4419d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0cc0c2a5-e4d9-4585-a0c6-0420a7b4419d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35ce87ad-4c4c-407f-aaad-87ebd992b5c4' class='xr-var-data-in' type='checkbox'><label for='data-35ce87ad-4c4c-407f-aaad-87ebd992b5c4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Hour</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-6607bc53-e530-4683-a271-e2aa0b3c5a04' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6607bc53-e530-4683-a271-e2aa0b3c5a04' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ce363099-50b3-419b-8aa1-3fff071d18c5' class='xr-var-data-in' type='checkbox'><label for='data-ce363099-50b3-419b-8aa1-3fff071d18c5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Minute</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-eae32a8b-ff4c-4562-a4e8-a224e7e554fb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-eae32a8b-ff4c-4562-a4e8-a224e7e554fb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e4356913-aa4c-4dd8-9aa5-220f94b7a46d' class='xr-var-data-in' type='checkbox'><label for='data-e4356913-aa4c-4dd8-9aa5-220f94b7a46d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-575efb0b-9ef2-4907-9c74-42725207eace' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-575efb0b-9ef2-4907-9c74-42725207eace' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b97ad61e-4c31-4907-87e3-55287be9ac9b' class='xr-var-data-in' type='checkbox'><label for='data-b97ad61e-4c31-4907-87e3-55287be9ac9b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dew_point</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-60496a9d-51ab-4537-a277-a75eaf623d39' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-60496a9d-51ab-4537-a277-a75eaf623d39' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-baea55e5-b8e3-4b3d-8f0e-3454a94160f3' class='xr-var-data-in' type='checkbox'><label for='data-baea55e5-b8e3-4b3d-8f0e-3454a94160f3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-37899e94-81b4-4472-8a0b-46619699d4c3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-37899e94-81b4-4472-8a0b-46619699d4c3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-87da4104-941f-4f6e-aa7c-c1a8c8275ce0' class='xr-var-data-in' type='checkbox'><label for='data-87da4104-941f-4f6e-aa7c-c1a8c8275ce0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-8992161a-7034-4887-bfab-7a06b0896660' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8992161a-7034-4887-bfab-7a06b0896660' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3d921436-859b-43c2-b6bb-8fac910fbeb4' class='xr-var-data-in' type='checkbox'><label for='data-3d921436-859b-43c2-b6bb-8fac910fbeb4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
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+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-460f8b5f-5e62-4879-829c-075fa237f19b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-460f8b5f-5e62-4879-829c-075fa237f19b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70e18652-7ed6-47d1-a045-be5b81709169' class='xr-var-data-in' type='checkbox'><label for='data-70e18652-7ed6-47d1-a045-be5b81709169' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "\n",
+       "  <!-- Text -->\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>albedo</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-29698249-d0e4-4070-8f40-64db62947724' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-29698249-d0e4-4070-8f40-64db62947724' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25a1ec9a-ba67-4e53-b7c1-870c17bc6cc4' class='xr-var-data-in' type='checkbox'><label for='data-25a1ec9a-ba67-4e53-b7c1-870c17bc6cc4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-1ce0f6f2-3a9e-44ad-8c7e-9a5639fe2200' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1ce0f6f2-3a9e-44ad-8c7e-9a5639fe2200' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0e1778c8-00d1-462b-97a2-6bf6c7765a7e' class='xr-var-data-in' type='checkbox'><label for='data-0e1778c8-00d1-462b-97a2-6bf6c7765a7e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-171b055a-5d65-4d60-999b-9d56886ef264' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-171b055a-5d65-4d60-999b-9d56886ef264' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-22e138bd-d1ad-4cc3-a60e-360895386287' class='xr-var-data-in' type='checkbox'><label for='data-22e138bd-d1ad-4cc3-a60e-360895386287' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-4eee9e70-61bd-4e36-a261-95ed7e525441' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4eee9e70-61bd-4e36-a261-95ed7e525441' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a8f92fc1-a23a-4930-94a8-0ca7efca84fe' class='xr-var-data-in' type='checkbox'><label for='data-a8f92fc1-a23a-4930-94a8-0ca7efca84fe' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(2, 8760), meta=np.ndarray&gt;</div><input id='attrs-68eaf2db-6602-466e-842d-d9a4105f04ac' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-68eaf2db-6602-466e-842d-d9a4105f04ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1972d481-4a5a-4573-ab95-bc0adf4c2f8b' class='xr-var-data-in' type='checkbox'><label for='data-1972d481-4a5a-4573-ab95-bc0adf4c2f8b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                        <td> (2, 8760) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 3 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
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+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">2</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-92cf3d23-420a-4219-8e47-ae548ec007cb' class='xr-section-summary-in' type='checkbox'  ><label for='section-92cf3d23-420a-4219-8e47-ae548ec007cb' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-acc22d10-1629-4e39-871e-9e89ae4eafd8' class='xr-index-data-in' type='checkbox'/><label for='index-acc22d10-1629-4e39-871e-9e89ae4eafd8' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
        "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
        "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
@@ -446,50 +1322,547 @@
        "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
        "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7ff0cb76-d936-4578-8ffb-d5113c314933' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7ff0cb76-d936-4578-8ffb-d5113c314933' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7b43501c-d2e0-46db-9234-f83f1e63c7f0' class='xr-index-data-in' type='checkbox'/><label for='index-7b43501c-d2e0-46db-9234-f83f1e63c7f0' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1], dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ee9e642f-9f53-4114-ab3c-336484100e80' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ee9e642f-9f53-4114-ab3c-336484100e80' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
-       "<xarray.Dataset> Size: 701kB\n",
-       "Dimensions:            (time: 8760)\n",
+       "<xarray.Dataset> Size: 2MB\n",
+       "Dimensions:            (gid: 2, time: 8760)\n",
        "Coordinates:\n",
        "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
-       "    gid                int32 4B 0\n",
-       "Data variables:\n",
-       "    temp_air           (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    relative_humidity  (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    ghi                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    dni                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    dhi                (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    IR(h)              (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    wind_speed         (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    wind_direction     (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314\n",
-       "    pressure           (time) float64 70kB 6.366e-314 6.366e-314 ... 6.366e-314"
+       "  * gid                (gid) int32 8B 0 1\n",
+       "Data variables: (12/15)\n",
+       "    Year               (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    Month              (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    Day                (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    Hour               (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    Minute             (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    temp_air           (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    ...                 ...\n",
+       "    ghi                (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    albedo             (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    pressure           (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    wind_direction     (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    wind_speed         (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>\n",
+       "    relative_humidity  (gid, time) float64 140kB dask.array<chunksize=(2, 8760), meta=np.ndarray>"
       ]
      },
-     "execution_count": 13,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "geo_weather.isel(gid=0).compute()"
+    "geo_weather"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
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+       "Coordinates:\n",
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+       "    wind_direction     (gid, time) float64 140kB 94.0 93.0 92.0 ... 103.0 108.0\n",
+       "    wind_speed         (gid, time) float64 140kB 6.4 6.1 5.9 5.6 ... 7.9 7.9 7.8\n",
+       "    relative_humidity  (gid, time) float64 140kB 73.29 77.92 ... 73.29 73.29</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-821d03e5-59ff-4384-9bb8-c766a0ea50b2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-821d03e5-59ff-4384-9bb8-c766a0ea50b2' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 2</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-5631127d-f9ad-4eb0-91e3-d7f0e91fda50' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5631127d-f9ad-4eb0-91e3-d7f0e91fda50' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:00:00</div><input id='attrs-fad51449-640c-4b05-849f-be0c6fa4671e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fad51449-640c-4b05-849f-be0c6fa4671e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-674588bb-159e-40e3-9938-3423583d95e4' class='xr-var-data-in' type='checkbox'><label for='data-674588bb-159e-40e3-9938-3423583d95e4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T02:00:00.000000000&#x27;, ..., &#x27;2022-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T22:00:00.000000000&#x27;, &#x27;2022-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1</div><input id='attrs-b4583690-a3e8-4ee6-aac6-4667d4fc314c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b4583690-a3e8-4ee6-aac6-4667d4fc314c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d419de26-378c-4ec5-b79a-05721fd27801' class='xr-var-data-in' type='checkbox'><label for='data-d419de26-378c-4ec5-b79a-05721fd27801' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-7561e839-5c62-4674-862f-8300eb8263be' class='xr-section-summary-in' type='checkbox'  ><label for='section-7561e839-5c62-4674-862f-8300eb8263be' class='xr-section-summary' >Data variables: <span>(15)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>Year</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.005e+03 2.005e+03 ... 2.002e+03</div><input id='attrs-8d3324da-60d7-4a68-b4fb-7e312bf65b4c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8d3324da-60d7-4a68-b4fb-7e312bf65b4c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3dc8a0de-dd0b-486c-8c31-7a9d0d7fbdb0' class='xr-var-data-in' type='checkbox'><label for='data-3dc8a0de-dd0b-486c-8c31-7a9d0d7fbdb0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[2005., 2005., 2005., ..., 1999., 1999., 1999.],\n",
+       "       [2011., 2011., 2011., ..., 2002., 2002., 2002.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Month</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.0 1.0 1.0 1.0 ... 12.0 12.0 12.0</div><input id='attrs-2c1aa153-6518-4e7a-bd89-ceeb8d2fd12e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c1aa153-6518-4e7a-bd89-ceeb8d2fd12e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0128251a-4887-41be-b3a8-dc177d9e270d' class='xr-var-data-in' type='checkbox'><label for='data-0128251a-4887-41be-b3a8-dc177d9e270d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 1.,  1.,  1., ..., 12., 12., 12.],\n",
+       "       [ 1.,  1.,  1., ..., 12., 12., 12.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Day</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.0 1.0 1.0 1.0 ... 31.0 31.0 31.0</div><input id='attrs-28ead5e7-e9bc-44a2-be64-bb705e3bf82e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-28ead5e7-e9bc-44a2-be64-bb705e3bf82e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-82d327eb-3ec4-447b-95e0-78de3e6c19de' class='xr-var-data-in' type='checkbox'><label for='data-82d327eb-3ec4-447b-95e0-78de3e6c19de' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 1.,  1.,  1., ..., 31., 31., 31.],\n",
+       "       [ 1.,  1.,  1., ..., 31., 31., 31.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Hour</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 1.0 2.0 3.0 ... 21.0 22.0 23.0</div><input id='attrs-7ea02fbe-ebbb-408b-ac92-c7074acf6676' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7ea02fbe-ebbb-408b-ac92-c7074acf6676' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-173c8f54-b640-4eb7-8c57-a5d7ab2ec63a' class='xr-var-data-in' type='checkbox'><label for='data-173c8f54-b640-4eb7-8c57-a5d7ab2ec63a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 0.,  1.,  2., ..., 21., 22., 23.],\n",
+       "       [ 0.,  1.,  2., ..., 21., 22., 23.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>Minute</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>30.0 30.0 30.0 ... 30.0 30.0 30.0</div><input id='attrs-de714601-94ed-495d-989e-af77b1d6ecc0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-de714601-94ed-495d-989e-af77b1d6ecc0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c050b30b-f3a0-4f64-890a-94c404db2bd5' class='xr-var-data-in' type='checkbox'><label for='data-c050b30b-f3a0-4f64-890a-94c404db2bd5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[30., 30., 30., ..., 30., 30., 30.],\n",
+       "       [30., 30., 30., ..., 30., 30., 30.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>22.0 21.0 21.0 ... 22.0 22.0 22.0</div><input id='attrs-7e121c77-8888-4898-ac62-718724ab799a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7e121c77-8888-4898-ac62-718724ab799a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-691afb43-5e0b-417d-8094-375f2e69743a' class='xr-var-data-in' type='checkbox'><label for='data-691afb43-5e0b-417d-8094-375f2e69743a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[22., 21., 21., ..., 22., 22., 22.],\n",
+       "       [22., 22., 22., ..., 22., 22., 22.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dew_point</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>17.0 17.0 17.0 ... 17.0 17.0 17.0</div><input id='attrs-4b7bb17f-848b-4769-b8ac-91165d36d4ef' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4b7bb17f-848b-4769-b8ac-91165d36d4ef' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d60d27db-346b-4820-993d-e3fd655f0d11' class='xr-var-data-in' type='checkbox'><label for='data-d60d27db-346b-4820-993d-e3fd655f0d11' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[17., 17., 17., ..., 18., 18., 17.],\n",
+       "       [17., 17., 17., ..., 17., 17., 17.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-61fd887e-ad16-4292-a7e4-0e771a39cb35' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-61fd887e-ad16-4292-a7e4-0e771a39cb35' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e1310dd3-4078-41de-8aa5-5074958cdd61' class='xr-var-data-in' type='checkbox'><label for='data-e1310dd3-4078-41de-8aa5-5074958cdd61' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-6be47a2c-d4e8-4d1d-bbf3-510846677cd6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6be47a2c-d4e8-4d1d-bbf3-510846677cd6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-30af47ad-5807-4233-bdfe-e352fb9655ff' class='xr-var-data-in' type='checkbox'><label for='data-30af47ad-5807-4233-bdfe-e352fb9655ff' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0 0.0</div><input id='attrs-283dc95b-3e1e-4f12-ad1e-3503ffd38224' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-283dc95b-3e1e-4f12-ad1e-3503ffd38224' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0dd00273-1617-483e-a101-c26e8421e9e5' class='xr-var-data-in' type='checkbox'><label for='data-0dd00273-1617-483e-a101-c26e8421e9e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0., 0., 0., ..., 0., 0., 0.],\n",
+       "       [0., 0., 0., ..., 0., 0., 0.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>albedo</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.1 0.1 0.1 0.1 ... 0.01 0.01 0.01</div><input id='attrs-be7c3518-84df-4dbb-9262-2bb875980283' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-be7c3518-84df-4dbb-9262-2bb875980283' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3fcf8f72-ca37-4d68-ad98-07290fd919da' class='xr-var-data-in' type='checkbox'><label for='data-3fcf8f72-ca37-4d68-ad98-07290fd919da' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[0.1 , 0.1 , 0.1 , ..., 0.1 , 0.1 , 0.1 ],\n",
+       "       [0.01, 0.01, 0.01, ..., 0.01, 0.01, 0.01]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>pressure</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.02e+03 1.02e+03 ... 1.01e+03</div><input id='attrs-c391005e-0c58-4561-b227-eb6ef2463922' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c391005e-0c58-4561-b227-eb6ef2463922' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-19117663-461e-4200-a20a-82289f8fee26' class='xr-var-data-in' type='checkbox'><label for='data-19117663-461e-4200-a20a-82289f8fee26' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[1020., 1020., 1020., ..., 1020., 1020., 1020.],\n",
+       "       [1010., 1010., 1010., ..., 1020., 1020., 1010.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>94.0 93.0 92.0 ... 98.0 103.0 108.0</div><input id='attrs-090e7b2b-a0b0-4f34-98ac-855c0ffa6ade' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-090e7b2b-a0b0-4f34-98ac-855c0ffa6ade' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a30f91be-7d9e-4430-ae2a-edb9d7d91d16' class='xr-var-data-in' type='checkbox'><label for='data-a30f91be-7d9e-4430-ae2a-edb9d7d91d16' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[ 94.,  93.,  92., ...,  90.,  92.,  94.],\n",
+       "       [112., 114., 115., ...,  98., 103., 108.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>6.4 6.1 5.9 5.6 ... 7.7 7.9 7.9 7.8</div><input id='attrs-5a28a9d3-e7a6-4472-a3d0-75cdca204d26' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5a28a9d3-e7a6-4472-a3d0-75cdca204d26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e3b2fbf-3296-470e-b25b-9f91148f7d35' class='xr-var-data-in' type='checkbox'><label for='data-5e3b2fbf-3296-470e-b25b-9f91148f7d35' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[6.4, 6.1, 5.9, ..., 6. , 6.2, 6.4],\n",
+       "       [7.5, 7.2, 6.9, ..., 7.9, 7.9, 7.8]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(gid, time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>73.29 77.92 77.92 ... 73.29 73.29</div><input id='attrs-45ca308c-ba01-4065-a453-07186d4b6c73' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-45ca308c-ba01-4065-a453-07186d4b6c73' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08cb59f7-a807-4fa6-89cf-01732cdcfbc3' class='xr-var-data-in' type='checkbox'><label for='data-08cb59f7-a807-4fa6-89cf-01732cdcfbc3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[73.28896468, 77.91515829, 77.91515829, ..., 78.062864  ,\n",
+       "        78.062864  , 73.28896468],\n",
+       "       [73.28896468, 73.28896468, 73.28896468, ..., 73.28896468,\n",
+       "        73.28896468, 73.28896468]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b4bbbaaf-4c11-4ea0-bc71-c6dc98366174' class='xr-section-summary-in' type='checkbox'  ><label for='section-b4bbbaaf-4c11-4ea0-bc71-c6dc98366174' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e1b2040f-793d-4063-994e-a4d65ab7790a' class='xr-index-data-in' type='checkbox'/><label for='index-e1b2040f-793d-4063-994e-a4d65ab7790a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 06:00:00&#x27;, &#x27;2022-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2022-01-01 08:00:00&#x27;, &#x27;2022-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 14:00:00&#x27;, &#x27;2022-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 16:00:00&#x27;, &#x27;2022-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 18:00:00&#x27;, &#x27;2022-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c8157baf-34fc-48dd-b54b-a9aaa49fab73' class='xr-index-data-in' type='checkbox'/><label for='index-c8157baf-34fc-48dd-b54b-a9aaa49fab73' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1], dtype=&#x27;int32&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8a9d36ad-f92a-4d64-b922-f9e5fe00dc74' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8a9d36ad-f92a-4d64-b922-f9e5fe00dc74' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 2MB\n",
+       "Dimensions:            (gid: 2, time: 8760)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 70kB 2022-01-01 ... 2022-12-31T2...\n",
+       "  * gid                (gid) int32 8B 0 1\n",
+       "Data variables: (12/15)\n",
+       "    Year               (gid, time) float64 140kB 2.005e+03 ... 2.002e+03\n",
+       "    Month              (gid, time) float64 140kB 1.0 1.0 1.0 ... 12.0 12.0 12.0\n",
+       "    Day                (gid, time) float64 140kB 1.0 1.0 1.0 ... 31.0 31.0 31.0\n",
+       "    Hour               (gid, time) float64 140kB 0.0 1.0 2.0 ... 21.0 22.0 23.0\n",
+       "    Minute             (gid, time) float64 140kB 30.0 30.0 30.0 ... 30.0 30.0\n",
+       "    temp_air           (gid, time) float64 140kB 22.0 21.0 21.0 ... 22.0 22.0\n",
+       "    ...                 ...\n",
+       "    ghi                (gid, time) float64 140kB 0.0 0.0 0.0 0.0 ... 0.0 0.0 0.0\n",
+       "    albedo             (gid, time) float64 140kB 0.1 0.1 0.1 ... 0.01 0.01 0.01\n",
+       "    pressure           (gid, time) float64 140kB 1.02e+03 1.02e+03 ... 1.01e+03\n",
+       "    wind_direction     (gid, time) float64 140kB 94.0 93.0 92.0 ... 103.0 108.0\n",
+       "    wind_speed         (gid, time) float64 140kB 6.4 6.1 5.9 5.6 ... 7.9 7.9 7.8\n",
+       "    relative_humidity  (gid, time) float64 140kB 73.29 77.92 ... 73.29 73.29"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "geo_weather.compute()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Spot Check\n",
+    "\n",
+    "We can plot the entire TMY air_temperature to check that our data has loaded correctly. \n",
+    "\n",
+    "Explanation of steps\n",
+    "\n",
+    "geo_weather is our weather xarray dataset. We can index into the first entry at the 0th index by using isel (index-select). This will grab the data from the first gid. Then we pick the air temperature attribute. This can be replaced with bracket notation so `.temp_air` becomes `[\"temp_air\"]. \n",
+    "\n",
+    "This selects a single array from the dataset that is labeled as \"temp_air\". This array will be a dask array so the values will be stored out of memory, we would have to load it using `.compute()` to directly inspect it but when plotting with matplotlib it will load the array for us."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x168983bd880>]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "import matplotlib.pyplot as plt\n",
+    "\n",
+    "plt.plot(geo_weather.isel(gid=0).temp_air)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [],
    "source": [
-    "weather_arg = {\n",
-    "    'api_key': api_key,\n",
-    "    'email': email,\n",
-    "    'names': 'tmy',\n",
-    "    'attributes': [],\n",
-    "    'map_variables': True\n",
-    "}\n",
+    "### Next Steps\n",
     "\n",
-    "weather, meta = pvdeg.weather.get(database=\"PSM3\", id=(25.783388, -80.189029), **weather_arg)"
+    "Now we have data ready to use for geospatial calculations. This is shown in the other distributed script [load_pvgis_distributed.ipynb](./load_pvgis_distributed.ipynb). You can also see how to do this in [Geospatial Templates.ipynb](../tutorials_and_tools/tutorials_and_tools/Geospatial%20Templates.ipynb)"
    ]
   }
  ],

From 49232fc8d078890bcf569da8c9d1b1e6388afb0c Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Thu, 31 Oct 2024 10:57:32 -0600
Subject: [PATCH 060/109] Reorganization

---
 pvdeg/__init__.py                             |   1 +
 pvdeg/pysam.py                                | 411 ++++++++++++++++++
 pvdeg/standards.py                            | 357 ---------------
 .../tutorials_and_tools/PYSam.ipynb           |  92 ++--
 4 files changed, 455 insertions(+), 406 deletions(-)
 create mode 100644 pvdeg/pysam.py

diff --git a/pvdeg/__init__.py b/pvdeg/__init__.py
index bacca47d..1b5e9925 100644
--- a/pvdeg/__init__.py
+++ b/pvdeg/__init__.py
@@ -12,6 +12,7 @@
 from . import humidity
 from . import letid
 from . import montecarlo
+from . import pysam
 from . import scenario
 from . import spectral
 from . import symbolic
diff --git a/pvdeg/pysam.py b/pvdeg/pysam.py
new file mode 100644
index 00000000..d2900336
--- /dev/null
+++ b/pvdeg/pysam.py
@@ -0,0 +1,411 @@
+import dask.dataframe as dd
+import pandas as pd
+import json
+import sys
+import os
+
+import PySAM
+import PySAM.Pvsamv1 as pv1
+import PySAM.Pvwattsv8 as pv8
+import PySAM.Grid as Grid
+import PySAM.Utilityrate5 as UtilityRate
+import PySAM.Cashloan as Cashloan
+
+from pvdeg import (
+    weather,
+    utilities,
+)
+
+def vertical_POA(
+    weather_df,
+    meta,
+    jsonfolder='/projects/pvsoiling/pvdeg/analysis/northern_lat/jsons',
+    samjsonname='vertical',
+    weather_kwarg=None,
+):
+    """
+    Run a SAM
+
+    Parameters
+    ----------
+    weather_df : pd.DataFrame
+        Weather data for a single location.
+    meta : pd.DataFrame
+        Meta data for a single location.
+    weather_kwarg : dict
+        other variables needed to access a particular weather dataset.
+    jsonfolder : string
+        Location and base name for the json files
+
+    Returns
+    -------
+    annual_gh : float [Wh/m2/y]
+        Annual GHI
+    annual_energy : float [kWh]
+        Annual AC energy
+    lcoa_nom : float [cents/kWh]
+        LCOE Levelized cost of energy nominal
+    """
+
+   
+    parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
+    #print("weather_df KEYs", weather_df.keys())
+    #print("meta KEYs", meta.keys())
+
+    
+    if isinstance(weather_df, dd.DataFrame):
+        weather_df = weather_df[parameters].compute()
+        weather_df.set_index("time", inplace=True)
+    elif isinstance(weather_df, pd.DataFrame):
+        weather_df = weather_df[parameters]
+    elif weather_df is None:
+        weather_df, meta = weather.get(**weather_kwarg)
+
+
+    file_names = ["pvsamv1", "grid", "utilityrate5", "cashloan"]
+    pv4 = PV.new()  # also tried PVWattsSingleOwner
+    grid4 = Grid.from_existing(pv4)
+    ur4 = UtilityRate.from_existing(pv4)
+    so4 = Cashloan.from_existing(grid4, 'FlatPlatePVCommercial')
+
+    # LOAD Values
+    for count, module in enumerate([pv4, grid4, ur4, so4]):
+        filetitle= samjsonname + '_' + file_names[count] + ".json"
+        with open(os.path.join(jsonfolder,filetitle), 'r') as file:
+            data = json.load(file)
+            for k, v in data.items():
+                if k == 'number_inputs':
+                    continue
+                try:
+                    #if sys.version.split(' ')[0] == '3.11.7':  
+                        # Bypassing this as it's not working with my pandas. the printouts
+                        # like "<Pvsamv1 object at 0x7f0f01339cf0> dc_adjust_periods [[0, 0, 0]]" 
+                        # means it is going to the except. !!!! 
+                        
+                    
+                        # Check needed for python 3.10.7 and perhaps other releases above 3.10.4.
+                        # This prevents the failure "UnicodeDecodeError: 'utf-8' codec can't decode byte... 
+                        # This bug will be fixed on a newer version of pysam (currently not working on 5.1.0)
+                    if 'adjust_' in k:  # This check is needed for Python 3.10.7 and some others. Not needed for 3.7.4
+                        #print(k)
+                        k = k.split('adjust_')[1]
+                    module.value(k, v)
+                except AttributeError:
+                    # there is an error is setting the value for ppa_escalation
+                    print(module, k, v)
+
+    pv4.unassign('solar_resource_file')
+                
+    #print("Type meta ", meta)
+
+    if 'tz' not in meta:
+        meta['tz'] = '+0'
+        
+    #if meta.get('tz') == None: 
+        #meta.loc['tz'] = '+0'
+
+    if "albedo" not in weather_df.columns:
+        #weather_df['albedo'] = 0.2 # new pandas cries with this. dumb.
+        weather_df.loc[:,'albedo'] = 0.2
+
+    data = {'dn':list(weather_df.dni),
+           'df':list(weather_df.dhi),
+            'gh':list(weather_df.ghi),
+           'tdry':list(weather_df.temp_air),
+           'wspd':list(weather_df.wind_speed),
+           'lat':meta['latitude'],
+           'lon':meta['longitude'],
+           'tz':meta['tz'],
+           'elev':meta['altitude'],
+           'year':list(weather_df.index.year),
+           'month':list(weather_df.index.month),
+           'day':list(weather_df.index.day),
+           'hour':list(weather_df.index.hour),
+           'minute':list(weather_df.index.minute),
+           'alb':list(weather_df.albedo)}
+
+    pv4.value('solar_resource_data', data)
+
+    pv4.execute()
+    grid4.execute()
+    ur4.execute()
+    so4.execute()
+    
+    # SAVE RESULTS|
+    results = pv4.Outputs.export()
+    economicresults = so4.Outputs.export()
+    
+    annual_gh = results['annual_gh']
+    annual_energy = results['annual_ac_gross']
+    lcoe_nom = economicresults['lcoe_nom']
+    
+    res = {"annual_gh": annual_gh, "annual_energy": annual_energy, "lcoe_nom": lcoe_nom}
+    df_res = pd.DataFrame.from_dict(res, orient="index").T
+
+    return df_res
+
+def pysam(
+    weather_df: pd.DataFrame,
+    meta: dict,
+    pv_model: str,
+    pv_model_default: str,
+    # grid_default: str,
+    # cashloan_default: str,
+    # utilityrate_default: str,
+    config_files: dict[str: str] = None,
+    results: list[str] = None,
+) -> dict:
+    """
+    Run pySam simulation. Only works with pysam weather.
+
+    Parameters
+    -----------
+    weather_df: pd.DataFrame
+        DataFrame of weather data. As returned by ``pvdeg.weather.get``
+    meta: dict
+        Dictionary of metadata for the weather data. As returned by ``pvdeg.weather.get``
+    pv_model: str
+        choose pySam photovoltaic system model. 
+        Some models are less thorough and run faster. 
+        pvwatts8 is ~50x faster than pysamv1 but only calculates 46 parameters while pysamv1 calculates 195.
+
+            options: ``pvwatts8``, ``pysamv1``, etc.
+
+    pv_model_default: str
+        pysam config for pv model. [Pysam Modules](https://nrel-pysam.readthedocs.io/en/main/ssc-modules.html)
+
+        On the docs some modules have availabile defaults listed. 
+
+        For example:  
+        [Pvwattsv8](https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html)
+        - "FuelCellCommercial"
+        - "FuelCellSingleOwner"
+        - "GenericPVWattsWindFuelCellBatteryHybridHostDeveloper"
+        - "GenericPVWattsWindFuelCellBatteryHybridSingleOwner"
+        - "PVWattsBatteryCommercial"
+        - "PVWattsBatteryHostDeveloper"
+        - "PVWattsBatteryResidential"
+        - "PVWattsBatteryThirdParty"
+        - "PVWattsWindBatteryHybridHostDeveloper"
+        - "PVWattsWindBatteryHybridSingleOwner"
+        - "PVWattsWindFuelCellBatteryHybridHostDeveloper"
+        - "PVWattsWindFuelCellBatteryHybridSingleOwner"
+        - "PVWattsAllEquityPartnershipFlip"
+        - "PVWattsCommercial"
+        - "PVWattsCommunitySolar"
+        - "PVWattsHostDeveloper"
+        - "PVWattsLCOECalculator"
+        - "PVWattsLeveragedPartnershipFlip"
+        - "PVWattsMerchantPlant"
+        - "PVWattsNone"
+        - "PVWattsResidential"
+        - "PVWattsSaleLeaseback"
+        - "PVWattsSingleOwner"
+        - "PVWattsThirdParty"
+
+        [Pvsamv1](https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html)
+        - "FlatPlatePVAllEquityPartnershipFlip"
+        - "FlatPlatePVCommercial"
+        - "FlatPlatePVHostDeveloper"
+        - "FlatPlatePVLCOECalculator"
+        - "FlatPlatePVLeveragedPartnershipFlip"
+        - "FlatPlatePVMerchantPlant"
+        - "FlatPlatePVNone"
+        - "FlatPlatePVResidential"
+        - "FlatPlatePVSaleLeaseback"
+        - "FlatPlatePVSingleOwner"
+        - "FlatPlatePVThirdParty"
+        - "PVBatteryAllEquityPartnershipFlip"
+        - "PVBatteryCommercial"
+        - "PVBatteryHostDeveloper"
+        - "PVBatteryLeveragedPartnershipFlip"
+        - "PVBatteryMerchantPlant"
+        - "PVBatteryResidential"
+        - "PVBatterySaleLeaseback"
+        - "PVBatterySingleOwner"
+        - "PVBatteryThirdParty"
+        - "PhotovoltaicWindBatteryHybridHostDeveloper"
+        - "PhotovoltaicWindBatteryHybridSingleOwner"
+
+    grid_default: str
+
+        pysam default config for grid model. [Grid Defaults](https://nrel-pysam.readthedocs.io/en/main/modules/Grid.html)
+
+    cashloan_default: str
+
+        pysam default config for cashloan model. [Cashloan Defaults](https://nrel-pysam.readthedocs.io/en/main/modules/Cashloan.html)  
+        - "FlatPlatePVCommercial"  
+        - "FlatPlatePVResidential"  
+        - "PVBatteryCommercial"  
+        - "PVBatteryResidential"  
+        - "PVWattsBatteryCommercial"  
+        - "PVWattsBatteryResidential"  
+        - "PVWattsCommercial"  
+        - "PVWattsResidential"  
+
+    utiltityrate_default: str
+
+        pysam default config for utilityrate5 model. [Utilityrate5 Defaults](https://nrel-pysam.readthedocs.io/en/main/modules/Utilityrate5.html())
+
+    config_files: dict
+        SAM configuration files. A dictionary containing a mapping to filepaths.
+
+        Keys must be `'pv', 'grid', 'utilityrate', 'cashloan'`. Each key should contain a value as a string representing the file path to a SAM config file. 
+
+        ```
+        files = {
+            'pv' : 'example/path/1/pv-file.json'
+            'grid' : 'example/path/1/grid-file.json'
+            'utilityrate' : 'example/path/1/utilityrate-file.json'
+            'cashloan' : 'example/path/1/cashloan-file.json'
+        }
+        ```
+
+    results: list[str]
+        list of strings corresponding to pysam outputs to return.
+        Pysam models such as `Pvwatts8` and `Pvsamv1` return hundreds of results.
+        So we can chose to take only the specified results while throwing away the others.
+
+        To grab only 'annual_energy' and 'ac' from the model results. 
+
+        >>> results = ['annual_energy', 'ac']
+
+        This may cause some undesired behavior with geospatial calculations if the lengths of the results within the list are different. 
+
+    Returns
+    -------
+    pysam_res: dict
+        dictionary of outputs. Keys are result name and value is the corresponding result. 
+        If `results` is not specified, the dictionary will contain every calculation from the model.
+    """
+
+    sr = solar_resource_dict(weather_df=weather_df, meta=meta)
+
+    # weather_df = utilities.add_time_columns_tmy(weather_df=weather_df)
+
+    # solar_resource = {
+    #     'lat': meta['latitude'],
+    #     'lon': meta['longitude'],
+    #     'tz': meta['tz'] if 'tz' in meta.keys() else 0,
+    #     'elev': meta['altitude'],
+    #     'year': list(weather_df['Year']),
+    #     'month': list(weather_df['Month']),
+    #     'day': list(weather_df['Day']),
+    #     'hour': list(weather_df['Hour']),
+    #     'minute': list(weather_df['Minute']),
+    #     'dn': list(weather_df['dni']),
+    #     'df': list(weather_df['dhi']),
+    #     'wspd': list(weather_df['wind_speed']),
+    #     'tdry': list(weather_df['temp_air']),
+    #     'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
+    # }
+
+    # https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html
+    # https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html
+    if pv_model == "pvwatts8": 
+        pysam_model = pv8.default(pv_model_default) # PVWattsCommercial
+    elif pv_model == "pysamv1":
+        pysam_model = pv1.default(pv_model_default) # FlatPlatePVCommercial
+
+    pysam_model.unassign('solar_resource_file') # unassign file
+
+    # grid = Grid.from_existing(pv_model)
+    # utility_rate = UtilityRate.from_existing(pv_model)
+    # cashloan = Cashloan.from_existing(grid, 'FlatPlatePVCommercial')
+
+
+    # Duplicate Columns in the dataframe seem to cause this issue
+    # Error (-4) converting nested tuple 0 into row in matrix.
+    pysam_model.SolarResource.solar_resource_data = solar_resource 
+    pysam_model.execute()
+    outputs = pysam_model.Outputs.export()
+
+    if not results:
+        return outputs
+
+    pysam_res = {}
+    for key in results:
+        pysam_res[key] = outputs[key]
+    return pysam_res
+
+def pysam_hourly_trivial(weather_df, meta):
+
+    sr = solar_resource_dict(weather_df=weather_df, meta=meta)
+    # weather_df = weather_df.reset_index(drop=True)
+    # weather_df = utilities.add_time_columns_tmy(weather_df) # only supports hourly data
+    
+    # sr = {
+    #     'lat': meta['latitude'],
+    #     'lon': meta['longitude'],
+    #     'tz': meta['tz'] if 'tz' in meta.keys() else 0,
+    #     'elev': meta['altitude'],
+    #     'year': list(weather_df['Year']),
+    #     'month': list(weather_df['Month']),
+    #     'day': list(weather_df['Day']),
+    #     'hour': list(weather_df['Hour']),
+    #     'minute': list(weather_df['Minute']),
+    #     'dn': list(weather_df['dni']),
+    #     'df': list(weather_df['dhi']),
+    #     'wspd': list(weather_df['wind_speed']),
+    #     'tdry': list(weather_df['temp_air']),
+    #     'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
+    # }
+    
+    # model = pv8.default("PVWattsCommercial")
+    model = pv1.default("FlatPlatePVCommercial")
+    model.SolarResource.solar_resource_data = sr
+    model.execute()
+    outputs = model.Outputs.export()
+
+    return outputs
+
+# annual_poa_nom, annual_poa_front, annual_poa_rear, poa_nom, poa_front, or poa_rear
+# TODO: add config file
+def inspire_ground_irradiance(weather_df, meta):
+    """
+    Get ground irradiance array and annual poa irradiance for a given point using pvsamv1
+    """
+
+    sr = solar_resource_dict(weather_df=weather_df, meta=meta)
+
+    model = pv1.default("FlatPlatePVCommercial")
+    model.SolarResource.solar_resource_data = sr
+    model.execute()
+    outputs = model.Outputs.export()
+
+    # we only want these two
+
+    inspire_res = {}
+    inspire_res["subarray1_ground_rear_spatial"] = outputs["subarray1_ground_rear_spatial"]
+    inspire_res["annual_poa_front"] = outputs["annual_poa_front"]
+
+    return inspire_res
+
+def solar_resource_dict(weather_df, meta):
+    """
+    Create a solar resource dict mapping from weather and metadata.
+
+    Works on PVGIS and appears to work on NSRDB (NOT PSM3).
+    """
+
+    weather_df = weather_df.reset_index(drop=True) # Probably dont need to do this
+    weather_df = utilities.add_time_columns_tmy(weather_df) # only supports hourly data
+    
+    sr = {
+        'lat': meta['latitude'],
+        'lon': meta['longitude'],
+        'tz': meta['tz'] if 'tz' in meta.keys() else 0,
+        'elev': meta['altitude'],
+        'year': list(weather_df['Year']),
+        'month': list(weather_df['Month']),
+        'day': list(weather_df['Day']),
+        'hour': list(weather_df['Hour']),
+        'minute': list(weather_df['Minute']),
+        'dn': list(weather_df['dni']),
+        'df': list(weather_df['dhi']),
+        'wspd': list(weather_df['wind_speed']),
+        'tdry': list(weather_df['temp_air']),
+        'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
+    }
+
+    return sr 
diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index 7c0b93c4..4f006e7d 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -640,360 +640,3 @@ def standoff_x(
 
     return temp_df
 
-
-def vertical_POA(
-    weather_df,
-    meta,
-    jsonfolder='/projects/pvsoiling/pvdeg/analysis/northern_lat/jsons',
-    samjsonname='vertical',
-    weather_kwarg=None,
-):
-    """
-    Run a SAM
-
-    Parameters
-    ----------
-    weather_df : pd.DataFrame
-        Weather data for a single location.
-    meta : pd.DataFrame
-        Meta data for a single location.
-    weather_kwarg : dict
-        other variables needed to access a particular weather dataset.
-    jsonfolder : string
-        Location and base name for the json files
-
-    Returns
-    -------
-    annual_gh : float [Wh/m2/y]
-        Annual GHI
-    annual_energy : float [kWh]
-        Annual AC energy
-    lcoa_nom : float [cents/kWh]
-        LCOE Levelized cost of energy nominal
-    """
-
-    import PySAM
-    import PySAM.Pvsamv1 as PV
-    import PySAM.Grid as Grid
-    import PySAM.Utilityrate5 as UtilityRate
-    import PySAM.Cashloan as Cashloan
-    import json
-    import os
-    import sys
-    
-    parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
-    #print("weather_df KEYs", weather_df.keys())
-    #print("meta KEYs", meta.keys())
-
-    
-    if isinstance(weather_df, dd.DataFrame):
-        weather_df = weather_df[parameters].compute()
-        weather_df.set_index("time", inplace=True)
-    elif isinstance(weather_df, pd.DataFrame):
-        weather_df = weather_df[parameters]
-    elif weather_df is None:
-        weather_df, meta = weather.get(**weather_kwarg)
-
-
-    file_names = ["pvsamv1", "grid", "utilityrate5", "cashloan"]
-    pv4 = PV.new()  # also tried PVWattsSingleOwner
-    grid4 = Grid.from_existing(pv4)
-    ur4 = UtilityRate.from_existing(pv4)
-    so4 = Cashloan.from_existing(grid4, 'FlatPlatePVCommercial')
-
-    # LOAD Values
-    for count, module in enumerate([pv4, grid4, ur4, so4]):
-        filetitle= samjsonname + '_' + file_names[count] + ".json"
-        with open(os.path.join(jsonfolder,filetitle), 'r') as file:
-            data = json.load(file)
-            for k, v in data.items():
-                if k == 'number_inputs':
-                    continue
-                try:
-                    #if sys.version.split(' ')[0] == '3.11.7':  
-                        # Bypassing this as it's not working with my pandas. the printouts
-                        # like "<Pvsamv1 object at 0x7f0f01339cf0> dc_adjust_periods [[0, 0, 0]]" 
-                        # means it is going to the except. !!!! 
-                        
-                    
-                        # Check needed for python 3.10.7 and perhaps other releases above 3.10.4.
-                        # This prevents the failure "UnicodeDecodeError: 'utf-8' codec can't decode byte... 
-                        # This bug will be fixed on a newer version of pysam (currently not working on 5.1.0)
-                    if 'adjust_' in k:  # This check is needed for Python 3.10.7 and some others. Not needed for 3.7.4
-                        #print(k)
-                        k = k.split('adjust_')[1]
-                    module.value(k, v)
-                except AttributeError:
-                    # there is an error is setting the value for ppa_escalation
-                    print(module, k, v)
-
-    pv4.unassign('solar_resource_file')
-                
-    #print("Type meta ", meta)
-
-    if 'tz' not in meta:
-        meta['tz'] = '+0'
-        
-    #if meta.get('tz') == None: 
-        #meta.loc['tz'] = '+0'
-
-    if "albedo" not in weather_df.columns:
-        #weather_df['albedo'] = 0.2 # new pandas cries with this. dumb.
-        weather_df.loc[:,'albedo'] = 0.2
-
-    data = {'dn':list(weather_df.dni),
-           'df':list(weather_df.dhi),
-            'gh':list(weather_df.ghi),
-           'tdry':list(weather_df.temp_air),
-           'wspd':list(weather_df.wind_speed),
-           'lat':meta['latitude'],
-           'lon':meta['longitude'],
-           'tz':meta['tz'],
-           'elev':meta['altitude'],
-           'year':list(weather_df.index.year),
-           'month':list(weather_df.index.month),
-           'day':list(weather_df.index.day),
-           'hour':list(weather_df.index.hour),
-           'minute':list(weather_df.index.minute),
-           'alb':list(weather_df.albedo)}
-
-    pv4.value('solar_resource_data', data)
-
-    pv4.execute()
-    grid4.execute()
-    ur4.execute()
-    so4.execute()
-    
-    # SAVE RESULTS|
-    results = pv4.Outputs.export()
-    economicresults = so4.Outputs.export()
-    
-    annual_gh = results['annual_gh']
-    annual_energy = results['annual_ac_gross']
-    lcoe_nom = economicresults['lcoe_nom']
-    
-    res = {"annual_gh": annual_gh, "annual_energy": annual_energy, "lcoe_nom": lcoe_nom}
-    df_res = pd.DataFrame.from_dict(res, orient="index").T
-
-    return df_res
-
-def pysam(
-    weather_df: pd.DataFrame,
-    meta: dict,
-    pv_model: str,
-    pv_model_default: str,
-    # grid_default: str,
-    # cashloan_default: str,
-    # utilityrate_default: str,
-    config_files: dict[str: str] = None,
-    results: list[str] = None,
-) -> dict:
-    """
-    Run pySam simulation.
-
-    Parameters
-    -----------
-    weather_df: pd.DataFrame
-        DataFrame of weather data. As returned by ``pvdeg.weather.get``
-    meta: dict
-        Dictionary of metadata for the weather data. As returned by ``pvdeg.weather.get``
-    pv_model: str
-        choose pySam photovoltaic system model. 
-        Some models are less thorough and run faster. 
-        pvwatts8 is ~50x faster than pysamv1 but only calculates 46 parameters while pysamv1 calculates 195.
-
-            options: ``pvwatts8``, ``pysamv1``, etc.
-
-    pv_model_default: str
-        pysam config for pv model. [Pysam Modules](https://nrel-pysam.readthedocs.io/en/main/ssc-modules.html)
-
-        On the docs some modules have availabile defaults listed. 
-
-        For example:  
-        [Pvwattsv8](https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html)
-        - "FuelCellCommercial"
-        - "FuelCellSingleOwner"
-        - "GenericPVWattsWindFuelCellBatteryHybridHostDeveloper"
-        - "GenericPVWattsWindFuelCellBatteryHybridSingleOwner"
-        - "PVWattsBatteryCommercial"
-        - "PVWattsBatteryHostDeveloper"
-        - "PVWattsBatteryResidential"
-        - "PVWattsBatteryThirdParty"
-        - "PVWattsWindBatteryHybridHostDeveloper"
-        - "PVWattsWindBatteryHybridSingleOwner"
-        - "PVWattsWindFuelCellBatteryHybridHostDeveloper"
-        - "PVWattsWindFuelCellBatteryHybridSingleOwner"
-        - "PVWattsAllEquityPartnershipFlip"
-        - "PVWattsCommercial"
-        - "PVWattsCommunitySolar"
-        - "PVWattsHostDeveloper"
-        - "PVWattsLCOECalculator"
-        - "PVWattsLeveragedPartnershipFlip"
-        - "PVWattsMerchantPlant"
-        - "PVWattsNone"
-        - "PVWattsResidential"
-        - "PVWattsSaleLeaseback"
-        - "PVWattsSingleOwner"
-        - "PVWattsThirdParty"
-
-        [Pvsamv1](https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html)
-        - "FlatPlatePVAllEquityPartnershipFlip"
-        - "FlatPlatePVCommercial"
-        - "FlatPlatePVHostDeveloper"
-        - "FlatPlatePVLCOECalculator"
-        - "FlatPlatePVLeveragedPartnershipFlip"
-        - "FlatPlatePVMerchantPlant"
-        - "FlatPlatePVNone"
-        - "FlatPlatePVResidential"
-        - "FlatPlatePVSaleLeaseback"
-        - "FlatPlatePVSingleOwner"
-        - "FlatPlatePVThirdParty"
-        - "PVBatteryAllEquityPartnershipFlip"
-        - "PVBatteryCommercial"
-        - "PVBatteryHostDeveloper"
-        - "PVBatteryLeveragedPartnershipFlip"
-        - "PVBatteryMerchantPlant"
-        - "PVBatteryResidential"
-        - "PVBatterySaleLeaseback"
-        - "PVBatterySingleOwner"
-        - "PVBatteryThirdParty"
-        - "PhotovoltaicWindBatteryHybridHostDeveloper"
-        - "PhotovoltaicWindBatteryHybridSingleOwner"
-
-    grid_default: str
-
-        pysam default config for grid model. [Grid Defaults](https://nrel-pysam.readthedocs.io/en/main/modules/Grid.html)
-
-    cashloan_default: str
-
-        pysam default config for cashloan model. [Cashloan Defaults](https://nrel-pysam.readthedocs.io/en/main/modules/Cashloan.html)  
-        - "FlatPlatePVCommercial"  
-        - "FlatPlatePVResidential"  
-        - "PVBatteryCommercial"  
-        - "PVBatteryResidential"  
-        - "PVWattsBatteryCommercial"  
-        - "PVWattsBatteryResidential"  
-        - "PVWattsCommercial"  
-        - "PVWattsResidential"  
-
-    utiltityrate_default: str
-
-        pysam default config for utilityrate5 model. [Utilityrate5 Defaults](https://nrel-pysam.readthedocs.io/en/main/modules/Utilityrate5.html())
-
-    config_files: dict
-        SAM configuration files. A dictionary containing a mapping to filepaths.
-
-        Keys must be `'pv', 'grid', 'utilityrate', 'cashloan'`. Each key should contain a value as a string representing the file path to a SAM config file. 
-
-        ```
-        files = {
-            'pv' : 'example/path/1/pv-file.json'
-            'grid' : 'example/path/1/grid-file.json'
-            'utilityrate' : 'example/path/1/utilityrate-file.json'
-            'cashloan' : 'example/path/1/cashloan-file.json'
-        }
-        ```
-
-    results: list[str]
-        list of strings corresponding to pysam outputs to return.
-        Pysam models such as `Pvwatts8` and `Pvsamv1` return hundreds of results.
-        So we can chose to take only the specified results while throwing away the others.
-
-        To grab only 'annual_energy' and 'ac' from the model results. 
-
-        >>> results = ['annual_energy', 'ac']
-
-        This may cause some undesired behavior with geospatial calculations if the lengths of the results within the list are different. 
-
-    Returns
-    -------
-    pysam_res: dict
-        dictionary of outputs. Keys are result name and value is the corresponding result. 
-        If `results` is not specified, the dictionary will contain every calculation from the model.
-    """
-    import PySAM.Pvwattsv8 as pv8
-    import PySAM.Pvsamv1 as pv1
-    import PySAM.Grid as Grid
-    import PySAM.Utilityrate5 as UtilityRate
-    import PySAM.Cashloan as Cashloan
-    import json
-
-    weather_df = utilities.add_time_columns_tmy(weather_df=weather_df)
-
-    solar_resource = {
-        'lat': meta['latitude'],
-        'lon': meta['longitude'],
-        'tz': meta['tz'] if 'tz' in meta.keys() else 0,
-        'elev': meta['altitude'],
-        'year': list(weather_df['Year']),
-        'month': list(weather_df['Month']),
-        'day': list(weather_df['Day']),
-        'hour': list(weather_df['Hour']),
-        'minute': list(weather_df['Minute']),
-        'dn': list(weather_df['dni']),
-        'df': list(weather_df['dhi']),
-        'wspd': list(weather_df['wind_speed']),
-        'tdry': list(weather_df['temp_air']),
-        'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
-    }
-
-    # https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html
-    # https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html
-    if pv_model == "pvwatts8": 
-        pysam_model = pv8.default(pv_model_default) # PVWattsCommercial
-    elif pv_model == "pysamv1":
-        pysam_model = pv1.default(pv_model_default) # FlatPlatePVCommercial
-
-    pysam_model.unassign('solar_resource_file') # unassign file
-
-    # grid = Grid.from_existing(pv_model)
-    # utility_rate = UtilityRate.from_existing(pv_model)
-    # cashloan = Cashloan.from_existing(grid, 'FlatPlatePVCommercial')
-
-
-    # Duplicate Columns in the dataframe seem to cause this issue
-    # Error (-4) converting nested tuple 0 into row in matrix.
-    pysam_model.SolarResource.solar_resource_data = solar_resource 
-    pysam_model.execute()
-    outputs = pysam_model.Outputs.export()
-
-    if not results:
-        return outputs
-
-    pysam_res = {}
-    for key in results:
-        pysam_res[key] = outputs[key]
-    return pysam_res
-
-def pysam_hourly_trivial(weather_df, meta):
-
-    # import PySAM.Pvwattsv8 as pv8
-    import PySAM.Pvsamv1 as pv1
-
-    weather_df = weather_df.reset_index(drop=True)
-    weather_df = utilities.add_time_columns_tmy(weather_df) # only supports hourly data
-    
-    sr = {
-        'lat': meta['latitude'],
-        'lon': meta['longitude'],
-        'tz': meta['tz'] if 'tz' in meta.keys() else 0,
-        'elev': meta['altitude'],
-        'year': list(weather_df['Year']),
-        'month': list(weather_df['Month']),
-        'day': list(weather_df['Day']),
-        'hour': list(weather_df['Hour']),
-        'minute': list(weather_df['Minute']),
-        'dn': list(weather_df['dni']),
-        'df': list(weather_df['dhi']),
-        'wspd': list(weather_df['wind_speed']),
-        'tdry': list(weather_df['temp_air']),
-        'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
-    }
-    
-    # model = pv8.default("PVWattsCommercial")
-    model = pv1.default("FlatPlatePVCommercial")
-    model.SolarResource.solar_resource_data = sr
-    model.execute()
-    outputs = model.Outputs.export()
-
-    return outputs
\ No newline at end of file
diff --git a/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
index 9178b566..737654e6 100644
--- a/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
+++ b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
@@ -10,7 +10,8 @@
     "from pvdeg import TEST_DATA_DIR\n",
     "import pandas as pd\n",
     "import os\n",
-    "import pickle"
+    "import pickle\n",
+    "from dotenv import load_dotenv"
    ]
   },
   {
@@ -28,46 +29,70 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### PVGIS"
+    "### PVGIS\n",
+    "\n",
+    "Only works with PVGIS"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [],
    "source": [
-    "weather_pvgis, meta_pvgis = pvdeg.weather.get(database=\"PVGIS\", id=(25.783388, -80.189029))"
+    "weather_pvgis, meta_pvgis = pvdeg.weather.get(database=\"PVGIS\", id=(25.783388, -81.189029))"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
    "source": [
-    "results = pvdeg.standards.pysam_hourly_trivial(\n",
+    "results = pvdeg.pysam.pysam_hourly_trivial(\n",
     "    weather_df=weather_pvgis,\n",
     "    meta=meta_pvgis,\n",
     ")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "677442.940219734"
+      ]
+     },
+     "execution_count": 11,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "results[\"annual_energy\"]"
+   ]
+  },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Local Geospatial"
+    "### Local Geospatial\n",
+    "\n",
+    "I don't know why this works with NSRDB data but it does. May not work with PSM3 yet. Only NSRDB from HPC? How to fix."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 23,
    "metadata": {},
    "outputs": [],
    "source": [
     "# this is just a wrapper to grab the result we want\n",
     "def pysam_annual_energy(weather_df, meta):\n",
-    "    results = pvdeg.standards.pysam_hourly_trivial(\n",
+    "    results = pvdeg.pysam.pysam_hourly_trivial(\n",
     "        weather_df=weather_pvgis,\n",
     "        meta=meta_pvgis,\n",
     "    )\n",
@@ -77,7 +102,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 43,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -143,18 +168,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
-      "  warnings.warn(\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "location_grabber = pvdeg.scenario.GeospatialScenario()\n",
     "\n",
@@ -163,20 +179,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1500x1000 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "location_grabber.plot_coords()"
    ]
@@ -206,20 +211,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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CCJEdZIEhwaZNm3j66ae55JJLmDRpUur6Y8tYil2Pi2sivJoXYr9tNbht+zf/tUP2VQghhBCiu5KMuWDUqFFMnDiR1157jerq6uOOGx53qDEM9luN3zb1y12EEEIIIUTLSWAuAJg1axZKKdavXw80zpZbWjM07rLVb4NhHHc7dQG6BOlCCCGEEC0jgbkAIBgMMmzYMDZu3NjotoDSnBOO4gO2+ptfWy4BuhBCCCFE80mNuUj58MMPefHFF3m6IIeImThmG+C4nBWOYaJZHgqy02+36TGkFl0IIYQQomkSmIuUSCTCz372M94N+PjUbzM5Emd03GGPbfGPnEAqWE8XCdKFEEIIIT4jgblo4Mknn+T97dux0OQqzaqQn01+3wnryttKAnQhhBBCCAnMxTFm/fT/cVYkxiHL5J2cIJVNdGBpTxKkCyGEECJbSWAuGhj2yM8Y5Hjs8lnodsySN4cE6UIIIYTIJhKYi5RM7qAiQboQQgghujtplyi6BGm9KIQQQojuTjLmAsjsbPnJSDZdCCGEEN1B25pSC5EB6h9USJAuhBBCiK5KSllEtyIlL0IIIYToqiRjLrqlY4NzyaQLIYQQItNJjbnIugyzBOlCCCGEyESSMRdZR2rShRBCCJGJJGOe5bItW34iEqQLIYQQojNJxlyIJKlLF0IIIURnksBciOOQkhchhBBCdCQpZcliUsbSOhKkCyGEEKI9SMZciBY63gGNBOxCCCGEaAvJmGcpyZa3LwnShRBCCNFSkjEXoh3IRFIhhBBCtJRkzLOQZMs7nwTqQgghhDiWZMyF6ATS8UUIIYQQx5LAXIhO1tQZDAnWhRCZTkr2hEg/CcyzjJSxdA2SURdCZCL5DhGifUmNeZaRD9XuQYJ1IUR7a833hXw2CdE2kjHPIhKUdx9yClkIkW7yHSFE55PAXIhuQOrUhRAtIUG4EJlJAnMhuikJ1oUQIEG4EF2JBOZZQj6YBZz4fSBBuxBdl3zGC9E9yOTPLCEf2qI1JFgXIvNk+ue5fG4I0XqSMc8Cmf4hLjLX8d478sUrRPuTz24hso8E5kKIFpP6dSHSS4JwIQRIYN7tyYe96ChSvy7EicnnsRDiZKTGvJuTLwKRySRgF92RfO7K37YQrSUZcyFEp5Esu+iqJPgWQrQHCcyFEBnpZIGPBO6iPUngLYToDBKYd2PyxSK6s+a8vyV4F02Rz0YhRKaSwFwI0W01NwCTAL57kIBbCNHVyeTPbkq+oIRoPxLIdwz5HOva5O9EiJaTjLkQQrRQpgSM7RX4ZMrzE0KIbCOBeTckX6pCZAf5WxdCtEQ0GiUej7foPn6/n2Aw2E57JI4lgbkQQggh0m7oLx6ScpYMEo1GGTokj/IDXovuV1JSwvbt2yU47yASmAshhBBCdHPxeJzyAx7bVw+hIN9s1n2qqhVDJ+0kHo9LYN5BJDDvZuTUthBCCCGOJzcvcWkOT9qDdDgJzIUQQgghsoRCo2hexN3ccSJ9mncuQ3QJki0XQgiRSeR7KfOoFv4nOpZkzIUQQgghsoSnNV4zl7Bp7jiRPhKYCyGEEEJkCSllyWwSmHcTcrpQCCGEECej0HgSmGcsqTEXQgghRLuRxFFmqcuYN/ciOpZkzLsB+dATQgghRHNIjXlmk8BcCCGEECJLqOSluWNFx5LAvIuTbLkQQgghmstrQY15c8eJ9JEacyGEEEK0K0kiZQ5Pt+wiOpZkzIUQQgghsoSUsmQ2yZh3YZKBEEIIIURLKAy8Zl4URou2XVpaimEYjS533HFHg3Faay666CIMw+Bvf/tbg9vKysqYM2cOOTk5FBcX861vfQvXdRuMefPNNznjjDMIBAKMGDGCJ554otG+PPbYY5SWlhIMBpk6dSorV65scHs0GuWOO+6gd+/e5OXlceWVV7J///4WPd/2IIG5EEIIIUSWULpll5Z4//332bdvX+qyaNEiAK6++uoG4x555BEMo3HQ73kec+bMIR6Ps2zZMv7whz/wxBNPcP/996fGbN++nTlz5nD++eezZs0a7r77bm655RZee+211Jinn36aefPm8cADD/DBBx9w+umnM3v2bA4cOJAac8899/DSSy/x7LPP8tZbb7F3716uuOKKlj3hdmBoLb1wuiLJlgshhOhqtn/zXzt7F7JWVVUVhYWFrFhfQl5+8/KyNdWKqaeVU1lZSUFBQYsf8+677+bll19my5YtqUB8zZo1XHLJJaxatYp+/frxwgsvcNlllwHw6quvcskll7B371769u0LwOOPP869997LwYMH8fv93HvvvSxYsIB169alHudLX/oSR48eZeHChQBMnTqVKVOm8OijjwKglGLQoEHcdddd3HfffVRWVlJUVMRTTz3FVVddBcCmTZsYPXo0y5cvZ9q0aS1+rukiGXMhhBBCiCzR3DKWugskgvr6l1gsdtLHicfjPPnkk9x0002poDwcDnPdddfx2GOPUVJS0ug+y5cvZ9y4camgHGD27NlUVVWxfv361JiZM2c2uN/s2bNZvnx56nFXr17dYIxpmsycOTM1ZvXq1TiO02DMqFGjGDx4cGpMZ5HAXAghhBAiSyhttOgCMGjQIAoLC1OXH//4xyd9nL/97W8cPXqUr371q6nr7rnnHmbMmME//dM/NXmf8vLyBkE5kPq5vLz8hGOqqqqIRCIcOnQIz/OaHFN/G36/nx49ehx3TGeRrixdkJSxCCGEEKI16mfCmzMWYNeuXQ1KWQKBwEnv+7vf/Y6LLrqI/v37A/Diiy+ydOlSPvzww1bsdfaQjLkQQgghOoQkljqfh9miC0BBQUGDy8kC8507d7J48WJuueWW1HVLly5l69at9OjRA9u2se1EbvjKK6/kvPPOA6CkpKRRZ5S6n+tKX443pqCggFAoRJ8+fbAsq8kx9bcRj8c5evToccd0FgnMhRBCCCGyhG5BGYvWLWuXWGf+/PkUFxczZ86c1HX33XcfH330EWvWrEldAB5++GHmz58PwPTp0/n4448bdE9ZtGgRBQUFjBkzJjVmyZIlDR5v0aJFTJ8+HQC/38+kSZMajFFKsWTJktSYSZMm4fP5GozZvHkzZWVlqTGdRUpZuhjJNgghhBCitVpTytISSinmz5/P3LlzU1lxSGSpm8pGDx48mKFDhwIwa9YsxowZw1e+8hV++tOfUl5ezve+9z3uuOOOVJb+tttu49FHH+Xb3/42N910E0uXLuWZZ55hwYIFqW3OmzePuXPnMnnyZM4880weeeQRamtrufHGGwEoLCzk5ptvZt68efTq1YuCggLuuusupk+f3qkdWUACcyGEEEKIrOFpE083r2DCa0VD7cWLF1NWVsZNN93U4vtalsXLL7/M7bffzvTp08nNzWXu3Ln84Ac/SI0ZOnQoCxYs4J577uEXv/gFAwcO5Le//S2zZ89Ojbn22ms5ePAg999/P+Xl5UyYMIGFCxc2mBD68MMPY5omV155JbFYjNmzZ/OrX/2q5U84zaSPeRci2XIhhBDdgfQz73h1fcwXfDSM3HyrWfeprfaYM35bq/uYi5aTjLkQQgghRJZo71IW0TYSmAshhBBCZImWlbJIUUVHk8C8i5AyFiGEEEK0lcJANTMT3txxIn0kMBdCCCGEyBKqXn/yk4+VjHlHk8C8C5BsuRBCCCHSQUpZMpssMCSEEEKIDiUJp86jMFt0ER1LMuYZTj68hBBCCJEunjbwmrmiZ3PHifSRwFwIIYQQIkt4Lagx96TGvMNJYC6EEEIIkSWUNlHNrDFXUmPe4aR4KINJGYsQQojuSr7jOkddxry5F9GxJGMuhBBCCJElFM2vHVftuyuiCRKYZyjJJAghhBAi3VrSbUW6snQ8CcyFEEIIIbJEy/qYS2De0eQVF0IIIUSnkLPDHU9htOgiOpZkzDOQfFAJIYQQoj1IxjyzSWAuhBBCCJElWtbHXALzjiaveIaRbLkQQohsIt97HUtpo0UX0bEkYy6EEEIIkSVUCzLm0pWl40lgnkEkayCEEEKI9tSylT8lMO9oEpgLIYQQQmQJDwOvmd1WmjtOpI8cCgkhhBCiU8kZ445TlzFv7kV0LMmYCyGEEEJkCY/mZ8K99t0V0QQJzDOEZAuEEEII0d6kxjyzSWAuhBBCCJElZIGhzCaBeQaQbPlngkox2PHYb1tUmgYYMvFECCGESBeNgWpmKYuWyZ8dTgJzkVGGOi5TI3EAagyD3T6L3T6bctvClSBdCCG6raG/eIjt3/zXzt6Nbk8y5plNAvNOJtnyhiwNceCt3CADHY8BrsuouIsHlNsWe+xEoF4l2XQhhBCixVqyoqes/Nnx5FBIpJfWDIm7BJRu1d1NwDUM9vhsVuQEeL4gl+fyc1gV8gMwKRrniuowV1aHmRqOMdBxsXTrHksIIYTINl5y5c/mXlqitLQUwzAaXe644w6OHDnCXXfdxciRIwmFQgwePJhvfOMbVFZWNthGWVkZc+bMIScnh+LiYr71rW/hum6DMW+++SZnnHEGgUCAESNG8MQTTzTal8cee4zS0lKCwSBTp05l5cqVDW6PRqPccccd9O7dm7y8PK688kr279/foufbHiQwF2l1eszh/HCUS6vDFLktb7RkaY065rpqy2RjwM+ivBB/LsxlcW6Q3bbNQNdlZm2U6ypr+XxNhNGxOPnesfcWQgjRVchZ5PZXlzFv7qUl3n//ffbt25e6LFq0CICrr76avXv3snfvXn72s5+xbt06nnjiCRYuXMjNN9+cur/necyZM4d4PM6yZcv4wx/+wBNPPMH999+fGrN9+3bmzJnD+eefz5o1a7j77ru55ZZbeO2111Jjnn76aebNm8cDDzzABx98wOmnn87s2bM5cOBAasw999zDSy+9xLPPPstbb73F3r17ueKKK1r7sqaNobWkGztLd/sAKo07nBeOsS7go8j1KPIUq4N+1gd8zS47mRSJMdhxeaEg9+SDtaZAaQY6LgNcjxLXwwKqTIM9ts1un0W5beFJyYsQQnQZUmfePqqqqigsLOTOf1xOIM/XrPvEahwe/dwLVFZWUlBQ0OLHvPvuu3n55ZfZsmULRhPfxc8++yzXX389tbW12LbNq6++yiWXXMLevXvp27cvAI8//jj33nsvBw8exO/3c++997JgwQLWrVuX2s6XvvQljh49ysKFCwGYOnUqU6ZM4dFHHwVAKcWgQYO46667uO+++6isrKSoqIinnnqKq666CoBNmzYxevRoli9fzrRp01r8XNNFMuYibUbEXfZbJquCfhbmhVgX8DElGufC2mizS1ssTbNni2MYVFkmG4INs+l7bYtBjsvna6P8c2UtM2sijKrLpstxqBBCiCzmaaNFF0gE9fUvsVjspI8Tj8d58sknuemmm5oMyoFUwG/biSmPy5cvZ9y4camgHGD27NlUVVWxfv361JiZM2c22M7s2bNZvnx56nFXr17dYIxpmsycOTM1ZvXq1TiO02DMqFGjGDx4cGpMZ5HJn52ku2XLAWKGga01GAYa+CAUYL9tcXY4yherw7yVG+SgbZ1wGyYa1coEt2sY7PbZ7PbZoDWFSjPAcRnoekyJxJlGnFrDYJ+dyKSX2xY1lhybCiGEyB6tmfw5aNCgBtc/8MADPPjggye879/+9jeOHj3KV7/61SZvP3ToED/84Q/5l3/5l9R15eXlDYJyIPVzeXn5CcdUVVURiUSoqKjA87wmx2zatCm1Db/fT48ePRqNqXucziKBuUibqGnQ22uYkd7js3kxP4dza6NcVBM5aWmLSZqWADYMKi2DSsvPBsDWmpJkuUuJ6zE84mIA1aZBuW2lgvWwKYG6EEJ0Jmmb2L50C1b+1Mlxu3btalDKEggETnrf3/3ud1x00UX079+/0W1VVVXMmTOHMWPGnDTAzzYSmIu0iRoGwSZKRcKmycK8EGdE40yJxunrevwjJ0jcbBycJ0pZ0q9BNh3wK01fz6OfkwjUT4knZnxXmQ0z6hEJ1IUQQnQjHgZeM0tG68YVFBS0qMZ8586dLF68mOeff77RbdXV1XzhC18gPz+fF154AZ/vs3r3kpKSRt1T6jqllJSUpP49tnvK/v37KSgoIBQKYVkWlmU1Oab+NuLxOEePHm2QNa8/prNI1NEJumMZC9QF5mA0EZxrw2B1KMDi3CDFnnfcri0moDpgsmbcNNjls1mZE+DFghz+XJDLGzlB9tg2xa7i3HCMa6vCXF5Vy7RwlNK4Q1BJxxchhBBdm9It6czSuseYP38+xcXFzJkzp8H1VVVVzJo1C7/fz4svvkgwGGxw+/Tp0/n4448bdE9ZtGgRBQUFjBkzJjVmyZIlDe63aNEipk+fDoDf72fSpEkNxiilWLJkSWrMpEmT8Pl8DcZs3ryZsrKy1JjOIhlzkTaRZAY8qDWR4wTXu302L9UrbVmQF+JwvbpzW+v0lLK0UMw02Om32elP/EkElaLE9eiXvIxKZtQrTDNV+rLftog1kfUXQgghMpVqQSlLc8c1uI9SzJ8/n7lz56YmdcJnQXk4HObJJ59MTSQFKCoqwrIsZs2axZgxY/jKV77CT3/6U8rLy/ne977HHXfckSqfue2223j00Uf59re/zU033cTSpUt55plnWLBgQeqx5s2bx9y5c5k8eTJnnnkmjzzyCLW1tdx4440AFBYWcvPNNzNv3jx69epFQUEBd911F9OnT+/UjiwggXmH667ZcgAnGYz7NEROMK42WdrylcpaenmqQWBeoBR77M5/W0ZNkx1+kx3+xCm2nGSgXuImViMdHXfQJAL1fT6LKsNgh88mJpNJhRCizaTOvP0ojGZ3P2t2l7R6Fi9eTFlZGTfddFOD6z/44ANWrFgBwIgRIxrctn37dkpLS7Esi5dffpnbb7+d6dOnk5uby9y5c/nBD36QGjt06FAWLFjAPffcwy9+8QsGDhzIb3/7W2bPnp0ac+2113Lw4EHuv/9+ysvLmTBhAgsXLmwwIfThhx/GNE2uvPJKYrEYs2fP5le/+lWLn2+6SR/zDtadA/OBTmLBn6cLcppVm/3PlTV8HPCzLphY1dPUmusra1kRCrA50Lweq50lty6j7iQC9VDyr6jSNNhvWxy0LA7YFpWm0ewe7kIIIT4jgXl61fUxv27pdfjz/M26T7wmzlMXPNXqPuai5To/NZlFunNQDhBIHuPFmxmIxgwjdR+AfKUxgaNdIOtca5ps9Zts9fu4sCbCQNfjHyE/RZ6i2FWcEk90fYkacMQyiRoGW/w+DltWk5NehRBCiI7Q3qUsom0kMBdp49caF5q90mbcMPDXC8x7eInJlUe7WCeU3p5H3ICtAT9bk9f5tKaP69HX9RgddwhoGOYkquerTINDlsUhy+SQbXHEMnElqy6EEKIDKFrQx7wVpSyibSQwF2nj183PlkPjjHmhUkQNutaESqUIadh/TJbfMQz2+Wz2+WxOjTvEDFiQl0Mfz6OPq+jjeQx2XGwS7SGPmiaHbJPDyYC9wjI7pDuNEEJkKqkzbx+6BTXmWgLzDieBeQfp7mUskMiYx1vwNxw7pu95D09R2cWy5f29xMfbnhOsaBrQifKcquRlW7K0z9CaHkqlAvU+nmJE3E0tsnTEMjlkWRy2EkF7pWmiJVgXQoguqaamhk8++YSRI0eSm5vbafvRmpU/RceRwFykTUBpYi3MmBfW6w3ew1MctLtWYD407qKBT48zWdWvFCaJ7i3H0oZBhWVRYVlsIXF/S2t6eYreycx6P9dlVDyRs3AgGaQng3XLolomlwohREZQSqGUatAisM7OnTv561//Sk1NDa+++iqTJ09mxowZ5Ofnd/x+So15RpPAvANkQ7Yc6jLmzQ8S40YimIdE9rhAKT41u9Zbstjz8OC4XWj6O4l10/afIKNen2cYHLQtDtoWJFc89mlNb9ejt6fo4ymGOC5jY4nXLWrAYStRp15hmRw1TSots9l1/kIIIdJj0aJFrFmzhs9//vNMnDgRwzDQWrN8+XIWL17M4MGDueGGG1i3bh0rVqzg/fff54wzzuCcc84hLy+vw/ZTMuaZrWtFQSKj+bWmtgWlKPVrzHOVxqZrdGSpL0/pE5bflHiJCZ+7fc0LzJviGAblPpvyekn5gNL08ZLBuusxNO4yLvlaKqDaNFKBeoVlJUppTENKYYQQXUpXqTNXSvHxxx8TDAZ56aWX+Oijj5g1axb/+Mc/2LhxI2eddRYXXHABpmly/vnnM336dFauXMny5cupqKjgy1/+csftazv3MRdtI4G5SBu/hooWZcwNfCTKN06LOUDXCswLXQ8LKD9B+U1vT6E4fka9tWKmwR7TZk+9YN2nNT08RQ9P0dNT9FCKkXGXkE68th5QaSYz6/Uy7DVSDiOEEG2ya9cuamtrufnmm4nH47z88sv87//+L4FAgGuvvZZRo0Y1GB8MBjnnnHMIhUIsXLiQSCRCKBTqkH2VjHlmk8C8nWVLGQu0YvJnsvvKhbVRSlyP90J+wl1o8ufwuAvAVv/x/4zylCLWQZ9rTv0ymHoCStPT8+ihkgG7pxjkuNQtL+FAKlD/LMue6L0uAbsQQpzchg0byM/PZ8CAARiGwe23386HH37IiBEj6NWr13HvN2rUKF555RU++eQTTj/99A7ZVwnMM5sE5iItLK3JaUUpC0CR67E0N8huX9d6O/b3PBRwuImJPnUCOjFhszPFTINy06a8/pXJ31fPehn2Xp5iWNxNfShEDRJlMKZJlWVQbZpUJTPs0spRCCEStNZs2rSJ0aNHYyQ/G30+H2eeeeZJ75ufn8+gQYPYuHGjBOYCkMBcpElvL9F9pCVdVSosk20+m/UBH4ebOTkykxR6itoTBKihZEeWzg7Mm2QYhA2DsGk2KIcxtCZP6VQpTE9PUeJ6nBpX1P2GNFBrGFRZJtXmZwF7dTJ4l8WShBDZZM+ePVRVVTF69OhW3X/UqFG88cYbad6r45PAPLNJYN6OsqmMpcj1EiURLciYO4bB27nB9tupduRXChsalY3UNzC50me51XUOOrRhJAJsy6SswQ2JDHuBp8hXmnyV+LePpxga/6wsBiBiGFQlA/bq5KTTatOk2jQTZT0SuAshupENGzaQm5vL4MGDW3X/0aNHs2jRojTv1fFpmj+pU598iEgzCcxFWhR5Hoet7FkAZ0TcwQB2nqDbSl/XQwN729CRJWPUy7CXH3ub1gQ0FCiVCtgLPEWBUgxwPUL1FpGKQzLTnsi2VyWD98S2DWnzKIRoJJM7s2it2bhxI6NGjcJs5Rypnj17UlJSkuY9Oz7JmGc2CczbSTZlywGKXMW2E0yC7G4GugoN7DpBxryHSoyJd6EJra1iGMQMOGhaHKTx6+HTmvx6mfaCZPBeFPfI1Q0XfI4aEDZMwmYiUK87GKj7/1rJuqeVoTWj4g5BpbFIdO3ZcpzFsoQQjZWXl3P06NFWl7HUObZrS3uSwDyzZU8kJdpNSClyteZgFyrZaKtenkfMAHWCoLvaNOjtQU/Xo6IL1tCni2MYHLEtjjRxm5Wsac9RihytyVHJi07Utw9QmpDW1H+VPWgyaA+bicA9bBhEJPveLD09xdRInHDytQpqzTa/La+dEM20ceNGgsEgpaWlbdpOWwP7lpDAPLNJYC7abHCybWCx57JXmbjdPUOsFAEN5ScJtlcFA5Q6YSZF4yzO65j+tF2NZxhUWgaVJ5gga+hEcF4/aP/s/zW9HI8cpTk2zxs1IIyBn8Sk5IhhEjMT2f2YYRA3DGL1LvEszsQvyQ2igUtrIvT2FAey+EBSiJbYsGEDo0aNwmpjYqqoqChNe3RyEphnNgnM20G2lbH08RQAY2Mup8VcqkyDLX6bdX4fdMMgfYCbmDaz5yQdaGotkxrDoJ/rgVLd8rXoCDpV337icb5U8P5Z9r2/49LLUzieogeagE5cmvoK1UDMoFHAHjOMVEDf1G3dJaCvsEwcoNj1JDAXGScT68w9z+Pw4cOcddZZbd6W0YGfIVob6GYG3M0dJ9JHAnPRZvlKscO22O63GRNz6OMpJkcdBjker+bndPbupd0Qx0UD2/wnr8Xd7rMZH3co8RTlEpi3K6eJ7LutNf08xZs5QSrrgs1kYF4XpAdUYvKqX2uCWuPXnwXwuUrRq95tzQno44aBa4CHgWeAm/zXI3GGIPFv/esb3u4ec52bvE97TKyu+841kts/aFsUu17aH0eI7qgjg+l0UhjN7srS3HEifSQwT7Nsy5YbOtEy74Ogn51+Hzv9PlCKC8MxBrkeF1eHWZgbPGEtdldTnFxYqDmrlBYmJ4AeysRe5lkgV2k0iXr/lGSgGzYMwkCT0XZTmhnQ+7XG1uBHYyUnVdpaY+nEQ1nJ7bQ0J60gFdR7JAL4gNbEDQMnGSAc29rsRD9rGn8BHLBMRsUd0LpbnAUQoj2ZpolhGHhe1zqYlVKWzCaBuWiTnl4T/bxNkyV5IS6siTDQ9biuKsw/QgF2dJNuD3lKU2M278Oqh1Io6P519xmqrlVjWg4MWxvQH29zdQG6Bgt9zL/JYJ7PAnlb1wvqk/+eFnMwtGavP7Ezx74rm3qX1r/O0HDAsjiaPHA8aFtMiDnkK021JV/IQpyMaZoopTp7N1pESlkymwTmaZRt2XKAIk/hAUeayAgvyQsxLOYwIxLj3EiMvT6ry7cODKrECpgHmjnRZ49tMSbuMizmsK2bHJh0JUGtydSvTG0YuIBrQNMh9MkNjbuEtOa9oD8tcxjqOiudEnf4IOiXrLnIKJlYZ25ZlmTMRVp17ShJdLpi1+OIZR63vdq2gI83coIYJLJ7Xd2w5MJCZc1cNGhV0I8HTI3GsLtYVqU78CtN1/rKbJkNARsLGOm4adle3DRYG/AxPuZwdjiGpWXdPyFOpCtnzJt7ER1LMuaiTYo8j932id9Ge/w2XhhKHZcPQ4EO2rP20ZyFhepTpskHQR+Tow5XVYd5IT+HWBc/a9CV+NA43fh7ZZft40wc8rz0BdAfhgIctUzOCsfoW5U48K5N9ouvTfaMr7RMIvI+FqJLZsx1CzLmEph3PAnM0yQby1gCSlOgNAdP0jYQEl0rgt0g+9YzubBQS8oG1gcDaGBK1OHC2iivdMNONZnK1hBp5nyArqiHSgQEtWmuB9/u91FhmYyOOeQoTV/XI1cn+vfXCRsGhy2TQ7bFYcvksATrIgt1yYw5ifndzR0rOpYE5qLVipJZguas+BnQpCaYdVlKEdSwvxXPY0MwwDDHo8hTBJUiKgFMhzBJLCbUXfVPtjbcdZKzVq1x1LJYntPwb9tO9ofv4Sl6ex59PMXoWJxg8tu7NhmsH7AttvptCdRF2mVanXlXzJgrDAxpl5ixJDBPg2zMlkNi4lmVaTSrQ4lJ4ku7KyvxEh9Re1u5+Mp7IT9zaqJMicR5JzeY3p0TjanE76s7Z8x9qYC4Yx7PNQyqLIMqy6Ss7utDa/KUpncyWO/tKU6PxpkYjbPDZ7Mx4OOQLFgkuinTNLtcYC5dWTKbpDNEq4SUotRx2ez3NatzgybROtDsYqf86itNTrBrzsJCTTlk28QMGJSmiXrixHJI9DoJd/EDwhNxk0+tU/v9GAY1lslOv80HoQCL8kI8W5DL6qCfIs/jkpoIc6rDDIs7mE2cP7e0ZqDjMj0c5arKWq6qrOVztVFGxBzyPNX8c+5CdDClFNXV1eTm5nb2rrRIXVeW5l5aorS0FMMwGl3uuOMOAKLRKHfccQe9e/cmLy+PK6+8kv379zfYRllZGXPmzCEnJ4fi4mK+9a1v4boNvzfffPNNzjjjDAKBACNGjOCJJ55otC+PPfYYpaWlBINBpk6dysqVKxvc3px96QySMRetcmrcRQFbmhmkHrRM+nqK66rC7LUttvkSb718pchNLr5Saxrs8VkcbIfT8ulQ7CZaQ9a0oSRnh89mVNyl2HE54MvM59ldFHqJg8Dabpwxd5OnmQMaMqnnUdw02BD0szHgY4DrMTrmcE44xhQjzma/zU6/TbGrGOi49HM9bKDKNCjz2WgDSlyP4ZHEs6s1DMpti3LbYr9tUWUa0sZRZIT9+/fjOA6DBg3q7F1pEa1bUGPewuPi999/v8EZhHXr1vH5z3+eq6++GoB77rmHBQsW8Oyzz1JYWMidd97JFVdcwbvvvguA53nMmTOHkpISli1bxr59+7jhhhvw+Xz86Ec/AmD79u3MmTOH2267jT/96U8sWbKEW265hX79+jF79mwAnn76aebNm8fjjz/O1KlTeeSRR5g9ezabN2+muLi4WfvSWQytJR3RFtlYxmJqzVVVYXb5LJbnNL8kY0TMYVI0RlAfv2uzBmoMg5UhP7tamZluL9cfrSFsGjxf0PrsSFAprk0enCzKC6Vx78SxTo3FmRGJsyQnkHHvpXQZF4kxKeawIC+YsQe0dQo9xaiYw4i4g4/ESqb7bYvdtsUun90o4PYrTbHnUeImLr08hUniDMgRy2R9wMc+ObjNWplQZ75y5Upee+01vvOd72Bn+N8fQFVVFYWFhYz5y7excprXIc0Lx9jwpZ9SWVlJQUFBix/z7rvv5uWXX2bLli1UVVVRVFTEU089xVVXXQXApk2bGD16NMuXL2fatGm8+uqrXHLJJezdu5e+ffsC8Pjjj3Pvvfdy8OBB/H4/9957LwsWLGDdunWpx/nSl77E0aNHWbhwIQBTp05lypQpPProo0Di7MagQYO46667uO+++6isrDzpvnSWzH8niYwzxHHJ0ZqNLVww59OAj08DPvxKMdRxcUjWq5omLonl68fHHIY4HheGYxyOJgIOZZr4lGKQ4xE2DcpP8GXsV4o4pGWxlfoCyYWFmjPR9USipkmNYdDP9QgpJZPj2lFdC8Gqbvwa1ySfW5HrZXxgXmmZrMgJ8EHIT5HrcciyiJ/gbEbcNNht2uxO/r37tGZI3OVzkRg5rocFEpiLTrV792769evXJYLy+lpTY15VVdXg+kAgQCBw4uA+Ho/z5JNPMm/ePAzDYPXq1TiOw8yZM1NjRo0axeDBg1PB8PLlyxk3blwqKAeYPXs2t99+O+vXr2fixIksX768wTbqxtx9992px129ejXf+c53UrebpsnMmTNZvnw5QLP2pbN0rXdThsnGbDnA6JjDXtviaCuD1Lhpsjngb3R9hWnylm1jK8XZ4RiDXY+vVIXRJDLsdR8jHonSmE/8PvxoeruKAqXo6alUJm6930e5z6LI9eipEr3Hd/hsdtpWq4L2YY7booWFTmR5ToDP10b5YnWYZ/Jz0n4QIRJytEYD1d24lGW7z+JzERgTc9kQ7BprBDiGwd4WBtSW1oyKOYyPxokasCboT8xvEaIT7dq1i5EjR3b2brSY0gZGC1f+PLZc54EHHuDBBx884X3/9re/cfToUb761a8CUF5ejt/vp0ePHg3G9e3bl/Ly8tSY+kF53e11t51oTFVVFZFIhIqKCjzPa3LMpk2bmr0vnUUCc9EivV2PYk+xtAUlLC3lmiZv5IUYGYszxPGwtKbWNNlrWxR4iWx7X09REokByZ6sQNRIdEwpcT3Gxx3Gx53U7QBDHS817pBlUeaz2eqzUM0IjPOS9cpHzLYH5nt9NmsCPibEHL5UHWafbbHZ7zvhmQDRcqFklV5zfr9dlmmyx7YY5HoUuIqqZqwp0KVozVDHZVIkTih5lu6jgP+EmXaRHTq7bWJVVRVHjx5l4MCBnbYPrdWaGvNdu3Y1KGU5WbYc4He/+x0XXXQR/fv3b81uZi2JBFopm7PlNYbBrjRkjk9mc8DP5ib+9j8ggK0UwxyXsGGy3zZxjgm+TonF8WnNftvisGniB4Y7LoMcj96ex0DXY5DrMSMCcQOOWBa7bJNP/T7iTQRyB2yL0+Iu/TyXartxtr+l1oYChLRmWNyl1PEodTz+UCDZ83QKKk3X7QHUfO8HAwyqCTM5GmNpN5q3UOx6TInEKPIUO3wWq4MBqrv6WgiiW6ipqeFPf/oToVCIoUOHdvbutFgiMG9uKUvi34KCghbVmO/cuZPFixfz/PPPp64rKSkhHo9z9OjRBpnq/fv3U1JSkhpzbPeUuk4p9ccc2z1l//79FBQUEAqFsCwLy7KaHFN/Gyfbl84in3Ki2YLJ2vCNAR+6k7siuKbJJwE/u/12o6AcYEvAz4ZggMO2DaZJ3DTZGPDzel6IPxfm8X8FOfwjFGC3beGR6AJxZtThn6vCfPloDRdXhzk9EiM3mSmvC/B8aZwr/V5OkBeTq4BWmYYE5Wnm15qu1V24daptk1rDYIDrQRduR1rH0Jqp4RgX10QwgFfzQryZG0pPUK41fiX9DkTrHT16lPnz5xMOh/nqV7/a5Volwmc15s29tMb8+fMpLi5mzpw5qesmTZqEz+djyZIlqes2b95MWVkZ06dPB2D69Ol8/PHHHDhwIDVm0aJFFBQUMGbMmNSY+tuoG1O3Db/fz6RJkxqMUUqxZMmS1Jjm7EtnkYy5aLZT4y6a5rdIzGTKNPk0YPJp3QRWpRjsJjLXxW5iRcNiTzEh5uCRqGtvj+d+QW0UoF1Lg7KVH42TJRUP23w24+MOvZXicBc+wDO15uxwjCGOy/JQgM1+O22tEfM8xVmRGL1dj6d65KVlmyJ7aK1Zt24dL730Ejk5Odx000307Nmzs3erVerKP5s7tqWUUsyfP5+5c+c2mBhbWFjIzTffzLx58+jVqxcFBQXcddddTJ8+PTXZctasWYwZM4avfOUr/PSnP6W8vJzvfe973HHHHanymdtuu41HH32Ub3/729x0000sXbqUZ555hgULFqQea968ecydO5fJkydz5pln8sgjj1BbW8uNN97Y7H3pLBKYi2YxtGZkzGGr3+6e9Z2mSZnfpMz/WaBe4imGxV1KPI/8ZJYtnQU8vV2Xnkqxx7aolJUR087SEO6O79Um7PVZjI87lLhe4ixRF2Rrzfm1UUpcjzdzgpT50/Q8tGZk3GVyJIYP2C/lMKKFDh48yEsvvcSuXbsA6NevX5cNyqH9V/5cvHgxZWVl3HTTTY1ue/jhhzFNkyuvvJJYLMbs2bP51a9+lbrdsixefvllbr/9dqZPn05ubi5z587lBz/4QWrM0KFDWbBgAffccw+/+MUvGDhwIL/97W9TPcwBrr32Wg4ePMj9999PeXk5EyZMYOHChQ0mhJ5sXzqL9DFvhWysLy+NO5wXjvG3/FCru7F0Zb1dl0tqouyzLV5PUx3vF6vC9FKKpwtyiHbhLGemuuFoDQcsk4XJcqHuzFSKr1SF2eGzeCu369WZ+5VmZm2Enp5iSW4wbROh67Lk/VyPrT6b4Y7LyqCfDcG2zxMRmaEjJoD+9a9/paysjEsvvZQXXngBz/O477772v1x062uj/mwP3wXq5lnab1wlG1zf9TqPuai5SQaEM0yOuawrw0tEru6w7bNEdOkn+vR02175XK+q+ilFPtsS4Ly9qAUBhDJkoy5Mk00kNcF66dDSvGFmggFSrEwL5SeoDx5hu+fqsPke4rXcoOpCetl0v1ItJDrupSUlDBixAhGjRpFLBZjz549nb1brdeS+vJW1piL1pOIoIWyMVvey/Xo6yk2doPa8rZ4OyeABubURAi1cZJdb8/DAD6VIKFd5JDoex/OoqXbPRITXruSXKW4qCZCQGtezcvhcBpKuvI8xezaKNMjMbb6bf5WkMM+n81gx+OIaVIjpSyiBbTWRCIRYrFEe95zzjkHgLfffrszd6tN6tolNvciOpZEBeKkRsc7rkViJqu0Ld7MCXBBOMa4aJyVbZiw6SXjxex+RdtPTvLAKZpFgTl8tghXV5CbzJRrEp1X2hwwa81wx2VqOEbcMHgtN5haGdTUmoGOy3opYRHNUFFRwbZt29i+fTvbtm0jEomkuq8UFhaSl5fH9u3bO3kvW6+9a8xF20hg3gLZmC0PqESv7Q+D/k5vkZgJdiczenYbswjB5P3NVs15FyeTmyzpiGRRmZBnJCZQdgX1g/LX8kLUtvH3FFCa6ZEopY7Hpz6bFTkBnHqfV/1cDz8QMQwsrfHS/FnmV5piz6PE9ejlKd4P+anI0rK/jpaOhYbC4TA7duxg69atbN++nYqKCgzDYMCAAUyZMoV33nkHs957dMyYMaxcuZIdO3ZQWlraxmfQCVpSoiKBeYeTwFyc0Klxp9u0SEyHz4cTpzMr2rDC4oC4y4xIDA1UZFHg2JGCyQA1kkUHk3GM1PPOZOkOygc4Lp8LxzDQvJETZGcT3Vw8IA7MiMSYGolxxDLZbydW/z3QivIZv9KUuB596wXjBlBjGBjAObUxXsoPobLo/deVOI7Drl272LZtG9u2bWPfvn0A9OnThxEjRjB8+HCGDBlCMJg4K7pixQqsegdaZ599NitXruSdd97pkoF5a1b+FB1HAnNxXIbWjIo5bPPbxLJkEt2JTEh2d9hjW2wMtP6U+HDHBeDZghzCEpi3i1AyY54t7RIBYqZBrpfZ36InCsp7eB49PMVOn92ss3O21kyOxBgVd9ltW7ybEzjuGZJyn82fC3PpoRTFrqLY9SiNu4yNOWzx27wfDJy0DayhNcPjLqPjTioQrzYN9lsWG/0+ym2LGtOgp1JcUh1hYjTO6lCi7/LUcIxNAR+VUt/eKZRSbN26lfLycrZv305ZWRme55GXl8ewYcM488wzGTZs2HG7jmitUfXmFeXl5VFQUEBZWVlHPYX0au9G5qJNJDBvpmwsYxnseORqzSbJlpPrKcbHHCIGLMoJtGlbPT0PBamg/IKaCANdjy1+m+Wy0FBa1GWOa7MoMK8xDfp4ifdqbQYGgE0F5TkqsVbAsLhLr2Tgc9ByeCsnePyac60Z6rhMisQJat3shYi0YVBhWVRYFpsDPtCaU+IuUyIxBjoeK0J+dvgab8dMjhsXjZOnNWW2xYacAOW21WS2v8KyWBP0MzEax681IaUZ7Hr09jw2Bnzs8tm4kklPq2PLWZRS7N+/nx07drBjxw527txJLBbDsiyGDRvGzJkzGTZsGEVFRRjN+F0MGjSIrVu3smLFCqZOnQrAuHHjePfdd9myZQunnHJKm5/D/v37G/TYbk9SY57ZJDAXxzU6FqfcMjkii98wqzaxPPji3CC0McudozVu8rNucjjGIDcRqJ8ad1nvV1S1oUxGJAS0RpMoX8gWO3w2Qx2Pfq7HpxkYmJ8WdbA1vJYXpL/jMcyJUeJ6eMAun80HIT9xw+DscJRLq8O8lxNg2zFJgSLX48xIjCJPsdNnsSoYoLq1z9Uw2BLwsdtnMTUS47xwjDLb5b2cAGHTxNKaU+MOY6MOOVqzw2ezOOhrVsvYdQEf+UpRlGyLClDsKYrDMSrNOAvzQlk1/6HdaU15eXmDQDwajWLbNoMGDWLGjBm8+eabFBUVcd1117V481/60pf4yU9+wrvvvpsKzD/3uc/x7rvv8u6777Y5MN+5cyd//vOfO7Y3umTCM5YE5s2QjdnygY5Liad4QzK4jIzFKVSarT47Lasq7rFthjku1x+twQZqDXg9N8RlNREmxmK8ZXe9BWIyjb/uSyeLgp+6yY52Bn7j+pSij+fh05ovVkcwgX22xbuhADv9doOJmi/m5zAtHOOccIz+jsd7OQGCSjMpGmeo43LYMlmYxkWIIqbJm7khBsddpkViXFYVZqvfR6njEtCabT6bj4P+FpWhaMNgWROfnT09j5k1US6uibAoN0RVBh5AdQla00MpSlwvdfmf//kfLMti0KBBTJ06laFDhzJgwIDUkvDvv/8+R48ebdXD2baN3+/HcZzUdcFgkJ49e7J7926UUg0mhzb/aWhWrVrFwoULGTx4cKv2rTUkY57ZJDAXjQSU5qxwjF22xc4sb5FoKsWUSBwHeCeUnlZrb4f8FChFT0+xNuDjw4APTBMX6OW1rT+6SPBrTba9kvHk96cvwxYZOqc2ylDHxSBxBmNN0M92v33cjLFjGLyTG2RP3GF6OMawSje14MbKoJ8NAd9Jy1Zao8xvU25bTIrGGBF32O63+Tjgb31GvgkVlsUr+aFkcB5maW6oVZNPs5lfaS6sjdDXU3jAQctkk9/Hw1+6joEDB6YC8WPl5ORw5MiRVj3m66+/TjgcZuTIkQ2uHz9+PG+99RabNm1izJgxLdqm4zi8/PLLfPTRR0yZMqXBcvLtTmrMM5oE5qIhrZkRiWKgWZYTaJcvwK7kc5E4NvCPUCB92VfT5OUmlon3DLDkQzAtfFkYmFcmV/8szLDAvJ/r4gFv5gTZ3UTHlOPZ5vdx0DS5siaSuq6/67GhHXuRx02D5TlBljf+80ybWtPk1bwQF9RGmFUT4e2cIGUteF2yWUgpPl8TJUcrFucG2WdbqdaX5//9uRO2TfT7/Xie16LstlKKV155hdWrV1NQUMA111zT4PYZM2bw1ltvsXz58hYF5keOHOHpp5/myJEjXH755YwfP77Z900Pg+avepDdMUBnkPNoJ5FtZSzDHZchjseyUDDrayCHxB2GOi6VpsGngfafAOuRmWUIXZGtQWXZ94mTDMx7tHFV2nTzMPAMWhSU16m2LZ7okccTPfKoNgz6uR59HRcy7Dm2hK01fT2PasvEBs4NR7GkJ91J5XkNV4nd7bNb1I9+1KhRaK1Zv359s+/zzDPPsHr1agoLC7n11lsbBfR+v5/evXuzd+/eBl1bTmTTpk385je/wXVdbrnllk4IyvksY97ci+hQcpguUvI8xdRwjE99dtZncCaHY5wWd/CAJTkdU/PtGgb+DMt2dlU2Grezd6ITRA0ozLByKNeAQBp26aOgjxmROBfVRtFAxEiUhuyxTbb5fUQ7K5GgNUMcjz6eR9wwiKUuJH42DfxaM8DxGOB6FLseFlBpGmzw+yjzWWlf8Ki78SvNF2oiKKP1q8ROmTKFxYsX8/777zNu3Lhm3efw4cPYts3dd9993DETJ05k8eLFfPTRR0yYMOG445RSLF26lHfffZdRo0bxT//0T6k+6R1OSlnSxnVd3nzzTbZu3cp1111Hfn4+e/fupaCggLy8vFZtM7ujr5PIqmy51nwuHCVuGKxoYzvAru6c2ijDHJcaw+DF/BDxDvrC329ZnKpcxkVifBzK7t9BW1marOy9v9NnMzruUuy4HEjT5Mi2cg0jLSvcbgn4KbdshjkO/V2PHkrR300Eu1OiiYPoCstkXcDHzo5o8ZoMyCdE4/RUihrDwEYT0E2f/HeActvi/ZCfPbad1tr17m5qJIYPzd/zWr/2g9/vp0ePHqnsdnPKWXJycjh8+PCJ923qVJYsWcLKlSuPG5jX1tby3HPPsWPHDmbOnMmMGTOa1aax3cjKn2mxc+dOvvCFL1BWVkYsFuPzn/88+fn5/OQnPyEWi/H444+3aruZ8cktOt1pMYe+nuK13GCDDgnZZkQsUb5yxDR5Ma/trRFbYlnIz2DXZWLMkcC8jUzIyl7Ra4N+RiUXzlmaIYG5k1wNMx2qbZO1doC1yZ9NpRjgegxxPIo8jz6e4vxwDC8cY59t8WHQx2HbxlSKUPLYoNagbX/XWlPquJwedeipFHtsi2U5IQ7WTeLUGr9OtOwscb3EfpsGB2xLVgJthUGOy3DH5Z1kG8u2mDZtGgsXLuS1117joosuOun4kpISysrKOHr0KD169GhyjG3bFBUVUV5eftyA/+9//zsHDhzghhtuyIiVQmXlz/T45je/yeTJk1m7di29e/dOXX/55Zfzta99rdXbzYxP7gyUTdnyHp7HGdE46wO+tLUg64pyPcWMSAwXeKWDg3IATDPVSlG0jQHke4oLayJEDYOwmbjUGibVpkG1aaC64RyKqGkSM6DY8zp7V1LitN/0MWWa7PKb7EpmyE2VWAhsRNxlgOsxsMZDH/P4NYbBXwtzW/xYfqUZ5LqMPV5AXscwiBtgKs2MSAwDiBgGhy0zebE4ZJuEDSPrJ9efjF9ppic7hG1Nw3fT1KlTeeutt/jwww+bFZjXdXjxTvL3NHny5NQk0SlTpjS4LRqNsnXrVmbPnp0RQTkgpSxp8s4777Bs2TL8/oYT0ktLS9mzZ0+rt5u9UZgAEqvanVMbo8o0+bAdux10BROicQzg9bwgbicFbek45Z/tTJVYLt0HDHS94waFdd9NHomOOA4GccMgbhpEDYjW1QqbBhEMoqZBxDCImEZi4aIMDeyrTJM+GVJnnu8qBtf9DpRq99dMmSZrQgHWhAIElWJCNE6u0qnfZX/Xo6dS5Ch18uyr1hQqzUDHZZDjUuwpTDh+QH6MAqUxgPdCfoJK09tTnBp3CelEL+yIYbDXtvgw6G9VzXQ2mBqJYbWgQ9ixK4A2JRQKUVNT06zHr6qqAqBnz54nHDdp0iReffVVVq1a1Sgw37p1K0opTj311GY9ZoeQUpa0UEo1edC2e/du8vPzW71dCcyz3IRonEKlWJAXyvoJSH2TK3AeTMMiQq0l7RLbrlcyMP8w4GNtKICpFPlKk680uVqR62lCOnEJaI1fa3zJ/8/RGjMZ057or0HX+1fVXQxwkx1IHMPAJfHvZ/9f93Pi3ziJg4CYAXFMYiaNA36lsEl8UPsU2Ch8OvGzrTW2BovE/lsaLCA3QzqWjI/EmBhLBKFbfXaHH8hETZP3jlnkp7frcklNlKuqwlSbBm/nBJpcNKyf4zI9EqNAJSYR77Ut3gsF2O2zml1OkZ/8PWzx+z77bE2+x3p7it6uxylxl8urw2wM+Pgo4CeehfMijqd+CUs6O4RFo9FGGc7jqa6uxjCMk9ajm6ZJSUkJ+/btw3XdBr3UN2/eTN++fY9bCtMZDJ24NHesaNqsWbN45JFH+M1vfgOAYRjU1NTwwAMPcPHFF7d6uxKYNyGbyliGxV0+8fs4IotcUGWZFLgeF1eHeaWJPuMdodI0GYzH+TWRxHLjdtu/kAbFHQwSE886aiJrZypKZosPJ5dOV6ZJpQmVLdmIUviBXJUI4INKE9SKQLJ22K9JBfQ+nQyS0fjQBFTizEf9TsEtCbfqfw+2NkzrzO9Sv1J8oSZKL6WIGvBaboiKDPl8OWzbvBsKMCru0NtTXFgb5ZnChp0TTK2ZHokRNQxW5gYa9MpuiXxPETaMhvc1DMKGQdg02eWzWRf0MybmMC4aZ0TcYW3Qz2a/L+tr0dNdwlKfZVmEw+FGAXRTysvLCYWa15XrzDPP5O9//zsrVqzgrLPOAhIZ1S1btjTKonc6KWVJi4ceeojZs2czZswYotEo1113HVu2bKFPnz78+c9/bvV2JTDPcgYQlSwNAItzAnyhNkqJp+jpulR0QuZ8bdDHUMdlsOsxqCbMnwtycNoQTNtKcUE4Ueda91kcNyBsmFRaibrX/bbFQdPM2NKMlurpJgLzA205qDFN4kDchIo07JOpFAEgqD7Lzvs0+NH4VeL/fSQy4DYaQ4NnGCgSZTYun/UD94zExFaPRCbeTf7sGuBqmBWOduqZl1m1UXoqxTafzdshf8a9rz4N+Pg04GNqOMrouMuQuNOgi8spcZd8pVmaH+So1foDikKlqT7JZ6trGHwU9LPFbzMhGmdKJM7omMPqYCCx6nKWBugtLWFpiQsvvJC//e1vvPTSS1x++eXHHee6LrFYrNkLB40fP56///3vDWqLy8rKiEajjVYM7XRSypIWAwcOZO3atfzlL3/ho48+oqamhptvvpkvf/nLzT6ga4oE5sfIpmw5JLpXyAFxUrLO/qLaKIMdr1MCc9c0+WthLkPiDueHY5wedVjVhvaV/ZL1vdt8Nh5QqBR5SlGoFD0VDHU8wEnVWscMqDFNKiyTQ5bFPtuitovVvxYolTgAyaCAUJkmESDSjruU6ykurg0T0ok66M7Q0/Xo7Sn2WyZv53ZSj+Zm8uvEZ19NveDZ0prx0TjbfHbrg3KtmRiNM9Rx+aCZ83YipsnynCAbAx6TInHOD0fZ4PexMgtb17a1hOVkdeann346b7zxBh9//DGzZ88mJ6fps6P79u0DoLi4uFmPa5omlmWxceNG/vrXv3LFFVewefNm8vLy6N+/f4ufR7uSjHna2LbN9ddfn95tpnVrossx0PJ3V8+IeKIjyuE2ZMrSYaffhxOOMcxxWEXrv5zr2rV9GPA3KosxlaLYUxQng6kCpcjRmiJP0ddTkFyiR5PowRwxDapNkwrT5KBtZmxpTI7KzsWFZtdGyNGw3m/zfk7nBMVTkhOo3w9l/kTynp5CQYMa81Exh5DWrGnDRPgRcZfxMYf3g37Wt3DF4KOWxZK8EJMjMUbEHd7XfnQWZc3bs4SlvrrFhvbs2cMpp5zS5Jj9+/cDUFRU1Oztfv3rX+epp55i/fr1VFZWEg6HOfXUUzu3Z3lTJDBPiz/+8Y8nvP2GG25o1XYlMM9yBomJayIRqA5zXMKtXD483Q7aFv1cDzM5AdAlkXktdlz8+vj7OD0cZXjc5aOAj14qceDVVK26Mk3KTbPJFplBpShJ9obupTR5niJHaQqUx0C85CzFxHvHMSBsGFQlM+0HbItyy+y0doRBnejCkVWSE1wPWGanBeUAm/w2/VwvUbudn5NxZSz1+bXGBOYereETv82qUIBxsThb/G1b/KeXp6g0Dda3Ibgv89mMjTn08hSHM6Q+vyNMisawdfuUsNQXjyc+wF577TWi0WiTK4EWFhYCcPTo0WZvt1evXtx5553Mnz+fsrIyAM4777w272/aSWCeFt/85jcb/Ow4DuFwGL/fT05OjgTmonUMLX93dSZF41jAqmBmnD7e5rPp73rMSU6kA6gwTXqoRNs2Lwz7bYuPAz72JYPrIXGHU5NZ/4kxh7CRyHa3VNQ02REw2cExGT+lKFDQz3Pp7Sp6KEVuMijsoTyGuB7EnNTnvmNALDnhrcY0qTKNRJmMbaW100J9NlCRZfMm6l7Jzg7hyvw+1nqK02MOM8MxFue1vs6yvX0c9DEi7lLkKfxaMybm4NPwccDHebURSh2PjwM+Vjdzsa/x0Tg9PYWlNdVtfG8ftEwcoL/rZVVgHjZNfEAfT7GrHQ/qhg8fzttvv83hw4dZtGhRk4H5kCFDANi7d2+Lt3/11Vfz0EOJstjjZeQ7ldSYp0VFReMZSFu2bOH222/nW9/6Vqu3K4F5PdlWXw7JGnP5uwOg1HFxgG0tPP3cXrb5LM6KQG+lqDITfZh7J3sp77IteniKfq5Hf9dLTA40EnWzHvBB0MeZUYdcneYg1TSpMqHK9tOowkYpeitFX9ejt6cpVIqQUoSUJg9NX0816DJS12owXhe8m4nFfypNgwrL4rBltrhUxk62SqzK4Exte1CmyUHLpMhTjSYzdrQ1oQDjYg55GdK28Xg2B/w4GBRFYkQMg9OicTYFEsF6qZMoAWvuKshjo3HOiCaysDEDtvna9vprw2CfbTHAcfk4i9aXWBvw0dv1mB6OsbvAanUZz8nqzAcPHsx3vvMd/vjHPx438Pb7/ZimyZEjR1r8+Hl5eUyYMIHy8nKCwcybayHtEtvPKaecwv/7f/+P66+/nk2bNrVqGxKYZ7m6bh1ZTylyNBzIoImOyjRZ7/fhGfBhXdZOKfooxaFkXaxfKcZHHQY7LiYQNeHdUIADlsnEqIMPiHdUWYdpctg0m+wLDYlSod5K0ctTFHqKAqXJSbYhzFOaQuXx2RSpRJ6/blJqXeY9YprUGImVOysskyOW1WCJ9aJk8F9hZd/R5ruhAJfWRDgvHGOT67Gik0pazOQZnYoM+ls6nt0+CycCY+IuCthlWcwKR6k2DfKVZmszStpGxhwmR+N8HPAxKuYQ0Jy0G0tz7PVZTInEsbXGzZbSrGSXmktqIvR1vXZdidrv9zNkyBD27NnDnj17GDBgQJPjdAvXpP/000959tlnicfjDB06NB27mn5SytKubNtu1ZmW1P3TuC9dWjZmy6EuMM+SD/0TGOgmArrdGXbauFFHFtPkUL1scNw0WZUTaHKC6Ku5IS6tjRDJkC91ZZocNE0OnuBTx6cUvT1FL8+jUGnylCaUDN5zk8E70GTm3TWg7jv0UCdP3u0MlbbFnwtyuLYqzBDHZUUn7ceAZCegAxn2t9SUuGnyRm6QWbVR9lkmZ0bjHDVN4gbU2Ca1JznzMiSeWIhog9/H6qCffKUodbw21ajXOWJZyQWjNJVZdKB5yEqcORvquO0amAOMHTuWZcuWsX79+iYD85ycnBbVmL///vu88sormKZJbm5uk6tCiu7jxRdfbPCz1pp9+/bx6KOPpnrZt0bmpzRE+0lOfhoXjTMuEsPO8FPP7Wmo46KBLRlSxpIOOckotU39vDuYk5yMuiEYYHlOkEV5IV4syOGZwjz+1COPP/TI4/8Kcng5L8iykJ91fh9ltkWFZeJgpCriD2dZjXkd1zSJGAZ2J2a56t531UYXeN8l2yNWmQZHbIseSvFByE9fT528K4jWTIwmOoisDPnBMChL3icdGfOsZRjs8NkMcVyMFmarW6pfv34YhsHOnTubvL2oqIhoNIpqxnejUorFixfj8/n4xje+wVlnncXevXtx3czrEWXwWTnLSS+t2P6ePXu4/vrr6d27N6FQiHHjxrFq1arU7TU1Ndx5550MHDiQUCjEmDFjePzxxxtsIxqNcscdd9C7d2/y8vK48sorU51y6pSVlTFnzhxycnIoLi7mW9/6VqPX+8033+SMM84gEAgwYsQInnjiiUb7+9hjj1FaWkowGGTq1KmsXLmyWc/zsssua3C54oorePDBBxk/fjy///3vm/lqNSYZc7I3W947uUJijtZMijmcEXOIGLDHttkQ8GXMan0doThZpx3tRrXJda0Sd9vd52ADEpn3Q6bJoSY+vWbWRBjgenhZmDGvEzMNcr3Oi8zjya9yXzsHVelwatylxFOsDPqZHI3zUcBHD0/hATtPUsZS7Cl6KM2KkC/VQWS7zyaea3C0G32OdIa9tsW4mNOmcpaT1ZnXycvL4/Dhw03e1rdvX7Zv386RI0fo06dPg9uUUmzbto01a9ZQVlZGdXU1AGeffTaFhYUMGzaM119/nbKyMoYNG9aq59Bu2nHyZ0VFBWeddRbnn38+r776KkVFRWzZsoWePXumxsybN4+lS5fy5JNPUlpayuuvv87Xv/51+vfvz6WXXgrAPffcw4IFC3j22WcpLCzkzjvv5IorruDdd98FwPM85syZQ0lJCcuWLWPfvn3ccMMN+Hw+fvSjHwGwfft25syZw2233caf/vQnlixZwi233EK/fv2YPXs2AE8//TTz5s3j8ccfZ+rUqTzyyCPMnj2bzZs3n7SHfXMO2FpDAvMsNsD1iAN/LshhoOsxMu5S7HqMcFxOSU6EPGhbbPHZbPdZGd36rE2UIldrjnSBmtiW6J1caKeqC2XM2yqgdda3/4wZRqeeCq2bMOnL8OLUkFJMjsTY6rMZEXc5app8FPTzxeoIZT77pBM/T405VJmJSZp1tGGwO83lF5n9KqZfnqeYEYlRYxhUdcBncklJCVu2bMF1Xexj5sfUBey9evUCEh1aVq9ezfbt2zl69Giq/tzv9zN48GDGjh3LlClTgMTCRHl5eWzdujUDA3Parcb8Jz/5CYMGDWL+/Pmp646ttV+2bBlz585NtZL8l3/5F/7nf/6HlStXcumll1JZWcnvfvc7nnrqKS644AIA5s+fz+jRo3nvvfeYNm0ar7/+Ohs2bGDx4sX07duXCRMm8MMf/pB7772XBx98EL/fz+OPP87QoUNTHXJGjx7NP/7xDx5++OFUYP7zn/+cr33ta9x4440APP744yxYsIDf//733HfffS178mkigXkWG+i47PVZaNNkl99kV7KTQ76rOC0eZ6Djpbp+nB2BKjNxinFDwJeRC8u0VnGy00lnrZbYXvI91apWiV1ZQGuyvaozbBgYJDrUuJ3wd6qS8WymF3NMisTRyUnFPZTi5bwQPTxFT6VYdZIFkvxKU+q4rA3627XfdrYp9BSzaiK4BryeHyLcAe/fU045hS1btrBp0ybGjh3b4La6hYEeeughYrFYqmbctm1KSko45ZRTmDRpEgUFBY22axgGw4YNY9u2be3+HFqsFYF5VVVVg6sDgQCBQOO5TS+++CKzZ8/m6quv5q233mLAgAF8/etf52tf+1pqzIwZM3jxxRe56aab6N+/P2+++SaffPIJDz/8MACrV6/GcRxmzpyZus+oUaMYPHgwy5cvZ9q0aSxfvpxx48bRt2/f1JjZs2dz++23s379eiZOnMjy5csbbKNuzN133w0k+tmvXr2a73znO6nbTdNk5syZLF++vMmXY968ec140RJ+/vOfN3tsfVkfmGdrGUtAJVZ4fNff+A+r2jZ5z050dLCUYmTcYZjj0dNTTIg5nB5ziBqwz7ZZH7CP24WjqxjuJGrStnRii7n2ENKaym50ANUcPq1xszxOqk3WNxcqxeFO+P3nqMQ3eaYv8lRlmQQcGBV3+Cjg44htMSXZOnHvSQ7SB7kuFvBpOy5Elps8TZ4tGfNerses2ghhw2RRXrDd1jk41mmnncYrr7zC5s2bMU2TjRs3snv3bqqqqlKlCuFwmD59+jB8+HAmTZrU7NVAhw0bxkcffURFRUWDUg6AWCyG3+/vlFVBW9MucdCgQQ2uf+CBB3jwwQcbjd+2bRu//vWvmTdvHt/97nd5//33+cY3voHf72fu3LkA/PKXv+Rf/uVfGDhwILZtY5om//u//8s555wDQHl5OX6/nx49ejTYdt++fSkvL0+NqR+U191ed9uJxlRVVRGJRKioqMDzvCbHHK/V4Ycfftjk9cdqy++1a0dUotX6uy4GsMd34i8gzzTZEAywIdl5rb/jMirm0NfzGOq4DHNcXOCwZbLF7+PTLljyUpKsL6/pRqUsVrJl3dFu9Jyaw9YQzvKJd3WL2+R7msOd8AkfSgYzmd7/+KOAD0tr+niKj4J+DK0ZFnfZ5rdP2j+7v+Nx2DLbLXjMUYqpkRi7bSsrJpIWux4zayJUWiaLckPE0/Scm1NnnpOTg2marFu3jnXr1gHg8/koLi5m6NChjBs3jn79+rXq8UeOHEmPHj34y1/+wo033pjqaa615qGHHqKkpISZM2cyePDgVm2/1VqRMd+1a1eDMwNNZcshUXc9efLkVJ33xIkTWbduHY8//niDwPy9997jxRdfZMiQIbz99tvccccd9O/fv1GGO9O88cYb7f4YWR2YZ2u2HGBgK79Y9vps9iZrKHM9xWmxOIMcj2JP0TcS46xIoiPBTttmfdDXJSZT5qnul1nul2z/eDCL6sshsfJlLMMzte2tOtlaL7+Tuizt9PmYGHM4JxLDALZnaqcjw/hsfQCgyPUIac32ZnRj6ed6zepx3qrd0ppza6N4GLyTEwTDIKA00yNRIobJQdvkoJUM2LvKe11r/Br8WhPQOvVvQENQa8ZF4xy0LZbkBjulZ7vf78dxHC688ELGjRtHXl5eWrYbDAa57rrr+P3vf8+zzz7Lddddh2VZGIbByJEjWbduHfPnz2fkyJF84QtfaJQhbjetCMwLCgqaLNk5Vr9+/RgzZkyD60aPHs1zzz0HQCQS4bvf/S4vvPACc+bMAWD8+PGsWbOGn/3sZ8ycOZOSkhLi8ThHjx5t8Jrs37+fkpISIDE34NjuKXVdW+qPObaTy/79+ykoKCAUCmFZFpZlNTmmbhudIasD86ylNQNcl0/aWLpRa5mszAmyksSiIqc4LsPjLr09xbi4w9i4Q8yActtio9/H/nbuSdsaPV0PC9jXzQLYuo4se6zMe83bk4EE5nUHmbmd1BWlyjZ5KS/ExTURzonEGBl3KPNZbAg2b2n7zlKY7FJ1soWRCpUmR+sGkz7TaWI0TpGnWJgXImYmmvOfHY5S5HlEDcXoeOL3utHvY8Wx6xx0IktrCj1FvtLkKUW++uz/85SmqVerbuXfMp/NuzkBvE762/X5fBiGwfTp09O+7aKiIq655hqefPJJFixYwBe/+EUMw+CCCy5gw4YN9OvXj927d7N48WKuuuqqtD9+U9pz5c+zzjqLzZs3N7juk08+YciQIQA4joPjOJjHJMMsy0qVDk2aNAmfz8eSJUu48sorAdi8eTNlZWWp39H06dP5r//6Lw4cOJDqnrJo0SIKCgpSBwbTp0/nlVdeafA4ixYtSm3D7/czadIklixZwmWXXQYkMv5LlizhzjvvbNbzXbVqFc888wxlZWXE4/EGtz3//PPN2saxsutbu55szpb38RRBTVq7ByjTZHPAz+ZAYtJUseMyOu7Qz/UY4niUOh4ecMQy+dRvs8VnozIgSz0inpge2Z61op2hj+dlXUcWWyXOEmR7KUvcNNFASHVeLUmFbfFsQQ5frI7Q11OUeIrxMYd3Q4HUJPNMk68UtYZx0uCwv+viAfvbITAf4LiMjzmsCvpTCzSdHnMY4Hosyg2y12fjV5rxsTijYw4fBv1pK/toLVNrRsUcTo/FCSTfcg6Jkqpqy2CXz6bGNIgYiYWbYoZB3DCImUZicnoGHEibptniFT5bYujQoXzxi1/k73//Oz179uTss8+mZ8+eTJ48mbVr1zJ48OBUu8UO0Y7tEu+55x5mzJjBj370I6655hpWrlzJb37zG37zm98Aicz7ueeey7e+9S1CoRBDhgzhrbfe4o9//GNqsmRhYSE333wz8+bNo1evXhQUFHDXXXcxffp0pk2bBsCsWbMYM2YMX/nKV/jpT39KeXk53/ve97jjjjtSZTa33XYbjz76KN/+9re56aabWLp0Kc888wwLFixI7e+8efOYO3cukydP5swzz+SRRx6htrY21aXlRP7yl79www03MHv2bF5//XVmzZrFJ598wv79+7n88stb9LrV172iEdEsAx2XmAEH27H++IDP5kAy8A8qxZiowxDXpY+nKIrEmRaJU2MY7PJZrA/4qe2kWuh+bqJncUUXn8B6rHyliHf+912HqivdCGfAF31n0yQm/3amuGnyXGEuKMWkqMNpcYcLwjEOxRxezQ1mxIF5fflKN6ueu5/jccC20p7dDSrF2eEou2yLdcnyn/6Oy4RonLUBX6qEMG4arA/4GBNzGOY4bAqcuINMu9GawY7H5GiMPKXZ4rfZ4vdRbZrEDDIi4Ibm1ZmnIzDfunUr7733Hnv27OGCCy5g8uTJDW6fMGECR48eZenSpVRUVFBZWcnevXuJxWLs2bOHUCjUpsdvkXZslzhlyhReeOEFvvOd7/CDH/yAoUOH8sgjj/DlL385NeYvf/kL3/nOd/jyl7/MkSNHGDJkCP/1X//Fbbfdlhrz8MMPY5omV155JbFYjNmzZ/OrX/0qdbtlWbz88svcfvvtTJ8+ndzcXObOncsPfvCD1JihQ4eyYMEC7rnnHn7xi18wcOBAfvvb36ZaJQJce+21HDx4kPvvv5/y8nImTJjAwoULG00IbcqPfvQjHn74Ye644w7y8/P5xS9+wdChQ7n11ltbPS8BJDDPPlozyPXYa598glO6RE2TD3ICfEAAlGKE4zEi7tDHU4yJu4yOJ3qm77ctNgZ87LXMDptAWqAUNd0wwxrUdLu6+ZMpSGaIT7aMejbwSNTzZgTTZHVOgLVBH+eFYwxwPf6pJsILBbmdvWcN5CvVrMnSRZ5iczucYStQmqCGj5ItGHOU4pxwlL22lWjLWE/ENNltW5wSdzstMJ8QjTMh5rDHtlia6+doF17UyzTNFi8Wc+DAAdauXcvGjRuprKxM3d8wDF5//XXOOOOMRuUa5557LuFwmM2bN1NSUsK0adPo378/H330UYe2VWzPUhaASy65hEsuueS4t5eUlDToc96UYDDIY489xmOPPXbcMUOGDGlUqnKs884776SdVO68885ml67Ut3Xr1lSdvN/vp7a2FsMwuOeee7jgggv4/ve/3+JtQpYG5tlcxjLY8ejtKVYFOynLYpp8GjD5NJkR6u26jIm59HddBroeg9xkCYZpUG5bfOJvv3aMeZ7CIlED353YWdqRJS/5xZgNXSy6Itc0WZwX4tzaCKWOx5hoLKPqzvOVYlczy/tUOyQ1DlkmDon5IYctk/Nqo7gYvJ0TbDKJ8knAx8zaKL1cjyOd8BkWSZZMLcsJdPmD4ZNlzJVSbN26lXXr1rF7926OHj3aKJA/66yzmDFjBmvXruX1119n6dKljTqMGIbBxRdfzMUXXwwkFjD629/+xu7duzn//PPT/8SOpx0z5tmkZ8+eqRKkAQMGsG7dOsaNG8fRo0cJh8Ot3m5WBubZytSaydFEC659GTIR87Bt804y8PYrxZeqwiggV2lGxl1Gxl0UiWBrn22xJY2B+oi4gwFszZDXIl36uR4GcCCL6ssh8Z4BOmS1wExnACpDl/h5NxSgvxtmStQhX2lW5AQ7e5fwJ7PVzTmoUyQ+S9NNGYnPuJExh0FOYhL9q3UTQJuwx7YIGwanxF1WdEJgvtVvMykSY2TM4YNQ5hxgtcaxgXlNTQ3r1q1jy5Yt7N+/n9ra2tRttm3Tp08fSktLGTduHHv37uXVV1+ld+/e5OTkMH36dN555x2WLVsGwAUXXNAoc661ZsWKFSxZsoSCggJuvPHGjm2Z2IKMuQTmja1bt46xY8dyzjnnsGjRIsaNG8fVV1/NN7/5TZYuXcqiRYu48MILW7397hWRNEM2Z8tHxRzylGZpbidly0+iR3IFznV+Hx/kBMh3FafEExOfCpViVNxlVBoD9QGuhwIOdLNALls7soS0RgORzt6RDJGp36euafJsfg6X1kQYHXcpdsO8mROkuhMPJOvmJ1Q1I/OrDGivPd0U8HF6NE7cSGTKD50g4NaGwad+m1Exh1Uhf4d3NHENgy0BH6fGHdYGO/7xW+JkdeaGYeB5Hr/61a+oqKjAdd3UbcFgkMGDBzNixAhOP/30Ri0DS0pKePXVV1m7di0TJ04E4Etf+hJ/+ctfePfdd9m2bRv/8i//AiQC8v379/Pqq69SVlbGmWeeyYUXXojf38HfyZIxb5Px48czZcoULrvsMq6++moA/v3f/x2fz8eyZcu48sor+d73vtfq7WfXN3cW8yvN6bE4W/x2xtYCnhp30cDmZJlLtW3ygR3gg+Tt+a7i1DQG6j28RBeGrrYg0sn09hQaOjXQ6QwhlQjMu9vvszUMWtxMoUO5psnzeSHOD8cY7HpcURNmr23xVk6AeCf8/vJTZVDNCMxpv8C8/joRzfGp38f4mEN/12t2GU46bfb7OC3mMNDx2NmFO1vVtbk7fPgwhYWFDBgwgNGjR3Pqqadin+T7xLZt8vPz2bt3b+q6wYMH8+1vf5vf/e537N69myVLlrB//352795NJBKhR48ezJ07l9LS0vZ8WscngXmbvPXWW8yfP58f//jH/Nd//RdXXnklt9xyC/fdd19att91/5JEi5wei2Nq+LCzasuboV9yBc7jdWiptk1W2wFWJ38uSAbq/Y8J1D2gxkwsq/3pcQL1oFLYkGpJ1p1kY0cWAL9OBE0iIeO/T02TN/JCFLiKc8NR+rseczppUmiB0kQNmtV60MPo1FaU9VWZBjWGQd9OCsxNdLL0sGv/5Z1yyimsWLGCW2+9NdUTuyWGDx/OmjVrOHToEH369AGgtrY21WllxYoVDB48mDPPPJNBgwYxePBgfL7Oaxva3pM/u7uzzz6bs88+m1/+8pc888wzPPHEE5x77rmMGDGCm2++mblz57ZpgaKsCsyztYwl31OMiiVON2bqSpymUuRozf4WlJVU2Sar7M9qGwtdj1PibipQH53s+OLxWUb9E79NhW0zPFlfftJV/rqgbOzIAokuJF4WHpA0xaALBOZJVbbJSwU5fKE6TF+vcwK8Ak81q4wFYJvf5oxonA89RU1nl8EZBvtti77J8rWOZGvNebVRjppm6ixnVzVy5EhWrFjBpk2bWhWYn3nmmaxZs4aVK1dy0UUXsW7dOhYuXIjWmksuuYQJEyZgZeiZatF6ubm53Hjjjdx44418+umnzJ8/n8cee4z/+I//4Atf+AIvvvhiq7bb/aIS0cikaIyokeh9m6lKncSExe1tOB1aaVusqpcBPzZQ71EvULdIBC6GVqBUtyl/yNaOLAA+NE6GTnjsDF0th1llmpR4ClOpDu9xXqhUsw9mNwUS5RsTonH+kdv5E1f32xZDIy621h26nP2ZkRi5SvNyfiij68vrnKjOvG5Vyp07d7Zq2/369cM0TbZt28Zf/vIXPvnkE0477TQuuugicnMzqy0oIKUs7WDEiBF897vfZciQIXznO99psIhRS2VNYJ6t2fJiN7Hq5tuduNxxcwx3EvXlW9KYwT5eoD7AdSlUGhO4MBJHR+LEDDhqmuy1Lbb6fZ224FFb1XVk2Z9l9eUAloZaaZWY0lHrFKRLLLm/uQqqO/LtqzUFSlHWzM8e1zBYG/RxZiTOx56ispM/K8ptCxMY7Lhs66BVVYfGHU6Nu/wjFOi8568UxZ6i1HEp9hR7LYsPgr5WJVlM0yQYDHLw4MFW7YrjOGitOXz4MLFYjGuvvZZRo0a1alsdQUpZ0uvtt9/m97//Pc899xymaXLNNddw8803t3p7WROYZ6vx0ThHTJNtGV6y0cf1iBi0a6asLlBfRaL8JagUw+IOA1xFL89LLR1+RsxJ1akftCzKfBa7bSvjVipsSl1Hlr1Z1pEFEmdBjtdaLtsk2iV2LbVW4nfXQ3lUt9v0ysYCOnFpSfnXJ34fY6OJrPlbnZw1r3vHd1T8lO8ppodjbPPZfNqBEz79SjHMcRnoePTyPEL6s+eugD6e4lTH4e2cYIsm0Nbp2bMn+/fvb9F9qqqqeP/991m9ejVaa0pLS7n22msJBjv/TMpJScDdJnv37uWJJ57giSee4NNPP2XGjBn893//N9dcc02bz5Jk37d3lokaBvkZ/hUdVAo/sKODJ2JGTZMNwQAb6q5QicC81HHp63rkK02BchmRzObHj8mqd3p9aROytSMLyclnkS6WJW5Pbf3eNZXCB/g0+LROXhL/76fhz3ZynJX8f1trLBI/m4CpExMFDRIdTYzkdQafBVd1/46KO+zqoMwvJMpYAKqs5r93lGGwNujnrEiMjztpgZ86Y2JxIobBzg5Ivphac244StQ0WJ4TgPb6e1OKvp5iqONS7Cryk5P16+ZOxA04aCU+i7f5fFTZJhMiMcbHHD5fG2WPbbE4r2VL3A8YMIB9+/ZRUVFBz549jztOa822bdv48MMP2bhxI7ZtM3HiRKZOnXrC+2UUKWVpk4suuojFixfTp08fbrjhBm666SZGjhyZtu1LYN7NbfPbjKh16eWpTv3yOJGRsURl8JYO/DJukmlSbpqU1/uCq59V7+l5FHuJL4yJyax6rWFw0E5k1XdlQFY9Wzuy5CaDvHCWB+Z+pbiyOrHiXH/X4/qjNSe9j0HDALn+9S2hj/n/+hdlJP8FPBKLHykz8bPCQBmJ/+/rKYrdjq0zL6g7mG3h433qtxkbizMxGmdJC4PAdAkozfC4y0dBf7usRnqsM6JxenqKV/JCOGl8vELXo9Rx6ZecDxSslw2v+5w9ZFuUJT9rm3pvrAkF2BDw8YWaKANdj76Oy/5jDlZOVGd+6qmnsmrVKjZu3MiMGTMa3V5ZWcmHH37ImjVrqKyspE+fPpx33nmMHTu26wTkSVLK0jY+n4+//vWvXHLJJe0yqTcrAvNsrS8H2GdbRA0Y5rgZG5gPTi70szcDM9AnyqoXu4qC5OnV4U1k1bf5fB2euQ7qxONnm7o+1OHse+oN9PAUAQ0xEgcp9YO144VRykgGy4aBR+L/PcPABTwj0R7QNUheDOIYOAbEDYO4YRAzDeKAC22eRD0yFmdaJM754ViHBbuOYWAAQa0T6xo0kzYM1gT9nBuO0dPzqOiErhunJrtLbe6ApMZAx2VszGFl0M/hNnyX5ChFadyhfzLZEdKf9YXXQMyA/ZbJvlZ8hsZNkzVBHxeEY5S4XqPA/ESGDh0KwI4dOxoE5q7rsnDhQlavXo3P52Ps2LEMGzaMHTt28Pbbb/PWW28xYcIEZsyYQa9evZr9eJ1KMuZt0tpuK82VFYF5NtOGwQ6fTWncZVXQ336nHtugh6cSS2F3hYCyiax6QCVOudbVPh6bVXdJrC6637bY5bOpbKcDpGzuyFIXmNd0hfdQO6p79muDPjYEu94y6Tt8NlMjcYq9jmv/t8+2UMAAx+OTQMveP3tsG4hR4GkqOjguN7VmdMxhq99u97kVJY7LBbVRyi2TDS3o7hVUisFOojNWbzfRErfuZdKAAxy2TA5YJjt9dmIV5jb+DZfZFg4wPuYQNg22+uxmnX2xbZtgMMjWrVvZsWMHpaWlVFdX88wzz7Bv3z5mzZpFnz59WLVqFc899xy5ubmcffbZGIbBihUr+OCDD5g2bRqzZs1q0/53BMmYZ7ZuH5hnc7a8zja/j1HxxMz1TFtQp7frYgG7M2y/WiJmmmwK+NlUFwcluwUMdVyGx138wEBPMchTTI45qcx6tWly2DLZZ1ns9lm4bfxC6p/syHIg2+rLgd5uIjA/NxzDjcRw+SyjGzENooZBrWFQa5pUWwZVpkkMusbBYAvUhWf+LvplOjzuYALvd+BBRdw0OGiZDHBdPmlhS9l4sgQnoDv+BS91XHK0blGg3GJaMzbmcEY0jknirMrxkjuFrseQZIeUHp4ilJxfUFcX7pKYYHvQNtll2+y1zfYpVzJN3skJcH44xlmRODMiceLAVr+dSE6dwLBhw9iwYQPLli3Dtm2efvppILGgzMcff8y+ffsoLi7m0ksvZdy4cdi2ze7du9m4cSO1tbXpfy7tRTLmGa3bB+Yika2tNQyGxt2MC8xPjSdKQDb5M3dF0hYzTQ6YJgd8NgOdWgyteaogh76eYoDjUeR5FChFL0/Rx1OMxEVHEl/wEcPgqGVy0DLZ7bM4bDY/g1TXkWXPSZaQ7o58ycCo0jTwa7DR5CudmHDoNV3Gkap/JlGy4ZAI5OvKNGKGQcxITKCOmiYRw6DWhHAGB/X7LRMXGBdzWB/w4WTgPp5I3Ejsr9PBJ/b2+GzGRuOYWresVjv5Pgl2dGCuNafFHPbYFkfbqYTGrzRnh6MMcj0+CvgYFXMo8FSqnG+g41HseeQfUxNelwk/mkw87LXTk3hoiTK/j/+zLYY7HmdFYgSAMcl1LO76zx9y+xVXMmbMmAb3WbVqFRs2bCA/P59TTjmF+fPnk5+fj+d5vPnmmwwfPpwvf/nLDB8+HMMwqKmpYcmSJaxZs4aSkhJuvPFGBg8e3GHPsU0kMM9o3fobXLLlSYbBdr/N8LjLSu3PqP7G/R0Pl+7bRSRHaypNE91ECQwkTvUOclxKXEVPT5GnFANcj4Gux8Rkdt0hkV0/kqy73O2ziDfxJdcrOYktE7vFtLcgie+PF4+znLtfJeYD5HuavOQqsyGtCSpNoK67CImf67J8cPy6bF3vX1V3MT6b2OgZn9Vpu/X+dZIHAE5y+fc4dXXaEMVs89+BMk2WhQKcE4lxWsxhTahrlbPU9aEv6OAVQHfbFmcARZ5ifwuTFzGj4zPmvTxFb0+xqJ1aNfZ2Pc6vjeJDszg3yG6fzUDHo6dSzK0KN2hTGDMSyZ+DyTN/5WkoR0kHZZrssxN/o3tsiy1+m3Exh96e4tlnn8W2bU455RQuvPBCevfujZcsn3Ich1deeQXTNKmurmb8+PFMmzaNvn37AuB5HitXruStt97CNE3mzJnDGWecgZkBz7m5pJQls3XrwFx8psxnMzbm0MtTbZq4k1ZKkac1B7tpIBlM1nwfOsHzi5omWwJ+ttSPn5KlMANcjyJPUeApeihFL6U4xfksux41oNKyOGiZ7LEtCrK0IwskJu6dKJSLmyaHTJNDLfnEU4ocEpPVctRngXxQ62Tva51qI2gn2wFaJLL3Rr32gPV/JSf79dQasDA3p00BupU8bOiKk4D3WyaKxIJjH3fgQcURK3FGpL/jtiIwNwiojo1eBrkecWBvuj/LtWZCNM64mMMRy+TV3BC1yffRuoCPCdE4VZbJfsukrB3ny6TL2FgcA/gw6OOwbbPT78NWisfHn8GaNWvYuHEjGzduJD8/n+uvvx6AaDSKz+dj6tSpnHnmmeTn56e2t23bNl599VUOHz7MpEmTOP/888nJyemkZ9cGkjHPaN02MJdseUOh5BdHOIMWYBmSrIne4cvsD/fWKnVcDGB3S59fvVKY+vwqcfq4n+vRy1PkaUU/16O/63F6zAGgOoPOhnQkv9KkfbqgaRImUbqSFsm+4ImgPtE9xa8SPcH9WtPT0wxzXC6vCfOJ32Zt0E+kFY892PHQtOJ9lwGUmSjjKvYUPqU6rhTHMKg1jVZlvqNmx5eyDHJcdvvstJ797Ot6nBmO0lslkiWv5oUalPVsC/jY1p717OmmFEMcNzHBtF55n2ua3LJuDdv/9V85cOAAS5cuZfPmzSxatIgRI0ZgmiZXXnkl/nrllUePHuX1119n48aNDB48mCuvvJKSkpJOeFJpIoF5Ruu2gbloqKfnETGMjFqAZUSyvvyTzu5f3k761wVIacoqxU2TbQGz4ZejUvRWisFxl9PjLke66dmHk/GhiWfQe7tJpolDojSp5jgrW65zXWbVRhkVdxkZd4kaYGlo6i9EA2sCPj46JrNc5HnEDTq0pjedPgr4+Xw4ytVVYcp8NmsD/g4rdWvNOyhmGPRUHVd6k6MSc1PWpylILvQUkyIxBrseB00DTeNWm13R58MxQhrWn2B10uLiYr70pS/xn//5n9TU1HDrrbc2uN1xHP7xj3+wbNkyQqEQV1xxBWPHjsXo4q+NlLJkNgnMs0QPpaiwzIxql1jkecS6cABxMj09hQvtu1CKaXLYNMn3En0P9nTBLGk62Dqzzga1VoVt83RhHn3cRM/ofq6HCeyyrcQKmny2SE9fz+OMmMNQx+WNnBBVtkmh6xHQsL0DVoFsL3v8Nhtcm+HJ9QGGOy4fBHwtK21RiiCJNpp5niZH15UjJcqe/FrjVxqbRBmSReLSmiDEw8DfgRnz4XEXSMMkb60ZF3OYGI1Taxq8lRNgu8/m+spaenTggUZ7KXE9HOD9nJPX4VuWRSQSQWtNRUUF27dvZ8eOHWzbto1YLMa0adM455xzGmTRuzTJmGe0rvvpfQJSxtJYL0+xO4O6dfhV4lT+rgyvUWyLuomfHaHEy96OLJAIqtq7l3NHOmTbvHmy36VSnBuJUep4XF4TptowqDETi+UcasHy8ploZU6QlSRa8M2piTAh5uAYRqLOXycm7AY0+LXGd0yAfbyVTOGzGKPu4MZLdt1xTIPensJsYRRia81Qx2G7r2PO+hlaMyLusNu2iLfh/W5ozbRIjJFxl7UBH2vrrRwaNgxyOrhmvj1s89mc4rj0d1z2nuBAdd++fcTjcQAeeeQRqqqqMAyD/v37M3HiRCZOnEjv3r07arc7hGTMM1t2fotnGVsnWsdlUplD3Yp1n57gNGNXFmrGxM906uUpFFCbQb/jDpPM7mVSmVaHME3eyg3xgauYGo3R3/XI8zQuMCXqUGFZ7OvCmXOASttiedDPudE406Lx1PW63qUuwI4l+9bHTYOoQap0r9Y0qTENqi2TCBy3Y8i0cJRit2WZ4pExB7+GdcGOCcyHOC6FSvN2Tuszt7bWnFcbpb/r8U5OgK3HlBJWWSb5rpf4u+rCZzPzVaJL1ckWXHvnnXcIhUL06NGDIUOGMHToUAYPHkww2D4dbzKCZMwzWtf+1G6CZMsbK/QUBiRKWTLEkGT9dVk3zZjXTfzc1UGlJflZ3JElTyWyoy1ZTr07qbZNFueFOC0aY0rUQZF4PUbEnS4fmANsD/qZGItToCECPJ8fwmmH3t21pkmudjG0btakSivZS/xTv53qXNKutGZ8NNG7vLWdtUJKMbM2Sn6y1WJT74+DlslA16NIKQ524cC8t6cIGyeevH3gwAE2btzIOeecw2mnnUbv3r2x2qkvfEaRwDyjdd2/OtFsPb3mZQ46Uk9PJTqIdOEP/hPplzzw2NNBBx4Bnb3L0dfVw9Z08fKNtlofDLAm4CNuJL5LCzu4F3h7ej4/h20+mxAwOlljnW57bYuAThxUN8eIuEtQaz4OdEzd8UDXo5dSfHSS1SubYmnNKTGHOdURgkrzan7ouAdte5PJhP5O2vscdaiwaRDU0P84v8+hv3iIjz/+GIC3336bX//61yxbtqwjd7HTGC28iI7V9dMp4qR6eYoq08DLkIxioeth89kXQHfUIRM/k+r6pR/J0sA8XycC0Oosff71rQkFWBMKcHlVLT27QZ1wimnydsjPIMdlYsxhkOvxam4wrX9fh22L3bbF+KiTmDx7gs9LQ2vGRePs8NlUt0fCQyl6Kk2x59HXTSxx30MpYkDAU/gsE6cZn+cFnmJk3GFEPFFys8u2eC8ncMIs8kEzUWlf1MUP7HbZNqfFHT5fG+XFvCAVTczZmDFjBoMHD8bn8/HCCy8QjUY7YU87gWTMM1q3CsyljKVpqY4sGWJUPNFze3M3bZMIHTvxc0Ays1XeTcuCTibXS3xzdNTr3RXssm3Gxh16u26DHs5dmmnydEEO54cT9fRfrInw9+Os9Npaa4N+5tREGOJ47DzB/JeRcYc8rVl8ktryoFIUJ9cdKFSKfKUJJSe+W8DHfpuYadDb0xQoRa5S+DUNVp+tW122rivPBZEYKhLjgGWy22ezx2cRMxKTfg2duF/PZEA+wPWIGomWtJv9vuatCmyauHT86qvptionwCd+H5fXhJldG+W13MbBeSgU4pRTTgHA7/ejukE3muaQyZ+ZrZt8YosT8WtNxMicoGWA6+ECFd00kAwphUXHTfzs6yY7snTjMxAnkqsTpVq1mXFCKCNs91uMjTsMdrzuE5iTaK26KC/EF6vD9GqHwPGgbbHHtjg9Gmenz2oya97fcZkaibPHtujlKobGXfKVJkcpQslWjL56HWLq1AXYjgE1pkEPpRmfLMupuy1uJFZsrTENjlomhyyTfbbVoKVsXnJV4IGOy+nROJOPk+Q9YJm8nRNgp89u8dnSsGmQ2w3OuFTZJmsCPibEHC6tibLZb/Ne0N9kCaVpmlkTmEvGPLNlTrTWRpItP77dtsUgx8Xq4NXpmqQUeUpnVL17utXVqHbUxM9eKtGRJZalGeOQ0onvjix9/k2pSZYjDG5mvXSXoxOBbHtYG/TTSykGH1tjrTUjYnFm1UYxSCQYzonEOD3ZS77YS/RK10CVabLXttjot1kW8vP3vBB/KMjh/3rk8ZfCPP5WkIsHhIGFuUH+L3nb04V5vFSQwxt5IT4MBdjl9zVa56HGMtkc8LEkL8RfCnN5NS/Eotwgr+cGeS03yMLcIC/k5/BKfg7b/L5WlTAeNU0swOwGgeraUIDn83KoMQxGxV2uqo40Oc4wDHQmfEd2FN3MSyvs2bOH66+/nt69exMKhRg3bhyrVq1qMGbjxo1ceumlFBYWkpuby5QpUygrK0vdHo1GueOOO+jduzd5eXlceeWV7N+/v8E2ysrKmDNnDjk5ORQXF/Otb30L1234mffmm29yxhlnEAgEGDFiBE888USj/X3ssccoLS0lGAwydepUVq5c2bonnibdJ5Uijmu7P5Ex6O967OrkLg0D3UQ99M5umi2Hjp/4macUjkHHLmGeQQJat1uQ1lXFTJPtPpthjsuESIw1LVmcpwsIaI3bTmdIDtgWMeCscJQDdg4+DblKMSruUOp4xIHdPotK06TSNKmwTKpNo8X17k5y/8vb8JnsGQb72+Fz5oBtMsT16Osp9nWDz5Rq2+S5/BDXV4UJ1Qu+h/7iIbZ/81+B7MqYt2cpS0VFBWeddRbnn38+r776KkVFRWzZsoWePXumxmzdupXPfe5z3HzzzXz/+9+noKCA9evXN2hRec8997BgwQKeffZZCgsLufPOO7niiit49913AfA8jzlz5lBSUsKyZcvYt28fN9xwAz6fjx/96EcAbN++nTlz5nDbbbfxpz/9iSVLlnDLLbfQr18/Zs+eDcDTTz/NvHnzePzxx5k6dSqPPPIIs2fPZvPmzRQXF7fsyadJtwjMJVt+YpWWSYVpUhp3Oz0wH+E4aGBzmpaTzkS9PIVDx0z8BDA1+IHrqsIoIGpAlWVx2DTZ67Mot8wO25fO4G/HIK0rezvkp5/rMj7msCbg6zZnFGylyNGa6nZcUOqAbTHI9fhSVTh1XdSAN3MC7EjT3JioYZCXoeUie20bcOjneN2i5SbA2ZE4NiT+FpqQTYF5a0pZqqqqGlwdCAQIBBof8P/kJz9h0KBBzJ8/P3Xd0KFDG4z593//dy6++GJ++tOfpq4bPnx46v8rKyv53e9+x1NPPcUFF1wAwPz58xk9ejTvvfce06ZN4/XXX2fDhg0sXryYvn37MmHCBH74wx9y77338uCDD+L3+3n88ccZOnQoDz2UiBFHjx7NP/7xDx5++OFUYP7zn/+cr33ta9x4440APP744yxYsIDf//733Hfffc18kdKre3xSi5Pa7rcZnAHlLH1dj7gB8W4SJDQlpHWHdgj5a0EO74b8bPXZHDVNbBLLUY+NO8yqjfKVqjDXH63hispaLqyJMD4So7frphbm6ep8GuLS1Ksx02Rt0I8JDOvire/qOysSwwBWtaJtYHPVzQ/5KODjtdwgz+Xn8ExBbtqCckj0Tc/U84YVpoEG+nSTz4hxkRjDHJcK0zhhYJ4tpSx1GfPmXgAGDRpEYWFh6vLjH/+4yW2/+OKLTJ48mauvvpri4mImTpzI//7v/6ZuV0qxYMECTj31VGbPnk1xcTFTp07lb3/7W2rM6tWrcRyHmTNnpq4bNWoUgwcPZvny5QAsX76ccePG0bdv39SY2bNnU1VVxfr161Nj6m+jbkzdNuLxOKtXr24wxjRNZs6cmRrTGbrHobA4qe0+mzOicQaepNtAe7KVIqg7rsSjM+TUTfy0Oy4wj5smWwJ+thyTvCh0PQa6LkWeomey/jXf9RjkepwRS5y5cIDa1EQziz2Wmaj/70IHTha0aXny7uwTn83USJyhjsu2bnCWKqgUpY5HtWGwqx27OlUl3/9HTbPdMsbVZqKTSlApopn292aaOHT9ziyQ+Bw8I+YQNeClvFCjz7a6chbJmJ9gLLBr1y4KCgpSVzeVLQfYtm0bv/71r/n/23vzKLnO8s7/8753qa0X7bssybYsW15ly4u8A96AAAZjY3CI5zc+4YQTQgIZwkAIJ2ESMiHDBJicwYfMmZnMDIRAwMYYW0Z4wQbLtmx5kxdZtmRZktWSrKW7a7vb+/7+uLdK3VJL6pZquVX9fs4pdavqdtWtqnvv+32f93m+z+c//3m+/OUvs27dOj772c/iui633347u3fvplgs8p//83/mr//6r/m7v/s7Vq9ezUc+8hEefvhhrrrqKgYGBnBdlylTpox67tmzZzMwMADAwMDAKFFee7z22NG2GRoaolKpsH//fqIoGnObV199dZwfUOPpeGFu0ljGx7Al2WtJFgdh24T50qQb5htdsjQ6FosTK8jtKZh8DNoWg4fuh1LMihTzwoiZkaI/ii3cpqiIJUHEhRxsc+4lXfMGpWSfJdhjx+kxaUuLkcRpAYbDUUkRqNMFkcCpYcS7SrEFyW/yzc2ZP5A0q+ptolCrWdjODCO2uek6pyCesPelNNVmvGSV4n2luNjzvkL+iNcurTVDQ0NMnz69lbvXNo4nx7yvr2+UMD8SSilWrlxZz/NesWIFGzZs4M477+T222+vT34+9KEP8bnPfQ6A8847j8cff5w777yTq666auJvqMvoXoVkOIw3HZtzqz621oRtEDKL/RANbOliW785oWpp4eeEkZLdUrL7kMmRE0V8YrjCoBQMS0lvYv02PVLMiBSnBgDBKMu3qhAUpWRQCvZbFrstiyFJS6PttlIIoGyE+VHpxAu9TKLji4OQmVFENhEIWxz7sOO30dQ88ZuZA15Ll5kWKbY17VWOj5O9gH6lEcTn2KHOMGlmkR9wWdkD4uNeAE/kXIaPsoq5efNm9u/fzwc/+MHW7GS7aaJd4ty5c1m+fPmo+8444wx+8pOfADBjxgxs2x5zm9/85jcAzJkzB9/3OXDgwKio+a5du5gzZ059m0PdU2quLSO3OdTJZdeuXfT19ZHL5bAsC8uyxtym9hztoBOv13VMtHxibHFsLqj6LAjChuZKjpdpkaIkREelSUyUVhd+NoppySD8umOz4RAHD1spZkaKmWHE1KRJSj6xvexXEQsAONyP2ROCspQUhWDQEhyQFu/YsqG2jv1J9KVkUlmOSCBgeqSYE4Qn5ADSUpTi40NlHOJjyhfwpmPxdDZDqQVWq7WVhnwTVxr2J6/Rn8Ko9MlBWC9Am5vSiP5Y2EpxVdlDc7Cd/JNZl42Zo9cjrFu3jlmzZrFo0aJW7Gb7aaIwv+yyy9i4ceOo+1577bX6Z+u6LhdeeOFRt7ngggtwHIcHH3yQm266CYCNGzfy1ltvsWrVKgBWrVrF3/zN37B79+66e8qaNWvo6+uri/5Vq1Zx3333jXqdNWvW1J/DdV0uuOACHnzwQW688UYgjvg/+OCDfOYzn5nYG28gHXKVNjSCoiXZY0mWtEGYS6WwaV3TnXaR05oDHSbKAWYlTYr2jBHpD6Vk51FybQuJaJ+edDfsUZqsPijcBcTJ7PE/h4n3yhjifbw5t71J189WFtt2Gj/vyXPTcJkLKz4/7xBhvjiIcIgnik/k3LZEbBWQbaJoron/ZqbLHC/rsi4LinEKyJwwamo+/4kglWJREHFSGDIjVBS0RgJPZWwu8kLeti1ePUaRcEEpXtm4kQ+8//2ISbLy1ky7xM997nNceumlfP3rX+eWW27hqaee4nvf+x7f+9736tt84Qtf4GMf+xhXXnkl73rXu1i9ejU///nPeeSRRwDo7+/njjvu4POf/zzTpk2jr6+PP/qjP2LVqlVccsklAFx33XUsX76cT37yk3zjG99gYGCAr3zlK/zhH/5hPf/9D/7gD/jHf/xH/uzP/ox//+//PQ899BA/+tGP+MUvflHfl89//vPcfvvtrFy5kosuuohvfetblEqluktLO+iMq7ShYbyZFIE6WhO08CKkEvE1J4yYGkZd2fWzHYWfjWKailNw9hzHxKlkSUqW5M0jPO4oxbRIMVUdzGnPJ+K9cAzxHojYccWTgrIQlKSgKAVD0uKAJelLRM2QNTkG1OOhmNSXTI9U7MTTAZOY04I47W2Ta7ctjSIUsV96U1+DuEFW2hi0rXrUeUaKCkD7w4glQcjcMGKKUrg63kdN/FkOS0G/0thJA6r8OCY9y7yAEDjnnHOau/NpookR8wsvvJC77rqLL33pS3zta19jyZIlfOtb3+K2226rb/PhD3+YO++8k7/927/ls5/9LMuWLeMnP/kJl19+eX2bf/iHf0BKyU033YTneVx//fX89//+3+uPW5bFvffey6c//WlWrVpFoVDg9ttv52tf+1p9myVLlvCLX/yCz33uc3z7299mwYIF/I//8T/qVokAH/vYx9izZw9f/epXGRgY4LzzzmP16tWHFYS2EqE72B/IpLJMnIJS3DxU5tF8hs0tjoL0hoqPFMuUBfy4v6elr90Kllc9LqoGPJjPpDbCdCQ+MFRmilL83ynt+V7so4h3Rx/MFT1UftfEQ0gspEIEnhD4UlAVce55Wca58LGgl5OyCdOZVY8LqwEP5zNs7YBjc7EXcGUlzhP+f31HLtprJjcNlshozQ+aeE58ZLBETmu+36bz7mjcfqCY1G/Aj9pwve6JFIuDgLmhYmpSY1A7CjRQEbDXstjuWGxx7NiCVyl+b6jMfksSATMjxaP5DFscG8YIRFlac/NQic2Ow79+6cutfHttYWhoiP7+fs775N9gudlj/wEQ+VWe+79/zuDg4LiKPw0nTsdGzI0oPz5KSavoc6o+Wxwb3cKo+bAtecl1OMsPWFn2eLrJzgqtZm7aCz+PQl4r/DYGncNaUeoxtssqxZQkZaY30vSqiP6kDbqjwUGTVRqpxhbycDBYFAGRgACBL+JI/K/zmY6rDxgPr7kOK6sBp/hhRwjzNzMONnB5xWNpEB4zR7gZeFKQj5obtypLQU+TX+NEybRg92IbzJB5QcS0KG4gNVKE+wL2WpLdluQtx2bXkSxdZdyFdUqkuLcnxweKFa4qe5xshzyZy1A8ZEVwURCS1fBqF1iJTogmRswNJ07HCnPD8fN01uUDxQrL/IBXWzzgPZ11ODkIONMP2Og6R62U7zSmdmjhJ4Crif3LU05VSgakZGA8GytFDuiN4nz3nqRjZE5pslqT0Ron+VnQmukK5ndQodtECKTEEzAz6pxGQzuTCe7sULGxDXP4ihA02zyvKCWzI4VUKlXXjWzidlQSkNfgKtWwpnBSKU4K4n4KM6KIgtJYHExJCYitJPckIvztCfZV2G5bnOmHSDQvujZn+SHTI8WNw2W2OTaegO2OzXbH5gwvYIdtMWTJup/5ZKCZOeaGE6cjhbmJlp8Y+2yLTa7NiqrPZsdpbXMWKVlTyPHBYoVrSxV+2l9o3Ws3mU4t/JRKITloEdc1SEkFqIwjEn9OxeN8L6Dcxe4uJSGZksJCwyNxWSV213gp055hqpQ0AGqkKD2UweQ1ZkSK3Sk6/2YmxeC7LIuTw4gFQcTmzMT3z01E+NwwYloU0aN0PS1tJHul4IWsyzbbOuEJyquuy3I/ZJkX8lQ+w9IgYrclGbQkMyPF9Ehxqh/ySCHLzEjxYGF8KR1dhYmYp5qOFOaGE2d91mWxH3Je1eepFqeU7LctXnNtlvkh51Y8ns91fkpLJxd+zozi6Ni+LhalxyKXlNoUUySOGo0nBbJDdLmtFHPDiP1SstduzzA1nJwPU5oomvdZFhAwXaljTh5byfSk4HOTa3NyGDEnjI7ZOXZaEDE/DJkdxelmuSQdpRYJV8Q1H73JuRYmj0liu9ZZYdSQNKthWxIC88KIUAjWZ10ur3jcl3V5NmfhKs1Hh0pcVapSFCIVzeBajYmYpxsjzCcpVSl5IetyftXn1YzDUIvTGNZmXRYFIed6Aa9lHCodLohqHT+3tUlEnAg1q8Tdk3CAqpHVcZ661+4daSJO8h47gVOTLsEb2pj7W7Pg7G+iaK5N5PtT5HwCcQRfE6cTKWLXphquUiwIYrE+XSl6RrijwMF0lEEZuwFVRDzx1QhmRRFaxz01Hs25ICVSKW4crrDcD/HFxAM1ttZxF4UR9VL7LMmsJEXoddfmdD/goorHvT05fCl4JeNwrhfwQsZpaZ1VajAR81TTcWrIpLE0jl22hSR2amk5UvKrQhYBXJ/45XYytcLPtzswYl6zSux2j/mjUS9w6/AJ4tHIqUTApJzeUHFBxUcDm9vYJfiAjF+7t4nFmV7iZd6XMsvEvkjFx4qUVEVcP3PzYJFPHijy8aEyVyZFuVOS7XZZEgUcEPDPfXl+MKWHe/ryPJd1OcsPWRpEnBaE9Csd53RLwcxk3FFScndvjqqA87yA64bLnFX1YmvPYyB0HP1e6o8+sje7NoLYDx8heCqXYUakeFe5Sk+keCnjstG12XhIhH6y6ItaxHy8N0Nr6bzwnqFhnO4FDEnBQJsipe/YNlscm5ODkOVVj5eznZvS0smFn32RRtGZ+94oXB1/Bt2MJ0TcybIZXuZJA7GMBler5Kcmp2u2l7FbTlxwGz9mo7ESC7yNrs26fJb5fsh7ylUE8HgSUW0XQzIOFvY02VE4Ynx+260kqzVeEkkesG2WBCE2cEBK9luSAdtim2ON6uJ7y2CRLMTfmVIs9wNWVAMEcF8hyzuJeEdK/t2BIud5AWURr4q87Dr8Jpfh2rLHvEgxL1KsqAas7smy5yirkDmtyWo41Q/YNGJ1ZZNjc0nF55QgZHPGYbdt8et8hpUVnw8Pl3kp47A2lxnTQnFSYCLmqaajhPlkmc22AltrlgQhT2fdti7lPZpzWRCErKwGvOE6DW3X3ko6tfAT2m+VmAZcrekcv5Lj4y1HMt1TfGS4TCREPfVg1E990GZSouu/C5LoGYffOOR5joRmtFVlKKAqBC6a5X4IVDklaSy0upBld7u7lCbR7GaLZl/EQjg1JPUyNR4tZHl0HH82LOPiSoD3lqrMTqLp67LOmN9lRDyRu6gacEE1qJ9/dxeyXFP26NGaaZFirzyyY01PstIwO1LklaKcbKdknEJTK2IF2OI6vOXYnFP1OdcL2ObYY3Y6niyYSHh66ShhbmgctaEmanfEQEoeKmS5vlTl2lKVe3vz7d2f46AQxQPZng5MY4HOsUpsJrbWRF0+OXnNdVjhhfRpCMfINx/5fy3ia0StaE8jUOLg/ZEQibgWSXMnQZh4wgeC5CYpJ/7wJSmO2MFzZI4xxE4lbRflCYrmi+ZKytxyrqp4WMDLE3TD2WvF1o+XJ6L8bdvil/nM4aseSerc1iTPfLkfcJYXkE+6dR5wbPZbAT1hxKqKzyUVn12WpFdpDliSB0f0GqilYUbAYj/k5exB+99dtsXiICKrFNVk+0gInsu6LPMDFgTh5BXmWse38W5raCnpuPqNAxMtbyxKCIakSEXR0YBjs822WBhGLPV8NrWhmciJsCiICz+3d2DhZ9daJU4QW8fR226mYllURRylvL8n2za3k0Op5RjfUKoyK1LYKRICgYhXU5pJWQqmKZqTYjRBZgUhi4OI/VJMOLVwp22x3A85NQgpCjG2KAdmJS5QvgCk5OVshpezGWaEYX3V5cF8hulKMTuMONWPmJOMU4Uw4ubhMv+adCLtURpPxLaOS4LRwvw112FJEHG6F/DciIJSLQQ7bJuFQcSzucPfx2TwMzeuLOlmco/Gk5wDVnoiNY/kM4TAJRUfOyX7NF46ufCzbpVodbcoPRYWEHS5MAe4v5BDAzcUq2RTdJ6pZOVMA7ut9EQxfSFwmixMhhIv80KbBdD0MOTaUhUNPNAzhmI9BjttK3Y2EvCz3tzYkwyleE+5igKez44OwLxj2wfzyRObzJezGe7py/OLQrae6uKPOE8LSlESki2uzcxI0TMi0LQzyWlfGBxMZxFKcZIf0KsU05Sir4MabjUUPcGboaWkI2RyDEy0vDkMSsmpfjp8GpSUPJrP8O6yx7WlKvd3UEpLJxd+1q0SUySG2oGA1jbaahODtsWjuQxXVTw+PFzm33rzBCk5bpf4ccT0TTc9w5InBL1NViYHLAsImRlGlFqcUpZTivcWKzhJEaUGfpPL1FM/JkIoJQ8Usuy15BGPqRtKVVwNz2QnZpG7x7F5J7FAvH/EpKEkJf0qZJ9lEQKLg5ANViL4pWRICqYqxXXFCtOiiIweXQsxNVIMTcJrn1DxbbzbGlpLOq7IhrZwwJIUtMZNiVXXNtdhp20xK1Is9oJ27864yWtd9zzuNIxVYowEpkYRKyoey6seS7yAOUFIX6g6bgXnWLyZcXgq5+JquLZUbffu1JkTRmhIVcOXchLNHo913/HyTrJa1fLVS6V433CFXhUX+e60LX7amz9mI6GjMeDYRxTl51Y85kSKnbbFhgmmyUwNQ2ZGighGTRpezTgEAs7wfLY7FouD0YGmLY6NBOYmx9ZO2+KprMOLGYcQ2JGSWoaWYyLmqWaSHpUGOJhX3K8Ue2Q6BsNf5TN8YqjM5RWPt5wTb8/cbApRnKPdqYWfxioRnGQ5O6vh3CNMCGtjk6rdROIsgiCoFT6KuPAxTAogfXHwpy8EnhB4AnwRO0a08zN/JeOyxI/FTiFSLY/UjsU+S7IojJgbKna47d8fgFLiXpMDmtVtYX/i/tLfYmF+acWnV2tedm2eyjevLb2tFBcn1oVVQZx7PkFqE8jVPaP3MxCClzIu51X9uJt14NMbKYaT4/n5jMN2x2KvlAdTa7TmQ8MV3nJswiOkr3V7nrnJMU83qRfmJo2leQxayYAQqdRUpyspeTyX4YqKx3vKHmuOI9exlXRy4ScYq0SAfDLwvOjavO46I7y3FVkFGTSu1mR03D3T0Rpbg0Xsz13QepR14Hg/zrHGOz3Gz1G/j3BLiW8i/r+oOaiM/8u0k/2+tlTh7p4j5AS3kFcyDud5Aaf5ATtSks5STATe1Eg1rztxIsx7WrxyeXIQUhY0VZQDrEpEOcAj+exxHWc5HTcxemeM6+wrGYflXsD0JKXwDC/gqZwbe5RLGYvyEUyLFFOV4ulcZ5kMNBTjypJq0nH1M7SFSAiGpUhNAWiNzRmH0/2AeWHEAj9ke0oG6bGY18GFnxBbJe5PQbS0nRSSgadoSQZti8ETfD6pFC6QSRrq1JrqZLXC0cQ3YnEv0cikyY4FyEQsy+Qmattw0Ee85i8uAYE+2KEPmOi6swKmKM3Nw2Xu78lTbmMk35cST8DsFBXk1VYV+5Ti7Sa+TkDcmbWVCKj7fjeTk4IQBTyZcxk4jtSR/jBKCtQll5aq9CnF6sJBgR8KwYsZh5VVny2OzXI/YGYU8UQuw94xAk6nBCEVIXg7JcGodmAi5ukmvYoHEy1vBYNSMiUFlomHsqaQ5dahMleVq/yLnU9tqsWUDi78rFklDnXgvjeSfCKIGmWXqKSkClQ75GNdWfY40w/46HAZDdzdk2OwTaJlhx13Aj7d83k1BbapNX//3iZfIz0hWtJkaIEfclmlSohAQtO73S70Axxgg+uw8Ti/z97k/DzDP2ineEnV5+lc7OSFEGzMOJyZpKHd15PjkrLH7xQrvObarM9m8KRgvh9yluczN1K8bcu2NtZrO6bzZ6rpkKHD0CwOWLLluY3jIZCSp3IuNnB12Wv37hyRvNb1fMZOY5axSgRiZwqA0iRwZRmLp/MZ7u3J8pZtIYBFQfucmn6bcwmAiyp+/XtpJ2ViXZJvdpMhKVoSJVtR9clq6E1WZioNFqcnewFyxPd2jheggeeyx19Qut21eTCfYatjsTbnUhFwuh/yu4MlPjlY4ubBEu8rVhDE6TkVIfh5b44nc3EdxUeGS3xoqMQ15SpzkwnWy+6xJwndHBisr7KN82ZoLZ2pKAwNY1DGHdXS1NSjxsaMyz5LsjCMmNdGsXAk6oWfHSrMZxqrROBgZ8fSJF452GvbbHRj8ZRr47VAScmvClkE8IHh8iiR1xaS/O98k9NMhpMi0+VVj3MrHisqXuMnJirOrd4nJcNJ59b12catSkwNI66seHxyqMyVpSpzg5BpkWJYHLnr63jZ5jo8UsixMeNyd2+el12H/YljTl5rskpTlnF6SlyLIXg14/LTvjxv2TZTlaYoBC+5NlUBO5zJfc2r55iP92ZoKalNZenm2WqaqC3V9kWKfSnMuXugkOVjQ2XeVaryL33pSmlZnBR+buvQwk9jlRhT829ulutGp3B5JW788mwDxdrxsNuxeS4pBP3IcIWf9ubadt67Kl5VavakrRbBvqh60BXoHC9gm23xyIgW9CfCyUGEBN5wLV52nYYX+84N4+BJBCwJQk4OQjTw8glEy8fCk5Kn8hkgQ1YpFgURi4KQOUmg4YKqz6P5DFoIqlLyfNZlaRDyeM7lwmrAdtue3GksmBzztDO5R2QDg4koS1sBaA1fSp5IUlrenbKUlk7u+AnGKrFGphYRmsSfw+wgJKfhTcfGT8Hn8Hwuw4uuQ0FrPjZcZlabVsyWBHFe81tNDlpkkknyL/MZftaTZXUhy6AULExa0Dcyel4VsinH+oxIo4Ef9OW5pyfHq67NT3vyTa0VqErJxozDL3ty/Kgvz3NZlyVJpL5GT/LZaSGYphTbJ3u0HIyPecpp/xV4DEy0vHUEQlASIpUFoDU2ZVzesSTzw4iFfnoaD9UKP3UKhMzxYKwSY1ytJ/3Ys9eSRMCCIGxqM52JsD6fYV3WwdHw3lKVq0uVlqe2LAjixjRvNVnMPZfNIID5YcR+22bAsbm7r8D6jENWw0eHxj85cZVikR8c9j3uT2pJ+prxGSrFgiAkJJ7o77ctnshnGW5h0KIqJRsyDgFxQ6EaPSo+v6cqhQLensAKZ7dqEZNjnm46U1EYGkpaC0BH8stCFgVcVfban3eakNeaoQ5OA3H15M6rrmHr5rtTpJ1QSp7POLjA8hRNfl/OZvhRX54DUrAoiPhAsbUJR2EycV1Z9Zv3IkpRlbEf/UnBaKvIF3MZHszHOffvLVX52GCRK0tVskqBUswLQpZ6PlIplnk+Hxss8vGhMu8qe1xWGb3PNZ90qwlC60w/wAVeOoGuoY1ACcEu2zpEmCvKQjAviNhtSfxJWuQ9CqUndjO0FDMqG1JrmTiSQEp+m8tgAdemIKWlVvjZqfnZxirxII7WRGas5oWkTfm5XoCdkskvxJHQn/UV2GlbTFGaQguvVb/OZagIWOY3eCUhea6MUtw6XOaGUhUJDIyRMrPdtflpb54dtoUkTq/52FCZTw6Vua5U5bKKzyeHyqyq+Dg6TrspCTg1CFlR8UAp5gQhl1U8FPB8g3O+Ac70AgLguTYLc4CdtsXsMEImKWo9SlOVgrlhxLbj8FHvSkwqS6oxR6mBA5bkdF8jtUaluChmc8bhND9gThixxAvY0sZBoNMLP41V4kFsNOlpadNGpOSljMO5XsBtQ2V22haP5jNUUzJ5W5d1+WCxEhf3FZrbrbKOlGx0HVZ4AYvCiK3uiX8WvaHiI8XyqPtedm3edGx2H2GiX7Qkv0q6IM8MQy4p+0g0Wx2bopQsCkL2WZJnM3FRZ2+o+ECxzLlewDlegCDWVxtc54QdUsbC1ckkPwXHyk7b4kJgRqTYbVv0KEWPUtjAdiPMgbi51LiLP5u6J4axSN1R2q05XWnmgCWRxLmHB1JunferpPHQ5RWPbY7VlEFmPNQKP3d0aOHnLGOVWMfSjWsu1Ok8m8uw27K4sOoxN4y4quzxQCII281+2yIEpiedQecFISUhmt4M6dVMLMznhhFb3RMPBuR1PCk+IAVVIXgl40zoeffYNj/vGz10v35IkGLYlvxgSg9nVzwu8AL2SsGanlxTJlmLvQCL9PQB2G/FHWTnhhG7bYtepcloGJKCwZTsY9uZiA2isUtsOZ2pKgwNZZ8lCTg8vzGNhFLyWD6DBK4rVdu2H7XCzzREiI6HqcYqsY5FXARtiNnhxoWHCrBSNih7QtCrNDcPFrm2VOVDxUrTexxMT1JnZIM+Cid5ni2OzerefEPE/pF4MZeJnZcS68BG0594l4fAY/lMw5//eNBCMGBbzA1CpNb15lDbbRvMeQ40v/hzx44d/O7v/i7Tp08nl8tx9tln8/TTT4+57R/8wR8ghOBb3/rWqPv37dvHbbfdRl9fH1OmTOGOO+6gWCyO2uaFF17giiuuIJvNsnDhQr7xjW8c9vw//vGPOf3008lms5x99tncd999ox7XWvPVr36VuXPnksvluOaaa9i0adPE33QDSdWobKLl7SEUgi2uzTIvQKRsIB6Lra7DTttiZqQ41WtPoVqnF34aq8SDCCAw4/WYpO1jWZdzCYm959904mYy15aqTRXnV5arRMDzDfB3nxmGvLsc+8W/1aK0ihDINqmA78qKhwBW92RTYbNZozY+2BoOJPu11T2+z7srdUkTc8z379/PZZddhuM43H///bz88st885vfZOrUqYdte9ddd/HEE08wb968wx677bbbeOmll1izZg333nsvjz76KJ/61Kfqjw8NDXHdddexaNEinnnmGf7+7/+ev/zLv+R73/tefZvHH3+cj3/849xxxx08++yz3Hjjjdx4441s2LChvs03vvENvvOd73DnnXfy5JNPUigUuP7666lW2xf4S10qi6E9vOo6nOaHLOiQAplf5TN8fKjMqorHW47V0kGhp8M7fkK8nO6lTXW1CUEciTWkn63u6LSPvlDx4WKZ5V7A2024bkmlyGjYYVuUGnC+X1aOhey9PVn2t6ihW0XGqwz9YdTQtB9XKaZFincsyd6U1drstG0sfKZHET/rzeFqjBvLCITW4w7CTTRY93d/93csXLiQ//W//lf9viVLlhy23Y4dO/ijP/ojHnjgAd7//vePeuyVV15h9erVrFu3jpUrVwLw3/7bf+N973sf/+W//BfmzZvH97//fXzf53/+z/+J67qceeaZPPfcc/zX//pf6wL+29/+NjfccANf+MIXAPhP/+k/sWbNGv7xH/+RO++8E6013/rWt/jKV77Chz70IQD+z//5P8yePZu7776bW2+9dULvvVF0rrIwNJR9tsUeS3J6myLQE0VJya/z2baktCyqFX52wATmSLgayimKcLULmXR2NMJ8bNL+qVjEHTP3NelYXlGNCyc3N+BcX+QH9CvN27bVUiH7aD72SH9/sbE+8MuSotJXmpiKc7wMShFbJIYRCGFE+aGoCd6II9Qjb543tjvaPffcw8qVK7n55puZNWsWK1as4J/+6Z9Gv7xSfPKTn+QLX/gCZ5555mHPsXbtWqZMmVIX5QDXXHMNUkqefPLJ+jZXXnklrntwJev6669n48aN7N+/v77NNddcM+q5r7/+etauXQvAli1bGBgYGLVNf38/F198cX2bdpCakbkrl4s6jI2uw/wwojfl1ok1trs2222L6VHs4dsq6h0/OzRibqwSD1JIDnVT/Dk2af9UTvHjFJYdTWgAlFWKM/2AioDNJ/j81xUrvKvsoYHHc63Nxd5r2zyRc3GJ29U3ireTz6RWjJsqhGCnbbHED1lZ8Ti76jM9TOF+tolaxHy8N4CFCxfS399fv/3t3/7tmM+9efNmvvvd77J06VIeeOABPv3pT/PZz36Wf/7nf65v83d/93fYts1nP/vZMZ9jYGCAWbNmjbrPtm2mTZvGwMBAfZvZs2eP2qb2/2NtM/LxkX831jbtoHNDfoaGs8W1ubDqcZof8EyLB4/j5eF8hluHylxc8XnTsfFaIDanRlFHF37WrBL3GqtECjpW5tXO/Cqbiq7/k16WBgE+sKsJq1fvKVURwCP57ITP9VO9gM2OhZKSQqSYG0bsk5L7erJtcZLamHG5oOKzzA95Kasaslo2mDxHT0ob0GxybXqVYmEQklOas4Ef9xeOq9B7ybe/yZY//tPG72S7mEjueLLdtm3b6Ovrq9+dyYytEZRSrFy5kq9//esArFixgg0bNnDnnXdy++2388wzz/Dtb3+b9evXI0xAZExSMRyZaHk6iITgdddhqR+kzo3hSCgpebgQd8a7vtialJacpqMLP+tWiS3KcU0z+URUlEXnfp/NJM3DZn8YkdFxQKHRZJViRqTYZckJi/6zKx6XV7x6I7RLKvHPx/KZttm7AqxLGrTdNFRm1gkUy84JQq4sVbllqIwmvSl9A47Nfb157uorcFdfHgs4o0NSNZtOzS5xvDegr69v1O1Iwnzu3LksX7581H1nnHEGb731FgCPPfYYu3fv5qSTTsK2bWzbZuvWrfzpn/4pixcvBmDOnDns3r171HOEYci+ffuYM2dOfZtdu3aN2qb2/2NtM/LxkX831jbtwIxGhlFsdB2yGhY12YKskex0bN50LKYpxZnV5nYF7Q0jJGArzclegJuiDonjpWaVuLdDI/6NJJ9EzMsmB7XjODm5Rr3eBGF+ZpJb/uxEnViU4lwvQANzwogPDJeZH0YMC9GyYs8jsSnjsCYJYtxQqnKyF3Bq1ccdZyrKiorHtcUK15eqnByE2MATOfcwD/U0UkkaRZ3p+dgdEnRqJs20S7zsssvYuHHjqPtee+01Fi1aBMAnP/lJXnjhBZ577rn6bd68eXzhC1/ggQceAGDVqlUcOHCAZ555pv4cDz30EEopLr744vo2jz76KEFwcLK1Zs0ali1bVneAWbVqFQ8++OCofVmzZg2rVq0C4qLUOXPmjNpmaGiIJ598sr5NO2j7VNdEy9PFkCV527Y43QvYnMKiniPx61yGeWGZC6rxfleaJDqXJBeBKVpzZcVDV+LamIoQDFmS3ZZkh2OxJyVd8MbCWCUeJJdEzIsdvALSLDQgUpzL0pt8d72RZk+DR7JFQUjI+FJkzqp69EeaJ3MuF1Z9bODprMOiIGJGUq/zTO7ErRYbwduOzepClhtKVa5MIvllD37U33PUv5NK1TuIBsDdvfmGuNS0ClcpfAEZDZeXqzxSmHjTrK5KZ2lig6HPfe5zXHrppXz961/nlltu4amnnuJ73/te3cZw+vTpTJ8+fdTfOI7DnDlzWLZsGRBH2G+44QZ+//d/nzvvvJMgCPjMZz7DrbfeWrdW/MQnPsFf/dVfcccdd/DFL36RDRs28O1vf5t/+Id/qD/vH//xH3PVVVfxzW9+k/e///388Ic/5Omnn67vixCCP/mTP+Gv//qvWbp0KUuWLOEv/uIvmDdvHjfeeOOE3ncjabswN6SPja7Du8pVpkYR+zulM6SUPJjP8t5SlRuKFe7qKzTlZWZGGg38a2+OBaFiThgxLYpbPs8NI+aFEeclEbMAKErJAUsyYEvecuxUtDc3VokHyelYgJaPueXkJM2HyRM5l4VByBUVj7IUDDQwpaJXa3YfIjxnhCFnegFPZzOULElPpLi+WKE3ES6nBCECKArBhmyGDVmwlWJWpJpi5Xi87HZsflHI8oHEzSqvE+E64tp0ctLpdEPG4fyqz8IwQgAbXZu1WTe1QQcAlGKmUizxQ2aHij6lsDl4LM8NolhsTuL8ZqHi23i3nQgXXnghd911F1/60pf42te+xpIlS/jWt77FbbfdNqHn+f73v89nPvMZ3vOe9yCl5KabbuI73/lO/fH+/n5++ctf8od/+IdccMEFzJgxg69+9aujvM4vvfRSfvCDH/CVr3yFL3/5yyxdupS7776bs846q77Nn/3Zn1EqlfjUpz7FgQMHuPzyy1m9ejXZbHZib7yBCK3bu65jIubpQ2jNzUNltjkWa/PtOziPhytKVU4JQtZnHF5oQgHrRwdLuFrzgyljRJiUYrpSLAgiZkWK/kiR0xrJwUFBAVUBw1Ky15LstC122FZLo9efPFBkvyW5tzffstdMK9cWK8wLI/55rO9zknPbgSJlKZo2yW0E/WHEB4sVJPBso855pfh3Q2WqQElKtjoWAjgviRhrYJclmaoUrobXXJttts2llSpZDT/vybU9beWoKMVHhuMJxYuuw9l+gC/gV4Use6XkulKV2UmBOMTvd1gI1uVctqVwFdVRisVByMIgYnoUkdMHc3QjoCQE79gWWx0LH7i+7PGLnhx7juM76vSI+dDQEP39/Vx90Z9j2+Mb28OwyiNP/Q2Dg4Ojij8NzaOt03gjytOJFoLXXDuODuV0R7UrfyznMj8MOc8L2OI4DNuNFbw5reud5A5DSvbKw5ttOEoxP4iYG0VMT6LrMyPF7Eix3A/RHEyHGbQk7yTpRLusxqfDGKvE0bha03lVAoYag7bFT3vz/E6xzPlewAovYLclub8wcSeVGrWkkyyQUYrpXuLcI+A3uSzneX5duG5wHZ5OWtH/yO0BpdIdTQaurPj0ac2rrs36fIaqhJXVgPcVq0n6EgzYFs9nHJb5AS9nHPakpYGQUsyJYiE+85BoeG2V8p0k4LHZsQ9rqCS0piR8lvjhcQnzruE4XFkMrSMlZ5shbbyWcTjHCzjZD9nYAcU9daRkTSHL7xSr3FAq8+PefMMGymwiavdOMLcykJI3M5I3Gf059oaK+VHIrFAxNYooKM28MGJ+GNULyELiwsQDUrLblrxt2+yX4rjfk7FKHI0R5kdGM/HCr3ZQsiT/2pvnoqpfn/B+uFjhZz2541qJikYsIm+3LTa6DtOjiBczDkpKtrs2/WHEUj/k6ewh18YUi3KpFNeWPeaEEXul5IlkNfTlbIbNrsMlFY+ZYcQz2Qybk2t+I9ODjodCpFgSBMxLrpFZfXD1MQLKQvCOLdlm27zlWMd0vdFC8KZrc7Ifsk676AkGnbolz7yZnT8NJ07bzjoTLU83ZSnZ5sRFoBtdu6Py8fbaNi+7Nmf6IZdU/foAdKIsSnJIG9XMZNiWvGq7vDpy9T1Jh5kfRMxM0mEKStOnIhaFERALdl9ASUgGLcEeS7JznILdWCWOxtaaqHMObcORkJKnkvN8VbnKaX7IR4fLPJXN8OYEAwunJ24vz2Zsns/Fz7n9kKFy0LZ4uoPOoUV+wBVlDwvYbUkeKIy+JlalPK6CyIaR5OLPD2tpgLEIr13NNOCJOIUojoYf/2roZideDZ4TRuxMUe5/S2li8afhxJmkR6VhPLzp2FwVeGS17rjOiOvyWU4KSizzQ95ww4Ysxc4No9i3t5kD8hHSYaSKI4HzgogZStEbKfqVYqqCJcFBwR4CFSkYSnLYB5KUmFrksGaV+E6KI3utxAaCVJc4tg8t0l38eSTW5rNUhMe5XsBVFY/qBAtDz/ECIuD5TDqcVBrBlWUPATyay7ClzSugdlKHMy+MU/t6lcKBUTntvoB9SVrfNttmh924tL69lmRICk4OwkkszGHcS4VGl7ecthyVJlreGVjJCel3mCivsbonx03DZa4tVvlhX/6ECyynRYqQ9tgMKinZKeVhA4lMci7nBBHTlKIvUuSUpldFLBiRElPLYc8m0Y9Tg5Bdls2QJNXL783G0lCevG//mHTmmQ/P5TK8knG4dajMWV4wIWFelJLpUWwP2IwC8lYzJwiRwBuO3XJR3hsqTgoDZoeKKZEirzUWB3PCa9elPYnV7HbHivsrNPOaJASbHZvlXsATOU3UoePbiWBSWdLNJJ0uGsZDTms8AapDL1wlS/J01uHCasC7yh4P9hx7qbYnUpzp+bw9hltKXmmKKWtEo6TkbSkPt2NLUmLmhLGX8qGD4mUVH/DRxLmanojTl4akZL8l2GNZ7BkRae9WJJ078Ww2nT4ce1JSFjA7HF8Dnd5QcXW5yjQVT8AHOihV5Uj0hop3l+Kizqea5aWeXGtmRYppYbyS16sUmUNSUUKgKAX7LIudtmRbG+1jt7gO53kB84OIt5rQoCr1aCaQytLUPTGMQcuPSBMt7xyyWlPpcNHycjbDkiCOHi/yA7Yeze5LKT5QLJPRcEbilrI+4/BiLsM5FQ8b2NtBvu5jpcT83oEi+6Xg+azLjFAxJRlEs1ozPYrbkIsAaqkxtWXlihAUpWRQymSJ2eqKaLvACPOjkeYGQ+PhHcvipDA6plvKuRWP85J27dtti4fzmY6flC7zfC6u+Ahiz3f/BN6PoxSzQ8WMKIqvGZEmr2O7yJF2sLVrhidid5Q9lmSHYzOQskn+oBWn+p0cBBMW5l1RAGpyzFPNJJwqGsZLTnVebvlYPFDIcutQmSvKHm/bFsERBoizvYCMhpdcm5IUnOMFXOAFLAniwcgT8GRKOvgdD1LFjiwHLIutrsPWMd6KTCJfM6KIaZGmVynyStGrNFNUxEIORh9rS9GBgKoQScRdcCAZ9PbKdA3Gh1L7PLrhGG8GNeu8Tian44Zgx5pAzk+i6nf35A6z2OtElnoBl1R8AuCBnuxhE/SxEFHEOX7I/CAklJKCitPibA5GvuHgee8LOCAlQ1bsGvWOZbHblke8vqaNzY7NiqqPozvLErghKMZ/chvbqpZjhLnhiOS0blpr+1YSSslj+QxXlz2uL1WP2Fhnr22BFxAIwcvZDC+7Du8qe3HEjbgBx4lEndrN7HFYJSopGZBy7JxcpehVMCOKmJoUn/ZoTU7FzjH9KmLeiM1r0bMQ8ISgIgUlKepuMgcsyX4pj2lx1iwKyYDT6atChiMTCIEApoZR3PRHKc72Ag5YclSq2k7bYlaksDt8hQBggR9yccUjgrFra5RiqopXyKZGEaf4IYf5VqmIgPi83S9FvFJmxxHwpueAt4g3XZsLqz4Lg5DNKWyc1ExMjnm6aakwN2ksnUVWaQ40uEFPu9jqOmz3QxaEEcurHi9nDy/qetuSaGKvbwCk5OGeHNPDkB6l09Nk4zipWSXuOt6IoJQMy9jmccsRNskoxcxQMS2K6FeaHqXIK01GawqRZmYEgtE5v7U891DEQqAqBCUpKQrBkBXnvO9vQvS9RyeNY7rjEG843RAxfzyX4aPDZS6reNxbyLKq6rPMj+0Qaw1ptjp23TJzXhCNK7qcOqKIqyo+S0bk02+3LS6r+PQkke+s1vVmPCO/15rsigAPyAP39mR5pxM/hwlQknFgYH4QTViYd3w6i0llSTXdfeYZTohBS7AkCHhROZS7IELyYD7Dx4fLrKwGbHUcSoc0CpqepDbsPeS97rVt9rZwP5tFK6wSPSnZ7srDfJ/rJFH3qSqiP4pTZApaJ8IhFvG96HojpJHUltBDEVscekLgSUFFCEpCULIEw0kefElwzKheQcUDTqkLjm3D2JQsyS5LMjtS3D5UjmsKgPU5l9lhxNww4tSkP0FV0DnN1JRiXqRYEIQs8kMKY2yyILF3ra1a+UJwIFm1GpSS/UmtyMjr4AI/5Jpyldlh1PXCvCeKa2xe7pTvvJEYYZ5quvvMM5wQa3NZPjhc5qpSldU9uQl3SUsdUvKrQpb3FavcUKzwk/7Rw9kiP442vel2fo7pWPRFSZfLdgrRWtSdY+yDUvSNIeAzSfTdIRbzMlncGEvEQxwFjEQsTAIh6hH5ihT0JisjeaWYGkYUpYhzTTv9OG8QGo71LXUEjxay3FCsIDT0ao0LvOrYvJr4lE8PQxb5ES9knbalVY1EKkVBQSGZqOa1Iqvi1MIpY/h+j2S7JRmyJIOJB/hEVprmBCEXVj0AZkbdn1i8zA/wBWyelK4sRpinmUl4RBrGiycFjxSyvLdY4YPDFV7NOGx27Y4ulNlj22x0bU73Qy4sV1k3oivotCSifGjEvFvI67iAtSOQkiEJQ+OQhjUh068UfSqioDTL/Ni7eUhKXK2xiUV9H/qwpfyLqwFxUsNBQa9qt0TURwhCIeJovRD4SdTeFwJPgC9jwe8nj1WFTLahY/Nxdd1turMpS8lP++JJ+M2DRQoa8lpTTh7fa9vNTV9JVokKOkkp4eAEM5uI7YIaO81kJCN9v3dZkgFb8pZ9/B0wR+IqxXWlKgA7bIsnusC//WhYWrPUD3jddSalj7kp/kw3LRPmJr+8M9ljW6zuybHc87m44rGy4vGGa7Mx47C/U6wDD+GJrMuCIGK5H7LZDeuDcl7pOPu5Q4XUsXB13PWu21CjovDxd7nUL1IRgnv6xi70dZJmTFOS6GM2ycHNaE1Gg6M1jtbYGmzi36XWo6zhxjOu6UN+P+wmDgqu+D4R/y7iyYAmnhzEk4Q4O782YTj8+UfvkT7Cz5G/Cw7a3YnkGaSO/5/twkjZfssiH0aUT/TalazoTI8iepWioDV5pcklqzoO8bFTe5Wjie2I2BlofzK5q63qVCWUhaQsBUVLxhOJRl+blMLlYGfQBwrZCTVj6lQWBSFZDRtPoOizk/PMTfFnuun+M9Bwwuy2LXbbOfJKcZoXcJofcrofssuSbMw4vOnYndWESEpW9+T4yHCZa0tVftibhySyGnXQ25gIdpI/P9ilk45DsTi6P3lQ83k/gdeQSpHTkNWKnIqFrIPGURpHE/+uwU6K7uykwZPUINF1ASwTQRw3f9IITXwbIbUnMhk4lGP9zZGGXUH3BcuKMnZpKUTqsBqTQ7mmWGFKpJBo3rEsbOK85NyIIsqR1CZYEbGFaFnKeg1EMRHaVSGpJveVpcCDtgUCesO4b0PNNfWAFJNClAOc7gXssC2GujBQMS5MKkuqaclZaKLl3UFZSp7LZXg+63JSELHMD7iy7HGR8NjoOjyXdTsmD71oSdZnHVZWA66ueDxSyCHQXbBwPzazw1iY7zuKVWI3IYjTS5qJkpISUOqkTGwVS+3aHh+t5uDGoVK9QLYbcJViQRDXkeS0Our3JpVifhihiD+rk5JCygCoyLjIeF9SQDloxcWUachPPxaFSFERMCdSXFOqIoDXHZuKEDyfnRxFkNPCiFmR4sHCYSaRkweVzP7Hu62hpUyO6bGhoWgh2OrabHVt+iPFMi/gHC/AF4KXsp3TgGdDNsMSP2JRELHAD7HohozasZkZnaBVYidRbxzU7h1JIYl47LZI+LE42Qu4rOIhgVddm31S0heqJA1F1dNQailNbhIl3G1brMlnKCgaksvdTpZ5PpdUfELigV8BqwtZdk+SKHmN0/2AohBsnwzXwiNhIuappulnpImWdzeDluSpfAYtYEXV5y3HZriDlgcf6MnysaEy7ypXkcTd4LqRaVF3F7aOJKvjFJDFQcRJB4p1j/SgXpyZOLMIQTlJLygnjY9KklR3K20l3TKvee9wmdkjXEaWJal4Y1HL/a91ttxmy3oNQydzQdnjLD8gABzi93ZPT/6Y6Tzdhqs0J/shLzRodbdz88wnIMy7NlyVXrpThRhazvqsy8Ig5LJybK3YKZZzvpT8NpfhikpsE7Y21zkR/4nQq1RXF7aOpC9Zeh0Wsf2hk+R+55WmB11PYDhaQd5IgRbbLYr4pxB168WaA4uPwJNQEZI3HWvyCXul6p+pTVxknNEqzrPXB/Pt7aSY1qkX1CaPk+Tha42lwWJkLj6HecMcKhNG/v9tx+KRQm7U4zOSSemQTLzvk4lZWSY3IShKybAUHZGOMmGU4iw/oCrgJ715bKAKk+JacCin+gECeG0yWiSOxETMU80kPzoNjSISgsdzGW4oVTnHC9iQcTqmIHRzxmFVxcOH7hyYie3hOsYq8QTpSYT5+qzLm0dqHqIUBU29K2LNKzqrNS6HOrPEwj6jDhZqHqkYc1Fg8XBPjm7ATYocbz9QPOI2J3JIjXSLGTkRUiIuoPRFbFE50kFmzILYZAMXzaIgYqnnsynxKHeSScNbdvd8LxPBUYobinEu+YBtEUrJ2GsFXY7WnBREnO0FbHVsql16nR83qnbGjXdbQytpqjA3aSyTiwHH5qWMw/lVn+Wez2bH4XXXZp8lUx9Bj0T3LN2PhaPjtKPJQCEpcCwerdC1Vrh5Ip9JYrWYU3Ex4Q2laieVgR6TohBkteYt20KPsGesSeOxrB8j4tWFUBxMHwqIVy6CEelEgYg7cDYyajs1DPlgscrpflgX5qclEdI3JmOEVCk+PFwmp+FNx+LXXe5NfiR6IsXFFY+FYcR222Jdl66KTgit4tt4tzW0lEl4tTI0k3W5DK+5Dqf6Aaf4Icv9gP1SsjFj86rrpFagV4WoR1q7DWeSWSUWkqXXoWa/XykJgEDCUDJ2dXLzrUPZbVvM9EOezmbSX/io4okRwKMjBOi8ME5jeWuSFfpllOK6YpW8hhdch/X5ySfKLa05yws4p+pTEYKH8lnecqyGj0EdmWduUllSTdOEuYmWT14GLckzuQzrsy7zwogzvIBLKj5bE1uuNDIkJf0qiu3kukzA1qwS96ZdXDWIrI5tL/0Wfo81X2s/nYf3cbHTtjnTD1kQhbxipzvKeE3Zw9XwdNZhcIQI749UR3dfnSiuUlxQ9Vnqhwhgq21NSlE+Pwi5uOJRUJqXMg4vZF3ClI49bcGksqQaEzE3NA0tBDscG18IFhQrZLSm0u6dOgJ7LMlJYcScSDHQZYN43SqxQzu1TpScar0ffa4WMe+ihKi3bYkGZoaKV1Ks7bKJ53hEHCFfPFyO8+O1Jq/jos9uxlGKs7yAxUFIn4oTjSoCfp2fHF08R1JQiosqHouCiLdtiwcLmUmTwjchTMQ81Uyus9bQFoJkXHRSfH5vdh3OT7qadttgVrNK3N/lAqWGq3XLfbozySt2U8RcSYkCpkTpzjGdEcb7ZwHzkqZAtQ6csUjtoi/lEKRS3DwUd++MgN2W5Nmse9zXMKkUsyLFrDBimlL0RZqcVtj1LrXUi58D4MlchtePVGDdSpK0lXOrPoEQ/DqfYYtjpzZ1su1oJiDMm7onhjFoigIxaSyGkdRao88PQvaktBC0ZEk8AfPD7vMsmExWiRBPAMMWH2LZRLs2u9toq6kIQY9KtzDf7tp8387HbiMjjvEVFY9zvYA3u7jw87pSFYc4hWdDdmLLGrZSXFTxmR4p8lrhjrCnhIMuOZ6AshRESVGvAGZGceHzZRUPVytePspr20oxL4yYHUbktebpbKbh/uln+AEXVH1ezsQdqFtd69FxeeYmYp5quveKZUgNZSHY6Nqc5wXMDyOeyGXYm8JirG22zalByLwg5O0uiprntKaawslQs3DQLU8pqXWK9LoolQVgyJLMDdNfe3Gozel8P+RsL8AHXs2kOz/+eMkqxexIsceSExPlSnF+NeCsxLGm1kxpvyUZkpK9lmC3bbFXyiN68p9f9njLtbimVOXCasBm10EB84KIOVHE1CjuqpoZQ+wvCso8nXWOKuYnQk4pVlR8Nro26yap88yEUbV1pfFua2glDb/Smmi54TCEYG0+y309OSwNv1OscEm5ipuyopKnci4auLTstXtXGoqjodRlkdyjYemDqzStIptYinld9jnvlRIB9KfsXD0ap3oB15SraOChQrbdu9MUllc9bhoqA/F1a7ws9gI+PlzmHD/AF/BQPsP/ndLDv/b3cG9vnkcLWV7KZthj20dtlLU+n+Ed2+apbAYB3DJU5uNDZa6ueJzuh8yMYv/4A5bkDcdmbc7l33rz/KInSyDgwmrA7wyXcRog+i6q+ERCsL5BQn9SUIuYj/c2QXbs2MHv/u7vMn36dHK5HGeffTZPP/00AEEQ8MUvfpGzzz6bQqHAvHnz+L3f+z3efvvtUc+xb98+brvtNvr6+pgyZQp33HEHxeLongovvPACV1xxBdlsloULF/KNb3zjsH358Y9/zOmnn042m+Xss8/mvvvuO+Sj0Hz1q19l7ty55HI5rrnmGjZt2jTh99xI0hsCMXQdu22Ln/fmeCrncrIfclml2u5dGkUgJdtsix6tWeQH7d6dhuAmDVYmi1UixBe1VjdTqtVPVLtLl7PTiVe2OinF6zQ/QAM/7st3Xb0IxKL8omp8fVqXdXjHPsZ7VIq5fsCHB0tcVfGwNazPOPywv4dt7onlh7/lWByQgr2WZJNj85tchh/15fk/U3r4YX8PP+/N85tClo0Zl6Ilece2+ZfePNtsi+mR4mND5RO61s4NQpYEIetybtelkTWVJgrz/fv3c9lll+E4Dvfffz8vv/wy3/zmN5k6dSoA5XKZ9evX8xd/8ResX7+en/70p2zcuJEPfvCDo57ntttu46WXXmLNmjXce++9PProo3zqU5+qPz40NMR1113HokWLeOaZZ/j7v/97/vIv/5Lvfe979W0ef/xxPv7xj3PHHXfw7LPPcuONN3LjjTeyYcOG+jbf+MY3+M53vsOdd97Jk08+SaFQ4Prrr6dabZ8+EVo3LoHIRMsN42WJH3BV2WN1IR3OAX2h4spKlelJoduvc5kjd43sIE7yA95d9libc9nYpUv6o1CK24fKcUOVQus6PV5YrnKmH/KjvjzlLpoESaX45FCZrWO0uk8rtwwWsTX8YEpPu3elKZxX8TjPC/hZT479SUpgIVLMDCOmRYopStGj4qJNV8dFsRCnkbzpWDyWyxw1Gt4qTvIDrix7WMB22+Lh/MT2S2rNh4bLVIRgdU+u7bVLnZBjPjQ0RH9/P9dM+/+w5fjGg1D5/Grf/2Lbtm309fXV789kMmQyh69S/Mf/+B/57W9/y2OPPTbu/Vq3bh0XXXQRW7du5aSTTuKVV15h+fLlrFu3jpUrVwKwevVq3ve+97F9+3bmzZvHd7/7Xf78z/+cgYEBXNetv/bdd9/Nq6++CsDHPvYxSqUS9957b/21LrnkEs477zzuvPNOtNbMmzePP/3TP+U//If/AMDg4CCzZ8/mf//v/82tt9467vfQSNp/dhomJVscm92W5KKKj2hzcclZVY8PF8tMjxQDtsWP+vJdIcohtroDGJgkVolZ2uPE4dYi5i191eajpCQi/c4sNS4px011dqawhuWEUIqpYcjyqsf8ILY/vb5Y4XcPFLn9QJGbh+M0knP8gIVhRH+SIjI4Iop8d2+OXxdyqRDlAG+5Dv/al+cdS7IgjLh1qMzMCazMnOUF9CrN2ny27aK809BaTegGsHDhQvr7++u3v/3bvx3zue+55x5WrlzJzTffzKxZs1ixYgX/9E//dNT9GRwcRAjBlClTAFi7di1Tpkypi3KAa665BiklTz75ZH2bK6+8si7KAa6//no2btzI/v3769tcc801o17r+uuvZ+3atQBs2bKFgYGBUdv09/dz8cUX17dpB+0PVRomJ0LwZC7DB4oVlvohr7VRCJ/tBYTAPT359Hc4nCBTVWyVODhJlnn7EgHZ6px6m9g7PS2ip5FUhCDfATnmvaFimR8yJAUPd1hTnZxSTA8V/SqiT+k44q002RFR75EFlLVvoygFRSkZkoJ9lsUeS8bnenIcripXmeaHPJrLMJjCyXkgJb/ozbO86rGyGvC+YpWNrs0TWfeoxca9keLcqs9LGSc1PuUd5cyi9fgbByWBs7Ei5mOxefNmvvvd7/L5z3+eL3/5y6xbt47PfvazuK7L7bffftj21WqVL37xi3z84x+vP//AwACzZs0atZ1t20ybNo2BgYH6NkuWLBm1zezZs+uPTZ06lYGBgfp9I7cZ+Rwj/26sbdpBw4S5SWMxTJS9tsXrjs35VY8trt2WdubTwxBXw+uO3XWiHGKrxENt5LqZnmSwKYnWvl83/br1uClakp4wavduHBNJ3Fxni2On4niXStGvNP2Roi9JLyloTVZpMlrjao3FaNeSGprYlzwUsfgelpJ9lmS3ZbHLloe50Bzp9Zf6IWUBm1O+AvhyNsNWx+GGYoXT/ZAFQcTqQo7iWNdkrbm44lERguezkyA9rxnoCXT+TIR5X1/fKGF+JJRSrFy5kq9//esArFixgg0bNnDnnXceJsyDIOCWW25Ba813v/vdCb2FbsZEzA1tZX3OZdFQyLlVn6fbYHV1XlJE9ewEnA06iZzSeJNombfmuT1stThirlvfbbRVpF+SxwxKgQZ6mxndV4qChqmRok9FsdhWmlwiuF009oi87rEEtyIW3J4QVAXMUJoq8TVoMBHgfgMmFrW0rpyGG4bLPFLIUk3BhOVIlCzJT/oLXFiustwP+UixzPqMw4ZkXMgozZIg4JTE9eWhfJZwEl3bGopSIMaZnqYnlsY2d+5cli9fPuq+M844g5/85Cej7quJ8q1bt/LQQw+NEv1z5sxh9+7do7YPw5B9+/YxZ86c+ja7du0atU3t/8faZuTjtfvmzp07apvzzjtvQu+7kTREmJtoueF4KUvJi1mXc6s+G12H4RYvS84NI0pCdFXB3khsYN8kSWMByCfRneEWf582pkFe25ESDeSPZcGnFC6MEtQ5rcgoyOpYXLsaXKXp0QqlweFgOslYYlsDIbHgHpaCipSUhaAoBUNSMmgJBuXYke4bh0r0Kt3w4uyylPxbb56ry1VmJw4ow0Kw2bV5LsV+3+vyWTa7IdeWqqz0Ak4JQoZlnIcOsMO2eCif5a0ubhzVdI4jYj5eLrvsMjZu3Djqvtdee41FixbV/18T5Zs2beLhhx9m+vTpo7ZftWoVBw4c4JlnnuGCCy4A4KGHHkIpxcUXX1zf5s///M8JggDHiVeE1qxZw7Jly+oOMKtWreLBBx/kT/7kT+rPvWbNGlatWgXAkiVLmDNnDg8++GBdiA8NDfHkk0/y6U9/ekLvu5GYI9vQdl7KOJzmBVxY8Xiop3XODyd7ATbwepde4LPqoJfwZCGn4sh1IyKOE8HSerztOgxN4spiBQlMixTXFyu4SuNojZNEsSUH3Q6ONlXVI35K4hWDohRUhaAsBSUhGU6E9gFLxgW/J3C8bXVszvUC5gYhOxvsUFWy4hzuGWHIxRWfqZHiPC+2k3w+xeJ8r23zw948v1OsMkMpBIqnci5bHCfVvQI6Jc9cK4UeZ8RcTzBi/rnPfY5LL72Ur3/969xyyy089dRTfO9736vbGAZBwEc/+lHWr1/PvffeSxRF9XzuadOm4bouZ5xxBjfccAO///u/z5133kkQBHzmM5/h1ltvZd68eQB84hOf4K/+6q+44447+OIXv8iGDRv49re/zT/8wz/U9+WP//iPueqqq/jmN7/J+9//fn74wx/y9NNP1/dFCMGf/Mmf8Nd//dcsXbqUJUuW8Bd/8RfMmzePG2+8cULvu5Gc8FXARMsNJ0okBE/nXK4ue0wPo5Z0BV3oB1xe8YiAF1Kef3m8zE4iTHtTWPTVLLJtSimxNKj06oXuRymWJMe7Q3zsj8zTrkiBL+KbV08jEVSloEosuCtCUpGju4jeOlhEarirr9C0XX8l43COF3C6FzRcmNd4x7b5Ra8NSnHrcJlzvYA3XIdiiift05RmilJscix+a5xXGksTI+YXXnghd911F1/60pf42te+xpIlS/jWt77FbbfdBsTNh+655x6Aw9JFHn74Ya6++moAvv/97/OZz3yG97znPUgpuemmm/jOd75T37a/v59f/vKX/OEf/iEXXHABM2bM4Ktf/eoor/NLL72UH/zgB3zlK1/hy1/+MkuXLuXuu+/mrLPOqm/zZ3/2Z5RKJT71qU9x4MABLr/8clavXk02277mZCfsY26EuaERuErziaESD+ezbG1yBHupF3BpIsp/3pNjsNus1RJWlj3O8gN+0oVuM0fiQ0lawP9rsYf1LYNFBPCv/d3nnX1NscL8MOKfU+oLPi8IubpUxQWec22eyzduQL20VOW0IOSHffmm5mffmhw//9KC42d6GPI7xSolIfi3/uZNOE6EjNL8TrGMJwT39+SIOkiUpzliXvMxf3fmFmwxTh9z7fOQ9yMGBwfHVfxpOHEmx2htSD1hct21WhDvvLjiEQI/7ct3rSiHg1aJw5PoLHe1rh9LrcQCoqMmSHQuaX9Xl5Wr2MAzGaehohwOroI0O01pp23h6tg2sdnstW1edW16tOaicvqc94XWXFmu4mjNw4VsR4nyjkHruKhzXDdTPdNqJtGQbUgzinhhzW7BNUAAg5bs2oLPGpPNKhHi3LywDVJSaoiMfmgLAvAFvNiEnGkruR75DX/m0bziOgjgzOrxt6efCE9mXYaF4Aw/ZIE//qY+reC8qs/cMOLX+SylDrx2dUIWgVZ6QjdDazmho74TDkBDhyAEIbHtXLPRxMV63U5WaaqTLNpka/Db8J4F7ZkQGCCjIWjSZ2+RZOI2WSDudmwi4KQJdL48IaTk3t4cCnh3ucrZFa81r3sMpoUR53oBz2bdpuXbG5hAtFxN2C7RcOJ03nTU0LWEQtC9iSWtx6H1HTDbjYC2uDZITMS8HSz0AyzgjSbVpbRyAr/XkrEHewvSWQA8KXmgkCUQcIEXcMtgkVlBe6PnMyKFInbqMjQPEzFPN8ctzE203NBoImBWGLEgCOmLFLJJg6Im9jBu1QDYDnJKIZhcVokk77naJoHcq1RLcoQNBzkrsf7b0CQh18pAwRuujQBODVrX0mm3Y/MvvXlecm2yGt5bqnJ1qdKy1z+UKZFiWArUJFvpazWh9gjVOG86HaspkwmzVmRIDTsci5P9kIWJ7ZmCeoOOISkZSryDhyxJSYjjts96IeNwgRfwrrLHwy30TW8lc5LB/Z1JZJWYI46Yl9swqG92bE4JQm4ZKvOKa/NU1o3TH5QiD11fz9AO3l2sMCtSHJBiXC3qj4d6KksL2OTYXFLxOdUPeL2VEWMpWZfP8mJWcV2xyqIgYpnnN7zh0XjoV4rBLjhX0upn7rouc+bM4TcD903o7+bMmYPrdmd37DRihLkhNazNZ1mb0+S1pi9S9ClNn1L0RYr5YcgyX9cjWBEwJCUlKZJb3Gmv9ntJiiNW87+Yy3CWH3BSGMVR8y4YCA5lRhQL851d7DpzKH1RHK0utyGV5TeFLK+EIe8uxe3ElwQhCsgnqm51IcuuDs2ZTWPs8rpihXlhxDtWnI7RLFqZyqKkpCgEM6L2rLpUpeTeniy3DpW5pOJzUhDxcD7TtEnPoVhaMzVSTUtLMkA2m2XLli34/sTKmV3Xbauv92TjuM4Ak8ZiaBpCUBaCspQMHPqQ1vTUxLpS9EWaglJMjxQnBRG5QwbRqiAW6UnHvrIQOMSWehkNW22rK0U5wNSkA2ZpEqWy9Ca5kCXRnve817b5cX8P55c9zvQDFLDLksyKFFeUPf6t3wiORnBpqcq8MOJt2+KXTV7xkrQuYg6w3bE4ww+ZHobstVt/vCgpuasvz3uSz/jjQ2UeyWfY5jY3gm9pzXtKsUXilg6dwHYK2WzWiOyUY84AQ8eghWDYEgxbkh1jPG5pTV7FYr2gNQWlyStFQWlmhbGYrx3wFQEP59PbkvpE6YkSq8RJRD7J7x622hvjXZ/PsH7EsXVZqcrSIOSqUoUXMi77O2wVQ7apm+qYKMUpQUhJwC9bcP5K3Vph/lLG5XQ/ZLkX8lgbhDlARUru7c2zwA95V7nKlWWP7zcxiGFpzbtLVWaGEb/qybGvw84Pg6HRTPjMN9FyQ1qJRgj3Q5kZRryvWOFF1yYUgo0Zp2uj5QA5ralMsgKqfLJiMpyy73VtzmV+GLI4iFgSVAiBfZZkm22xKeOM7iipFJI4cpkW0nQULQkiLGCj25rz16K1k5KiJQmAea2yTTwK212bp7TLqorP5RWf3zQhZagmymclonxXF4nytOaZG9LPhIX5lj/+UyPODR3HqX7sdFy2JK+6DrrLRatNPMhPJnJJ+o6fIlELscj+UX8PvaFiue+zIIiYGSlmRYrzE1eRkUejAN5wbB5rYu50p3KO5zfVheVQRIsj5gBvOxaLgoi8Um0vGt6YcTmzGnBKEJIpVngsn2nY+WVpzbtKVWaHEb8qZLtKlBsMJ8JxrZWNnAUakW7oBJ7JxsveF1d8TvZDHs9n2N+ljiWFKLFKnGQe5tk0pVyMwbAtedLO8iSAUswP47SMglKESYOtUAgWhCGLg5DHksLk/jBCIRi22yPS0nIU9YWKKUqz07ZatqIgAd3iD+DFjMPiIOKcqs8T+fZPzlb35ri2WGFBGHHrUJktjs1vc+4JfQcyEeVzwogHC1kGTF65wVDnhM+Gmkg3At2QZnwpWJvP8oYbcWm5ygeGK7yUcXgu6x7RvaVTmR1OPqtEgIzWdIyLuJTscCU7xnCgWOr5XFbxeW+pSp9SZJPZxhuOzW9y7qgUDjupoRg8gWhjRinOqfoULckrjn1Yioig9VHjsVhVjf2U12ZbVxsiaf0xtde2CYCTgpAnWvzaY1GWkp/1FZgThFxW9jg5CJkeRdzdVziu5ztUlHdzh0+TzmI4Hhp2RhiBbugEdtsW9/TmOcsLOLfqszgIWZvL8HYXDQ4za1aJzuQS5o7WhF0wx9rk2FxU8ZkdKQJgi2MzPYo4NQiZH4b8Jpdlh2vjKsVHh8o4HN2OsRAprirHIr+GAhQCgSavD0bFL6j4vOHarMu6dZu8NHykrlLMCSP2S9nSlQMJbZnsDdgWC8KIrFKjaxDayIBj85N+m2uKFeaHEVPDaMKFzFJrrk4cX7pdlBsMx0vDzwqT5mJIO0oIXsi6vOnYrKp4XFeq8oZjsy7npmYQPBGmJLnWlS54LxPB0eB1w+qHlNzXkyOn9agJ43kVj3O9gGvLVaJyLBht4mj2NaUqb7g2MyJFr1JEwFuOzfRI1X2xK+KgGJeAg0bo2Ov++YzDzCjiLC9gmR+y1A95LWmUJFIQLl9ZiX2Xn8y1tsmJIP7MWs2GjMPCMOLsqs+6FKSzjGRtLsNHh8tcUvG4vzc/7r+rifL5YcRDhWxXBUMMhkbS1DPDRNENaWYoaU5yShByYcVjwXDI09kMm1z7uLuKpoGeJNI62bAAv4O/t5Hsty32H3Lfc7kML2cclnsBi4OQgtKszziUpOSKisfpftzUqCrA1XC6H6KB/VLyWD5zzOjmLsdmQzbDSX7AJcnzLfVDQtqfytKb1A+0ukmT0KDacEjtcmxCYFEQsa71L39USpZkb+LPPycIx5UfLrTmqvJBUb7DiHKD4Yi05OwwAt2QWoTgDddhu21zYcXjsorHKX7A2nyWwQ51NclOQqtEiNMO/C4vePWl5Llchudyo/Os91gWSoxuKDU1DNkv5YRtBd9yHd5yHZZ6ASurHpnEmeRkL6A3sXMEeNOxW+bJ3soOnCMR9X9azy7bYl4Y4SqVOqehXxWyfGyozIqqz/3jENmrKh4LgoiHjSg3GI5JS8/2LX/8p/WbwZAmPCn4TSHLA4Usea354HCZ8ype2wTBiWDDmF7uXY2qpWt0tzA/EsO2PKzL63778ELOibAp4/AvvXk2ORYCuLLiscILODe5XV2unuBej5/6t6pan/HdrivASxkHAZxVTd/6Vy3lb1akeO9wmdxRvpdFfshpflzLs30SinITkDRMlLadJYeKc3PwGtLATsfmZ7bFOVWfs72AJUlxaKfYefWEk9MqMU8s3iqT6203Hyn5bSHHVj/E1ZpBSxAg+VCxTNTCUPKbjsXMSLHcD3i5ha4s0D5h/rZjEwFLgpD1pK9L8T09OS6teMyKFB8YLvOj3vxhE8G8UlxaqbLFsXl9DAcig8FwOKk5U0zRqCEtRELwbC7DFtdmVdnjhlKVNx2Lp7OZ1DftmZM4suyZZFaJfUmBY3mSTUhaxfZDRJUAghZ+1C+5DudXA87yWivM23007bEksyOFrVTdJSct7LctftGb54Kyx9l+wEVVn6dGFKoKrbmi7BEiWJvLdHTdjsHQStJ1pieYdBdDGjhgWdzfk+PRfIaZoeLDw2VWVDzsFKe3zEiE+cAks0rsUfF3UkyZeOlWBC0utJWSNx2bnIb+xKe/VbTDlaVGPZ3FS186S41n8hnKApb54aj7z/QC5oRR0i10cotyE2w0TITURMzHwkTRDW1HCDa7Dm85NmdXfc7yAk71Q57JuWx20ufeMiVSaOgK28eJUEhyXIuTXAC0hOSzbrU1ZUWIttkXtotttkVALHKfyzgnVDPQTN62bU4JQhylCKRkehixouqzIeN0TBqgwZAWOuaMMc4uhnYSJuktm1yHlVWPK8sep1sBT+Yy7G2RM8V46FF6Ulol5pNVjKGUCpduopA0JKoejzBXihzQGyl6lKZHKfJak9WajI7TH45EbdLZygZDbe96KiXPZR0urAacXw1Yn09frjnAHltyagA3DZc5ICW9SrPfkjybba3vvMHQDXSMMK9houiGdlK0JI8UcswJQi6q+HygWGGTa7M+66aioU9G60mZZ51LmioFKfgOup3a6sSCMGRqUWHpuGGRBKSO29jHP+PfbR17zNe+mbGOTn3IzyMhgMtKVX5baGHTnTafTi9lM5zjBZzpBzyXdVApPMY3OTbzg4hZUcTspN7jgXwOlbIVRYOhE+g4YT4SE0U3tIsBx+bntsVpfsiKqsdiP+T5rMvLGad9g5FSsVViCgfuZpNJGtAYmo+bRLWnKE2/ikaJ6lE3EXcn9YTAFwJPCqpCUBFxkW5JSIqWYFhKPDhmmsYSL+Cqioff4tMrDcfVk9kMV1Y8Lq34/KaVk5JxoqTkoZ4cltZ8dKjMW7ZkKOWF8q1mybe/aWrnDOOio4V5DRNFN7QDLQQbMw5bHJvzqj7nV31O8wPW5TJss62W55/3KRKrxMk3IGa0prUlgZOX2sTv+YzDs7nWpVYs9wM0tDw9Ig3CfHPGYUXV55Qg5GmlUltDcoofktWaDS22tDQYuol0nt0ngGliZGg1vhQ8lc/ws948w1LynlKV60pVpkStlYpzotgVYU8Lc3DTgqM1kVk1bwnDSapUTrVWsr6WWDZeXfZa9pptzzEfwVM5FwGsqPrt3pUxEVpzluez1bEmX4Mzg6GBdEXE/EiYSLqhlQxakjWFLAvCiIsqHh8crrDRdXg267bELmx6ktu5M0XFqK3C0a13CZmsKCnRQLbFtqGbMi6n+SHzw4g5QTjp3D7Oq8YrBptS2qjnpCCiT2l+nTcFnwbDiTBpprUmim5oCUKw3bG5uzfPM1mXU/yAjwyXON3zj+o40QimRAoF+Cld5m4mFi321Z7kaOL0oVbzQuLrPaOFq1FpiJgv9AOmKcV22+IdO4XCPImW77StVLlUpQ0TIDSMhxSe4c1lLHFuThZDo1FC8FLWZbNrs6Lqc3HFZ5kX8lTOZWeTIn0FpZvejbE/jDjFDxmyJHstwX4pU+GtLAFvErrRtAsFuG1QrDOSVaGqaN0xlwZhPi+MEMBvU2qXOCeMmBkp1qSwMNVg6DQmnTAfC5PyYmgWFSl5PJ9loxunt1xfqrLVsViXzVBscB5mVuujNtgpKMUSP6QsBUUpKUpBWYgJFaleUfHq4ggOOnCExBHrihQUpWBYSIYtyYFEvDe1nbiqiTUjzFtFJOK8/lbzUsbhLC/gkorHVsdqiT2mTsFxZSUfdTqzy+POpPukZIeJlhsMJ4wR5odgLBgNzWCvbXF/T44lQcjKis+Hh8u8bVsMWZJBKRmSgkFLUpmgUK6jFBZHt0pc5gWcc0hr74i4W2ZNqB/689D9UcRC/Le5DD1K0Zc0ickpTUZr8pFmRgTiEI8UnfxtKMAjts4ri0TEJ5/Bfksel9tEreFNOQUCarIQAnYbYsm+lLzu2izzQy6o+jyRb26ENi3FnzbJOZSC1amxmBdGPJ11U9cJ2WDoRIwwPwImim5oOEKwxXXY5tic4QXMCiMWBiFnKF0v9vDhoFi3EsGe/B4eZdCbojQC4tSSI9CrNG/bFg8VsvSog50Xaz+nR4rFQUhmhBIJgZKMvaaLSTR8VgSzw+jITV6Uol9ppihFf9LhsaB1It4VWa3piTQzOLx3S03AR1D3vq6I+FauReOTz6MMICW9ScS8nE7N0pUEQuC22JUFYE4Qcpof4gPPtcg2MQ3CXNb2QqlUpI6NRCQNpkyNx/gwfuaGY2GE+TgwIt3QSEIheHGEqJBa06s0fYmQrf2cF0bkRqQLlEQcVa9F14dkLOBLUjA7KYY7mlVin1K8kwj8A5bFgSOsOjtajyncZ0aK3iSN5eQg5CmtCcYajKVkUMIgx1jWVoo8MDVU9KuIXqUpKE1eazJK46LJRZppHLlbZO0GUEqZYOlmfCHoa4NkPdWPLUF/2pdvmZd3GoT5LtticRBxehDyaiZdrie1b8HYlRoMjcEI8wliRLqh0SghGLRisb3NGf2YWxPsStEXxT9nhYpT/bB+8kbEkW0gEfMwlKSIlIWIc2S1pjdSbB5H4WkgBPsti/1H0NVTw4j3FitcXPZOrAuhjKPeZVey4xiXIqkUvUrTrxQ9StUFfC2FBjD5rS3EE6ItneqnKIWGljbYSYPefMWxubDic4YXpE6Y1/LfVSo+KYOh8zHC/AQwIt3QbHwpeEdavHNo9FlrehLR3qcUswLFjChiQRixzA8PRrGIG8IUpcTl6Dno42W/bfFkPsMVZY9tfsjWFvgqq/FG4Q0toZoIc6lUy/Kel3k+0yPFUAvddxSt92sfkySVLN+G9KFjUUuzMRFzg6ExGGHeIIxIN7QUIShagqIleRt4dYSLmtRxSkifUvQqRV+k6VWKPZZsWFfQNxybhU7IqkqV3XaeikkjmVRUkhSmXqUZbMFXv8gPuKTi4wv4RU+u+S+YEArIpEQMp2MvDqf29aujbmUwGMaLEeZN4NDCDiPUDa1ECcGwJZrbFlsI1uayfGi4zOVlj18VsqmwlTO0hrcdi7P9gA8UK/yqkG16F86LKh4KuKs339IGWj6iLY2UxiKtZ5esp7IYDIZGYMJcLcB0HTV0I54UPJbPMCeMuKZUxU6JgDE0nwHH5pF8BgFcW6rWveSbgaMUeQ0DttXS3HKAqhSpiV4JDSoF6lwqhTPi+64llykzMR83JlhnOBppueZMCkzXUUO3sdOx+VUhy7tLVa4vVvhVIWc6cE4StroOzyjFRdWAU4OI1zPNEc1neAECeLUFtQyHUpKCGRGpsCn0pKAn0vSGiuEGpaRNlBUVj7OT7yOAuHYlmZALMzE3GBqCiZi3mVo03UTUDZ3KTsfm/p4cPUrz/mKZnsgsak8WXnUdNHC6Hxxz2+NlURChgG1tcN0pCokgbmLVbh7LxYUkV5erbduHM7wADXHXVQH9SpHRGg3MDKNj/bnBYBgHJmKeIkwBqaFT2Wdb/KInx7WlCu8vVlhTyLLP2Bd2PUpK9kvJtEg1Lao8RSmGpWhLxHrYild/pkaKUjNrNsYiadQ1PVJMiRS9WhEC05Rijh8y0IYVhEriDPNIYXQB7lWlKqcEERuy2nT/NBhOEKG1WX/qBIxQN3QCGaW5plShP1Ks7skZcT4JWOb5rKr4rM25bGywx/bJXsCVFY+XXJt1+RPwzD9OZgUh7ytVWZd1eCmbOfYfjBelKGiYHkVMjWIBXlAq9uVH4+i42HOkxK010xJAVcC/9uZbN1lJcsqvKXvMDyP+uW/0a88NQq4vVbmvJ8duc86PG7NSbhgLEzHvEEw03dAJeFLwQE+O64sVritVuL8nz2CrI42GlrLRsbm44nNWNWioMO8LFZdXPALg+Wx7mursT47dvuOwTOwLFQvDgCmRpkdr8knah6PjHNKxRHdI3FV1yBKUpGBISA5Ykr2WZDBZNbig7HG2H3Bh1T98sqIUWaAvijv2FpSKO+lqsLXGBiytsYj/L5N9sdBIYoeV2oTg0ImBAja5NgLoP8Qmc6dtMSQFp3mBEeYGwwlihHkHYkS6Ic2EQrCmkOOGYoXrixXu68lRNOK8e5GSrU7cMn52ELKrQdaJi4MACTyay7TUInEkgYzb5xSOIcxdpVgchMwPIqZHsRgeuccHRTeUpKQkBcNScMCS7LPidKDxNmp6Jp/h5CBguR+yOCji6NgZZSwxPfL1R/5euylAi7gRWYBASQgRqOS+UAhCYjeYxUHEUj/uMewc6qouBJtch3OrPk8pjW8KwA2G48YI8w7HeKYb0ogvBb/syfLeYoXrSxXu78lRNk2Iupa1uQyLgzKrKh53N0iY73AszvcCpirFm8f5HFIpcpo4cqw0uxxrws2wFJA7ijBf4Ie8p1xFEIvdANhnSXZZkm2OzTuWJGzwsf+rQlzPYQGeEPhC4EtBVcTNn8pSUBIy7mcgJR6ccNpL73CZGZHiTcfiHfvw7/h112ZF1efkIODVBqc0GQyTCZNj3uUYoW5oJwWleO9whUjA/T25lvtQG1rHu4sVFoYRj+QzbHWdE39Cpbh9qIwvYFDKgxHherqFrt8nNdhorGNEj4eF4Cf9hQntxq2DRSLgx/09Yz5+TsXjfC9gq23x63xm3JHvTsNWiiVByKajiO6rSxX6Is09vTlTBDpOTJ654VC68wpiqGPsGA3tpCQlD/TkcDRcV6zipqS9uaHxPJLPoIHzq35jnlDGaR6OhhmRYlqkmBoppihFn1L0Kk1BafJK1y37qkJwQEp2W5JttsUmx2aD67Au6xBxfA16fCFwj3LYvpJx8AScFEacEnSvZWAo5VFFOcBrrsM0pZhpLFMNhuPGpLJMIkxuuqEdDFuyntaysurxeBvcNQzNRxFHqCsNjJT+vDffmCdSiguqAd5x7FtFCHoOzakeQSAlP+3Nc9NQmUsrHhGwOdOAFYMO5G3bYlAKzq36/Kond+w/MBgMh2GE+STF5KYbWskBy2JDxuW8qs8zWW26g3YhM5RCALtS6MoxL1JIYMdx7FtZCsQxun96UvLTvjw3D5U5v+pPWmGOEKzPZnhXucqcIGSgQfUGBsNkwpw1BuDIeW5GsBsaxWuJa8NpfsCLbbK/MzSPk/w4jeMtJ33CfEEQu4nsPA5hPiwkgoheBcNHSf6s1U/4R4nKF5RiVhgxK1TMjCKKUrDVsdnm2IRdkpO91bHYY0kuqPr8wrZMrvkxWPLtb5pUU8MojDA3HBUTWTc0Ck8KNrs2p3sBGzIO2gzYXcXsKEIDe1NY/PhyxuUMP+SyisddlpyQQ8lQYvU5TUUMH6UsS6o4Kj+crAYJrZkaKWZFEbPDWJAXEq+FQSnYY1lMUYqryh4hHjscqy7SgxM8N6TWnFv1WeqHvJO4w2w/Dkea40IInsm63FCqclIQ8VYbOpQaDJ2MOWMME8LkqRtOhFcyDqf5IYuCkDcb4dxhSAV2UvA3LETrulFOgKIl2eLYnByEfLhY4Wc9uaO7p2hNTmumRYoZUbwScFY1YHaoCAQEQhAIgT/i90V+gABcrbmuWGFmGOEQ+4HvtSRbXJvdlsVuW45yJ+qJFIuC+Jy4suwR4fG2bbE+57LfmniEf0oUcUXZY2qk2OTaTIkUqyoesgJ7LMkzWbfpKSYDjs0O2+KCqsc2xzKTcINhAhi7REPDMELdMB5uGC4jgPsbVdhnaDsrKh7negEP5jNsS/GE69JSldOCkGczDs/nMvX7e6M4tWTaCPeXXDI0+kAkoCgENgJHaxwOdvA8lKqAPZbFLttit22x15JE4xSmeRWL9NO8kB6leKSQZcc4RbTQmuVewPlVnyEpeSyfYV+SupNRmgVhyGlewIxI8et8tumR7GlhxAeLFX6by7BpsubcjxOTymIYiRHmhqZhhLphLE7yQ95drnJPT64uHAydzY1DJXqV5v9OGdvrOzUoxe8NldlnSe7tzdMfKVZUPRYnNofDUtQ7ce6zLPZZkqIUY+dJJy3uHR2LdEdrNJp91onnVdtac1WpyvwwYu04hG1PpLiiXGVWpHgp4/Bs1h1zMiC15oqyx6Ig5PFchtebLJivLFWZHUb8tC8/7snJZMGIccORMMLc0HSMQDeMRGjNzUNl3nBtnhkRtTR0KInY3W/JxtkbNpGPDJbo0Zo3XJtT/JCyEDyXddnqnnhudyMRWnNxxeN0P+S5jMNzWfdwwa81S/2QiyoeVSn4TT57TFeckc+7LuvyUhMLsXsjxYeHy6zPumwwBd+AEeSGY2OEucFgMBgMBoPBkALSV6VjMBgMBoPBYDBMQowwNxgMBoPBYDAYUoAR5gaDwWAwGAwGQwowwtxgMBgMBoPBYEgBRpgbDAaDwWAwGAwpwAhzg8FgMBgMBoMhBRhhbjAYDAaDwWAwpAAjzA0Gg8FgMBgMhhRghLnBYDAYDAaDwZAC/n9bRSjYNvol8gAAAABJRU5ErkJggg==",
-      "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "pvdeg.geospatial.plot_sparse_analysis(geo_res, data_var=\"pysam_annual_energy\")"
    ]
@@ -234,7 +228,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "fem_diff",
+   "display_name": "deg",
    "language": "python",
    "name": "python3"
   },
@@ -248,7 +242,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.9.19"
   }
  },
  "nbformat": 4,

From 79072fc97fb0804a629f0b96820cbc0fa57d432f Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Thu, 31 Oct 2024 11:59:41 -0600
Subject: [PATCH 061/109] GeospatialScenario.meta_KDtree

---
 pvdeg/geospatial.py |  4 ++--
 pvdeg/scenario.py   | 21 +++++++++++++++++++++
 2 files changed, 23 insertions(+), 2 deletions(-)

diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index c9cb0d2c..2e4bab50 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -546,7 +546,7 @@ def meta_KDtree(meta_df, leaf_size=40, fp=None):
     Create a sklearn.neighbors.KDTree for fast geospatial lookup operations.
     Requires Scikit Learn library. Not included in pvdeg depency list.
 
-    Parameters:
+    Parameters
     -----------
     meta_df: pd.DataFrame
         Dataframe of metadata as generated by pvdeg.weather.get for geospatial
@@ -557,7 +557,7 @@ def meta_KDtree(meta_df, leaf_size=40, fp=None):
         If none, no file saved. must be ``.pkl`` file extension. Open saved
         pkl file with joblib (sklearn dependency).
 
-    Returns:
+    Returns
     --------
     kdtree: sklearn.neighbors.KDTree
         kdtree containing latitude-longitude pairs for quick lookups
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index aab8afae..8f1c68f2 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1397,6 +1397,27 @@ def classify_mountains_weights(
         self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
         return
 
+    def meta_KDtree(self, leaf_size=40, fp=None):
+        """
+        Create a KDTree from this scenario's current metadata
+        
+        Parameters
+        ----------
+        leaf_size:
+            Number of points at which to switch to brute-force. See sci kit docs.
+        fp: str, optional
+            Location to save pickled kdtree so we don't have to rebuild the tree.
+            If none, no file saved. must be ``.pkl`` file extension. Open saved
+            pkl file with joblib (sklearn dependency).
+
+        Returns
+        --------
+        kdtree: sklearn.neighbors.KDTree
+            kdtree containing latitude-longitude pairs for quick lookups
+        """
+
+        return pvdeg.geospatial.meta_KDtree(meta_df=self.meta_data, leaf_size=leaf_size, fp=fp)
+
     def classify_feature(
         self,
         kdtree=None,

From a4630afbfc100ea63a1048faa5196b1739f6c871 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Fri, 1 Nov 2024 17:06:55 -0600
Subject: [PATCH 062/109] geospatial analysis use auto_template

---
 ...g.geospatial.plot_sparse_analysis_land.rst |  6 ++
 docs/source/_autosummary/pvdeg.geospatial.rst |  8 +++
 .../pvdeg.utilities.linear_normalize.rst      |  6 ++
 .../pvdeg.utilities.merge_sparse.rst          |  6 ++
 docs/source/_autosummary/pvdeg.utilities.rst  | 16 +++++
 docs/source/whatsnew/index.rst                |  2 +
 docs/source/whatsnew/releases/v0.4.2.rst      |  4 +-
 docs/source/whatsnew/releases/v0.4.3.rst      | 10 +++
 pvdeg/geospatial.py                           | 71 +++++++++++++++----
 9 files changed, 115 insertions(+), 14 deletions(-)
 create mode 100644 docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst
 create mode 100644 docs/source/whatsnew/releases/v0.4.3.rst

diff --git a/docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst b/docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst
new file mode 100644
index 00000000..16e8a987
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst
@@ -0,0 +1,6 @@
+pvdeg.geospatial.plot\_sparse\_analysis\_land
+=============================================
+
+.. currentmodule:: pvdeg.geospatial
+
+.. autofunction:: plot_sparse_analysis_land
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.geospatial.rst b/docs/source/_autosummary/pvdeg.geospatial.rst
index 4524da2d..159523fc 100644
--- a/docs/source/_autosummary/pvdeg.geospatial.rst
+++ b/docs/source/_autosummary/pvdeg.geospatial.rst
@@ -34,6 +34,7 @@ pvdeg.geospatial
       pvdeg.geospatial.plot_Europe
       pvdeg.geospatial.plot_USA
       pvdeg.geospatial.plot_sparse_analysis
+      pvdeg.geospatial.plot_sparse_analysis_land
       pvdeg.geospatial.start_dask
       pvdeg.geospatial.template_parameters
       pvdeg.geospatial.zero_template
@@ -157,6 +158,13 @@ pvdeg.geospatial
    .. minigallery:: pvdeg.geospatial.plot_sparse_analysis
        :add-heading:
 
+   .. autofunction:: plot_sparse_analysis_land
+
+   .. _sphx_glr_backref_pvdeg.geospatial.plot_sparse_analysis_land:
+
+   .. minigallery:: pvdeg.geospatial.plot_sparse_analysis_land
+       :add-heading:
+
    .. autofunction:: start_dask
 
    .. _sphx_glr_backref_pvdeg.geospatial.start_dask:
diff --git a/docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst b/docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst
new file mode 100644
index 00000000..8fae071b
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.linear\_normalize
+=================================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: linear_normalize
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst b/docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst
new file mode 100644
index 00000000..9da49b57
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.merge\_sparse
+=============================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: merge_sparse
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.utilities.rst b/docs/source/_autosummary/pvdeg.utilities.rst
index fe0b3402..d769d53c 100644
--- a/docs/source/_autosummary/pvdeg.utilities.rst
+++ b/docs/source/_autosummary/pvdeg.utilities.rst
@@ -26,6 +26,8 @@ pvdeg.utilities
       pvdeg.utilities.get_kinetics
       pvdeg.utilities.get_state_bbox
       pvdeg.utilities.gid_downsampling
+      pvdeg.utilities.linear_normalize
+      pvdeg.utilities.merge_sparse
       pvdeg.utilities.meta_as_dict
       pvdeg.utilities.new_id
       pvdeg.utilities.nrel_kestrel_check
@@ -100,6 +102,20 @@ pvdeg.utilities
    .. minigallery:: pvdeg.utilities.gid_downsampling
        :add-heading:
 
+   .. autofunction:: linear_normalize
+
+   .. _sphx_glr_backref_pvdeg.utilities.linear_normalize:
+
+   .. minigallery:: pvdeg.utilities.linear_normalize
+       :add-heading:
+
+   .. autofunction:: merge_sparse
+
+   .. _sphx_glr_backref_pvdeg.utilities.merge_sparse:
+
+   .. minigallery:: pvdeg.utilities.merge_sparse
+       :add-heading:
+
    .. autofunction:: meta_as_dict
 
    .. _sphx_glr_backref_pvdeg.utilities.meta_as_dict:
diff --git a/docs/source/whatsnew/index.rst b/docs/source/whatsnew/index.rst
index 78b35369..b1070d69 100644
--- a/docs/source/whatsnew/index.rst
+++ b/docs/source/whatsnew/index.rst
@@ -5,6 +5,8 @@ What's New
 PVDegradationTools (pvdeg) change log:
 
 
+.. include:: releases/v0.4.3.rst
+.. include:: releases/v0.4.2.rst
 .. include:: releases/v0.4.1.rst
 .. include:: releases/v0.4.0.rst
 .. include:: releases/v0.3.3.rst
diff --git a/docs/source/whatsnew/releases/v0.4.2.rst b/docs/source/whatsnew/releases/v0.4.2.rst
index 597e5510..1c7c30b3 100644
--- a/docs/source/whatsnew/releases/v0.4.2.rst
+++ b/docs/source/whatsnew/releases/v0.4.2.rst
@@ -4,11 +4,11 @@ v0.4.2 (2024-09-13)
 
 Bug Fixes
 ---------
-* Remove duplicate gid's from `pvdeg.geospatial.elevation_stochastic_downselection`
+* Remove duplicate gid's from ``pvdeg.geospatial.elevation_stochastic_downselection``
 
 Tests
 -----
-* Added a test for Xmin in `test_standards.py` and removed dependency on pvgis.
+* Added a test for Xmin in ``test_standards.py`` and removed dependency on pvgis.
 
 Contributors
 ~~~~~~~~~~~~
diff --git a/docs/source/whatsnew/releases/v0.4.3.rst b/docs/source/whatsnew/releases/v0.4.3.rst
new file mode 100644
index 00000000..0ae9f131
--- /dev/null
+++ b/docs/source/whatsnew/releases/v0.4.3.rst
@@ -0,0 +1,10 @@
+v0.4.3 (2024-11-1)
+=======================
+
+Enhancements
+-------------
+``pvdeg.geospatial.analysis`` implements autotemplating. No need to specify a template for common ``pvdeg`` functions during analysis. Manually creating and providing templates is still an option. Docstrings updated with examples.
+
+Contributors
+~~~~~~~~~~~~
+* Tobin Ford (:ghuser:`tobin-ford`)
diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index c9cb0d2c..1e015fca 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -190,7 +190,12 @@ def calc_block(weather_ds_block, future_meta_df, func, func_kwargs):
 
 def analysis(weather_ds, meta_df, func, template=None, **func_kwargs):
     """
-    Applies a function to each gid of a weather dataset.
+    Applies a function to each gid of a weather dataset. `analysis` will attempt to create a template using `geospatial.auto_template`.
+    If this process fails you will have to provide a geospatial template to the template argument.
+
+    ValueError: <function-name> cannot be autotemplated. create a template manually with `geospatial.output_template`
+
+
 
     Parameters
     ----------
@@ -212,8 +217,10 @@ def analysis(weather_ds, meta_df, func, template=None, **func_kwargs):
     """
 
     if template is None:
-        param = template_parameters(func)
-        template = output_template(weather_ds, **param)
+        template = auto_template(
+            func=func,
+            ds_gids=weather_ds
+        )
 
     # future_meta_df = client.scatter(meta_df)
     kwargs = {"func": func, "future_meta_df": meta_df, "func_kwargs": func_kwargs}
@@ -241,7 +248,11 @@ def analysis(weather_ds, meta_df, func, template=None, **func_kwargs):
 
 
 def output_template(
-    ds_gids, shapes, attrs=dict(), global_attrs=dict(), add_dims=dict()
+    ds_gids: xr.Dataset,
+    shapes: dict, 
+    attrs=dict(), 
+    global_attrs=dict(), 
+    add_dims=dict()
 ):
     """
     Generates a xarray template for output data. Output variables and
@@ -249,6 +260,31 @@ def output_template(
     The dimension length are derived from the input data. Additonal output
     dimensions can be defined with the add_dims argument.
 
+    Examples
+    --------
+    Providing the shapes dictionary can be confusing. Here is what the `shapes` dictionary should look like for `pvdeg.standards.standoff`.
+    Refer to the docstring, the function will have one result per location so the only dimension for each return value is "gid", a geospatial ID number.
+
+    .. code-block:: python
+        shapes = {
+            "x": ("gid",),
+            "T98_inf": ("gid",),
+            "T98_0": ("gid",),
+        }
+    
+    **Note: The dimensions are stored in a tuple, this this why all of the parenthesis have commas after the single string, otherwise python will interpret the value as a string.**
+
+    This is what the shapes dictinoary should look like for `pvdeg.humidity.module`. Refering to the docstring,
+    we can see that the function will return a timeseries result for each location. This means we need dimensions of "gid" and "time".
+
+    .. code-block:: python
+        shapes = {
+            "RH_surface_outside": ("gid", "time"),
+            "RH_front_encap": ("gid", "time"),
+            "RH_back_encap": ("gid", "time"),
+            "RH_backsheet": ("gid", "time"),
+        }
+
     Parameters
     ----------
     ds_gids : xarray.Dataset
@@ -290,9 +326,8 @@ def output_template(
     return output_template
 
 
-# we should be able to get rid of this with the new autotemplating function and decorator
-# this is helpful for users so we should move it to a section in the documenation,
-# discuss with group
+# This has been replaced with pvdeg.geospatial.auto_templates inside of pvdeg.geospatial.analysis.
+# it is here for completeness. it can be removed.
 def template_parameters(func):
     """
     Output parameters for xarray template.
@@ -417,11 +452,10 @@ def auto_template(func: Callable, ds_gids: xr.Dataset) -> xr.Dataset:
     Only works on functions that have the `numeric_or_timeseries` and `shape_names` attributes.
     These attributes are assigned at function definition with the `@geospatial_quick_shape` decorator.
 
-    Otherwise you will have to create your own template.
-    Don't worry, this is easy. See the Geospatial Templates Notebook
-    for more information.
+    Otherwise you will have to create your own template using `geospatial.output_template`.
+    See the Geospatial Templates Notebook for more information.
 
-    examples:
+    Examples
     ---------
 
     the function returns a numeric value
@@ -430,11 +464,24 @@ def auto_template(func: Callable, ds_gids: xr.Dataset) -> xr.Dataset:
     the function returns a timeseries result
     >>> pvdeg.module.humidity
 
-    counter example:
+    Counter example:
     ----------------
     the function could either return a single numeric or a series based on changed in
     the input. Because it does not have a known result shape we cannot determine the
     attributes required for autotemplating ahead of time.
+
+    Parameters
+    ----------
+    func: callable
+        function to create template from. This will raise an error if the function was not declared with the `@geospatial_quick_shape` decorator.
+    ds_gids : xarray.Dataset
+        Dataset containing the gids and their associated dimensions. (geospatial weather dataset)
+        Dataset should already be chunked.
+
+    Returns
+    -------
+    output_template : xarray.Dataset
+        Template for output data.
     """
 
     if not (hasattr(func, "numeric_or_timeseries") and hasattr(func, "shape_names")):

From 1e58f5770b7e53c0f0b3e1667a244e41da3465ea Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Fri, 8 Nov 2024 13:26:05 -0700
Subject: [PATCH 063/109] auto_templating in GeospatialScenario

---
 pvdeg/decorators.py |  79 +++++++++++++++++++++++++++++++++
 pvdeg/geospatial.py |  33 ++++++++++++--
 pvdeg/scenario.py   | 103 +++++++++++++++++++++++++++++---------------
 3 files changed, 176 insertions(+), 39 deletions(-)

diff --git a/pvdeg/decorators.py b/pvdeg/decorators.py
index b5927399..585c9e60 100644
--- a/pvdeg/decorators.py
+++ b/pvdeg/decorators.py
@@ -3,6 +3,9 @@
 Private API, should only be used in PVDeg implemenation files.
 """
 
+import functools
+import inspect
+import warnings
 
 def geospatial_quick_shape(numeric_or_timeseries: bool, shape_names: list[str]) -> None:
     """
@@ -57,3 +60,79 @@ def decorator(func):
         return func
 
     return decorator
+
+# Taken from: https://stackoverflow.com/questions/2536307/decorators-in-the-python-standard-lib-deprecated-specifically
+# A future Python version (after 3.13) will include the warnings.deprecated decorator 
+def deprecated(reason):
+    """
+    This is a decorator which can be used to mark functions
+    as deprecated. It will result in a warning being emitted
+    when the function is used.
+    """
+
+    string_types = (type(b''), type(u''))
+
+    if isinstance(reason, string_types):
+
+        # The @deprecated is used with a 'reason'.
+        #
+        # .. code-block:: python
+        #
+        #    @deprecated("please, use another function")
+        #    def old_function(x, y):
+        #      pass
+
+        def decorator(func1):
+
+            if inspect.isclass(func1):
+                fmt1 = "Call to deprecated class {name} ({reason})."
+            else:
+                fmt1 = "Call to deprecated function {name} ({reason})."
+
+            @functools.wraps(func1)
+            def new_func1(*args, **kwargs):
+                warnings.simplefilter('always', DeprecationWarning)
+                warnings.warn(
+                    fmt1.format(name=func1.__name__, reason=reason),
+                    category=DeprecationWarning,
+                    stacklevel=2
+                )
+                warnings.simplefilter('default', DeprecationWarning)
+                return func1(*args, **kwargs)
+
+            return new_func1
+
+        return decorator
+
+    elif inspect.isclass(reason) or inspect.isfunction(reason):
+
+        # The @deprecated is used without any 'reason'.
+        #
+        # .. code-block:: python
+        #
+        #    @deprecated
+        #    def old_function(x, y):
+        #      pass
+
+        func2 = reason
+
+        if inspect.isclass(func2):
+            fmt2 = "Call to deprecated class {name}."
+        else:
+            fmt2 = "Call to deprecated function {name}."
+
+        @functools.wraps(func2)
+        def new_func2(*args, **kwargs):
+            warnings.simplefilter('always', DeprecationWarning)
+            warnings.warn(
+                fmt2.format(name=func2.__name__),
+                category=DeprecationWarning,
+                stacklevel=2
+            )
+            warnings.simplefilter('default', DeprecationWarning)
+            return func2(*args, **kwargs)
+
+        return new_func2
+
+    else:
+        raise TypeError(repr(type(reason)))
\ No newline at end of file
diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index 1e015fca..9dd82e54 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -7,6 +7,7 @@
     humidity,
     letid,
     utilities,
+    decorators,
 )
 
 import xarray as xr
@@ -328,6 +329,7 @@ def output_template(
 
 # This has been replaced with pvdeg.geospatial.auto_templates inside of pvdeg.geospatial.analysis.
 # it is here for completeness. it can be removed.
+@decorators.deprecated(reason="use geospatial.auto_template or create a template with geospatial.output_template")
 def template_parameters(func):
     """
     Output parameters for xarray template.
@@ -445,6 +447,28 @@ def zero_template(
 
     return res
 
+def can_auto_template(func) -> None:
+    """
+    Check if we can use `geospatial.auto_template on a given function.
+
+    Raise an error if the function was not declared with the `@geospatial_quick_shape` decorator.
+    No error raised if we can run `geospatial.auto_template` on provided function, `func`.
+    
+    Parameters
+    ----------
+    func: callable
+        function to create template from. 
+
+    Returns
+    -------
+    None
+    """
+    if not (hasattr(func, "numeric_or_timeseries") and hasattr(func, "shape_names")):
+        raise ValueError(
+            f"{func.__name__} cannot be autotemplated. create a template manually"
+        )
+
+
 
 def auto_template(func: Callable, ds_gids: xr.Dataset) -> xr.Dataset:
     """
@@ -484,10 +508,11 @@ def auto_template(func: Callable, ds_gids: xr.Dataset) -> xr.Dataset:
         Template for output data.
     """
 
-    if not (hasattr(func, "numeric_or_timeseries") and hasattr(func, "shape_names")):
-        raise ValueError(
-            f"{func.__name__} cannot be autotemplated. create a template manually"
-        )
+    can_auto_template(func=func)
+    # if not (hasattr(func, "numeric_or_timeseries") and hasattr(func, "shape_names")):
+    #     raise ValueError(
+    #         f"{func.__name__} cannot be autotemplated. create a template manually"
+    #     )
 
     if func.numeric_or_timeseries == 0:
         shapes = {datavar: ("gid",) for datavar in func.shape_names}
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index aab8afae..0a480d69 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1594,49 +1594,88 @@ def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) ->
         self.weather_data, self.meta_data = weather_ds, meta_df
 
 
+    # def addJob(
+    #     self,
+    #     func: Callable = None,
+    #     func_params: dict = {},
+    #     see_added: bool = False,
+    # ):
+    #     """
+    #     Add a pvdeg function to the scenario pipeline
+
+    #     Parameters:
+    #     -----------
+    #     func : function
+    #         pvdeg function to use for geospatial analysis.
+    #         *Note: geospatial analysis is only available with a limited subset of pvdeg
+    #         functions*
+    #         Current supported functions for geospatial analysis: ``pvdeg.standards.standoff``,
+    #         ``pvdeg.humidity.module``, ``pvdeg.letid.calc_letid_outdoors``
+    #     func_params : dict
+    #         job specific keyword argument dictionary to provide to the function
+    #     see_added : bool
+    #         set flag to get a userWarning notifying the user of the job added
+    #        to the pipeline in method call. ``default = False``
+    #     """
+    #     try:
+    #         pvdeg.geospatial.template_parameters(func)
+    #     except ValueError:
+    #         return ValueError(
+    #             f"{func.__name__} does does not have a valid geospatial results template or does not exist"
+    #         )
+
+    #     geo_job_dict = {"geospatial_job": {"job": func, "params": func_params}}
+
+    #     self.pipeline = geo_job_dict
+
+    #     if see_added:
+    #         message = f"{func.__name__} added to pipeline as \n {geo_job_dict}"
+    #         warnings.warn(message, UserWarning)
+
     def addJob(
         self,
-        func: Callable = None,
+        func: Callable,
+        template: xr.Dataset = None,
         func_params: dict = {},
-        see_added: bool = False,
-    ):
+        see_added: bool = False
+    ) -> None:
         """
-        Add a pvdeg function to the scenario pipeline
+        Add a pvdeg geospatial function to the scenario pipeline. If no template is provided, `addJob` attempts to use `geospatial.auto_template` this will raise an 
 
         Parameters:
         -----------
         func : function
-            pvdeg function to use for geospatial analysis.
-            *Note: geospatial analysis is only available with a limited subset of pvdeg
-            functions*
-            Current supported functions for geospatial analysis: ``pvdeg.standards.standoff``,
-            ``pvdeg.humidity.module``, ``pvdeg.letid.calc_letid_outdoors``
+            pvdeg function to use for geospatial analysis. 
+        template : xarray.Dataset
+            Template for output data. Only required if a function is not supported by `geospatial.auto_template`.
         func_params : dict
             job specific keyword argument dictionary to provide to the function
         see_added : bool
             set flag to get a userWarning notifying the user of the job added
-           to the pipeline in method call. ``default = False``
+            to the pipeline in method call. ``default = False``
         """
-        try:
-            pvdeg.geospatial.template_parameters(func)
-        except ValueError:
-            return ValueError(
-                f"{func.__name__} does does not have a valid geospatial results template or does not exist"
-            )
 
-        geo_job_dict = {"geospatial_job": {"job": func, "params": func_params}}
+        if template is None:
+
+            # take the weather datapoints specified by metadata and create a template based on them.
+            geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index)
+            template = pvdeg.geospatial.auto_template(func=func, ds_gids=self.weather_data)
 
-        self.pipeline = geo_job_dict
+        self.template = template
+        self.func = func
+        self.func_params = func_params
 
         if see_added:
-            message = f"{func.__name__} added to pipeline as \n {geo_job_dict}"
+            message = f"{func.__name__} added to scenario with arguments {func_params} using template: {template}"
             warnings.warn(message, UserWarning)
 
+
+
     def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
         """
-        Run the function in the geospatial pipeline.
-        GeospatialScenario only supports one geospatial pipeline job at a time
-        unlike Scenario which supports unlimited conventional pipeline jobs.
+        Run the geospatial scenario stored in the geospatial scenario object.
+
+        Only supports one function at a time. Unlike `Scenario` which supports unlimited conventional pipeline jobs.
         Results are stored in the `GeospatialScenario.results` attribute.
 
         Creates a dask cluster or client using the hpc_worker_conf parameter.
@@ -1675,20 +1714,14 @@ def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
         """
         client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
 
-        geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index)
-
-        func = self.pipeline["geospatial_job"]["job"]
-
-        if func == pvdeg.standards.standoff or func == pvdeg.humidity.module:
-            geo = {
-                "func": func,
-                "weather_ds": geo_weather_sub,
-                "meta_df": self.meta_data,
-            }
-
-            analysis_result = pvdeg.geospatial.analysis(**geo)
+        analysis_result = pvdeg.geospatial.analysis(
+            weather_ds=self.weather_data,
+            meta_df=self.meta_data,
+            func=self.func,
+            template=self.template, # provided or generated via autotemplate in GeospatialScenario.addJob
+        )
 
-            self.results = analysis_result
+        self.results = analysis_result
 
         client.shutdown()
 

From 9a087a89bf5b297c64e434f4f85666a7772a399b Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 8 Nov 2024 15:30:50 -0700
Subject: [PATCH 064/109] Fixed GeospatialScenario running geospatial jobs with
 auto_templating

---
 pvdeg/scenario.py                             |    8 +-
 .../Geospatial Templates.ipynb                | 4022 +----------------
 .../Scenario - Geospatial.ipynb               | 1168 ++---
 3 files changed, 848 insertions(+), 4350 deletions(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 0a480d69..916fabb2 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1092,6 +1092,8 @@ def __init__(
         geospatial=False,
         weather_data: xr.Dataset = None,
         meta_data: pd.DataFrame = None,
+        func: Callable = None,
+        template: xr.Dataset = None,
     ):
         super().__init__(
             name=name,
@@ -1106,6 +1108,8 @@ def __init__(
         )
         self.geospatial = geospatial
         self.hpc = hpc
+        self.func = func
+        self.template = template
 
     def __eq__(self, other):
         raise NotImplementedError("""
@@ -1658,7 +1662,7 @@ def addJob(
         if template is None:
 
             # take the weather datapoints specified by metadata and create a template based on them.
-            geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index)
+            self.weather_data = self.weather_data.sel(gid=self.meta_data.index)
             template = pvdeg.geospatial.auto_template(func=func, ds_gids=self.weather_data)
 
         self.template = template
@@ -2184,4 +2188,4 @@ def format_geo_weather(self):
             </div>
             """
 
-        return weather_data_html
\ No newline at end of file
+        return weather_data_html
diff --git a/tutorials_and_tools/tutorials_and_tools/Geospatial Templates.ipynb b/tutorials_and_tools/tutorials_and_tools/Geospatial Templates.ipynb
index b9b47c09..0ada7952 100644
--- a/tutorials_and_tools/tutorials_and_tools/Geospatial Templates.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Geospatial Templates.ipynb	
@@ -429,49 +429,49 @@
        "Attributes:\n",
        "    full_version_record:  {&quot;rex&quot;: &quot;0.2.80&quot;, &quot;pandas&quot;: &quot;2.0.0&quot;, &quot;numpy&quot;: &quot;1.23...\n",
        "    package:              rex\n",
-       "    version:              4.0.0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-2e3022a1-e6d3-4cc6-8e17-42a5fa0a6a32' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2e3022a1-e6d3-4cc6-8e17-42a5fa0a6a32' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>gid</span>: 11</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-4dc28555-2bf8-4ca2-aaa9-1b22777f331a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4dc28555-2bf8-4ca2-aaa9-1b22777f331a' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>449211 452064 ... 460613 462498</div><input id='attrs-11187807-83e9-4a98-a7dc-6e67ed09887e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-11187807-83e9-4a98-a7dc-6e67ed09887e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4dbaf6b6-7a9e-48de-a47b-bf516cef3b01' class='xr-var-data-in' type='checkbox'><label for='data-4dbaf6b6-7a9e-48de-a47b-bf516cef3b01' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([449211, 452064, 453020, 454916, 455867, 455877, 456827, 457776, 459670,\n",
-       "       460613, 462498], dtype=int64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-fa2f67bd-b058-4624-aa06-7ef1fd6e989d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fa2f67bd-b058-4624-aa06-7ef1fd6e989d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d877425e-b27b-4fb2-a6d3-a5f819c454a0' class='xr-var-data-in' type='checkbox'><label for='data-d877425e-b27b-4fb2-a6d3-a5f819c454a0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "    version:              4.0.0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-bc51072d-55cd-43d5-9c1c-509a364e06c2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-bc51072d-55cd-43d5-9c1c-509a364e06c2' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>gid</span>: 11</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-86df4b2f-642c-49fc-a101-9eeb03c8d07c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-86df4b2f-642c-49fc-a101-9eeb03c8d07c' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>449211 452064 ... 460613 462498</div><input id='attrs-edd180c6-e54d-4e6d-bb01-e0a73aab5565' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-edd180c6-e54d-4e6d-bb01-e0a73aab5565' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-50330634-923c-4a0d-8b5f-8a59634f881d' class='xr-var-data-in' type='checkbox'><label for='data-50330634-923c-4a0d-8b5f-8a59634f881d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([449211, 452064, 453020, 454916, 455867, 455877, 456827, 457776, 459670,\n",
+       "       460613, 462498])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-d817dab1-1d9a-42bf-8a98-fb0a6e26fa1e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d817dab1-1d9a-42bf-8a98-fb0a6e26fa1e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-30808378-3a3e-487f-9476-393538ff66e5' class='xr-var-data-in' type='checkbox'><label for='data-30808378-3a3e-487f-9476-393538ff66e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-03139de4-08e1-486f-94e8-0152e202971b' class='xr-section-summary-in' type='checkbox'  checked><label for='section-03139de4-08e1-486f-94e8-0152e202971b' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-12.0 -8.1 -14.2 ... -4.5 -4.3 -6.2</div><input id='attrs-f28cad9a-2520-445a-872a-a95e279db811' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-f28cad9a-2520-445a-872a-a95e279db811' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cd8e4874-f4f0-4110-9201-d27cbddb7371' class='xr-var-data-in' type='checkbox'><label for='data-cd8e4874-f4f0-4110-9201-d27cbddb7371' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>True</dd><dt><span>physical_max :</span></dt><dd>70.0</dd><dt><span>physical_min :</span></dt><dd>-100.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>Celsius</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW2</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[-12. ,  -8.1, -14.2, ..., -11.5, -10.9, -12.3],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-728a69fe-a3ee-4cfa-82a3-88fea79886cf' class='xr-section-summary-in' type='checkbox'  checked><label for='section-728a69fe-a3ee-4cfa-82a3-88fea79886cf' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-12.0 -8.1 -14.2 ... -4.5 -4.3 -6.2</div><input id='attrs-aa439c18-a3d9-4d05-b3c5-987981fd9add' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-aa439c18-a3d9-4d05-b3c5-987981fd9add' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ed1d0fc-b228-444e-a6da-0c08580e1a23' class='xr-var-data-in' type='checkbox'><label for='data-4ed1d0fc-b228-444e-a6da-0c08580e1a23' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>True</dd><dt><span>physical_max :</span></dt><dd>70.0</dd><dt><span>physical_min :</span></dt><dd>-100.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>Celsius</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW2</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[-12. ,  -8.1, -14.2, ..., -11.5, -10.9, -12.3],\n",
        "       [-12.4,  -8.5, -14.6, ..., -12.1, -11.5, -13. ],\n",
        "       [-12.7,  -8.8, -15. , ..., -12.6, -12.1, -13.7],\n",
        "       ...,\n",
        "       [ -3.6,   0.2,  -6.1, ...,  -3.9,  -3.7,  -5.4],\n",
        "       [ -4.1,  -0.4,  -6.6, ...,  -4.5,  -4.3,  -6.2],\n",
-       "       [ -4.1,  -0.4,  -6.6, ...,  -4.5,  -4.3,  -6.2]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.6 0.6 0.3 0.6 ... 0.9 0.9 1.0 1.1</div><input id='attrs-2b687cf1-62be-45d1-8462-a26ebf9f1037' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2b687cf1-62be-45d1-8462-a26ebf9f1037' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ed82c80-d166-4bb8-9b3b-bb5b92eb15a4' class='xr-var-data-in' type='checkbox'><label for='data-7ed82c80-d166-4bb8-9b3b-bb5b92eb15a4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>40.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>m/s</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW4</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><pre>array([[0.6, 0.6, 0.3, ..., 0.5, 0.8, 1.1],\n",
+       "       [ -4.1,  -0.4,  -6.6, ...,  -4.5,  -4.3,  -6.2]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.6 0.6 0.3 0.6 ... 0.9 0.9 1.0 1.1</div><input id='attrs-62f90a31-93fc-4d20-be92-b03aa8c61e9f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-62f90a31-93fc-4d20-be92-b03aa8c61e9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f00bfdc2-e216-4570-9179-e73aca0794bf' class='xr-var-data-in' type='checkbox'><label for='data-f00bfdc2-e216-4570-9179-e73aca0794bf' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>40.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>m/s</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW4</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><pre>array([[0.6, 0.6, 0.3, ..., 0.5, 0.8, 1.1],\n",
        "       [0.6, 0.6, 0.4, ..., 0.7, 1. , 1.3],\n",
        "       [0.6, 0.6, 0.5, ..., 0.8, 1.2, 1.6],\n",
        "       ...,\n",
        "       [0.7, 0.7, 0.8, ..., 0.9, 1. , 1.2],\n",
        "       [0.6, 0.6, 0.8, ..., 0.9, 1. , 1.1],\n",
-       "       [0.6, 0.6, 0.8, ..., 0.9, 1. , 1.1]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 13.0 18.0 19.0</div><input id='attrs-63e929de-8168-447f-b9d3-9500bf5a825d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-63e929de-8168-447f-b9d3-9500bf5a825d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7aaa2c4b-55b8-43c5-be28-58095f38342d' class='xr-var-data-in' type='checkbox'><label for='data-7aaa2c4b-55b8-43c5-be28-58095f38342d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>800.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><pre>array([[  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
+       "       [0.6, 0.6, 0.8, ..., 0.9, 1. , 1.1]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 13.0 18.0 19.0</div><input id='attrs-c5e9746a-c8e7-4e68-b3de-efb6710080a9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c5e9746a-c8e7-4e68-b3de-efb6710080a9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-84c65092-1263-4837-b8fc-a2be7c2aa4ce' class='xr-var-data-in' type='checkbox'><label for='data-84c65092-1263-4837-b8fc-a2be7c2aa4ce' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>800.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><pre>array([[  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
        "       [  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
        "       [  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
        "       ...,\n",
        "       [106.,  80., 105., ...,  78.,  59., 108.],\n",
        "       [ 47.,  33.,  52., ...,  42.,  49.,  54.],\n",
-       "       [ 22.,  16.,  18., ...,  13.,  18.,  19.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 13.0 24.0 19.0</div><input id='attrs-1a5e8722-ed22-4b82-8938-4ca2310cd276' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1a5e8722-ed22-4b82-8938-4ca2310cd276' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-263aa169-ede1-4e0f-96f7-9b17487bfd83' class='xr-var-data-in' type='checkbox'><label for='data-263aa169-ede1-4e0f-96f7-9b17487bfd83' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><pre>array([[  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
+       "       [ 22.,  16.,  18., ...,  13.,  18.,  19.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 13.0 24.0 19.0</div><input id='attrs-8fb4654b-6a80-4995-aaf1-e51ed6497f8b' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8fb4654b-6a80-4995-aaf1-e51ed6497f8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9faca095-56a3-4e5f-bf6d-f7f8ba4a46c3' class='xr-var-data-in' type='checkbox'><label for='data-9faca095-56a3-4e5f-bf6d-f7f8ba4a46c3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><pre>array([[  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
        "       [  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
        "       [  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
        "       ...,\n",
        "       [111.,  82., 113., ...,  82.,  79., 134.],\n",
        "       [ 47.,  33.,  52., ...,  43.,  55.,  63.],\n",
-       "       [ 23.,  17.,  18., ...,  13.,  24.,  19.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 126.0 1.0</div><input id='attrs-7a1539fa-1543-44a7-8eef-44b4727f6077' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7a1539fa-1543-44a7-8eef-44b4727f6077' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8aa3a4f8-98df-4896-bf2c-428e22cd992e' class='xr-var-data-in' type='checkbox'><label for='data-8aa3a4f8-98df-4896-bf2c-428e22cd992e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><pre>array([[  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
+       "       [ 23.,  17.,  18., ...,  13.,  24.,  19.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 0.0 126.0 1.0</div><input id='attrs-39e91836-69d5-4332-bee3-0beb8a6ac4e5' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-39e91836-69d5-4332-bee3-0beb8a6ac4e5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9d773650-57f1-4a0a-b596-24c3802f4ac3' class='xr-var-data-in' type='checkbox'><label for='data-9d773650-57f1-4a0a-b596-24c3802f4ac3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><pre>array([[  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
        "       [  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
        "       [  0.,   0.,   0., ...,   0.,   0.,   0.],\n",
        "       ...,\n",
        "       [ 26.,  12.,  40., ...,  18.,  98., 131.],\n",
        "       [  2.,   0.,   2., ...,  12.,  48.,  76.],\n",
-       "       [ 21.,  17.,   0., ...,   0., 126.,   1.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>99.93 79.41 100.0 ... 95.93 100.0</div><input id='attrs-a528d14a-fbc4-4003-bb97-3c1894cdb4cc' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a528d14a-fbc4-4003-bb97-3c1894cdb4cc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a9b838da-508f-4a77-9a23-3867ba21d37d' class='xr-var-data-in' type='checkbox'><label for='data-a9b838da-508f-4a77-9a23-3867ba21d37d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>derived</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>100.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>100.0</dd><dt><span>psm_units :</span></dt><dd>%</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>%</dd></dl></div><div class='xr-var-data'><pre>array([[ 99.93,  79.41, 100.  , ...,  95.63,  94.27, 100.  ],\n",
+       "       [ 21.,  17.,   0., ...,   0., 126.,   1.]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>99.93 79.41 100.0 ... 95.93 100.0</div><input id='attrs-2135ab68-a267-4b0a-ad98-db5d465e9c31' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-2135ab68-a267-4b0a-ad98-db5d465e9c31' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de8037e1-e9a1-4e0b-906a-5515b4232cd0' class='xr-var-data-in' type='checkbox'><label for='data-de8037e1-e9a1-4e0b-906a-5515b4232cd0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>derived</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>100.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>100.0</dd><dt><span>psm_units :</span></dt><dd>%</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>%</dd></dl></div><div class='xr-var-data'><pre>array([[ 99.93,  79.41, 100.  , ...,  95.63,  94.27, 100.  ],\n",
        "       [100.  ,  81.92, 100.  , ..., 100.  ,  98.89, 100.  ],\n",
        "       [100.  ,  79.59, 100.  , ...,  95.56,  93.34, 100.  ],\n",
        "       ...,\n",
        "       [100.  ,  90.58, 100.  , ..., 100.  ,  99.84, 100.  ],\n",
        "       [100.  ,  86.56, 100.  , ...,  98.63,  95.93, 100.  ],\n",
-       "       [100.  ,  86.56, 100.  , ...,  98.63,  95.93, 100.  ]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ffc92b8b-e480-498b-b976-79c015b42bea' class='xr-section-summary-in' type='checkbox'  ><label for='section-ffc92b8b-e480-498b-b976-79c015b42bea' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ef8d3381-a87b-4eb7-877c-31c3f0341a6c' class='xr-index-data-in' type='checkbox'/><label for='index-ef8d3381-a87b-4eb7-877c-31c3f0341a6c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([449211, 452064, 453020, 454916, 455867, 455877, 456827, 457776, 459670,\n",
+       "       [100.  ,  86.56, 100.  , ...,  98.63,  95.93, 100.  ]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-47afc732-3958-48af-9baa-34d08a0952df' class='xr-section-summary-in' type='checkbox'  ><label for='section-47afc732-3958-48af-9baa-34d08a0952df' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-80b2a78a-7c9f-45ab-bac1-d7b9bf2f4bbd' class='xr-index-data-in' type='checkbox'/><label for='index-80b2a78a-7c9f-45ab-bac1-d7b9bf2f4bbd' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([449211, 452064, 453020, 454916, 455867, 455877, 456827, 457776, 459670,\n",
        "       460613, 462498],\n",
-       "      dtype=&#x27;int64&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d459d164-2d08-400f-bfca-e42b8c7bf276' class='xr-index-data-in' type='checkbox'/><label for='index-d459d164-2d08-400f-bfca-e42b8c7bf276' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "      dtype=&#x27;int64&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ad5d8a4f-1c14-465d-95f8-26371eade481' class='xr-index-data-in' type='checkbox'/><label for='index-ad5d8a4f-1c14-465d-95f8-26371eade481' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
        "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
        "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
@@ -482,7 +482,7 @@
        "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
        "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-e5c1f177-6f73-4cf4-8013-c58b7cb554bb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-e5c1f177-6f73-4cf4-8013-c58b7cb554bb' class='xr-section-summary' >Attributes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>full_version_record :</span></dt><dd>{&quot;rex&quot;: &quot;0.2.80&quot;, &quot;pandas&quot;: &quot;2.0.0&quot;, &quot;numpy&quot;: &quot;1.23.5&quot;, &quot;python&quot;: &quot;3.9.16 (main, Mar  8 2023, 14:00:05) \\n[GCC 11.2.0]&quot;, &quot;click&quot;: &quot;8.1.3&quot;, &quot;h5py&quot;: &quot;3.7.0&quot;, &quot;h5pyd&quot;: &quot;0.14.0&quot;, &quot;scipy&quot;: &quot;1.10.1&quot;}</dd><dt><span>package :</span></dt><dd>rex</dd><dt><span>version :</span></dt><dd>4.0.0</dd></dl></div></li></ul></div></div>"
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4a8ab225-3528-4752-b1c1-6a836e75b160' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4a8ab225-3528-4752-b1c1-6a836e75b160' class='xr-section-summary' >Attributes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>full_version_record :</span></dt><dd>{&quot;rex&quot;: &quot;0.2.80&quot;, &quot;pandas&quot;: &quot;2.0.0&quot;, &quot;numpy&quot;: &quot;1.23.5&quot;, &quot;python&quot;: &quot;3.9.16 (main, Mar  8 2023, 14:00:05) \\n[GCC 11.2.0]&quot;, &quot;click&quot;: &quot;8.1.3&quot;, &quot;h5py&quot;: &quot;3.7.0&quot;, &quot;h5pyd&quot;: &quot;0.14.0&quot;, &quot;scipy&quot;: &quot;1.10.1&quot;}</dd><dt><span>package :</span></dt><dd>rex</dd><dt><span>version :</span></dt><dd>4.0.0</dd></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 9MB\n",
@@ -689,7 +689,7 @@
     {
      "data": {
       "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x2a43b31b3d0>]"
+       "[<matplotlib.lines.Line2D at 0x7f40a9af5a50>]"
       ]
      },
      "execution_count": 7,
@@ -698,7 +698,7 @@
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 640x480 with 1 Axes>"
       ]
@@ -747,7 +747,10 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Geospatial Cell Temperature Calculation"
+    "## Geospatial Cell Temperature Calculation\n",
+    "As shown below, we have two options, we can choose to provide a template that is generated by a function which supports autotemplating. Or we can provide the function to `geospatial.analysis` and let it generate a template internally.\n",
+    "\n",
+    "### Providing a Template with `Geospatial.auto_template`"
    ]
   },
   {
@@ -1156,11 +1159,11 @@
        "  * longitude  (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
        "  * time       (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T23:30:00\n",
        "Data variables:\n",
-       "    cell       (time, latitude, longitude) float64 11MB nan nan nan ... nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b04919a4-944b-4555-a151-5c4aa78b544a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b04919a4-944b-4555-a151-5c4aa78b544a' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-baef55ad-f2ae-4855-b1b3-8821d33e16bc' class='xr-section-summary-in' type='checkbox'  checked><label for='section-baef55ad-f2ae-4855-b1b3-8821d33e16bc' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-4f62f555-cec7-481d-aafc-27c5e24bf74d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4f62f555-cec7-481d-aafc-27c5e24bf74d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c8585057-5f17-4204-bd97-e8bcde87774e' class='xr-var-data-in' type='checkbox'><label for='data-c8585057-5f17-4204-bd97-e8bcde87774e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-284dbdd0-4c6f-414f-8cc4-43bb92c88fd1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-284dbdd0-4c6f-414f-8cc4-43bb92c88fd1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0c4549dc-26f5-4769-99dc-3a7ac10b8f62' class='xr-var-data-in' type='checkbox'><label for='data-0c4549dc-26f5-4769-99dc-3a7ac10b8f62' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
-       "       -105.94, -105.86])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-c0370b7d-29da-4e19-87b4-c9d8457d063a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c0370b7d-29da-4e19-87b4-c9d8457d063a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e2e0d107-8109-4b47-81c0-5213e26fc770' class='xr-var-data-in' type='checkbox'><label for='data-e2e0d107-8109-4b47-81c0-5213e26fc770' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "    cell       (time, latitude, longitude) float64 11MB nan nan nan ... nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-aec7b666-b585-4e3d-998f-3628afd8d33c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-aec7b666-b585-4e3d-998f-3628afd8d33c' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-395dede0-e2e9-4735-b950-d65015188ec9' class='xr-section-summary-in' type='checkbox'  checked><label for='section-395dede0-e2e9-4735-b950-d65015188ec9' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-67576f11-755e-4e1a-ae36-33f021db8126' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-67576f11-755e-4e1a-ae36-33f021db8126' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-66e674cf-0add-4182-bc8a-aac04656c72f' class='xr-var-data-in' type='checkbox'><label for='data-66e674cf-0add-4182-bc8a-aac04656c72f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-f01fc6d8-9819-4d0a-a172-7b72fca1e2eb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f01fc6d8-9819-4d0a-a172-7b72fca1e2eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6dc34922-8601-4d04-ae03-7a8f8ea8d1c5' class='xr-var-data-in' type='checkbox'><label for='data-6dc34922-8601-4d04-ae03-7a8f8ea8d1c5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
+       "       -105.94, -105.86])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-fd076efa-5d6f-4ea2-ad65-fb9c9ec1a774' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fd076efa-5d6f-4ea2-ad65-fb9c9ec1a774' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f2d65ee0-e63b-4460-b740-4797a2f47b40' class='xr-var-data-in' type='checkbox'><label for='data-f2d65ee0-e63b-4460-b740-4797a2f47b40' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4f4f1923-f6fb-4f91-96b1-0c1d2d74eb11' class='xr-section-summary-in' type='checkbox'  checked><label for='section-4f4f1923-f6fb-4f91-96b1-0c1d2d74eb11' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>cell</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-c4583d57-b76b-4ae4-8857-3f6b853df8ba' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c4583d57-b76b-4ae4-8857-3f6b853df8ba' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-03129d27-f88d-41f4-9ec1-6cb4f5eef663' class='xr-var-data-in' type='checkbox'><label for='data-03129d27-f88d-41f4-9ec1-6cb4f5eef663' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fd0d15df-8f50-47d5-b466-c9f79ac54de3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fd0d15df-8f50-47d5-b466-c9f79ac54de3' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>cell</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-abf7c013-96bf-41f6-903a-6e935e0eb5e6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-abf7c013-96bf-41f6-903a-6e935e0eb5e6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-42987f36-46a7-46d0-b2e9-f9329cfd4413' class='xr-var-data-in' type='checkbox'><label for='data-42987f36-46a7-46d0-b2e9-f9329cfd4413' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
        "                  nan,          nan],\n",
        "        [         nan,          nan,          nan, ...,          nan,\n",
        "                  nan,          nan],\n",
@@ -1200,7 +1203,7 @@
        "        [         nan,          nan,          nan, ...,          nan,\n",
        "                  nan,          nan],\n",
        "        [ -3.27145785,   0.22163975,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f722cec5-f9ef-4799-a4a1-93c766341c38' class='xr-section-summary-in' type='checkbox'  ><label for='section-f722cec5-f9ef-4799-a4a1-93c766341c38' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-da7337c6-0b94-42a4-b026-42fe7e4dd16e' class='xr-index-data-in' type='checkbox'/><label for='index-da7337c6-0b94-42a4-b026-42fe7e4dd16e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "                  nan,          nan]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-33064b66-99d7-4b54-a386-022dd1d2f51d' class='xr-section-summary-in' type='checkbox'  ><label for='section-33064b66-99d7-4b54-a386-022dd1d2f51d' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8b87b01c-5802-4794-a11c-bdff6b1ea7c8' class='xr-index-data-in' type='checkbox'/><label for='index-8b87b01c-5802-4794-a11c-bdff6b1ea7c8' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
        "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
        "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
@@ -1211,9 +1214,9 @@
        "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
        "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8749425e-75e4-461b-b284-b256e31a1602' class='xr-index-data-in' type='checkbox'/><label for='index-8749425e-75e4-461b-b284-b256e31a1602' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-17acc69c-e042-48b9-b5b6-bab91391d96f' class='xr-index-data-in' type='checkbox'/><label for='index-17acc69c-e042-48b9-b5b6-bab91391d96f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-4a26fbda-bf5b-4f48-b66f-5a543ffb934a' class='xr-index-data-in' type='checkbox'/><label for='index-4a26fbda-bf5b-4f48-b66f-5a543ffb934a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fe02ceb3-e672-4d56-9f01-6d5aade95536' class='xr-index-data-in' type='checkbox'/><label for='index-fe02ceb3-e672-4d56-9f01-6d5aade95536' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
        "       -105.94, -105.86],\n",
-       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c004f995-3cb0-4912-8641-64be497c6a3a' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c004f995-3cb0-4912-8641-64be497c6a3a' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-856918a3-820f-4294-b349-4f0029bc5e09' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-856918a3-820f-4294-b349-4f0029bc5e09' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 11MB\n",
@@ -1251,7 +1254,9 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "### Geospatial Module Temperature Calculation"
+    "### Analysis Without Providing a Template\n",
+    "\n",
+    "If a function is supported by `geospatial.auto_template` we do not need to create a template outside of the function as shown in the cell above. We can simply pass the function to `geospatial.analysis` and it will create a template for us."
    ]
   },
   {
@@ -1660,11 +1665,11 @@
        "  * longitude  (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
        "  * time       (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T23:30:00\n",
        "Data variables:\n",
-       "    module     (time, latitude, longitude) float64 11MB nan nan nan ... nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-575e1b41-ef24-49dc-9af5-00fd965f6311' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-575e1b41-ef24-49dc-9af5-00fd965f6311' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-92d0e628-f311-4339-8f86-8383de3baa6c' class='xr-section-summary-in' type='checkbox'  checked><label for='section-92d0e628-f311-4339-8f86-8383de3baa6c' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-98b10c11-ec30-4fc7-8d34-6f04714f1ce5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-98b10c11-ec30-4fc7-8d34-6f04714f1ce5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7fefac86-7167-4319-9907-6cacd340ea1b' class='xr-var-data-in' type='checkbox'><label for='data-7fefac86-7167-4319-9907-6cacd340ea1b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-e7e5228f-21ab-48a0-9a10-46963b614c3d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e7e5228f-21ab-48a0-9a10-46963b614c3d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1249d691-8440-4814-ae79-a5e4d37bc4da' class='xr-var-data-in' type='checkbox'><label for='data-1249d691-8440-4814-ae79-a5e4d37bc4da' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
-       "       -105.94, -105.86])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-26857f30-6029-458e-bd40-cf5de3296a0f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-26857f30-6029-458e-bd40-cf5de3296a0f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8a400882-902c-48cf-9997-01c5df787b9f' class='xr-var-data-in' type='checkbox'><label for='data-8a400882-902c-48cf-9997-01c5df787b9f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "    cell       (time, latitude, longitude) float64 11MB nan nan nan ... nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-294ddd05-033c-4f7d-95b9-786adc609289' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-294ddd05-033c-4f7d-95b9-786adc609289' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-687f7c08-0c30-4f34-98b2-83d27678be6e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-687f7c08-0c30-4f34-98b2-83d27678be6e' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-03ceb1a5-fe1f-40d4-bcc8-0df912e24913' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-03ceb1a5-fe1f-40d4-bcc8-0df912e24913' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-55eed4e8-733a-4355-bb31-9669bcdedd8a' class='xr-var-data-in' type='checkbox'><label for='data-55eed4e8-733a-4355-bb31-9669bcdedd8a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-b71f1e13-4e49-4020-b2a0-2cf2de26a2bf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b71f1e13-4e49-4020-b2a0-2cf2de26a2bf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-aa86b5d3-c243-44b6-8ee7-30c20d8eb95d' class='xr-var-data-in' type='checkbox'><label for='data-aa86b5d3-c243-44b6-8ee7-30c20d8eb95d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
+       "       -105.94, -105.86])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-fadda2eb-e856-499e-96dd-e5714bd35416' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fadda2eb-e856-499e-96dd-e5714bd35416' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e49fbbb5-f1e2-4787-80cf-ae366653ac98' class='xr-var-data-in' type='checkbox'><label for='data-e49fbbb5-f1e2-4787-80cf-ae366653ac98' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
        "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
        "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f2f3be27-00c0-46ab-8713-354347c88ea7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f2f3be27-00c0-46ab-8713-354347c88ea7' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>module</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-7f9a65bc-c236-4a3c-b12d-515edc7cadc7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7f9a65bc-c236-4a3c-b12d-515edc7cadc7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ed1fdae0-b219-4ed6-8267-05db8676d2bd' class='xr-var-data-in' type='checkbox'><label for='data-ed1fdae0-b219-4ed6-8267-05db8676d2bd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1a339841-d308-414e-946a-077d3b576f18' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1a339841-d308-414e-946a-077d3b576f18' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>cell</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-5a00b75b-1480-4f1c-9d83-06b89f1173e9' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5a00b75b-1480-4f1c-9d83-06b89f1173e9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4b155850-ea4c-485b-8977-6875e22f3e66' class='xr-var-data-in' type='checkbox'><label for='data-4b155850-ea4c-485b-8977-6875e22f3e66' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
        "                  nan,          nan],\n",
        "        [         nan,          nan,          nan, ...,          nan,\n",
        "                  nan,          nan],\n",
@@ -1685,11 +1690,11 @@
        "        [         nan,          nan,          nan, ...,          nan,\n",
        "         -11.5       ,          nan],\n",
        "...\n",
-       "        [         nan,          nan,  -5.35493803, ...,          nan,\n",
+       "        [         nan,          nan,  -5.20948588, ...,          nan,\n",
        "                  nan,          nan],\n",
        "        [         nan,          nan,          nan, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ -2.94401613,   0.39346487,          nan, ...,          nan,\n",
+       "        [ -2.81237213,   0.48382503,          nan, ...,          nan,\n",
        "                  nan,          nan]],\n",
        "\n",
        "       [[         nan,          nan,          nan, ...,          nan,\n",
@@ -1697,14 +1702,14 @@
        "        [         nan,          nan,          nan, ...,          nan,\n",
        "                  nan,          nan],\n",
        "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          -2.68523646,          nan],\n",
+       "          -2.49171995,          nan],\n",
        "        ...,\n",
-       "        [         nan,          nan,  -6.17771583, ...,          nan,\n",
+       "        [         nan,          nan,  -6.12838324, ...,          nan,\n",
        "                  nan,          nan],\n",
        "        [         nan,          nan,          nan, ...,          nan,\n",
        "                  nan,          nan],\n",
-       "        [ -3.35616602,   0.15808478,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f6073d9c-c7f3-4df7-880e-c63c8c81cfe1' class='xr-section-summary-in' type='checkbox'  ><label for='section-f6073d9c-c7f3-4df7-880e-c63c8c81cfe1' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8617c29e-70ca-4338-9e21-cefa16bdd738' class='xr-index-data-in' type='checkbox'/><label for='index-8617c29e-70ca-4338-9e21-cefa16bdd738' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "        [ -3.27145785,   0.22163975,          nan, ...,          nan,\n",
+       "                  nan,          nan]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a10b5591-b1a0-491e-96d7-6218d2134071' class='xr-section-summary-in' type='checkbox'  ><label for='section-a10b5591-b1a0-491e-96d7-6218d2134071' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-08e761c1-ff1c-441d-a02e-ee40463c71a2' class='xr-index-data-in' type='checkbox'/><label for='index-08e761c1-ff1c-441d-a02e-ee40463c71a2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
        "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
        "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
        "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
@@ -1715,9 +1720,9 @@
        "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
        "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
        "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-3763969c-fb2e-4ff7-b929-8d41e29e31aa' class='xr-index-data-in' type='checkbox'/><label for='index-3763969c-fb2e-4ff7-b929-8d41e29e31aa' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c0798b8b-b50d-4d05-92f6-764db6dea8c3' class='xr-index-data-in' type='checkbox'/><label for='index-c0798b8b-b50d-4d05-92f6-764db6dea8c3' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-67151404-5787-4958-9dce-1e5982672e2f' class='xr-index-data-in' type='checkbox'/><label for='index-67151404-5787-4958-9dce-1e5982672e2f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-e2106051-e8c7-4cdc-b129-097b02c95611' class='xr-index-data-in' type='checkbox'/><label for='index-e2106051-e8c7-4cdc-b129-097b02c95611' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
        "       -105.94, -105.86],\n",
-       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-df997b36-7d3c-4e7f-852e-099c3cafccc0' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-df997b36-7d3c-4e7f-852e-099c3cafccc0' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8d10189c-f744-4be0-8395-b83f29451722' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8d10189c-f744-4be0-8395-b83f29451722' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
        "<xarray.Dataset> Size: 11MB\n",
@@ -1727,7 +1732,7 @@
        "  * longitude  (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
        "  * time       (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T23:30:00\n",
        "Data variables:\n",
-       "    module     (time, latitude, longitude) float64 11MB nan nan nan ... nan nan"
+       "    cell       (time, latitude, longitude) float64 11MB nan nan nan ... nan nan"
       ]
      },
      "execution_count": 9,
@@ -1735,6 +1740,26 @@
      "output_type": "execute_result"
     }
    ],
+   "source": [
+    "pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=pvdeg.temperature.cell,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Geospatial Module Temperature Calculation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "module_temp_template = pvdeg.geospatial.auto_template(\n",
     "    func=pvdeg.temperature.module,\n",
@@ -1758,3781 +1783,158 @@
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-       ".xr-icon-database,\n",
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-       ".xr-no-icon {\n",
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-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 67MB\n",
-       "Dimensions:             (latitude: 8, longitude: 10, time: 17520)\n",
-       "Coordinates:\n",
-       "  * latitude            (latitude) float64 64B 39.41 39.45 39.53 ... 39.81 39.89\n",
-       "  * longitude           (longitude) float64 80B -106.4 -106.3 ... -105.9 -105.9\n",
-       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
-       "Data variables:\n",
-       "    apparent_zenith     (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    zenith              (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    apparent_elevation  (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    elevation           (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    azimuth             (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    equation_of_time    (time, latitude, longitude) float64 11MB nan nan ... nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-19a8218f-43ad-43c3-a521-630b295e42b1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-19a8218f-43ad-43c3-a521-630b295e42b1' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-0583eba3-148c-40fa-a84c-e2966f35f9ae' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0583eba3-148c-40fa-a84c-e2966f35f9ae' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-44fc6682-d0cb-48b5-a2b4-e1f48e8a0387' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-44fc6682-d0cb-48b5-a2b4-e1f48e8a0387' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-deb0d35f-e051-49da-b262-a72706f6adfc' class='xr-var-data-in' type='checkbox'><label for='data-deb0d35f-e051-49da-b262-a72706f6adfc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-e5d1e4f2-c111-4ef1-81b9-368ef69a9cea' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e5d1e4f2-c111-4ef1-81b9-368ef69a9cea' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3ad90fea-155a-424d-8e30-848bf5588d8a' class='xr-var-data-in' type='checkbox'><label for='data-3ad90fea-155a-424d-8e30-848bf5588d8a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
-       "       -105.94, -105.86])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-c68dc9d6-8c7a-4032-b68e-850e3b756d3a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c68dc9d6-8c7a-4032-b68e-850e3b756d3a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3b3057c9-d894-4332-88c2-fae3f0ca0438' class='xr-var-data-in' type='checkbox'><label for='data-3b3057c9-d894-4332-88c2-fae3f0ca0438' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-141d1be3-2e1d-471d-b073-0d834ffd64ca' class='xr-section-summary-in' type='checkbox'  checked><label for='section-141d1be3-2e1d-471d-b073-0d834ffd64ca' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>apparent_zenith</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-f439fac8-cd18-4c04-800c-c3fce3b6a17a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f439fac8-cd18-4c04-800c-c3fce3b6a17a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e6ff5a74-8302-453b-9994-94c71997bc87' class='xr-var-data-in' type='checkbox'><label for='data-e6ff5a74-8302-453b-9994-94c71997bc87' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          92.53207938,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  92.39041641, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 92.37715601,  92.45818553,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          97.73545496,          nan],\n",
-       "...\n",
-       "        [         nan,          nan,  82.69660335, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 82.71808642,  82.78454078,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          87.40944118,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  87.30037773, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 87.29516228,  87.35858304,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>zenith</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-9a4c10d7-8bd7-4a04-aab6-79bcab11f48e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9a4c10d7-8bd7-4a04-aab6-79bcab11f48e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5b02d598-bdd2-41e8-91de-2005999c7bd4' class='xr-var-data-in' type='checkbox'><label for='data-5b02d598-bdd2-41e8-91de-2005999c7bd4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          92.53207938,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  92.39041641, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 92.37715601,  92.45818553,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          97.73545496,          nan],\n",
-       "...\n",
-       "        [         nan,          nan,  82.77436682, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 82.80157843,  82.87387564,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          87.58227753,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  87.46257564, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 87.46899062,  87.54606725,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>apparent_elevation</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-24c29e1e-6f35-49fa-bb43-d68cd40c8153' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-24c29e1e-6f35-49fa-bb43-d68cd40c8153' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f9d6cd45-faf6-4d9d-be6f-00cd6d564495' class='xr-var-data-in' type='checkbox'><label for='data-f9d6cd45-faf6-4d9d-be6f-00cd6d564495' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          -2.53207938,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  -2.39041641, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ -2.37715601,  -2.45818553,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          -7.73545496,          nan],\n",
-       "...\n",
-       "        [         nan,          nan,   7.30339665, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [  7.28191358,   7.21545922,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "           2.59055882,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,   2.69962227, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [  2.70483772,   2.64141696,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>elevation</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-ec40f0e1-8f0d-41b5-974d-629afe4a1070' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ec40f0e1-8f0d-41b5-974d-629afe4a1070' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-69751d0b-dd0f-403c-b8ef-fbf7f1d042d4' class='xr-var-data-in' type='checkbox'><label for='data-69751d0b-dd0f-403c-b8ef-fbf7f1d042d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          -2.53207938,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  -2.39041641, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ -2.37715601,  -2.45818553,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          -7.73545496,          nan],\n",
-       "...\n",
-       "        [         nan,          nan,   7.22563318, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [  7.19842157,   7.12612436,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "           2.41772247,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,   2.53742436, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [  2.53100938,   2.45393275,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>azimuth</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-4207c2f3-7e62-41ec-8613-63fde8e8dfe5' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4207c2f3-7e62-41ec-8613-63fde8e8dfe5' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70233ea7-9cda-463f-a2dc-7d19c1a84b96' class='xr-var-data-in' type='checkbox'><label for='data-70233ea7-9cda-463f-a2dc-7d19c1a84b96' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "         241.89748333,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan, 241.7045213 , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [241.61187231, 241.68698609,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "         246.44849637,          nan],\n",
-       "...\n",
-       "        [         nan,          nan, 231.83011515, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [231.69820098, 231.78232582,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "         237.12644799,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan, 236.91080301, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [236.79800984, 236.87716231,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>equation_of_time</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-771c6705-7889-40cb-bd64-f2d609af0988' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-771c6705-7889-40cb-bd64-f2d609af0988' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e6e9de3-1a88-4080-a0f2-8f6e360d739f' class='xr-var-data-in' type='checkbox'><label for='data-2e6e9de3-1a88-4080-a0f2-8f6e360d739f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "         -3.29790955,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan, -3.29790955, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [-3.29790955, -3.29790955,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "         -3.30780051,         nan],\n",
-       "...\n",
-       "        [        nan,         nan, -3.16766346, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [-3.16766346, -3.16766346,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "         -3.17753408,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan, -3.17753408, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [-3.17753408, -3.17753408,         nan, ...,         nan,\n",
-       "                 nan,         nan]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ea559743-2d08-4aac-8c9e-c2314aaa3d16' class='xr-section-summary-in' type='checkbox'  ><label for='section-ea559743-2d08-4aac-8c9e-c2314aaa3d16' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-5bded1f3-2ae2-4edf-9c46-10ab5cdf9153' class='xr-index-data-in' type='checkbox'/><label for='index-5bded1f3-2ae2-4edf-9c46-10ab5cdf9153' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b7e298a2-c2b9-4d31-9dd1-59efcfad9ac2' class='xr-index-data-in' type='checkbox'/><label for='index-b7e298a2-c2b9-4d31-9dd1-59efcfad9ac2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7f84b29a-681c-4b1b-b9e0-a7c4913c9d85' class='xr-index-data-in' type='checkbox'/><label for='index-7f84b29a-681c-4b1b-b9e0-a7c4913c9d85' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
-       "       -105.94, -105.86],\n",
-       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8faccb70-b2b9-4492-b040-89aa7dcc89cd' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8faccb70-b2b9-4492-b040-89aa7dcc89cd' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 67MB\n",
-       "Dimensions:             (latitude: 8, longitude: 10, time: 17520)\n",
-       "Coordinates:\n",
-       "  * latitude            (latitude) float64 64B 39.41 39.45 39.53 ... 39.81 39.89\n",
-       "  * longitude           (longitude) float64 80B -106.4 -106.3 ... -105.9 -105.9\n",
-       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
-       "Data variables:\n",
-       "    apparent_zenith     (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    zenith              (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    apparent_elevation  (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    elevation           (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    azimuth             (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    equation_of_time    (time, latitude, longitude) float64 11MB nan nan ... nan"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "solar_position_template = pvdeg.geospatial.auto_template(\n",
-    "    func=pvdeg.spectral.solar_position,\n",
-    "    ds_gids=geo_weather\n",
-    ")\n",
-    "\n",
-    "pvdeg.geospatial.analysis(\n",
-    "    weather_ds=geo_weather,\n",
-    "    meta_df=geo_meta,\n",
-    "    func=pvdeg.spectral.solar_position,\n",
-    "    template=solar_position_template\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Geospatial POA Irradiance Calculation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 11,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
-     ]
-    },
-    {
-     "data": {
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-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 56MB\n",
-       "Dimensions:             (latitude: 8, longitude: 10, time: 17520)\n",
-       "Coordinates:\n",
-       "  * latitude            (latitude) float64 64B 39.41 39.45 39.53 ... 39.81 39.89\n",
-       "  * longitude           (longitude) float64 80B -106.4 -106.3 ... -105.9 -105.9\n",
-       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
-       "Data variables:\n",
-       "    poa_global          (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    poa_direct          (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    poa_diffuse         (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    poa_sky_diffuse     (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    poa_ground_diffuse  (time, latitude, longitude) float64 11MB nan nan ... nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-31b3b594-8703-4ffa-8d45-dd0f0e4345b1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-31b3b594-8703-4ffa-8d45-dd0f0e4345b1' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-6bd6795d-1952-4272-a3fd-f2ff3ad3cede' class='xr-section-summary-in' type='checkbox'  checked><label for='section-6bd6795d-1952-4272-a3fd-f2ff3ad3cede' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-8cf0fd03-0665-42d1-808f-97e3973999c6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8cf0fd03-0665-42d1-808f-97e3973999c6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-35a31a9a-96af-4d24-85d6-7fdc54401165' class='xr-var-data-in' type='checkbox'><label for='data-35a31a9a-96af-4d24-85d6-7fdc54401165' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-d63f9db6-2607-44d0-86a2-7ab9a9071c71' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d63f9db6-2607-44d0-86a2-7ab9a9071c71' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bbb83bbe-8c2b-4b8f-94ac-8046c0d98ea9' class='xr-var-data-in' type='checkbox'><label for='data-bbb83bbe-8c2b-4b8f-94ac-8046c0d98ea9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
-       "       -105.94, -105.86])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-0f350631-a694-4dcd-a480-3c702481db84' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0f350631-a694-4dcd-a480-3c702481db84' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e4e63cd9-c14f-46c6-92d0-499ea6e37e1e' class='xr-var-data-in' type='checkbox'><label for='data-e4e63cd9-c14f-46c6-92d0-499ea6e37e1e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ab293bed-cfe5-4593-9f8e-3e05ece0e5b1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ab293bed-cfe5-4593-9f8e-3e05ece0e5b1' class='xr-section-summary' >Data variables: <span>(5)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>poa_global</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-da738dc3-114b-4bdd-9e93-12ffd52ceb34' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-da738dc3-114b-4bdd-9e93-12ffd52ceb34' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-daf44333-36e6-427a-8abc-637caf93f74a' class='xr-var-data-in' type='checkbox'><label for='data-daf44333-36e6-427a-8abc-637caf93f74a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "           0.        ,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,   0.        , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [  0.        ,   0.        ,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "           0.        ,          nan],\n",
-       "...\n",
-       "        [         nan,          nan,  48.48405175, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 43.8813336 ,  30.12005404,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          64.50550349,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  16.44419945, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 28.23605725,  21.18498799,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>poa_direct</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-d407d9cd-ce75-46ca-a455-e7b3fe728140' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d407d9cd-ce75-46ca-a455-e7b3fe728140' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-28a31366-1d3c-4509-8153-2ccad741b385' class='xr-var-data-in' type='checkbox'><label for='data-28a31366-1d3c-4509-8153-2ccad741b385' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "          0.        ,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan,  0.        , ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [ 0.        ,  0.        ,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "          0.        ,         nan],\n",
-       "...\n",
-       "        [        nan,         nan,  0.97858668, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [ 0.98307481,  0.        ,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "         47.87775492,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan,  0.        , ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [ 8.12693086,  6.55223506,         nan, ...,         nan,\n",
-       "                 nan,         nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>poa_diffuse</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-f363e1e8-1560-4d51-835e-c515b542354a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f363e1e8-1560-4d51-835e-c515b542354a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a193bb9-035a-43c6-b5e1-6fb47737b8b5' class='xr-var-data-in' type='checkbox'><label for='data-1a193bb9-035a-43c6-b5e1-6fb47737b8b5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "          0.        ,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan,  0.        , ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [ 0.        ,  0.        ,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "          0.        ,         nan],\n",
-       "...\n",
-       "        [        nan,         nan, 47.50546507, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [42.89825879, 30.12005404,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "         16.62774857,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan, 16.44419945, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [20.10912639, 14.63275293,         nan, ...,         nan,\n",
-       "                 nan,         nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>poa_sky_diffuse</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-036bddcf-b4c1-444b-82f5-f6d568a6f49c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-036bddcf-b4c1-444b-82f5-f6d568a6f49c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f2de0afc-b0c1-4ae7-afac-5da6edfc6839' class='xr-var-data-in' type='checkbox'><label for='data-f2de0afc-b0c1-4ae7-afac-5da6edfc6839' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "          0.        ,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan,  0.        , ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [ 0.        ,  0.        ,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "          0.        ,         nan],\n",
-       "...\n",
-       "        [        nan,         nan, 46.00728676, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [41.53101171, 29.16007205,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "         15.94162285,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan, 15.92559926, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [19.44004804, 14.13821675,         nan, ...,         nan,\n",
-       "                 nan,         nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>poa_ground_diffuse</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-9ab34d72-6df9-4fb9-a47b-96cbf5bcc418' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9ab34d72-6df9-4fb9-a47b-96cbf5bcc418' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-69d89e24-0899-4fbd-9aad-9e936f1b64e6' class='xr-var-data-in' type='checkbox'><label for='data-69d89e24-0899-4fbd-9aad-9e936f1b64e6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[       nan,        nan,        nan, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [       nan,        nan,        nan, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [       nan,        nan,        nan, ...,        nan,\n",
-       "         0.        ,        nan],\n",
-       "        ...,\n",
-       "        [       nan,        nan, 0.        , ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [       nan,        nan,        nan, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [0.        , 0.        ,        nan, ...,        nan,\n",
-       "                nan,        nan]],\n",
-       "\n",
-       "       [[       nan,        nan,        nan, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [       nan,        nan,        nan, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [       nan,        nan,        nan, ...,        nan,\n",
-       "         0.        ,        nan],\n",
-       "...\n",
-       "        [       nan,        nan, 1.49817831, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [       nan,        nan,        nan, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [1.36724707, 0.95998199,        nan, ...,        nan,\n",
-       "                nan,        nan]],\n",
-       "\n",
-       "       [[       nan,        nan,        nan, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [       nan,        nan,        nan, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [       nan,        nan,        nan, ...,        nan,\n",
-       "         0.68612572,        nan],\n",
-       "        ...,\n",
-       "        [       nan,        nan, 0.51860018, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [       nan,        nan,        nan, ...,        nan,\n",
-       "                nan,        nan],\n",
-       "        [0.66907835, 0.49453617,        nan, ...,        nan,\n",
-       "                nan,        nan]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6db16161-bac3-44b0-b70d-8cf38fcafe78' class='xr-section-summary-in' type='checkbox'  ><label for='section-6db16161-bac3-44b0-b70d-8cf38fcafe78' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-317e7c9f-bb8c-4c28-a8f7-cd8006400521' class='xr-index-data-in' type='checkbox'/><label for='index-317e7c9f-bb8c-4c28-a8f7-cd8006400521' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-3cc9c80a-702a-4981-8207-50e0f8d0abda' class='xr-index-data-in' type='checkbox'/><label for='index-3cc9c80a-702a-4981-8207-50e0f8d0abda' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d5be9ec1-a844-429d-9676-43466c964988' class='xr-index-data-in' type='checkbox'/><label for='index-d5be9ec1-a844-429d-9676-43466c964988' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
-       "       -105.94, -105.86],\n",
-       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-98c9b21f-8d5b-4f2f-8243-6c2dd235b56c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-98c9b21f-8d5b-4f2f-8243-6c2dd235b56c' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 56MB\n",
-       "Dimensions:             (latitude: 8, longitude: 10, time: 17520)\n",
-       "Coordinates:\n",
-       "  * latitude            (latitude) float64 64B 39.41 39.45 39.53 ... 39.81 39.89\n",
-       "  * longitude           (longitude) float64 80B -106.4 -106.3 ... -105.9 -105.9\n",
-       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
-       "Data variables:\n",
-       "    poa_global          (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    poa_direct          (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    poa_diffuse         (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    poa_sky_diffuse     (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    poa_ground_diffuse  (time, latitude, longitude) float64 11MB nan nan ... nan"
-      ]
-     },
-     "execution_count": 11,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "poa_irradiance_template = pvdeg.geospatial.auto_template(\n",
-    "    func=pvdeg.spectral.poa_irradiance,\n",
-    "    ds_gids=geo_weather\n",
-    ")\n",
-    "\n",
-    "pvdeg.geospatial.analysis(\n",
-    "    weather_ds=geo_weather,\n",
-    "    meta_df=geo_meta,\n",
-    "    func=pvdeg.spectral.poa_irradiance,\n",
-    "    template=poa_irradiance_template\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Geospatial 98th Percentile Operating Temperature Calculation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
-     ]
-    },
-    {
-     "data": {
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-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 784B\n",
-       "Dimensions:       (latitude: 8, longitude: 10)\n",
-       "Coordinates:\n",
-       "  * latitude      (latitude) float64 64B 39.41 39.45 39.53 ... 39.69 39.81 39.89\n",
-       "  * longitude     (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
-       "Data variables:\n",
-       "    T98_estimate  (latitude, longitude) float64 640B nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-e2e1d121-f80b-4504-9315-501a7720cacf' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-e2e1d121-f80b-4504-9315-501a7720cacf' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-34dababe-20ea-4906-98d2-26f79c409235' class='xr-section-summary-in' type='checkbox'  checked><label for='section-34dababe-20ea-4906-98d2-26f79c409235' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-a19934b8-efa8-47a2-b327-c4f0ed369119' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a19934b8-efa8-47a2-b327-c4f0ed369119' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa066664-1898-47f9-ac8e-9c247de30237' class='xr-var-data-in' type='checkbox'><label for='data-fa066664-1898-47f9-ac8e-9c247de30237' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-202f094b-da4a-4b8e-8edf-ce212fb37762' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-202f094b-da4a-4b8e-8edf-ce212fb37762' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-70689b25-55c2-419f-908f-99a00f9a1e87' class='xr-var-data-in' type='checkbox'><label for='data-70689b25-55c2-419f-908f-99a00f9a1e87' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
-       "       -105.94, -105.86])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-81500739-850a-48ba-bc74-c532a0e0a185' class='xr-section-summary-in' type='checkbox'  checked><label for='section-81500739-850a-48ba-bc74-c532a0e0a185' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>T98_estimate</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-2844c85e-017f-4d83-9f7a-5ca66cb4821f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2844c85e-017f-4d83-9f7a-5ca66cb4821f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-40cf5e60-90b4-49ad-9d7e-1d085b97cc77' class='xr-var-data-in' type='checkbox'><label for='data-40cf5e60-90b4-49ad-9d7e-1d085b97cc77' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan,         nan,         nan, 44.3111198 ,\n",
-       "                nan, 45.56447414,         nan,         nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "        45.45866607,         nan,         nan,         nan,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan, 47.22990348,         nan],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan, 44.68073228],\n",
-       "       [        nan,         nan,         nan,         nan,         nan,\n",
-       "                nan,         nan, 47.43577437,         nan,         nan],\n",
-       "       [        nan,         nan, 47.13962212,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan],\n",
-       "       [        nan,         nan,         nan, 53.93598937, 51.70861765,\n",
-       "                nan,         nan,         nan,         nan,         nan],\n",
-       "       [50.6956463 , 54.99251011,         nan,         nan,         nan,\n",
-       "                nan,         nan,         nan,         nan,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3461f783-93cf-4a18-b555-b4ae435779e3' class='xr-section-summary-in' type='checkbox'  ><label for='section-3461f783-93cf-4a18-b555-b4ae435779e3' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-94168335-66a5-44ad-b7f3-6f290a949dbd' class='xr-index-data-in' type='checkbox'/><label for='index-94168335-66a5-44ad-b7f3-6f290a949dbd' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-89fdbdd2-d0b1-48e5-8602-96811c0b22ba' class='xr-index-data-in' type='checkbox'/><label for='index-89fdbdd2-d0b1-48e5-8602-96811c0b22ba' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
-       "       -105.94, -105.86],\n",
-       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-16e359d6-a5d6-4b71-a00e-b26bf35f17bf' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-16e359d6-a5d6-4b71-a00e-b26bf35f17bf' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 784B\n",
-       "Dimensions:       (latitude: 8, longitude: 10)\n",
-       "Coordinates:\n",
-       "  * latitude      (latitude) float64 64B 39.41 39.45 39.53 ... 39.69 39.81 39.89\n",
-       "  * longitude     (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
-       "Data variables:\n",
-       "    T98_estimate  (latitude, longitude) float64 640B nan nan nan ... nan nan nan"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "standoff_template = pvdeg.geospatial.auto_template(\n",
-    "    func=pvdeg.standards.T98_estimate, \n",
-    "    ds_gids=geo_weather\n",
-    "    )\n",
-    "\n",
-    "pvdeg.geospatial.analysis(\n",
-    "    weather_ds=geo_weather,\n",
-    "    meta_df=geo_meta,\n",
-    "    func=pvdeg.standards.T98_estimate,\n",
-    "    template=standoff_template\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Geospatial Module Humidity Calculation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n"
-     ]
-    },
-    {
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-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 45MB\n",
-       "Dimensions:             (latitude: 8, longitude: 10, time: 17520)\n",
-       "Coordinates:\n",
-       "  * latitude            (latitude) float64 64B 39.41 39.45 39.53 ... 39.81 39.89\n",
-       "  * longitude           (longitude) float64 80B -106.4 -106.3 ... -105.9 -105.9\n",
-       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
-       "Data variables:\n",
-       "    RH_surface_outside  (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    RH_front_encap      (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    RH_back_encap       (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    RH_backsheet        (time, latitude, longitude) float64 11MB nan nan ... nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-b0c32e28-1161-4d6c-8e86-749207f5e2c7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b0c32e28-1161-4d6c-8e86-749207f5e2c7' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-23c83c60-5bf4-4b5e-95d2-eca52e812c32' class='xr-section-summary-in' type='checkbox'  checked><label for='section-23c83c60-5bf4-4b5e-95d2-eca52e812c32' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-197bbbcd-a045-428d-87b7-f290246015de' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-197bbbcd-a045-428d-87b7-f290246015de' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68b91dd6-817d-4e91-b851-7f02215103d3' class='xr-var-data-in' type='checkbox'><label for='data-68b91dd6-817d-4e91-b851-7f02215103d3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-1fb33275-2d0e-49b9-b262-30bfde285fdd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1fb33275-2d0e-49b9-b262-30bfde285fdd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4b9657e0-6de7-40f7-9e05-0de7c063f159' class='xr-var-data-in' type='checkbox'><label for='data-4b9657e0-6de7-40f7-9e05-0de7c063f159' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
-       "       -105.94, -105.86])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-3f764755-4a2f-4b47-b2a6-ff934bca3e83' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f764755-4a2f-4b47-b2a6-ff934bca3e83' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f8342c04-d0f4-4584-9cea-32eba4f92bf8' class='xr-var-data-in' type='checkbox'><label for='data-f8342c04-d0f4-4584-9cea-32eba4f92bf8' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ee457932-46fa-4740-bdd3-5040e9fd90b1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ee457932-46fa-4740-bdd3-5040e9fd90b1' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>RH_surface_outside</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-0baee790-ddcc-4f79-8c79-27387a1f6176' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0baee790-ddcc-4f79-8c79-27387a1f6176' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-67a5aea8-35bd-42c8-b6a0-56a66d0580ba' class='xr-var-data-in' type='checkbox'><label for='data-67a5aea8-35bd-42c8-b6a0-56a66d0580ba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          94.27      ,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan, 100.        , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 99.93      ,  79.41      ,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          98.89      ,          nan],\n",
-       "...\n",
-       "        [         nan,          nan,  88.89379344, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 89.92537048,  80.67604549,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          82.58240969,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  96.06894925, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 93.38097476,  82.37311823,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_front_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-dbb20fa4-99af-4acf-bc68-a6d912416686' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dbb20fa4-99af-4acf-bc68-a6d912416686' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cef42001-a04b-4db2-b962-48ef3334a266' class='xr-var-data-in' type='checkbox'><label for='data-cef42001-a04b-4db2-b962-48ef3334a266' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "         49.95891047,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan, 54.92226766, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [51.42171608, 43.74345015,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "         50.84563707,         nan],\n",
-       "...\n",
-       "        [        nan,         nan, 42.31641596, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [39.57845518, 34.47570842,         nan, ...,         nan,\n",
-       "                 nan,         nan]],\n",
-       "\n",
-       "       [[        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "         39.35761196,         nan],\n",
-       "        ...,\n",
-       "        [        nan,         nan, 43.42501069, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [        nan,         nan,         nan, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [40.08175728, 34.71922568,         nan, ...,         nan,\n",
-       "                 nan,         nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_back_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-908c7daf-ae76-4d0a-9d6e-006243b595f7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-908c7daf-ae76-4d0a-9d6e-006243b595f7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e692c9ec-3027-4f24-8501-d1301b13b436' class='xr-var-data-in' type='checkbox'><label for='data-e692c9ec-3027-4f24-8501-d1301b13b436' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          94.27      ,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan, 100.        , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 99.93      ,  79.41      ,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          95.96763537,          nan],\n",
-       "...\n",
-       "        [         nan,          nan,  69.62946757, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 61.74230894,  60.72698117,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          67.72857521,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  71.74435   , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 62.96484473,  61.53000763,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_backsheet</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-1c698286-737e-4930-89e2-f2bb11c1cd7e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1c698286-737e-4930-89e2-f2bb11c1cd7e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e67ce9b9-04f7-4fc0-a723-3c28a55d54f6' class='xr-var-data-in' type='checkbox'><label for='data-e67ce9b9-04f7-4fc0-a723-3c28a55d54f6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          94.27      ,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan, 100.        , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 99.93      ,  79.41      ,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          97.42881769,          nan],\n",
-       "...\n",
-       "        [         nan,          nan,  79.2616305 , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 75.83383971,  70.70151333,          nan, ...,          nan,\n",
-       "                  nan,          nan]],\n",
-       "\n",
-       "       [[         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "          75.15549245,          nan],\n",
-       "        ...,\n",
-       "        [         nan,          nan,  83.90664963, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [         nan,          nan,          nan, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 78.17290975,  71.95156293,          nan, ...,          nan,\n",
-       "                  nan,          nan]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1a16f394-3a39-41c8-b799-79facb5e9254' class='xr-section-summary-in' type='checkbox'  ><label for='section-1a16f394-3a39-41c8-b799-79facb5e9254' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-23d238f8-3972-4088-955d-dcc830f80e31' class='xr-index-data-in' type='checkbox'/><label for='index-23d238f8-3972-4088-955d-dcc830f80e31' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c128cebf-5079-42ae-995f-1e69d6222a79' class='xr-index-data-in' type='checkbox'/><label for='index-c128cebf-5079-42ae-995f-1e69d6222a79' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7b590a16-f845-47d6-a495-5dbce3341426' class='xr-index-data-in' type='checkbox'/><label for='index-7b590a16-f845-47d6-a495-5dbce3341426' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
-       "       -105.94, -105.86],\n",
-       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f074e310-a304-463b-b03e-de2d937543b9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f074e310-a304-463b-b03e-de2d937543b9' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 45MB\n",
-       "Dimensions:             (latitude: 8, longitude: 10, time: 17520)\n",
-       "Coordinates:\n",
-       "  * latitude            (latitude) float64 64B 39.41 39.45 39.53 ... 39.81 39.89\n",
-       "  * longitude           (longitude) float64 80B -106.4 -106.3 ... -105.9 -105.9\n",
-       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
-       "Data variables:\n",
-       "    RH_surface_outside  (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    RH_front_encap      (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    RH_back_encap       (time, latitude, longitude) float64 11MB nan nan ... nan\n",
-       "    RH_backsheet        (time, latitude, longitude) float64 11MB nan nan ... nan"
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "humidity_template = pvdeg.geospatial.auto_template(\n",
-    "    func=pvdeg.humidity.module,\n",
-    "    ds_gids=geo_weather\n",
-    ")\n",
-    "\n",
-    "pvdeg.geospatial.analysis(\n",
-    "    weather_ds=geo_weather,\n",
-    "    meta_df=geo_meta,\n",
-    "    func=pvdeg.humidity.module,\n",
-    "    template=humidity_template\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Geospatial IwaVantHoff Environment Characterization Calculation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 14,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
-     ]
-    },
-    {
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-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 784B\n",
-       "Dimensions:      (latitude: 8, longitude: 10)\n",
-       "Coordinates:\n",
-       "  * latitude     (latitude) float64 64B 39.41 39.45 39.53 ... 39.69 39.81 39.89\n",
-       "  * longitude    (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
-       "Data variables:\n",
-       "    IwaVantHoff  (latitude, longitude) float64 640B nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-a46e8d6f-bc6e-439a-9d6b-385da3dc8ece' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a46e8d6f-bc6e-439a-9d6b-385da3dc8ece' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-0d4fd2d1-bdb5-4ee2-a8aa-6fece418e82e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0d4fd2d1-bdb5-4ee2-a8aa-6fece418e82e' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-580d2c9d-3c5d-437f-a223-85530f61771d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-580d2c9d-3c5d-437f-a223-85530f61771d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9c95afdb-7460-4332-9539-f7920e335319' class='xr-var-data-in' type='checkbox'><label for='data-9c95afdb-7460-4332-9539-f7920e335319' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-fcb880bc-117f-4d8a-a137-10041be04e9f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fcb880bc-117f-4d8a-a137-10041be04e9f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-11d3a0fd-1da8-4f48-a493-dd53f9d00b6f' class='xr-var-data-in' type='checkbox'><label for='data-11d3a0fd-1da8-4f48-a493-dd53f9d00b6f' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
-       "       -105.94, -105.86])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-72a761a9-c95b-479d-86fb-20cc1a254901' class='xr-section-summary-in' type='checkbox'  checked><label for='section-72a761a9-c95b-479d-86fb-20cc1a254901' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>IwaVantHoff</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-1f54e9a2-c29c-466a-8030-e0ae40bd729f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1f54e9a2-c29c-466a-8030-e0ae40bd729f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be10f685-bb95-4475-bea9-c6a8d05624de' class='xr-var-data-in' type='checkbox'><label for='data-be10f685-bb95-4475-bea9-c6a8d05624de' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[         nan,          nan,          nan,          nan,\n",
-       "        301.6302208 ,          nan, 276.48931341,          nan,\n",
-       "                 nan,          nan],\n",
-       "       [         nan,          nan,          nan,          nan,\n",
-       "                 nan, 290.79679812,          nan,          nan,\n",
-       "                 nan,          nan],\n",
-       "       [         nan,          nan,          nan,          nan,\n",
-       "                 nan,          nan,          nan,          nan,\n",
-       "        265.80297956,          nan],\n",
-       "       [         nan,          nan,          nan,          nan,\n",
-       "                 nan,          nan,          nan,          nan,\n",
-       "                 nan, 259.59789492],\n",
-       "       [         nan,          nan,          nan,          nan,\n",
-       "                 nan,          nan,          nan, 278.88963314,\n",
-       "                 nan,          nan],\n",
-       "       [         nan,          nan, 279.88485188,          nan,\n",
-       "                 nan,          nan,          nan,          nan,\n",
-       "                 nan,          nan],\n",
-       "       [         nan,          nan,          nan, 286.77197791,\n",
-       "        281.22777974,          nan,          nan,          nan,\n",
-       "                 nan,          nan],\n",
-       "       [293.83249476, 291.41109338,          nan,          nan,\n",
-       "                 nan,          nan,          nan,          nan,\n",
-       "                 nan,          nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4a7ee4e4-dbc1-4ffa-a47f-3088366da35c' class='xr-section-summary-in' type='checkbox'  ><label for='section-4a7ee4e4-dbc1-4ffa-a47f-3088366da35c' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-525a11ec-30fd-4da9-a69c-9af8e8d0a667' class='xr-index-data-in' type='checkbox'/><label for='index-525a11ec-30fd-4da9-a69c-9af8e8d0a667' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-1a43991a-41db-4b07-9ac0-a162dadffc46' class='xr-index-data-in' type='checkbox'/><label for='index-1a43991a-41db-4b07-9ac0-a162dadffc46' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
-       "       -105.94, -105.86],\n",
-       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b9aba14a-a808-447f-b192-c912cd0d7cfe' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-b9aba14a-a808-447f-b192-c912cd0d7cfe' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 784B\n",
-       "Dimensions:      (latitude: 8, longitude: 10)\n",
-       "Coordinates:\n",
-       "  * latitude     (latitude) float64 64B 39.41 39.45 39.53 ... 39.69 39.81 39.89\n",
-       "  * longitude    (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
-       "Data variables:\n",
-       "    IwaVantHoff  (latitude, longitude) float64 640B nan nan nan ... nan nan nan"
-      ]
-     },
-     "execution_count": 14,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "iwa_vant_hoff_template = pvdeg.geospatial.auto_template(\n",
-    "    func=pvdeg.degradation.IwaVantHoff,\n",
-    "    ds_gids=geo_weather\n",
-    ")\n",
-    "\n",
-    "pvdeg.geospatial.analysis(\n",
-    "    weather_ds=geo_weather,\n",
-    "    meta_df=geo_meta,\n",
-    "    func=pvdeg.degradation.IwaVantHoff,\n",
-    "    template=iwa_vant_hoff_template\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "### Geospatial Edge Seal Width Calculation"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 15,
-   "metadata": {},
-   "outputs": [
-    {
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-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
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-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 784B\n",
-       "Dimensions:          (latitude: 8, longitude: 10)\n",
-       "Coordinates:\n",
-       "  * latitude         (latitude) float64 64B 39.41 39.45 39.53 ... 39.81 39.89\n",
-       "  * longitude        (longitude) float64 80B -106.4 -106.3 ... -105.9 -105.9\n",
-       "Data variables:\n",
-       "    edge_seal_width  (latitude, longitude) float64 640B nan nan nan ... nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d858f1a0-7ee1-4008-8cfe-1ea235060065' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d858f1a0-7ee1-4008-8cfe-1ea235060065' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-fd97c108-ad29-4a89-bdf8-2b8a6042a165' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fd97c108-ad29-4a89-bdf8-2b8a6042a165' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-50a12fef-9126-4a79-99fa-32f357be3d40' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-50a12fef-9126-4a79-99fa-32f357be3d40' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34bcc6e2-16d0-4438-ac1f-cc6f3ee624d1' class='xr-var-data-in' type='checkbox'><label for='data-34bcc6e2-16d0-4438-ac1f-cc6f3ee624d1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-9100c994-f487-4f3c-a681-e54a8fb87911' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9100c994-f487-4f3c-a681-e54a8fb87911' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-dd833e92-5e30-4c4d-a44e-0d91b5996381' class='xr-var-data-in' type='checkbox'><label for='data-dd833e92-5e30-4c4d-a44e-0d91b5996381' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
-       "       -105.94, -105.86])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f4c17a5b-5435-4cf4-88d5-d79618e7a1cb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f4c17a5b-5435-4cf4-88d5-d79618e7a1cb' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>edge_seal_width</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-9f3ae1cf-2fb3-4d13-b228-0f9995a13387' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9f3ae1cf-2fb3-4d13-b228-0f9995a13387' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1a577bf4-3477-4582-b547-73de85139e9d' class='xr-var-data-in' type='checkbox'><label for='data-1a577bf4-3477-4582-b547-73de85139e9d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[       nan,        nan,        nan,        nan, 0.45513096,\n",
-       "               nan, 0.51661751,        nan,        nan,        nan],\n",
-       "       [       nan,        nan,        nan,        nan,        nan,\n",
-       "        0.49905171,        nan,        nan,        nan,        nan],\n",
-       "       [       nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan,        nan, 0.55714926,        nan],\n",
-       "       [       nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan,        nan,        nan, 0.52665841],\n",
-       "       [       nan,        nan,        nan,        nan,        nan,\n",
-       "               nan,        nan, 0.55095727,        nan,        nan],\n",
-       "       [       nan,        nan, 0.50265664,        nan,        nan,\n",
-       "               nan,        nan,        nan,        nan,        nan],\n",
-       "       [       nan,        nan,        nan, 0.62733833, 0.58823603,\n",
-       "               nan,        nan,        nan,        nan,        nan],\n",
-       "       [0.55464878, 0.63507698,        nan,        nan,        nan,\n",
-       "               nan,        nan,        nan,        nan,        nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-af788b03-e96d-439b-980a-544c2bd29463' class='xr-section-summary-in' type='checkbox'  ><label for='section-af788b03-e96d-439b-980a-544c2bd29463' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fae88c4b-9cd4-4348-b140-5370542a35de' class='xr-index-data-in' type='checkbox'/><label for='index-fae88c4b-9cd4-4348-b140-5370542a35de' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-b6b4233a-552e-4f92-a195-103c39f5370e' class='xr-index-data-in' type='checkbox'/><label for='index-b6b4233a-552e-4f92-a195-103c39f5370e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
-       "       -105.94, -105.86],\n",
-       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-acc9a23a-2a28-4249-9c70-e30d1122a0fe' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-acc9a23a-2a28-4249-9c70-e30d1122a0fe' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 784B\n",
-       "Dimensions:          (latitude: 8, longitude: 10)\n",
-       "Coordinates:\n",
-       "  * latitude         (latitude) float64 64B 39.41 39.45 39.53 ... 39.81 39.89\n",
-       "  * longitude        (longitude) float64 80B -106.4 -106.3 ... -105.9 -105.9\n",
-       "Data variables:\n",
-       "    edge_seal_width  (latitude, longitude) float64 640B nan nan nan ... nan nan"
-      ]
-     },
-     "execution_count": 15,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "edge_seal_template = pvdeg.geospatial.auto_template(\n",
-    "    func=pvdeg.design.edge_seal_width,\n",
-    "    ds_gids=geo_weather\n",
-    ")\n",
-    "\n",
-    "pvdeg.geospatial.analysis(\n",
-    "    weather_ds=geo_weather,\n",
-    "    meta_df=geo_meta,\n",
-    "    func=pvdeg.design.edge_seal_width,\n",
-    "    template=edge_seal_template\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "metadata": {},
-   "outputs": [
-    {
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-       "\n",
-       ".xr-section-summary-in:checked + label > span {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary,\n",
-       ".xr-section-inline-details {\n",
-       "  padding-top: 4px;\n",
-       "  padding-bottom: 4px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-inline-details {\n",
-       "  grid-column: 2 / -1;\n",
-       "}\n",
-       "\n",
-       ".xr-section-details {\n",
-       "  display: none;\n",
-       "  grid-column: 1 / -1;\n",
-       "  margin-bottom: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 176B\n",
-       "Dimensions:  (gid: 11)\n",
-       "Coordinates:\n",
-       "  * gid      (gid) int64 88B 449211 452064 453020 ... 459670 460613 462498\n",
-       "Data variables:\n",
-       "    width    (gid) float64 88B dask.array&lt;chunksize=(11,), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-149276a6-b70e-4561-9920-4346cbfaae86' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-149276a6-b70e-4561-9920-4346cbfaae86' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 11</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-c00ee371-af62-4012-bfbd-f4f4d8479552' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c00ee371-af62-4012-bfbd-f4f4d8479552' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>449211 452064 ... 460613 462498</div><input id='attrs-9849d9e6-d46c-4b79-9619-242dba6b5be4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9849d9e6-d46c-4b79-9619-242dba6b5be4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-04a5caee-b16d-4fe2-8fe8-3c7ccde69889' class='xr-var-data-in' type='checkbox'><label for='data-04a5caee-b16d-4fe2-8fe8-3c7ccde69889' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([449211, 452064, 453020, 454916, 455867, 455877, 456827, 457776, 459670,\n",
-       "       460613, 462498], dtype=int64)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-711cff1c-39d2-4139-85b9-e3256b66a3cd' class='xr-section-summary-in' type='checkbox'  checked><label for='section-711cff1c-39d2-4139-85b9-e3256b66a3cd' class='xr-section-summary' >Data variables: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>width</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(11,), meta=np.ndarray&gt;</div><input id='attrs-94d63c32-bad8-4787-b127-1c2b17678feb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-94d63c32-bad8-4787-b127-1c2b17678feb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fb7377ec-0a0a-4e6b-96fc-26709a76c450' class='xr-var-data-in' type='checkbox'><label for='data-fb7377ec-0a0a-4e6b-96fc-26709a76c450' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 88 B </td>\n",
-       "                        <td> 88 B </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (11,) </td>\n",
-       "                        <td> (11,) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"170\" height=\"88\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"38\" x2=\"120\" y2=\"38\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"38\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"38\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,38.06217810460202 0.0,38.06217810460202\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"60.000000\" y=\"58.062178\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >11</text>\n",
-       "  <text x=\"140.000000\" y=\"19.031089\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,19.031089)\">1</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-8e262a08-4585-4eba-b219-b5ec5ab23f99' class='xr-section-summary-in' type='checkbox'  ><label for='section-8e262a08-4585-4eba-b219-b5ec5ab23f99' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f5d7fecc-3e37-4875-8a90-4b7c8977669f' class='xr-index-data-in' type='checkbox'/><label for='index-f5d7fecc-3e37-4875-8a90-4b7c8977669f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([449211, 452064, 453020, 454916, 455867, 455877, 456827, 457776, 459670,\n",
-       "       460613, 462498],\n",
-       "      dtype=&#x27;int64&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-14959aee-c4eb-4706-8649-91c60cacc975' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-14959aee-c4eb-4706-8649-91c60cacc975' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 176B\n",
-       "Dimensions:  (gid: 11)\n",
-       "Coordinates:\n",
-       "  * gid      (gid) int64 88B 449211 452064 453020 ... 459670 460613 462498\n",
-       "Data variables:\n",
-       "    width    (gid) float64 88B dask.array<chunksize=(11,), meta=np.ndarray>"
-      ]
-     },
-     "execution_count": 16,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
+   "source": [
+    "solar_position_template = pvdeg.geospatial.auto_template(\n",
+    "    func=pvdeg.spectral.solar_position,\n",
+    "    ds_gids=geo_weather\n",
+    ")\n",
+    "\n",
+    "pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=pvdeg.spectral.solar_position,\n",
+    "    template=solar_position_template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Geospatial POA Irradiance Calculation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "poa_irradiance_template = pvdeg.geospatial.auto_template(\n",
+    "    func=pvdeg.spectral.poa_irradiance,\n",
+    "    ds_gids=geo_weather\n",
+    ")\n",
+    "\n",
+    "pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=pvdeg.spectral.poa_irradiance,\n",
+    "    template=poa_irradiance_template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Geospatial 98th Percentile Operating Temperature Calculation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "standoff_template = pvdeg.geospatial.auto_template(\n",
+    "    func=pvdeg.standards.T98_estimate, \n",
+    "    ds_gids=geo_weather\n",
+    "    )\n",
+    "\n",
+    "pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=pvdeg.standards.T98_estimate,\n",
+    "    template=standoff_template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Geospatial Module Humidity Calculation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "humidity_template = pvdeg.geospatial.auto_template(\n",
+    "    func=pvdeg.humidity.module,\n",
+    "    ds_gids=geo_weather\n",
+    ")\n",
+    "\n",
+    "pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=pvdeg.humidity.module,\n",
+    "    template=humidity_template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Geospatial IwaVantHoff Environment Characterization Calculation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "iwa_vant_hoff_template = pvdeg.geospatial.auto_template(\n",
+    "    func=pvdeg.degradation.IwaVantHoff,\n",
+    "    ds_gids=geo_weather\n",
+    ")\n",
+    "\n",
+    "pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=pvdeg.degradation.IwaVantHoff,\n",
+    "    template=iwa_vant_hoff_template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Geospatial Edge Seal Width Calculation"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "edge_seal_template = pvdeg.geospatial.auto_template(\n",
+    "    func=pvdeg.design.edge_seal_width,\n",
+    "    ds_gids=geo_weather\n",
+    ")\n",
+    "\n",
+    "pvdeg.geospatial.analysis(\n",
+    "    weather_ds=geo_weather,\n",
+    "    meta_df=geo_meta,\n",
+    "    func=pvdeg.design.edge_seal_width,\n",
+    "    template=edge_seal_template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "edge_seal_template"
    ]
@@ -5547,9 +1949,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "fem_diff",
+   "display_name": "rpp",
    "language": "python",
-   "name": "python3"
+   "name": "rpp"
   },
   "language_info": {
    "codemirror_mode": {
@@ -5565,5 +1967,5 @@
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb
index 805dcdce..479442b9 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb	
@@ -48,7 +48,7 @@
      "text": [
       "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
       "  warnings.warn(\n",
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1237: UserWarning: Gids Added - [449212 454915 460611]\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1248: UserWarning: Gids Added - [449212 454915 460611]\n",
       "  warnings.warn(message, UserWarning)\n"
      ]
     }
@@ -57,7 +57,8 @@
     "geospatial_standoff_scenario.addLocation(\n",
     "    state='Colorado',\n",
     "    county='Summit',\n",
-    "    see_added=True\n",
+    "    see_added=True,\n",
+    "    downsample_factor=3\n",
     ")"
    ]
   },
@@ -80,8 +81,14 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1626: UserWarning: standoff added to pipeline as \n",
-      " {'geospatial_job': {'job': <function standoff at 0x7faea33f0790>, 'params': {}}}\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1674: UserWarning: standoff added to scenario with arguments {} using template: <xarray.Dataset> Size: 96B\n",
+      "Dimensions:  (gid: 3)\n",
+      "Coordinates:\n",
+      "  * gid      (gid) int64 24B 449212 454915 460611\n",
+      "Data variables:\n",
+      "    x        (gid) float64 24B dask.array<chunksize=(1,), meta=np.ndarray>\n",
+      "    T98_0    (gid) float64 24B dask.array<chunksize=(1,), meta=np.ndarray>\n",
+      "    T98_inf  (gid) float64 24B dask.array<chunksize=(1,), meta=np.ndarray>\n",
       "  warnings.warn(message, UserWarning)\n"
      ]
     }
@@ -97,102 +104,40 @@
    "cell_type": "code",
    "execution_count": 5,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Name : standoff geospatial\n",
-      "Pipeline : \n",
-      "                      geospatial_job.job\n",
-      "0  <function standoff at 0x7faea33f0790>\n",
-      "Results : Pipeline results : \n",
-      "Pipeline has not been run\n",
-      "'gids : [449212 454915 460611]'\n",
-      "'test modules :'\n",
-      "scenario weather : <xarray.Dataset> Size: 2TB\n",
-      "Dimensions:            (time: 17520, gid: 2018267)\n",
-      "Coordinates:\n",
-      "  * gid                (gid) int64 16MB 0 1 2 3 ... 2018264 2018265 2018266\n",
-      "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-      "Data variables:\n",
-      "    temp_air           (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
-      "    wind_speed         (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
-      "    dhi                (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
-      "    ghi                (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
-      "    dni                (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
-      "    relative_humidity  (time, gid) float64 283GB dask.array<chunksize=(17520, 500), meta=np.ndarray>\n",
-      "Attributes:\n",
-      "    full_version_record:  {\"rex\": \"0.2.80\", \"pandas\": \"2.0.0\", \"numpy\": \"1.23...\n",
-      "    package:              rex\n",
-      "    version:              4.0.0\n"
-     ]
-    }
-   ],
-   "source": [
-    "geospatial_standoff_scenario.viewScenario()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Run the job in the pipeline\n",
-    "\n",
-    "Currently ``scenario`` only supports one geospatial analysis at a time. We cannot have two geospatial jobs at the same time."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n",
-      "Perhaps you already have a cluster running?\n",
-      "Hosting the HTTP server on port 37481 instead\n",
-      "  warnings.warn(\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Dashboard: http://127.0.0.1:37481/status\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
-     ]
-    }
-   ],
-   "source": [
-    "geospatial_standoff_scenario.run()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Directly Access Results Attribute\n",
-    "\n",
-    "We can either view the results of the scenario pipeline using ``.viewScenario`` as shown above. The results will be displayed only if the pipeline has been run. Alternatively, we can directly view the ``results`` atribute of the scenario."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "metadata": {},
    "outputs": [
     {
      "data": {
       "text/html": [
-       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "\n",
+       "        <div style=\"border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;\">\n",
+       "            <h2>standoff geospatial: Scenario Analysis</h2>\n",
+       "            <p><strong>Path:</strong> <a href=\"file:////home/tford/dev/PVDegradationTools/tutorials_and_tools/tutorials_and_tools/pvd_job_standoff geospatial\" target=\"_blank\">/home/tford/dev/PVDegradationTools/tutorials_and_tools/tutorials_and_tools/pvd_job_standoff geospatial</a></p>\n",
+       "            <p><strong>HPC Configuration:</strong> False</p>\n",
+       "            <p><strong>GIDs:</strong> [449212 454915 460611]</p>\n",
+       "            <div>\n",
+       "                <h3>Results</h3>\n",
+       "                None\n",
+       "            </div>\n",
+       "            <div>\n",
+       "                <h3>Pipeline</h3>\n",
+       "                <div></div>\n",
+       "            </div>\n",
+       "            <div>\n",
+       "                <h3>Modules</h3>\n",
+       "                <div></div>\n",
+       "            </div>\n",
+       "            <div>\n",
+       "                <h3>Weather Dataset</h3>\n",
+       "                \n",
+       "            <div id=\"weather_data\" onclick=\"toggleVisibility('content_weather_data')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
+       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
+       "                    <span id=\"arrow_content_weather_data\" style=\"color: #b676c2;\">►</span>\n",
+       "                    Weather Data\n",
+       "                </h4>\n",
+       "            </div>\n",
+       "            <div>\n",
+       "            <div id=\"content_weather_data\" style=\"display:none; margin-left: 20px; padding: 5px>\n",
+       "                <div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
        "<defs>\n",
        "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
        "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
@@ -555,288 +500,551 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 164B\n",
-       "Dimensions:    (latitude: 2, longitude: 3)\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 3MB\n",
+       "Dimensions:            (time: 17520, gid: 3)\n",
        "Coordinates:\n",
-       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
-       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
+       "  * gid                (gid) int64 24B 449212 454915 460611\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
        "Data variables:\n",
-       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
-       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
-       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan\n",
+       "    temp_air           (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    wind_speed         (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    dhi                (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    ghi                (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    dni                (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    relative_humidity  (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
        "Attributes:\n",
-       "    long_name:  Standoff dataset</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-fdfbc439-732a-46c9-b6c1-95bb5221c767' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-fdfbc439-732a-46c9-b6c1-95bb5221c767' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 2</li><li><span class='xr-has-index'>longitude</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d06624ca-8e0d-460e-aef3-17d367539050' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d06624ca-8e0d-460e-aef3-17d367539050' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.61 39.85</div><input id='attrs-02413e04-b4fb-4dc3-84a1-ea8c8308f383' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-02413e04-b4fb-4dc3-84a1-ea8c8308f383' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5261c829-1c46-48ac-98e1-6b0692ff07ba' class='xr-var-data-in' type='checkbox'><label for='data-5261c829-1c46-48ac-98e1-6b0692ff07ba' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.61, 39.85], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-106.4 -106.2 -105.9</div><input id='attrs-2c227c56-c1fe-4994-adfd-2e026b4afbff' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2c227c56-c1fe-4994-adfd-2e026b4afbff' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-23bb59cc-9ad9-418f-aa4c-485c6788251b' class='xr-var-data-in' type='checkbox'><label for='data-23bb59cc-9ad9-418f-aa4c-485c6788251b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.18, -105.94], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5d8e5dab-c695-4e9d-85ef-23b48c6f29d3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5d8e5dab-c695-4e9d-85ef-23b48c6f29d3' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 0.5751 1.432 1.421 nan</div><input id='attrs-7164ab65-0d6f-4b8a-bb01-b22883bbd1ac' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7164ab65-0d6f-4b8a-bb01-b22883bbd1ac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-baf22aac-17e8-418e-9950-c72381dc30f0' class='xr-var-data-in' type='checkbox'><label for='data-baf22aac-17e8-418e-9950-c72381dc30f0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Standoff distance</dd><dt><span>units :</span></dt><dd>cm</dd></dl></div><div class='xr-var-data'><pre>array([[       nan,        nan, 0.57509802],\n",
-       "       [1.43243647, 1.42132958,        nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 72.15 75.22 75.25 nan</div><input id='attrs-08a06c39-91a7-4d72-aaed-4897eff5b7d0' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-08a06c39-91a7-4d72-aaed-4897eff5b7d0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ae4ea6c-902d-40ee-a321-e5f79562bf88' class='xr-var-data-in' type='checkbox'><label for='data-5ae4ea6c-902d-40ee-a321-e5f79562bf88' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>98th percential temperature of a theoretical module with no standoff</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 72.14898719],\n",
-       "       [75.22337147, 75.25265046,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 46.77 48.81 48.51 nan</div><input id='attrs-06e63488-565a-44a6-a9b3-d820b68f651f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-06e63488-565a-44a6-a9b3-d820b68f651f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a90b42e-d7b0-4224-8e08-04afe26cf32a' class='xr-var-data-in' type='checkbox'><label for='data-4a90b42e-d7b0-4224-8e08-04afe26cf32a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>98th percential temperature of a theoretical rack mounted module</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 46.76989297],\n",
-       "       [48.81362521, 48.50935599,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6179ccf4-4869-43f2-bc87-efa518375487' class='xr-section-summary-in' type='checkbox'  ><label for='section-6179ccf4-4869-43f2-bc87-efa518375487' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fc14279d-1b26-450a-baa6-cad447ae1b0a' class='xr-index-data-in' type='checkbox'/><label for='index-fc14279d-1b26-450a-baa6-cad447ae1b0a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.61, 39.85], dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-396aeb0c-1d00-482e-a28a-5d5d84c842ac' class='xr-index-data-in' type='checkbox'/><label for='index-396aeb0c-1d00-482e-a28a-5d5d84c842ac' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.41999816894531, -106.18000030517578, -105.94000244140625], dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-47f842da-27c3-4f04-aa55-bd8fdee8fc58' class='xr-section-summary-in' type='checkbox'  checked><label for='section-47f842da-27c3-4f04-aa55-bd8fdee8fc58' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>long_name :</span></dt><dd>Standoff dataset</dd></dl></div></li></ul></div></div>"
+       "    full_version_record:  {&quot;rex&quot;: &quot;0.2.80&quot;, &quot;pandas&quot;: &quot;2.0.0&quot;, &quot;numpy&quot;: &quot;1.23...\n",
+       "    package:              rex\n",
+       "    version:              4.0.0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-44e8c879-685b-43bd-b756-12185c7be5fa' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-44e8c879-685b-43bd-b756-12185c7be5fa' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>gid</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-ebdab2e9-d596-4d60-b4e6-3ec74f8b58bb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ebdab2e9-d596-4d60-b4e6-3ec74f8b58bb' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>449212 454915 460611</div><input id='attrs-447ba6ba-1f05-4b6a-893f-18b958c84743' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-447ba6ba-1f05-4b6a-893f-18b958c84743' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bcfb950c-3ecc-4471-84b2-204c94422da9' class='xr-var-data-in' type='checkbox'><label for='data-bcfb950c-3ecc-4471-84b2-204c94422da9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([449212, 454915, 460611])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-a677672d-6189-4d33-bf73-372f9574ad3b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a677672d-6189-4d33-bf73-372f9574ad3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b90367ce-87fc-4d53-9ef7-1169324867bb' class='xr-var-data-in' type='checkbox'><label for='data-b90367ce-87fc-4d53-9ef7-1169324867bb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-49bca61d-d393-408f-9e41-939a7bcb2eec' class='xr-section-summary-in' type='checkbox'  checked><label for='section-49bca61d-d393-408f-9e41-939a7bcb2eec' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-ea4d79ee-aaac-439f-8eb4-22e664716e83' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ea4d79ee-aaac-439f-8eb4-22e664716e83' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59ebed50-179e-4255-b6d9-dbeb7ff29f6b' class='xr-var-data-in' type='checkbox'><label for='data-59ebed50-179e-4255-b6d9-dbeb7ff29f6b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>True</dd><dt><span>physical_max :</span></dt><dd>70.0</dd><dt><span>physical_min :</span></dt><dd>-100.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>Celsius</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW2</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-928ad1c1-959a-452c-b82e-19eea5af3f3d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-928ad1c1-959a-452c-b82e-19eea5af3f3d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b65ec1b0-aac9-44ed-8e89-0fb8b04cb7d6' class='xr-var-data-in' type='checkbox'><label for='data-b65ec1b0-aac9-44ed-8e89-0fb8b04cb7d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>40.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>m/s</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW4</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-3e12ee8b-3d15-4d05-8c55-2f834a9dd470' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3e12ee8b-3d15-4d05-8c55-2f834a9dd470' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-099b29e9-a726-4670-93d1-b8a321e2c25e' class='xr-var-data-in' type='checkbox'><label for='data-099b29e9-a726-4670-93d1-b8a321e2c25e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>800.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-31ecd0a2-21ad-4a71-b7a8-36e8e0022005' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-31ecd0a2-21ad-4a71-b7a8-36e8e0022005' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-49bce41c-a3db-4fc9-9fd1-776042c68f06' class='xr-var-data-in' type='checkbox'><label for='data-49bce41c-a3db-4fc9-9fd1-776042c68f06' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-6e87601e-9522-493f-b9c7-1f0e3ad18353' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6e87601e-9522-493f-b9c7-1f0e3ad18353' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f409f99b-7c2b-4173-aaf1-5eab4bf54c17' class='xr-var-data-in' type='checkbox'><label for='data-f409f99b-7c2b-4173-aaf1-5eab4bf54c17' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-7cd134e0-ad6f-4cd0-a0a3-66b844245528' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7cd134e0-ad6f-4cd0-a0a3-66b844245528' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcb7d1c1-e348-4289-9615-d9c251dbd249' class='xr-var-data-in' type='checkbox'><label for='data-fcb7d1c1-e348-4289-9615-d9c251dbd249' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>derived</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>100.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>100.0</dd><dt><span>psm_units :</span></dt><dd>%</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>%</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-1fcb5b83-7187-4b18-b086-79827a9a23f4' class='xr-section-summary-in' type='checkbox'  ><label for='section-1fcb5b83-7187-4b18-b086-79827a9a23f4' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-255d108c-1dca-4a5c-a525-e5ea7a0efb67' class='xr-index-data-in' type='checkbox'/><label for='index-255d108c-1dca-4a5c-a525-e5ea7a0efb67' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([449212, 454915, 460611], dtype=&#x27;int64&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a473981d-2e1c-40f4-a561-7354b71b7791' class='xr-index-data-in' type='checkbox'/><label for='index-a473981d-2e1c-40f4-a561-7354b71b7791' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-18198466-470e-4042-97a7-6ee3ef7e3e17' class='xr-section-summary-in' type='checkbox'  checked><label for='section-18198466-470e-4042-97a7-6ee3ef7e3e17' class='xr-section-summary' >Attributes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>full_version_record :</span></dt><dd>{&quot;rex&quot;: &quot;0.2.80&quot;, &quot;pandas&quot;: &quot;2.0.0&quot;, &quot;numpy&quot;: &quot;1.23.5&quot;, &quot;python&quot;: &quot;3.9.16 (main, Mar  8 2023, 14:00:05) \\n[GCC 11.2.0]&quot;, &quot;click&quot;: &quot;8.1.3&quot;, &quot;h5py&quot;: &quot;3.7.0&quot;, &quot;h5pyd&quot;: &quot;0.14.0&quot;, &quot;scipy&quot;: &quot;1.10.1&quot;}</dd><dt><span>package :</span></dt><dd>rex</dd><dt><span>version :</span></dt><dd>4.0.0</dd></dl></div></li></ul></div></div>\n",
+       "            </div>\n",
+       "            \n",
+       "            </div>\n",
+       "            <div>\n",
+       "                <h3>Meta Dataframe</h3>\n",
+       "                \n",
+       "            <div id=\"meta_data\" onclick=\"toggleVisibility('content_meta_data')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
+       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
+       "                    <span id=\"arrow_content_meta_data\" style=\"color: #b676c2;\">►</span>\n",
+       "                    Meta Data\n",
+       "                </h4>\n",
+       "            </div>\n",
+       "            <div id=\"content_meta_data\" style=\"display:none; margin-left: 20px; padding: 5px;\">\n",
+       "                <div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>altitude</th>\n",
+       "      <th>tz</th>\n",
+       "      <th>country</th>\n",
+       "      <th>state</th>\n",
+       "      <th>county</th>\n",
+       "      <th>wind_height</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>449212</th>\n",
+       "      <td>39.849998</td>\n",
+       "      <td>-106.419998</td>\n",
+       "      <td>3208</td>\n",
+       "      <td>-7</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Summit</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>454915</th>\n",
+       "      <td>39.849998</td>\n",
+       "      <td>-106.180000</td>\n",
+       "      <td>3156</td>\n",
+       "      <td>-7</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Summit</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>460611</th>\n",
+       "      <td>39.610001</td>\n",
+       "      <td>-105.940002</td>\n",
+       "      <td>3030</td>\n",
+       "      <td>-7</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Summit</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>\n",
+       "            </div>\n",
+       "            \n",
+       "            </div>\n",
+       "        </div>\n",
+       "        <script>\n",
+       "            function toggleVisibility(id) {\n",
+       "                var content = document.getElementById(id);\n",
+       "                var arrow = document.getElementById('arrow_' + id);\n",
+       "                if (content.style.display === 'none') {\n",
+       "                    content.style.display = 'block';\n",
+       "                    arrow.innerHTML = '▼';\n",
+       "                } else {\n",
+       "                    content.style.display = 'none';\n",
+       "                    arrow.innerHTML = '►';\n",
+       "                }\n",
+       "            }\n",
+       "        </script>\n",
+       "        "
       ],
       "text/plain": [
-       "<xarray.Dataset> Size: 164B\n",
-       "Dimensions:    (latitude: 2, longitude: 3)\n",
-       "Coordinates:\n",
-       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
-       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
-       "Data variables:\n",
-       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
-       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
-       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan\n",
-       "Attributes:\n",
-       "    long_name:  Standoff dataset"
+       "<IPython.core.display.HTML object>"
       ]
      },
-     "execution_count": 7,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "geospatial_standoff_scenario.results"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Cleanup\n",
-    "\n",
-    "The scenario object will store its attributes in a file the python script's current working directory. If we want to delete this file when we are done with the scenario instance we can use the ``.clean()`` method as shown below."
+    "geospatial_standoff_scenario"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<function pvdeg.standards.standoff(weather_df: pandas.core.frame.DataFrame = None, meta: dict = None, weather_kwarg: dict = None, tilt: Union[float, int] = None, azimuth: Union[float, int] = None, sky_model: str = 'isotropic', temp_model: str = 'sapm', conf_0: str = 'insulated_back_glass_polymer', conf_inf: str = 'open_rack_glass_polymer', conf_0_kwarg={}, conf_inf_kwarg={}, T98: float = 70, x_0: float = 6.5, wind_factor: float = 0.33, irradiance_kwarg={}, model_kwarg={}) -> pandas.core.frame.DataFrame>"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
-    "geospatial_standoff_scenario.clean()"
+    "geospatial_standoff_scenario.func"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Example Geospatial Functionality\n",
-    "Many functions are supported for geospatial analysis, here are a few.\n",
-    "- ``pvdeg.standards.standoff`` \n",
-    "- ``pvdeg.humidity.module`` \n",
-    "- ``pvdeg.letid.calc_letid_outdoors``\n",
+    "## Run the job in the pipeline\n",
     "\n",
-    "See the Geospatial Templates tutorial for an example on this."
+    "Currently ``scenario`` only supports one geospatial analysis at a time. We cannot have two geospatial jobs at the same time."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
-     "name": "stderr",
+     "name": "stdout",
      "output_type": "stream",
      "text": [
-      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
-      "  warnings.warn(\n",
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1237: UserWarning: Gids Added - [474405 474406 474407 474408 474409 474410 474411 474412 474413 474414\n",
-      " 474415 474416 474417 474418 474419 474420 474421 474422 474423 475420\n",
-      " 475421 475422 475423 475424 475425 475426 475427 475428 475429 475430\n",
-      " 475431 475432 475433 475434 475435 475436 475437 475438 476435 476436\n",
-      " 476437 476438 476439 476440 476441 476442 476443 476444 476445 476446\n",
-      " 476447 476448 476449 476450 476451 476452 476453 477451 477452 477453\n",
-      " 477454 477455 477456 477457 477458 477459 477460 477461 477462 477463\n",
-      " 477464 477465 477466 477467 478470 478471 478472 478473 478474 478475\n",
-      " 478476 478477 478478 478479 478480 478481 478482 478483 478484 478485\n",
-      " 479490 479491 479492 479493 479494 479495 479496 479497 479498 479499\n",
-      " 479500 479501 479502 479503 480513 480514 480515 480516 480517 480518\n",
-      " 480519 480520 480521 480522 480523 481534 481535 481536 481537 481538\n",
-      " 481539 481540 481542 481543 481544 482557 482558 482559 482560 482561\n",
-      " 482562 482564 482565]\n",
-      "  warnings.warn(message, UserWarning)\n",
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1626: UserWarning: module added to pipeline as \n",
-      " {'geospatial_job': {'job': <function module at 0x7fb8d85a9900>, 'params': {}}}\n",
-      "  warnings.warn(message, UserWarning)\n"
+      "Dashboard: http://127.0.0.1:8787/status\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
      ]
     }
    ],
    "source": [
-    "geospatial_humidity_scenario = pvdeg.GeospatialScenario(\n",
-    "    name = 'humidity scenario',\n",
-    "    geospatial = True\n",
-    ")\n",
-    "\n",
-    "geospatial_humidity_scenario.addLocation(\n",
-    "    state = 'Colorado',\n",
-    "    county = 'Jefferson',\n",
-    "    see_added = True\n",
-    ")\n",
-    "\n",
-    "geospatial_humidity_scenario.addJob(\n",
-    "    func=pvdeg.humidity.module,\n",
-    "    see_added = True\n",
-    ")"
+    "geospatial_standoff_scenario.run()"
    ]
   },
   {
-   "cell_type": "code",
-   "execution_count": 11,
+   "cell_type": "markdown",
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n",
-      "Perhaps you already have a cluster running?\n",
-      "Hosting the HTTP server on port 40703 instead\n",
-      "  warnings.warn(\n"
-     ]
-    },
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Dashboard: http://127.0.0.1:40703/status\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n"
-     ]
-    }
-   ],
    "source": [
-    "geospatial_humidity_scenario.run()"
+    "## Directly Access Results Attribute\n",
+    "\n",
+    "We can either view the results of the scenario pipeline using ``.viewScenario`` as shown above. The results will be displayed only if the pipeline has been run. Alternatively, we can directly view the ``results`` atribute of the scenario."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
@@ -1205,224 +1413,108 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 96MB\n",
-       "Dimensions:             (latitude: 19, longitude: 9, time: 17520)\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 164B\n",
+       "Dimensions:    (latitude: 2, longitude: 3)\n",
        "Coordinates:\n",
-       "  * latitude            (latitude) float32 76B 39.17 39.21 39.25 ... 39.85 39.89\n",
-       "  * longitude           (longitude) float32 36B -105.4 -105.3 ... -105.1 -105.1\n",
-       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
+       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
+       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
        "Data variables:\n",
-       "    RH_surface_outside  (time, latitude, longitude) float64 24MB 76.96 ... 58.81\n",
-       "    RH_back_encap       (time, latitude, longitude) float64 24MB 76.96 ... 44.67\n",
-       "    RH_backsheet        (time, latitude, longitude) float64 24MB 76.96 ... 51.74\n",
-       "    RH_front_encap      (time, latitude, longitude) float64 24MB 42.21 ... 31.69</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-2c96a5b9-7596-4cc5-b6d5-4658bf7a6532' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-2c96a5b9-7596-4cc5-b6d5-4658bf7a6532' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 19</li><li><span class='xr-has-index'>longitude</span>: 9</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-fd49e260-dd68-4ffc-9b6e-775c546cc5cb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fd49e260-dd68-4ffc-9b6e-775c546cc5cb' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.17 39.21 39.25 ... 39.85 39.89</div><input id='attrs-852d4118-3a6a-4b1f-9af9-0fc1741c9f81' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-852d4118-3a6a-4b1f-9af9-0fc1741c9f81' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7bd81dec-dc08-42b6-a8c3-e69bc4d3ab64' class='xr-var-data-in' type='checkbox'><label for='data-7bd81dec-dc08-42b6-a8c3-e69bc4d3ab64' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.17, 39.21, 39.25, 39.29, 39.33, 39.37, 39.41, 39.45, 39.49, 39.53,\n",
-       "       39.57, 39.61, 39.65, 39.69, 39.73, 39.77, 39.81, 39.85, 39.89],\n",
-       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-105.4 -105.3 ... -105.1 -105.1</div><input id='attrs-16dff014-ea84-4217-b42e-4d491298a18e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-16dff014-ea84-4217-b42e-4d491298a18e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4ca5b5b0-f5c3-47cd-8b68-f0fee36d18fc' class='xr-var-data-in' type='checkbox'><label for='data-4ca5b5b0-f5c3-47cd-8b68-f0fee36d18fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-105.38, -105.34, -105.3 , -105.26, -105.22, -105.18, -105.14, -105.1 ,\n",
-       "       -105.06], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-ab1f6c1a-301c-4a41-88ed-296d38be9db4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ab1f6c1a-301c-4a41-88ed-296d38be9db4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d4187675-c5e2-40d7-aeff-00c57459941b' class='xr-var-data-in' type='checkbox'><label for='data-d4187675-c5e2-40d7-aeff-00c57459941b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-fa413b99-b712-4a35-98ef-452e57f31be9' class='xr-section-summary-in' type='checkbox'  checked><label for='section-fa413b99-b712-4a35-98ef-452e57f31be9' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>RH_surface_outside</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 65.54 58.81</div><input id='attrs-f1f382b8-3a69-4bdd-96f0-de8439299b88' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f1f382b8-3a69-4bdd-96f0-de8439299b88' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-97dfbdee-0c6b-43f3-8e02-66fef56cadc5' class='xr-var-data-in' type='checkbox'><label for='data-97dfbdee-0c6b-43f3-8e02-66fef56cadc5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.96      ,  72.91      ,  66.56      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 83.24      ,  74.01      ,  68.04      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 86.23      ,  85.34      ,  70.76      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        ...,\n",
-       "        [100.        , 100.        ,  88.83      , ...,  78.71      ,\n",
-       "          79.9       ,  79.72      ],\n",
-       "        [ 94.27      ,  90.54      ,  87.28      , ...,  80.69      ,\n",
-       "          81.45      ,  85.06      ],\n",
-       "        [ 95.97      ,  96.96      ,  88.05      , ...,          nan,\n",
-       "          82.67      ,  85.14      ]],\n",
-       "\n",
-       "       [[ 80.62      ,  75.77      ,  69.56      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 87.13      ,  77.51      ,  71.12      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 90.41      ,  89.47      ,  74.07      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "...\n",
-       "        [ 48.29684427,  48.63877046,  47.30323217, ...,  42.97424484,\n",
-       "          39.50804956,  34.00664582],\n",
-       "        [ 47.43691135,  43.6120267 ,  52.72160402, ...,  51.67492832,\n",
-       "          40.62357079,  41.40364629],\n",
-       "        [ 46.51148038,  43.8259391 ,  46.93663194, ...,          nan,\n",
-       "          50.96723416,  45.09428596]],\n",
-       "\n",
-       "       [[ 61.31477627,  59.58381693,  53.73629418, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 66.26356971,  60.4095116 ,  53.18439525, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 67.6248845 ,  66.49543541,  54.46856356, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        ...,\n",
-       "        [ 74.58260936,  73.95202277,  64.37381224, ...,  54.7933037 ,\n",
-       "          55.98946564,  53.8994496 ],\n",
-       "        [ 67.53097457,  64.82170173,  68.58065805, ...,  65.86956744,\n",
-       "          59.82781391,  61.99228078],\n",
-       "        [ 68.10683602,  68.9773368 ,  66.01276209, ...,          nan,\n",
-       "          65.54264791,  58.8102974 ]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_back_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 53.04 44.67</div><input id='attrs-6c481c67-3d3c-4c86-93e6-0cdab9657a85' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6c481c67-3d3c-4c86-93e6-0cdab9657a85' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e84d7f3e-11a0-4028-9c19-d1549ee01394' class='xr-var-data-in' type='checkbox'><label for='data-e84d7f3e-11a0-4028-9c19-d1549ee01394' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.96      ,  72.91      ,  66.56      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 83.24      ,  74.01      ,  68.04      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 86.23      ,  85.34      ,  70.76      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        ...,\n",
-       "        [100.        , 100.        ,  88.83      , ...,  78.71      ,\n",
-       "          79.9       ,  79.72      ],\n",
-       "        [ 94.27      ,  90.54      ,  87.28      , ...,  80.69      ,\n",
-       "          81.45      ,  85.06      ],\n",
-       "        [ 95.97      ,  96.96      ,  88.05      , ...,          nan,\n",
-       "          82.67      ,  85.14      ]],\n",
-       "\n",
-       "       [[ 78.28697722,  73.9496852 ,  67.68804054, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 84.68624187,  75.28076349,  69.19587248, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 87.73624046,  86.82883237,  71.96833546, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "...\n",
-       "        [ 50.88439573,  51.40681294,  46.10186458, ...,  35.90589484,\n",
-       "          34.06232731,  32.22555914],\n",
-       "        [ 47.48019026,  44.35144509,  45.61993068, ...,  48.7847531 ,\n",
-       "          41.83926857,  39.11277564],\n",
-       "        [ 48.33548743,  47.94072184,  44.7468164 , ...,          nan,\n",
-       "          48.40090851,  40.44408805]],\n",
-       "\n",
-       "       [[ 41.88172089,  38.70865218,  35.6162601 , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 44.43430352,  39.56364003,  34.57449572, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 43.95612825,  43.18835048,  36.57350631, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        ...,\n",
-       "        [ 59.25856205,  59.53474033,  51.49974911, ...,  39.44506083,\n",
-       "          38.86237549,  38.23334124],\n",
-       "        [ 53.8325386 ,  51.08416665,  50.27111957, ...,  53.295193  ,\n",
-       "          48.10693466,  45.34753707],\n",
-       "        [ 55.30389085,  56.22438186,  50.61009816, ...,          nan,\n",
-       "          53.04211979,  44.66817438]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_backsheet</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 59.29 51.74</div><input id='attrs-325b4d4c-eecc-4903-9570-f5cfb0789bbb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-325b4d4c-eecc-4903-9570-f5cfb0789bbb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cb8bf502-c902-4e25-b842-90867cfa891d' class='xr-var-data-in' type='checkbox'><label for='data-cb8bf502-c902-4e25-b842-90867cfa891d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.96      ,  72.91      ,  66.56      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 83.24      ,  74.01      ,  68.04      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 86.23      ,  85.34      ,  70.76      , ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        ...,\n",
-       "        [100.        , 100.        ,  88.83      , ...,  78.71      ,\n",
-       "          79.9       ,  79.72      ],\n",
-       "        [ 94.27      ,  90.54      ,  87.28      , ...,  80.69      ,\n",
-       "          81.45      ,  85.06      ],\n",
-       "        [ 95.97      ,  96.96      ,  88.05      , ...,          nan,\n",
-       "          82.67      ,  85.14      ]],\n",
-       "\n",
-       "       [[ 79.45348861,  74.8598426 ,  68.62402027, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 85.90812093,  76.39538174,  70.15793624, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 89.07312023,  88.14941618,  73.01916773, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "...\n",
-       "        [ 49.59062   ,  50.0227917 ,  46.70254838, ...,  39.44006984,\n",
-       "          36.78518844,  33.11610248],\n",
-       "        [ 47.4585508 ,  43.9817359 ,  49.17076735, ...,  50.22984071,\n",
-       "          41.23141968,  40.25821096],\n",
-       "        [ 47.4234839 ,  45.88333047,  45.84172417, ...,          nan,\n",
-       "          49.68407134,  42.76918701]],\n",
-       "\n",
-       "       [[ 51.59824858,  49.14623455,  44.67627714, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 55.34893661,  49.98657581,  43.87944548, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        [ 55.79050637,  54.84189295,  45.52103494, ...,          nan,\n",
-       "                  nan,          nan],\n",
-       "        ...,\n",
-       "        [ 66.9205857 ,  66.74338155,  57.93678068, ...,  47.11918227,\n",
-       "          47.42592057,  46.06639542],\n",
-       "        [ 60.68175659,  57.95293419,  59.42588881, ...,  59.58238022,\n",
-       "          53.96737428,  53.66990893],\n",
-       "        [ 61.70536343,  62.60085933,  58.31143013, ...,          nan,\n",
-       "          59.29238385,  51.73923589]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_front_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>42.21 40.38 37.98 ... 32.78 31.69</div><input id='attrs-787e4c70-9579-4ca0-8c48-79ecc93783b4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-787e4c70-9579-4ca0-8c48-79ecc93783b4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cf887ea6-a987-49b0-922f-82c6c47b2b7b' class='xr-var-data-in' type='checkbox'><label for='data-cf887ea6-a987-49b0-922f-82c6c47b2b7b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[42.21067079, 40.37601718, 37.98324422, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [44.52176509, 40.71783507, 38.2658983 , ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [45.1271723 , 44.39353853, 38.9350482 , ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        ...,\n",
-       "        [49.76043607, 50.18874685, 45.10002181, ..., 40.05120903,\n",
-       "         40.46379893, 40.21168996],\n",
-       "        [47.68965229, 46.07159092, 44.44327462, ..., 41.04024539,\n",
-       "         40.9328189 , 41.79215484],\n",
-       "        [48.32376651, 48.48232011, 44.83114753, ...,         nan,\n",
-       "         41.17109978, 41.70459763]],\n",
-       "\n",
-       "       [[42.9215922 , 40.9374867 , 38.61020431, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [45.27954794, 41.40002697, 38.89940421, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [45.89933032, 45.15199612, 39.58300083, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "...\n",
-       "        [32.99609542, 33.28880815, 31.23675624, ..., 28.16316043,\n",
-       "         27.51018727, 25.97077769],\n",
-       "        [32.02219511, 30.51302173, 32.0693005 , ..., 30.37528683,\n",
-       "         27.85914277, 28.1752137 ],\n",
-       "        [31.95052006, 31.36665254, 30.87805043, ...,         nan,\n",
-       "         30.07191015, 28.91849909]],\n",
-       "\n",
-       "       [[35.57628458, 34.32254893, 32.18487548, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [37.47853286, 34.55622571, 32.02763626, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        [37.6502249 , 36.90758002, 32.33583162, ...,         nan,\n",
-       "                 nan,         nan],\n",
-       "        ...,\n",
-       "        [38.25379008, 38.38917312, 34.71318033, ..., 30.63236159,\n",
-       "         31.04144089, 30.48618514],\n",
-       "        [36.12765962, 34.95273543, 35.08214746, ..., 33.01207294,\n",
-       "         31.84762718, 32.3890078 ],\n",
-       "        [36.39514528, 36.62830881, 34.70506527, ...,         nan,\n",
-       "         32.78349752, 31.69382013]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0f91a869-03ef-4c3f-8809-1b68bd7f689c' class='xr-section-summary-in' type='checkbox'  ><label for='section-0f91a869-03ef-4c3f-8809-1b68bd7f689c' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f10f06b9-0af0-45e8-b9f2-c8be1d991728' class='xr-index-data-in' type='checkbox'/><label for='index-f10f06b9-0af0-45e8-b9f2-c8be1d991728' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8e8c374c-b460-4044-a4df-69fcd30f799a' class='xr-index-data-in' type='checkbox'/><label for='index-8e8c374c-b460-4044-a4df-69fcd30f799a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 39.16999816894531, 39.209999084472656,              39.25,\n",
-       "       39.290000915527344,  39.33000183105469, 39.369998931884766,\n",
-       "        39.40999984741211,  39.45000076293945,   39.4900016784668,\n",
-       "       39.529998779296875,  39.56999969482422,  39.61000061035156,\n",
-       "       39.650001525878906, 39.689998626708984,  39.72999954223633,\n",
-       "        39.77000045776367, 39.810001373291016, 39.849998474121094,\n",
-       "        39.88999938964844],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-afac0bf3-db66-411d-a896-bee1fbf457e4' class='xr-index-data-in' type='checkbox'/><label for='index-afac0bf3-db66-411d-a896-bee1fbf457e4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-105.37999725341797, -105.33999633789062, -105.30000305175781,\n",
-       "       -105.26000213623047, -105.22000122070312, -105.18000030517578,\n",
-       "       -105.13999938964844,  -105.0999984741211, -105.05999755859375],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6d571fd3-29ec-433f-a907-2be1913a443e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6d571fd3-29ec-433f-a907-2be1913a443e' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
+       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
+       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d1360ab1-cff8-4470-b0a1-9932ff9c53e3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d1360ab1-cff8-4470-b0a1-9932ff9c53e3' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 2</li><li><span class='xr-has-index'>longitude</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-12b0979f-de34-4725-b947-c2a69a480c41' class='xr-section-summary-in' type='checkbox'  checked><label for='section-12b0979f-de34-4725-b947-c2a69a480c41' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.61 39.85</div><input id='attrs-c41b1294-9b87-4775-94a7-7b82ab90ae9e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c41b1294-9b87-4775-94a7-7b82ab90ae9e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a89e1b54-4a9b-428b-950d-4d2a46e10610' class='xr-var-data-in' type='checkbox'><label for='data-a89e1b54-4a9b-428b-950d-4d2a46e10610' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.61, 39.85], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-106.4 -106.2 -105.9</div><input id='attrs-6ed52da9-599a-4b4b-946d-e2708d4ca2c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6ed52da9-599a-4b4b-946d-e2708d4ca2c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-319c2f34-d034-4ea4-8b78-8fd24b4420c1' class='xr-var-data-in' type='checkbox'><label for='data-319c2f34-d034-4ea4-8b78-8fd24b4420c1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.18, -105.94], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-024c08cf-dc77-48a7-b335-dd50ef2f5203' class='xr-section-summary-in' type='checkbox'  checked><label for='section-024c08cf-dc77-48a7-b335-dd50ef2f5203' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 0.5751 1.432 1.421 nan</div><input id='attrs-2235e58f-3f7d-4cb6-bb53-ee37a7772421' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2235e58f-3f7d-4cb6-bb53-ee37a7772421' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-42161070-297e-4f22-99cd-294f0bcf16de' class='xr-var-data-in' type='checkbox'><label for='data-42161070-297e-4f22-99cd-294f0bcf16de' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[       nan,        nan, 0.57509802],\n",
+       "       [1.43243647, 1.42132958,        nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 72.15 75.22 75.25 nan</div><input id='attrs-487f1db8-506b-473f-942e-ed673f9e4560' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-487f1db8-506b-473f-942e-ed673f9e4560' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68992e42-ac30-487c-8c98-d6df0280740c' class='xr-var-data-in' type='checkbox'><label for='data-68992e42-ac30-487c-8c98-d6df0280740c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 72.14898719],\n",
+       "       [75.22337147, 75.25265046,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 46.77 48.81 48.51 nan</div><input id='attrs-d49ff83e-0cc4-4a7c-b77e-fc627eda0277' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d49ff83e-0cc4-4a7c-b77e-fc627eda0277' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0120c9fc-ed8f-4cf0-a3e5-cb5ddea7585d' class='xr-var-data-in' type='checkbox'><label for='data-0120c9fc-ed8f-4cf0-a3e5-cb5ddea7585d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 46.76989297],\n",
+       "       [48.81362521, 48.50935599,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6ebcab5e-5af4-46f3-9687-6b26efb5200f' class='xr-section-summary-in' type='checkbox'  ><label for='section-6ebcab5e-5af4-46f3-9687-6b26efb5200f' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-40089409-976b-4573-a1ce-70943edaaa27' class='xr-index-data-in' type='checkbox'/><label for='index-40089409-976b-4573-a1ce-70943edaaa27' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.61, 39.85], dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-07d428a4-6a7a-4f8c-add3-7467ad873b4b' class='xr-index-data-in' type='checkbox'/><label for='index-07d428a4-6a7a-4f8c-add3-7467ad873b4b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.41999816894531, -106.18000030517578, -105.94000244140625], dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-94f95795-fc9d-4e0f-96c2-16e28fb0148d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-94f95795-fc9d-4e0f-96c2-16e28fb0148d' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
-       "<xarray.Dataset> Size: 96MB\n",
-       "Dimensions:             (latitude: 19, longitude: 9, time: 17520)\n",
+       "<xarray.Dataset> Size: 164B\n",
+       "Dimensions:    (latitude: 2, longitude: 3)\n",
        "Coordinates:\n",
-       "  * latitude            (latitude) float32 76B 39.17 39.21 39.25 ... 39.85 39.89\n",
-       "  * longitude           (longitude) float32 36B -105.4 -105.3 ... -105.1 -105.1\n",
-       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
+       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
+       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
        "Data variables:\n",
-       "    RH_surface_outside  (time, latitude, longitude) float64 24MB 76.96 ... 58.81\n",
-       "    RH_back_encap       (time, latitude, longitude) float64 24MB 76.96 ... 44.67\n",
-       "    RH_backsheet        (time, latitude, longitude) float64 24MB 76.96 ... 51.74\n",
-       "    RH_front_encap      (time, latitude, longitude) float64 24MB 42.21 ... 31.69"
+       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
+       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
+       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 8,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
+   "source": [
+    "geospatial_standoff_scenario.results"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Cleanup\n",
+    "\n",
+    "The scenario object will store its attributes in a file the python script's current working directory. If we want to delete this file when we are done with the scenario instance we can use the ``.clean()`` method as shown below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geospatial_standoff_scenario.clean()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Example Geospatial Functionality\n",
+    "Many functions are supported for geospatial analysis, here are a few.\n",
+    "- ``pvdeg.standards.standoff`` \n",
+    "- ``pvdeg.humidity.module`` \n",
+    "- ``pvdeg.letid.calc_letid_outdoors``\n",
+    "\n",
+    "See the Geospatial Templates tutorial for an example on this."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geospatial_humidity_scenario = pvdeg.GeospatialScenario(\n",
+    "    name = 'humidity scenario',\n",
+    "    geospatial = True\n",
+    ")\n",
+    "\n",
+    "geospatial_humidity_scenario.addLocation(\n",
+    "    state = 'Colorado',\n",
+    "    county = 'Jefferson',\n",
+    "    see_added = True\n",
+    ")\n",
+    "\n",
+    "geospatial_humidity_scenario.addJob(\n",
+    "    func=pvdeg.humidity.module,\n",
+    "    see_added = True\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geospatial_humidity_scenario.run()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
    "source": [
     "geospatial_humidity_scenario.results"
    ]

From ab6e2228fc7c29869a136933ad6fa6f69617cdcd Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Fri, 8 Nov 2024 15:38:07 -0700
Subject: [PATCH 065/109] update GeospatialScenario.display

---
 pvdeg/scenario.py | 115 +++++++++++++++++++---------------------------
 1 file changed, 48 insertions(+), 67 deletions(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 916fabb2..f1ee272d 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1597,45 +1597,6 @@ def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) ->
         """
         self.weather_data, self.meta_data = weather_ds, meta_df
 
-
-    # def addJob(
-    #     self,
-    #     func: Callable = None,
-    #     func_params: dict = {},
-    #     see_added: bool = False,
-    # ):
-    #     """
-    #     Add a pvdeg function to the scenario pipeline
-
-    #     Parameters:
-    #     -----------
-    #     func : function
-    #         pvdeg function to use for geospatial analysis.
-    #         *Note: geospatial analysis is only available with a limited subset of pvdeg
-    #         functions*
-    #         Current supported functions for geospatial analysis: ``pvdeg.standards.standoff``,
-    #         ``pvdeg.humidity.module``, ``pvdeg.letid.calc_letid_outdoors``
-    #     func_params : dict
-    #         job specific keyword argument dictionary to provide to the function
-    #     see_added : bool
-    #         set flag to get a userWarning notifying the user of the job added
-    #        to the pipeline in method call. ``default = False``
-    #     """
-    #     try:
-    #         pvdeg.geospatial.template_parameters(func)
-    #     except ValueError:
-    #         return ValueError(
-    #             f"{func.__name__} does does not have a valid geospatial results template or does not exist"
-    #         )
-
-    #     geo_job_dict = {"geospatial_job": {"job": func, "params": func_params}}
-
-    #     self.pipeline = geo_job_dict
-
-    #     if see_added:
-    #         message = f"{func.__name__} added to pipeline as \n {geo_job_dict}"
-    #         warnings.warn(message, UserWarning)
-
     def addJob(
         self,
         func: Callable,
@@ -2058,32 +2019,32 @@ def _check_set(self, iterable, to_check: set):
             raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
 
     
-
-    def format_pipeline(self):
-        pipeline_html = "<div>"
-        if "geospatial_job" in self.pipeline:
-            step_name = "geospatial_job"
-            step = self.pipeline[step_name]
-            params_html = f"<pre>{json.dumps(step['params'], indent=2)}</pre>"
-
-            step_content = f"""
-            <div id="{step_name}" onclick="toggleVisibility('pipeline_{step_name}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_pipeline_{step_name}" style="color: #b676c2;">►</span>
-                    {step['job'].__name__}, <span style="color: #b676c2;">#{step_name}</span>
-                </h4>
-            </div>
-            <div id="pipeline_{step_name}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
-                <p>Job: {step['job'].__name__}</p>
-                <p>Parameters:</p>
-                <div style="margin-left: 20px;">
-                    {params_html}
-                </div>
-            </div>
-            """
-            pipeline_html += step_content
-        pipeline_html += "</div>"
-        return pipeline_html
+    # GeospatialScenario no longer uses pipeline, instead job attributes are stored in attrbutes "func", "template"
+    # def format_pipeline(self):
+    #     pipeline_html = "<div>"
+    #     if "geospatial_job" in self.pipeline:
+    #         step_name = "geospatial_job"
+    #         step = self.pipeline[step_name]
+    #         params_html = f"<pre>{json.dumps(step['params'], indent=2)}</pre>"
+
+    #         step_content = f"""
+    #         <div id="{step_name}" onclick="toggleVisibility('pipeline_{step_name}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+    #             <h4 style="font-family: monospace; margin: 0;">
+    #                 <span id="arrow_pipeline_{step_name}" style="color: #b676c2;">►</span>
+    #                 {step['job'].__name__}, <span style="color: #b676c2;">#{step_name}</span>
+    #             </h4>
+    #         </div>
+    #         <div id="pipeline_{step_name}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
+    #             <p>Job: {step['job'].__name__}</p>
+    #             <p>Parameters:</p>
+    #             <div style="margin-left: 20px;">
+    #                 {params_html}
+    #             </div>
+    #         </div>
+    #         """
+    #         pipeline_html += step_content
+    #     pipeline_html += "</div>"
+    #     return pipeline_html
 
     def _ipython_display_(self):
         file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
@@ -2098,8 +2059,9 @@ def _ipython_display_(self):
                 {self.format_results() if self.results else None}
             </div>
             <div>
-                <h3>Pipeline</h3>
-                {self.format_pipeline()}
+                <h3>Geospatial Job</h3>
+                Function : {self.func}
+                {self.format_template()}
             </div>
             <div>
                 <h3>Modules</h3>
@@ -2170,6 +2132,25 @@ def format_geo_meta(self):
 
         return meta_data_html
 
+    def format_template(self):
+        template_html = ""
+
+        if self.meta_data is not None:
+
+            template_html = f"""
+            <div id="template" onclick="toggleVisibility('content_template')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_template" style="color: #b676c2;">►</span>
+                    Template
+                </h4>
+            </div>
+            <div id="content_template" style="display:none; margin-left: 20px; padding: 5px;">
+                {self.template._repr_html_()}
+            </div>
+            """
+
+        return template_html
+
     def format_geo_weather(self):
         weather_data_html = ""
 

From c1883fbc6ad2963aab1b999b5f5d4414657bae9e Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 8 Nov 2024 15:42:38 -0700
Subject: [PATCH 066/109] Update GeospatialScenario.display function name

---
 pvdeg/scenario.py                             |    2 +-
 .../Scenario - Geospatial.ipynb               | 2219 +++++++++++++----
 2 files changed, 1760 insertions(+), 461 deletions(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index f1ee272d..a46555c8 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -2060,7 +2060,7 @@ def _ipython_display_(self):
             </div>
             <div>
                 <h3>Geospatial Job</h3>
-                Function : {self.func}
+                Function : {self.func.__name__}
                 {self.format_template()}
             </div>
             <div>
diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb
index 479442b9..322aa306 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Geospatial.ipynb	
@@ -81,7 +81,7 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1674: UserWarning: standoff added to scenario with arguments {} using template: <xarray.Dataset> Size: 96B\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1635: UserWarning: standoff added to scenario with arguments {} using template: <xarray.Dataset> Size: 96B\n",
       "Dimensions:  (gid: 3)\n",
       "Coordinates:\n",
       "  * gid      (gid) int64 24B 449212 454915 460611\n",
@@ -119,24 +119,16 @@
        "                None\n",
        "            </div>\n",
        "            <div>\n",
-       "                <h3>Pipeline</h3>\n",
-       "                <div></div>\n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Modules</h3>\n",
-       "                <div></div>\n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Weather Dataset</h3>\n",
+       "                <h3>Geospatial Job</h3>\n",
+       "                Function : standoff\n",
        "                \n",
-       "            <div id=\"weather_data\" onclick=\"toggleVisibility('content_weather_data')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
+       "            <div id=\"template\" onclick=\"toggleVisibility('content_template')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
        "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_content_weather_data\" style=\"color: #b676c2;\">►</span>\n",
-       "                    Weather Data\n",
+       "                    <span id=\"arrow_content_template\" style=\"color: #b676c2;\">►</span>\n",
+       "                    Template\n",
        "                </h4>\n",
        "            </div>\n",
-       "            <div>\n",
-       "            <div id=\"content_weather_data\" style=\"display:none; margin-left: 20px; padding: 5px>\n",
+       "            <div id=\"content_template\" style=\"display:none; margin-left: 20px; padding: 5px;\">\n",
        "                <div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
        "<defs>\n",
        "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
@@ -500,25 +492,14 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 3MB\n",
-       "Dimensions:            (time: 17520, gid: 3)\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 96B\n",
+       "Dimensions:  (gid: 3)\n",
        "Coordinates:\n",
-       "  * gid                (gid) int64 24B 449212 454915 460611\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * gid      (gid) int64 24B 449212 454915 460611\n",
        "Data variables:\n",
-       "    temp_air           (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
-       "    wind_speed         (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
-       "    dhi                (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
-       "    ghi                (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
-       "    dni                (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
-       "    relative_humidity  (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
-       "Attributes:\n",
-       "    full_version_record:  {&quot;rex&quot;: &quot;0.2.80&quot;, &quot;pandas&quot;: &quot;2.0.0&quot;, &quot;numpy&quot;: &quot;1.23...\n",
-       "    package:              rex\n",
-       "    version:              4.0.0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-44e8c879-685b-43bd-b756-12185c7be5fa' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-44e8c879-685b-43bd-b756-12185c7be5fa' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>gid</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-ebdab2e9-d596-4d60-b4e6-3ec74f8b58bb' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ebdab2e9-d596-4d60-b4e6-3ec74f8b58bb' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>449212 454915 460611</div><input id='attrs-447ba6ba-1f05-4b6a-893f-18b958c84743' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-447ba6ba-1f05-4b6a-893f-18b958c84743' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bcfb950c-3ecc-4471-84b2-204c94422da9' class='xr-var-data-in' type='checkbox'><label for='data-bcfb950c-3ecc-4471-84b2-204c94422da9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([449212, 454915, 460611])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-a677672d-6189-4d33-bf73-372f9574ad3b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a677672d-6189-4d33-bf73-372f9574ad3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b90367ce-87fc-4d53-9ef7-1169324867bb' class='xr-var-data-in' type='checkbox'><label for='data-b90367ce-87fc-4d53-9ef7-1169324867bb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-49bca61d-d393-408f-9e41-939a7bcb2eec' class='xr-section-summary-in' type='checkbox'  checked><label for='section-49bca61d-d393-408f-9e41-939a7bcb2eec' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-ea4d79ee-aaac-439f-8eb4-22e664716e83' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-ea4d79ee-aaac-439f-8eb4-22e664716e83' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-59ebed50-179e-4255-b6d9-dbeb7ff29f6b' class='xr-var-data-in' type='checkbox'><label for='data-59ebed50-179e-4255-b6d9-dbeb7ff29f6b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>True</dd><dt><span>physical_max :</span></dt><dd>70.0</dd><dt><span>physical_min :</span></dt><dd>-100.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>Celsius</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW2</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    x        (gid) float64 24B dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;\n",
+       "    T98_0    (gid) float64 24B dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;\n",
+       "    T98_inf  (gid) float64 24B dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-4182207e-7e6b-4efa-8586-a0ff5090afe5' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-4182207e-7e6b-4efa-8586-a0ff5090afe5' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>gid</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-2e565484-6ad0-480f-b7ab-108545efdc0d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2e565484-6ad0-480f-b7ab-108545efdc0d' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>449212 454915 460611</div><input id='attrs-7c98297e-1941-47c0-b544-e1d7942384d4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7c98297e-1941-47c0-b544-e1d7942384d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f48f2526-bdf7-4b14-a726-0d02065d3c50' class='xr-var-data-in' type='checkbox'><label for='data-f48f2526-bdf7-4b14-a726-0d02065d3c50' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([449212, 454915, 460611])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-aa469a05-e10e-4041-9e45-a85b845cd231' class='xr-section-summary-in' type='checkbox'  checked><label for='section-aa469a05-e10e-4041-9e45-a85b845cd231' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-8acede7e-386d-4e37-a911-06de20f39575' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8acede7e-386d-4e37-a911-06de20f39575' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-abd97646-4121-4938-831f-16ab968a6b20' class='xr-var-data-in' type='checkbox'><label for='data-abd97646-4121-4938-831f-16ab968a6b20' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -533,18 +514,18 @@
        "                    \n",
        "                    <tr>\n",
        "                        <th> Bytes </th>\n",
-       "                        <td> 410.62 kiB </td>\n",
-       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 24 B </td>\n",
+       "                        <td> 8 B </td>\n",
        "                    </tr>\n",
        "                    \n",
        "                    <tr>\n",
        "                        <th> Shape </th>\n",
-       "                        <td> (17520, 3) </td>\n",
-       "                        <td> (17520, 1) </td>\n",
+       "                        <td> (3,) </td>\n",
+       "                        <td> (1,) </td>\n",
        "                    </tr>\n",
        "                    <tr>\n",
        "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 2 graph layers </td>\n",
        "                    </tr>\n",
        "                    <tr>\n",
        "                        <th> Data type </th>\n",
@@ -554,28 +535,28 @@
        "            </table>\n",
        "        </td>\n",
        "        <td>\n",
-       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "        <svg width=\"170\" height=\"93\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
        "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"43\" x2=\"120\" y2=\"43\" style=\"stroke-width:2\" />\n",
        "\n",
        "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
-       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
-       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"43\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"40\" y1=\"0\" x2=\"40\" y2=\"43\" />\n",
+       "  <line x1=\"80\" y1=\"0\" x2=\"80\" y2=\"43\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"43\" style=\"stroke-width:2\" />\n",
        "\n",
        "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,43.88583450710766 0.0,43.88583450710766\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
        "\n",
        "  <!-- Text -->\n",
-       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
-       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "  <text x=\"60.000000\" y=\"63.885835\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
+       "  <text x=\"140.000000\" y=\"21.942917\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,21.942917)\">1</text>\n",
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-928ad1c1-959a-452c-b82e-19eea5af3f3d' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-928ad1c1-959a-452c-b82e-19eea5af3f3d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b65ec1b0-aac9-44ed-8e89-0fb8b04cb7d6' class='xr-var-data-in' type='checkbox'><label for='data-b65ec1b0-aac9-44ed-8e89-0fb8b04cb7d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>40.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>m/s</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW4</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-deed5406-4f14-46ae-9592-8a5f180895fc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-deed5406-4f14-46ae-9592-8a5f180895fc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b42a3a0b-7b9a-4304-98e0-d0f049c8cfdd' class='xr-var-data-in' type='checkbox'><label for='data-b42a3a0b-7b9a-4304-98e0-d0f049c8cfdd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -590,18 +571,18 @@
        "                    \n",
        "                    <tr>\n",
        "                        <th> Bytes </th>\n",
-       "                        <td> 410.62 kiB </td>\n",
-       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 24 B </td>\n",
+       "                        <td> 8 B </td>\n",
        "                    </tr>\n",
        "                    \n",
        "                    <tr>\n",
        "                        <th> Shape </th>\n",
-       "                        <td> (17520, 3) </td>\n",
-       "                        <td> (17520, 1) </td>\n",
+       "                        <td> (3,) </td>\n",
+       "                        <td> (1,) </td>\n",
        "                    </tr>\n",
        "                    <tr>\n",
        "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 2 graph layers </td>\n",
        "                    </tr>\n",
        "                    <tr>\n",
        "                        <th> Data type </th>\n",
@@ -611,28 +592,28 @@
        "            </table>\n",
        "        </td>\n",
        "        <td>\n",
-       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "        <svg width=\"170\" height=\"93\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
        "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"43\" x2=\"120\" y2=\"43\" style=\"stroke-width:2\" />\n",
        "\n",
        "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
-       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
-       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"43\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"40\" y1=\"0\" x2=\"40\" y2=\"43\" />\n",
+       "  <line x1=\"80\" y1=\"0\" x2=\"80\" y2=\"43\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"43\" style=\"stroke-width:2\" />\n",
        "\n",
        "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,43.88583450710766 0.0,43.88583450710766\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
        "\n",
        "  <!-- Text -->\n",
-       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
-       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "  <text x=\"60.000000\" y=\"63.885835\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
+       "  <text x=\"140.000000\" y=\"21.942917\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,21.942917)\">1</text>\n",
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-3e12ee8b-3d15-4d05-8c55-2f834a9dd470' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-3e12ee8b-3d15-4d05-8c55-2f834a9dd470' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-099b29e9-a726-4670-93d1-b8a321e2c25e' class='xr-var-data-in' type='checkbox'><label for='data-099b29e9-a726-4670-93d1-b8a321e2c25e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>800.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(1,), meta=np.ndarray&gt;</div><input id='attrs-c21e3995-4a42-4171-823a-9b42adfa937b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c21e3995-4a42-4171-823a-9b42adfa937b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fa745217-eb27-4c08-a7fc-834f93793844' class='xr-var-data-in' type='checkbox'><label for='data-fa745217-eb27-4c08-a7fc-834f93793844' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
        "    <tr>\n",
        "        <td>\n",
        "            <table style=\"border-collapse: collapse;\">\n",
@@ -647,18 +628,18 @@
        "                    \n",
        "                    <tr>\n",
        "                        <th> Bytes </th>\n",
-       "                        <td> 410.62 kiB </td>\n",
-       "                        <td> 136.88 kiB </td>\n",
+       "                        <td> 24 B </td>\n",
+       "                        <td> 8 B </td>\n",
        "                    </tr>\n",
        "                    \n",
        "                    <tr>\n",
        "                        <th> Shape </th>\n",
-       "                        <td> (17520, 3) </td>\n",
-       "                        <td> (17520, 1) </td>\n",
+       "                        <td> (3,) </td>\n",
+       "                        <td> (1,) </td>\n",
        "                    </tr>\n",
        "                    <tr>\n",
        "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 2 graph layers </td>\n",
        "                    </tr>\n",
        "                    <tr>\n",
        "                        <th> Data type </th>\n",
@@ -668,383 +649,1578 @@
        "            </table>\n",
        "        </td>\n",
        "        <td>\n",
-       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "        <svg width=\"170\" height=\"93\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
        "\n",
        "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"43\" x2=\"120\" y2=\"43\" style=\"stroke-width:2\" />\n",
        "\n",
        "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
-       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
-       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"43\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"40\" y1=\"0\" x2=\"40\" y2=\"43\" />\n",
+       "  <line x1=\"80\" y1=\"0\" x2=\"80\" y2=\"43\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"43\" style=\"stroke-width:2\" />\n",
        "\n",
        "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,43.88583450710766 0.0,43.88583450710766\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
        "\n",
        "  <!-- Text -->\n",
-       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
-       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "  <text x=\"60.000000\" y=\"63.885835\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
+       "  <text x=\"140.000000\" y=\"21.942917\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,21.942917)\">1</text>\n",
        "</svg>\n",
        "        </td>\n",
        "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-31ecd0a2-21ad-4a71-b7a8-36e8e0022005' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-31ecd0a2-21ad-4a71-b7a8-36e8e0022005' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-49bce41c-a3db-4fc9-9fd1-776042c68f06' class='xr-var-data-in' type='checkbox'><label for='data-49bce41c-a3db-4fc9-9fd1-776042c68f06' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 410.62 kiB </td>\n",
-       "                        <td> 136.88 kiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (17520, 3) </td>\n",
-       "                        <td> (17520, 1) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-b40e19ae-0669-4633-89d5-ea96dba4ee6d' class='xr-section-summary-in' type='checkbox'  ><label for='section-b40e19ae-0669-4633-89d5-ea96dba4ee6d' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-3c3dea4a-b3be-414d-a48d-d9d0a0cf9e27' class='xr-index-data-in' type='checkbox'/><label for='index-3c3dea4a-b3be-414d-a48d-d9d0a0cf9e27' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([449212, 454915, 460611], dtype=&#x27;int64&#x27;, name=&#x27;gid&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f4e2c42d-ae62-4f8b-94fe-47e21db9f5f0' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f4e2c42d-ae62-4f8b-94fe-47e21db9f5f0' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>\n",
+       "            </div>\n",
+       "            \n",
+       "            </div>\n",
+       "            <div>\n",
+       "                <h3>Modules</h3>\n",
+       "                <div></div>\n",
+       "            </div>\n",
+       "            <div>\n",
+       "                <h3>Weather Dataset</h3>\n",
+       "                \n",
+       "            <div id=\"weather_data\" onclick=\"toggleVisibility('content_weather_data')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
+       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
+       "                    <span id=\"arrow_content_weather_data\" style=\"color: #b676c2;\">►</span>\n",
+       "                    Weather Data\n",
+       "                </h4>\n",
+       "            </div>\n",
+       "            <div>\n",
+       "            <div id=\"content_weather_data\" style=\"display:none; margin-left: 20px; padding: 5px>\n",
+       "                <div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
+       " */\n",
        "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       ":root {\n",
+       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
        "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
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-       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "html[theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
+       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
        "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
        "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
-       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-6e87601e-9522-493f-b9c7-1f0e3ad18353' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-6e87601e-9522-493f-b9c7-1f0e3ad18353' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f409f99b-7c2b-4173-aaf1-5eab4bf54c17' class='xr-var-data-in' type='checkbox'><label for='data-f409f99b-7c2b-4173-aaf1-5eab4bf54c17' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 410.62 kiB </td>\n",
-       "                        <td> 136.88 kiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (17520, 3) </td>\n",
-       "                        <td> (17520, 1) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
        "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
        "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
-       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
-       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
        "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
        "\n",
-       "  <!-- Text -->\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 3MB\n",
+       "Dimensions:            (time: 17520, gid: 3)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int64 24B 449212 454915 460611\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "Data variables:\n",
+       "    temp_air           (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    wind_speed         (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    dhi                (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    ghi                (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    dni                (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "    relative_humidity  (time, gid) float64 420kB dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;\n",
+       "Attributes:\n",
+       "    full_version_record:  {&quot;rex&quot;: &quot;0.2.80&quot;, &quot;pandas&quot;: &quot;2.0.0&quot;, &quot;numpy&quot;: &quot;1.23...\n",
+       "    package:              rex\n",
+       "    version:              4.0.0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-eb94ae19-3085-4d3d-ae08-67ca2df63b19' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-eb94ae19-3085-4d3d-ae08-67ca2df63b19' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>gid</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-7d2b0ec1-434c-4780-afa1-8cb7468348d9' class='xr-section-summary-in' type='checkbox'  checked><label for='section-7d2b0ec1-434c-4780-afa1-8cb7468348d9' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>449212 454915 460611</div><input id='attrs-433b053e-058b-4d7b-8979-8bd7d229f95c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-433b053e-058b-4d7b-8979-8bd7d229f95c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f592ede6-2762-451d-b140-6a5d836f9c07' class='xr-var-data-in' type='checkbox'><label for='data-f592ede6-2762-451d-b140-6a5d836f9c07' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([449212, 454915, 460611])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-a6c1b36a-fc2f-45e9-93e5-51e557fb31b6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a6c1b36a-fc2f-45e9-93e5-51e557fb31b6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-814eae48-ca73-4af1-929c-b702dcc54969' class='xr-var-data-in' type='checkbox'><label for='data-814eae48-ca73-4af1-929c-b702dcc54969' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b2932533-f8e1-44ad-8e8f-40ab44789579' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b2932533-f8e1-44ad-8e8f-40ab44789579' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-24c75fa1-3fdf-450b-9102-6538b126a9a8' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-24c75fa1-3fdf-450b-9102-6538b126a9a8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-57a9a2cb-8976-478c-82b6-7fec70c4120b' class='xr-var-data-in' type='checkbox'><label for='data-57a9a2cb-8976-478c-82b6-7fec70c4120b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>True</dd><dt><span>physical_max :</span></dt><dd>70.0</dd><dt><span>physical_min :</span></dt><dd>-100.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>Celsius</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW2</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-8f35190b-c9ed-42e2-a5ca-2af62d6e3f26' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-8f35190b-c9ed-42e2-a5ca-2af62d6e3f26' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-de7803af-f27b-4f81-92fd-0bf844ae780c' class='xr-var-data-in' type='checkbox'><label for='data-de7803af-f27b-4f81-92fd-0bf844ae780c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>40.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>m/s</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW4</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-a95cdcdd-f979-4009-a142-da20f61be3d7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-a95cdcdd-f979-4009-a142-da20f61be3d7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2f1f3b2f-2129-4576-b219-8ae9648fa723' class='xr-var-data-in' type='checkbox'><label for='data-2f1f3b2f-2129-4576-b219-8ae9648fa723' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>800.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
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+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
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+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-b399aa9d-fba9-49b9-90cd-fafb8b9e412f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-b399aa9d-fba9-49b9-90cd-fafb8b9e412f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-324cd2fb-6b13-4231-a81d-ec783737873e' class='xr-var-data-in' type='checkbox'><label for='data-324cd2fb-6b13-4231-a81d-ec783737873e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-30a1a47f-9e23-4fb7-8da4-a896090d803f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-30a1a47f-9e23-4fb7-8da4-a896090d803f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0ac26a14-cdaa-4691-a9ef-4eef1bfa3df2' class='xr-var-data-in' type='checkbox'><label for='data-0ac26a14-cdaa-4691-a9ef-4eef1bfa3df2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
+       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-eefd6a51-2beb-45bf-8b8a-1a79df0f8ee2' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-eefd6a51-2beb-45bf-8b8a-1a79df0f8ee2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7068e2ae-849b-44d1-b96a-777c63f10c3c' class='xr-var-data-in' type='checkbox'><label for='data-7068e2ae-849b-44d1-b96a-777c63f10c3c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>derived</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>100.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>100.0</dd><dt><span>psm_units :</span></dt><dd>%</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>%</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 410.62 kiB </td>\n",
+       "                        <td> 136.88 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 3) </td>\n",
+       "                        <td> (17520, 1) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
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+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
        "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
        "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
        "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 1), meta=np.ndarray&gt;</div><input id='attrs-7cd134e0-ad6f-4cd0-a0a3-66b844245528' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-7cd134e0-ad6f-4cd0-a0a3-66b844245528' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-fcb7d1c1-e348-4289-9615-d9c251dbd249' class='xr-var-data-in' type='checkbox'><label for='data-fcb7d1c1-e348-4289-9615-d9c251dbd249' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>derived</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>100.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>100.0</dd><dt><span>psm_units :</span></dt><dd>%</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>%</dd></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 410.62 kiB </td>\n",
-       "                        <td> 136.88 kiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (17520, 3) </td>\n",
-       "                        <td> (17520, 1) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 3 chunks in 5 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-7960a08e-40ce-421e-9e52-7d9db567ca55' class='xr-section-summary-in' type='checkbox'  ><label for='section-7960a08e-40ce-421e-9e52-7d9db567ca55' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-cb81f249-fb0a-41a2-824d-4ef3418ae750' class='xr-index-data-in' type='checkbox'/><label for='index-cb81f249-fb0a-41a2-824d-4ef3418ae750' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([449212, 454915, 460611], dtype=&#x27;int64&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-76df8893-fc4f-4795-99b1-35e0342c4391' class='xr-index-data-in' type='checkbox'/><label for='index-76df8893-fc4f-4795-99b1-35e0342c4391' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8bb63b57-ded9-46a9-bfda-5a2e39ec17fa' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8bb63b57-ded9-46a9-bfda-5a2e39ec17fa' class='xr-section-summary' >Attributes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>full_version_record :</span></dt><dd>{&quot;rex&quot;: &quot;0.2.80&quot;, &quot;pandas&quot;: &quot;2.0.0&quot;, &quot;numpy&quot;: &quot;1.23.5&quot;, &quot;python&quot;: &quot;3.9.16 (main, Mar  8 2023, 14:00:05) \\n[GCC 11.2.0]&quot;, &quot;click&quot;: &quot;8.1.3&quot;, &quot;h5py&quot;: &quot;3.7.0&quot;, &quot;h5pyd&quot;: &quot;0.14.0&quot;, &quot;scipy&quot;: &quot;1.10.1&quot;}</dd><dt><span>package :</span></dt><dd>rex</dd><dt><span>version :</span></dt><dd>4.0.0</dd></dl></div></li></ul></div></div>\n",
+       "            </div>\n",
+       "            \n",
+       "            </div>\n",
+       "            <div>\n",
+       "                <h3>Meta Dataframe</h3>\n",
+       "                \n",
+       "            <div id=\"meta_data\" onclick=\"toggleVisibility('content_meta_data')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
+       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
+       "                    <span id=\"arrow_content_meta_data\" style=\"color: #b676c2;\">►</span>\n",
+       "                    Meta Data\n",
+       "                </h4>\n",
+       "            </div>\n",
+       "            <div id=\"content_meta_data\" style=\"display:none; margin-left: 20px; padding: 5px;\">\n",
+       "                <div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>latitude</th>\n",
+       "      <th>longitude</th>\n",
+       "      <th>altitude</th>\n",
+       "      <th>tz</th>\n",
+       "      <th>country</th>\n",
+       "      <th>state</th>\n",
+       "      <th>county</th>\n",
+       "      <th>wind_height</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>449212</th>\n",
+       "      <td>39.849998</td>\n",
+       "      <td>-106.419998</td>\n",
+       "      <td>3208</td>\n",
+       "      <td>-7</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Summit</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>454915</th>\n",
+       "      <td>39.849998</td>\n",
+       "      <td>-106.180000</td>\n",
+       "      <td>3156</td>\n",
+       "      <td>-7</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Summit</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>460611</th>\n",
+       "      <td>39.610001</td>\n",
+       "      <td>-105.940002</td>\n",
+       "      <td>3030</td>\n",
+       "      <td>-7</td>\n",
+       "      <td>United States</td>\n",
+       "      <td>Colorado</td>\n",
+       "      <td>Summit</td>\n",
+       "      <td>2</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>\n",
+       "            </div>\n",
+       "            \n",
+       "            </div>\n",
+       "        </div>\n",
+       "        <script>\n",
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+       "                var content = document.getElementById(id);\n",
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+       "                    content.style.display = 'block';\n",
+       "                    arrow.innerHTML = '▼';\n",
+       "                } else {\n",
+       "                    content.style.display = 'none';\n",
+       "                    arrow.innerHTML = '►';\n",
+       "                }\n",
+       "            }\n",
+       "        </script>\n",
+       "        "
+      ],
+      "text/plain": [
+       "<IPython.core.display.HTML object>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "geospatial_standoff_scenario"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Run the job in the pipeline\n",
+    "\n",
+    "Currently ``scenario`` only supports one geospatial analysis at a time. We cannot have two geospatial jobs at the same time."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Dashboard: http://127.0.0.1:8787/status\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
+     ]
+    }
+   ],
+   "source": [
+    "geospatial_standoff_scenario.run()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Directly Access Results Attribute\n",
+    "\n",
+    "We can either view the results of the scenario pipeline using ``.viewScenario`` as shown above. The results will be displayed only if the pipeline has been run. Alternatively, we can directly view the ``results`` atribute of the scenario."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
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+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
        "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
        "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"8\" y1=\"0\" x2=\"8\" y2=\"120\" />\n",
-       "  <line x1=\"16\" y1=\"0\" x2=\"16\" y2=\"120\" />\n",
-       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
        "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
        "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >3</text>\n",
-       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-1fcb5b83-7187-4b18-b086-79827a9a23f4' class='xr-section-summary-in' type='checkbox'  ><label for='section-1fcb5b83-7187-4b18-b086-79827a9a23f4' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-255d108c-1dca-4a5c-a525-e5ea7a0efb67' class='xr-index-data-in' type='checkbox'/><label for='index-255d108c-1dca-4a5c-a525-e5ea7a0efb67' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([449212, 454915, 460611], dtype=&#x27;int64&#x27;, name=&#x27;gid&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a473981d-2e1c-40f4-a561-7354b71b7791' class='xr-index-data-in' type='checkbox'/><label for='index-a473981d-2e1c-40f4-a561-7354b71b7791' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-18198466-470e-4042-97a7-6ee3ef7e3e17' class='xr-section-summary-in' type='checkbox'  checked><label for='section-18198466-470e-4042-97a7-6ee3ef7e3e17' class='xr-section-summary' >Attributes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>full_version_record :</span></dt><dd>{&quot;rex&quot;: &quot;0.2.80&quot;, &quot;pandas&quot;: &quot;2.0.0&quot;, &quot;numpy&quot;: &quot;1.23.5&quot;, &quot;python&quot;: &quot;3.9.16 (main, Mar  8 2023, 14:00:05) \\n[GCC 11.2.0]&quot;, &quot;click&quot;: &quot;8.1.3&quot;, &quot;h5py&quot;: &quot;3.7.0&quot;, &quot;h5pyd&quot;: &quot;0.14.0&quot;, &quot;scipy&quot;: &quot;1.10.1&quot;}</dd><dt><span>package :</span></dt><dd>rex</dd><dt><span>version :</span></dt><dd>4.0.0</dd></dl></div></li></ul></div></div>\n",
-       "            </div>\n",
-       "            \n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Meta Dataframe</h3>\n",
-       "                \n",
-       "            <div id=\"meta_data\" onclick=\"toggleVisibility('content_meta_data')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_content_meta_data\" style=\"color: #b676c2;\">►</span>\n",
-       "                    Meta Data\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"content_meta_data\" style=\"display:none; margin-left: 20px; padding: 5px;\">\n",
-       "                <div>\n",
-       "<style scoped>\n",
-       "    .dataframe tbody tr th:only-of-type {\n",
-       "        vertical-align: middle;\n",
-       "    }\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
        "\n",
-       "    .dataframe tbody tr th {\n",
-       "        vertical-align: top;\n",
-       "    }\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
        "\n",
-       "    .dataframe thead th {\n",
-       "        text-align: right;\n",
-       "    }\n",
-       "</style>\n",
-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>latitude</th>\n",
-       "      <th>longitude</th>\n",
-       "      <th>altitude</th>\n",
-       "      <th>tz</th>\n",
-       "      <th>country</th>\n",
-       "      <th>state</th>\n",
-       "      <th>county</th>\n",
-       "      <th>wind_height</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>449212</th>\n",
-       "      <td>39.849998</td>\n",
-       "      <td>-106.419998</td>\n",
-       "      <td>3208</td>\n",
-       "      <td>-7</td>\n",
-       "      <td>United States</td>\n",
-       "      <td>Colorado</td>\n",
-       "      <td>Summit</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>454915</th>\n",
-       "      <td>39.849998</td>\n",
-       "      <td>-106.180000</td>\n",
-       "      <td>3156</td>\n",
-       "      <td>-7</td>\n",
-       "      <td>United States</td>\n",
-       "      <td>Colorado</td>\n",
-       "      <td>Summit</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>460611</th>\n",
-       "      <td>39.610001</td>\n",
-       "      <td>-105.940002</td>\n",
-       "      <td>3030</td>\n",
-       "      <td>-7</td>\n",
-       "      <td>United States</td>\n",
-       "      <td>Colorado</td>\n",
-       "      <td>Summit</td>\n",
-       "      <td>2</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>\n",
-       "            </div>\n",
-       "            \n",
-       "            </div>\n",
-       "        </div>\n",
-       "        <script>\n",
-       "            function toggleVisibility(id) {\n",
-       "                var content = document.getElementById(id);\n",
-       "                var arrow = document.getElementById('arrow_' + id);\n",
-       "                if (content.style.display === 'none') {\n",
-       "                    content.style.display = 'block';\n",
-       "                    arrow.innerHTML = '▼';\n",
-       "                } else {\n",
-       "                    content.style.display = 'none';\n",
-       "                    arrow.innerHTML = '►';\n",
-       "                }\n",
-       "            }\n",
-       "        </script>\n",
-       "        "
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 164B\n",
+       "Dimensions:    (latitude: 2, longitude: 3)\n",
+       "Coordinates:\n",
+       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
+       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
+       "Data variables:\n",
+       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
+       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
+       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-3237f2d8-586e-43b4-bca4-8f9a9bad4390' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3237f2d8-586e-43b4-bca4-8f9a9bad4390' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 2</li><li><span class='xr-has-index'>longitude</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-d3650d56-9bf8-40cc-aa11-d73705b097a6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-d3650d56-9bf8-40cc-aa11-d73705b097a6' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.61 39.85</div><input id='attrs-cdec57fe-b68f-4930-9de5-fcdd98ded020' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-cdec57fe-b68f-4930-9de5-fcdd98ded020' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4e26edec-0bbc-4e66-a219-11dcfd3e0eda' class='xr-var-data-in' type='checkbox'><label for='data-4e26edec-0bbc-4e66-a219-11dcfd3e0eda' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.61, 39.85], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-106.4 -106.2 -105.9</div><input id='attrs-a65b0a0e-39a9-4468-9942-9f52abc06dac' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a65b0a0e-39a9-4468-9942-9f52abc06dac' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c43cf702-ee5a-482a-bc57-38a3dea8bc53' class='xr-var-data-in' type='checkbox'><label for='data-c43cf702-ee5a-482a-bc57-38a3dea8bc53' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.18, -105.94], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0346159c-97b3-4e47-979e-6c8078f04dc9' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0346159c-97b3-4e47-979e-6c8078f04dc9' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 72.15 75.22 75.25 nan</div><input id='attrs-24ecafda-b67a-4c3c-9ce1-362977c015b7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-24ecafda-b67a-4c3c-9ce1-362977c015b7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-788ddb64-1a31-4faa-ab56-78feb1574195' class='xr-var-data-in' type='checkbox'><label for='data-788ddb64-1a31-4faa-ab56-78feb1574195' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 72.14898719],\n",
+       "       [75.22337147, 75.25265046,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 0.5751 1.432 1.421 nan</div><input id='attrs-b2a53632-fbdf-4252-a3d9-7d78bbc13098' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b2a53632-fbdf-4252-a3d9-7d78bbc13098' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c26ef3a4-b145-4ecd-96ac-4ab486424c8b' class='xr-var-data-in' type='checkbox'><label for='data-c26ef3a4-b145-4ecd-96ac-4ab486424c8b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[       nan,        nan, 0.57509802],\n",
+       "       [1.43243647, 1.42132958,        nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 46.77 48.81 48.51 nan</div><input id='attrs-b25f3af4-a12d-46a4-a4a6-3d4e5ab39fe4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b25f3af4-a12d-46a4-a4a6-3d4e5ab39fe4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-09ce9be9-09e7-41d8-8fd0-e01f81fe30a6' class='xr-var-data-in' type='checkbox'><label for='data-09ce9be9-09e7-41d8-8fd0-e01f81fe30a6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 46.76989297],\n",
+       "       [48.81362521, 48.50935599,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3bc6ce25-60f9-4c5f-8a2a-f784a380775d' class='xr-section-summary-in' type='checkbox'  ><label for='section-3bc6ce25-60f9-4c5f-8a2a-f784a380775d' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fdfd3829-6277-4950-b97a-26bab5f1c415' class='xr-index-data-in' type='checkbox'/><label for='index-fdfd3829-6277-4950-b97a-26bab5f1c415' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.61, 39.85], dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-17e5d9ac-53ea-49b0-bb20-18aebfab32b5' class='xr-index-data-in' type='checkbox'/><label for='index-17e5d9ac-53ea-49b0-bb20-18aebfab32b5' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.41999816894531, -106.18000030517578, -105.94000244140625], dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1007be42-c2cb-4d77-b325-f972447560cb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-1007be42-c2cb-4d77-b325-f972447560cb' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
-       "<IPython.core.display.HTML object>"
+       "<xarray.Dataset> Size: 164B\n",
+       "Dimensions:    (latitude: 2, longitude: 3)\n",
+       "Coordinates:\n",
+       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
+       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
+       "Data variables:\n",
+       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
+       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
+       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan"
       ]
      },
+     "execution_count": 7,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "geospatial_standoff_scenario"
+    "geospatial_standoff_scenario.results"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Cleanup\n",
+    "\n",
+    "The scenario object will store its attributes in a file the python script's current working directory. If we want to delete this file when we are done with the scenario instance we can use the ``.clean()`` method as shown below."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<function pvdeg.standards.standoff(weather_df: pandas.core.frame.DataFrame = None, meta: dict = None, weather_kwarg: dict = None, tilt: Union[float, int] = None, azimuth: Union[float, int] = None, sky_model: str = 'isotropic', temp_model: str = 'sapm', conf_0: str = 'insulated_back_glass_polymer', conf_inf: str = 'open_rack_glass_polymer', conf_0_kwarg={}, conf_inf_kwarg={}, T98: float = 70, x_0: float = 6.5, wind_factor: float = 0.33, irradiance_kwarg={}, model_kwarg={}) -> pandas.core.frame.DataFrame>"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "geospatial_standoff_scenario.func"
+    "geospatial_standoff_scenario.clean()"
    ]
   },
   {
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Run the job in the pipeline\n",
+    "## Example Geospatial Functionality\n",
+    "Many functions are supported for geospatial analysis, here are a few.\n",
+    "- ``pvdeg.standards.standoff`` \n",
+    "- ``pvdeg.humidity.module`` \n",
+    "- ``pvdeg.letid.calc_letid_outdoors``\n",
     "\n",
-    "Currently ``scenario`` only supports one geospatial analysis at a time. We cannot have two geospatial jobs at the same time."
+    "See the Geospatial Templates tutorial for an example on this."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
-     "name": "stdout",
+     "name": "stderr",
      "output_type": "stream",
      "text": [
-      "Dashboard: http://127.0.0.1:8787/status\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n",
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
+      "  warnings.warn(\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1248: UserWarning: Gids Added - [474405 474406 474407 474408 474409 474410 474411 474412 474413 474414\n",
+      " 474415 474416 474417 474418 474419 474420 474421 474422 474423 475420\n",
+      " 475421 475422 475423 475424 475425 475426 475427 475428 475429 475430\n",
+      " 475431 475432 475433 475434 475435 475436 475437 475438 476435 476436\n",
+      " 476437 476438 476439 476440 476441 476442 476443 476444 476445 476446\n",
+      " 476447 476448 476449 476450 476451 476452 476453 477451 477452 477453\n",
+      " 477454 477455 477456 477457 477458 477459 477460 477461 477462 477463\n",
+      " 477464 477465 477466 477467 478470 478471 478472 478473 478474 478475\n",
+      " 478476 478477 478478 478479 478480 478481 478482 478483 478484 478485\n",
+      " 479490 479491 479492 479493 479494 479495 479496 479497 479498 479499\n",
+      " 479500 479501 479502 479503 480513 480514 480515 480516 480517 480518\n",
+      " 480519 480520 480521 480522 480523 481534 481535 481536 481537 481538\n",
+      " 481539 481540 481542 481543 481544 482557 482558 482559 482560 482561\n",
+      " 482562 482564 482565]\n",
+      "  warnings.warn(message, UserWarning)\n",
+      "/home/tford/dev/PVDegradationTools/pvdeg/scenario.py:1635: UserWarning: module added to scenario with arguments {} using template: <xarray.Dataset> Size: 75MB\n",
+      "Dimensions:             (gid: 133, time: 17520)\n",
+      "Coordinates:\n",
+      "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
+      "  * gid                 (gid) int64 1kB 474405 474406 474407 ... 482564 482565\n",
+      "Data variables:\n",
+      "    RH_surface_outside  (gid, time) float64 19MB dask.array<chunksize=(19, 17520), meta=np.ndarray>\n",
+      "    RH_front_encap      (gid, time) float64 19MB dask.array<chunksize=(19, 17520), meta=np.ndarray>\n",
+      "    RH_back_encap       (gid, time) float64 19MB dask.array<chunksize=(19, 17520), meta=np.ndarray>\n",
+      "    RH_backsheet        (gid, time) float64 19MB dask.array<chunksize=(19, 17520), meta=np.ndarray>\n",
+      "  warnings.warn(message, UserWarning)\n"
      ]
     }
    ],
    "source": [
-    "geospatial_standoff_scenario.run()"
+    "geospatial_humidity_scenario = pvdeg.GeospatialScenario(\n",
+    "    name = 'humidity scenario',\n",
+    "    geospatial = True\n",
+    ")\n",
+    "\n",
+    "geospatial_humidity_scenario.addLocation(\n",
+    "    state = 'Colorado',\n",
+    "    county = 'Jefferson',\n",
+    "    see_added = True\n",
+    ")\n",
+    "\n",
+    "geospatial_humidity_scenario.addJob(\n",
+    "    func=pvdeg.humidity.module,\n",
+    "    see_added = True\n",
+    ")"
    ]
   },
   {
-   "cell_type": "markdown",
+   "cell_type": "code",
+   "execution_count": 10,
    "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Dashboard: http://127.0.0.1:8787/status\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.2 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.4 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.3 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.8 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.6 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.5 was used.\n"
+     ]
+    }
+   ],
    "source": [
-    "## Directly Access Results Attribute\n",
-    "\n",
-    "We can either view the results of the scenario pipeline using ``.viewScenario`` as shown above. The results will be displayed only if the pipeline has been run. Alternatively, we can directly view the ``results`` atribute of the scenario."
+    "geospatial_humidity_scenario.run()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
@@ -1413,101 +2589,226 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 164B\n",
-       "Dimensions:    (latitude: 2, longitude: 3)\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 96MB\n",
+       "Dimensions:             (latitude: 19, longitude: 9, time: 17520)\n",
        "Coordinates:\n",
-       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
-       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
+       "  * latitude            (latitude) float32 76B 39.17 39.21 39.25 ... 39.85 39.89\n",
+       "  * longitude           (longitude) float32 36B -105.4 -105.3 ... -105.1 -105.1\n",
+       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
        "Data variables:\n",
-       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
-       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
-       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d1360ab1-cff8-4470-b0a1-9932ff9c53e3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d1360ab1-cff8-4470-b0a1-9932ff9c53e3' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 2</li><li><span class='xr-has-index'>longitude</span>: 3</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-12b0979f-de34-4725-b947-c2a69a480c41' class='xr-section-summary-in' type='checkbox'  checked><label for='section-12b0979f-de34-4725-b947-c2a69a480c41' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.61 39.85</div><input id='attrs-c41b1294-9b87-4775-94a7-7b82ab90ae9e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c41b1294-9b87-4775-94a7-7b82ab90ae9e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a89e1b54-4a9b-428b-950d-4d2a46e10610' class='xr-var-data-in' type='checkbox'><label for='data-a89e1b54-4a9b-428b-950d-4d2a46e10610' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.61, 39.85], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-106.4 -106.2 -105.9</div><input id='attrs-6ed52da9-599a-4b4b-946d-e2708d4ca2c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6ed52da9-599a-4b4b-946d-e2708d4ca2c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-319c2f34-d034-4ea4-8b78-8fd24b4420c1' class='xr-var-data-in' type='checkbox'><label for='data-319c2f34-d034-4ea4-8b78-8fd24b4420c1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.18, -105.94], dtype=float32)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-024c08cf-dc77-48a7-b335-dd50ef2f5203' class='xr-section-summary-in' type='checkbox'  checked><label for='section-024c08cf-dc77-48a7-b335-dd50ef2f5203' class='xr-section-summary' >Data variables: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>x</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 0.5751 1.432 1.421 nan</div><input id='attrs-2235e58f-3f7d-4cb6-bb53-ee37a7772421' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-2235e58f-3f7d-4cb6-bb53-ee37a7772421' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-42161070-297e-4f22-99cd-294f0bcf16de' class='xr-var-data-in' type='checkbox'><label for='data-42161070-297e-4f22-99cd-294f0bcf16de' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[       nan,        nan, 0.57509802],\n",
-       "       [1.43243647, 1.42132958,        nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_0</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 72.15 75.22 75.25 nan</div><input id='attrs-487f1db8-506b-473f-942e-ed673f9e4560' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-487f1db8-506b-473f-942e-ed673f9e4560' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-68992e42-ac30-487c-8c98-d6df0280740c' class='xr-var-data-in' type='checkbox'><label for='data-68992e42-ac30-487c-8c98-d6df0280740c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 72.14898719],\n",
-       "       [75.22337147, 75.25265046,         nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>T98_inf</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan 46.77 48.81 48.51 nan</div><input id='attrs-d49ff83e-0cc4-4a7c-b77e-fc627eda0277' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d49ff83e-0cc4-4a7c-b77e-fc627eda0277' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-0120c9fc-ed8f-4cf0-a3e5-cb5ddea7585d' class='xr-var-data-in' type='checkbox'><label for='data-0120c9fc-ed8f-4cf0-a3e5-cb5ddea7585d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[        nan,         nan, 46.76989297],\n",
-       "       [48.81362521, 48.50935599,         nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6ebcab5e-5af4-46f3-9687-6b26efb5200f' class='xr-section-summary-in' type='checkbox'  ><label for='section-6ebcab5e-5af4-46f3-9687-6b26efb5200f' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-40089409-976b-4573-a1ce-70943edaaa27' class='xr-index-data-in' type='checkbox'/><label for='index-40089409-976b-4573-a1ce-70943edaaa27' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.61, 39.85], dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-07d428a4-6a7a-4f8c-add3-7467ad873b4b' class='xr-index-data-in' type='checkbox'/><label for='index-07d428a4-6a7a-4f8c-add3-7467ad873b4b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.41999816894531, -106.18000030517578, -105.94000244140625], dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-94f95795-fc9d-4e0f-96c2-16e28fb0148d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-94f95795-fc9d-4e0f-96c2-16e28fb0148d' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "    RH_backsheet        (time, latitude, longitude) float64 24MB 76.96 ... 51.74\n",
+       "    RH_back_encap       (time, latitude, longitude) float64 24MB 76.96 ... 44.67\n",
+       "    RH_front_encap      (time, latitude, longitude) float64 24MB 42.21 ... 31.69\n",
+       "    RH_surface_outside  (time, latitude, longitude) float64 24MB 76.96 ... 58.81</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-3f062eb3-95f5-45bb-840e-31876ef73dcd' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3f062eb3-95f5-45bb-840e-31876ef73dcd' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 19</li><li><span class='xr-has-index'>longitude</span>: 9</li><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-51b5f1cf-96eb-4cac-8413-3ac0dc8ab8a7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-51b5f1cf-96eb-4cac-8413-3ac0dc8ab8a7' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>39.17 39.21 39.25 ... 39.85 39.89</div><input id='attrs-6156c017-bf0d-43df-a5f3-a76933aa2dc6' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6156c017-bf0d-43df-a5f3-a76933aa2dc6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-51b984cd-10c5-49f5-8e2d-71acc8c36eae' class='xr-var-data-in' type='checkbox'><label for='data-51b984cd-10c5-49f5-8e2d-71acc8c36eae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.17, 39.21, 39.25, 39.29, 39.33, 39.37, 39.41, 39.45, 39.49, 39.53,\n",
+       "       39.57, 39.61, 39.65, 39.69, 39.73, 39.77, 39.81, 39.85, 39.89],\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-105.4 -105.3 ... -105.1 -105.1</div><input id='attrs-61756bcd-60a8-4d5a-a776-8ae00c9b36fd' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-61756bcd-60a8-4d5a-a776-8ae00c9b36fd' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d3fc902d-6e2d-4f1e-b8d8-5c1ba49048e5' class='xr-var-data-in' type='checkbox'><label for='data-d3fc902d-6e2d-4f1e-b8d8-5c1ba49048e5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-105.38, -105.34, -105.3 , -105.26, -105.22, -105.18, -105.14, -105.1 ,\n",
+       "       -105.06], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-f25e749b-d181-49c2-a3bd-dd414701f867' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f25e749b-d181-49c2-a3bd-dd414701f867' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-9f5c7020-55f0-4927-baee-1ebe68b60ece' class='xr-var-data-in' type='checkbox'><label for='data-9f5c7020-55f0-4927-baee-1ebe68b60ece' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-9ee5e9e0-7149-4b14-a4bd-ba6bba52af36' class='xr-section-summary-in' type='checkbox'  checked><label for='section-9ee5e9e0-7149-4b14-a4bd-ba6bba52af36' class='xr-section-summary' >Data variables: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>RH_backsheet</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 59.29 51.74</div><input id='attrs-93f53d89-51b8-4d7a-b1d5-799040abdad3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-93f53d89-51b8-4d7a-b1d5-799040abdad3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-64c320ca-113c-456e-b5fa-7883677bebb6' class='xr-var-data-in' type='checkbox'><label for='data-64c320ca-113c-456e-b5fa-7883677bebb6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.96      ,  72.91      ,  66.56      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 83.24      ,  74.01      ,  68.04      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 86.23      ,  85.34      ,  70.76      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        ...,\n",
+       "        [100.        , 100.        ,  88.83      , ...,  78.71      ,\n",
+       "          79.9       ,  79.72      ],\n",
+       "        [ 94.27      ,  90.54      ,  87.28      , ...,  80.69      ,\n",
+       "          81.45      ,  85.06      ],\n",
+       "        [ 95.97      ,  96.96      ,  88.05      , ...,          nan,\n",
+       "          82.67      ,  85.14      ]],\n",
+       "\n",
+       "       [[ 79.45348861,  74.8598426 ,  68.62402027, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 85.90812093,  76.39538174,  70.15793624, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 89.07312023,  88.14941618,  73.01916773, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "...\n",
+       "        [ 49.59062   ,  50.0227917 ,  46.70254838, ...,  39.44006984,\n",
+       "          36.78518844,  33.11610248],\n",
+       "        [ 47.4585508 ,  43.9817359 ,  49.17076735, ...,  50.22984071,\n",
+       "          41.23141968,  40.25821096],\n",
+       "        [ 47.4234839 ,  45.88333047,  45.84172417, ...,          nan,\n",
+       "          49.68407134,  42.76918701]],\n",
+       "\n",
+       "       [[ 51.59824858,  49.14623455,  44.67627714, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 55.34893661,  49.98657581,  43.87944548, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 55.79050637,  54.84189295,  45.52103494, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        ...,\n",
+       "        [ 66.9205857 ,  66.74338155,  57.93678068, ...,  47.11918227,\n",
+       "          47.42592057,  46.06639542],\n",
+       "        [ 60.68175659,  57.95293419,  59.42588881, ...,  59.58238022,\n",
+       "          53.96737428,  53.66990893],\n",
+       "        [ 61.70536343,  62.60085933,  58.31143013, ...,          nan,\n",
+       "          59.29238385,  51.73923589]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_back_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 53.04 44.67</div><input id='attrs-3a1b4776-9b1c-4440-910b-d3ece744fb19' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3a1b4776-9b1c-4440-910b-d3ece744fb19' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-773a1d04-2418-4a88-8670-26d9bc69c592' class='xr-var-data-in' type='checkbox'><label for='data-773a1d04-2418-4a88-8670-26d9bc69c592' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.96      ,  72.91      ,  66.56      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 83.24      ,  74.01      ,  68.04      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 86.23      ,  85.34      ,  70.76      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        ...,\n",
+       "        [100.        , 100.        ,  88.83      , ...,  78.71      ,\n",
+       "          79.9       ,  79.72      ],\n",
+       "        [ 94.27      ,  90.54      ,  87.28      , ...,  80.69      ,\n",
+       "          81.45      ,  85.06      ],\n",
+       "        [ 95.97      ,  96.96      ,  88.05      , ...,          nan,\n",
+       "          82.67      ,  85.14      ]],\n",
+       "\n",
+       "       [[ 78.28697722,  73.9496852 ,  67.68804054, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 84.68624187,  75.28076349,  69.19587248, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 87.73624046,  86.82883237,  71.96833546, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "...\n",
+       "        [ 50.88439573,  51.40681294,  46.10186458, ...,  35.90589484,\n",
+       "          34.06232731,  32.22555914],\n",
+       "        [ 47.48019026,  44.35144509,  45.61993068, ...,  48.7847531 ,\n",
+       "          41.83926857,  39.11277564],\n",
+       "        [ 48.33548743,  47.94072184,  44.7468164 , ...,          nan,\n",
+       "          48.40090851,  40.44408805]],\n",
+       "\n",
+       "       [[ 41.88172089,  38.70865218,  35.6162601 , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 44.43430352,  39.56364003,  34.57449572, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 43.95612825,  43.18835048,  36.57350631, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        ...,\n",
+       "        [ 59.25856205,  59.53474033,  51.49974911, ...,  39.44506083,\n",
+       "          38.86237549,  38.23334124],\n",
+       "        [ 53.8325386 ,  51.08416665,  50.27111957, ...,  53.295193  ,\n",
+       "          48.10693466,  45.34753707],\n",
+       "        [ 55.30389085,  56.22438186,  50.61009816, ...,          nan,\n",
+       "          53.04211979,  44.66817438]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_front_encap</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>42.21 40.38 37.98 ... 32.78 31.69</div><input id='attrs-ccce48a3-f776-4cf0-a492-0d190eba3dfa' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ccce48a3-f776-4cf0-a492-0d190eba3dfa' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-93984528-014d-40f5-9ede-279e0c493151' class='xr-var-data-in' type='checkbox'><label for='data-93984528-014d-40f5-9ede-279e0c493151' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[42.21067079, 40.37601718, 37.98324422, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [44.52176509, 40.71783507, 38.2658983 , ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [45.1271723 , 44.39353853, 38.9350482 , ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        ...,\n",
+       "        [49.76043607, 50.18874685, 45.10002181, ..., 40.05120903,\n",
+       "         40.46379893, 40.21168996],\n",
+       "        [47.68965229, 46.07159092, 44.44327462, ..., 41.04024539,\n",
+       "         40.9328189 , 41.79215484],\n",
+       "        [48.32376651, 48.48232011, 44.83114753, ...,         nan,\n",
+       "         41.17109978, 41.70459763]],\n",
+       "\n",
+       "       [[42.9215922 , 40.9374867 , 38.61020431, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [45.27954794, 41.40002697, 38.89940421, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [45.89933032, 45.15199612, 39.58300083, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "...\n",
+       "        [32.99609542, 33.28880815, 31.23675624, ..., 28.16316043,\n",
+       "         27.51018727, 25.97077769],\n",
+       "        [32.02219511, 30.51302173, 32.0693005 , ..., 30.37528683,\n",
+       "         27.85914277, 28.1752137 ],\n",
+       "        [31.95052006, 31.36665254, 30.87805043, ...,         nan,\n",
+       "         30.07191015, 28.91849909]],\n",
+       "\n",
+       "       [[35.57628458, 34.32254893, 32.18487548, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [37.47853286, 34.55622571, 32.02763626, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        [37.6502249 , 36.90758002, 32.33583162, ...,         nan,\n",
+       "                 nan,         nan],\n",
+       "        ...,\n",
+       "        [38.25379008, 38.38917312, 34.71318033, ..., 30.63236159,\n",
+       "         31.04144089, 30.48618514],\n",
+       "        [36.12765962, 34.95273543, 35.08214746, ..., 33.01207294,\n",
+       "         31.84762718, 32.3890078 ],\n",
+       "        [36.39514528, 36.62830881, 34.70506527, ...,         nan,\n",
+       "         32.78349752, 31.69382013]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>RH_surface_outside</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>76.96 72.91 66.56 ... 65.54 58.81</div><input id='attrs-17e5e636-e99f-453d-9954-369efeffb2e8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-17e5e636-e99f-453d-9954-369efeffb2e8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f364e9b1-4fb2-4ddf-8f72-4702b62803b5' class='xr-var-data-in' type='checkbox'><label for='data-f364e9b1-4fb2-4ddf-8f72-4702b62803b5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[ 76.96      ,  72.91      ,  66.56      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 83.24      ,  74.01      ,  68.04      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 86.23      ,  85.34      ,  70.76      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        ...,\n",
+       "        [100.        , 100.        ,  88.83      , ...,  78.71      ,\n",
+       "          79.9       ,  79.72      ],\n",
+       "        [ 94.27      ,  90.54      ,  87.28      , ...,  80.69      ,\n",
+       "          81.45      ,  85.06      ],\n",
+       "        [ 95.97      ,  96.96      ,  88.05      , ...,          nan,\n",
+       "          82.67      ,  85.14      ]],\n",
+       "\n",
+       "       [[ 80.62      ,  75.77      ,  69.56      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 87.13      ,  77.51      ,  71.12      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 90.41      ,  89.47      ,  74.07      , ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "...\n",
+       "        [ 48.29684427,  48.63877046,  47.30323217, ...,  42.97424484,\n",
+       "          39.50804956,  34.00664582],\n",
+       "        [ 47.43691135,  43.6120267 ,  52.72160402, ...,  51.67492832,\n",
+       "          40.62357079,  41.40364629],\n",
+       "        [ 46.51148038,  43.8259391 ,  46.93663194, ...,          nan,\n",
+       "          50.96723416,  45.09428596]],\n",
+       "\n",
+       "       [[ 61.31477627,  59.58381693,  53.73629418, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 66.26356971,  60.4095116 ,  53.18439525, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        [ 67.6248845 ,  66.49543541,  54.46856356, ...,          nan,\n",
+       "                  nan,          nan],\n",
+       "        ...,\n",
+       "        [ 74.58260936,  73.95202277,  64.37381224, ...,  54.7933037 ,\n",
+       "          55.98946564,  53.8994496 ],\n",
+       "        [ 67.53097457,  64.82170173,  68.58065805, ...,  65.86956744,\n",
+       "          59.82781391,  61.99228078],\n",
+       "        [ 68.10683602,  68.9773368 ,  66.01276209, ...,          nan,\n",
+       "          65.54264791,  58.8102974 ]]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-f007b784-dfdb-4c87-974e-db11dde8c938' class='xr-section-summary-in' type='checkbox'  ><label for='section-f007b784-dfdb-4c87-974e-db11dde8c938' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7bedfe09-bfd0-430d-b73a-5168e4267efa' class='xr-index-data-in' type='checkbox'/><label for='index-7bedfe09-bfd0-430d-b73a-5168e4267efa' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8574c5ef-5465-41b6-804f-5b156ec6a07e' class='xr-index-data-in' type='checkbox'/><label for='index-8574c5ef-5465-41b6-804f-5b156ec6a07e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([ 39.16999816894531, 39.209999084472656,              39.25,\n",
+       "       39.290000915527344,  39.33000183105469, 39.369998931884766,\n",
+       "        39.40999984741211,  39.45000076293945,   39.4900016784668,\n",
+       "       39.529998779296875,  39.56999969482422,  39.61000061035156,\n",
+       "       39.650001525878906, 39.689998626708984,  39.72999954223633,\n",
+       "        39.77000045776367, 39.810001373291016, 39.849998474121094,\n",
+       "        39.88999938964844],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-0fd5d2f8-9f9a-45ba-96a1-92dff69a25fc' class='xr-index-data-in' type='checkbox'/><label for='index-0fd5d2f8-9f9a-45ba-96a1-92dff69a25fc' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-105.37999725341797, -105.33999633789062, -105.30000305175781,\n",
+       "       -105.26000213623047, -105.22000122070312, -105.18000030517578,\n",
+       "       -105.13999938964844,  -105.0999984741211, -105.05999755859375],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-6ef578dc-9bde-4af4-bef1-de196c48d611' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-6ef578dc-9bde-4af4-bef1-de196c48d611' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
-       "<xarray.Dataset> Size: 164B\n",
-       "Dimensions:    (latitude: 2, longitude: 3)\n",
+       "<xarray.Dataset> Size: 96MB\n",
+       "Dimensions:             (latitude: 19, longitude: 9, time: 17520)\n",
        "Coordinates:\n",
-       "  * latitude   (latitude) float32 8B 39.61 39.85\n",
-       "  * longitude  (longitude) float32 12B -106.4 -106.2 -105.9\n",
+       "  * latitude            (latitude) float32 76B 39.17 39.21 39.25 ... 39.85 39.89\n",
+       "  * longitude           (longitude) float32 36B -105.4 -105.3 ... -105.1 -105.1\n",
+       "  * time                (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31...\n",
        "Data variables:\n",
-       "    x          (latitude, longitude) float64 48B nan nan 0.5751 1.432 1.421 nan\n",
-       "    T98_0      (latitude, longitude) float64 48B nan nan 72.15 75.22 75.25 nan\n",
-       "    T98_inf    (latitude, longitude) float64 48B nan nan 46.77 48.81 48.51 nan"
+       "    RH_backsheet        (time, latitude, longitude) float64 24MB 76.96 ... 51.74\n",
+       "    RH_back_encap       (time, latitude, longitude) float64 24MB 76.96 ... 44.67\n",
+       "    RH_front_encap      (time, latitude, longitude) float64 24MB 42.21 ... 31.69\n",
+       "    RH_surface_outside  (time, latitude, longitude) float64 24MB 76.96 ... 58.81"
       ]
      },
-     "execution_count": 8,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "geospatial_standoff_scenario.results"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Cleanup\n",
-    "\n",
-    "The scenario object will store its attributes in a file the python script's current working directory. If we want to delete this file when we are done with the scenario instance we can use the ``.clean()`` method as shown below."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "geospatial_standoff_scenario.clean()"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "## Example Geospatial Functionality\n",
-    "Many functions are supported for geospatial analysis, here are a few.\n",
-    "- ``pvdeg.standards.standoff`` \n",
-    "- ``pvdeg.humidity.module`` \n",
-    "- ``pvdeg.letid.calc_letid_outdoors``\n",
-    "\n",
-    "See the Geospatial Templates tutorial for an example on this."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "geospatial_humidity_scenario = pvdeg.GeospatialScenario(\n",
-    "    name = 'humidity scenario',\n",
-    "    geospatial = True\n",
-    ")\n",
-    "\n",
-    "geospatial_humidity_scenario.addLocation(\n",
-    "    state = 'Colorado',\n",
-    "    county = 'Jefferson',\n",
-    "    see_added = True\n",
-    ")\n",
-    "\n",
-    "geospatial_humidity_scenario.addJob(\n",
-    "    func=pvdeg.humidity.module,\n",
-    "    see_added = True\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "geospatial_humidity_scenario.run()"
+    "geospatial_humidity_scenario.results"
    ]
   },
   {
@@ -1515,9 +2816,7 @@
    "execution_count": null,
    "metadata": {},
    "outputs": [],
-   "source": [
-    "geospatial_humidity_scenario.results"
-   ]
+   "source": []
   }
  ],
  "metadata": {

From 7e8dd1951e3af826341c69019ad3a48898caf394 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Mon, 11 Nov 2024 19:27:20 -0700
Subject: [PATCH 067/109] NSRDB, PVGIS details, home page sketch

---
 docs/source/PVDeg-Flow.svg                    |  10 +++
 docs/source/index.rst                         |  18 ++++--
 docs/source/user_guide/index.rst              |   1 +
 .../data_flow_chart.png                       | Bin 0 -> 35404 bytes
 .../nsrdb_global_coverage.jpg                 | Bin 0 -> 4988904 bytes
 .../meteorological-data-details/pvgis-52.png  | Bin 0 -> 267292 bytes
 .../meteorological-data-details/pvgis-53.png  | Bin 0 -> 72672 bytes
 .../source/user_guide/meteorological-data.rst |  58 ++++++++++++++++++
 8 files changed, 83 insertions(+), 4 deletions(-)
 create mode 100644 docs/source/PVDeg-Flow.svg
 create mode 100644 docs/source/user_guide/meteorological-data-details/data_flow_chart.png
 create mode 100644 docs/source/user_guide/meteorological-data-details/nsrdb_global_coverage.jpg
 create mode 100644 docs/source/user_guide/meteorological-data-details/pvgis-52.png
 create mode 100644 docs/source/user_guide/meteorological-data-details/pvgis-53.png
 create mode 100644 docs/source/user_guide/meteorological-data.rst

diff --git a/docs/source/PVDeg-Flow.svg b/docs/source/PVDeg-Flow.svg
new file mode 100644
index 00000000..c5469dca
--- /dev/null
+++ b/docs/source/PVDeg-Flow.svg
@@ -0,0 +1,10 @@
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BIgAESACRIAIEAEiQASIABEgAgUESFBXHg71K6gL9iXbXCy2iwV2ZQ50BhEgAkSACBABIkAEiAARIAJEgAiQoK5qDNSNoOYW6ecv4Xjvm+Be3gUWar5VSKH1utQm4FVhoZOJABEgAkSACBABIkAEiAARIAIbmwBZqCv3f/0I6lL7x84lJlvkDl7CQv3jH/+4Mg06gwgQASJABIgAESACRIAIEAEisAEJfP3rX1/UahLUlQdCXQnq+eawBGXfwY6ctXoZMdRMaH/jG9+oTIrOIAJEgAgQASJABIgAESACRIAIrEMCP/zhD0GCuraOrT9BPbdn4t63U8jlJ1tOlm8S1LUNHCpFBIgAESACRIAIEAEiQASIwPogQIK69n6sH0Gd3//2FbzNt84qOuaE9jsAnjue206rMhgS1JUZ0RlEgAgQASJABIgAESACRIAIrF8CJKhr79v6EdS1t3HJkiSoVwksVUsEiAARIAJEgAgQASJABIhAXRCoK0GdN7QCmMupVQj55GsOPP/d7CevLPBqXp2u2JCCujhBGcVQr87golqJABEgAkSACBABIkAEiAARWPsE6kdQs1xab+EF7rHcjzde3ImffK3AO/nka3gNrxeEBq8++w0pqAuxkoV69QcZXYEIEAEiQASIABEgAkSACBCBtUugXgT1ot2dCrZS7p4T2C+/U10I8HJ7hQQ1Zfle7hii8kSACBABIkAEiAARIAJEgAjUMYG6FdQ8j9Z1vDpnse7v70Z3N7NiP4/vPnccvW++hO5V7hcS1CSoV3mIUfVEgAgQASJABIgAESACRIAIrGUC90pQfyWTyWPITE1Vj4THT1/C8dz2yQss1IXVZd3Br79auDNU9ZezUoIENQlqK+OEziECRIAIEAEiQASIABEgAkRgnRKoG0ENoDDpGO+OEonJ2MfMPfxb+B7efGl1bdQbUlBTUrJ1+iSgZhEBIkAEiAARIAJEgAgQASJQNYFygrqvuanqupYqsGV8YgXrY67d38GOnLW6qGYmqL+/5c1VT1C2IQV1IWtKSraCY5qqIgJEgAgQASJABIgAESACRKDuCJQT1HJT44q2JTNRg5t3qTvgsdMvY2/ZbbFO4rUX+/BNiqFe0f4rWRkJ6tVnTFcgAkSACBABIkAEiAARIAJEYO0SqBtBnd+D+hW8zRORFRxzIvsd/lGJ71cJP1moKYZ6lYYWVUsEiAARIAJEgAgQASJABIhAPRCoG0G9BmFuSEFNMdRrcCTSLREBIkAEiAARIAJEgAgQASJwXwiQoK4d+4YU1IW4yOW79sFDJYkAESACRIAIEAEiQASIABGofwIkqGvvQxLU5PJd++ihkkSACKx7An9+vHLykGCjjE09SlkWe/Y7YbML654VNZAIEAEiQASIQL0SIEFde8+RoCZBXfvooZJEYI0QuHIhBTVt4O5tDTNTmWXdFa9LNXkd3/2zzmXVtZYKP7P/+lq6nfy9NISYGLctIcYdsNnmxfhvv7yy2UbXJBS6KSJABIgAESAC95gACeragZOgJkFd++ihkkTgHhAYHdYwOqQhGjMxNQOkIeHuMGAKAk78cAjJ6PIE9Eo04b0LO1aimlWtY60K6uU2uh7YL7eNVJ4IEAEiQASIwGoTIEFdO+H6EtT5NOkAnjuO3gX7irGNvZ/Hd/lXvXjzpe6yVCgpWe0DhkoSgZUkEIsa8HjFBVX+1/9zCoIsYSisYDYhIqaKuHK7tLuw1w082J5E/6kJaGljJW+t6rqsCrtqhG1xnZXKLnUPlcpW3eAKBXxNNjTtC5U9y0yoyCS0kt/PjiQRmVAt3ZJV7pYqo5OIABEgAkSACGxQAiSoa+/4OhLUWcEMvnl3P954cSd+8rWccM7+//qr899l/64MhpKSVWZEZxCBWgmc+zTBizI3ak01cfe2iukpHZMTOkSfAzavDaZdwXRaQTQpQA5ocPs0iC4dSUFFXNN5eftkELevlY/RbQ0BDd6sm7bLZsIhLLRaZyAikpYwHRXQ2WjAnkyUFHO5+6nU3v/2R56yp/yb342V/S6uy0hnVieWOKMLuH630p1X/n6/bRwTd7L9Vuux5dEQLkx5EI3XWkP5coV9nTvrJ8ftK38hqpEIEAEiQASIwAYiQIK69s6uM0H9HezofRPM+Nz/xov4Fr6XtUSzTby/BXwvZ7Fmluy3XkDKgqImQV374KGSRIAReOu/RzA2rGF6KsNjmFksMxPQ7HB6ZTT1uGFrcEITZS5qp+KAr1mD068BNh0zegoRTUdc17hLd7njcJcHM1f9GB+R7jn4a2+Vj/EtvpldL1izrN7zRlS4oN0GPNwUwe1Pp/mZil2s2urP+jt0qA2f9N77PlopntX09Updk+ohAkSACBABInC/CZCgrr0H6khQAydfc+D5S8zVewu+/2IfvjknoJm43nn91XkBXSywl+BDgrr2wUMl1y+B6UkmjlUwl+xbvWmepCsnkq9cSEJNmyjnavtvfjeO6bQM3a7DkA04Q2nooo5IRkXYVOH26XAHMjAlHTNI43Y0joiagc8m42FXEy6eU6CW0aR2RcDhFj9uf+ZBNLLQVXylemMpQVWvYtkKGyao3U4Bu/1RiDYRmZiGO5/PgLluF7pfM6Et20Qeu14sutm5d9ztSNfZmgKJaCsjhM4hAkSACBCB9UyABHXtvVtXghrIuna//M4reDv1OnIe3SUF9c7reLXgnHKISFDXPnio5Poj8PVn+8DEdO5o3e6BzZm1NsouBYIrZ6kVuGhmhzOkIS1kuJv2j37fWgZm95+8WxZeh8eOHrUZFy6Vd40OeSTsdgVw4VfuZXXCRhXP5aAxUW1TwF21n9gUQ1RxI5YSMBsTsKtdw7VhBTbFxEwE2NdjYCwsIuQ1YJsJIzaZhidkx7lI0LKgtttN7Hw8yr0UcodPtkEyyli4NRHJcGnX/0xGWDIsoLDNJKCX9bPJFy4V3iDoOtSZFP78L1tW5iJUCxEgAkSACNwTAiSoa8dcX4L65Gt4Da/jm30vYufLwPEC9+9KFuriRGSFyL7xjW/UTpBKEoF1QOBrL6fzrSiVAMzrM9C6KbPITdvVoMLpNiAw120xiYSZgd2VhMtp4L0Xni1L5rETP8XkQADDs+UTiR1o9AODPtwesBZz3B5Q0DAn/osvHJDt+P9+r2nZPfXiq+Xjo6ut3BVKIxv1vfJHziOgsGbGYOC8F7NT1iz7LOFbNTHQDX4B02HrLereqiEcmkL/9OqZs0f+ZNvKw6UasdKeGrTAQYOKCBABInD/CdSVoC5MVP3K20VhvtYTVa8U9foR1MyNu8DqvMAqTTHUKzUeqB4iACYaC920JzUVgYaFbtphMwGPS4fHp3HX7VkzjqF0BONqsiRB89d+Z8Hnwt/9KRyihMfdm3H5pg3RVHkh9nRTEwauOJeMry7XbSstqNq+fbNuR8hTzY3LtuivVOMPHIvi9Pgs0pp1AW7l2ivd31auWU/n/OZ/nUJisnQCt9G7suUwimIBXIvAJhFdTyOH7pUIEIGNQKB+BDUTzG/hBe6JvHKJqpfTx3UmqH+Cr5W0SlOW7+UMAipLBEoRePyHnyEmx+BxmHB6NGiSipiRwtnoWNXAigU1q4CJanY025zYK3Xh1LXyllMr8dXFN7WS4mrn799EZBUyVlcNssYCe9scSN9ovC8J3QpvuWNTBuamaVwdm3fxrrFJJYutZJ+v5H2tpbqqXRRi4RWt3sVu9u/8b51rqVl0L0SACBABIrBMAvUiqBeF+jJr9Xd2ZLdTXoaRdTn46kdQs1YWmvexMI6aZ/re+TLesbAPdSEwiqFezvChshuBwNZ3/oo3M6arSJsG0noGKUPnQrjD7ssj6EvNIqzNu46zL0pZpssx2+L0oyXZgfP95d3AWXz1lkwT0ql5N/C+O8KiJGZWhFUlYdHSJCAYzN6LzQaMu2bQJDuQGnHiRpl9sdfieHi6tQHnPyi/zde9uuf9T8Txycx0TVbpgwd1zDrKu9t7BAWKno3p//m/3HOvmlS316k09tnvp9I55Rpv5bdXt+DoxokAESAC65hA3QrqAi/mzctIVL2crq0vQb2clpYpS4J6FaBSlRuGQGFysYd6RMTdU/j8ma8vaH/OEp370CEKSBnlXX0f8bYhOhLE3anywnopwPFvL47dZtb2SsdwIomJpLV43s1eJ3qkAAZv2zA2sXy35e09JqTy22xXunX+/bXrC2PNWUb0roANbXYnjLiMwVuOBfHTzFrs8hm4ccn6lmCWbqTESXsOJfFxeKLq4j430H4gik8ml9hPba7WUv1e9QU3WIFi0Vwohq0IahLPG2zAUHOJABFY1wTulaDWtswnvxVOh6tnyg2sl/K5tLjBdc5CjVKC2mKi6upvZL7EhhTUxQnKKCnZcoYQlSUCiwkUi+jCM451Grg5a0NUNRFW9bL4nvFtwZUb9iXjq1lhq0Jqqczi9dyHzGrfOtO8pNWcietDnkbEIwomhyVsPhSFYIi4cMJbU9NZkrpqti0LNBoYbRmqyjr9wG4DN23jlhc5rI6Dmhq8gQqRkN5AnU1NJQJEgAgUEKgbQc2dlh14/rsFNz+XmGw5WykvZzBsSEFdCIws1MsZPlSWCJQmsJSgPtQkY1S5CFt0P1yyiUsz8yuVxbX5FTselrsXxVcvRzyttLBuD4jY1JpBMikv6a6+WmPlWKgFn39UOtFU4TUf2+SFZhi4M5tCNG3gIVcIty46kE4LYO7YaXsaM1f9UBQTnm0RDJ8JQE0L2HU4Gzw+LSTgDvshKgYknwo9YsOVM04wcc0EemzYheHbMq+v1LHz2Wl8MlA5SzqzSncfSOBXk5PLQracMbKsC9dp4cN/cAsDI5W9LcgqXacdTLe9agT+2RfuIDKhoqHdgR+/tWnVrkMVE4HVJlBOUJtP+Ff00sKvarBKl70DlqDsO9gxl2OLhwB/C/gei6dmZZj1+q0XirKAr2hzeGUkqH/8Y5CFeuUHFtW4cQmUE9PM1TvkkjCZ0IHQKWyzdyAx24N2r47ZpLiksGbx1ZulZg71l88+tyJwqxHWW1skOJV5scGym6NAN97Rx9GXDGcTrNnbcXfQvuSWYCvSgLlKnvG347NPs/HDpY6c6/fArLrAQny4ywN12AtvWxIfDM7C5xDhcUiIpXREUga2NdnRbnPh/aF5d2t2DvuOHSxZ1ZagE4PRNIZnNbBtyzq9dthNGRfey8bWN7fpPBFazy4N5/SRis1mru93fWOWrdKFFe5qlzDrG+T9kDtKJcOreBMb/ISlEvCRmN7gg4Oav4AAy27PthdsawQmw/PbBtptQLogeogy2tPAqRcCdSeo5/Jn7X07hdeP5ijXnqh6Of1EgpoE9XLGD5VdJQJPn/w53j/65VWqfXG1lcRlNda+coI65+rd4QF0+wjOxHvxuHsv1EQIZ8wTOOLag6HpZgzGylusV0MgPfTejxcBWWoLMKudstcTQkgN4eqAUNFt3WqdheexOO62RCMuX7W2r3TxNZigjqqZshm3mXhO62ZVbtpMvLOtsLg1fMyNWd8MFFFAQjOW3G+aJX3beyiNE5PVZZCvZlzWwnijlyl0/yYxXf+jodidny2aTXzUwhtGos96/xZvE8e8dBqadExPSHC6Tb6I2L1VQ0YTYHOZUBMCJsck2OympVAZ6gvrfUFnriyBuhHU+STVRQmq85q6tkTVy6FJgpoE9XLGD5WtQGDv/34TTU0m3vv29iXPdP7s/8E2VxCKICEID0xNQTwu4vRXj913xqXE9noUMku5qdfaCVu8CobjBna7Q5aqSBgaeuPT+XOZy/tBoQef3FhY/IlQCL1nXIuym1u6yNxJOfFbTZnVOJdZpacaJnEnWnoP86WueWibgEF5mFulGetbz/zb1bhFqpMI1A2BL//lFZ4fIR6WskK5KFlhcUP2pNvxyx+46qZ9q3mjVvIHPNXciNE+Bxqaswu/ekMsH0bDkkCORzVsCtpwaSSFpzoDGEkn+YIiO9jiYlzVMRnL5g7pbrDBa59fEPUqCuTrQEukAAAgAElEQVS53Qp+9PuNq9lUqpsIlCRQN4J6DfbfhhTUlJRsDY7EdXRLv/Y3FwFPAlGkAEmH4FDRr03xFqqmjoDswMVnf2NBi0uJVrb3cg/zJwOQ1HXEMxqmkhpSumE5EddqYGX3+vD+JD4I9+NZ71Zc18Yw8KX/aTUuVZd1Fgpz5ub+aLuOm0YvtijdGJz2oy+qWW7Xk+IefH57YbbzB4Je+CLZeKZK1mlm+e3uMNfsNl8H9hv4IDVomQc78UC3CNkfx4XEKCBkcKDJwLQ4gEvJO3BIEpJH/qKq+uhkIlBPBCp5ExW35UCyC7cHBGxUD4Pu/+UmWhoF+AI6f16y0BS/XeKeOT1dJtAZgQwBXsOxAF1iRoGuIf/sZNb8Zocd12eyOSXcNol73bDkiXanic8/l9DVJsDtNfKLGKz+ZFLC6KSBhx5LYeKOEw6HAacbuHBJAMsXEclWV/bYqP1WT7/J9XSvJKhr780NKagLcVFSstoHD5VcSOAL772NIWMGM1oyvz+zR3RA0W1IxhTMxFB2K6gmpw3tLieCggOGYEAzDUR0FZdnogsushYsw4ff+1t8Gh3Bs84dGBInF1hUi8dEoYu28NE3uIu3AgfC5gzOJW7x05kIginigPgEJqSr6EvPu/122hoRkgM4++B/rtvhxtpdeOx1bkaD0YXzE+KSWc4f9bXj9g3/Andx5ubtlmWMp9LY5vZiJJ1At9GAs2ez1qjCg030EEzixhn3sizZqwme7S99Mj5U8RJsSzbJk8DV1BjG1SQeb5Nhc04jYx/AhHwNcTMO1VTRI23Dqc0/qlgfnUAE6oVAoYDe1CjCbBlFQ7wVE2EsytOwFt4P94PrF//0OiRJgOxN48TUeP4WnrR1YWhIwKbNOkaUMJSBxgWJ99iCY8vBmUXv2VwFj4UaoY64uKhua5DQ0KJxUd4YBLr2JPl7+uPJ7GL5MU8HPlfHoOoGHvO2wBRMfB7PJlbcjzZIisGfdc92BjEWz2BWU7FdCeJOJoxGmx2j6SRC9nlRbxdEuPT5ZJM//5d77gdauuYGI0CCuvYOJ0FNLt+1jx4qWZZAsRWhcKLT+Kcn8EDAx1fE9aQM2W7AlDOYMJJlX+xraaLELLDPOHZhVpnB2ejSMa9MFJ6KDOPJdhEfqu/DL7vwoPwQTqY+zLM72ubByZEYHKKCQ/JjOJP5GClj3oprPv7DdTPSisV1PoZ8YnHc+EFvC3ovBSu2/YFoN5raMkjERG4ZaWkS4NsWRlTPIHG5oaIFpOIFSpzAJpRTlbeGrlg1r6djGBF1YftDHhFb2gxojjg+iw0jZehg2eEdrlmY9mG4XTPISGN4N34V++2d2GLz4afRK+iU2zCw5VTF69IJRGAtE2DvCOaJVHgwMd3WnsJ7kT7+8Wrkk1jLTMrd2+M//Ay3o3EuZIuZsS0FNyWb+PZ7PW43MvYUbk5oaHU5EJgN8udluWfQ4VAQE1e98HlMNLRlYEo60rM2iMEUPpuZ5oL54Las6/apa1m3bZa8Mug1cObmfAJLtgtEV4uBzGQAGZhwNs0grSRx84YH7LF3cGcGd4eU/OKI17Ew58ZaevfX4/ige66OAAnq6ngVnk2CmgR17aOHSlZNgAntA41+3P4467K77/Hs9kDr5aVZ6O581LcZIkScu2rHTMdVdHpkDDpOYKejA4HMdtwWzmJcC6PT4cZgKs6TkjmMhgVim08c15Ggzg2Yg3dexDWtF4eVx/D+sIZjjsdxYnA+lu4JXxfspg1nr9mQzpTfyoh5NjBLNbOSMGvK5UiYW0Nkt4ahPjvGJkywGOVITOR/lzuYpUYtyErLzmOfbdlsVozBLFVnqfoKz9u/14TpS+JiZBY9bQacHg1wTUB3TEEXkkghhkaHCElKIS5NwyWYGMEoFDGDLgXQhHFc1z5Hi9SJjLEd7bKJjxLTGNpyvurfJBUgAmuFwJf++gJipobzU/OZ6vd2ikj4x3EpNkkiuqCjSrm+s0WHmbjJvXqYV0suXObhxgCcUS9/5jhMCfHWYcwIEZ6vhL2f2kY70d2j47I+gcZgBkGvjpFhF7dAD8XSJYcHX+AIGRiZFOE13PA7BUTEGEZngcnYwsUQFqZybSj7/N2zO4ZfRQb4jhAPONrwcawfj8rb83ky9u+L4ONjv75WhiTdxwYjQIK69g7fkIKaYqhrHzDrsSR7Mef2Ep6dtSPeMASXqMAuSBi51YhNTje8YPtgKLiBSf6CZS9o26wHkVkJgZ44fvFb+9cjGmrTKhJ4YvBZtEp2jKuNQKIDKdUFm9qGj0bmrbUshnoyUj5UoNTtsRjrJrihSRnYNBsG7yhLimlWx0NHVHx+2pavjgli+94xhCaaefxluaM4BpDFEDJrOYsnzIlylgaAWbOZ5bxjewppVwSGPwzROYmMfQYOxyxS9gF+vi4moApTkMU0muU4rmqfLLh0p7wVg5lbaJCaMa2P4xqLgaSDCKwDAo//4Q3InVF8NjWbbw2zVu7ansSJY/90HbRw5ZpQLo6cbZ03NJ0Vs81+EbfGdLAFCW8oBoczDAgmYtEGnIzc4fk/Lt+0cfG9I+BBfyyOgzsysDnjmB4L4NLgvCi2ywIe3Gri3C2BL3CyOsXgLIZvB7CpCVBsBjRVhMNu4uId8DqZME6bOia0OAZTMTyGPTjfb+DwdsB0pHA6NoBup5+HTD3ibcMnz3x15QBRTUSgRgIkqGsER/tQAxRDXfvgWW8ln/rZCXh9MbwXGcLj7s2IjvlgsxlosiuIaiZ8DgNpHVBtUUh2DfbBzcikZQy4R/kexTdGTf6yXWvW5l//xYf4DH1o8+hoEz0YMWLoj6nYYmu5JyvhgX/4M7B4sEgmhZRhkpWl6IfzyFAAPuMLuDQegM10YXB4d/4MtvVWM4I4dVkCs4iMhbNjrNLB3BX1EQ9sDrNi4rJcXUwc92w1cP6CyJPrhFozUFMCT7gTnRHh8prIeJJIDLi4yM5ZoZnLpMshcPdFl8OApyuJ1IiTxx0yEd3ZoyIlq7iRmsG2zWkMicNw+vvg907iKk5jXJ9CuxyAXVDQpvjwUeIWd+OG9DnSZmpBU+2CA93yHjiERhimiMupWVxTR7ird4f2ME7t/L8roaHvicCaI3Dkb08gkgQyOuDtnOKhNCxcZqNbKpk7N8srwrbTY4sLDS4Jbc0qTFOEaovjylVP/nnIMv5HHdNIjjTy52THzglu1S8+2DN1IB3FztTW/Ds7dw57xra0J2AIJqSkE5mMiLh7Ci7BxkNPHvF2ImakoJk6bDMtGPf2c7HMn9OCH2lBhQwJQwMutIdM6M4YJvU4+pNhhGxOfm6nw1MyMemaG5R0QxuSAAnq2rt9Q1qoC3GRoK598Kynkkf/4T2kUgIcDhPn0Yc9ngAUexR9syIm1Th2eULwRlvgCk3iRjwGmFkLHMva3WnzwWU68W701poSi7lV/K4943wV/NluDWrKB6/gRHS8FW6ngXhSxAdfWdmtudjkMOeiyNzaWBKp3JGL+3vi0x8goQzkE5Ox71kCMs5USGDs4T9bT8OrYlu+OPQlJOPbMZUy0ZbZs8D9m22d9bCjE7qg4/Zt1yJ3QlY5c/c+OzODR51t3G1xIpn132YxhK0zzfC2qUjPKHlxbTUG+uFHstby98LDeCbQhiFEcTeawOGGRkiqglRMhK4LPBuupGS36GGJxgSHhpnBbEKd886s9ZlNVkeCt9DjN3AO7+FYmwsntHf4d8/7XPAKTUiz5GJI4I52jX9OFuiKQ4dOIAJ1R+Arf3EVEVsCCTGJq6Mqf7bc1mfRZnfBlrAh5kngs/Gs2zuz6Io2nS9ey/YMYmGFu1W77FnPHeZd1tGVQHTKDVk0+bsnpIZwdUCA2XVnwfuH7brQbvehSwlCVB3cqjzrGueLlrMzNkxGTHT1RLlLdk745kQ5K8sWhHPhOEw8s/PY8zmspfF0h4BrxgW0KyF4BC8k04mTd7PzhJ0BBY1OE6ptBBlz3gOJnQfNB0k0EBZH4DfacHJu0wO/TconrWRbAsJ3BVN6FD22NkT0WD55Z7PdiR6pB0omhA8OfbOqscAWu9nB7p8dW5x+bJaacUcfR6PsIqt5VTTXx8kkqGvvRxLUFENd++hZJyX3ffADhNwqTg1L6PY60BSY4C3TTBWSIOKj+CU8iGcQSQNdfg3nxuzY4WjAiD6FkMvE2ccX73177G8/QiQwgmDGjxk5jKvxSTzoaeEJupjIHHvhJUv0WEwycwdLTTTgwm8ctVSm2B3u6dYGpLzTkJ1pKN4BmPEmjI8H0RpKI+69BXFyF9790rOW6l7qJLaX9m5vAFej0/DJDj6RyU02ckL66GfHkdYlnM6cQJPdiwlmKXB0oF8dBwSWVEYHS1IWFyYxOt2IgYf+32XfVz1U8MLobsDoxrAWR1DbByW1FWMzXlyamZ98sSRlU3caSwrqXBtZfD7bAubybGRRgh42af3sE4VblvcdyOCzT+WSaFjMdSolcgu16VIxqiWhCAJPmMe2crNLItK6sSiRWK4yhyTmr81ivHPinn3P4hovSrfQ5dFxSTqBoy1+nNT/Hr/m3YO/i15Bj9KEvp4z9dBldI9EoGYCz//jCZy/bWL03z5Tcx31XJC9ox7dZUBNy7g7AXQ0AsFYiGfoPrITEBQNmpjh1uCg6QNMICrGEDHSaJcCPO65szHr0s0OlsSwcXPWsr/T3YC4rmKH0I7PMv1cLObEcI4Zey89ENKh2NjiuIIUwpiNtMCrmLDJyIfd7A3KGE+a8CgihuMZ2GURPT6RLwiy40n3g4jFg2htHEDMTODD6eFs4k37HsQRhWybRVB24h8m7uBp90Pc4+Z04grPF3JNvQOv6ERI3Y9r0xl0t/ehRWrBdMQHnwNIaAICjjQmhWFo0R4EHCbs9gj6pnzYGsggLk3gbuYumu12XIrMolnxAzMPYjyl8/Ye6UrilnYbUSOJ2cP/jd9vYY4T9n8m2h9oFBaEGR1plaHrwKUpkyeDdIgStrmCaBQ9+PSiA8wTAKoNJ//ZE/U8BOneyxAgQV370CBBTYK69tGzDkp+ofc1DKkzaHObkOM7ANWPSakfsiDjTLyXt5BvcyQ24Lx6BT3aY/xlWipR1hfe+UcklBjOxUZ4ObaazV7uzDrMRHTDdA/f8sQfaYUzmMDYsAuN7VEM9PkQTRs40GNiRBmH1xXBmbmsz4f1PQiIDkRVE3ZvEoIIS+L3sRM/xaAaQbctiGDajwQ0DAw7sMlvQ6ZhAi45A8kRwaCahJBugAxx2avRbGHC7R2HXW9EWpriEwc24fiw35O33D915vsYFnr56voT7n1Q4MSVMSeam/pxMz0En+TiicpyRynOB6/8ezSYbUglmnHZ/AT22Ucw9qV/V9ej8X8YfQGz5k0eH7xDeQhnEwo26w/jTlTlCduOug8hHPdiMmbHVluIT2yqPXgCM7UZaiDGE/TMuGeRuB5EU5MJKZSAQ7PjxpWsyGZ7o7I9VKemBfj3zvAtXmy3W7hrN4uRPpUcWSTYK90Pi0NkMYqX9D70tIxBt4/xuMYP0x/woszNe7vdCxNRXNY+AnPvPt85791QqX76ngjUA4Gv//Q83hqYwrHGZpyaneS/IyYImcX16jdW1luoGh6H/+AWmjs17o3CFuYw6EOybYZ7pDwcbICSsuPnL+2spsqy5zJBzSzPJ9RrPFnlDn0LtIkGHj/+5A4Rmj0F3T0EV2wzNMc0RElFXIjzsJLRJDAYy3CXeBbDzBKAMe+X6VAvgpIfmqGjL5l9h7CdAdi79FD3BO6OtWJ3SMetKRe2Oxoh+27hln4bfakJbLG3wCd5uMfUQW8HfPomXl7PKEgpY3wuwAQrE9MOexIakhAEE7Lhg2AKODuVRpfTxYVtbqtHQY7DbU/jw4kZPOjuwbWBTjzUNQMbXLg77UZfVOPC91BXFGl5GlOpNDbJ3TBNiSdmnI0E0OCLoE/r5/cyqE7xxWdvejtv09FOLEjgyYT8LhyGU1ah2BNIIoYPwzd5WbabhJ4OIW3LeoWxHTWOOA4hLkyDZYhhwnszHsCHwwYeDCnceBDTDC7O2cFENRPXuYMt7n7+zNdXZCxUWwmbZ7Hjo3R2283OmZ08Q/paC7Wrtl1r5XwS1LX3RB0J6n688eJOvJz1EMwezx1H75svoZv/5yReczyP7/KPe/HmS9lPSx2UlKz2AbOeSj7f+5/Qr46i0RvGR+pHeDT9Ek7dbsbT3QlEzPACd2TW7lLiLvDpv8LDzj24zuJfdTd/kTMRHZLcsOsOxCIKtMAU9PEm2DUnpM4heODCxRsKnxwwEc0SlFy74cQD21TcyUxisxxCQkjianIKXklBRyCFibCbfw5DRDKuwOnM4JfPfdFSdzAXbJsC3LHdhduRRu+shmaHxFfd2Uudubax2K7lbsPy6Cc/QDqTTWCVW8FnL3I2gXjvwO/yz9kKOVv1Z9bJ54IPwNQVwDGCfxwfw5HGIE6X2IuJTVDYKns4k+B7Vh8JeTAQM9CqPozPx3QcaTcxGlN4u3g//drvWOKy1k46MOhcEDPMEnDB2IIxTYQMBQGzBXdn7egSt2J0sp0nzmPxgszt0erxRCiEix+5+OnMEs3inJmL9uSoDF9A50n2go1Gfj9XNrFm8e9DqQTcsgJV13EnWr3IZQl6Bo1xdDSMI+gfhdd1HRFzAJ1w4Ip+G0FpE3SjHT5RQwTD3P37uvYpAmIIY/qcDyS5gFvtZjpvDRJ4+uTPMaTOYrPYjFNXJC6omUWWLTTt6hAwE7t/gppt07Wz0QlfJAiJZdzXBUA0MIM07FM+xKMiLnv7V0y0sHwl7PjQuML/ZQnCmAs1i1M+3CIjrYxgYqYFPhY14roLu9oFh8y2rkoAahDRWACNkgMXe108aZvmHsRd4SJCcoC7W8u6C0lxFucHG3GkM4PTqTN4SHoCN3EWmzIH4bLpGMR1vrDL3jtp+10M60NolzrgRxM01QlF0QBDwsmxMLa4vRhOJdDdPIymzC7IchpJIYKhaT863Lb8e2uvL8BFNTv8ig1hTeXvrMONXqRj7YibCf7dQGYU222diOpJ9KaGuAhngjl3PBgIQnaNIBVrzdfHdsOY1FLci+vJpiAMZRofDQt4PBTER5Pzexiy6yJ4Bg/Kh3FuAmh12DCaSuEBv5ufx9rSF4/mr5W7z52uNvSnJhdsWclEOnvvsuOIfAynR7MeU2wHj3uVKK/r3R9wi7ymy/h8zMThNgORtIxzkxr3gHvSF0LKPotfjSZgl2xotbmhD7fyXATueCNingm4BRvid9swk1ax1xaCqqiUSLbMM5IEde0vj/oR1CffwBubX0JeJ/e/gdfefRav8w+yYvv6qym8frTw78pgKIa6MqP1fMZTN/49rosfwybY0Jp6DE0Ome8xuTtgA6Q0zIwDGXkGCcRwdvObeRS5/YTZy3KfpwP25GaEnCkk5FmMJ3V4Mh0YnvFiOB3jK7ssNqnDFoDLsCMqxCFAhGGfwkBSxfbMNp5ghcVjsfgsjyMNwzWI86PO/Aoxu/BT/m4oug2XtH54RCfE0Q7c+B+tWzScPzvOrebsKHSBKxagTPQ+3ibj8pSJ2ResWX4f+fgHOGNmJ0mlDuYyz16AuWsjdAq7HJugKCloQgLDcQM2QeaTCsYUpoiHnDu5uz2zHqhmJj/hYBMAttBgMz1okhoRjzZz1+ic+9rdKDCZ0JH8yst1NXS/OnoE08YwF5CblV18IWLSGOTZrNn/ryfdcMcPw6d34qP+AG8bGy+RcV/e9dFKg48FWzGBOG5F4jjiaIOuiZiZEiHLBk/Cw1y9T6eyFmhm1WbHUi7eVq756F4N07ZBTDrOYEejBqd9CGPGx4ga894I+5Rj+GVsDE+5u9GbeWtBtV4xu82cXwzBKzRiSHXgk00nrVyaziECa4YAe7Yyy+qFiz4e+8ssa+xgWaPdwRRu3Xag/yXrz/SVahgTuMP2IWyRmiELIqbGXNA0Ca2KE6kJB9JJINw8icv/6jF+SZZzxJcKIGGfhSkaMCFgcGK+PcwtWPLEgKQbp3vBQ0XSho5tu6cxosaxQ2lBFAl4gkNIaza+MMreTcwSetAfQlKaRirlRosYgJl08vwmbGE6lzGbxSQrgokON5A2RMSUIUxnZrlAPuTeiVSkDQ7fCDLKOL9fl4ysQAZ4OBGLVT4zmc6LxUPtKZxRP8vjfNC2H3JqE6Kajrj7HP98q7iHb+c3G21Ar/0fsFPZht6RFrAY5nEGiGUWtzvRFRqFW+sG5DjfEpH3ry+Am/EoF8NPNwcgyCmMRm1QBBGCYUezR8WZqTgX4Pwdyd6BAN8SkcVea7qIuzEVUd/HeFB6HKMxEQGbhKG4mhf0hxqCcDuy1nNmIPCLXvTIPfk2sYUC6HbohoiUMoK7U0HsbjQxhWH41K24GU0hklHxUEsGo2EfVM2GLUo3Ny4kjVRe+G9WuqDGm9EWHMVPd//+Sg3BBfUwEe2WBQR8Y3wRolFow9VxG2xwAg2fwi06+P2wuQHrcyb8u9KH+TyAJYhjR9AmQrDFMB1zoUn0YQZRiFPN+Th5bcaL01+997+1VQG2gpXWlaA++RoczzMzarGBNfvRydccyH39yttMH64gqBJV1Y+gLrr5/jdew7vPvp4V2P1v4MVvAd/LWasZ5LdeQMoCPRLUqzvA6ql24Xo3HIIdqYlD/LYr7X/M4oHfT3/AH+Y56+lTngeQzsh4P/45r4OtPLdq++Cxq3zFXE+04kbYRFgrEJcAX1lN6xkcwk7M+q8j4JvFmeRlPOo8CFO38ZfgnYjIXzLMEsus4Mx1XAlG8eGxF6vCzCZ1pay4z/3yF1ADtzAWl9Hk0vn1AgrQpG/Cu8deqHiNXHzWsU4DN41ebJV3YCpqh2YK6I9k8GiHiZszMtSMiT0tSZyIf4KdmWegua9AFWIIOWywS4BusgkFMJzIwKfImEzpGExF8tdnezbfNW9BDe/mrvDpjMEnY0xQsyOszrumsYUBXRnn7ue5o1K/VmzofTrh2NAXIaibMRkJ4VJ/1iWRTUAPSztw5uZ85m+WDbejQcS14XkOVm6ZxT4/5m2BobGJiI7P45PomurAwIiJhocnarJMF173kX0pjIpD6JXfQ3PLNbTKTrTZp3kCMrZg4JnzNdIxk98uK5eUjLnEj2RUNMphvsjQIjyEmcRmnNh63ErT6BwisOYI5HJdMAs181Saso3jYmz6nnvY/NPTfwPJkBBzDUIc34uP0jfwhLIbk9MKDCmzYLEu51b71Pk/hAwbbOEdmNCzYtKfDkK0a5hBDB7Rgc8uOMEW0u7oYwiEu6EGx3jWbSZ4nILC46GdjZcxPNqDoOKCJkbRFUwhnHBgMmVi0v0B9upHYVdbcCk1jH0hE0g3wNScuKEOo90jwqE1YiajoiHeimn/LbT6E/A4IkjY70LLyBCVGD4ZBZ4MbkYUk4B9Atczl/CQsxMRPY2ILqMVW7nb9qw4zD2B3Ahg0LyBBxwe2GBHnxaFaPghpdswq+pcyLJ31I1oHAeaTLyvnsAx5TncjUh8Qd5uj0FRRhDWPJgON8ElSdzKzERyuxzCLr8dt5Kz6I1GeFz1mD7GxSFnOGfVZv8+GMouZt6aMbG1QcfpMY1bugfjOlTd4ELacAyhVTEgw4Vz6ZuwCzIaZBffjpEt1TRLAqYMAz+OXMUjjs1oFjoxoxtccOeOLckX0GCX+TvXZfpxTnqL77yw17YbbUI7nLZxyNBxbnwTYqqI3bbtcDgiSCUbceLBb5f9Xe279Du4ZPt5/vsn7U/BSPs5u1nbNTgFF+cdNcNo1HblFzxYAZvuwycz0+hxOyELEhrFBtwY7kCrx+Tl3a5pvBu5gAddW/OehIzZI75OZOKtODuu4GCzhiv6ZeyTDsKWaIMkqTA0O+KGiNOxftglmS8UJ79izWiw5h4gq3RD9SOos17J4EI5a0j9ydcKvJNPvobX8Pqqi+jCbqhTQd2PN157F8++nnX37n/jRey8/uq8gC4W2EsMvPUkqL/82V9gXO7jrXXLQFgYh56xwWs2IWEmYYcdAYT4y0PQ2P6HUdx6ZnFCrVX6na7bap+481t8RbfQjaq4sSxmKST7uBXWJTpxaaCTu13vbonz2NjbYZEXYe5KTmc06+YGO8/cyWK4onoMrVIbTg84satBxu2IgYNtSWRSfnw4llyRSVjOMs0FrZzBuXEJra7sfTFBzI5KVl8WI31xUkCXW0CjN80FNVs1ZsIWtknc1bLx5eyYzERwQHwCE9LVfMbS3KSC/ctc1JhVQROiuDxhR4/bjWtRlmwrKxRzq9PspcpYpRMt8LujPB5sq9KDqYgHje4MbhlXEUju48ll0gbgtQl1acFmbf7no89gNN0BeerRBZnA2QJL8m7rkgnLavkBsv3WXXEPJLfK3VNrPZho2LlnBrZAH+y+G4grN+AUsvHaE+YHlmKl2YKXU7DhoLMLZ5MDeBhfwgfb7882WUwMUcxebaOBWZ9CDmFRMscvn/9T/PxAfYZr1EYiW2r/j07ihutaPkaVZXRmoTjsWO3wlWMf/HfopgGvI43BO21oaUpB89/CwJSfu6bfHVa4FZ0ttu0P+vHebx3k9/XQez9GGNPwBe+iLbWfJ5QUMzYMCdltqhq0DiTDLkyEAZ9LgNQ0Aq8ehBq3Q5RMDE8K2LznJjRBhTS7nW8LyKzadkcaqr+PZ7o+2p2CrrkQUyUe0+uSTciSgKTjOkYzM3ybvf1NAozYJmRUPyL2KzgXngJzjXYrEpySxC3TiQyzkLPdO96HV/TAIwIdig+/nMuR8jXvHlxJz6Bfm0KLHEBAaIUiRuCVnBhSNcRntmBLg4oIppGJdcHhGcWlMXf+PcQSKwqiBlMwIBgKTMHESe1tMCu3HU7YMyFurZbCBzEcdsPJHnuuu9zq22RsxURC4gvYomBiWhyA2xXG+dkI2ugOINgAACAASURBVB3Z0By2qOy3GwhLg/ChAYJpxy3zAgYzIzzvRJviRcrM4K46i0bbTbSLjRCFUH5Rki1WjmTuwC3YMW2Esd/2JQxpGpolO8b1NN+mkI9Deyd22h1IYRYSz6oiYzRj51Z0r9GFM9o5tIqdXATb1Dbotgn4RSc8kBEVp/BO4uyinwET8WkzgwvpQb61oWqqXKxbOY4qz+OqcQY9mcfgsGkYiAjwmc2wO2YRd9yAI7UVGQM4N5t1d2eC2i5K3FtgpyeAoNCMU9HrYAvwyYyNx49PTndxo0SrL4VbmeuYHN2DQ60CH2MsMVy7W+aiPSLfwcWDf2DlNtfdOfUlqL+DHb1vcsMq04Hfwvfmwn3nQ4QrhQCvZAfWp6Be4O5dRlDvvI5XU6+jkoW/ngX1sXN/gilzBJeSd7ICwxlEp9KB9yOXsNPrQ6tX5Q/4KyxTsGFDRE/w+Bi2UspECbOeBiQvXwFkLlCpjAyHLbt9AhMxLrsGIdGOXzxEonulfnTMVZzFFbPV/U8G3NyyyoR1LvkHuw5LYNZh9yFhaDyh2Re9W6G4Z5DRbZB1GRPiOOAewo30AE9CwvRlxjnAY8c+OPB7Nd/q0fPf4WVz8eNHHU8CUopnQRUMgWdBZy8cK4swzAXc7UzzcrMpOxe6rJ540r7ANZwlWYkbKe7OzeLG2OFRgDPTWeHMXOUGHO8jbGRjvvzhZ/JucbmGshcpcyfMCW3GV9ED0KRZXE738YlXsxzkv5MnbU/nJ2hs0sri5Zk3wVqyWrMttBLCee7qXep4QHkc1ycPQI4czLvRs/OY+/fYgBdOu8CtSrntZFh8fjRVee/qmgfOEgVz1reb4iA6Wu5A95+DX4nBEK4iZUb5BC93WN0iiwlrduxVv8wtP2up71aD4Xqp89j5/wsmDP7cY88Rdqimic0+AxfNU2i02dGAdr6t0LXUXTxqe4RbmHZL+3DioY0ntFe731889SOMJRV4vLOQNT9+dSbA93p+YLMOU8lAMCQkxDiafBEkZzpw6aaCkX/3NL8ttiiyOyDAnm5AxDYOnxFEXJrBZfMMFzRfDj6ISDyIWLQBymx2O0RXQwxnk0NIZ4DNbgdG0im+8DqbdKDNYUPSewHNM8/gkjoIiCoivo+w29UOr7YJ5ydEPNis47R6GiGbLe/mzNynrwmnuEh72nYMGdUD2KZx17iNUOphBBwZbnl2qZtgkzNIijO4rd/kIV5MkDZLjXmB97hrK0a0rCfUbnsLBrQMvPDg81EXQooDUV3DvoAbd6TPsFXYj3OTajbHSUMYt6e8sAki97LyuWJIIIr+qSa02CXIngGcUy/gkPEVnJmeyVuhS/Uvi+dmC9pMKLJ6PtE+RspM49e9e/BZcho9SjsCcgp31AgXqWx3hEbRRNRM445+lofQPKscwrvaGbAwmWZpEwYzNxbk5shd99dtT+KXmYtwCd4FeSrKjTuW08ON7TgZH0CX3ACfLHNRLgkmVEzgRop5HSQxnJnFP/dtw5lkGGlTw2ZbY16077K1YSwTwYwR5wJ+i82Hn0av8Pa9HbuJpKkiKLr598xlnb33Wb8yLwDmYs+8CfghZBDGBJ+rtAoduJy5iF36Ue4Cz6z5J9Vf4qjtC9xF32EG4NS9SEpR3Jqyc3fxNmaKkzL8eWRmnDDkKCb0CcyY02gWW/JzapaIbpuf7Xk+gmi0GV5Fwqe77s8i7mo/D3L114+gnnPpvsRyaW3B91/swzfzObX60d/fje7uudxaC/JtrR7JuhTUC9y9LVqoixORFSL9xje+sXqEV7hm5kbDYnEONfhwfdbALnF/3u24MX6EJ/FIui/A6x+C2wzxB8/VKQHtTkd+Je9ouwPnJgxu8WMW7LupKNJmmid7YlvYsAdRPOXkD/WQFMRowsg/YFhzmIBh1kP2gmLZLVk9Z/esnYfMsTv/GgF7GIIwyFdpW6ROtEi78aOWX6xwb5SuLnBzb14AsjOYO9jZScbbCY/WjVlMI+SdwcisD5ukbmTSAbw3mn2RH92kQxB0nunT1GVcmxLhETyAoGNb8zTOaRf5hIWtwrPsz+xgbmPIuOFKdiI87eUC+4LSyy0e1Vg4WJZuZlVmB9tGhCV0YRlIP4yf44svLAuorKRwot9WVb3FlNiiArPYd9uagdgONPonuIvX2cw57jrPXmJjj2RdeXOx6uzvJztEfND9lws+Z7FvzGWMWRFU08AOnwMXZ9I4KD/IX5jsXtmCBXMxz0BFzIzyhQe21Qmz8ntDl9DhAdKpAJLSBF+NX6si7V+M7MK5TDbzfKv+EvTwLp5BPXfktihjLpWaafDFGHYw63UHGnH2uox0prSw3toiWYrDZtl0Z+JmRYHOJuZ7uk18rN7AoVYTF40z/FnU0zQFFzzc5bDQIqKbs2AOjlczfWALBiPGTWhmGqqZRre8BwocuJkGn0Syw9yRzXxLx9okcOz2/8wFR1o3YZ99nIdhPNkuAkoEZwa82R0QAgra/HGcSp5dkAiJv2NkF99vl2UkpgWT1eljlqzSDMwg5J9CSkjDpoYwHDfRZgahBCZwdcZAXyKGQy0iLk0IOOLpWpCIaus7fwXFGUWnN42MKWYzUxuzfIGeJexSDDeawk/jvUgfjrX4YCoRpMRp6IKO6el2bHI5MZU24LebSDnuICqOIIR2TM608XEhQUDGcw1TkSCPoWXvw4g0jMnMbD6fRs4azWKa99l3ocHo5lZNtyiiMX2EC9hH/B0IOtNI26/gZPwGD+s6oDyIdKIJGcPETfs/ctGaO5gldZN2GG3+6+hNAW74cC1zhccuX9A/5Kc5RQUNYhtuan0ISG4cdmzHdfUufGIQveoAP+dB4Sn+7+nJGHyhy/xvT+yRkp5sLMnYh+bPsnHZWjYzN9tC8GGXC5eSKrbag1CEaUgIcvHan7nCRfIjyl7sF3zIwIYwvEiY4/iFdpqX3yJ1olEM4FPtEv97s9jKhfa/tj3NMrggAzbHGIUsNeKCGeHn5Q5W7249AdWMYVru4XXuVZ7Hu7G7XOwesj3M37u7nTGoSMJmduCT5DBfiGAx+E5B4P9/zNXGLe+aOQsdGaSNcfTPJZm0G4/z53lOZAelUD6jOYvd7sIu6GICExEPWj0GwsIIt/izRZXHbY/zdwgre02d93rL3T8r/7DLgavJFC6p8+8KJs6Zhf/0eBI+0ZM3MrGFfeZ2z2LgPaILfskDp+8O9zxsD8QhGS6YQpov2LB5b0aKI2aG4dc7cW46iQNBF05u+9PV+aEuUWvh/Iidxn4Py91q9F4J6szm+ZA05a9iNbLLWaJfwdtlDajV5dWq8UZ4sToU1AvdvXkrNkgMNdsuiL0AxtNpNDcOQU5kV+tY3CmL2xENB3c3SqkKWlwxfJD+lLs4PeJqwF01iQbZievpSdzWmKuOF92KH1EjDc2UF7nitMsB/jD8++gtdCuN/KHFHvAPObMJH9hDfSrjx830LF/hZauKXUqQ77nIv9cBwfRjk02AijhMkyUVkvGT9qwgWqnjheEXEDVUtMk2hIQkuiFChwkHsj/WKCS8kzk35+r0HKYyMn7Z8ff5y//G6Bfws+hd7kYalOxwCilM6BJ/8bKHL1tpdsGLk5v/3NItb739NBDZDdV7nq+As+OI7Qgc8CCOWeixzfCjGSciF7hwbFdCcAlOKKYXA3pf3vWZCU7mTcCsxCy75WWcQlhL8Zghn96OPvMKNiltGJ1u4vtjbusYQEAMYHiiFX7Jza9b67YWhXtVsi00ZMFEVBN4Epib4eUl+8q9AAqzhzIObCU7bWhIPmqNM394fZRdCMslhWEvE2ZFyCV2yXUYe1kGRD9PbjKgjfOJOmM4GGHj3sS2xgRu6tfYJin5RQpWdi1O5P9w7Cg+N8ZwU92Ku5Od2CPvhKZ68kl9yg1SlpU1OuVGIKhyq1N8PGhJQBfXt+WBSb4facTMxk36BCcSZhouwY5RPcL3f21ziRBtCTjsMe5+X5i9lllg7JLJrUppU80vPH3BvZPHNF5KD3MrBXv+HHS240YqjJDQzS0QzFpBQtrSY+ienHT0zm/jkzGDT0yDkic/IWX74sqZRm5lZs+w3ME9R+DAaNjLXS6ZF9RoZmJBuAc7l+1Dz5IusczEzAKYWzhcq7/JewJ7lS7CXLe9nllcwxl02APoG97MY5UN30V41B6kVRffQSGeMeE2fbj2hX+Rv5NHr30bTpvK5xynx9I8iaSoNUCSNf4uY1tAzcbd/P1hc01yb6F94iFcN8/z5z07DkgPQ5TTPE+IAANXJhX++a6WKN+m0i5md40ICg3o8OmI62xPaRFjyqfwoB0uScf7yXM46t6Oq+kpjGeyi4jPe3YjroVwZlTA4RYRkUR24fGa8g6OKE/ydzF3WzaBiVQ2Vwc7mEV7JOpAuzeDlNyLW9r0AhflYgHHrNos/CQoubhlNncwUd4hbuKi3e/UuAs4+ywkNiFpsk0sNT7n2iT2QIeOOCK4pF7N5nAx0zy05XFXD38muiTmRt6LkLgJArzoy5zEryuP4pSeFd7tYnZOFhBc+ChzGc/IB+CFgLczVxE2I/gnymHcMsZw2xjFF+UDENXzSM15BjlEP1y2g4A+gmmtF03KXqjGLML6IPxSJy5Jbr6Iy6zdt5LtXEyzY2f6n2DU+SEX5vud7QhKUTwmOPCxMYitYisGjSmMGTP8+nvl/QhAyAv9HCO2LeIW6RjYSBjXEnwuyvuoQCAzyzWLBfeaQUxiGp8k7uKL3i40wMCAOQYdGqKZNnQrIm5kznCLfFpv5e78bEzYYcP7iZs4YO9BiyLi76LZXCpMkH8+JuNAwAfJPo0pcxyj+hh/x7BFDfa3XcjGsLP5LTMymdC5pTx3sL4KRY/CFuzNLwTkrOtssdgj2flizC86f7pKv17g0Tu/gTSy72I2rvoz2cWcXcpOXNN6+Vhi7WkS23B90g6PLPMFHealmjzyFyXvq64E9Vyc9Df7XsTOl4Hjc+7fxQ1b6A6+at1Rh4Kaiefvb8GbCxKOrf8s38zNka26xaa386QW7xs/zz982fAodF1isTvsx8VWOo/JL3CXJ+ZyxB4A7CHBHhqsrtz+hixWhT3wcweb3HpFCYpoIKILfCubXyUmsc/RBrcg4FRyGF1yK09G0iVsw1X9XP6lw66xw9aEbnsKhtkMh2BCEBIwTJ1bndqEh3C5KINvKVdP143teNqdXTC4o2fvzSU48KJyBH3mFLYIjfBCRwrZRFTssMEEy5+dho4GI4YJ9Rz8jqOYhYafqR+hQfRjk9iaf0EUZhjerRyGYbL9mIGbagQxQ0KX8QAGxMtImWHuthTT0+jXwjggP8ytnb/a/NdL/jJzrqnsJCbOZ4RR3FBv44j4BYTTIndtzmXbzGUJZaKQHYXW50GzDz6bgIwhwJ3YDzXlAXzX0KcO4wHhMBRlfnWdJXTJZdOuxjpdriHHLv8fOB3t4xm52d7cLDGL3R7hiVScogNnH/zPVT+ddp3/Nnr7d4MlLzulfopt9g7uAZFbRCi0UFupvDDj+oGWNLcmPCDv41uK5A6W+TW3r/gR1x4urtm+10ecB5AyExjKjCHg0Pli1TbjCGySihOpj9acqP5f+wWk7UdwSrWjf2JbPrssaxOLIc/1fTluz/i24PPkEPY6m6Gk3EgkRbicBnRnErIpISPokNNOnpk3d7A9crd1a1yIn4uNLdiPNHcOyxp/pCsJyTEBm2sIU0YELrMBt4wr2Cbs5RYr9uJnzyE2sWQul2xCmVt0Kne/TwpfuW9x0lbG3kY8h+WMYL8tNimziwp2KVt40j+2HU+Tf4a7v+aeZ4V82O+aJaua0qP57MqFW/iw+tgEN27PxnQygcEmvpFYkHuNsDAmtsWhzfDh1ER2Kx/mqcX2+S0+1uJi2GqNlWM3vg1x5hEuXsOZFN+6kSUr7Hb6ETcS6PKI8DXcwVs7/1PJW2CWau/mG9x74Jd9TrAYbrZI+2hXGk5bHOFYEyIpGU7BgU+enPfme+b8H0FFArpjCKeFn+VDMNhF2IIpWyBlz9eT8TP8ukddjyGMcfiFIJSMD9fCBv5/9t47yLLrPg/8zk0v9uvXOUx3T0/3hJ6ECRhgBoMwAChQjDJFigo0d71asSxL2vJaVdotrau25N1y7W7Zf7hslWVpLUvWlov2WiJNSyTBCAzyzGAiJsfu6ZzD65duPKvv9/q+6UYGCJDiCuef6em+774bz/mFL/Q1AC/7x0WcchO9n6lA3XAXZeeuFJ4ZW7BAQ9rPU1kmo0k0wEaoSvjzQi2hlO8zGrDdaUG7ncZSWFsPHX8A8yUHlqEwX4kw7q5IsSYe00uN8HWAHmzHhfCMPJNxofdwdyBQ4TFcw+5UCQnksIppZHQ/vr6WlDFhY6KbV3vgGCUobQv/mIPXhSKL7Oiym8344Wp1Wn7m2GTl8Wq1RtWLB5NzjhFvAUfSWVz27wmH8ff3OU+hCUWY2seASmKm+iKarAEsBXck+XX1KlIGRdruoD15FP9uTXhspzWAh5DDipFDEyL5XJ81gNHgDiyVRIPZLZ1ojtIazajZ3oEpI4/T4TVpRmw2ezDt92E+LKLd6EMu6EU2+yJM2HUniv32XkHQsRvOOJOJ9TP+WYnZIu88cs5uhKid/7/3ngOPayZa2ED7aVFP1OHh8sxktqHTGEezasA8cnjNfwbtZju2m3twJThT/yz3RXQT+eGABnSIxdBE3jRQwaQcp6nbcccrSAzHGJhJr0HVcJ1CVjXCipLwVEk630fxGdFvWTIui9DbRLCMrMrghj8hzaNjmc2Y8MuoRCmZp+LB452OfrjhvrJwsNXajE3I44qex3iw5p9tPIUJv4DtiSZcrM5Jo+v1I07Q366QTLHSVtOSJhefU74jq6UtIl7X2+hDaQO39CWhKVydN2UOFmV0Ct81p4T/HxjVOvrvrRJq71drsekHNZw/rRVn3vdgLriO2vsGLa11O+bf/nDgrz50gbKfug71W14Yubi/AdpUvxcSOqHgv73thTrE9H3f3A/xg713jqDDbEHGDNDg9+OCviDCGg1GAvNhCcthGdutPbD9NqkOcxAew+CVlbVQeTJZLFcSKKQuSiLNBDzuEFF98bR3qg572u1swWVvGJ1WMx5MdeKmW8V0MIPd9kFJPgL4sm+OuELLn5/KbsV86NYVJkM1i2kvi06niBt+TfX69ePLzjGM6BW4CLBXNYOMymeDCxsmWUJAbwVn8cv2ERTcE7KLTOIwEvAxW7236DQkH8e0LqJbZXAmGpMJvT0qA0YO3wgu1JNpfp6QptvhGKASaFMHYakCoHN4eo3H82bHykpfi2oHvGbcMl8RWNlUUJDFg0iAZtPEmF8L7o5mNuObXU/Xd0N7LnpXcsJmRTquKtLKgpD8LdkkTux4a9j8o3e/XLtHc4d+rEnegZf/LbJOiKpvIJleRhUVBKVuOa8gdw4X99yDOXHbXGYFz+37nbd9Gwaf/bfwAhNO80X0Wr2YDqfqKqfxB99vQPzwjd/Cy/imKJQ2BwMoB0pgf+zsF8KifJ9wwlWIW3O03WpCLjePk/7LONicFWuSHxUy9SFOBfjfZ55ASdk4VdiG47MbEwkRaZvY9oF9PYPyvZl2vLpaQ1rEkPL4C/h/mWv8WgC7p3ccVtNFDCZ9XFor0DHAifS9wkaolQQ17EawS0UUzNlKDTXDwcJT5Gc/SqI/sLv4we2I6JuecA+en60lDeKVa1DvYAkxZJK/Z2J8sCknASkVijnyqk3+jfU++DMTZI675ZIk0sPFqsyDTM44YmRP6Kek8EhbI643o15Z0DhlXUZONSIfdUuXNOa0eqFVt+Djd1zb+4cf3EX4MewpFm3LJQLx2w1CjUxuGmZyHoXZPYISOrZjFKEzBa/aiHSyCHidcEsdeHa01mnlu3ufvwPZrknAXsUlnEbB96QTuzOXxvFtv7/hTJ48/h3MRQX41grshmEszw1hWztRJguoeLVA2kxN4wfb/68Nn9t74XdRDlxsSbfgYvkudjUZOD59z+OYhT4mFJ6xgvPlERzusIX7ynuG5b2YV5PIqDSGZ9uQtQ10Ns/BN4oIdAgdORj2x4Qmwm7bZ3M1C6hE1ICpqICzlRr9g11TdnQ/neuSwr2pMnjN+z7us5/Est+C74/VronYVZkBwsCGZQYoGnOYjiaxujAkqKbHu9IoqlqHO+l34Uahiu2tLl50X8DB5Fb0OUUR6mpEgFWVQBCx+17FRX+jXSTt/24HJ2CqBHrMHWKF+Ig5IF3irMphFqFAtnfYj8GPDFD2s6omwFLBQpjCkn4JXVY/0sjDgIlL/ktyDQnxZrxUcmuQ7l32ELpUHq8FtcLCVDguCbZjb8a3/MuYijZqcDDRPWJuRUoXMeuerm1rtiFQSSwhi3x4G7bRiKpKIqFryc6MciQpLusqyKGe8zpww5vDQft+bEotyHWOB//OZJGNi5+3duPlaBp7goV6Nzzejsk6u+H895TyJRFmB5xcblvvlCTYUBHKkYlAa0Egtlulusgatw21iyPWHlwNRzecJ+O69dD12G6x3zwAFwU4aJN9X/dfQMbI1XVKeoynEEYJlHSAFtWG71RqloxMkJsMGwkV4kK1IArqfhRis2NAo7b+FXFXLC277By67QCBdjFItfVgGhHjG92EXrUCHxH+g3fP6pHXi4PXjPd3rLpFjmmr1YdbwaigGRhnExXRYWdx050TPZg7W06DrhfxWKZSuQ6wGJSRpDVauU9sSHfau1By7mC0UsDOZhMsIPUn2mE6yxh1l6RIyaR6W1tB5tZ/2f5P8A/zv4qfroT66/j8OlGyDeLU9Sv0HP6XDfzqDVPYB/qfn7qE+gM9ewBMqP9u/zflwQIMgdWSLzp2aOOC80F/77vZ39BYLRBlQlkF1YsvyqRWpphPOCsdW3aEmRSy81sJWlAO0pJMx3CPx4xPS0Br2hWc8l/AnkS3qC62Wo2o6qqIcGzDQygbSzC0iRk9LnCXFrNZ7J6m7YtYDBexK9kux8KXlpAcQqpMY1KOaYdVe7lj79hmsx05HECPsYhNqqZUmQnpIVnj6HQkDuMOwnrim4CN0WhaEvrd1tb6hPj3nMcxRg6PXsVBqSQGqJqtWK1uXMAIU1oKbiHQVYEslaNZZO3tUonl4MT959FdfMk+BB8W/sw7LpP+ekEkbsfzeKF0V5LhtPJwPXgZberRuhoou/0UNRmLrgu867MNB/B86ZYk0/3mVlz2z6LDymF3Mo8R10RD1IVz84Es1u8nQUyd/G/Ajis7Plsbkig4t7G82CvCJz8uzvrec/8YvvZFjXTZ5CTfjoqbFjjvgnkLrekQlfn7cWFW48GuCOO4gR5rEwqlxjeo+PIa3/fsV9Gs8niuUKvOs7PZ3XUD3VYXGFpIMnXoH7yb1+Mdt8m/+t+JiAytt6crAXrDfUDoQDvLCLwcXp4KsKfJwlhJI2FAFNepKktI4t8EIaTHb/8GGtMjGPc9JKCwqGqVb6IpZguH8PL8vYSac9aA2oXnJ3484mMM2Gk7wmSa9zDm2sdcQKJc0uYCVqJZghvRYfQL/09rhWdLdxFxrl0TmvsIxv2Oj/JPdANCu6lwnPX7RJ+AnTwOUi3u76gF3mW3CdXAQDJREV/b9V0bFm+zRlaS38JKt3RMtVkWLmNDYhFnqzexXT2AqaKFzrQSHY94EPrPbp2PqnT9cujGXHkrInsWXc4CKlFG5mwWlK/NpUXPoze3iIKaw/TiVrEmkqCxISOaIJVqGtcO/vP3dD0fvvB/iDvBBxETpE78PbFCjHnj7NrvcnYAoYXALMN384gyd5BOLwKRCaUiROXNsNMT+GHwTfys/TlUV7bCtEp4eYSCSSZmk+cw5AzK3GkaEcaWkujxtsByAqhNLyJITOHqItE3FSl20Nt4rOxhe6YJqcwsVktNyPm0jjJQUUtIqSzmC2l051ehc5cReS1YCVykUytvoD4NXvh19GAbXDeH5eR5+BFQ9DVm/ZrYYIy46m9w6s8OCzFN6bIkzBzF1W60JGzMRBOSCOxubICvSmhNrWI+jGqw7ZYGQeVxPJTch0TYjuP+96UxcDTDz46g5G/FQILYsQrCqFsSMVM7GJ7rRWfaQTV5W5ShkzoLpCeEA8tO66mFVREdIyqM92NLzkDJ18gnlNhulatZZOwIr+nnxG6r3SxhEYtwkJb5bWaNExw/VEyO8kYr2o2t8quJ6IrEa11GOzab/bgRjaDJ6JDYibES/8YYT5LpoALHuiziYpznV/WCJFyM9Ri/xDEN9zto70CHapGOapfZg9DqRJMOBZ34p9FdbDa7cdToRBAuYMVsQ6v2cVov45DKY5RxUTAMR2Wlo03oN0fC2Q8jGINtNmPRu4SM0Yr/oMflOK+VW6R4wWJ1XrWiKzGFRX0XK9F8XQyNJQ8m6/FoTxza8H/+nl3xJmsrbhi1QsftcBI9ZjvmEOC7hTK+kNspBVkWJgKUMR5el772FvNhDEen8Zi5HXmYYEpb9q/hgpmVpHy/tQP3qwZoHSDUFRTNDozqRSRgYUEXZBsOqp4vhFPYYh3Ga15NV4fFF1c7SCgPAyqLV8KzyBpNco94P7dbR6CUI7H0sr5V7zLzO7MqBQcWeql189fHyfiS94tFiI/bh5FwT4LNngI8dOoQf7zGcY+vEZN+Rx/EJtvCS6UZoTqNeQWBjFOBnVRLNs147Rl3B7qWQHPE8Th/Juq0WbVierEFg40Wri6iXljk36k3k6RVWZjBctXCfNkQUeKysSA2bF9p+wR+r/cLPz0JNU9qvQ811vGo1zVYsf7372nmf+8b/61MqF8vUPbPj/5HDAfD2GJtwfBcC3qtbuGFkd816S++J17ne78Fb/6Jg+MpbDc3CzyZkxkFekTB0fkkzodn3lIBeK/zKKIoA75urHxec5ewN5nBRKDl5fyF3MCGiionl1a9E/Pq0FG5/gAAIABJREFUqsCZptfgUny5v1kYFtj1gj4h380klP3v3dYeWLqEVpUFnQTPRbR4stFvtKExnMP39BI+aQ0hFYxjMpxEydmHPmXTBRJh9UU0Jx9H6N8Sng4ncvJ5TlvteMzaKRfjtWgMvaoNGe8C2sxudKlmnPXvTdJvdsVYba1EC2INsRIVYKkEGsxeSeIJh/q2WpUO9UFtY8RIijhHPDgpHjLasAQDL4Z3sBzNo8s4JvB2Xg9CtWLuUKw8yYW829wkFhKT0W1JsAnPyZtpqVTaYR9KlcyPrAgpSXU+V+/aPJx4CPP6LnJGHn5xQOw0fhQvXsKl2V1SK3swVQ2w/MlfE24yOzupqAXQhkDvKMihwjSgTYTWClSYw6v+SzjU2IE510UbegE/h9PhS9inHsXJ6eANwmXkZq/vcjIp605k4TWdEJ4t4Z+39/3RB/UK1fdD6P2DiQPwVwfQpntwxR3GVnsQ89EsylEFWxsa8PyNLhzuCYT712zlMe0zSKhgf3sEH5V3hPd/0Ae9ni7ABXXAaUa/OSfBx6DZjTndidGlgbrQIL+fSTVtQCj49FaDXt3rfbrfzXG/2WdYiKCFTWO6ivMeOZEu9nSUkLELIojGd4bvArvQfDc+SprfzZX+m7fNkeu/hZML9wo3TzYPyHsxVS1gV6uH0eh6XdmXR895kcNSoVCE5gJfNDouutQoAL7YOITT5QVB9nw21y8dLgaUfeZumEiiENn4bvEehPL1V4T732rugKkitCdW8EJpVuhG8Xzcn9CY8FeFi99n9YkqMGG7ESroxz4cn6oVA+RY14kfvt2V/+T5P8J3yrXOUqxhwcLh7fv/xdveMKr1n65M4sn0fgx7K7JWsPNZ9GtWP090J1BGCWlk8MpMIEkd7Z5YBIh1IR7J7Bf14RazCZEzh6r2kPO3SKeUSfjxcUOQIez80xGBgqVDiX6cH+3Czw5WpGi1FK6iK1eEZxRQLjeL9SCT6hZvD8ZwXShDVC+mD/FcNURDwyx6nTRKehnfK12Uc+TattsZwgt9X99wzkOv/Sam3apwnZvMRnRkqzCMEJFRlYLJqnkbs/MDkqzyXCaDKXEf8UITDQ5lsQBlGGhK38SIa8izkrMqomFCSG5LtBvFcjMS2XFc9M9jd7IdS4HGVe+OHNPedK0bPuZ21FEunC/jeUfmRatL4K7kaHvCCTeFj01O7CQ9tQB05VewstqM5iSwWAWW02dRigrYmewUfZZYjIv7JpqG3z2UXqjHYTutT2zoVvOZ7jIHpSPajFX0q0Z8OzyDx82DOKcnkEK3FBcJH/9i4w5U9YJ0rdmZpsUVu9Hrx685R7HonkWLsw8zax3qPnsHHlB5KH8Cd6xOTBgmVnzar61gb/JJLOsCurWJXh3iL/zT9UR2nHo3is4i99B9jJEYj8VQcP4/srfiSjSFeQSSQK7698lczhjoY5leLEZn0WE0SYz6FecRRFERT0eT2Gn2oSdcrEPRuV8m/EPmAFZ0GR2ETutp3PZrvCJSmJ4LLsi5J3Q/SrhZT1jja/Ap5zAmo2WJ0xZcnksCDdYWofWZyUfwfHBRGjKftw/DiVbk9zvtPahY7fh995l6h5/K5t/zT+NJ+yD2EhnhvopStCLXhsUDHmtH8hH8sfciGEtf9F6o3wY2eMxoGV3sKht5EGRNMTgFjUldRRkuzgbXJJGOB1EBD5iDYElQ6VDuXUvyGP5yTdeHQm+vlKdEzC1OktfHm/F+Ysux7dFD8O05EWaLxfVoy8Znlh1nmdcSKexpURhZMTFZLeNgB4tMLm7O5aSwmE24uLJILaaauO1AzhY64S81fhL/sOMzP10J9dvOwD/+P/6tTKjXX2Ym1//34RewUFH1B5J/Z6dlZNWrc1nJ73wwtfcd4awf1C2kWNZweEYSWSa9I34tIIm70ofMIaSVjbL2N6g63gnHpVJnqxpX5Vo4JvvgIAcn0hRveK4+YTNBf8Z7GkftB2HAk0obp4nJaB7cFy0Y2lRGeMlZmAI3SrErDiBSrP05KEXz0h12VFIEJDgx8XctiUOA9mUSYcI7bjZji3LgwkbgX63zddZfMybYl6wW3Gf0oly9B4/hNvFkz8Wqx+zF1XWqlOv3wcmxMXEYK+5JOS7+308cFB71I/Z+XAmHpTvNa0lxj7jjvZTYjzQSaFdJHI/GkVaNSCKP+egGJteq0Nvtg2AYpNAtHB1fXUW7uQVjlU6Z5LjYsGO9nhvKiY8FGnZpYt56fLzku7NKTr4L+WQ3cAJHM434i5W79STkwMhn0YoezGNc4DzzVU8mwTvGWfmeBxIHUIhW0Wv0YrWagZsYFb9Mf/EAtnbdxZJ9WwIpKqUOu5OYrJbkWaZdFIOwNieL+emdWAp8jD3590GF3uemapwqPveHk4dQUovIhi04MUmxtFCsvdozPjpVB15cnpQkjiq+pl3Gil5C2u8VoazYt/rYmX9T754yQdvdooSnfGvZwWBLEScrFErxxVua3eofxf7rzd7BobP/E+56s+IFHotkkVcNexmLfhme79R/z6ThRmkZXhQKbIrWdFZiRQRtWs1mjA3UaAcf5hgYPoR9KRMTXhJ9Tgp3wxMCc2PX4f7Qw5y9C2cLWzfwR5kgyPGueX/z+MiHpPDaeLEWOL6bhJodZ3qd55MutOlJd5A+9oRhkndOdXYqotaf4XyTUEmyRog2K1NHdPDvHyXSH+ZT8uHse9OdfaJg3KUHcGHRxe5mE7qwC4azInxZqrU3JaZEY2M2CMX/dj3/jzBJwlaZFDBgnAo80Z+IFdrf7KiZPME8i2aVQ4PZI4lIzD/NGSlBRRH10GT6+IvCHYF+k2t6KNUtNKM73pJ45MYQSW4fC0NxXhakll0QxWAmrByHmptgKrwt1YbbESlCzYuCH2DBDUXU8K20IzpuH8TWRB4NhoOcqTEcnJT1l+gnO+rAK+459FntGA9WhbZFiCYtnTKJChBZuI1r0mWiYFbODlH2MigkbmByoRPdKQfDpRKO5PqxGK4i7W8S5eSifRedSUJkFS4slbEz24RGijB6QDEM0dV+CQlVRSFSmPUj5P1B6WTznDi2N5ZQ5LWP7sPdcB5G2I0xXYMRL4XzgibprT72pu4Hv3j3txCFKSwWu/Fs8bTQACiSOld00Gm1ybzBRN1JLSCwlrCw2oiubIDRglnzV05XcD44hYP4GLRRlaSflleDxi5BOlB4dT55Rta5Tzfswq3gO+jy/7502Kz0FLYkV6RZQE/7zZaJOT2LhMpg0rekgJH1t6BoTaHZzGDKC5DRjbikT6Pb6JF11w2VCJP156/A1DkseE14bd7EbMMP5Px/ueEBLEbVemEhfnbpr7yeysamxyZzhyRgsbo2O65MjhuNHI6a2yV+KiKUJgSJcxN6GbejWUnK2cmM1bn5Hexmf9LoFlTeK6qMIX9SYpmfdx7BmWgSs9ECVuwhdAfD2GFulS4146+/Yw0BYQGu3YtEMA0YKZzUBZQ0uc/tb4iZWsx2PBE5KNmDIBnNgYkfrMGSx5wdkizzfHab2/DV0kJdeI3e3VPRK9hlbpHGSi6YhKXSdRRiHKs5yccQuafk2Enh6FBJOFEJ7BWvYBVjwV14uipJJnnVjK/KegUNqgWT4XV8wtqPv/JPirBayr8jCS/HUOIIjqOIHapFKIObVCNeDW+LQNsOld5QLCAikoOdYTaFPm/thdYsAjWjGs5K8s1uP4sws1YPsjDq1MJmZw8UTIlh08lj8NyT2GxtxnxUqse9bc5+HNe1eDnuTMecbn4vY04KxnWQJhcu4IJC3a0jfp4GyT8vU6+oJurL+YvoHM5v0z7dLW4LzJ56Esuej8EmJRQXoh8ZwxEpGISWWLrFdnB9/kM1Os6ahS6dffa3OkLDYeGuJWFuQLn9wda/i99o//RHCfWPsKx+lFB/7Wtgh5pQNAbVW40d4ptL/pIKMuKRm02XRfCDgj8fhNDTe7lfv3jmz3C2+Y+xLxVtEKlgotsdTKNo9yPp30DaHsJFvYh+f0wqlEwiL1iteNTcKlW10MjD1hVE2hVxCvKUpWNrdEgaPR52YEBdQajLMM0O/Cf/lFTavuQ8vgFizWT2E6oT7lp1kefiJ48hGy6gaLbg6XUckfg8OeGMKAsj0TQmonkMWdtwP9XKzRw8zZAgxMDapBWLaXDiezi451Eb74uLBscR+xByyoLtnsO3FO11NlZ04+1jvg4n9sawxo96Ws8K74aT3lavBgPiIFyc4z9Ft+pVRkLsOblXoiakjCXh8bBaXIEjEB4m6bTlulhuqHexP5E6huvBFam2kyeWbx5DS7gFJ6MfbrDn4Hcx2T5sPY7z4cvCae+ycjKxL4VldFqNwpfhIHw5Vq/mBMouYMo0kXO0QNak45DSeG6mds0IcyTSoowVtKkuXHCv42hLG56Zna5b0ginWG3D+dla17Ina2E8eXxDd4RdZ0K9u/RmvDCJuiAVE+pZrwJaNF0qzkuitr/Tw3QhiQZb45J6aYPCL5PXauQiH/Zhzri9ISET7q87I8f9fqDx7+Z9ioXLjmUO4ap3sw5JPNrahNCZQzJsQYk8cRPCr6OQH4VKLs5aYhF3dqmAze2TIvQXC4WwKzYz+ObaAO/mmN5um78z9Um4agSVqIhWI4Ph4K48k3wvPqd6ccvI4XK1b4PwWrw/Jtbt1QO4tBSIZZhjqXpCLc+cobCvZwHXptve0K0+3LeIa96IwHoZHOdTLsrGPJajWYwG83gsvUNgY4TiZVUSJRRFBGiTbaOq53GmHHzUkf5Rb/5P+PPbhh/G3Pw29KbSkkQ91m3DreZgp5Y2aG0wqbjlzeGJzGYYqirWfgpJDAenJInk3MmiJBOcM+WyIHc2WewT2pgPA+lCrh9U9N1uhjC0g//i1eC9B5wnsAkuJqNmfKN4TRwn7voL8reksvFktk/gobPuTlH/nfB9tJoJfH+dp+3PZLvEb/ZStSIJbKNmjwkoqXnh0ObLBzdoQbz+8q+3QSTc9WL/d970DhFVwmuSMxOY0y9gwLqvzvskpJSJHylWB1IJnKu4dbeNg9YDaEks4Ux1vF6YIHxzp7Edr87XOkmNdhJ72z3RMCHf8bD+DC4sF7CnMScdp0j5WCxm0JwtYUxfFmrXDbeELr0VJ8NnxAZol3E/ZjEuieZ0NI52M41yBOxPbIZrXEdG9+GKN7uhKMZCBIu9VAZePzfvHfmE7Ef4molXBK1FdJ9Lfmk6I7z4ahgK6ohdsoRhorN1TAr9Y3Odot5OGHjGsrCgxmROeXEiwuOdDcjaHk7NGnAbT6Kl9DBsQ8HPXoENG6t6HgPmXmTseVRwWeDWMXc35hkL5cxoRk71iV2TFezGjZUEeq0ORGYJ4/Zr6DGb8PSogaPdGq2JZVS8LlRoq1hsQjozLwnqMfNTIkpajIp1JxN2pQnXXg5apXNdpF+0GcHXKwJN5nPP+ICJ05+F16Uz+oR9CPYa/YxFezYrdpl9osjNwj7jkBaVw4v++XpCxnmeTZNWlULkX5HmQyxAJrGKs18SQQ4mjEz4JDZDC8BriWXYykE/k3IAc5r/t7AcFUSMLB491gASZgt2Iw1UnoNj9uCU6cg2OnlU4hsOnkePtQ1plReeOgXTmCgOhAXpRHMwNmMc9oTzGBoVXV4iLMPAS/4p+T2bJXFX+fUvEM/tm6gJlO20PoUKRWz9VfQ6OSTUMLZ7dyUpjxGNu5z9WDCy0knmiJ8B/szrX/AuSxzMLjWt3Jb0KrY59+Ni9RnZPm+2CzpiIZyVjjSh9BmzXYrWsQI6r+cJswFPGJ0Y0kncDEck5qONGJtZLJDM/jWv/VY0gWW9ig6jBZ6I40JiOf4uHp+wDtTj6Lh4sP4a8JntNg7gthsg6+3Asn0bs+EsdhqHMKzPo9/YWVcYpy7Sc5O1eJcWuPTcfv0QBXKzGXvsAZz3r2I6WBR9EkPbUszi+8xnnwKPsebBvxz80kcd6jed2d/9Lz9KqL/2Nfzmth+IajW5op1mFxQMBNVGSaLb0YQz7mhdeCe+tEysB8/8Nrr1Drw4GX3oifbD409iQT9b5/7e5zyGueCaQKuDYLxeHWQCWQhqk0+cIBL2zMkiVnAUDos9hCAqCEyaEwgntILVjRaxIwixhBL2qfwGzg6rmZyAWH18ICxKcj6RfASbw0n43lXMJg7KQsSJaK+1GxeDy6hoFzpxCI2y/Ab4TjSFMFrFTnMQA8qEH86hHE5LtZXfyUFRCVb6fkF1QylbBCziwe/ebfSKLZYV1iAuM2YeI2tQo++6x6USugkmLuiFOqyI2/G8mxMHZbFTZqdURD/jHEUnDIF7z+gCirqCsspIZ/p0ZaUe4FD05IFMVRZwCl90qSZc0yURW2M1ucPaIUZdS9Ekmo0BXKwUNtg/UK3W0RlEYY2Hcxrfl+SaCuv0zSRskUFUrHzM7kqXlYARdWA4uin2GlTYDkMHo4nn0O0+JLDBT7RtQdWcF9VbBjIxZ3DIGcCF6k1sdXpF5TRpRciaSby4cqvmNz6zIpXLkh+i1egUb+YqilgNK1jSy9hibpaEa1/XKi5MNaAlYYjHebuVxmJYAtJTcFf60Bb04JnivcCYydqjm11c9a4jbzQJFJHqrlA+zrtX0Gu31+y9gimhU8S2OlRXXX7wj9/9zPUet3z0wj/D6epFHEzuxEv7/vGGTzPZjr3VL6+UpHBBz2szaIBvLsMO87i67KEvnUHaDpCwPPgaGMUNQRwId6m6H9Ml/YHwLHlwzbd24WMNrSjrZfSqJoySiqBXUdIunrSfwKhewZVKAtemOjecC0WAwko7FqsKd1bvWRZxI96bGA7+Vp3qRzYXxXecyfR565siiLLFmcBRsyagMqlLG+gSccGJ/GiOv+h882TjPd6ujzb/CVyBnSNH0IFdKFVTuLlawf42CN2BHcOMoZBCq1CjCCMm9HVXsg2OMYvp4DY+Zj2O16KLuL4WXDNJ8JSD8TX46vqODU+N/MgfFmfqRcj4dL+c65X5rk1lcTecFNrT1fCueJFT4JIqzikqKiMJP6Lf8QgaVJsgesTXPEnNBAM33dV6R/znGnZhLnoFQ+ZurCq6G6cw4lYFFr6D6yD8t0ySiQ6iHsneRBdc49QboLjxcbPDRL7lmw2uh0V/CFn7mviq95uPiwUhV9lvFKblHStEFREcijv9DIhpfbPFacSi5yCl01jyalQONwSaUwFm1HXxuaBmh6GTKAQZVEJLAu8YAh9rqfBzTPapStwabcaieQnTQUUUkzvMJgRhSoqhKUsJf9v026SweHOZ9k4RZu7/d/LdRC+xJEL+MtfZ5qgVV9WruC/ZikU/hShK4NZCWooAxzoapYjM80i4fZhzLtZF7Z7qakDFbYDhdmIcN8Xrl+iBUuY8BqKDInwXd9604WNa38WjqTQ8tYoZPSP85aTi81hDAPyScwzX9aKoTPNeZKJdeK56HYNWL2yP8OUC4DUKXPY1/xw0VL2QzeeZqApaK56pTKDT6IaDBLxqM6qBhp+5LoVUPvNxUYh82xGvIM8bFaWpPs0mR3tAdjLwPeVKgrWoPSmI7lG1eXpCr0i3Mhb6ip8XxhC0mGpUubrIFmMTCwaaYQhXOGnvRODfhqEcrIa1jnX982YP2sxWDHrDsOwt8I2cJLTm2jaee1qSZWW1Ykk1Shf6oH0It6NpHLHuQ6JyT7cAqWP4tncSTuIw/t+1BgkT6ngwEeXz+XPWfli6KiJmK9Xa/qaiafSZm9DM9/Ovu7Nxt5ufZSJprGnpiAiZPYT5NSTlyeCGQKb3mluwoLvxjdV7nti8N7vpC63mROgrjlkZz/EYr0fTCFQjlsNG8cBOKIUOVcBWZSETVTDivbrhteRxcsQ0wlZrAAfMzcjRzqx6Em7qcRF6a7R6MBbcQcZogmt2CrdcWX1wFC2qNL69BttmB5/daY6nnCPohSMiuLFGD+c+Ii5574mAvBgOo8fai6nAQKNZQlbZKNJG7nWiuEQvtoZ9uGWcQo+xQ7ywp3G75t5jP4W0FeBacEdiEBb5YzV5UjuJlHwk0ysuOz8sjmM5WpU5Yae5X96llErXRYuvziXE9vBX2o789HGofwLr5Nt95UcJ9de+hn+x+yayaMTx0inQJ/VaoYT95oM4OWniaKYfhhnAb7yO5+4m0ZPMYrxalM5Pe8ewQF9Hysv1Dhs5CeQLvddO2+dv/y6asxdwJax1vF7urnXs4vFz0/dL8sZk7nJQ66AS2r2HohNvAp/OmW2YsjajnzCc6vOyGybNtEdImzUoEYW8CGkpqozAZVqMPDrdWvKdMJokMU8YObhRQbaDcoQHwhHzePgzJ6gB8qP9mzAU5ZMc4fQ0qwzouHghuCzCab49hK95tWPhojeINBxlSqX2qLW7Xg3l37nA3G9tlQVlXhfRp/KouCfQbXajw+jCOf+MQKmY4LMy+mn7UL0a+mmdgHJ2YxrAMFUgXycawv1zMh62N6Pb2Alfr3FOVYg5fVcsoVwFpPT9CP1OnPRfxCHnQVH7XD8YCNHyYCQ8viHQorLxD1bHhH/VbiaEyz7n5WBGDaLyPb1CaJkrFfulaAnbzCHYOi0CZuwKtWQCVNUylvVCHbovxR4MindrzIdh4keRGXZOO1RPTTncbZPApcs9CFdHGC2XsLOFdmLLoi6ejzZhUl3H9Pxm7HN2wQiTmMJdtJltMGGJKJdlV6WY1Jj0RTzo2kwD2p00xipVrPi+CHmRP8sxXIiky7kjb6OzcRU6SOH5tesUvwuPJ4/i2YP/wxvmISay7/U9eS/zZ/7UV6TTyg54m9mC5WgF0+ECOs0WLIXFDcr+D1z7LVxaKWBPciuSSNUh51Rnv2G8gl3qAVR8S4JZQu4pcnPaqKkRUyX/hc0frL86A/lGuyIKo999E+V5BnebjCHp6qwfLEy0lA4jbdU8w9+OTx1/7lCbBTM1K2JE59xLcs0YDFMcirCz7sRdfMHaDw8KX/WOCwUlCHvr0O6fBKw75va+1+fnieGvwPMTeGn7vwYFot6L7/l7efZ+mrb94sxjGK02IxW118WrWGBiF5HoGgqMca7jXE0LGcu6tkHDg3P1x6ydYKoaa2Pw/ClIpFUaIefTaAlFcjLD0XrwSSEm8qY5ZkOFFrMCV+dEEJJdbHb/XH1ONANWYaDHaEWj9qRLVNYezkejb1gnX3/d+R4V9AruT9c659usR4DyXkwud+L4gf/xLW8T+c8Zw0RWlbGKIjrQjc1qFS+Ht+X4uQ6T8MSuIhFKtkpIN55GPERixQE2v2C39QlRcY4Tbl6vA9ZRTGvK9QX49upt6Si3OUsohe1oM0Ms6TE0YBsyhoMflkZxODWA6+4EjqQaMKXHoaMi0mqPwO4vlFfRGe6XJPRArhOp/Pk6EoCWlRRu+9aa1ROPh9Dp9f9ncvSg/RBGoquyLlLJfcK8iF5jC3SQEWg4Ydf0VZ6IagkjYaUM4inSRc/fz+d6YCgT8+XtOBeeEGtJCtnljRQcQyNy24Sn2eSEEuQvmfPwwgzaEnOYLveK8vacdQ29VhvyyCI0qzDNUQREhrmbECWYNN3CAbUZRWhci0LYRogwIu1qFmldQkjRL4SSJJpqG1rCXixZdzHi0tc5D7ibULDGsKKnRJOCnFVbGUirDAp+Ci+5r9SfBxZhSkESM2Flg8AeExV6L1N8dCip6wiEL7ArK3ZZqv6M8D7HStuEdDeoBG5D4/waL5dJKjVfuszd0vHlM8V1PqHS8sw+qG3A7BKRq89KJ7wNCecA5io1Ia14CNTb2AptJFE1skhFy4iCSRSdXQi1xrCeRkalYGkL87qG0mMHmg2SRwkRr55CtC45T9g78AyWsBoV6nBselqvVw0nfbAQGqIzY2MYvd46n0UAn0k8jlFda3iUdAXT0RKy1hZA2YIWYXS7rGt6BhQMSxqbEdCMNMphKQiQs1T9GeXc0+QM1+ccKp3Dv12Hf3MfjFkpRDunUgi1jReCl9BkdsGIatS1A+ZAHXrOrvVwOIYj9kMoRPPYEozCX7ML47YsPATRPCrJh/Ccfxa9iQexoH1ciKYEqh0LkXWoGtKTiTPnADZbus0eZI12ga1byhb17+2JVum2bzJ7kTQsEcoreilU4aLoUi2+dicDojZdV2xx7cQSmp0Feb7JsxfHA53HqeDZuud5bN/1jdUrUkykVS2LTERlQDfDUAWMeRaarZTQT14qTQt6jNs2WSnxDg+jDkyt9CMZ5fHl9iP49bZPfQT5/hEW77+VCfXrRcl+bfBpgSfFg8IjFPXgYLB5c0XjQLsPbWhoVoDdF3CgYZMkG+QLDVuviFAK7ZS8CEi6m9+RA/qx7/8AxaKFppYSdMeraM5dwLmgZgDPidg0GuoWBJ8ztuAVFKRi/yVrH76+5g3IbVnp+5S1X6pf5I7osAAoCwpU5TYx6z1dt0dYnwQzuaakP2X8KbbwQnhL4NhP2QelCsjOMLkeW1j9sofqHBF+J6E+FNmQySdagRtO4GfMbQiUDfuvlQ1fDifgwZMJOaES0qWmMBk5Qkykx4ObGxJQCkUwaWZwEg9We1v8m+Jd+O3glkzm/73zWP3vXLg4IgZxVHtc41tT/OIhs0+6IxYi/NC/gCajRRYQ/u3Nkut4pwwmyPv+engDQTCEu/4qdjvdcFVZEuOlyMcmcwY7VU1454dri8z6hZPn54adSJjTIjxCi4aZ8CqeLxrC6Ruwu1DRi9IdYZV8yH9K+KccfdgufoBSSY9QFyJLLj0mgjWtzdNIICVqthSXqKuWmrSuKQisbl+bxvhKUrh+namaam7Rvooz1WE8njyMwG2D4RShFg6j5Jloa1zGUlDEkl5AR66EaGU3iqUmoTcwce4z27BgzYn3dLmcE+ssdjDZCSVMj2iOKXUD1+77A+S/80dItJyXxJ5qu+T7tTiJN8AFf4T56j19VNSJy9m6cBc5k6uJa0DumSTeAAAgAElEQVRxm3TyCUOfXujCfDnEke4Q54Lz0iWaeeDfvOF7GJhT5Zj2PQ1hJyaN62Khxm5M3L15Twf3LjamNQbhrISDtRo9lDQSPjOVZfk8seK8xdy6wfd3P554Ry9qct1HcBmtVl4E5ygqFis3x9coZwbodYI6zeTNvOLfxSl8KJvQvqnb6JOOFrI3cW3LPchb79l/gLGDfyjCeuyyZzMrOOOdRIeVRzkKQVGX9b7FH5YQ3ody4h/CTn9++jB83SzBKyGuRK4QRngnuoyskcbOpCfqw42GDVdrSWpiH9XXH86XVU3YiBDU2HpnQSXB7hPnb/KpJ6NzbymoSeuaZkuhHBlyPL+S60G3giSuT/un8MvmEJaNRlzX04i0jzshLZcSEtB26V8Blh7Es/v+0fu+SnTV4HrKLjLdHcajmiUQO1BEhxC26UBLabJFV/EaqhiNltFm7K7bxK1fC7iuNa8F9BRr4jXgvh6MPFFXfs2wcSO8i06jFSmjD9MBYZoJaDWLpGrBbBDB0Vl8v3wOdJgYUWfRZqaxOaFRCIfh6h04WR5FrvCouEB4zhRazBRyIl62IAV44aSGLWJF9LXC1Xoni4E1eehEvREuz+IvO1u0hrwbjAl6ivPLdmuXXIMbwRWBse629sJGCiqycSF6AY9ktqOwdo7tphZvaO6303JxpRqK3Y8JB01oh2WexSDRNjrEM+VVfDrbDi9K40SllvS0+EMwEis19W3TwAMJH53RIsZUCt/1jovqNcWoyFMmhP5MxZfuHLn1HaaLidDGZivAvJ6BpfvlOlLoa7v9gAi1XnGXsCflyM+kKNxwPWxLNKCqFWy1KHx0oiDoD/2xBlolpZFRndCoQus0OmidFL6GLA4IzDumNrzZAxd7McfK0kTcfdw+JHEOO9RExU0j2gCp/qJ9WIpSt/Wy8JLJsd5Jded1EG1+1884x5BUqp6wbkKjKEnHSXHCGsBtsxm2MqVTnNUrOIsKtqtOzOgSAhVI/LaqNRrWmi3rz4FFLlvlECa2YA42nvdeFGHXS2amzv1V4WFsdvIiWEt70h1GJxLBGB43ugXBYGgPKlzEi8qTmIsQ9aqRRzKcl/iUjZdpZSLvjwL2oJw3PZoXoQRWzuvN55WD6MAns1tF6XtGn0Uejth/+d45gZBzX1QvHzTIUuZ8YUhMyH1+wz9Rbz6JUwyHDrBN5dDN77Y6cdrKY2foC+rxNopSeOg08viWKosqN23F5uFjPFrAPg30qBQmwklp5vC8GJvzPjMupmgo3/NYuZs6D6TvVbQHdpwnwwlsDR8S7jKbIUKLSHQIHL/BzMJpvCaFKcLqOxPLYuN6INWLbkvjW6vjkkxTBTyl6PszjYvlmlI+B/nWvr6EOb0qiBi6+ZB2SK0GFkNjDQuK4NE2jBoXLAC4wX6ElT78etun8avNHyXU73sBocBitVr98fis/ChH+SF+lsn17+44gdH7/9XbfgsDNAo0UdSIY09yM2CE+M7yhTp09t361x44/78irVKwdQPshpu4ZbyCB1MRZskHIqw6Wt5Q4eb3ETayHBU3VAljewZOXnH1kBP3LxtbRRwi5pvwpeckArMZs2Q/ag+HkMEkPQPNB5BTBUxGMzCMjChfMikOjLyIkcTd7e3JYyjDxKp/A5G9A89HIxusA5pVg9hgERLapzLIaBeT3vk6LKkt+Rj+xHu+LrAW853if9dffFb0R6NX6sriMXQm5pmwc0ElWApjzOtLUhncZg9hC9MDlRThD1pEEJK+5F+TYyAUPoxqkHLCV+3qc8L9Xq82SS7NS/SljAZx1Z3BU5kWbBfRjKJYM4BWEYjQxK4LIlnwONjV5/5fLzax/tyoAspKIgc7BKzSj3kKVnVAijBBchSz0ahUEMnTyyAn3YAY/kaPTA4m3IT+KK0QmCW4agF+ZMlEvSV4CAlTI5eoYF6P40T1Rv2ysprZ734cuaBPKsQu6OWaRdRwBcrtwJznoZw9K13wkmujKaGgSv1wkksYLxqwKr1w0vMiMsNB/nXMe+Z7cTC1YwOUuuPMrwns7712ED+oV13eV3LMLUeOIx481hhm3pZowE5rmywsibAFrrkgXWwKbr3VcT9+9g9wNbxY52B/2OdHGO6mxPyGJIbVcCbUHFykqf9AThS509niwTdAveNzZ4GkNVfGVDixgcPO63SkLY154650YwgNpc/mjeAELvTcu3Yf1L15P/t5eORXsKBnNyTP3E+sLcDkmXoCdwp+XUjyqP04QnsWJ8tXalyzNd6ZCO2l9okf+Zi6hO60JUn2h30v3895f9if+cWZj8tXXK+WxF+WSJwChsUn/P5UwwZHiNji582OiR06r/p8XSH37QowTFzZjSvqct3KRp5lawfuM9jjZSeviF4Ygojg76n1QXUIIpy+Yh8WgSEWXc+HNyWh7jd/FjOejXP9f/WuL9kTEx0Cs6VfcLfxEOb0WRGW2gYDXOUtSbFMoQYxQZqO5iX5Xd995pfFQkSv/2IWqqd0RTiWj2hHKFVUGKbAEulFTJq+scYBjT/Ld1tcJizCs4uytrEQweQiVvsvhRodeguO+y8jR8VmYwAdjoZrXIFJfrSXhW2YkiAz2Ww2QxE4pc9vEG2T4JyFUK183PBfxQ7rqCQ5tBAiuopaCHfdpFBZTlUvy5rEpOZTDYOYc1sxHo3CUR6GksCs14aXq69Jon5fqlsE6ranSsJflv0EV3Cz0oPP5LbUPYvj7mZKKawEJhrMDO4stsAPkmjLuFJMzjgBWtLDuEtUgXkQvs5gAVcxF06gz+pHyGsTbMPZ6m25dOy6bUtUwahlGd341upNKQrsTfRhzF/CvhQpfZF4CG9yqoh0s1C0VvUl8T5usqq46yq5bnlrXjyhE4olcWBEW1iMLmPI6BRIN+HcfOb4XLJjGdMZYvFYPtsUy7oUTdcTUP7tWMQkz64Ld7GryqHtnfh+cB6fs/Yh8q/BtPqAaBVjRh6N/jU0qQbZjokp0YA9RkaEvdiNZgc6Q8/oYBoansQ8hHzDm0RabcJSdK7+WLLzXLC6kHbPQWsXSiUw4+zGJtII1il+8wMZ1YOSrsGYR5L7ccW/JmjFWatPKD8sfvGaxSrYhNyzqTGUeAS3vNP1uI9NClL+RqI53G+01MXCpHnh7IOvUtKBp1ZPQaVwI7qHzKRNHm20WKChqOHWBFtESYHX77EfFNGyJrNPGjQUM+S7nDRy8g73QaHBvyZozDjhjYtdnDd+BRnMEw0ASzjeRDjaYQb/OfyunPN0Yg/uUzlAe9BRtR5PNzj7kNRlzHiX0GK0Ck+dTGnD6hX4OxN7PhMcjP+2WcdEXLHd7BLk4y5nC14ebxCtgHPRS9irj2HSuojeaDeU4dfQHXgMp/QPRD38ZxpySCAn7+vFakn0I/ZnCgDvs0qgTR2UDjYRIsPBWXSbj+NqtSTUwb1OP54uv1JbzxNaihRUli+pERHLow86RSVX/JQII/589lP4ne6PRMne9QLyJht+lFB/7Wv40pe+9K6v4QMX/jeY2sREMCPWO1VrBidW7uJY8hEcP/ib73o/3PDRu18WGPEvNG7eIM/PCZmVyVcN4EGjT2B0Z0wHM/RkDmel6iwvvZfdwOvi58bDWeGh9EQlEf1qhQ1jzUZg/cGx4piwOhGqNuhwGHtUK/KK7BiIOuRJ5W8Qr2BSTs51JyHkuowlq1uSyr9aE614xHkSr/oU1rrH6+Hx7NVWPallwvpMOCIBCavNFRRk4Z0Jr6DRaJeKOmGAXy+MS/BAqAy9JBusqXpwwWR7JQqlA5xRXQh1UWCC7GjE/oVvdRP+W2MAR4xeSabXD0J8Zu1+qcSKcIZzCC3KwK3qCxt4SlwE5pwhDEYV4X2P2L24D0n8x+CSFDG8aBmO2Sq7/pOg1m3nvRIoNQJEul0W8PhcveB+tJoZ4S8vREvCx6JVGauZFDa77F/H2PRgjd/b5mJ0MVuHGhMCZMLEtJ7AQrgovEZyjc5XpvFENoNS0IW8tSpCOOyuX6jOYdD7BO6Ul9DXGOB4UOO6MmhqU51IRfQINhBGhnhvnvJfEVELwvz4PRSvoLIqedsctGbYkk1i2QsFNlcOa8I1HORmt+WKKJZqKIYPyzObMG0kp8R3kTQLDnbOyf3e1jWN06Xr9Srw0cweTC+2CQ+cUPbAnse8v4oOPQClajXF58aBo10Wpo2rUizgdV9+4N+/6eMUi5z9OJIw8qkphrPL6JbOAlVNqzBwg4FzdU9dqfOxxKMwFGvzBm4vW+jPRbixqJC1jTck2YToUzzutD4ui3smNYpA67pF3t+kjvRbvc+E49P2Jn7uuB2LA4fbU6JS/1h7HquugzvlZUF0TJc9rIa+iMzRLYf2Qd3td6XL9WHA9t/TYvAT2PjJyV5EmiJzFm648ziQbJNgi44Sr0cSUSSJnNC4qBvzAsmxZKBKy8NMtIL/ueteAP92p/R7M4/j+eCqFPV2GN2wvYsIKJjp7NnA0ec+2OllQJ4xOvBacKHuWsHA+ERwSTpQO61PY8RV7zqhZlLPEUNxczDxp96ziAsD1B+5aEASI6K4eP5EgjXCxgp8eQeJqOIa16eacSUaF2EpwlcPGH1SCIhH3JWONUxYfJ0y8uhht1UvogkZgQNzH+x0sbv1S+aQeAUrlQLL3JMwMOzbSEfd8N008gkf2cQteDDg6oogV6j7UcKcJG1e1CaiXSkji1uVVtz2RyXpdI17Vkky/5s9QvUiZ5RrNwsTp8qjAuWmgwWL9futbTgZ3kS/8QDuegrttgFTjWMpbENHuBkvBedwOJOXTu4PV+fxaGYzHFVFoJO4GnxHEosGI4f5sNah5/rP4kyfOgIPCVSiEJfcCdgqwFCiFyPeMnYlEwj1TbHPPB1eww5rC3pUE/IREBoUOC0iZTTgL4pL2JtqEbFMKsBzeDqJKZ9OHGn02JB4oRC66E8k6kk9t+M97TYHcTck57QVTaoXk4FCi7UikF0m77wmPGZ2RCnFSPEqxjHUXGFxh88LB3/me/AUar7O5AvH/GIW+GMNmVWYwvmlF7RWJjSsOt92s9mDpHKwx+jBqnYlmd5kdkpnmWfW6F/Fir2zzkvmc0Kr1wH3mnSn2Zl2gzuwzXZoe6usA+RQB94lIPkg7ugCtiEhCEIWeOatHuni5v3b8MJxpMwBBHYbQvcCbLNb9sUxnjgkfGPGjF8Hi+pvFIBlUemItQd3UATNVFnY4FoVoQGn9SRmwtvCH3aUg2PakWtESkigsliAh6t6FUvRDKpRAV+0j6BECz29hBtYkfmIz9Axax86wzlBT8Y6QTw+qm+ze/16fY/4+aYAXAa2zE/jKoE+xglIIhEswDPb4ISTooZeMPKgBg9F1V4J6DqyIrB4IlZip5z1c1qsO/TaWkzLa7Db2ioaQPH8mTFy6FAH680UrjP0VafFJLUbKJDo+zZuma+Ijg7j3gYjId3k2KLt57MPwVWv4qCxGyTvUT/gSmkPytU2zPpFJBpvQ9kT4qyw1XwcC5GPVqMVWo3JvMCiFo+DomehVnIsfVYHdkdP4o75qnCyOf5Jy2/j91r+0UeQ7x9hLf4ooX6PCXV8rcWrN92JNjOHF/b+k/d9C3524rNQ9DC28zgX1jiZHDF0OPame6mnpk74hemHBYYpZvP2A5KIcyL/tLUd5ZruJlaom72mKvn6A2NSyI5t7DvIKinFLhaqz4l1wGw4jaes3aiqDJ7XGQTBswKry5qb4OoybOMAHtQjMMIlzJsdoub4sgqwDAvPhdcE3sWquhyTuWUD15rJ6iH7AC4Gt0SdPJ6ItlqfwKxfluJA3miVzzMRHVQdOBtexD5jE14MLtQn8piz9sPXiS7xXFlJf6IhJXw1Lto95n6Mh+elEMHFrzMYx6DRgxb/jiwiHE7ikPg0svo7SCaPPwzT3gaFAC9G81IZ5nVil5pB03plS06qrE7y+sWDxQfPqCWTsXBFK8VfjK24FZyVRVq8V42HEKlFPFdcFc9eqr8GOofJ6BXpmHyveBsHnb0YI2TKyiCnMoJeuOiO4lDweWRTq5hTtzAXFjBk7sUiZhBoT4KRFdyUAOFMZVX4YtfdAjKl/UCYRto0cW51QhRY+3IhTgTPi3DM+cla5ZQK11SBTVE0jryruW0CTSIcmDYMHMKPzt7jclFB8vlJX36fabojk/SHxa09cv6fIhXlATPAFe862q0mqRY/Vzpd45TbndKBZWIPv0H40kPGfSi4NSuo49WXa57NQQGPNm5HwZgUr91D6nGBtF90b2AID8J1xpBILuPE0O+/7/f7g/rgF6c+Bw8XJdhiJ5Dv7xmrW0SNeoofrxcU+H3sVLsL+9GZNpDPzSBUIUZnOjFbvUdrOdxp4UL0EoZyWZjZy+h2VmXh5bP505BM8zypqswAhTxy2hzCWREhORaF2HEWHrCRwrxfxqOtbQiL/Xim/LLww8/rF7BfPYpqYLyjbdIHdQ//puznU5O9UrT7pGrHgjmIW5ErENg4AeJxcv7mIDeaUMi4U8uu3JQuyRwtvFE6JyhLFIfppHBGz+I7nW/tI/3PJvdKt4dJ5W0jJb6tFB4jXLP+XLN4HNUUfyl652tXjoXfGY/10Gr+juthr/k4vtn19Dte5j+Z3Cv2QZynfUUBqjnMKNrLhZLY8py+ocfqokLx9SCXm7zJPAJxeYiTZiZCH0Meykhi0btUEwRNPiZ8WibjcfcuVmmua5nYQ4La4nrmr6kEc30ZVHmcikaF4vXL9oP1zjx9cSm+RjX0megV0R15Lrgs/O0+owMHVROeDq7BRa2DGo/4GnK77apJHDUuoCSBfzxYnFjUq9JdY6LJz1MUq4QGKHiY0xplbwsse0qg1LGeCwXh/mtpAQ9nOlDS09LZZYH7YmUBO9OrdbvP+Hv2O4/iQsXD3hS1WVhqhvgZt5j9MFQjQq8LM5jCw46DxuAqbKsTV3WAVaTxmIpwU2Vw2ad47DQC9GI8qKLTTKASNiJjlnExuIdQYLd9xkuiwy4iDa7dy7gVZfCQUcaoLkkxhsKnV820XAt2kbOwsRDOSKGH92JIZcX6k53fWFWb93ZElzcUfsTmyhraoFfD/bJYwsSYyRnfDyIT+MyTvkD0XNz1jZEWvA8WTPRoV2h2T5h99a4u4zN6N/NfDkKYXfceTY5iYo5X69gv24P1xJtWW5YuAlGA66aF7doCRcpePwyVlETaDydhGrk6r5gJuu/slI6ub2ahdYBStIoFw5YO7qx7WpLj66hZM7KoxMJQIjoqKt233SVo86T8jfPHLqNLFK8Zi3KQUsguMiHVfEY7jH5ptqQEJ0IIdwWHVCP2axu5aAkVI49vusel+ZG3esX2TOtlEQpdtvvqMHreTz6fXdqT6xnqSl3glrzzQWsr+oxWJCrHwWt3PhzDdDhZd4zhNnusPXXxsvh68bhTiSN1OPn668h5aN7bjiOpbklsZd7y2QjzRBAM2pJi7+HuQJxFuFY5toum5LjQRjgXNKg90iBiASyGabPLTEFGQ82iCT24eOsLWKmYmHQL2NM7Cyc1Czd5GQMJZ0PRiN8fI4uEMoG0iEEOOd1I6D48u/lP3vAcfPWrX8UXvvCFN/ze+9XMO86t72UD509rTZD/P42PEur3mVD/pB6CX5g+hsmoJgrD6jqVsQlNoVgYK56EhrCK+k6D9lTH9SIewhYY4XWpGDLJs81OdFubcZey/1BoDdswY86ijEhsBg5Fq9iFDMYMByXloBySr1TGqtEAXzWCkhdngosSiFE4gpbyhr1L+C6E1rFKTy4zBxNVVnIZeLCvRthT7A/9c2uTKYVsUt5l4VKHohPOCdZHiJxM4N8rzQp35C9Xr0gyTb4J7SwUXIyE5+qVRU5UrLYziGRAR7XwvJHDNn8Skb0dIXkr1H8N5vHnISuMtcUrHrElRFyQWH992c2Iu9OzRloCs26VRNW/CsveKZVTwsRvRzN1OFDNE9yBr0Ocrkzi4UynQO44GAA1G4NiAUOokxslha8rVh6ZbcJnpPdqtx3A0AmMe0mMrKmLkq/zVHYrLlbnRDH245n70BB14lvV56Tj7BQOSseOOgFJpwLLrsAPDaQcT+wT2Hmm9cnejgLMsBWITBGloWDGrdJqXWuA3b/no5q1DUfMv4yhTMtb7wVr7/Qsfth/pxo/O85MNOkhe7J0DY9k9kvivLep5qnOTiftXVg4ICR4a2ITWs0WXHFvYXdjA1ajEl4d+tcf9qG+4/4JU427ga+qvHjy0kKHBYF48Pj3GQ/Lf08Gx+W8+4IDyKTcmqhduRWj1jnA8DDUvoiDzhxCHYjGwU9LMh2f62O3voKiuYCrweU679NZuV8KDCzu7Gyy4RplqMjBipoSlWp2dd4LNPgdb8pPyQb/5+zH0BjMoWyk8Uw0gYyRRZ9qx00G2wDuV5twNrqMjJGHScigahYHiZLVg3PhHeksUhDIBAOrMnQwWud3tjsH8KrRiv/csVEwKb40/3S8V1BWDyEnge2fRzUbuHiwC022bQyTZVeQQkLkTnPdYAdxPXd7vbLueig6A3ZaM+1DBr/TudEv/uhkBxIaOGxtf0PBef28zmSfLhDkTca2QeLkYDSh32gj1gh5rkX+VYxb3QLdLmsfTSopWiYuAoGSEskUmp1wwgWshmNIOwfkdLmKVWHiTDS2AfLOxJs+t981IEUGwtxpX0nuLYvPy/CQ1vuw0zbQHYwgMslXNfD/eD+s8zcppjlotGM3rR7/urt/PhoTqtJI8JoUy2K7TcfIY8VslvvKQf9eJnqEtPNndt8ZgJ8qV/FoihQkC2lVwonw2fqayuSBsNHFqJbEBVE/Wk2myMDl6rIIdi6vUbJYfCG39aael274Eapy+wEy5iz2qsZ6cf2Q/QT2cwfKly4whZ0ySEP7l8GiNL2H71Mt0BT30g1YwagIua0EwI7ELG6Ho+i37sNsOAxL70an5WAQVWSjeZSMHF6LxnAsslG0OiWZJ/i9Xdm4qSsCv+c9YFMiqavwwjlxTxlQGVwN7yCwd4l4K6H/B60hsb9id5/vCVW4OdY7qVCPhcm4GwzjZ4w+3FABXvPOS0eVfGN2WuV5MPJYVUnpXBd0CfeZ/fIu8Bj8aFk4uxRqI4KOg7EJu9bkRrP4T4g3E+tEYj9875pAuQ1nCAYLUVFlg8VpgtaghrUxEX+T+YuQ7xC0aZuVvzqJgygZnchEs5KMJxKPwdIRIonIqqh452EajQgT+xHAxpRh4I6mnVsavlb4c+/bguYgPW6HcwALES3HaoUGxk+R2YK/XIv/6NluqEXYKi+Q5M+YRUFrZLwL2J94BONMfP3rotXA60aUjHhl++OiF2QZuTrMOz41Fr3monl8zj4CO5yqJ9axrg7f/83OXvTpFJJQwjVnV55/px4Q+dLx4PGeVb7cq8jICiydCe8OqxeBtvFfy7X79FiGfu+TYrFm0fPczSLp+LIOTUbjmA0Whf5XDZI47d4UlOEv5AbgolATF4sMESSlfWqs/i/+50Y3Cn6NBrB+0HqVgnlHM5sFCckCJGN6dtdF+R5tqGK5Xjjn+/1fOmuFjvXjo4T6TV6Id/mrv5UJ9etFyd4L5PtdXtcPdbNjk4RJj8l3/Jp9SCqEMumpJDrNboFq8+estVmgyZy0GpPHBDZk+7dhGrVKkzK3wOAEGc7C1atiXXUhmhBO0YRfwL4kbXvo2XwDGRwSfhR5datRAgV9ArutfVKNzhsh8jpAThekkuuF82J6n7M2i6c1VV5pfcWuGr+bP/P4KCYRw2riCYvbRDbVvU14/kWkjXbxjWaCTmsGFgJmqy/XOnSmIwEJk+Uxt2ODxRU7MBxUiBxMNIFpE+GMbbBkUufgJHrUPoRm9zRsazNuGw3SoY5UQsQ4zgUXZTKiKiQn8dfDfqQTHc6LEE9sKbb+xnPipac1oVDkHcWDgioUb4mPLaMm/j/23jzIrus+E/vO3d7W/XrfN6C7sQMEQIIECC4ARUmkZGuxbHnGTk0lrjjxNk5lJpqpeFweV+LYSmLXpGpqxh5PjUfOpEbjRJZkWxspSiLBHSRIEMS+NYDuRu/d6OWtdzvR93t9H14vIBogKQIyjv4Q2O++++677957zvf7fYuY3eTRIYUATrSvZMelyhlpxNmxd9AEurYWdVZ0Nce9kuPyfDiDTnMnZnwIFf6dnEKXsQl9jomXCxexK9EgerGj+RG0mN3otRqgqLvW43i7eBZ77UcxnSF920N3lSMVU3atqUHjoKa7UTXjhat+CXDXHEZMORK5cqNM1g/1BrjNnTe/9WvYlC7pZQkyJ7w5+f92uxEjwYi4a867SmjtLAxQo87uZ0S5HwoHMNi7cgK6zcO5rbcRFLSoKsRgS7zbt+anyl3aaIdSONC7EcRGMePPotPqwEw4IxngpuWJoy6qLsBJTqDdmcLWcEAodF/uvjP00rd1YuhNMPA/iav5q1PTiJlKXPSjeJBonx8Wa+J2j/kn8b4/Gv9ZeCqLjX4GJ8ykONOyu0nHbRrYdBoN4ihcMFvLi9NIJ0wgud9i566k2S96p2DBkWeePM/tLTirq/CXrd+44Vf58vgTMIMpWTSf1NMCNk8FlxBDDE9ZW2RJTvBAXXQ02CUVYyxrHXxGyoiz9EXR+FLmQ5bWew0eN6VPE3oWVSoBiiRYPKAHRpQ5S30l56A574zMfTR24uAc866eL3dweSyMCLqgS13fdX7pmc95YSKcwFw4j2GnX+Q/7N7RAIqd3s32DjTClI4d71cuwGn8yQgwmo5RjvUjtxRXREDAbiQL4zQd5bn5pLUVts7L8YXOTqEVczsCrp4wi6yREmOrBsSwAB9xIXsD88VSISHK7a0yKU2rxYIuoCGYlvmXRYNTho1qxEWHTjo7fwOayc3CEwfmYRSQC2ckD5fd6oUf+6T8+9nT+G/Tu2BiBG/6J9DEDp9RjxjqcS2wkTRZPAEHgLcAACAASURBVKAXzAacCU6U58xfcD4mWnKeF4LWd8MEAjWCrSqNKu+yHK9j95a78QQCNXgIn7SKCGCIaepB1Jb1x+yIXlDNeDFfyiTfFa/DUW9lZF90/bLP/v95h/FL9v34C/dVWTOkjSr0qlZk9ayYSf2MvQ1muIAX9Qy2+9PYae+BR5qw6eCszqFf1cj1+xBqkDYSOE1vlmAWM2atmI1tRula4prmqRj187MCoO9zdqFN1eJ593UkjMayO3UUL8pCeTQi3xuujzbbm8UhOyrsc43hwEFGL8h5fdx5FCmYAqy5ZplBDDXF647dDmrgyhm9PvzEk7BRhM5fb7rEVTM6cusxlDiD5nAXRo3DYkoWgWm+HhgOQqsR2i3Ry0vgeTd6Z30UbQOB8uGxcKktZNQgatCPBSsP10wgL1dlaRCodoUtCK0MAs1Vj4uX/XfEuJZd3xx8MTGMmfWi8+XoMBqxP4SsHXeqFlwMh+FpF93WBowqE1/xXkabtUHYER0I0K1sHAkn5b6nNe0wQgTwhLVIY1v6AjEPPDLW5Wfki4fFKf2YCeTCHIZJSY/vR9a7IAaCZEpwcO35QzMuxcDIeIzZ8t00aPMsDPnDQhH/2XQvDmUn8HCiFwgSmC1WYygTYnuNAgNS5lQOPyocEg8U6pfD2DjWxfPiO8BhwBK69mhwUbr2zD6noj8yalvt2Re57jOdgMWi57NXcKCqWvhFZJ/RlyGS89A4t9qcQwKt+Grr3y7Z3T1AvdrZXdvf/l4C6spTQ3D9YQDqlu//OeriBhJWSbN5q/rq5T8f3VgX9DQaVBLn/fPl6j61bP1uqcosgNrqx6B3Qip1yzOcK/fJCZVRJlwcUfdLbcnEj41H3sjlsCfehnf9bwtVRIXbhFIlnWGDph6GZH9ykdOtNmIK47I4oONlm9knVDB2CegOzgk9ormtdjkS0DL6iiMC1KRdnwrOI7ZoxBFpktnVYLWfVf0HQ+qkMhLDNahnZOHDCbJebcdCGGDAnSmD6+hzac4yhzew01wvNK6oi89J6hHvevWR23OysMxWqS5rulVajZLrWNRK9HP1yhGHzeFFChGBdS9iOOyuBFv8/swtHPdKmqGiSiEPjUlYOO+fkG4jlwwR/Z2fT/DMc5oLTXEfnQlHkMA2XA6eLRvUfD7diuHgrDy82XkgHZCmE4xgedDejzfGgD0NVRgwX0Z/fKZsYvXFdL+YenCwEszOPoE9I0Couz5SOIePV3ehGBryWjTY/d/sbMbAREPJSVxfwvRU7w01xmt7/Pzkt0oc/kfYXpMuU9flPCTbADMrzt+VmuhIJ80iQn9DTlz8mVN9I131T+rbEFTvMrpxBUV8d760YNqPny1rqSuPg5342XBWwLRnTQn9u6p6BGbsEnZaRTTIAoCLmyL+oKtksndv/HScAeqECcDW/dhM6U9b38QvjW7FJFxhv5zKF2EqD212tTxXuB11lWNmE+r9S2LmYxhVoOaTvCdSNLc4D2IiuIKUqsJEOC0d199pef6GJ+v3hmrxllmNJ4xWeMGMdLPr4yWjLlIwCTxpZtmqqsrmYzuNNnxt0ZmX8w/p3pWFzKjjwg+NQDe7uVw8RykRUaQVt4n+xg5pwhsoF3TZJYw6W9RYkopLvw9lJMsUWxoTcW6J9OORYzNB2jqrHetRC6uiS8/P41zAuSpjtkhsI4VDC9BL2EkP2Q/hQnAWj1s7BEwSnFeOqMt2XPmiz6aelkw0Hsse+37sCCbwqNmLvym+KHNKdbggUi2epwiQVe4v+lsrO+9hVoyUWHSXuclqxzHOZcGExFSqwquyj5SzS7xXQoNZ0kPCLOD14LHUHUwJsCWFeUinkVEjYOngheCUzI2kSkfnngXfTsTL4IV64joWq8MRMakiZfj5cAyPmf3IFF+HbaTl2iPTq0W7WK9NvOUdW+Fl0hDbjzM6hUl9Ej2k9S6aW9GD5Wi+KMZoG1UnLusJdMKRKC1bbUcBJ+BoIAMX7apO2AwssEfnHEa6HPPWaO/GlULJpIqDHdFp95iYQSWMBvjhtJxzriE6zPay8zO3/XzsccmBfiscwUajCzOLHc9K5tsXmQxjJPA17x1ZuxFAU38cAexPOU9gxPCwXhv4rvuGNEu2GV1ipCqO1cG80LOjMRd7CA06h7esWuzMvQzb6kexgtbP7bi2YRGpMiZqtRuY5l/MOOcgoPb0fPm/67AdSlmIB81I5CegiyUQGLjD8JsfR4yuctnL0FV9uOq8gxS6UJ8tMRe0VSWvcVvDbsZEo4OZeL9ol3nvcB16JLwekRXd59WqGo+Y/YiHs0KVr7d6kDfbhPlY4+zAgorhtDbFj+eg2SdMD64/KdX7Kz0h3XHePyzmcL2likdQbbZL0o0ZMGYtIZT+6F6pjh+Ue5uZ11yL8h7lNTJs1pebI/TzoSFY6RzFpMnQarZgRyJEqOMYK9bKazlkkNEz2JmoRh4jmHTrxEl++eAa9e38MLrsOmE59sTnAGbG+3kkrAHk9AKOZGskypJGgcsHKeKUBjLGrnLQrb/bXIfB4LI48ksuPBKyXu23O3HBGxZH//G+UmTvXQWoD/0O4k/9X6Wv+4k/w9lv/Qp6yl/+EH4n/hT46if+7Cy+9SvXX1ntmv8g/nYPUH9IgDr6cdTf/Sn0Z9duVvbp0/8Hzsa/I0Y5pHdEmZ8EjB1mM3aFIZ7RU2g0+vCudwibrN6yrpIVtQxsWSj8N07JFGMO/SgU/3PppmfV194sNJnXw2GhIRuqDdfCi8jpInqMduxAiAJ6cFSPQimIQRgHrfbfdUsxInw4bVAl861K85Xo4UfaNrfZGnqwzSZUBZOSr8hJvHJENOrliwBWdEnN3GPtFOOzE3pSwD8nWj5wjweXhH53v7aFthZlW0f7JpUlogu9kbsiFGiapNC1mOCTCyLq4aiFNnSmDKg5cbDD7qsiLKOxrLFe7UbjxOTFduPdYLD8vSoNLKR6qWJLDC2WLAbtTfi/g7Oi/aPLKqk4LEZwsEiy32iVuLAZPY9e86CwC2b022gz+jEaXpBCR4LaRT8rLqYHUj0YDl/DevMB5MMaLLi1uBieEqOXPYkayXmtMmwMBS+UjsvfJlmEWp1FrdouJi6jfhH1pomNMUfOVb91P763MCF6S1Y/t9n3I+324N35GThWiIs7//yDeAZ9ZPuIADMPYHu6FkP5nMR9VdnASxuu07sfOfdbS8DqT8KI7GYn5edHP4VzxSyG/BnsNvdJtjLBPrPJ32tQu7UtMY5N4bwsINhlNJSDf9FRom3eGz89Z4D50opZtuwsawe20rgSvI5O42ExKRzz5/BUdb1k6bIDyc4xO3kiVanoQvP6eDJwEegFjDib8QttS6nUy88Y6d1cgPK5TuBB0Eb6LjXS0eDiecaoklipBf+SSHrYDYoos2b80RUO2MvdtCPn7R6zXUAcqdZcNPPvHzM65FlOYEbaNkHxE9ZOGO4x6fYyWJL07A5VIxRPM5yV+6HWbEZaVQlweUtlcYlxhqrE6IooqZw/Ip3yrzqPljveMXsrcu5RMVdLx/Yhg1Cyia8V3ygv7jmHEbS9HY7L/EVgysFC8pQRw7R/Xopb7HJGII8A/Q3liSkpnbqf1BZaYIsOnIMgbfn8WjmnEnRHLDZuz0I2QeGovV667WSEcR7vs3pxnzciul5S2UlpJlNB9MFGu8QesZBMHbm96KCcC0bkN3vFqkEtkz6MRowiECkY5y7KxEhZJyWekhJeZ1e0gx6JTDoLUs/JQCMLIuUPo8fqQkzHcS44L94kc8XD0gWnPIzz5xM2u+MahnsGp+wejJO6zsJMmBHNMbv3k0wn0Rn0oAvrMI9RVcRz3tv4JXsvfO+i+Lews8xzn43tkXSSMRh4OzgpkoBPkykAU+KSdDBW7uiTbUdZGLvUT6Ia3drB99xDoEbZ9C4ja/fJf0dNhE/GnkaNdw556nqLL8jvVINqibNikSF03xGX7SPe2+IB0m12YIrd8kWpWXdsH5jtsaV4GkE4B9K1f4QJ7Da3oC6YRtFqEM00C/6kfNNclffoFXuDOIFTU1wVjMEXwFgt6xmuW5SzDfOwsYACalUCicLrS3KoeY3EzV4B6xGorsEm1PqtsIpZ+AtHgMYDsMgOsNPQuVI2OUFyeTQekH9m7DlUu7Uw/TwQBsgmHVjalpQSOwjhWgpvJwp43TssZm8/DEcxJ6yZ7SVvBv8ddHJNQ/d2XYrs43PgUWsn2sJZVBl1yCtH7icWTdjUWQcbDzKqVecxGc4gZnZIMeg/uC+Xaec8Nl5PnWYXtvmzOGc3ypqz2XkSGT2Ba8oQrwR2pPl7stB4GXlMhWPl2D8a+DFthoPro4eS3UgZC2WTXNK5yYxkzDTjvkrbtWAiGESD2ocXsxdlbcXMc4kk1KGA4Shlg0zQtOFJJ/9oYRJb403CMtwQa8Kh7PkVExUBedRM2u/sl1SMGtOBU+yVjPezoy3CtttVn0DWHMfMXFNJ5lb3Ig7YT+ETzqfwux0/dxcB6hJgxrMFfPnAFXzlM5vwjS9EwLn03+e+dP210r8/3Pn9HqD+kAH1rfx8Twz8GjLGJI64b8nb9qRY/WwTVz9SP1jN7zIa0ahqcZ6AV2/BkFdATyxENzKSH+1bJYdRLiC+YO2QijLz/c4EQ/KwIW2YgxqnbfFaPGj4mC28gpTRKHpnGdY+vKzfRp2xHifyrmRJEphucJoluoB0O2qx0iqON4LLoLUEqWzUU13yD5c7CpG7KXXE1JFFiwdS5ahUoUaFk/03g/P4pC7pqzk+5RxA0juNUbsfx4IL4EKFEQKsmF81qF5LYlwPSlWdMWPrvCGh7HHC5ohogaFOYwHnxa2TNLsIsEa/CY/vgWBBTNeeCB3UBh1I+HH4hsasOVCOjYi2DxMHZWLc7uzBOlUFI/8CaORhOdslwsIuHoVlNIh75lvBabxuVmM26JEO/3rDQCuYD3gWKbsfb8pOU+hFXjJNs/6gFAy4eCJNnx2Cd8IxeKoBpqqCp2dl4RuNKF+U1Pwz7qjEJpAiRHfX44XRFRXMp6q2AGpQfuNIixjFfJTO2SeEZt5oViGmLFwLfAz7zDMtymRRZzZKtANzau8EQHkr99VatmXMF13Lr9pviRPpnd59pyEXf9OCZnaqxpWJduxsKeKMfwo77F1CVV9tMH6tNnEcW2msAiX35T9vL+Wg3xt37xn446tdeN1MYchtQZedhGMY+Nv5c4grWzR1NLnhM8JGHYo6gKHmMRUOihkWgRA7hJV07sozwef1BqNBnK05/tF7OHn/aPSggIr3Guwa8VnHThMZSgvhvCw6e6we9Btt0q2KEiHY9WFx8a1wuuw/EZlm8TOieS5yXY4+N8rEjhy1cyiWqdoXnF48opowwG6pSgrobYSFS4vzLrNtOQgWKTli6ThmtuI/+O8Ko4gkyox3DjPWeplzqCs/q6fLFHHm0RKocpDGTBBWaVrJhfxuawfSyioDrftUk4Dmq4u0c7430nXz/y/ZPfL9K5MzKKmi1rty36uddyZCsBvFcxHFNklWuH9VNvfsPiHlxnS2bDDFQkKlTCnaLwv7zeZ6uo2I58dnncdQ618VnX0dQnw3uIwHTZLfs+KqHBl59cUexHyYFy25SNDoaG114DvBJemM/4iZ2WaP5BmzwPF9PsfM9ehCgDjpr/4w2qxOtOiS58UVzOFNZckx/lP7YZwvviZ+LCx6/FNzD7r9cVwzG/C2HsOc2STFGf5Ohj8kGtvLykKvSiIHG453HJa1HrRz+xnVhnrt4mQ4jEB7yCgbG1St5DmzMzyjPWH0cK1SKfNic4BO5qbdDwY/pd2TOGDvljUCRzFxEAvaxaVgUIoDP+/shRHM4m9DxnIudc0m8OZ9UEX39kJpTcP30zxrIf44jlCyYe8WIMxhxnbKdnZ8n5jFFr2zAr79YEjisaJ8agJuAkeOM94ZfE6VnLwru9HR78wudFXQiCHzBelQd8zVQceakHNCJDwbKjcEneyCERTgz11n5rFDbQcGCpaLUAWozhah7TRCZcA3NYaN0rOBn2mYaRhWu7hr87t+3z8ja0cW086GI2JMyEYCzVsJKBucCyJPoVkfKddksDQanbKuk/x4f5vkilv6MrYbJYo2/XYIinkPpWJ78UP/tFxXjFfl9U4GBGUPP3APocfZjVmDMVUeirBFAhEV5S5rruVCYTlGjJkG9QROF8ZwbTGO9al0UijVXFdNB6NLmDWRiWJl/C2lfz/IjKIrzkz5grAsQ+8ALgcsHIyKJxD100yCiTrazIn35vuB9GmM+GPiizMdTAswjwaNOmnOOZ1XaEwG8AMLx2dLxXZ63yjTh1ZFGNpG3o2Jrvv0TIDfbP40fr/r5+8yQP0n2Hj2W2Dz+cpXPoN/jH9T6kRf+Qo+84+BfxN1rNnJfuZpFD5kRH1XAmqeuE2/8dyyFv/a2/t3ooZ63+VfFHJdIP/zUY0GNMVmMY2jS8xYCGSLKokrbjuCuZ3I+z7i1VeB+Hl0mePodC+IayK1vZywWGXlJAMVw1ixS6jQjOmiaQdNC3jzb1f1QvWKBie7s1atUPPa1RYsYALjYYmiUgtH3KY58VXrAgahcCQ4jTbjYeTCJK54M2jWG0Sn6cUuIGadwkI4hf/K2YeZxQmgi3pl76w85Lgo4KCui4MmEJxgaQ5GuhKjIE5aabyiIJVvR3cgUBOiCaG2JjIF4XvpmBoN0nFMI0CojXJlk7S/Wp0T2jUfmlykkTrVqH1sci+gUe+EE8axYIwhjzF0ujuhvHnMpHxcwwnEVDPgMJkSYgbCqjErtw3FJgzErmuSOHE9F+sTh9do8OHfYWwVGn5BT6MRcWxml3Cxy8COwgmrQWLSqBcjTfJGixrukyYT1NTwIV9jmJKh+nFzK07AxtfmzgotKB96KGhPMkDB3yk3jdkgh49XtWEmMFFtmOVzudHaJwZXrJaeK14TkB4NaqhnZ7qw1pz18hs/pH88celXZc8vjObk/+nOXZXM4aj7DrqcVqSKvcgWgQtzAR7qyuLQzi/d0pEQrFLbNDLdLAZtHzXF+0YHzzgt/pZQJq56Po7mh8oTKylc681+2F4TZotaYs2m3SI2N+XQlRhDk84jqRzp3t1tRmS39GP+lG/8P4ztQ9di3OFJ6kTnx/FUVb/EFVHS8VL2CvqdJqyLxcVRls6zzabGPEbKiz4u8jZ7I9JFJRU6vtiV46njQpVMoUE9Ls/Kh9rfOxbr8GAXnlUljedqg4tl0i35WQTqLjwM+SVQQSDhVHReOQ+xm8jEikjCRMbToPaWpD6wS/xV7wjWW/djTo/LfMkFLBekHzPXwQsmZX4pxvaW6OxGMzYYHSiE01LU5TxE+qdjNokJlGU2wF/UGpeetaUO8Jx2pWPYZrSiXqVwVU9jxCwVGqjVXKd9hMEI9lhbpSjA/dZZ/bjmX1hCWSYDa5MGDiOPwQrjywj4rnbe6Cx9Ts+LHpv63kinm9IuvkFNcGyvAMKNGigsGu9Rv0sfj2iO4X6lmEGWmntMqKyhXkAzjdNgS9HkdWSRVyQe+3hTz2EgGBSwvdVcL918/vvV4CJcRU17qSNJidcDZpfIozgHE/QzjYKDumfbiGNcxfGifxyfV10oLPqRRIwtGoQmzWYMuO8IHTnm7JL5uTqYlnUCr5M+oxGv+SV6LYu82XAOrc52BEY9qoJxPOBnoe0O5BDHZT0tXUdGYV7Vk7jiXxHGAPOOI/o+47joF/P0YiGJAJnHwQSQE5iXlA4WQuJS6oGcLxbeI2naz8YOltYoVoPEL81bjZgMM7ikZ7AQjOA+azve9U/IWiyh87jPaMMh76gYItIIlSPjbMVgOCVMgwicr7c3SVTYpJ4Vqc7+0BV6NoH0yXAAE0wpsTfh/oBmZ0sZf2HiE7CLb+CM3YV1qkGaEjeidkcRWzd6PBJEl871BPryezGXoJLdRJUbwzWH1rOA61QBYTNa5wYRZM8g07wdNVkfYWEE06100J9B+9QCtJ/FlfqpcrebYDqNfsypC0JLHzdry4Zr8syJH8Qz/lHsMTeLuSvNAc/pggBnNkESiteXJ7nijOxkXFSntUG8Y+g2P6+HJGb1YbP07ODaiqwUGvCRQcF75HvhCGrNdXhQVcPRGXzVP4YalcanrX68Go6VzQKjjHEelxSTjH7xruG1u87cLUy+TfZj8EJTnrmrZdJTjjcanEWTqpJIvX+5KJP53Oin5Pm8Jd6Ky+70DWnc2+IFzOUexLyRwUg4iG69BYPqtLBYm6167E86Iged9zpK0XC5ALWKvjk+CplWnJgv3YtrbYTcTZTvQ78Tx1MnSPXuxb/7zAB+fRFAC0Y896XrAHo5wP6Q1gV3GaAutfF/A8u58rff3v+wNNS3+nsdvPgb4qZsGcCY85ZUqDY57dgWN2AsLpiiYPapIIQxewDe1A7QEKGzeRSoOY6WxBgsnUU2bEdCvYsdxjrJhpzQBamkEzzH9DqhkeR0Hs9nrklm5KPGPGaKb8vDP6DDazgL12jDuN+FHvM4BuBJJXijfR96sB7TOgCURpPKIkGnbe+ImF49Yu1GB1owp9OoYcURr6HeaEebSqEUvpJBLMwgpr3yJBK3+/GfvLel4siJuBRLUqIproeNMJwSw5AzZp1U6NlJJWDkoPb344kmGMy6Rg4LKHVxKzsYlb8D99/nT0hH/TFrM14PxxGYLSi4x6RDzslnnXdQ3mKEPnTmHFTVRtFC6cIYgsIAZlupxT4LGn50uLtgyN+vwKjZgyuxI1Dx+zFgxPEHbkmnLN0KVYrQogVHJ3XuIWlALk5X0MUjeh81a8aPu4a5cAKHWEQIS/ofnhfq/HpVg5ydb3iHJfNwq2qUhQIf/HWqUeJFCNovF4uYCrJLtOTU+bDT/+nqPtHynM47YqZBZ1ZDhTiSm5FqqG2YAs7ISGBsw51o5PTk5V/FpBpCLN8Ps9CG+qp5nJ3z0JU7iIuFa2iyqnF0gb0C4EBPAXPWJRzd9tHHX93qc+Fm2yfPb8Dj1ZZUxiNNfPQeFlW2xFpQaxr4UWawXEn/TLoWj8GRDND30sDe7LPvvf7RngFq6btVHRy1Hj7mkVZJXPCV0AZJ/2PkojZOlimK7Ihk9WXUS+LAhCzwNho90CgKu4l6wpLSETAXu5XspCnvKv5al8DTH/eUMtvfa/yzK6WMZy46CdYq0xKiuEZ29Dj2MUvaO1Lu0lG2FA+m4YVZAa40UXs5GEAjWTJIYBMs6aIKwLa6cSwcxX2hh29jGv3mJiwQ/OhprFPVYhJFeVOucEhirOjEXAznsSW2H9VhASeDQRgKSBlNmGLKhbMTSufK0VfRdyQdmwCaXSwuzklP9/wxZIMR/Kx9vwDaaBCUPRhk8C3MI0UXbqtbcnYjM7DK88aOcVRI5n55rmhedSG4tMRVmO/h9/1P4YAww1IVkUekdkaaW+6vMp9XutAqjmzxMBI0NrKpIS7K+ROwb28ud5D5GTTSogN3RK9OG61wjYR06iP2GLfj57DrSydqFhNIDf8sUkIjDsxG+b5p0Gcki95gWjrC0D58nZPu7qeNdgQqiW97b4smvFo5mNV5HPWOiY6YxQa+PgUDZ01GM3lCq5fOvvMIXsMC4u67Qv8+giyoPOZgeVvT5dw7g7xVArAs7LBIxMzzOT0vc+YsfOxVLeIoT83+5tAV2jXBPB3lq+yN0P5lBFYf/tI9JDnoPxcUEHjnAWcHzuhZ2MoS5+0GUp0XU1Vi9iZ8LViZDBL95pHE7eNk4BUOlYy9wjlhuQ3ENuOUdwb7nAfRGubxSjiG+6z+UqQTY7Dij8KEIYUt3k+8zh7wp0teLyzwB2OyLw6CZd9qhxXMrtBQr3bf8vOjLvZqr0cdbHatDdFOpzESq0faO42kLjEe4zPnYDjNCItDQHqXmOtNxkbQVGwX07JJ49gSg7SeMaDYsh8z1iCUcnDJakI3TJxm5JZ3AkesZmwxu8UwTwZZhOZm1ITzIj143j8lsr1aXkeL95+ko6gekc+dL9joiE2Jtl7uH6TQqBIwoMXcVsf3CysiMherTBGIuskE77N6QZJnqM0nA5Cgns2RbDgvXeXKQdbg37WW2KU7hxPyOhsfNEOLxvLiNYviD1dZSKlW/GBhGI9XWcgErdIkMY0Q35q/hAfjvUioanw/94awBVusdLnhwdQXmgVz3XbBncTDyfUouG24umCt8IRZ7bdd7W8/KUDtd1+P8Uz+Lyuzzdd2vIuY8Ll/gmcLX0bE6F4VUG86hy9VbLO2/d/aVncVoJZqBJ5d2bZ/H+39OwVQdx35bSzoBexuiEFrA3Mm9UQ1uOgPIqtLnTiCH3YXLrpAMrcbactGYOShVSCarov6XTycqinHL0WZhgTT1Oqywtpo9gl9nA8Qmhz8nLkFE4VDYhbDzmja2IL5hT1IxKbg2z/EpGQDVi/JAGWlrlvtw6B+HbPhlLgHdjMfV+fFtIaxEr9s7cSUorNpQcA4H0KO3oG4stBk+mhRjlBuaCpG7R4r79TCVC1aCtDNmu6lvSwmBONSUSS45EMrRk2bNjEZmCXn8WRSask+pjHmXxSq+zf80kOMxi/HwxFc9AekevgZey8s7xTWmR0YCudlG5rlcDFRX7iA1lwHZpMld2vR/gSuaISoD7KSmxC6Ywh90pJ6Eaa6UbR8MWXJqhEg/hAGwxwWrEZM6DzSOot2bQpdLKY0LPd69jX3z3zHOXsLXvQOi7adFEh2bji44JlztovOidR2Th5cIJKCFJnVROeOgJ1GZ9c0Cx+vSewWR1LViAs0xxanVwByzKTz6PflQW/pbryUHRD9NTU+bep+mMpFFpO4Fo4jjd14pn2lc+qtPWI+nK13nPhNqbwyf3gyZ6GtJoOjZx5CV8rGhTlqEEsL/021Nq4VQmxt9OCkpgB7Bs/2/usP56A+or22XLwfTWYafbGEGMlF2i26xV0fWwAAIABJREFU2hNoc7CYRukI3U4PIiaLapoK/WHLe9NzP6KvdO9j13AG9l+txWes3cJsmkAMl/QsThUCkfIs6AvoUtWiK96kGhBXBrq0iWwwVtbeis+Ds0s6QLXeoHRfCaYIINm5Zddsk9mPjmBagMJawDQPm4Ca7yWVO6KzRjRnRv8QDGR1Bk8Y3ZhVKaTh4QJymGEIFA2T/GE5DoLMy3aXgH8+i+ZxVIoD1OHaxbfFd5z9w3pnO+a98wKIqaWk0RQ7pP1Gh0TtRM/U6LnKWEiCtAcI7Aov4xW7WQAsu7c1zhbkvaFyHNgTzuNo1PM4q0o0WX4eu9mcMyKtLN+306Itl49ZAgk9i/P+BelS8jzy9UpAulzTXPlTV2qf+T6Cu5x7XLrKzI7eqNoxX1gZTcZ9UjYUM+qwWRHmAcf9kwIoOZdEOuTll9WQs0nYZoxsIgMhomhH222MPYhR6oB1UXTX7IzTIZmxZIPFV0Sy5YcLUhiQ47XWIwyzGGYBZDFGrNMfwUPmZqFyh0oh7U9JHjIBJM8lA4Ci34Kyqmfc18u/Gedldn5bVEo6z2QEfNd/B5831ov2nsfzBWc/LhlppHQB06TxqrQA9IJ2RWP7+/5LeMp6ANuNGpwpviIdcBako9g2+s1Qqx2xJjYYjXgLeaHfr48fhOcP4mFtX4+fSpSW7efDaWwPcuVOMZlpBacfI2FmRXYxu+xNqhYN7nHpIG/HsuiqxAE8L+ZkMWwzN8r+W4JJ+UzSvS+Eo8IiYOeZg87ejMQ6ayakCBMBbwHH8b1Afu3P9Qgwr+YKHl0HBP+kj9Nbxg+nJBVlymxBYzCOercJyYIH347DDEIM1xiIFYawgAH0ZfcgyJ6AWb0TwcIxBA37kDGnhPG3YiQOSBOB7AS67F8MhvAZtRhvRmBspKUo5oXziFiOvObeMBwcNHuBcF5MBeniHrEfuBaaCa6KaViUzc7mA5mAh0VSZ0usVQavodZoXLLOrYzj67H6cMVf6jPCNfWxztWTMX5x/Cmc9V6UtbGl1+FaUMQrnaUmSzTIhGPRu8tqRTF0sCHBmLIp0KPb0/WIKy0ms5V0bgLq3YkONFgKASNNcR51qkuSd6bdJAan6zD+wF+sYfa48SZ3FaA+9Dv4HXwZvz5A1jLwZxX073sd6ve6DAiaN53DF/7sBH6DdG9cr0i8n/b+nQKo+dV3n/otyfslPXMguyDh79Q+UTfRhvV4wSuZgi0f6+0m9MZnherGm3ydeVA6xjSxYgfjXHBFKq9dVp8sHGa9bvQ6abjqKh5HD66AOpAW/Jf2by/Z9T8c3YzQ6JaFQi88fKnlJXmd7rEcO+yDOFd0sS2ewK5wWh54Ee2a8QT89+diT+NksR5TuVqcMQ+JgVJGzeC8fw41RhIJ+03J0ya1h9XgLdbTeD47hNb8o7iSzePXWuqQSh5d4pIaHSSr22LooZ5AwhyU789qckTzqTa7YBgpmeBpcMHKZnzRobTyi5JCdZ83hmTYgHq/C1esG09GfYX9KDo2fOUh6RplqncUPUEwPhdLwq+g0N/s6caK8rjVjpPBuSWL0NXex0VcqN0ynd+EBw1LFpKzSpUBVPReTiw95iacWNRfs4vJbNAXM4Z0+NfFphj2guFwWjRIpvl2KaZB7RPDjTuxO83vRrfuzdWslL+GqsyDyLiGxF+lrQReHKhFb7UNt/pdDLvT6HQa0OrtwJFJHwd7XLyQfQNx05TM6RoriTk/t2Y61M1+y4/y9Ucu/5IYkayL2eVCCO9VPhO4UItouHQ6Ze7qV1fJoPwoj//eZ9/6Gfgfxx/D6XAUL2UUeuwGdNhp0fnR2OqL9j6JUKo2G2XBaVGrrGL4untYonxICeag9lSiqxCU0w8ovdls9qJ60UjMie3B3vaS88PNxndHD6BGAS/5Z8qdVu5vvdktLtBv+RfwKGrLkh6aNhGEnA/Ol6/RaEHMBbNhby37gkSLYoIgaofZ0Wa3mAA3imUkZXtIB6Buusk9U5ZA0SiNZmicB5I6DzuYREzZSzro0XdjN5FGUQT2jCciuHlGl5y0lw9uGzeqkQsXBHTutDajHbZ0CAkcrwak10+UYnZUDNlF07GoWx/FbzESiV15UoUJ7thhZl4487gZdbbL3CAf3ewPotreik4N6ZBG3d19zmM46r2Bp831QOjjb8MLUtC4UdJG1KWmPIzmYNQ3rze7sEWlcVm7qFFJcXhnwTcCMM1WJ7LaFeAeddej88F5dEpcxIErZqsU0rkOQDAjRZNcmMUusw924RCGY3swKs7bDh4KXJEJbDA3II8CWoxOnFLzyLsnsdXajNFwEv1mN474J8VgSvTPNA3zL+Ehc4sUqwM4iIWzeC4cwy6rD43uaXjOFrzDzOJgRI5/NrwGf9Fsj8fM80LPmTGdkXPKokfURebr/Hef1S8FqF+w90j+Mo+b12lRF/E5o6cMsgmmZ+0+VC/S1knnJpOMniuVg8WqHhVfkYNOSvfz7otC0ee5Yhea29JczAmz0Mos6aTNZlyKPQgnvIaT/kn5rWlIdrPB7rnnX3nPTnQj9mAKR+AlPol5pdGQe06yrVlM2qgtyZ3Xdj+0e1IKXxwqKErU1pwxJE0F00jDMnrQmk1iwckKTTwxdhiGVQOjahv82RKbg/8909gqbL9ojCcex0A4AzecRczuRsE7jyajviwJiX6TjzuP4JyRwG73MqbMejlvlSOSNRBgk3E5pDNyLbLjzEGA6img3dwlADan51CtGhDqelhqXmQjBOHMrKYfUWXmfUQ5/3rb9252yuX1nx97BF9vfWXFtpR4RqkwlJfV2wFS5jjG3KoyQ5DHyQ50LvCWuILvT/YJRXxHvK10LhHDzEInXt903Uh1TQd3g41uBKizf1RiFX1QI/UvbrcrvXgEi5gw6jovwYHvo8n6fr7fXdOhLp2s7fizjb+OX/kVlKjf20vd6vfT3r+TAPXBS/895vK25OCy83ZcHcJGp0F0ES9lJ0UT22PXlK3xWXWLsoJZuXoi1YPB8DVxcaWZg1ZXpSMV15wc2n8MiTOwkIRmKqZywaj3a4VvlzsPvzv+RbzqvyidYHahE0aVADRSjv+f1tWNizoGdmJfsgo7lSORBlmjRlzGOdhNZof0c1X3I25kcdp/SRyr/2bhFA7an8Cp8G2kDAOb4rO4tFj94+Ifwf1wdAtqg1bsrRpDb3Aep8x0mdrDCuNeo0tczJldGumJ21WAWOEH8tlcpAyGE0s6A5U3SmV8xWdjB6Siy2oqggXoeAsGnOsPaeqkKx/80X5IgQqtBBbsBFTxGLqKu4Frr8OofQjzTk4mp5sNTpCkmkf0r8vxksM5J+xoEcN9RIsf0u/i9haJMmGVlU6y4aKLLBdgz+irqMZ20fOwk8PFa61RJYCZDrEt5hbR+0wERfTYc7gfSXzHPyeHGSpHKrR0Sf+beYa+4I4F1H3Hfg1daS3mGsNzcdhBGtmwgFTuPrSkfITWAl7OvoNdNQ2ACjFfsDBQmFzyc0Sgeq3aopv9lnfy69RrXQ5eQKe1ToptQXEvnuv5yzv5kO8d203OwDNjT6EunMEhM4kjiImOfoNNN+456SCykEitcAfzXLWHwwbEvZoA5IfescUiyzz20nkZOZHlEJxxoUeqd2SIJN2p2E74MJAIZ2+qo+Zhf3P0EbR7gxixu0Hl7dXFPNx21YRqf/Q6FTVxAIdRwJdalzqHR7Txyuc0WVR83jFGilroWlWHq/7ZJeZQ0Skj0KYZUU38gBgR/Yy1UYoFUTRPtYphHRTcMIfL7psrusgsADxmdMCkcY93BCq2B8Gi9Io05wgks9sejUZVLyCROcGkI8c8mkK5gNWKZyuKBZU/K4sZis7FcLDHaEWoLBzVC8grE0katmmacnmYdk9KNzYaEW2YHclBZ7uANF08gpnYHtQWXhYa8Wz8Mcn5vbZoJsf3RkWUyq45aeONykYsnEPeqF0BAnkumPl7XIUY0KXcZ8Z50ek7coNnsYDgly7VRbMTWmdQo+qwhe7psCSRgnTyx0IHbfkuzDrTyMRTQg1eMKoks9lWVUhrA1NGCsP+WRwwO2VenXZ2iMY2OmayBpj+MYZZDPpDwtr6LBqFOpyxuuRaIx37cjgiEgAWW/jefns3MsFlAWiP2A+JudfySDbOuyxC8HdNqaR0oKGSCMMJmadZWPLdE1CKTMKS4RfP9Whs52IRhXOMjatmWqjshtZiZkbTuXf1pBQVHja7YTLyyr+Aat1TWlskGOekpBO9rXgWHq9b7zCecPahtngB+XBYPFx+ZEE62Ef94yWHasQF6FfStpebjLHzrJ296J7P4GriQjlfevnjhfc5HcL7wkL5/nzT7sQ2s08o6tGo7GT3+AdghhqBoWAwLcspYF5dklxrunqLIziN75o/CcN3Yc6UCgxB8wFMmafR4m3BsHVY9NXsxNN7INKT87p7VG3BM2HJCKzy928MZgRMM5Oa6TGVhRDuX+JQrS0Y1wWREvBeml00veVaatIhY6tkard8NJNpAQeM00vBRswfKsdlca35ndZ3b3tu+pmx+3Cp0ID7YnU47Y6LpI4A+dXcRemib7e3iykxI7D4WuUajB3tGqNa4rkYf8W1/9Pxj+F73V+57eNZ7Y13F6D+Br6walf69mXA7+dk3mWAukJkLvljdEz/MtatQYC+3Iis8qR9GDnUt/uj7Hvnf8Ph3Clsqk4jYTJ0Aji69d+CFS2OqKpFAL091o1my2SZsPxxJ7xnBRCZqCv/zYCHs/6rEoP0ei4juso+owF/3vZflhzm/cMJ1JsdiKkSNZQUUeYhc6G2nK5yo+9HTQhNFqLt+RCgOUyk8+T7CNabjHZUqRR6dRWs4KTo9zioa8op0sWqMRmw415yeaVJDGMrLsOEq6+hTzEuwxf3TgJ3ulunzRAXvJfwRaMHe1U7LGUgHk6LHivPB6PSsP1xZMxWzKAgVOx6rwr1xRzsXBzIu7B0SUXoWYCOGQhsH6bKQ/kZwEzCt2xosENd+m2ikSzmYWbn4ZlTULGSkyaMmNCgONGEwk+0YHBZGnoo2tUwl2lwPMNGJhaiaJRMP6Lsax7rFWRxmrotlUQDHCAYlVxu6rINdjwWNYlcPBJAbzU6RXM9jAKq0Yoi5ssO79z3oJtHm52UKB2OTAhU8RgX/30oO4D8hhLQvpMHDcrI3KCzJZ2tD7SV9HQcYxkDrVUhskUbZnwSZyaTq8ZK3Qqg3v3O7+Horj+4k0/JDY/t0xf/Gb7b98d35bHfO+gbn4F/MPYA3swriVUp4DwcXZT4oHXBpCzOyZ6pCzcib2Ux65AOy36eKYtkugHDsERPT2aPFd8vz8pWtwjoApTmM8uEHcZghQpZK4tr8Ti+4x3BH3avTndcfqQROF4rZXz5++kcTopr0m+BoedkAU+gGxhVCI0MNBzMBq/K85Ygh4+0WrW59CxzgHFVhZZgFtA5eHanmE0taA0uyml8SSBh2SVnb46o48eC6XJqagRcWAgtOlthLYsc4usc7NRRznNJj6FFNaCDsq3QFxDFVIhplcQ05gWY1xp16FBNopElLZpjQSmRaHFchsYYilIk5+vav4AHjJIzN1kFls7IdjTKlO8RzANmKQs6+i5kQUV/qzy/GVWDcZ1Ft5GEFeakE/pqcFU68wTabQgwCVsAbSUdnWCH23Cwk8qyghKeA+RaKkhgVmlw/iIrYFxXI+k2wbIKSJpXkAwLgKpGTFuoLnxHYp+eMyDdycfCAE7xKq7EulEw6zDoD+MJoYzHUFsELsXrcRVx7AiHyt3bufgXkDcU6n4ca/WS0jBRg6Pzu2Glf4Qd9JVeZKcR/NMcLCourHZn0WV+ungETzr7kKQXgWKs1rAUPUydK5uSlt+bOICcBuKhg3RoC5AODB+ecQ1F1KDRnYYdJiUyKlABptXxJZpi7sdIPI6iVoi77yBNTqDhwQ8m0BhswYR9Ea8YwHQ4VZZRsBHA2CzGYcn7K7TQBNWUzzVmq6GtuPjBjDaWTMaiUY1eoWVz2PG98Oh87Q2VKexR/rRpltYzjtmHmFcq6vC5YOs4TG3CNQqozpbAM6VwSLQjuHbdpDX6PKtmr9C+dViAldqOYqpBDGCL6hqqdDfiYUr+e0FdQbW5C4auQcxfQN5OomCWpGscU0YjaosltkwQ2yU6ftLen3dfl3PDZspWlYIRZMuFEGrQeQ1z0ANg2uxEAwx83z8mf2MTKRqUBv6yvQdhMIsRsxYDOifr4SBsf18SuIjZSflVSm/DD7NnMBcugKavjbqTKzm8sP7fr3Y5rvjb5uO/LoZsx7f/6Zq2v5WN7hpAzS9VmUNdwVqW7ysd7N8Aeb33cqiXXwE8cX+y8Xpwd2VL/3209++kDvXNLnqC02h8vnorBoIXJA6KoJfO0ctjoSr3F2mYaUA1GZ7EofahJR8X3ezRHz9M519m6M7hBD6JRtFscaJOOruFUlS0uvAt7zAes/fhWbdUzeQD7gv2XtFcM2KLtL8omuS7agFpsw2jxXpsiqeQ1pPo9i5Jh+AV/7Q4rqbDWVlYkPbkm1x0mmUHzN7ZXoTFESSubYY/VaJOGalOmE190ErBtU7B1xNQ7AAsA8COsQlW0AKVKcKfOgarcx+y9lKKV/khHR4AZsYQtiRQCFZStEynEwP1FTmOi29kNbhalRZ7s/pM2Skz2i8r5n/tHRGTjVPBoOSG0nWVBm7Lf/92Yze+Pl/KTVxtsFJKkzs6gW8MnvjAKEQ3u65v5/UHz/wWUjEP02oQJ9zT2O7+DBpTLl6fKAqVOxoHWmowbV4Sx9TGwgOYKrgYLmRxsLUao1l1S8YdzKN2nVGkUIsX1v3H2znse++5dwY+0DPwR1f78IzKiMaVAIvOuI+oFLpCV7Jxo8V2V3AQeTOzJtbMevcA9OxhWfhWDvVjs0UztRmXU2ewf/3awPTtfNmrZw9IukKYvyR+FWsZfH4Wa3tRMOdlsb8aO4jP/0GzZPolWb56Dp575j1psGv57NW2ITia0SEaEYo+nIMabHYc2YW72WA37vuqWNZ9lucRFccvqJKGe/lg55Zd16dVKwKzAYY3WP79WSjhcfAYOJ529sr/i5O1ewG+wwBHo3xs7IDXeKeRs7cIIG6hbMS9KM7ZpL/rMCvsgyhDea/Vi8P+QBlkLz82fp+4fb+ABg5TebhWeEn07/RzYEe4zWhCi0ogDwe13gUBdgRCLf5IGeTxN6SumAUNdmyLVgqGjuEEZoSqTqkVgWXS3ovnrAYczvbg4dQRjBdKcrVoRMyHSFoQ/Z30fkqvuG6IKNvsfraa7aL7d3VRwDg74CyA1BTfkOuHALbL2yeeKq6RQah9uGq2HL3ZoHbJR9zo2qw8NjLi6qevQVVvxrBTMvNiQYTd95f9d0S+x25rVBhYV1i5npDc6LGzyLfuRaCKJT+Y/Kiw70ZiZ27Ypa48Duk+z18EUuuA/AjyNe3wVAHpYlyMWsPMyTXfnze63nnfKisFN9UGx3MRZi/AiLevuPet6j24WjVYPm4WAumwTpMxFzGcVnlkwowY6DmqSozwthjtyCsf6dDAaTpF8DcxWnBam/jPrd+RQ/r4aD9qVb+Ysr7rrpRUct3MTOwj+TmM+XPIbViZ/3yze/mzYw9IKk1kYkZj3bdyBYm9ut9+AK+sW9rYutn+PuzX7ypA/WGfjFvc/13ToQYqQ7xZmIjjTza+/xDvuxlQc2piTfiyOy/0kC/WbC4bkvE6KAXXb4KNKmhS5cIYEkrhmzfQfxBUf5hAerVr878eP4jZcAhnF03DCJxZcTwfTgn9OKJz53EFFxcXA8v3w4gsQxVwLbAxHD4nOmpOdzTqYqRGC2xsMurxvD+ACatD3B6pC9+mbTTkJ1E7NSQTQzLkQnIawUzJMMOs3w40pKGVCyMbB4qlTgCHDv3ydvxvq3YTCk1jCCvodZXHmQwOQgUaUGoJ6OYi1W/cC/vaaUw0OuUJWDTZ+f6y5oj7CpsOSi7k8hHlY7NTQPOWOXgYZ4wCbJwzLLzslSZc0uk32g+CbvE0u6Dmst5KYsbPYWusDheCF4QGymvmm3ewvpaZ0ag9iomgRD+sHOyqTC/UoDWpEJD2XVy6kOq1e9Cp1uNF9wWJxqoN2/F875/f9LFZWcwiNSttVGG87+2bvu/eBvfOwId9Bvjcpqa4NhhbNU6HAIOU5f1tpXvhpUulLijHeLyUUUzzp8jYaP1UzYqFMjWP803rsXXdUfyvQ7X4l12lKJa1DgL/1UAg3y9a0eIRUMNZPXX+/S/S6x4VbwvSZiszsQnadrkrgSg7dQYTJaQHTHlUqbs7rW+uTV3r9ycgelm5NwScq+2HdPXK6EUWSvcYTWWde/Qe8QBRTTC8c0yWL4Po6PWIykuDtMrx86okN1o+CFZexvXIJr5+Myfoys8iSyAT24vD/jtCAz/ln5FM5u+7r4sufb/ZIc7xzxsueoxuXDar8KQ3BddsghNMIm81ClCKjLUiEE1aNAsAzHbm/Bgz7xOW17tWQUzAPq9LbtW2vQON+S54poHLTgLz9jTOum+V6d0ReOd1Ty+BPlRhFgZe8d4Q4Ezqfl8wI1TvwyqHTqMVGeTQgRqkdLZMseZ35ucRLCf9WtgLg3IartSOLCl8r5bzfLPrhtck/VxIh/YS++Tc1Vj9eAGzwtp7IHBBT4BPOQdEk7588DPJ0oiK8FFhvqZQJWkkpFivZbDhwHQTq7bkHTNqHEaz3gMrtGCGgJ5euh6hcSvMhLD5cjFDOtj0m+FI5VyE+ev3N8F0kO6DawZILkyiWNWKWHYaOlZfzq22faBglwrk7OoH8R04rXwcg8a/XiYTib4P5U0053wwvg5vdK/NnI3z+6fTNYiLRR4XeGmMrWIktpZzVrlN1KgiK5NDomrNp95Xp/tWj+FWt78HqG/1jF3f/i4C1Etb+Pgny9y+b7O9f7cAavXqL2NXbR1qYiG0VjiGF4UusnzQNfBq7zH83OinADUj1G9uT8dfEzRgKWmhf9LA+WaXKF0RL3gv4u1F18TfHz+IIgJM6YwAwsgYgq6NNB+rHDQ1a1ZxAdAc3/beQJtxAOeKU9iTrEetziKtgBbt4i8qFhVcoHzM7MQufxod81VCUyLw9S/dvIOw2vdhZ9tINEKlaksvu27p2ezlEFw7A7NuM3K1SxdpBNSG1Sgu4msZht2MmYa6FZpuqdguZlpH++Ei7qyVltixgr1R6PFrHaQlPdN64272WvfzQW9X+8avYldziEPuDz+wXT/uHITSMZyeCVZ1yKwE09GH0ghwJihgtn8Vt9IP7Mju7ejeGXjvM/CvJp5GO2mMNNjzziwBU6TQZu0+fKxt6fPs9cEWAVIpsxczTjcWtIsOf6zcBWzTj8oC18+dBZ9Pun4vpuzSM/f+dUuZTWv9fSLa92rbRxFA7d5uGJO39+yt3G90zDOJHP5O0+ix1OWmrvLxoAhbx4RGy4U+F/mRznO1YyOFdb62/oadfQIXW6XLnbPVgCeLFtRxypSwjOX0XudPzJVM/rrAjFFVzu+O3sOC+ZP2TtEZR5FJy/dHBtPzIZNCirCd3RjUs6XM7LCAx1WqrJNf/r61Auj3Ov5IPlBZ1Fi+fUQXJzstoEuzimHc2SZU86B4bAV7oMroRSYcwFR8P7dAS+Gw7JLmWRHlnaC7ttCMeKAxG3OwEHxbiiuktldRP6tnxS07i0C03dXuBblvIh8T2Z/VuyLnufJ1gugFfQkxNKDJ7UQw86LcK6p2Lwadw4irRtQFfcibc6jyapYYnbJ7zOIN/WxWdbuuOEmc15/RpXvONsk8aIUTzgmzj4wEmgbyNx5RDtq1K2D/gxh8dpC1YHkpVIfXEIYZOVYWvRIBZXoaKjeEYroTBduiGwF0mBGJhYwwf90VHQAZMk52FFA2/GxpzmSRLorY8iwLTmEW2WQS1+I5UIoQDcJx6p4vGwaOhTM3BNIfxPf+oPYRAWnKLxnlGg2awv7tGg3NPqhjudX93APUt3rGrm9/dwHq2/+eN3zn3QKob+WrrwYAqDFtjQ/iuPvSHQeml3+31TrlXJCxYs/xmp7BJlWPenYTGOPhnUG72Y6i1Y4fBZeRVimM6ixqjGahwXPhwVFpQELajdYe4pjCL+pa7MgmYEw+h7jaCzNjiqGGN16arD+oYW7Yj7y+nll6s/3KhMMROWqa1DmWqsUX49f3w8lvwGpFrz+2ojvBhQdzSpnFGZnF3exzl79O2pPp34+XutfmbHmr+7+d7Ve7xm9nP8vfU+lq/l6fwep3h53Es5kLt0UD+yCO9d4+7rwz8OSPnsMPP/YJObDHDn8FftU5xJLTiHmtODzQgdmnf+0DP+h/O/EU6sP5JfFQowD+edvRG34Wu9R9C9ulG+RaShb+lR3Zvuwu+AvvyLPmcq1R7m7f7sG/F6DmPtlpqy1eRONopAetgaka4IUrO8prPQYaH00m5mRxnoAnRlAsOrJb1z5RhJnoh59ogOUV4M+t/qxnx+1y+sp7dvSWdCATB+BpCFi7illkVEo0vjRIW22wmEBTpeWDGmWOSKe82uv7Q3fVDnO0beQcTYO27zJfukInyqxdGrVRJ1xjpNGxCNzZhTWVkg5xpT53red8+XYE1ZU53ctf30uzrGAW2khi0uhCDeYwTDM9fwZDdivWF8YQQz3m4iVNNv1CqNGmnIERVXKc/jhmrU2odd+SSKcoU5kge8hoRnP++/KbM1x0eWeWgJXmVmN6RnS3BTqcqwQ2hVPiZs1ChYDLxf32uo9DFcbL1wR/+86x691et+VRJHMF0S1HOmJ2Yjnc2j7EXA8IcgiyZ8rgm53kynuPwJ151+y+RwCZAF+b9XhDzyy5XuhULjnfHNrHI0a9aOF5RV0Mx9BntAprjUM8ZMJ58WaZ0L7Eiq33B8vXEIsoZmwnTulsOVqP7yPl/Um7JBHgYJc+q1KyvxmWWialAAAgAElEQVRVhdPhiCS8zBXfQJ2zExn/ErqNZmwoXi82s4jgqyyqw27EAhuW75Xo3cmSnG0qMVs2Z3tNzyHQeXGRZyxboFKSAHOnNYFWuyf+z/EDYr/4dfdFSayh+e8Fv3TvNxsH7ujOdPR97gHq233aAX8vAfVyg7I7yZTs9n/K0jsJAmhy4C2sQ0P1nICpTqsN3U5yzcZi7/cYPoj3f3qkS1wWSVj/71qudy24MKNhCOu7Re8UiuE8mp3tYnB2nCY6KoEqhGLIldF50RKzSjjgvysaFjqEz4YZyXVmfrPhDwkV7/ewHT0zYzCyeXj6iuil2a2G60PZJrQBhPYc3PASNIpwBgAdrI02pcw4VN92FMKl1eOIYu435m64cFQNBzHmnIKtq8oGIlLtzTFTOQ3XdpB1NGaCErXJjD8qGnGa+FA3zv8egScLvHH40ulgp5oa9EZVhVqYEr1yLZxDaNSIe/jpVRZ495u/iK+2/78fxE/7ge2j9sL2VVkaH9gH3MKO7tR4sVv4Cvc2fR9nQP3dn0J/9jfLe2Cs2/11aSR1Hbx8C17Y9dvvY+8f/FsJqFv1fqSK9LB6G2Mt17uspNO2TzvCmqF28WLqCB5bX2L/vN9xI2BN6u1Gbwqd/FwWDVUzl/Lw9dqYO6sdF02QriYvrdCLUiMezpSel9wGNJgMctDFqRVMIXORPl65f4Iwz6qH5Q6UgRaBlRHfiReCSxKRxfij40bJDZsjSmJgRzauHDQrC99138D2xazq5ce/3LV4+euVFP3lrxGQLTi78AP3kERDvWlg1Wc630fm10FV8jLhoKETnaPhj0EZtWVTp9v53Tn3XETmPc2/uF9S1lMybyfRWHhVjPIcL4eCmkad3owJHJbuMZ3m2X1mjFTgnUfB2YVY8bAAaL7HCHOwAsg8mVKdgN2JQNWgUHwWkcEc5855cxSWSiwBsWLKtdjtZhHAV7ZQzgkEq8NWYTN4Rk6o3TQcy1sFpNwEMH+0LFEgm0Enu+TaEjrzIuvMrH8cev7YCikD762p1ALyYNGgAa5t45rZKlR5Sq8etrYKvZ16fAJhdn39YEwiq0J7I77pviyxcSyW0Ph1ndEq8V/MLqfEbxYWavi+xfzmGWs9uoWmXpR1QANCtIY5bNIQLwG6xS+XBUSA3TVqxMOGencOutOzmJGFQoImp8ICjMvagvIT130HH7d2AO7xMnuC90j3dBqht1RmQIOy2bSFBcfC6yrAkJGQRBeu1bgWuRuANM8Jn228719TuSX3G4tXT1pbRL5xN3yXe4D6dp52pff8vQTUlafrp61DTTfwyM14f2MdXtm4NJvu6ZGnccWdRZV9BkeyNWLZv1YH79u/zG7vnV8afwQPhgEuBZfwP3eOl3fyh8MtMO0tkkNaHT8oWYF8+HIwHmq1rNDozR+z96DBO48OsxU7VQOO6Wlc8a/gE/Ze9GbVmiiHSf04lG9AZ2fLRmbv9Q2NjXtWgOmUfwDByDswuncghxtTsdllGTYOifuu6Y+hLd+9QrfEz+Z2gyklkSekgjX6wysoa6QengmugkZun1GtUgHmtvXeGYza/VJ84QQ6sOgQy/1O6/ny5BAL9+NYz8pMxdv7dd//u+4kQB1JLd7/t7q3h5+GM7D50pNo0/2YLViosrmIhRjaJVENe2EX1Fwvnnv0cx/pVyWoJvBI6NYypbkzPABz4rruMGLD3AqgrgTNy529+RrBMzuhpHISPPB5zU7tXp2UDnJffm+5Yxw3dwlovV1gTYnMVEMVqnQ74jPnyot5q3oXZquW6qQJnjgYY1RjP4qE72BGv7XEjVlygK3uFcBj+Q/Joi+Lsq3aF6DYQedtnSs/kwngmAfOQUNJAghKkPqMFsQYT6Yz0DRRCqZEK1s52NXt8q6KHVOlBpodxmJsrxhXxZ2d+J5/ZklX+r0uNhZYO/2RG8ZM8r0E26RKVwVjS+i8y/dLIP16cHlJd52FBGZMt6p6FOHjUjCIR5GitfWSHGVqhz2VgQkHrXMpXEyfFVDL34Sxlr6dgm+ZmDZL3c/ItZrXMSnWVlDyB4i0vdnWPcg5NkztoyGXgpo7imstG5FwGzBvnSh7lqzzDmLaHhQtPT+LRaUmf6vQkKOh7bTosj3DRWLmglxLvL6WA8S13tRkoE22tOKwhXIWOk3RGHvGwWuNuc9Rh5+FB0Z+sQjTBx9XVbI8Z7MpQENSNg+YhU4mIs1cc4sSA657ksqRGKiriz4vbDjM6yy2ecP4BdUJ1+nD3xWXao4vOL0YCEakGVFv1ODT1i7MFUqFmlC7cOgAzg55MINJ7wQYbWcuuqnzO/C+fjDIyHXKc9o2WSwXFugJQx321WqNU3oaU8rCf/SXSuLuBgD6vw+3SBGN5rp5Z1s53rVyzck+/CUAJ8MxDBVbcMmbvGMjSe8B6rXewSu3uweov/51/LR0qKmzjsaB9viqTsR0R56JHceAd+WOvaFvdjn/q+Gu8mTNCq0Oc9JdfdY/jSKKks/HiYQTAB3Bo/EPaODhXcQBqw82u9neVSirERepKVMOrOIFtIxOwFA1cIz1MIIqKNeEZiazlRAjsmIDcy/nEDf2QE0VlhiT3ei4aVjG93MoMwZt2fCvliZNvbH3prRG0g79ZKs4bt5Ia80qOLOzqRWjSQkr+t2FXTAWYy78WEnHlU18EgxFi7lnV9DDJROb7AYNpLyLcm5IlzyOecwYabwbDuGbbdf161su78MZd/QjvY4+NvBbeN7/9s0umQ/19c1OG3Yk0vjBwjBm+k99qJ91b+d3xxlgsWe3uQ8vjOYQN2zsbYnhneBVbPAPoK9mGn/V9lc/sS8S6fmWL04rzcl4MKTFds23inY6GuyitW8vRdSsdSzvQkegmgvPJ4zuFTrPyu4gPyOim1N+E54/LKkL6GhdUZRcy/FEHXZqXtNTIwJ+2JW+mFhK8Y5o4NSLD1Vr/E3xRYmNok43BhsNFZ22COzM2JtxJrixs/XTzhNIF0/KYVbGFRH40rSLHWQOxvgcU1iRzMDXCIRSFbpYFiMakMbz7ouIsqjltzM7cdKqLVN1a8xOXLYay4aU73Wuftk5CMsfvKFp3Grvrfzs5a+/YjeLZpvJHfPF1/GY/ZBofW82aD72tYCMsu141G1B1fw4LlafEAdtK/wkqhAgF7uCuAfEdBoz6uSSYgcBG7uvxdgTaMkUkZp/SyjFmXgtqhYuy3VNADzS3g5N1W+xJIlg99pfdGKnEZg1fRqhWYQOiuVkD3ZRGS8XFkYk73qtnic3+s7sYF9tcPGMyfO0AxnvnBQzCJp3GC1lx3Xq6A8pCD2fBZpZlRT2HUdvMA9XZ3DGrCtfO79tPYj1SOCEnhGGxJveCfyq8yhy7nHpGDNCdQaxcn4z90MgSNO4BEJxap8Mp3DJ7ln1emS3laNSPsD//oeqWY7/55xH5XUrmF3h6cLfsae4RyJIc8kqjKrSGiiSpfHfkTTtbgDS/25ks8QS0iwvKkSwALEawy+6DnbYB/FcZlKYdXcqq+0eoL7Zk+rGr98D1D8FgDoC0s2xBCaKedxKru7tXzof/Tu5cOMExJzP84sTYsG/BDi7sVC4ThOnoYW/zAzmRpQ5LubsTBLB+ZWaN6txFwp1l5Y4eSfzj5bB8a2eEVkoUheWbEVYh9taMEafyYXjWHoGaS4IQgWnkFlitsOFBBcXzMWmq6ZBDrto0owlzuGs9BuqDrVeg1TnCcRpSOSbDg4bwJjVKfqgaNCFfbhYjSYrhR9mz/7EJ4lHLv+SVOk/ysFM+Gth9if+3T/K73zvs99jUn31l9GbqkbatlAb9wF7BGnLR8ZPYj7bijc3L2UNfZjnsjIOcbVF6h9f7UKr0SggLWK1iClZZhawUhiurcZD7SvjZG50zL87mBC9JXWWNJoyrJKpFg2jqEclzTw++TZMzc4WV9CljNtoGDkf9nwawfwgwuz1zqyRaIbRvhl5440V8YWrHUvkIDxqvSOgi8+1glpALrZbTNjo2jxLPal28bDZLXFLzdiLWZyBiq3H1xaTESr3TYBNSjIHwUEDdsr2jDXMGfPIOt3CEIpGtD1pxr7hC4AgaDxpJnBqkWLNbQlo3jKr0WDUYidSmHaPocfqkWxqpk/XIy7d/BmdFZ+Mv9bDYtIUM9ICYiKX9MqsXe6XoNqy+8CAM0ZAcR9vBhfRbpSANs08ZTvvDAoVhee1Xo+kpT9iP4QAIVIwJV6Ljt78HHbqqOHdGWRIIJcR6bSj/VvaKvt+sCBA1292+h61H8EGN4t4kMasOYB6vx92ECJn+0h4NrJOoUwDn4g9jnb/3IqOOc/5jHVBOtA00kr5JR1xYABT5mkpcLCIksYGYWewM55AE6qKtgA+ZoYTQDPbPDTj5cI0/x6Zat3wulukerMDfaPYt/mOT+PbxhG8aDiY1QvoNlpxX+jBX4Vhl43tATuc1BLDO40DJrXjJpzQwIQBvK3H4JltGNMZbFI1OKvncE1yTAo47r0gjYXPWrvwsWAOljsFR9ciZ0NipwgEyaY4ozMiAYsvAnsa+Il0If443MVsdMlvL7wg23/VOyJNCxZjHO//Z+9NgOy6zjOx79z17f16f93oxtKNpUE2BYCECAhcAMqSJZetsVS2p2InrimPU5N4Mq6Kp2RXKZmZZMauUSqViqviqXiSeEaV2PF4ZDnyWJYtyxJNUBJFQBQIkACJHd2N3te39FvuelL/f/vefq/3bgIkQPapYhXY795zzz13O///f8s7bCcWIk10oSPvL+CIejB6XkKRO0peJPwWjCmv8jNEnPaQpvZjUcZ/cK9GwrRbvQ8/iO3++6mzsGuvcjJMFUGxhGDxf+Ve5oLO5/XTPFch4o9QGUdEK1QIzEPge5aO1/f+zQcx9E2PuRtQbzpF626wG1A/pgH1icv/HJ1mHFNyDJfzCx+ZIHrlnRzCbcKFybPaUxjyx/FxpR2XZR7T3iQ69MMoCT3iC0l3dlV1ll70Wbs18l9dGSjr+87Bi+XhxlwWsgmblAriBBWv2VzNdka2ZtPAi7JMH7xiIEhDPGv1wMkN4d87f8w33pO4X0LPsFAKec+K1k9CFH7csBggLuFUYhxVowc1xGEJFS8j3wBvouA6KbrgS4Ehu4Y39r53xd7NzvmZkU8ipgDdmoQrY/jzUlAh/un0E/jm0r836+NB/E6WdTU5i7/I/fhBdLfbx2M+A09d/ceIp8fRa84gAYF3bAPTM0eQ09rxo2P/6qGfXX0gXX+wlUH170ydYwhn2ELrPRLxGgfwc13bo3h8feK5aBEd9knBCllRZawm5peudFLQ2k9CJJOAFHBHX99Qm4LQPiKbg1QlKqKx6kkwbpC2RjyJGUoC6vtZT8IXAhMyzx7Ma6lsU0WUhCzJa9l0J5nHGlaPV14oqsB5S5Dc+t8IEfSqanIQUt+o7wHnPicTKKh429gXwXs3ugnWs0OifSgoL2pdfE7krfsuweT1I5v222megi9MVJzrMPUnWIOEAvIPspFg6CH1EEOY65MYoaUXBb2UEKHgK4V9WMRwoKoeO8oc53rlbV4DkBWYLLIndEWvIpWfwd3sXQ6ei7EXkJVTULwqbC2DnpIBV5WYVi5jj30cijUH3woUtRUjF9g/LTXFjkNxnIakNwXMtdanYEytTdmi72ooIlozNGjTr8JQjsD2b6DW9RP4Y+1tLOoH0SM9dIk0DL+CJujYX1FRU+dRMBN4VxZxWUlGSQ8KdI9qTyDnL0b2XRPmMVRhYcQbh652o6ZkmQZHjSxEdfttTpiEquDROYkY/NgpDvBuocrV/ZBLT8mSn9UGeFMSMSPEBgnlPan2c2KHrM7+b/sV5uCfUfs5NCaBu7BwQduSPRqcew20BLoO7f4xDqjDdpk80EUCv9UdONA8Du1rE6fZbjBMhhHcnhrNx88p+5GAi+/y20dDh3MLpkhjXKfkjQ4FVVyp2nh3/+uP5KnuBtQ7vywfyYD6cRYlC6vRzyePQyRGoWoV/N2BP9j5HfAY7nlx/ATzrojXRy+2n+96HVQZSSsZpNV92EsSH/bbUPVDEHDhiQSGpL2mCnZ4+qR4SxUZUnslITB1/jaMhbaII631nUWFuMxNp5YVKZd2puoHZdETc4vwb+7ctkIxmqB2nYBnVKF4MfhaGaqdhK87EL62agH5oC4dW3cZ3fzx36hRldvNPoG8OoKyGGe+3rjiYVI6mKQA27kUcbbI8/qQdhZfy33rQQ1zzX7OjveytyO10GdbSB1vOS9jUP8M/qz4/lh/fczsweGYigV/HN/puv1Qz3m388djBuhdPdg9j8NKL24WdWRNgSH1xxh1Hz5NYq2Auj6YPjOWxXNuAQTH/p8nTrBCMNQW/Fbn1hOCa12F702e40CH3okxtHGVkQIJptGIQ1BLBpyJpSpvpg/CbOFg2tNrgGJxl4qdBYQE5ifh5pfh5/XH42RkToefaUU+XuGfSCmZlJ0tpQk/cu+sUsjeTOiLgrsetbdB4Zg4rYuyFgmJoXaxwcoptIa6KSfXDWiJR5qlarKsbhr0UsB0Qj2KJufdNRW8qdoqhbssqFUHN308noq1R7kyIUA88S4S36ouB14UVCfQHYlzElVgAioncCiQDmH1FLQl0dtgSRUG5nR0Nf4iVL+E3nnJNk2+8BCfvMBwcCXWvS6sW1dW07MoiUNq+CsbIcZI6Zuq3YTyCpXkNdHDegCV7hfxh+IiJ3hCbnpVxBHzDMR9C4uqwFvKAiQ8hnkTKozg1iQ+dlo9iJRzGz/j7kWq4iGfsNjCi6rvJNQ2IwCpxBCTPtrJLs0v8jNh+oFQKTXipZMYGicrlgTfLBnwzyk41uQio0rIU5yszDS1lwXqKOgmwbu8ACaEgwmRxPfcK5j3pvEPjHOYr0MGUl9EUaCkT73iN1PLvGlODE2p7bitqviNjoeffH+Qz8fF+/0sZjuk7cG3nYA+QkiAXxQ5PONMYso4hv+IKWgiiS7rEjvU/JX3Lgz5FF7Z850HOZQH3tduQL3zKf1IBtT10/U4iJKR927BrSCmqqh53ke2Gl1/3X4weZY/tqFYDlWqCWL0ha4fgHxWwxd/szcHXWSh2jPs/ZjxezCpXARZVdBiz1IqDAcL+clscZHqQ9GoIDV1FYnFp6MFIKt19x2Drd2D33S04alTfMCc1+Hd/g4oMKbm2wF/WzN64Hsl+N4yn3snj6zedQZeyiM5Ev4om8ogPDkNVzZWGYQgb9R9kHA25Wfz+LJneDhufnvQaeKVWclWLKpzmDFbMaEEwhvUbsg55m+F7bD+NP/zQVZw64PpteaTKuZ/VQzmnHyjn4i1453aDLr0DN6s3kdVBj7h220daiumvblVu/180z4Wg6H2pPZZ/Nkj7je53fPe3X77MxC/dZi9bp/COQit1uCf/jA5dD89+THccVZXfCiopmCbBIsu9RAYGPhfpl7AD/zxB6KoG3pchzNF8HESAzP8bvg3lgMPff9ZVPQLDN+mSl61qRsVMYOW2ckIGUPvsRiehliorBJ/VFsGUW25CqXlLO4Zy0kAP36uAXYdjoM4v2n7clApjr/ItkErqSJhBY7g0RxUeDMRlJj2GfErq5KyFBTcUdKbipRt9c7ZSL27vg+yUfLlIl5TjHWttbZ6zIe1HUHOVwqqbedYlAB5yTgNs9oYbDF8OHYKpjuHuN+LGm6g5i0ng2ludKUbi/Zy5Zhtp5be9+Q5TY01A2pPQtYmOZlM9yESPRDEnVb0yPYqLs7AwrUGqtdWz4MC7lLSRNyNQVm4jNhUDrX2SRS7DmHOf4PFRqvQ8V0KysxnkXRH8bdYjDjKP2OcQQfi8LxRCDWHOTg4JrI46M2hsxKLBARJZ8W3J1FuC1TRqYWCg+nZW5BNJzCkB/NIwTRV+nP+s6ipAR87L6+j2zvN7iHSqzBijZINCUeDcIJtCP5OivieasBRfcwao1jQejGrJtlFJAWJ29YFfFp7EoozwhosvjsORelgPnWIHqC4vWA+iytyCl/qvr7VqXyktiP9CdKruSRqeNkf4yp9pz+Hjzl55thfMXpxg8kPpPz8GhbM4/iD3Po2ho/Sye0G1Du/GrsB9WMK+d75Jf/w7Ekc6lDwhv79efNFLEpaLBKJ6zzDxPZXj6EcUyFFBqnivQbBHVqwqcgwZ9iXC1FgaqhHsNjWHkG5krUX4RdHI3g2+UkLT4d7d/NqjqI2QVHTcO1RMA+w5TCE70dB+mZXg+GQ2nJVh7Yn+Lll3Ia5uBde2oZSjqGWeDv64MfnByOxtBAiSftJzYOjjPPCYjPVXAqytxNg0wd9PqNzVYAqB9/17sHQD+I/1FWtNzpXCri3Gmz/vcln2F98K+1jxk8yBH3GvxZVssP9wgp2yIHeSn/rbUOVg59KHcQ1d3VF/nEQWHkv5/5R3veF4f8C39v3RzwF9G8lfxznj32R///E0Ocw7o2tmXyh3z+fyeHruQfrdV9/LVaKkf3jyY/jf88FAmP028O4L1cKndGivnMO0Nws5M2r0DtPwW/W4CTdNS2tKMghTjIt8ImG01RVoZTy0O3c8qlZDqDrqJqXIYUFNTkAqAncib3GsGrdGMDL/jjDr6lClkUKBlQk6qDtYWdU0Q75siHPeyv3M51Xm9OPUe1CwANVmvAdBcwjJbj2GAp83JBbTPDQrbSf109CsUdYHJOQQzOdbcwDJo7xtL6fkzNvkaf0CuXvrfT9XrahijFB4leqQK/XJ9kquaSYvsacbzYOumb7a5f5O+ITRNa5GVXrieeerqm4F7+EfOwTuCqzOCiqOFi7h/aijkI6FinWh8ehuSsZB/GWzKOrjrdNv1N/FOxqVhnlhIFkaQ5ebRgkTreoFyCVJmQXmiCqr69KXNefB60lKDlEjdAYCsxV29PfNZGDqy4g39qBgriN72kZlPwiW2Ht15/CMa+GN0QJE2oOMW+SnTii81jirB+u+khUSCNlOUEVagbQ/Uhtf3kQfvVWkJxqO8vVa8OVWDSsKOCO+l165lITZLMZwNTXO7eV1y6ki1nxJoyrF6CYT7MeQdjINcBWatB9E7HyPO6n73NVfDuuAZvdLx/E7/SeC0X06Pj0fPQ49zh58C15H7qaw0Xh4BNKD2Zqr7Ibzb/o/LsPYqjbPubjE1AP4yufO4Jfq5f4+PTv48Y3fgX7ls76/Jdi+MzvBv/zG39Tw5fPbns6trXDbkD9iAXUnT/6NTSrKdyojfGF/KgIjG3rrt1g4391P4uf8AKYUs49BrM4ivHmRaTkXiQnl+HY7DGturDFENS7lJUNPoYEJYSWgGzX2HOaFL3rW7J8Bu70pVU8Pz0+CNVvgYBA1TrPwbPoOQipVOAbcdhJo6EfdfE+NDsBRwaq4eS7ajpHIfONMEcaj18e39TzmqriSs9x2OodGF4/5Ox9CCMDCI3hnH51NhL5oUq702fyxz1cqDrGJHO7wkaWFsrM2jAsWjwknFPwzAJqXiPcLczyl01gznRxGxXMwcWC0hrZdYT+1yRX1Ox7kMLAdeHix34O/7Frba/rZ0fOQqpXNrRE2849RPDwLm0/Li4KPB3vwbvWFMbdZYuU7fRF21IF/JlEIqpQ1+9PljTkeU5tCj5+r3NzxdvtHn93+/d/Bj5199exaAPjxkUkFAXtoh+LCwfw5vHfXnMw4mb4mQeIIgD1Eq4sVYkfxugpaCZO36Q/+0CEfggVRFxKavV2WCuD6PBc9rlngdnGpGOour3d86XAJzl3L7IoIv6q23wCemmEA4D64JP6piCKKmQhxHW7x9vO9hTEUyBB9kb1tkdhH/XB9kb9EuT8J7UB9kPum6fxJzHWtAAbRajmMSjSwpRI4Zp3cxVXe2W/1FdKpNGutm3oA03jre+P9ltpO/lzxrJHM80riaJtt4Vwe0IBPKfk4NpXl6rMk5hVO9FkXUQ1dhpV6aLFeqMBVh8ei5ItHT55T9dQiemYUt4A8YdVqOiWNuJeBrpbxKIYQVx2oKWs8a6FpIYJsw1xX0cMk1h0fsTUgBsCLEzXo+TQyQp5gFp7m6vWvqKjqjtIFxzg6o8gDg/Cxm0sdgyiqWasSjYn8DyQX4TX4kL1s6iKN9YUz6Pv40QrMK33oEkA33Wu8DX/tnsdn0UrDBeYje/F39SJ2xEN4DntKFosC9mqFlXO668BPQ9K/ACfKyV4YjILW1mMlO0p4BZ6FtLIYth8I9hGdCDrH+Ru4nPXIH0LSvZZ/n9bEw32efR8UZJBq86xKBvZ2SlTVQgzCyszBl+zYTcPwFEsJO0YROU+hJoIhN1oHesU4aV6owQU3Uen9gZ89cex/WAojnnzJF61v9/ATSc++IgbJCTIQuyOzMNAHItoxf+T+8ZjcaqPTUB9/iv4yv5fwa+En9Xhr+BLL38SXw7/cP5L+BK+/NCD6PqLuhtQP2IB9WPxxD3CgwytDAhqGC+MYzg7jpRyEG0ljTO69OHzJ4YaFGTXOx2950WUY6uDH4KAraUCThwsTeuGXb0Mbc/zqMSXIWf5XOCluV6jaowiNKScJl6E0jjd2+v7U290CWjc1fgVDtQZwq4YhD+Hae+Hry7Ck0WGgiedc3CG69TQ247Dbh7fMBNPxyUemDZcgr2P/HXXh7GHnDTah2Bvc7gClUxoRJq9b6n6BN/i6tJI/Bq+n3gaX+x4ec1T+9mJn8KNNaq/D+JWJO9OyBZoooYfV0vsEbmT9olUjblk1MjuhpRZi84ttiTJ+Hk82/14QL52cu4flX2eu/KvoSVH8ar/TRw3PoY2NYkORcc98W1MWHvRoxxBXs7i7f0BUoHQFPXIiz13j+F0vBuOmGaUBQUwB9Rn8NXcdx/KFBJyh4Rz0toBFisisZwvdga0hK00CqJ1d4qhzyH3cSv70Ta0YN9TPYiKqbCbgCdc5JXbDRZSYV8sLkXV4urmqJ/64xMKieg71IhD/UE3Uix2hAalDqZMlawbamwLGHYAACAASURBVBz33HvoUHMslLkyaKVxsxCU6Gav6n3k1Jg9g7H4ba4ukkVX1r7CkPWwUVBIXsQJ6MjAYegwtZQswLGvR0FpKfYi/52stqiR8Fwfq0bHIoG1MAFB+5Gw1R21hWHsVHmjttcrM2yXYK5TsrwhxJ0CQAMGEkoSFb+MLiXHHPQ2oUO1Atg9QbDpPKnRNST4cb1Q1crrSONrkn1ITV+JKAFW5xnYqo9LRg0HkeBd4rVJdNRyAMGUK/kIiVXvF01UpXxTCnP+6zD1Qa4oPqENsMgUwdSf0Q6i1RlBk9vO3GriTntyDgrSnKwmLZWVjehXajkLJznO31YKQNXYvkYLuuQg24BNEffbD74xFHzRfH0SzfDUVhYhI5E5gv6TjRXxn1M2kK2Ygb6LEoNQM5xYqq8mE0IMRissQ4e+8C5XwKk1z+cZkbaWVzYl8VfSxWgfqqSropXPgwNnO4uKurxOoHPVCkl42UDzgJrrj8NDMaBwGD2QTgkSge0Yzf1CWwcqRgzCL/G7hNY7VTENOzaA53Lbe+Y/6Gecjk9JxKFYwA9/EsF5UWIofMbq7bMOap/FXz5G9K/HJqBecSMMf+VLePmTX14KsJer15/+/Rv4RhR1P9y75yMZUD8qomSd3/4/MPWT/9XDvcIfwd6Hbr8UVVfVlrOoaiYS1XlgcRKm1Q9v8nLEb95oekiIzNcLcPUq3NoNeB1nofqAbkuo5QqUxVhkmcUVapmFmJqBl4tDtmZRjtVVeNvOsg/0Zo0+NJnJgHuckC8ChSX+EnFx9ARJvMIvzjGkm6rXLOqTSMGbeHOZs2328XZo7YKdnkAhk0bcS8GcG4GX7YWrKqjoMbTOSMh3GyHKZA3mtlQbqtUrx0xVehIWIji53xmHMh9koUlcqLyFc1xzDtrO4nyqgF/uWj/opIrbUVqISRuhquZaFZXN5njl7z3KpzHmFNlTmxdlwmB+dbeWxYJX4X8TLJwa2WN9JnUUhhIsiAy0oyYFdDGPVtgYpKqQrKJZJpCFjzNdQfDy8sQ59gdPK0+hqnXhE3seTcuM7c7dR3H7E+/8N7is/SWIS3/A/QRiZhVZzUZCtfHHXV/dcEp+bvI5XHMatQo61R7ownzgYnYr/aDrB8aLeJmKghr6LYRhrldx3s61JqgnLeyjhX+qd0vvv60eg4P1ygHAyWMoM8wVtw+6UeBagYXO2sbw7hCWviiaUICDKTmHpxEoSlNFneDkuUIyOq9K7CwuuJfxKR8NAfVOzpcDZ3q/6XsRs28DWm6VL3jYL23L7/W6Sj8FwlBJe6SJg2NNp7Rh0Ej8U0JhQSs6D0qSKEZQcd+oUUAdEwG0fbO2x3+RRe7CFvhKP4FFIWFaFxBHGzoXDKh6L7SihK8VGWlGAaKCBCw/+LaSuOhQ/AoUNcNwcrp2FAyRTZQHBd3+InoJsC8EcpUEEm4VSnkY+j2bk/H1yXb2qKagsrysGULCpjPGbeQqezgQ5ra0BiAouydMCOsKOqvnoKsVzGt3UI73YEJaq8TYSCW/ZfIuJ7LXpWq1ncW8dh/teUSQbQqYqamsfH6fYeia0g3Lv464expybgRK817epqy/AvJ9J2FAZTEFWRqHdBbhV6dZE0bJHADMFPwUWYqZsDg5noEPC4ZygJFqdC3CRs89V82TAxhLjmHG6OP5JUREb20crdPj7ChCHPPuwcZv/tib/QGnveVFVEwTh/Z/e9Vt8YWJfny9685mt8tD+/385EuI+3lOXJGnfEgnGTVP4i33Ks6rJub9wkOh1Ty0k1rq+PEMqIfxlS+9jE9+OYR7D2N4eB/27TuPL8U+g99dAQV/WHP4kQyo6yfzgxAl6//b/xfQarjz0q8+rOu62y9lf38YqFbWN/po+LfW/sAzrMmvIa6dg6Pchmjdi3IyWPzSb6b5IlyjgNGshZZaConpISi3lhcB8epxeGNBlUQ+/XF4XU4EiQ4tNsiLdKNWv2BgoZFYDopXg6yOwVvyt9T0Pqje8uKAFXRHSRE1qI7GCxToZtnmq9a1ACUWfDQLSaCIW/BjTzI88R/5LyA1PQZxc7W6NwXL0OIQKaocFXhREq8eg6wVGwSC6GNL4msUiNvNs2t+8Ov5ZeudO2Xb73b14oXc+mqfHx/L4gtoxYJ7l70w/8D+PiufdirNuOze4H8/pR5AzpuB0Pbi2+47sGDxh22jRkF5F1l/iDb8oDwZBdG/0HQEEjV8rTDMEN0es4QFfwrHlb3YL114sopujVTGZ6ELDd1SxQF3piFIoaqeZwxAd0aheTY6Zm1AWphvy2FRmcSZfTuHme8+5O//DAxc+k0MO5OoNb+Kc/qn8cpEBU26geNtBgR8vONfwlT/+vz+9eys6Ex2ymn+LydP8EQcEQmUndtrWiHRPf4T+jGueFHbDl94J7PcZz3P0FS2slJMWGYMo2tU9nbSN+1DPsNESaFq2FxLckP0z1aOwYlMtxVVLfA4piCGmoU55nw+7FZf/adkAXGoi7lB1qSgqnc9j/hBjoUCgGF/BM85jcKWFEyH4l31x7Pi55D2F1FSUqvEwlaOi8YdBtf023p91u/H3z8/+G5bKrlHBN9fmhOibaXnRhqqrVyxzZ5iYbpWcRyZmXsQShqKTEK6ZagiC1veRrxyEjBM2Nk5hh/bmV5U1eXr6itxFAwdpHRNKtmTsogFbwzz2gH0CBMd0sGgr6B73oJupYHRYYh0d6RdQlQGt/QGB710TArc6fstfScKcKu5UxF/me4vqqR7xUsodQ6wZgAlhSh5UkINe0ld2x5Hd+0whPRZOI2EwlgxfAl2vd59kCydAswYZHESIt7KQqbUFDcOKD58tcLfNXUhxlQyQf7X+Rv8DfebzXXXR/XHo2S+rM0tJ/EPPr/K8tPufB4xR8WweQEXtDYsyBIG9EM4aA1jz7S9pkf3WmsFSk70Hl7mH786/inkFYn/Td7Ed7o+GNj4axMvNNjn0fUsxAMfelqbbAcF9CCf5wfR1/sVUDt7lkeb/QfvMSG6Eu7dMBFBtfrmF3c51A/i/tiwjw8ioH7oJ7V7gGgGxn7UAV3ugWtWGX4VGwkCwLUaqXGTeFjcPQUk4rBjIxBtvfC0ueXMttkHxU/AE3noXht34/qzMO2DkIUJqLVW4PY1iINPwcupqyq2zDH2bchUP3wF0KwCf+ClOwfF7IVvT0cLBrfjxQgGR1ULR5Z4cRfadJF9VZvdCyxcRrLwDETR5go5SKG0Q4OrzKJ8rB+6C/6o+UuiKYZ5El9z3sAvKYPomK1AvxNkotdrnKFuOgR3Zn1LMCXZA+zJNfp0iibE3BPAwgR/2J30XFT5Jj9OvdQKqSiwEzfhqxbmc0fxsd4fbnj3/s5ob6Qc224cR8m9xx6bmoghrXZzsF3fmrU+KFovxmUtsrfY6ABULRTyCJoUHZooYt67jX6V2N5BO0iCM94cZpyrLIJXb+uy2WPXXw4WXWGjYGBoT99jCXnb7Fw/zL+THdbZrhQcUYIGAy5stJl53LQWsEfP4Dt7Gisqvzz5VIPiPSlsV2SNlbb/vn4KEgIeJP5Z5/asY9aqQJP9UFIE1U5NanCFiz6RCaxzlixz1rs29dZDj8r1W29M9A5sn5rlYGremGwIqCmwqmE2qniGsPAwaKHgmQLVUAAt4WbX1YvgeaTEprMQVNtbXsS4eX1N2PqDmjOuUC+2MUVJbX4+4rzutH+qiK5XJSbIM9khUZU2ei9R9Vmk1wyodzoG2m+zgLq/eoqruUn7LCrmkgJ88/OoGmDKgLFwHZrXDNy8ARwO/JypMbXI6GDbS7hleLE2LOqLyOTnIROEyBKsXk2CWCT+RfZaYUKGvkOa0wVHH4GnLvI1JuX4mfgk/ljeYGtIskX6VeMMpmsBR36P7yI3V4N+rxjorbQmIUWZ1wg0dlg1lNOrk/YE4b8fu4ZO7wT0wm3mNEOJYTZZQly2oqjN4R09zmJ2nUsK83SvtpRjmEqX4KhguPR+5xww/zoS1WeZkkZBqCEORmuURP54lPQmNXxCs9H3We5ZCvRFD3yUoIveaB8atzfz7obrgI2uPWnGoOcAVCfGCXiCgKMpoHvMxh18y7uHi4qBc2ofnpYKnpivLlfulzqmirqGA6jJxrkjNMGd+IUIQUMV7GLrQfypaX9gQl8/nHiuQXyN0BiXjD7klcy23+Pv5Zl6GPs+jgF1I9x79awMf+Vz+Cf4Nw8d+r1bod7lUD+MZ/KR6pMq1cT7ESTQRdXmGTdSweYPstoEU5yAf/t1QDMB14LSehB+exJW7QILjFk9RVQ6j6GKGYZfhR/y6TYDHmwk0Y3W+RTkte/zB15Vm+E6w/D7u7dkXbXWhNGHvWgWmFdNlZOiuLfmQo7tP4o5mBPNQGkBfkIH3ApDtugjRx8ogqVNZvKRYmxZ72c4W18R0BcmgkXKA2iU5abmLVxfJaRGiuW17C0WQ1t5PAraiZNd6TiNw33re1dTEEFcwwE94E2GSrorhz4k5xr8ZHlhLGJ4Xc2wJQmJNZ1DlgNj+rtiPospWcQdbzz6/YwPDKh70G1fh6a0MtSRGlX3yJfT9e6zT+dKZdO1pvGAfRZi8U6EMuD7UIlhqvcZnOzeGVf+AVyu3S52MAPPDf0iLjk/Rk1aES1g0OzGj2pD+FymbU21+pWV6V/VT8Lx5lclgChJ9IqcZUrDRhXrMJgmj+NnRcu6sN0dnN4Htks9H9oncaoSSSzcR76t0VOYBhjCYMPB0qIbvkcvc3ilK4w0oven4hQgrVl+7lZyTinBut1GwTVRaMgLOu41YUG9syWo8naOQ0mE3FSRzyF8T4Rq39vp51Hbtt4Lun5sYfU5FA0lShGpuJfr7NBo+5hyEv7N5YSk1v8irPgoJ6P97HFW6nbNJFe2HaUCW+lGynGRoGSxYgZWWColm2xIX4PtlZH0WqBVx3k4virgJZMYSwzhP2EWpnkaf2w3JrkoCfaL2iCOyRSOlgTicxL+SEC3om9fJdvI46fv7mzaQdrPQZu9AA3dMCo98BIVQLiQ0oUi9kDKOdjKLcy2tUY+25T4tq2l842fZW/142o/Di6iQeyPUHfy7hVoPac5qe+Vhvl81NzJiJLG37/sEbbsWkv3hLjSGF0WLt3KvUPBuiDRMbca+cXTHJAw21SHEyW5qOr+luLAhYHDvo0DziQ6poPkRXh/h/c6j5s42H6poYI9n+vD8QMBxPu1e3HI+LP4HTmGv+66vZWhPvBt/mjqZ7Cv8s2o38n4Z/HvMIRv5d594Md6vztcL6Be+GrsgQ6l+e+/x6p0NJqVcO/Vw6SA+t/2feOhC5Q9dgH1+jLoS1h5AJuR0B8VDvUDvTt3O9t0Bua+fRpuWzPgI+IOUzAd856CLOXhTS1zoPgD1HcGFeU1kCo2fZyoksp/X8qi0ou/2JJjmw5aDB4oDUKtgj/6FDza2clN7ak2GjQF5tJbXljR8fz0QRapmVLfbIAikgibMfV9FlAhMRGGgSsH+COpxNsgYplIYI1gmPlUIOLTXxpk8ZZ66PqmE/keNuBMtmetiRKgObOaR1BtP4aDfat5U3TYr02cZo4ieWlqIo60TR7jAWyaK/3eIkR6gO1BKAFBoiekpEoiQBQ4N5vPYlRa6PHLXJl5QRtgLhtxARdEE75jn0dH7Ax0dw7PqLnIfq0VQTKlhLtow0lo0ojgiPXTQYtGEl0jSx1eHPgSqIyusiIhCoDTchx3kgKfyj0edhrv4bJ/KHbt/PGvIt1yE8fjSdiYgS878GZ1HHu0LPYacXwtt3YiqD6Y/rzxPLJQMbeOnRAhKr4mx7mCvV5ATcKLe0UnWmXlgQXS9DwpS6JWBH2e0C7z+6W/dgbwKphNVjeEVdP7LxQc3AoXduUNwRDYUiLioYb0m3A75qmyYrBGK272wpVzW6vo1wtSPegbkSHt/KAnUDO0DYW1Njo2zb+JLL+zOp2jUcDE4lbJAZ5/+t1CfkvwdvoeJCo1SGvygUDidzpvbJtW249CbBHZootSOhnBnimQ7rLI2eJClDxY6zj0TVPHAu5y2Og74h7qwHg2j6rZDwWSURhFEt6TLmC/jZSfQ/uMA6F1wrYC5BMLaipt8OHCT2ioxTOIVYuQegajxhXAPISLcp7Fwkig7I/W4XXTc/yTvooDiwLx+QkoQ5OAnoaiJyFSnajEL0LJnoSnqlDyl6F4JoyFbnjz19c8V4JQ1zrHsdg5iHzMgOpONlCHaOxU4Sc0nCZNdDsnovs/PCfiPgvXgdfkAfdHUNszHYiK0d9FoGJuxa8zGkwxcozYY7utJSoZ/c6B9ch4wJ1e4kSHgW/9c0TWoVX5WpSkWileRgmu+/HryGIA8zEVf+lcwmn9JNqdm4h5KS5KUIJESAOeWEauESqPvLGzhQBRSI0cR8b1N6Hqh3Cq+0cYu/4CplJx/Ev1Dv7TB8ijvjDSyygOomu8bhzAf5t7faePySO132MXUA9/BZ/7t334xrqeWOfxpc/dxX9dZ6f1sCb88Qqo15VBr8fIbw8vvwv5fli31qPV7+jrWcQWDkB2tqLm/ACqzECIFAy7F87QeWhmH1TRwpUHRabgX/0+tDV4QVRJdfcF4h5qMYFK+hIveAieRx82qQNm7RDk7HBkd0XiZmspg77XGQotaNhvuxyMob4RhEq5Nc1wL39Pkv0vhZqCMNvhV+6xOA1lgoXWCnNUD3hUZh9cazWn+r2Odav701gpAWB3VtH99PWG3e7f/CRUewF+bbzBPoc4cwy/H52FUA3mtnnJPNucoPk0hJRcqXLNZkwmF6I+SVBESKBDnuS/Mb89fhZ56SFnD2FPeQ/88vUoU85KquQpvgTbJjimcBej8dDv7GG6VFlaec50veaakljUHEwC+ELXD7Y6LbvbPQIzQFDvJ7vHcShWxV33LRzRX8BXO9dO/NBwKZAmyzReyMLFNfc2/jN1ADP2+mrUHeZJ/OaSV/Rap0xiOPUK0ludlrjSg4Rsi5SwKYAluoitSeiewotzCg7p2aq2HERJGeHKK4mLqdPnQfzPMKG01jHZ1sqOIW/MMZyaAsRWqx1TsaEtV3AJyrrVIHmr581wYL25QW15q/tudzt6/mupTp5P1V7kaqmtetB8DbpLrsxUlFzkijlZYoGrpQTnWQ4etnLMkJtL73GqulKfd5KXI09lIQWU0u1lzY3kIGrJFg72KcCNoQ2ubEyQ0PXy4UTV0a2MY61t+LrnA95wPVR+K/1RklF6FmJ4GhauNVRSyVlDWQS8TAWK34RaKo6J1CUMmwdwV5bZHjINgWekRLOVRrJcgrnQxJQrEvcUnoClU/XQ4ORxKCrGASQ134TTbGI0reEH/k32+aZn0fVL8NQcHAAzsszODdTm7at4QX8We504MlYNNOd6fgJC6hGMmlBxzKUWHTC8o/Cn7rDNFFlyEiSaxMIEYsDYJH/z/BYNi20JTGrLau50veg57LNfhC8UDOlBEoks6VxFYk69jj3FDqAyDW3cAHraIPwEhKdHa47ELFEWyrD2zLLtVyGmQkgvUnlfaW+3nosJ86a7MnBTbSjFS+wtPaNcQc98OrrX6BqS9zW5lHhKHq6Wx3irHSHrKBndVKpBqToMtXfvvYIwOKfkEX2vVap4Lymaz3fuw22zFT9WVPzrJbvJ8XdOQyomXs/G8H/5At/qXh/RtpX7bqfbkNCoKQSe+5AlxB+3gHrN6jMF2Ud+DYFF9W/gb2pfxkO2oA7e77VaTe70hnp/99tABp0m758A/ybMQJz/EmLf+ixqW3Dx3g2o39+r+EEdbfSNToZyE29ImQX8/G2orYOwWodhzu5h8S1qFFzTIswYAUT7AXhDF6DuP4WqFvB6COakar2wp/+a/+0caEMl5iKRH4dZ6IGTTUOfW4B0Kss8pkwflJZeWPod5i7x93sDu6ntzBFlguuDvpX7kt+21Gz2wyYlTgrq/Fog7EIfv5nOHMp6N45e9+COX0Qcz6Lif/A+ySyK1tYOPxYDhAp4ZSg1FcIHbOM+V+EpgUFJAVVkAKlxtpvn9u4lyCNH4aYy8OdX+OBSpUs6gJ6Fq8egFgMYNleC0sdYPImU3DcSfgkXDVu9TkrTaUw3aRhW/IYgmtSUZ2Nn8BdKBV/p3LXU2up8Ps7breQ9U0U65P0TgqLFfBpvySL+MPf2qtMMKyIrfwgX3RvNS8gZDf1qvXJjpYzg0H5yL3NPCXETNkJctMqnkCjNYLKpvOXgeK2xcHDuB79QoBkKNDJlpTqwilP5OF/nx2Hs61XuWecj0cNexEbxPvsHb8Whgu7DjplGqO5W54F4wPx9TQ3AM7KMwioZBZT9u+jwjjF/OqyUkgXlIgJl9x/oHbD1J1iD4Jjn4VTRgF4jJIOAazgoxIucJKfGXHkpYZZjkEoBdvl1xKf74BWDBLLedQZWroKx1DhmzAF8S1jYK3R8XGp4yxuJ/IVbY2cxIsu47N3C57VjyEFA98rYJ1LoqLpQpRoJnhEtwJy5w1VxxWmCq00y95vON+GcglwsQKgmW1Ax7zjRATfeCtXzWCyMEt9KrBv0vIbia+GcEr/aRYWTIJTIIFi5KxyYns7PFz2z9bQGVjZPXsfrapoTBj9lnMWBCmAWJmHUOjnpQOg9d+zCKroWHZMg9hXxKmj+XVFGd7EHesGEdDxG74UWXIyOG08D3Xvg6GO42zIaKNcv6QJQX5RskAiCahJKo36pcVKF/LC1Nrb7nGq2MRw7hNvCwm92Bgnod0fOITl2HpM9fbhgPoFf7/hg/J1/ffLz+L3cn2/1Fn9stnvcAupHaWIfq4B6PRl0ylAcufnF5QB6ZYC9wYzvBtSP0u34cMcy971zaH3hFUz+oQAJkImOPsKA8UGtFgNGsRp5P7MN1ju3IfUlTnXnAISZgHv3NQ6w/RRpj1xgaDdSKUB1oY5RZcCGl4vBs+/zhzoWe54/HLTtykZZci9ZjJTAH/TZh7BJ9sj0s6zCSaI6winCr95jS4vRTB4xuQddYzX4dy7BNE6iVnu0Ob208CG+pDO1PKcUgBPUTloVCM1ArVeDsJJ8TalRlZqbKxmOR/6Y9Y0rFUtBeQ2Xot83tCrZ5IJR8mI6040/Mxbw27nGJAUF02Sf85Z5FL/Wtb4q9IO+J3b7e39n4OnROMO3SYH+p0QHc/bDRtSCKVLlt6+xsB7xp22lKRK1CYNvEhr7mDO5qWUSIVUoyKDFa03OMvIiDFrpty7/FC/0yxhnFemw0Xui0nEMKdtkgbQx4zIjMUKVZ6o+kx8vbbfQsW9dyDGJgVEAMau+u0rrIewjPCZVwylw6bYG4M2/yn2vh+x4f6/YR/NoXMlPHoSbb7R0o9lgBWszuWlQvVJ0caszScGlOZqBmjkAKzuGofZZvo/Jyoq8t9u9J2FOvcY0JvKCLnXuYdg4QW1v6d14x7mOuHkacW8CT4pOFGQF/d484C2iw32C0QH6ogvFIh51DE5CgxOvQCvdguEfhWtoqCQA6RuIyzlUDB9X48AtRYMiVLRDxXf8SRwSbUg5t9lXu1MkG/y4u9QePI8ki4ZRC5NH6uJ9SGsOsZkcqu3DUOOBN3XSOQdn+BWulBOfuuYHSSx6LkjJO1SbJ+0N1S6jmkigqIwyLaOArXH/w+fRXJxk5FQpN4iSDtwXKoqyjBNOBb1jPfCGLkLdF/iNU8Lai1mAdCF8A3J8JLAJ6zqDauoalNQBlBMJvh4J/yzcu0HCmtB8vrrIkHQPs2ypRQE2WY1OKBeQ0k9iUSYRV2roLDrwF6/x+kMtleHJ6VV+2IT+Irj8/bTEa6g0oHZGb74EFN6EknoSl1qa8TOdf7nVW213uy3MwG5AvYVJWmeTxyigrj+DRlj3mgH1kZv44hbK/LsB9c5vnsdlz/F3n4M5qcGduIjOX6pyQK3HjkBbCCB3XgsgswkWQlEXJKRjwZMzUK6thj6rR87CH74Mpe8EqnWCJQSHUuP7oc57QLUGxGNwtTmow3n4xdE14ePh/CmHTzaoYz/seSU7lpZahi07ZMspaJVJeNVh6LdqiNsnYcVvwfcCJXReaAkDvg6obQd5EbBZY2GSNUTJNttvq7+HVl3rbU+cd7sPiC8MNFh8RfO9JDJHyqhapYWTGsrUsrCK3nkKXgZwcY8hgr5mc5VgO42qLGNpidNdq+frteEsB0e0IDy9l0Kq3fZhnIGXxjrxonYUN/xJpEQcf5DbHgrhGxMvoB3Opj6+4dwRLFT4LuDZzJ1lYZ9sAGmlZ5yUqvk+9t0Gz9y15p4UiedjRYZvU6MKWIudA4qXUWw/EEHHCcKZsWKQpbeXqRHZM5iOTS6LKy2JJobVMgqelaaTEFZjBe3DeA98kOcU+BAbjIraDBFldZ5BsmI3uBCsHHvEFycUkN7EVlXUiD5AVVJCGtTDf7d67gQPdm8HSVx5uA8y3Y75eBm2yDM8ndTZe6cp4K2x6vloYgjXtCzuuLdhr0iMUh9Pmp/AoOcgN04B8yH+tnLC9N69SLuD0GVozcDWRxiS/F0NKPhFPLEkdvnWEi2D/NqhH4XiF5iqccY4g7baawjV0RUl8F62nEA1nvQzqOWKWRbUI/gzXQd9KgU3B/gGxapziHnH4d46D+XQKahVM9I3Ca3SKCnW7PUzoqMeHRBqFWxm5cbq4KXAGzu8bvNJF4V4Cy55o3jeTyBX7IJ69SJzv0OHDqoQl9sGkC5bTCGLzwcq4aGqOq0HROowW+KZ9wLbrfq2kiZHVJE55TpeVU3sU/biSaeG1vkKhKJHyvlr3Sc0jol2E455GH/tvo3f7l22l7ww3MGJEgmJqYSLT+xSp7b6qG1pu92AekvTtOZGj2lADdTLoG+lQr1SiKx+Nn7pl35p5zO4u+djMwMzP/ws9AUHslxE8y/8KBp34U/OwVfLUBZVuKk89EorvIQNZaYGv3AfsrZss6U3nYBTeHOpSq1CKdqA50I24FFelAAAIABJREFUp2B7N6GrB6AOF+CWGvm/dDD3SFMUqIYHp+AP/cuWFx/UZDLPa9iA8s4oxOApWHvz0KYBfbEL3vVXoO49CSSTq4c3P8eelxSEi6ZeOO15uN4oEtXnGxRGP6jz2u5xKTFC/uN2dhFjmXl8fG+gLPog2ztDgW/wE/u3F2A9yDHs9vVoz8DXJ57jhftmLSfPIFkLfGaZGiG9BwKdpkU4CTYRHzjkbdJivts7DcOhd14FdmwTu6mmwAaJGlecFoKgiYL1O7HXmBdK1emdNOJ5OhjhathKtMlO+tvuPoz6cdpQ097cNFjdbt/vZXtC1LCFYznPGh6hHeLDSNoyl9tsh6NpMGp5VtKeji+7YGz1PIjj7N5Zvg+oagvHgkzGYLV6uGt+nxM60PbjijaFMNglt4ef0IPK6l/b50Fe6z8t+lBx3gQpZDfbTUjN3SMxbegLlDV3WZyTvteVVIBCYqpP5mlMpKuYUtOYQzHq/wtG4P9tGU8g4xbgoBJVoMNz4ySCfQwLxnyUfGIKQ6m3IWlF1XXScBF6AjB1SM2DsFVY5h0WLiXRvUI6xnQL9uKeDuaDBLnuq5snsevnmhIcrdPjgdK93gFyIlkpFEg+8SI/BG3U5nuE1iHWgSA4JnV8cqTwnVkYd+mVEvw95DrzM7ykz7LyGlMy3WkpNjib0LNfSBjwvWm2AFPKpcjybK17hCgHQk0w9H08VcPL/gz+uz3L3+HvTZ7DkCygFRnEIPB1xcLvdW5st7nVe3F3O2A3oN75XfBYB9SRDPouh3rnd8BHcM+5Px2ANgXIygKyv7VcISz8nydQjQeCQXH9LLx3G/m39HdT+QQsf+2Xt5rug18dh54+DnthteLjWgE1VUPX8qx8vy8LC7eMTUG9twBrTxFWXw20aDXuGRxQb9Yo4HaONMOKv8uc5ETh5Ia+1Zv19zB/Z1/tPSfga1UoM3kWY6O/iVgrREc3Q+Onujrw8f0Pvno8euNcA6+b4JTdg8vJnYd53rt9P9ozQEF0jhJv6wTSIQ8xOostVJq3e8ak+lsvIkT7c7WrloFUNFR1HzFHbbyHSayvWl7laEBVJggz4r7Wj6Xewmq7Ywy3J8gpSmWIRArlJbGmnfa11f2SLvn13mEYLCff0t2oJd5mRwXWqBAdq+Cr1DfBmnWxD75cgOEHln/CVXjc9FvcO0W8FDjqKGtCWP71bSUKaFx+ca7BDrJhvlsGUWu9va0+tzon4XblXCDu2FRVmfsbcp630g8rect2+LcaqVH63rMo7REcVFKQ/DVnmd9f3+/HjOPYX7sMgkhLIXA3QzolAofGrvE4KHAudBxEGfeRFqG0GJCxmvhepqDP1lWMKue5+gyiaS3Bt0MhN1sW0W51MxRZswosJkdaHNQk8aAVwdobVJlG5jhQejeaA1K0lncCtIfaPADZnGA4tZLrQ02/gun2NBxZipw7KCjfM2cyooQSV3T+lNDqcU9Bcx3AKbLfdpjsCueCVPnrYfuh9SY5etS3A1NNMIbBFfuIS7/k7V2vEZIsnWqgVlEf2oFAl4W1SrwaTPI5d65zsYB1ZVqXIdy0DpBZA0pVY4XxkGcdPhME9Ve6B5hDTeMote5FU82IzmGm9wRe1uMRf5r2IzEwSqBQa4mdw/flHL6Ze2srt9nuNluYgd2AeguTtM4mj2lAvVIGfVfle+e3wEd3z/xffAZirsDCY/xy/pcS03+chUm8vqW/NSxK2o9Aq3QT1RaiVIN/9y0o3f3w21V4i+9CS5+C703BrwxBS38cTuUtSPKn7DsDL+HBi+Uh4q2coSbxDyc2CUcOI145CaGqgAK4xlykEvperwwtUsjzshzbvArEizpSu/ZV+FoZEjWIofswhk345WW+5UZjUk68CNcsQiSzkBp5kwn4eoFtO9yx7fGymeOuJOHUAr4YZdBXwsvey/xQJl3axUiQhio4vimwmDFxsO9776Xrdfe9e+clGAvvNCw0uaLk9MNLx1BKS9xMqrgiKrgEY0MF6YcywN1O39cZIMXumL8I6Y7A8dZ/xjiQru6FX769YZBC0FnhUpVawDJub8uyjwJc9vMliGrTKVRiOhIWKQDONQobEZJloRvSd2F1TmO8jZKMH0fzWODJSvczNaq6oe0sw1Wp4mbMX2nwlX0QE20oR6DbOXjjlwMf4L6zgOJxQuxhNPL7DQO+0IOXqsDUvN4UdC/go9J7imkjWQuKnYVwfHjTV9a0ClxvnBvZLtJ19ieGOKgn7QjpO9F7bLPz1vede2DJBwpS3bZT0Bfe5UCoXsyOnSeKAV94Ky20eVStJnh6DapDwmFATb0MJTOA2Xie/aU9vR3zMPF3dvBNo6r0Z2TA9+fKrLOXleIpMYRUHyMgqG811gvPnebnh6rBVP0knrKDciTsRf2FOgQrx0zPYFzmkMnP83NSa30KcRtYNJ3IBiz0UY95GeizF1dpArC1lNOEWhtQNAusTG778/CFzRVkCqI9WMwfpyRWdvY+lPgh3E/eQhK9aHLaIhV8pk2QcFeqjzVRJlOz3Ed/+Xjk9hEFxkvPYXhOPE9T4wHFyzwL/85l4OAAfFLl7tHhJWOYT9b4+PHFY3BGN14/xMwXUbOCbVhMtLUTouLCL09G9yUln7yczpXpcFzEI3dHX4fS9zScRHFNGkqp+zS+adTwW13LaK5LI/2oqAfxVbWAbzsX8DHjJ/GnheuQhwP/7d323mZgN6De+fw9PgH1ZjLodb9v5kNdP127HOqd3zwfhj1nv/9piOlJwCOu4g3kfjkQr5r/HwKxsvqmDpyDf/dNmMYz8N48D+gxKLF2+KX7UA89A1lcgCzOQT65D0IxuUqtpQfgu4tAX1/00Qn7XGsxRIGjiLVBbe2HLE4C2pK1SlMGnjoPITQWz1LtJGS5HMDYEk0RdCzsmxabyv0FDhpDKNdWrhcH1vlBaMUEMHR968F0pgfu4Szcbh2L2U78KD7Lh+tRkmizNXQMeVviX29ljNvdJqw+y1wLlYVg+/dgjJoRHFLffxZWcwHdg8sf7akLT0FdiAFOia1OiBPvmQUU21I7CrhfH+lE74zR4PlJ5xFx1JYgdfkO4Ercw3lF7MLYtnuhH/Ht/9fRXvzTnvvRKEmYrr7RIjrkLNOiN+P3IGZZm0K4KXGmzSagpNv4GaNgz22rQEXLlrUZ6ivG9A6oh1HXC/MRksW/f4XtjfTcGXixBBTbBZQaXHOWbYDELPkf56G2PQ3fkHCyRfgCUJxyA0eXxi0QLLK32ig4WskHZieDwixXZ2nhrjTvfWBBI42LAiGySPTmrjUExfSurp74NFJD99fUatjqOW20HdkIqu39bP/E72b/WZ5/SiDspNH8WJ1zG8LUWSRMGYAvq1u6NhS8CrONhyOdIvNjqW01mKZ7KkxE0H6UGOFAOp4DjFYUYjaqYhKKNBBHOwqmhTvQcMl5AyTYd8e5gZ8xz7GdnKn18bGb3HYYfgz6/GVofo59omnOSFyrnAyoFHTPjzcvsoCeGgvg3WsltiiYNpX98IQBy7uKdvcJVgunAF9AiYT/1rN9I/qEFW/CAot9pTGvORjxZ6HTtxzAQSRgWiPonCO8tQGZ6IWjgavloTr/ZteaLRvjXcDC61Egz/onse4o2OZ7WXRgz1wK2r1FwLag66SqXgZa2+Dps5zMn+0KrLrYAm22DNPuj8TH1hpHvHocVuresu6K2gTNOADVW6reKy4LnfqHOtgDm2w6hbUIbRRQO4/yvc3Cd0t2lHT/kb4JjeX+vp/Ac93faTgsaZDMmJ/Az+b+erNp2f19BzOwG1DvYNKWdnl8Auqdn+OGe+4G1A9pYh/DbvNfew7Znw+sGSigVuI9gD0LP+QQJYOPtayNQ5cn4N+4uOoslX1PQk6PQjR3MlfLn7oL8ezH4YppiM5e1LwL66rZEndMxvxIoGU7U0iLaCXTytl9T8zwQlXcGebgnLwpSX2Tq0abNK76FLLQCglgahzezA0oLX0Q8Qy8sUbYmNpO2eguhirKrInFHhWT2fv4oahEFiN0OFrsHJqehbHYArFowZ2lBXmjmMnKYZFonPTLcO3Nx7zZOVE1mmzRCArIxtPzkwzzpkaLYq+vDd2ng0Bn4u2fhl6uwR/+8bKADUE7jQzz78o9AnsPbQ6BX2tM10Z+CtmyA1RuMD8t7p5mH86w0ULSSRZRyBr4QUzHr+YeTqV8s/na/f3BzcC/H38KAyIL1RmKVLPD3mnB2ux0QbXzHIiQdy9X1hSD/72VxkHWkvgevQNYQIjaEnxzZR+RJ65aY9E9gmASHFUhe3bpcuWZA9OWQcjqNNTWARZz1LqehZQ+ZGm8oRpKi3Zqa8F7aaHtN2twEzUg145aWnKFjSt1c2gIQrmiW7wHxWxGrX2SIdQYGef/R7IdQlfZR5jGSwG+4ffB14pBcrGgMiyVgk9+ps0srNb7D4zbHCoyr5xLpo50n4Q79N2tXKr3tA3BbFHKv+fAnSDU5SUxMRoQccE9mQ9snaiaXqnCr85AmC2oZq8+VIh4OCHJ8hk4E416AaFFE3OP/WPwNcBTpiB1oJTJgnKdl2Weg2lqZAFVhockVJhCYj8VgBfuQsdeiIoSIaSUeAdqewI0CAXUc1kdi8okviksmMLEp7Un4Qodl7370IWOtJKGL13MeLN4TsnBthoh56RsXkqq3F8o5BWe10r+8i1zEO8uqfyTuJkHD3THGtYYOmv7GUpOiI6w0p1ymqAUlmHj691A9A4QMFff7ysq07Q/Bf3GwizUoTyM2l5UlNdQj1pYqeTfJZ+HMfV9xMY6ogT0qudAbYKUFoSagfSKMIynoSx6sOL3YOIoLATnYB8M9mSBuJFxwLOg7H0KVfEG1NRgFFDTNdeMPuRbOvAjcwq/XFedpv2JQ/1d9138jz0PnpL1nh7SD8nOuwH1zi/kRzKgXilQtitKtvMb6MOw59z5l6CNSXg3ljnTBP+ur1Ibzc+BvuZ2fjkAMppPQxQEQ7/hNAaISmsP3F4VXrlxYazuOQ5kmlB1VvOz6WNPi2mC8r3XRhBmxY+xlQU1TzYKhdDfaHGtKd3sf1nPbaLfksRFm7oP3e2FhcucfaaPrTnZxqrlSqYH3uAeWHtaYMUrKCj3UYr34lv2hVXKqyQe8/fQhrTfhmzFhFLKc7C/XlCtUIb7RmFDZfT3Mj8seqMqUcWcUAmk/L5eo6pG66eCRMtO2j+/n2VbJPIcJg3Yl7xOZCwDRtWE4lhQKwHUn0SObO0dIHOAVW4HD6z2It7J8Xf3+eBmgJAJ9VUv5iOXyXPXjaCZ72V0awV7BBeuNK3mmq4Uf6JqJUGWyQe3vuJJyBlKOFEQJ2r2qmCHA1c/EDPaatP3vYSqcYkX/fV2O2vtT+OSziL3v1LRnwNv8iReo0JLQRgl7KCb8BbuotbV+B7l953Yy+9FRxmHggQjfujduBFveS0e6VbP+1HajpE6lPAVNiOcyI2i3nqwfqxsQ5jNoapffiCJibDqHR6jPsFLSVxtIc2aG1yRb+6DnRhlhIUyHSCECBHBVCLXhdA0+AkfVkrHrHkPtpnBVbhRsPpzximkamU0W1mI/E2+5kIa8G4tBe1LySYWv9IzkFqKhc/8+Dn8pRV8328bfTil9GKu1vid/gX1CIS7gE7nKPOoSQl7o0a8cgvzrIJu6kcAJQ7LusyQ7hCNQlVjqpJTo783Td9eM+lO319CvhEtY7NGVfFS0ozg6Ibawwk9EjFsGdYgZ0YhhM6ovDB5EfZJvOtQwZ2Ce1JY17GPEW8bPfNx4xwcMQLXCtY8lMgmWDsl6uBWYbcvwKgc5uQG6w+090T+0yH6gvarqhcx1TOAv/Lv4V/UqXuH4/vDiRO46d5rUP7ebD52f9/6DOwG1Fufq5VbfiQD6vpJ2K1Q7/zm+TDtmf/6Z+Bf/jZUswOe1bhQVNQYDO9jqGF1RTqcAzP2IjA+DH9uFBRMywN9sAt/t+4UuUc7oCgp+O4clJZDD0XAK4R+unKcIXy0iDGtfviLcxCKFqnArrcAp+oFLTgJ7ghVgxe3oN8nmmIMUldQfFLFdGoSRbUVpIFakzb7c1IbknPRAiechKP6IJ5yK+iaXoR+s7gqoKYFg2EMQpkqQXoO0N0deWITp9r3SqtU0rd7D1LSgvmOfjcjATYLpqnKoGndcDHOlY29n1jys97ugQEM3Bc4rh1hC6U2kcL/1BlUoEn1m8RxqrqDuKND5i+w8uxkUxxPr4C77eCwu7s8YjMw+kbntgSb1hO6otMiXi/Gx6Cm9jAtQaoSmJtCpS2o3BGs2pMBxJcqgdpcYIHnqiNcaSaEhprex1VgWIsctMAOgmh6LxDlIURzhMEO9StrxW1VS/nZzr0Ez56I9iMusBerwaqtLTS1k8tGATdXWNPdqMSXudShh7E+ZWzIN1aOHAd8E0pFh5ucCTQu1rHf28n4Hrd9mJbU3goL19YNrBkxUNkPJzneoO4cnutaCRS6l5TOflTVC1wFpwBQc1tg1V6Dija2+jLUo3CSGQh/mgXACEIe6oIQr5fG5nQ4cFp6MZEsY1rE8Kr9fdB3ZhAadF+gbexdQFJcl4HpHYFSCRKn0hCoKMvBMgWR4+kC/tQhYbkYWoxBWCIJw5tDxZ9G2ZtGUu1ATmnGx0Q71Nrb6K0OsPgaXAsmnkRVrlblJ8RJobWNvd/DoJmC1AwOckBNftWG40UK+PS9oSovBc6K2YtSOsk874zbCtWXmDOm0Jp3toRgCRXCVaUJc8ZT6K2NIzfbBOXu3UCAs3Uvqtrrq1AIoXc0cbkJRdNW0pnfTMJ3ztDqQgDNJymAb3SPREiDJboCfYfdHtJaWF5rUcIPNYnpgwl8VXlz3Qr0xdGncFVrxT/M7Qwp9rg9g+/3eHcD6p3P+G5A/Wd/ht0K9c5voA/Lngvf+Qzk974NssVK/9NLqPyzZ+BmK3x6qt8FeeMKZLXA8O21FLyN7AtQ5srw7l7hgFp09EIW5uC0lSB8G9pME0RLJ2pusMhTkh3MTyY4da1luYrN4h3FrcE9tzL39RUegnZ50++smWUmuHH9AmMrfdMimXysSdwlXVOhVCVc+x0oqUMoJIGSXoKl5ZCXga1PVqhQahdwoHgQ2m2ydVmuIBnx41DujjdwtoUWg9I5ALguvKkAyrpyvsJxUsC9FjycxqibA7CrQSWBfD9r8gLDRpVbayMBwjnTzD6od+YgEq18jWiOZrrLOHrgwatyEzT4H3YHFekrQwOomlm8pabwjzoa+WNbuS672zz6M7BWUB1CoQl27RduQ0l2L4vmEby49xiqykWYYpAh2lTRC61sAjEwO1qgUvBspyeh3puDsvcYIHyIkhMEm229cLVJ6KVWnigvbUO1UhCFMpxicA+S5c7KRgG2T37WmyBo+L2wxv71/fHzPjwLEc+iml6CqW9w2WgBTvPhzq6uCFJgReNSMkvqzZmmNd9loZp223OvbIhIoWFwIKnozAXf7HzXGzbD5tticOUkNJGLEENiJoDV77RxMBonpFDgq/ygvxlrjYtRA53tsHAFmuiGPp9ZdS14XF37IYgATDQgIeDqE1DGytEcUsBoyicgbBvS1CE0Ay5RAQimY+pwjMmIt0284DuZGwyBpsptZn4SxqgB6dlRf6w50j8Ih2yrsgkUY1l803mDUVKk/N1fu46sGIjUvOncCHFA15WSTmGVmny1R+PvYkI/iLfda3AARhU9rZ9EP1xckEUUpI2CN4qY0oTD2gH02/fYJ7q3mIs8lVfe+yHsu90+iII+i2a7ZV2rOBLrmm/LweejAy1uL1xFIlYtsnc8lBi88tVNny3al1TLh803WOCMGql/ayUNGLnOKDi3e/ldsdb1Jk4z/FqDUFh9QE3fSFIrtzL34KG4LjWAUSH3JVe46xNnTJfY+xTsdA3SmY8SBDTui00+vrCBtzRpTyS0QTzTu4vg2uk7ZKP9dgPqnc/qbkC9G1Dv/O75EO05feEL0P7qzxFLfZIFx0RTB3/sKTD2br8ZQbo5WN7bj9riy3z2zCM24swvNppeAm5dhyxMB0H1ngMB7/D2VeZU283jrPpN+xA3mRpBp63cbOAZSZC8VC9kaRqmcpQtYfwMH4X/U22NPbTJ85pEPrbbNlLK1vY831DRWa9vFuixmoBKDWqliUh4gOIDFR/CduCrNeYr+6YLN6EDMaCWXF6cx8oqRI0U0gPLDWrx0mAUMFMQrfY9C6koAFXb8gWGyGN+jreh30WmG6JjLy/ahCchF6YgrTK8fVk41dULVbL1UIoearGr6PzPq5i40A+jlFsFZQ3PmXiGzsh5xO2T8EaC6pl69Cy8lIXJwdr74h/9G9Ofwqxfwx/mtn+dt3tf7G7//s/A5Xv9kVcsvwdEE8yp1u0n0w4fgSpb+XkiP3tHLnOHKSBRagiUdUMfXNWMbPpE6zkYVQl1ZBKolKEN24BqQFZm4R1u25F+AVedR9+GcuB4xJ0kCgc5JyAZQ9VarnCRToJyfRhOv7kh8qReSIsF2GRuGb67dOnk4b41q6NrIUo2onfwtTCagH0DUO04/IWgkr+dVq9ovB6iZbMxrDyedvD5ZW2NJchyJJbWmoB/9eEm3uicap3jHDhxQJrWmU7k32hMcNC7kxq9P+nfUhUNOhH0mx4fhDpWgT9PldKmgHJQno6+pX5zAs6+Ctx0AmUTSC+modSmoFabICfvwHD7GGURKksTKoHGQ+ruVGkeiV2GZx7HNX8Sh0UOKW8OlnMV+9yzWDTKyMyMIGYdBSwPbruKu6kL0EUGbd5RSEgsmCW4/gxKxkFknBFY7l1osTP4/+zXuHqdVNo4sA6tuuqvVX9pMApCKTicig0h7e+FOfUaq4tLr7IcPBo98DL9EPOBrorVeQa+8JCuArI6FglYUvXer95jqDdVvMmWsr6tJdRHSv3kCU5Qc05GTF5lqgW5bpC922aNgnvpWw3Be31AzeJ/mUYHEXo2Hb/xWWG7uFtkrXUGykwRbgfgYZrFUknfhRNDzWaQ5E4fx1D6Hs7sy284vIvjJ3BXSeHP5Qz+pOv6Zqey+/s2Z+DxCagDd6df+9u6E/z07+PGN34F+/hP5/Gl2GfwuwC2I1S9zelq2Hw3oN4NqN/L/fOh2nfht+MwCgfgj9/k81K6D3OF2a8GHzCCg2vmk3C9YeZGa+mn4FdusQclWV7RwkBRWiAu3YKIN3FFO2qkCP7ks/CUWXjOCGStEFSp+7rh2MFHgQJMymgbYwbzlDdqypPLVhUP6iKQ2jUpbq7X6m1jaJGs37GAJ5+F3wyIuWJDhZkqyUo2Bzs+CezpXbNixOIkRgcsPYDhxUs1CFtAFiYYZhqLPQ//6tYDSmXweXiYiay2ePG27xwH3q0vvILpP1kfasvnox+C4gWQdeF48KeHILr6I269uv8UnC4PbZ998BXqB3UNd/t5vGZg5IfBvZ/IH98WhJrfT1S17R5g3jBxYf2jfRBmB5zF14M+5YtwEvOYaqqwOnLLZBpKuRKpHNM9H5sP6CYc5Nydhuh9Av7t1xnJsZbOw0azG/aBWpEtBN3SBYgj/z97bx4k53neif3e7+5junum5z6BGZzEgARIgABBEoBI25JWsWNv5CPayqb0jytKnFQ2cSVRqrZqt7ZipfZSbZXXdrl2w0pt2WtbtrNeWWtZtimToigeEAgQIHEfMxgM5p6enj6+/q43+zwfvp7umR7MQYAUyH6rVCKmv/P5rvd5nt9xHHJqnJMnet+Rx72lHwOKNhD4QDwJO1hRJl69fe5A7tqHzmdXFPgpZgz9Xe6GJN/fjgx3TiNl8gfRMraayG72buKOXfYAZEJB+3ObExPc6rFECuZO1oWURe5Y6sUW+JdrZ5SbPeKtLUfJsW/anPhEg62uJlvW7eBzV9ueX8N3p0KK5neH1pHqDahKH5QgDtliQgYOx7Bg/TVIvZ1EG7kg6lvVoirrdwyuWCry+5qoCzuPwBFXQ+G6+F548W4saHdQIgU84yBsqIjBxUBeh5ErMsrDyUxBmgZuZsJEkPjMlFib5KtuJrhWTMPWfZTELErqIm5pg7CEgT4/z4k6rdNr76nCtqP4sBVdfACKb68o9befYq9qglBrmROA79Qp3ze6KpTc3usww+OQM9xtJgs9Ida6RkTrU/KeS2kg/2ny5iavbaJw0SD17O2MyNqMrL+C6RtV9flG26JOPV8XabLftSKyUEUHKvbbiIpfVByQ7jLD5cViCRP78ji088aGh/Z/T5/G/9HVhHtvGKhtLvDYJNSvvYJXdnwVXw2zZ2DsFXz91ZfwDf7D9q2Utxm28H63bXv7pMCPsudPcN2mKNknGPyf4F0vfiMD0zsI/9KPqkepPHMSlXxjLjRxq7WW45QKw8mFiagw0tBvqvXJNHOMnoFMJeD6H4TV+C5S0c1BtPWhYl6udmhI2MP/cOOPBU1O7Z7NiwJtJuzcmdl5HzZ5f4VIsCyyNmFe9mzYtWUl7u5e2PpZWIs7odvtEPkSZCWEyqMlg6BNQaVPwLZ8thrRPBdeLuSaUUX6RuIcFGEhkDb7cHb5h2G4DhRPhzmpQlkI4F/eOB7U6VC69yGYugx/uIU5eARJK6XOQxdDrFyuLPnr8jVj+in4l+qLCdwN33cEZIgqpALPWIJXvsTQU4LNEnS0OZoR+CgRmHgrw89OIyhztF2mHogOOM55/lMEp6a/+94ktOR+uEvvwd/XD2gGFAfQZ+NQbA2itQdeLEBgqlD8EiTKUOYr4XZqfNjjwQl4N1c4oPR+EZneNacmEqlQLV8BfG0JUpahBaHSP/nZUqGQ3w0DL8O790NGkxA3m0SluIjYNszJNQ0SaKykJmHOtUJ2dtXZClKxQPTvgovxqgL/enGOihL0+4OS6bnvHn0kWhVRIZIShL5nVmzRHnRfzH17X5WbvtH9w8iikSGU2ruQU1tRtJZgBjmGAe+FqfKvAAAgAElEQVSYtBBceXgc9Acey569CGSR3SKIYqDPZ7YNXY/4+KTF4Y+/xcmwrV+taguwGv1iL/SlNOTdMMmqLTJrwydg6x/UIRui60DHRqrl1ImlDqli9qKU7sasOMsQaFMfRcLT0OKmMa1fqnKbM2IUVpBCjOzR7gt/EeICZbDKvG8WYbcmUNSKkMKDKk3ogQmrML1pizCeI9xPNjeiRdReC6/zJO4q9X7QzG/Or7Uno6J8kCbRtCLgL+NuepGLBEbuxpru9oOu9+rjjP6toZc70VGCXQkurwv5ZvvO21OQXgVG8giCjA6n3cd4/Dxz0L2lt2GaR+FbCnqfCAuBzfHJRuCxSahXhWnsla/j1Ze+ESbYZKP8a8BvRt3q174O67tfgP2NEEHzqMZnMqGuDWZTlOxR3VqP33aXfusgZD4H9f174YRv+CnY6tm6E6GJptK1C3J5HsI2oM4LBB0qT2hJCVy+U/9RYOi4lUQwMgzZWmYIHMGiVceEdzX8QKqDR+CnPeb5UjVe3LrFnSI5eZ0n0rTtRkPde4onthACtrd+l2e9K/EgCHijdUgdu2i9joR9EnArnKzW+tXyB1bsDj2yNR++6WExG8NC8KMql4t9MPOdMHPt8GM2im0mbsWBv3Dqk9mfC4Chyk/BPPsGzNne6iR8M3eVeuAUgoSO1i/9FWgSrZbIK1dAVFy2CakdDEdVD0NOXOcJWwQ5940KZNJCYPqQCQEPd6tWZKrRC/XSJIJ9Q9wNZ9Xj/j7Md/iPhF+9mXNuLvN4RmDmHbLfawzBJNsp9nD25qHrB5jyUQpWJtXUEdaLKQSZBOzucUi4UG/Pw5SHEFx7G9ILKRWMFmnvhzRMyMkbbIFHMEvqFpEoXzTI1YAKU5T4kiYEDd+9yzaBkXXgRlGOILxU7CM9Cs1ugycmoFyfgjBaGE5O3e+APHwnpyDzk3yclFx7bV4dZUPsGUXXsfV5krWJdO1xPSyY9UbnSirGROPpPb51+57Zt56HHKv3tV5vf4SyKZlvYa5nCNeNJ/G6kkdCFvFFqYV2hHe1LaMbNjq3dX+/Dzd/kEBVw29HzwnmSAcJDZ5RQKDpEE4OlUQWLfd0oJBjZXrqomp2FmJuCVopyTB3eidDCzu0hAKjQg89F5GaNP29VgOEO8N+YY3wH3WtF1I6ymKGVbrn9DBRtxB6aNuYw4K1CyYk2hyghQTji/P83FFXVgSAby6t8eempJGePVKNJwuyzdhTRjHi5F90s4YBKZiX42caJqd0TrMZMIQ7GiPlY+t61FOHmhAMd5Pj6HaeYLu6rQ7qjNcqikf2XGRpR8WKyG7PbV3gBLsW8s3d52AZMftQVciMhcvUD+C2HWLuuVq4w9cpl+1sOlps9eI8wuUfz4R6DK98/VW89I0Q7j32ys9i79VfX0mgVyfYjyh+zYS6Cfl+RLfW47dZgnzT5E6/nWDONHlKV4z3606Eba+KeSgyDfHBGHeiCRourBikbtZ5UxPsO9jfh0AvQvZ2wA/uMi+RBLSUDydgZMiWJoDrvsMTVnXfaQRaOUyoM70Ipi9DUVNrVMcbRZbgyF4yVwd33swV4E5Bsm9d+5TabVACHoyE1enNjELPIeSVyaptECfTS60IylPQroWdLGX0JVzJvIrvqhYLyZDF1s/qT8GvnMeAewzWhRswl/rg316BGm60b5qARckEd5nNFGAm4XU7VV4ow13dA3VdOZ6Y7XoBtnGB7WXcpIPe0Xp4N8E0qTNIdmJuOg+hG3A6HcymSyhZGRzvaVbZN7o+zd9XIrDwvdNQF1b+7Yob63KX2TZHhHxjQlSgUISXXoY7GPKk4+UXoM67kBfDZ4WgsUrnjoa+9oSQITGw2oSa7m36d/7/fR7B2Fno8jB7H9dSYGRvN4LgHrzltdxFFhHM7qrqIURnRcchneVq93q96086BRHMnKzqSsmzGDhe3vB2WZ1YR2KJ1KGj55d+j6yvGJYetEEEIdSeiptUWNjsoGefEjl6b7oDFcImof/ogzmftO2ZPx2og0arHYdZa4K6s+vZB/L7KLM3FM9KH8e3WgsoKEP4K/88XlCHkQ7y+HKpHal73hqe8mbPh/dB3yO1HUFQn6Sutw0qJJDdWmShREglIWLhPSeTEHkbbsvCin1SxxE4QwZuW2GHeNg5yXB/YykGxXWh3QNEOSx2xrxjXKylIXP1IpWMmkh2AqYFmbLg+CsdbVqe+dsKXVMLgkS8hMdJcO2QmkCg2fAtD3dalxH3WpCZG+fkm5LAcusI7sQUTMll7PTGEfh57Cg/xYmr2naS4CGQhatAy36IQtjxjc+FNnPV+33PEdjBGVB3m3jmkUVYI64zJalx5zhbOFKhiUYtrJ7+7XS9gHvijarVVgRLV2ca07MoEUbqEOaMO8i6gxBL73FizF3/3CBELIGKeQk6djVUJm903aNCB3Hj6RtJfPXawRoNpYOAYwNtGcx0ziE1NwnDH2QNGerGR37XdM40VHMINzJX8OLOzYNkSZCMVMs34llv5f5vLlsfgY8rofZ6Vvbb8eJaEcwtXZc6uPc6CfXeq/h1+xt4lD3qZkLdTKi3dN9+mhemDo0S64d2rRQmykMH4CTHWEisdlAiLN/9AcRR6uL4kLIAIZIQ41OQg72Q585wQi6f3s0TT+Z8PTkMdyrsLlnmSeDyO1BvqFD3H4VdXqkeR+rftBztJ/Dn4Q45UMeLDXnVamIYmjpUB0uPuui2eX1L9jybubabFS8jwaPbenheBOXucw6xHZQp9kG550H98A7cnSbzIy9nXwf5ZN7R+9AlLFj2JbQGe2AtXIWVD30radLmq0VYy4MIpq/XqYHXHjdN6v29vVCUFNQZD7IwA9G/HyiE4mY0YacJpDaxAiHkidqO/fAzKv9vttvHE4N/UxeOhT8+DNVJo+y/BoIWEie7OZoR+KgRWPqjlxBcO1t9x9C7AgPDdfBn2gd7sxs7WaeA7W6MEObLarl9h8Pu2b33YEyFyt0s2qcAZedvYc30r3l3NEqoa8+F3oXhfi2oyf1QJm0uGpKLAf892w+3Y3rdzjXpS3jLW1PhlQdHuUNNnayO45v3fY8S6o0s7eb+aATKBzdhtB6H8GPwKh8gEBX4I9m6bud615SKGNT5p/cLeehWuj307t/cca7mS2s7XkYweaahn3bt/iN7oRt9J/A34k3MaIO4HUyhCODXlGdwenyJOe8PSso3ukfjyklexDUX6hECioUYnmVUFcGuhZlA0JWpK0BExeHV+yBbSEpSaRBNqNx2kQXD1Eqc2AFwNB2KtgRjaQnqWJkT8qBFg93VC7Ncgpi7g6AS+h5HyuBc3Jm+DHXHkTUJ3er9R/sk3Q9B7hurVNXpHV5pLaIYN5Ao5OvUrPn5qXGwmMHb6MQxJOZv8TlFwpyeMc98ZOrMiqtri8y1Qm5U7JLxoGECS1xxLqyMDFUVzqPzoSRfmO3wi5c3VPemOClWL9OoWjCMzmKKfbJj4gQUx+D3A6nCc0GkPMeK7KsT40b3CiXT8upF/gYzIstI83aUPeSxfZF50rHCARb5pHMud4axIF0IhW7UC+cgR8N1o+HsAtB+CoO7t/4dvfN2DErqGfTt37y+ykbPQPP3lQg8jgl1Hdy72aH+5G7nJuT7k4v9T9Kec9/5O9CuloCLF+r4z6th33rmKMTFG+EyR54kg8vqv9UnX+Tk2CofQTB7E8oTh1gNXHn28/CTNvz5G1D9BCvbUgeV+NaUrNM23dy7zKuutM1AvxXyDUkEjSrkBC3WFkMl8dUj4nE7ubUfJpqc250PFjfbyjVoVJled/32Uxi7L3C2s/IykDsTeuEuH+NuOE1YtI6nYGfvYr4tgSWsfGxH8nvrOGn0QQ9QYj9dyzsMYTvV3QbFKSiODvXWYshN33uKk17+oAcn4E9+AKWlG8HiGNTBpyFjOuTtS9WEXNtzEm6/zt3mpbSCvTvXdpij7hJD5EePoPvJzYkObSW2zWU/mxEo/OZpKFPLa6glYvRIle9PE2UakVgh3bO10G9t52mU1L/lib68fpmTK5o0t38xpIrkvvUiJAIonsFcZxSLkIUFVNonWfW+0SD6C6nqs4tBezcgBeS1t2AYxwFVgSdmobqtgKoCZRtIWlzUixAh9CxudtB7L+iw+HyjLtZGyfFmt91oudy/GoHoGQB8AXnnw+q7gFA+leRNYKgPipdCMHm5zmKQrL6E1Pg4VasfoncE+W6J4ZH1hRxru+PbPWZSsZ7Yn6IsD/9eL+KYTKLHM7Bjxoa4/PpHSqYbHRMVfMVyie+RiO9euxwjDgYH2TOaBolHiunZqnMF/Y05zuZ19lS2tOOhI4Mr2aVCUZMIyM4pkWAevqfMweldhmh9CksxA3HHQ1ktIOElgECDVdYApwy1LOBPnasWIbTOoxCxJNyxeo0Tek/7wylI3UDghQ4a1BU1lX1Q7Qx3g4laRc4ZfrwMEW+BH6tArViQGtYIaEYQct3vhOq3wbsRFsZZCG3wOGztPVjyIIkKQMjQLoz+Rt87Xk5YiHnH2Q3DU6ehLcTqOvxVL/j2joad32g7690/VLyeMj5kLni3PIGE7SMoXoYRkMhmHP7td+ruEaJu0TNcNsJjpOOrpW7Rfmrh3rGFUbYZU1OD8PPjLEYmC0thUh5rZy0GQizQe4fORRs4xr9rhSSLhMpsB/xkAU5wGfHKMaaoFfW/faDewXrnevfKqartGB2j0/YMhkfqi9/bfc6a64URWC+hnj4bIgse1uh6+iN2pasHUg/35j83OdQP6zJtvJ2mKNnGMfqsLZH/9z8P8e0/r562MNPQ2p6EO/cu3B1UZg0Hd7DNEYhAgWOfhZ7YD/neBe5Ik/CYa96GRuqzXXEEXTH42jKCOOAtXYSpPQsxM1038aAOs/LBNHDoCfjBPcjBPigFVCHOzB/b9xSU6VzdetHxUFKumoMNu0HreTZv99oS/NDumKpOFB60Hb/zFCaUcKK5q3QS3vI7/NFm3lXRYqEip3WO+WZUhR9rm4Ml2tFl71ijlkrbIF9MSd1nVWXlVVG6w/Yj1IGQN87DoKK4ZsIZDK0+eMJ0+XwV+r36WClRkLt2IfOFlWu+3vm8eecLiEsVAhJPDf6n7YavuV4zAmsiQMkdDeI11xbMajt81BmV03cgS/PArn1rIMqEGhFCgT9znpONWhh37Q5z/7SLk8dIbTsSRVpv+flv7YNeyrLIICUu/u2wK05CY2qQhXJzBsH8BDsawDDh9pdWOu1tw/yMPyixpndbpEPA79ZEPyq9c/yeeJQJdRQT6hqzEKPeAt0YgdQBr3UJhWwKVnEBmq0Bt0Kv50aDihZ2+y3cal/aELY69xeHeRMPEp970OPB1lCJFIIEqcEVoRY1eBNhZ5pVsBcrQDrDiISNBqtsE+07kUGQ9OEnPU6OyG+bCp2WemyNQOPqbdZ+WyLIN6EnoutN95jcuROKtELrQ6cMWVoMhe5UjZNpgm6T0ncQ5NjWUBgWgpYknF4dt/rv4Y/dM2hR0tip7cQumUVbpYB0QYdWAALFhpNJIGfMI1vqgeqSmAggVRfSX4ZTfpeVvqXZAbl8gS2g1Jan4BgxxOfKUKcDaHMSMkeospXiAN/flCi37gP5wUedbaZGpQaZhqCinUXPAlnmjjJ9m5YTKmKeBTXfWPiLVemXOuAvXl5zP5G/u99qVy3vGD7thXQLogWQ8wYVyxqJf9H1ctufrQqWjRSPAIUpGLnuBwrwkT7BemrfhCSowtnlyWoBIfKeJoFBr60MRcQgpQffcqE4cSh3ZqEGGUC6nES7HSlI1YG39NcsYKbABGKtWEq1bFtr5NKtoxBCRU5pg+VfQYfTj0nzMhcTSGzu2f6toWI2elY+i78/dgk1Jc+/M4xv1wmONVW+P5F7t9mh/kTC/hO308Lv/BfQrhUhgzKLagWmYCi3N30GOPo0d5DXG5QUqzr5ItuAtKDM51GJ3YDSOgC03Ydgun6Vy8hcw95RiMUKtOUY/Gs/ZgE058kkq4fKiyvCWdQ1KWtvI6ad3pTadXSMYvREtYPwMINNk/cgQaJqCZT1c+sm1zTJuJEIJ+AD/mkosysTPfaSnYszDDAarEx6HyK4+ngj7qiBUIFccTLcCaDJmFioQM3JagGCeOgiCKqCb+ue+/FTaPvixpPPhxm75rY+fREo/MuXwpOyJLwOD456G0FfogrdpMSwFpI896MXq7ZKlNDRva2b+6B6ode6nLsOLfUMRDLJXTN4DqTnIEgZkIkAbX9nxYFg7s1TECUPwfIU/MLNdRPpKOoRjJuTBvL/HXkKvpiGlC5DntdLrGn5SLCMlPS9liK0Ba2O40qCjG7xYjWh1gdfQBBTIXUf4tZtLpoFXq6Oe621HYTszKLshc8hQb3L8s2PJZmOYjL7ZyNQWgfhWOOQiW74hbO43Rl2TnYvvwDl+m1ONNlH19erNzB1VsnukGC63cc29sK9984ItNl4HfSYaSzu1Loe3ASnRiwDkeqDNmVDqj4CUah7iFQ3U/0ubBZBFHOOwB9fUQanjrPo3RWiF2jkl+qKO5Q8i44BBHooJFdVae8aBVrbEZgEYLAB/37HqXUAfhzwrQB6vsCe1ATBlu39gClhxzxo9gRgZKHlU9DH58JvbmsMbtJiyk0hfgtvixIySgqz/hwfVocaiodRcj2Yr8Cc16EUVASxJMqGgJOW0CsSsXIAtRxAqbgITB1+jJJtB36iiEDOItc6gFQRiE0UoE1IBEnAixchs4nQnksKCJdUsxT4c0QvmqiKnq0W6oouBvGTya5r9XeMOdKFpxkOvXpwkUTTAUNjhAmNCI2l3ilAMVu5KE8cbEPugLAVFgWt5WKT37RUdAgSIAxshq4n3NPchV89uFDQfYQpVATXJp73RiOyLiPKCRXNoBhVLQAqBAhCGbTQDeBBjN+GorVBtLTCNi4B8UzVd5sK6UEijTvJCzi6Y+siftFxEodaVzsh9V3w7DeREP0oygl0iRPI6Ql8X/Pwv3e9utFpNX9/QAQet4SaBMh+Z/jbWCPgTYn23q+BTAWbPtQf0y3fTKg/pkD/hO+m/Bs/B/Gn3wuP0rDg7ijA6PgcPGUMldS1DY+ek+TWIaheO5S5MmDGUVEurOFf04aoeq+1jwLvXoJcmoHSNYxgpB1el4AfjEMPdiG4/R7U3gNVaxCaXOky7GZRt6oRFK/uIA8eYtXwRzlIBIbETQJUYGAf1LIJaRE4+w0QTG4sM8kiNEPeKWDuNYaWxfNPMeSbPsak6rqZwdX9XAeUvApc/2BDcaONtklwxNR/uznu40bbav7+2YvAwp8chT4uVqgf90PgHUhC7H4KjnazCoVkTjSJLOkmJNnr3BcvMq0j8GUo3ETID5HqZjirYT0NddwGTJWLecQXLStn1oVmbyX6ZAsY2VrRelQIlCZgt4Wcxwcl1NF+aBuUiNuV11lAisQCGQJcmlsRAiRetzDZ31fEMlwkUOI71hUyq+wIEzFSav6krOjm/+xphvsGHRIQvVAqDgJtGU4mCSM/D23OgigqgGpAptgoEd7MWYYWb1ble/610/BnL9XByFdfv8gijVBKwcR5qAOHIN0K/InGTg+161Pi6/fq6wpTEjQb47cbanHwd0m1AKMdIpmA10WgqytVWHNg5EB2ztRhJ7EtWS6wJkUQj8F3rrKfsugchttmYKL1JuKyDZllD6KYZ3eEIKazLzKNFicDLIauFEbLy3BUBY5ZxrIJzKsa4pX3oKkDqGhZuBJ4wzuHF7RDCITA95238DP6c9h3z0Xskgr1rgKRX4JMJCEtAbd0ruE3l6kL2R4EWRXLfUk4lgNj5i9g3rK4y0/JrZcuskq3IhJw5RgjJShR1uc7oZgpTrwVVycXRQT6EnyZhyo7oMzmEJSmoKR2cueWutZ8P4t+GN4uiFJ5jehn5JgRXb94cArezRXqAL0T0NbNxY0I1cB6Cf2HUFbfrkK0ow615XioGDp0D8DSOVjOYQQzYTEgGtRlF6oBYaQgrBQn540Ge3iXwnMgipa/cIvpJqJnhLVIIoV1QkaoJRVQ6PpNQrT1YHnIgKt5MD0FRkUlbz6UzBTKVoADg3+xlddV3bJUlFRbX8BN8w1o1gnMQUHGfgOWeQRjQsVNWcQFBfh33c0O9baDfH/Fxy2h/qjn+zDXb4qSNUXJHub99Nhuq/QbPwclSqgpaX3xEIQSg98l4HkfQHr5hgI8NAmJLGVqBcVWB4KssYLJi1X7D7M4wgI/ysHnUbFfr4p2MASR1GfXgRnSbwyxu7jCOV69LzF6bEvKtQ/rovEHf/AgHHGVq/Vk3SHNNgS5d3jyROIo/rWVSn2wO6zqP2iQJYm4MQZVbYc2ZWxcSLi/sdrrsuZa7D+FyvASOp/deJL6sGLT3M6nKwL5f/4kxNkP+aQiyLM3pCIoT7AWAjJZuNqdemsfKorNZwBNY3Elgk6LrgEEahGuPw6ICpSBpxDcPg9htkCRGWh+O/ufZ3+h3r5vM9EkmLG+nEb6l+q7VUt/cJon6tpcGn4qj1L6varg0GaSaoKOU2KpdA9z8UBV+lhZnFXFZSvUsTzkSA+cxbegHDgJKUrA9WsNC2H0XiTFZuGrSP/KJ4sYWfzW89DvJaDMzDMs2X2iDV42Dyg6ZHEKSHQAloLgznlObGg4aeKS3tqU0nd0zSKBMur66WOAkh6Anb7OXGP/w/oYUCLoz67/rm+YEO05CVuch6p3V5PrmHoK/pX1ud5ayz4ol2aA0YNw7XNwhwBl50F4yiw0twdYvMfn77YVMZ9RkfSSuJKQsEWAXRUXrblFKDagO92Qrs++zY55BzLehlwqix/r09xppi7zXmqE+3nEvTgWcRFz1gksyjyfykwwgz61F31I42/ct9n54aeMUxguu/C0JCrQkC4LJHN5iKkZaJUu6HdUiMUQlh9kE/CCWxAt7YDncTFHt56Dr6wo09d28iM/7FLsHV6fkmgWECvnoOgJ+IW7dUlpbbwb2U5G9l303dIWW9bArhk23X2IC9G13z4qGlNXmkTYKJl2Ohb5dxYUI1CCYVQ5z7XHQIXrwJkEWo/DUyXM4nxVYI061dRhR28fApFbI3i20TuE6VQkQigR8uAJFUbidTVOBFTol5YBObQbM+m7D93+6u6PB0JRNiODe7FxFLQBJP15BGoC11DBnWAO/2ff5rzfNzrf5u9hBJoJ9fbvhMczoSaT7n++B1ci024+/9fwdevz+OYm2vtNDvX2b5hP65qlf/ZlKH/45xBdfUCxALFrDyrOe1B3H4Yjz2zah5WSauzYF9qyzE0BRgxIpiFcd61F0/AJru6y12aNCNFGMV5PWTVaj3yYbfftDVVBN9rPdn+nar/TSfC6EvOcabCFyPiFNYUC6nIXjfqJHnWyLTwNrZiAMu8wB08uz63bWWl0nEb6c/Cca5zgkFo6wfH90k22IGPBnH0OOo+tD+Pf7rk31/vsRGD5KxqjS+RAP3xzFogn1ti70bNYrrzGNleRNzTBrXnybtdzcxl6G8vA6yxBmjq0S6HQXnBgGO2/FHrmbmXMfXsfL97+s2shyTO/n4GJQ5xk0fZV8sJ1NEhFQfq/rhd5Wm+fESebfqfEuJIY506WKjrgy9nweX3yCAsxyps3oFo9CLR8wwSRBBjl7j3I/OInK/hX+K0vQskJKL6Ak52F36FAtXXIO1f53cHFkrYsvG4DN3ecRx+94kt74HTaayz21osbJdQEgdadNMTdOditY2G3NnaIFZGjQYmf9NwtWQbW7pNRU13hPdBI0HK94yO1daQSqKRuwUceMXmEE2viDsNNQsCHo70PJHvhWBm4ioOWkoWZxF1kKx2wtQQquoIp3cUFMY8J5z3s10eRC3K4508gq3bCgIHnxBNo8QWEVNFanCfyMlwtDkUGUJ3IS05jfnLrfBbBpXr9CrY+9A/W2cIR5SeiEND5USGBuqrB/K3q81brea7sPcSeytWYi06Y7n5U9NBWqrYAHC0TqV03ih8l6NKeaygUx7D3Dq1uf7XbqPVxXr1t6hr7dnif0CCeM5YvMU0qSrr9FodFyKTiwcV1aJMGvF409MWm7rnpjjCMn2gWtYMg5bHyU5CzE9xhJqtPVkWP3wHIP9x2oYpUdRUnnUb/3kdTDLv73ggKmY6GYqH/aKIL/6h/+/DxrbxLP0vLNhPq7V/txzChDsnmX8Nv1yTU2yegNyHf2795Pk1rLv8/Pw/jTy5ATt/lpNrtLUPRk/BzN1nN213auJtJybQzCP7IEZcqUuuO4kQTaWX4GaiTPsT4JLz9CZRj4cecId3kC7kJURlanpRYgw8aQ7Z4ew28Ij/O60WTB9HaBuRLgLtc59NZexyrod9U2bcmBqDM54B8ZcvWO9G2KYn2lt/iQggJyVFiHQq8jSLoTGBmsLhtYZSPM47Nff1kRqDwW5+DfOMHUA+fgq8urvt+ILSI69+Cif3VEyH+LVm6kYp2dSLfsq8KiY4QJgSpdN3LzLHdTOe4UaRm/jCDzl9u7JNMiR3tQ4oKtGKcVydVfEr0a+27Nto32w2OvgDhqpygm/nd8Pssfnb1kZ+BtPOQXoF9rwkmLmdvhUXHmWnISpGhpFKTcORldP7y5ibIhX/zJfgtpbr3JTsHDB77SJZ2VGigzi7bOOllBD0xaOOAcn3Fd5mSf3QNwX0ijYp1E4oDGM4A3Hge3c9sjCSY/r1YHYSfFNW9TkAlkbctqKNv9GREatxbocnQN8rdbUIOdLKzgr6QYsixlf4ZiLIDv12Bn7CrSZhJyvKxNAKxBM9MYya+hD/0wm9am76X/7/gjeFXsB/pSgauMOBoKpJEg1j4IVsukX9xkLsNYWZWRMBinYBfWSvg1X4IspWSxhKIvK26FsTMEndR3cqDraWIBy+gwLZDu6Vgdz8nm6SSrRTHq8XfhH0S7sTrLJJXC5mO4v0gvbvYAMIAACAASURBVA/+josRuFhBp/C3sC1TVfCmgrGA2VB/JNo2K/u37Afy59hDevUgjRJ+XgsX0TL9HLRZjQsSgVVCkDKx3PEDVhYnbjYnz84ueOZcVYiMCtyEXQ/UUpVLTYk5KXOjWIJ0C1CCFBzvPL9/yL5NzT4B4WhwemzMtMyifbaIUvsO7Bp+tEWwiXczmxL+2+h5aP6+uQg0E+rNxanRUo9dQs1+YwC+9qc1HeqPIJHeTKi3f/N82tas/PQA5OIslGPPQ6oJnvBVzA/gj/h1HWqCExviyJrOdWQxQxBO1bYQzIR8NYLTqaIHfm8L/IQPg3yur18GKW3KlAI/WeGqsrx8Bs4w1nSWY8bLUAs6AtOB1HyGXGli+IEJNV0bSiAjfuJP6rWiD7XdtwL7psmMdi0PfSED//3wQ012ZBX/vTXcOLoOwuqFXwy74KR4rsWGq8kNFzCGDoUQ24SJ1i995yc1DM3jegwjsPz3k1BGn0WluNLRJRFBlIvVZJl90fe0c5endsTMUwhunKt2zSKKAiWmNOFnaxtFIHvq0XR+ao+FEuvVxxP9Tt289K+uX0ysipXRc5abr543WQEqQZLfc6T+jaDC3VKCusv9+6r6DsQZJh45jVqP+/VUvqkrzjzQ9mHISh5ueo5jG3nj0nbonaIkB9H+ha0hUJb+8HNwxXj1eOj9LGCxK4FYyEGvtCGYullFylC32t/bDq8lB8VNM7dVaCn0H9lcUSCKca1Y3MN4DIhL7XU70Avd61pf1e7H0l6A1BS44iYQM+AfHkTF+BCxwkFoYxbUJRdyeRl+1odMCO56+q2VkENsDMOLuSBAlq0b+I/GJe5C0zCEhX36PhwIkuienoQx04Zg6RpzjWmQsjgCJ4Q5m8NQlJWu5+o4qE6aiy6BkoeHSWCwF4qfhH/rTF03OOSgt0GMT0E6ywxdp4RwzfZSw8wlDrKoqnXzN4QsrmaHqgVgSqqpIPwgClbtttkzW9lfhxCLuuCUsIqcU4WB0/1ejp+p8qG1lkNclFALd5DPtEGBCj0woc2sLZwXu48gU2qFNWZAuXgeWnmAVcFlfxtfI78/Dt+dhV++CVLljiyteH4hwy73arssEg7D7WtQlW5W9y8pb/KzJIYPwtc96DM+3Mk3QDZ9XryCQF3AjdSVDRXuH8Y9TWJkL+68L5r3MDbY3Ma6EWgm1Nu/OR6vhHrsFXz91ZfwjeHfqYN8k8rb3qu/DjuSeVudYD8gPs2Eevs3z6dpzcLv/10Yr84C90Iul6p1wxuWcKZfZZ6zr89wB4m6E9psGiLVCqmo8BOLDcV2avnUpvIcgivvQOndg0riEvtOs+XM0hzUg8fgyIsQO/bDlSGsU/dHIO/dgGjrg22cR3xmP/Du+1W+dbRtPX2YeZZSkdVu7Jpr8jGIk33U+4DsZ8IZloCeTwN3rkO9UqrzAydordfjQ9qTrILsl65B0w4g0HLVBJq60sIO4KqXEYz0QqbjyP7UD3H3Xar270XfvkdbSf+ocWiu/3hFoPQ/HUIwnIS7/OMVQS6Cc3sV1kpgL3n2WE5AkP1ScaaO2kHdYerQMT2E3JCUJU40N+oIbzZKC398GKQCvWkI97dehMjbdQrQ/C4kf+bYLXT+ytpEkZJBOkeRbmNl/ciHWi+P8DtPHDkJCA9O7gf8m9L/FNJffQsRjzg6FzU1jI7/sh7WPvPHXZw0W/YoH1NYsOyF32LzMy9UE5oaJmeqn2GVaoLXR+rZUExYlV0I4gr8Lg2B4YSWhKkS2/1Qsky0j8nzB2Eu9kCdLVe7l8SPVRK98POhaFwkJkcwY1M5VKeETQgYsWM3J5pSDTixHjje2N97vWtXp8CuWRDx9i1RXGq3S0UQFgy7tVKwiX5nSpJqVLdtZE5Bvht2bJVnTsJxzsIfHYBR2QH1Wh7BhRXxRipsOvp1eAMG/N17cat7gXmsMZi47N/Fkj+BVm0Yi95N9Kj9OCkTKHtXkMZepJ1+JGYFvFt/3TAEBM0m+DE5XBC6yosVIGWZpKdCyP3SLNt8oZhDpX0RhroHjnthTbIcCeXxPbH3FMr+a4z+UtR2eN5k1Uki+ht1tSHoHn+W6Qg8xkM0At2TsqsDYr5Yp87e6AQo8aSOOscx3r1yv9Df+3dCzWONMBl/6/tPspBnoBbgW2T/RYguGwIqKtp1QFbqOtTEaw53UmGROO3CJLS2I/zthFaG7y1Ubck8dYqRFjToPNXhI6gYtyFiffCW3m54HRLFE5B0DDSsFLxWFzfT77G4KHlcZ2YAsVji+6uS9Vkk7FEnuuOXfgbQHOS0KTy5c2NF/c2+H5vLNY5AM6He/p3xWCXUr73yCnZ89asYWsWhbphQ772KX7e/gVMbxKaZUG//5vk0rbn8yi9B/9f/EdqOZ6HYJjx1AcGuFAJ3EULR4M2cY59pSqJpolidoOx9FpVgxcqGv3WJTih9+6rWTcTnxQfneRV5+hm4sVkYd1qg3JiHFEWgd4h/Ex4lg1dDtdliyNertM0gfm8UeP8c8OST8N1x7sgarcch31npwIhnj7II0OpBsD+7s7479klfN5p80ISltqtE/EHyMVX1IajzPgu21Q4SfhKpbLWQIdMSUvrwK/egmj1sa2ZkXgTUAF6P+MS5mJ90jJv7f/QRqPzqabj7A04W1zx3B0JKBqFTpLPA/FsalBRGCsqNjvBhJdNzfzgA5cPwud8OB3vxn8TqPNxrKSS1x8g+2p7DIlART5VdDAjuK4KqlVbbP95ad4kEwpTpedagiPi/6v5T8OJ5qCIBp3SBLXyMWyJ8VxKHO3YNUlaqAkplN9RmYLhqaid36pBJAks2OzmQcJZUJYQr2Nqp7n1z34+ZBaG0JAKzCC9bhgx8OJkpmPk+qDkTyvgM1CkBp3USQjdR6ctD7nsZvnKJN9d3uDH3/WF3pTe62+lbQpB7GrUCZdydjod2YJ4/hsCfhzBIEK+Vv3thADUgk4Cf0hBkAjjJu5jr0JG3MviOewamMNGqZJFQsuiW7djhAkmHuqABNNeGnlcR3DzLXdJ4cAJufL4qlkYdZT0YCPVGOnrWiLI96LzYzivVwUk2CbfRPYogYN90Wc5D9rZByDhwb6JOzJK1ClraIRIpFm8jOyg1uw9+Ig/++N6dWleI7EHHw2r9ZoYTZxLcVEQrC2rSeTcatd+/1b/rQ6dR1EN0CsGzhaey2BuKs/CXxxjibhhPw/WvV4sEpEfiz9+oHjuhTtgDPN4Cb1BFJTOH3idXVLAjO7/1zol42opv40bsbban6i71ISjd4iTfaz2MHbs2p7Ww0b35oN+n3z4IZQ6ws9fhdRzDzpFHj9j5KMf7aVi3mVBv/yo+Pgn1a1/H1/GN0GtsMwn1rwG/WSNatlqIrDZkX/nKV7Yfweaan4oILP1/X4b1J+OQl9/n8xH9O+F12dBuekAiCb/XD/nUq4YydAAVI1xn9aBOQTQZpIlLcPtDuMM+Q5cp+RP3lhCMpOFkF5k/p6sHGPodTdCpo6MOPwsxs8wdavaqTs4wH9i0TtZ1Dx7E8/b2r+/x/JNw8SK+uW4dhny3QRdZtyCeeha4dpltxsTRF+Hk1n5Ytd2nUJKvVaGj68FGfxLOuXkMj3cESv/sZShTAbx+ShQFFE+BLJUBQ4coFiB9D8HYB3yS1Nmzyyv3K0/o+0bYV7jinKlSPB5WMh1FlrnNiU5O8rr+3tY6pvnffQ4yN8MJFnXaaxNi6i7XHuvi/5WBIL5rg8QhWm/+W/uQ/cUG4mjvHIZaSaOi34A2EcJ/o0E2T2J6Fn53jDv5uH6ZjyWyKAy6MuwbTBSbil1vwUed5NVQX0p4gspiFWKsewPsZ+8bFXZFIF0KIRWml5jiMKBKaLcVBOdehzh2EpW+WfhKDkrPDhZYNJSDCC6+AfLgJj4qvbepeOHsAnqffrCIHBUsIhTDJ/kk0DdKmHEWwQtUGzKTgTQrEC5Bgx34rS2wYxKCOoRWDLZWgebeRiEgdfc0fqxlcToYQKZowVxWodpFPh3fXGIYfDBxjuHSnDh7A8yxp0S40j4ZOj/c59TXcscZ5ZDqXdfRge5pf7gTatDGEHAhNbjutXX9vGvjG/GiWd27YzcqrYuAGoen6ShrdDwWhBTQC0vQF2IN/aPXzAES/fB6HZiFXQgqeYjAXVczJFq3VoyTOc7l4aqtHnXG/W6dVbnpN/XmHITVDjU7Ui38EApDvbVY1WxpdA/R/V5qDxXiV38LVyfTpD8QCZ6tmce0vgB/MUQxkDja3fTiR/KS3sr9PvFWBsZY6HpC0HlXnUPfM01V763EcKvLNhPqrUZsZfnHJqF+7esWPk8S3nXjH+AvqQvd5FBv/w5orlmNQOXXfgryrfDDEQ2RTEMWloBTz8Prk9xpVsws1HwG3kAFftYJbV9oUrI8zxYrtWJDtB3iR+qzXQxXFIoK27sPsUv1M/SOoYzFBUiCidb4uXKnu3MX1IuLQLYDrvtOddLK0HOCPJ97nTvnNla65qsvKU3wVg/6gAphbmoS8qhvkbhykrv5Fp6Ff+3HDXdHxQS2GTt0ElKXnFCTJY+AQHDlbSi7jsNVriNQHVT681uGXD7qc2xu/9MVAerMKq4BRe1eUwRS9z9XfcY3c9aREvh6CXUEj95qws1w7I69KKevbBtGXvonLyL+Dx9MlYj8rSOvX/9yWDygrmj6v3+wL+xq6DdP2mt41fRveldFsG/+Nwln7TSrnbnNxJiKdgT/9m6GisYMfTaTUNp6q2JRUdIXjIWiWko2hJMLX4eaizGFxG6/CqTICvAazPK+0IdbtSBVE+qOp+CkpjmJ2UwxL/etFyGvX2Bf7wcJTG7m/LayDBckekchO9OodE6zUBUlShA6SskMzNkz3AGNu8dQaXfh6CYK2jKgplBSF1BWMrCCAgQ8qIHA0O00grvvwZzt5k4xa1dkdz7QmYEF05zlhlZq651LSJ9IIcBKhztaNkyQqUglV6Db9KPUIKQB35Jw4nG497vuvqLgkpXHNcXjDnsFAYKA4AhAv9qJfk/BYCmAVViEnk/Am3hrW53mNd9d1YI6dAy2em6NKFlcnoR343X2Yy8pIWIi4ZxCkLsDrxtwg5uw1EPQJzJQXMBT5+CWV4QNV++LOvbtzzV+dimhpmueS8fwxI56jYQ7b8cQKx6Bm5jkfdaOzdzXW7kXN7Ps4reOcsGMlcZTU+h9qgn73kzctrtMM6HebuTITMa2t4bF2v6+Ht6aa2yzmirfDy+4n90tFb/5c9D+03ssTFYdhgU4NrzDbRD9OwC7iODuDWjtTyFISwQpj+HGUdU95j29xh6LtsUQ7ffCySWJnEndBHbthrx4JhQtu+vDaZ+BHj8EESjMq3TKb0LXn4W0BIIBE27Whj9zHvAB417Lpjl2dGzo7a3yA3myqHdCUZJ1PrkbXXkWXCnvRDBxnuGg9MF2rdkqfK/R+lRJ1/xuuEqoekr2QViYhyi7CAY72H9WnVQgbt1EMN8Ymk5JNA3uFKU7IXbtQyX/fU6o7crrnCxEE3P66Ba11zY1od3ofJu/NyPQKAIzf9AF/RopV9vrF4F0C94ejekIlHT75Q+rsO9GE9/Uf/Pw+f00EaXOXedXGqt8b+bqLv1GF5DphNfhNuww126DvLmR0OBNhRN04l4TX3q9Mfudg+j40gV+dpmbrB5GQJLZ8CGgw5OT/M7g38q767jd1FkliDl2HYAfjIfCZGoahn4QEgGUvAMvtczvJv77bBayNA9FzUIoBpBKIlie4kMjlXESkoNN79eL0PacZJEuT7kHGRSZf6vfi0Gd8+EPGvC6LagLNvzbZ7iQR51sBEAlOMfQ4ezn1z/n1bH4uKHffF069rJVlzLyNCr4AMLMQugp2GYHkssCyswCgngKMu1jNpPE99Tz6ND6MREs4gco4kuiBwv+bTyj7sc88nhxaQAtU3lo9wSiYspm7q2tLEN8aN9YERcL/FCMjoS9/NYE7LgHT9NgGxLCn4FUOyGCBahBKOyVswLcVUjnL4mYLOO2nMdkkIOpdTOfnoYX5CG0QUhvnP99U03hsNKJ02UN2ZwDfXoZUtPhJ3JQpkrMr99okIuF0Ixqp5u4+WJkFJ4MaQOl1HkWCSPPaHcsLERpIydREqEQGXli0/zDyYzDzO+Ev3gZClrY+50QG5X+esE1dfcJtswiSzPybh7Y0xiWfffKKfTtXd+XnPZNSTeLtHnHIUplZH9m8/f1RnHZ7O/kUiC9Cr9LnFaB27G3cGLn1tA2m91Xc7kwAs2Eevt3wqckoQZAXeq9X8NfbcKHujZcTQ719m+eT9ua89/9BZhXK9AmHYiyABwPgbkMpZSEU3iDRcFkzIdwDE7ueHJy+BTswqtsMyMH+4DL1MFeUZ4mX0xW35y6DD3xHDA3D7d9oS4ZtmKnq4rWOPo0J+jcgb4ThxA6nO47CA6MwimFsEbiG2uVFHd1IwVxhryV1+dKc9dgx2FgcQ7Itm/anov2F3GxCL7OUPVAgxSAWz4LpXWALV/Wq5THyiHsnfiPxGm0FoYZykcwSd8Zg2oMQb53joVYVg9KngkST2JwBHEXNOG9/QF3lUigjLjkNPlN/b3Xwkl5rBOdX96awu6n7R5uns+jjwDda3QfE7RbuVJseO/WHgUL6nUsVRNqelewR/P95IZElshqb6sd6Ed/puEeln7/NNJf2Zi7uPRPR6rPpNQF0r/0t9VC10bnlv/mPuacKnOUUANBuwFfW4TbUWSRRuoar/btpuXk6N4waaZiX76Xu6JysBuShNDK59gWLBKEM1OfQ/D+O9XrxWgXwwmhzZV7/P6kzrWIt0KWFhlWrMgEw8GJ+6teLoSIpIFuyInrcPoc6OpOKEGs+j4lgcX2L25ssRhdO0qoQ8i4Bif34ATnYV5vogGpPQegFFTI8hyfd2AvwCmcYW0L7D0G1yphusVDRzGGd5IljAV3QXJV5WCOu7oHtQPIiBj+g2jBl30fe2Yc6JM2lIuXtmT/RQVfJdMNGdMhXAmpipVTLdvwWypVVXhKSNXuI4Cuo9yWwGTaww9xEfPBHF7WjyEplxAIEy12O1q8EtTAh3DzkG4eQtGxlGrBHM7A1EfxLf8iW3tZSgt0pQ1lWcA8FHgIIOw30aGPMjoi717Dz6uH0EP+5Mv3GIqtWsMw3EEE19fvXNNJkOiYv3izjpOtdx1jLj7uJ/K0HFmTRcPbnYbIHASKt2HN9yEoz0KJdTA3e6XwVA7v6+HeamyoS2/3TGxYTN6MYvZqSLipjEL1skwL6Dz+8SXW/F030vCGTFQ69jc51A/zJbDOtpoJ9faD/Hgm1Ns/3zVrNhPqhxjMT8mmll95GSLnQvF0BJfP1alN+8/0QOgJKF4c4toUZCmP4EAXpOpAaR9EcG+8KpIVhYOSSeanXXybrZ3YQmbXcQQaVb11yDffAHSC4Y3AjV2twrqJd02czMowcfzehB4bhTblMqxc5nPQ76rVrq6S7YfbMd2Qx7gmUR09wdvbaLCnZqkPyqIDdUmHdOwqL5TWpURBDnWyynEjuy9axprph6jQhHWGk194XgiNp2TC7YSSq6wL82bVWfssx1MGDnSxA8Hl96AkBuHPXUTL73ugrljq198PJ+6jX0L34T/f6LSavzcj8FAiUPwXLyH48fpe8LU7oeIQPd8V7UJdYkjJhNMx/5G6yA/lZNbZSO6PTjFPte3LW0sSaXNi9AR3m8lLW6KCrq+s31niTriWhHbHhywsA5YJp/MeyJNb8WL8rlRIXbglwwXKSJuChak6B1H2/pbVnPXZBNDZDU9MQZtdod9Q0qosupD5RQTTYWdR73kRwtNYYT3QCvB7LXiV6wh2tYNsmqhr7SanuBMaFQa1loMISsTXtRHxj71WHdKy4c9dhtF6FJkvUll/c2P5Xz4NnAk1OOgdLjoH2I5RtA2xR3dUeNnc1ja/FH2T6N2rLsfha8sQiLMaO7knyN174FmzsLunWGGaLJooCVViJ3ElWMAN7zqySjuOuhNQrRcxpqQxXDmHeX0YB3NxtHxA6uAbf1+oyEtK7XLnYFi48M6tS0GiTi9ScVRaSQzNwuV4gA9QQgE+J8C9iOEFfx6VyjkYSGPAPgAv1/gYtMwJ3M4oeAsF/O59z+zayP19JVQqrx1ZtRPPa/uB8musWl4Ri+hdTMJc7IV3t54mtvmrsHZJSoorvXPctabusHGT6Amh2jxTHxaHGFYfwt+tOu0ASjzX85zf6jE1EixTRBqGshOV4PLHQqmaf+0luOPfh7LnCHtl57tHMbrzwRSSrZ5nc/m1EXgcE2oWpv7aXwE//du4UqOdVUsV/gd/aYcaXI9wfCYT6tUCZU1Rskd4hz2Gm5558/PoPPGXfOTFb5xi8S+1fRSKnmXetLP4Q67oq51PAN/7AUiBWh4Yqto3qYnhqjcyT5TahiHzkwwRpY61p91jvpq2nIB+W3JCSd0SLz7J1iDMy6N1etugeEnYwVuhgIt6ikVdSNFW3r0IbSxeTfbpGCLBs41C7u1dK9jTaJ2YdpohfJTY+5fqlcyj5alrX7FfR/BEP3xvrk7YhK1JPpxgmzDquvM4GFpkSXgQFy6CFNDlmQcnJST8JnOzkMU8DHcPkEnDWboPkX3uObT8j+F/T75/sE7FdKM4NH9vRmC7EVj6g9NQ76FqOfTA7VCxrGMQfrcGmVKrySCtQwlj6y9+fB2f1cdJsHDFTfB7hQTEyOfZGQSM6SRE9yDSv7x1Jd8qp5rsm5wyi4o9yA5s6ZXj0MYVyJRRjac4+kK1Y0vvO2FYcIzbCGTYwdYurYiXMfy71aQSHfNr9Zk4C0iS+CMhfdT4boiyCmlJiJvjXITUuo5AubUEVeuBYqtwpn4A0dUH/8VBVNy3uOBJ712hpsIu9L0c9KUOBF0JeHNvQQw/jeDaj6pK6IxEWpxjm6XMf/Xqpm+r4j8+Uecawd+L3j1wU7fu04IOQCgmhCMh73wYKponhhG48wyRd5y3NlVEpTgoVh9kUGbVeW25u644Gh0wxd3tL8Lvi6PSFoTvVesqbGs/zvl34EqHu8Ej2i7sFykI9zrifis0EUPBADrKabRMAcp8CXBcFpMj4TjhS0ZUMc/+vnI7ea4HolBnZ1UbOLVtFIqZgt+qwE7FMBYTuKhXcAMu/twJk+UepRMvSwNDajs6kUarTzuPIeFaSNsmsHxpDdeeEtNKxxEsGLP4jtGPxaCAGZnDOe8K9mvD6BFtuCcXsMu5yV1qGkvedfbU3iHSMN07jGqwlBF05G3otzZhq2Wk6+y0CMkgA2+NHVckJMbJ62QLd7YjNXCmLtxrAXwHcudORk6sHtzBb90HpFNoP7F9xMPkxcPwlle65qv383FwqZf+7VFUEuPAcC+8ljh6969YuG36AWsuuOUIPF4JdUj3/RrqE2k+6Voh6y1HYXsrfCYT6tpQNTvU27txPgtrkRKr6T0JOTUDzdoFZ/FHMNUn4T3ZiULPj5C4MwpfTCLwChBB2IWlwT7TdwuQ/Wm2sqKutFBboJm7ELQ58OM+lLFZaG5/VambO1jZHlYHFqoGt9eBbG9jsRoSLbK9t2GVQz9WEpXhSWXyIPDuWe4URxDozVwXeXD0gWImtdsgqCMJ+RDUW767tuIfJdQ8EUz1o9IdJtUMtZycXVeplZa3ki/Bf2/jj77athea3QY5djvkt596Hu69cD3x4ssoJL8HuWcYPccerKy7mdg0l2lGYLMRoK6qZh4Abt8EkumGCQoVg5zkGCd31JGLYMuUJHppm5/DjeDQmz2e7Sw3/Xsx1Oo+EIVEpNrR8qvb53RHvGBCpAR3LyPzv21Mwyj+05fu2xtNMqXD71MRlG6viDDuOIZg6jLU3gOsSO1fWnlvEL9W6j6UZRfaUgbBxXchOvsB10UweZXDEr1DKs57gBfSS/Tu08DrK91F5djz8DMVOOkxYHCEO9fwQ14wC0tmT8LpXII6WQIyLVWtDEpWZSIJuy3sam7leha+eXqlKENuBofDgiMVbfkdv+cknPg0vMIVRihREZLPhxLki/NQ9j7LhYiN4OL0TeJvRe8eXj+Ky+p7Rhx/Hnb/BJxeB4hncDc1g4Qyipz8MWAchA0Vf+O+DUfaeNI4xElsRhaZd6xovQi8SWS9XUiUSlAcAcUxoOR8eLNnGK5Myusx4zQLasmgBEiHEQC1I1LA1tLHULLiuBGP4awwcEPeRkJkEIOH/+CE1y0uLHwxAMO9bUhc9m8yLF3Vd2O3VDBSmUB2MlS6NpS90O1uFI3XoGhp2NmDyJkFeIqJWejolgZcXyc6PGa1ZbzpvIkRfS+eFB0gTNVdOYsb7hU8rR/BkLAwjQA9lQ8wWNoH1RbQiiZQthv6TRO32cZZxPx6QTKyxPKur9yDUUIdD04Bd0M162BHCrZ/jgXK1GkqRU9sqH1CSbgzBPQfX9FPmP2zEVYP7z62NVGv9ey1HmVSvfS7hyEzKdZIIXSCnb2G/qPb14LYzrvxs7rO45RQcwcafwl7Tev5fqLNTesr+PZXQ2vaRz2aCfWf/AmaHepHfZs9ftuf/dGXYHz/DNQ7KgxlP4K3fwix+wnIax9CfuGn4RwoQ/EF5NQElBs0WU4C/f0sGBbxq6OzpmSZoOHq/qNwcJ2T71ruJU1ygtnxKrcvssciqLO4eAPebg3+rk7odwW8hQtVv81g7CyU+A7mGG91kMhHkPTrIWP3JzwMLdOOM0+wyvWkTs8dlW2rakeUUIcd9W6GkjPPayFUfF1vGDM9a7a13rJKywCUWJa9wI3ZHiDdCsf4kBcXz59A8n/YHOx2qzFqLt+MwHoRmP/ecWh3wUkeq0GnM1BmK1DuFhFM3uBnnXjERFkQySy87jBxsFq+AOnO8XO3lcRru1eCujxIJOCZeWR/4ewDN7P0WwerDgVb9Y2u3XDkYU0Ftsz/unmLG6JvqEE73OAaC4eRhGtqIgAAIABJREFURgIN0piQc9PwuyVkXGPNBnUsBxHLIFi6w+KOyvQyVLcbSsEHdI01KaiYEVmXgSwISaipxvrQNJ8F7k5DSe0GySZ7N38YdqlHqDN4h+2xZHEZwkqx8JifVaHMVPj6ikNPs00WJ9rWc6gUv89oA+oamtYR+HIBgVLYUNOBuvmkLq5UWuAb0wiKY9BSlFSrnHAGRglBVxaK1Lmoqlq9MMr93O2lQRB0Gt7y+lBYM/E5yFuh5WDtiJwTor8R5NzbbcFuH4M2cAxl8xxyHQNYirVBd25CIe01xUBZH4ReeQ+ueRjv++PoV7oxq1oY9V24QsUSFCwjDwUaOmUCGddEq1tCvCShT3uQbpHFtSJ/Zkoi0dqDsv4W1MQ+FBLdmDSBCVXifZTwb5bnkFYTOBJL4oIbcvnb/rNl18+Kbv7vBbf+O2MpabRoO1lk7KdkHK1OCtbs2Tr0lKWEMGLi3gfp/eyX7S3d7/i2n0LeyGPRTEGVPnx7JeElqzAqLJheC7KVMnLqOBToaC9n4OfPw5ruhZIZgD8V2oXRiIQyGz18xE2OBM5IA0QOdEJbSsDP34LatZ8dRoIswoTaPgl3YvPfOurwk+gfCXtFx4I9e0M7rswJ3I1d37T9VUMIuN6J/iMbF8u28u5a+OPDUIM0Kvd93E3/CVTkh/APDKPnYGOU3Fa231x24wg8Ngk162Zdxd/97Yv4GsG9cd/1iU9xDGNjQxgaeg1ftz6Pb66Cgm8che0t0Uyomwn19u6cz8haBPlW5yTwWmhLRRMu0dmFoD+LysFlaD+aZE4edUD8hZoPu25Bb38aYiwHt+UuxOhTrExN8GlHvwptTGX1Tzm8g7sLNDFSpzwIKwa5NA9ZWg79TrOpNZ7LlAyLpSK8xfUtMzZ7eViEZ3A/KrgEYxx1YjIELVT1ASi5MoKJ66xkKysrqqJkD+TF5jihd/eEPpYRLL3R/vX04ZCb6HoMIWcOtl3giR7xpVGwIdMKcOESd5iqk+GajQmC2rfsRNChwdcXgZ5WlIJQ6bs5mhH4pCMQJZP8rrgvBFgRHzLslCbM/v596DmwMSpj9Xnk/+1z8MbfgmKmoSWe5s5e8n9+A5QwE2plo0GoFn9POyf1Gz0r63lGb7SPNcf8e6e2/Gyyd3ZbKFzIPNH56zBxpGrdRb/Tubi7U7DutbLfb4TYUfYc50MIrr6F1n9YRuGbn2vsa3//QKlQp8khyLMh5F7sexLwPS6aiv6dQG6BExp65wejnSyQJs6GhTzqDLuZaYieAfgfrFxP5nSrOrwuQLT1QCl5sHNvrIk58e9JSFLpGYRjjUNVBiEvvgkWTvvx61wMiJANUVwjuhCJsJF/M1GDNjOomy2MNihaNoyPN48gWIDI9DL9gBwoEMTg2x8geOooKkM2Zlqm0WZnIUp3AGME+RYHc/5rsEQnWoM9KIlZlNRFKPou/Jl7luHQe/0yvqv3YEoW8Kq7ck8Oq/34krYf7VJi2FURlxKpsgPVyUFqScybbbhjqlhUFcwLiRsoY4oEu6SPW/6P0as8B0PY1WS60Tkf0vbiqj+GkgzRBwQF/6LSix76b5FBKsihtZJB3AngL2yclKqtL2AsDUihIijXP6/E0R5c3g3V9gA1CcVVgZIPuTxZVf4mz2QvmIQmBuHJcXgyLGZQ5zmyzIo40lFhgX7Xh06zRZfaMsT2a4ki6RAAsjy/obc135eEhrOyDRXIIy4yFcwHjm1OKXviTBfgVRDL74NMWHDUS/CRZ4632nZyQ6XwzdyfM+88D0+Zgua3sfo5xwGDCG6eZfs2mlds9M7azH6ay2wuAh9XQk3vyGj09a0Vpd3oaJk3fXUUv73nv8NXv4oQ+j26frf66q83OdQbxfQj/96EfH/kEH6qN1D815+HerNcTah54kXe1C8fga2fgT6dhki0AHqCVWAd8T7D6pTEEMR3vg+ceg7uvR9APHsU4sY9yGHyNpVQ5pdDX+VsPyptY2tiSB3cyB6KP5SxfuhyGJ46AWkCRnkQFf89hpJuZdTCTtdbj1VnL1yqE2PTe05ATNtwgvtdLt1i+y8S5+HjO3ASvrLAkMRItZx44dS54d9VC9q91vW70roFdfQYfJqk3VoABoa5U0VDu1aqO5bVPr+R0vdW4tBcthmBRxUB4lfTSP/KxsrYjY4h9y8GAJf8mEco/aGnB8JV4Cv3oKgdUCoqPG3+gV1Jet6Elqqz6vooXedHFasHbTf/e6cglxag2Dpa/pf67nr+370IeecqpJcHrNQaWDlxwY3CbihFnd+/6w1hpqGmdzL6hYahPA15ORQJqw7DQnCok7vblEgjabGtIbk78DqZF+GXr9TFmgqkJF7p9xjwO8B2h9QlJPROzDkCsejBW34bWt8pavsChVIVtm0uDAHtvbwfGm7xR6EI2o5j8FqKTBNgVXPsh7x7Y1PCZZzodwwAWnhWlSDkFjMaqbiPLcjE3udQ2puHYxrIq/e489pW1GBbXbDseXhmAlqlCL9wETF5BIvdGm5aEiW4DI+mMWIexfvQ8Kr7I+4iLwRL2KHvQ0zuwCXvu3hJP4Iebwwvq/tQUuK4KHz8nvsuBpXnsBT4OFuewKnEECaCH2E5WIIpLAxrT+KSGxa0NxotSprX26M/javuWRz9z2reB0QWk9JGr7CwQ1joIuXvQEJBDK7iIilLaCslockAhleEqMxiPq3j23oOC9ognhZJPOEsozMfQPUT8BUb8OYhvSJkcgSxKcAdD5Nu4kbT/KCiX6om0dExUzda3L4DDO2DEpgIJi8jKM9ATQ1XE2DqZv//7L1pkBzpeR74fHnV2VXV932gG0DjRuPGgLhmKIrUQR9aHWtqNxS0wmvRIa+DFsOxjLC8a2t36YMiZUthHQ5bsY5Yrw5K1gZDS1IHORgOZwYYDK7B1ZjuBtDd6Pus6rry+tbvm53VVX13A5gZEPX9mUFX5peZb2Zlfc/7Pu/zOOP3oMpKOGoaSqgGIhyH1CV7VNOge0Ygc7XBtlzBmlJV8faLyBt3+Xy2Q9OeevNVyPkpyPwczyt2Hyh4lz+tJzRVvqlfnFTNlfkRts0L5rrgjHgVfkpCUqW++tz23qUbPS/lz1dG4MUC1F9aonuTnfKnge/kvoLl2mMEvn8Zv/Xcqd8vZYW6LEpWfo1sJQKp3/lJ6P1piHfvehWLPYfgHK5gerMReAXy3k3oVhdXN0QkAurTU2PtUPUmPoyjTQJ11YUFGP/wUq/iNQ8w+mrWBI6ZOr3olwp7oWSRRhVetyHG+6jjYkXlejPXVFhYLcyXiCP5+9JCXO1XocRqSnyhA5UXWDmXqvAEaN0oHX/lQpUXkn4VpyhZUHy9xecpTr3KqudkGyNvepY26q5jMNVbkGoAAeMYnNuX+e8kvIaDe2GlbxcSCVwFbO/ZlK3PZuJT3qYcgY8qAvO/tafQJkEJNO2xU5KAotYRmHk4XRoQqwRqG+HcXX+hyZRk/SQn4qwOoOZn19cZILX8H5ZqUObXXgPGxz3mEAnD7T8JqZPnsAox8HBV33uj/lXI75e+18S5czDHl8TZqHrsuzHQe02zG9gj2ZpfUkKnpCJUhYXUSIWclMndSo2p/kTx1tO1XGEmFpCGdoh0Gjlc4X+rD7NQ2rt5TlLZ9qnvRKHP1a20RiSQrut72JeYevT5nUhtCLE43Aod0Fy4IRcQEq5uFR7vrHwLIXEG8vEdKPFdsGpSmKuuQFaMISQbELEjwJQHFEnpm0bUikK1TCh2EKqZh3AMjNSPwNFj+A4eQzEO4KoL3LKWhNkIFEeUGGacCVC1eg4mapQWmG4tIkoKffY17FQvos95HVUihmPaTszJDN60SkWxSDAsAJ3FwzY76HgBYeCk0gbVnYOpxMkUC5Z5HRGjB7bVj3lnKaa7Qp9BAi56zetIOpN8mEqtE+fUVrQuCOizfXASXRjX76HW3gdl8nUE1R64vTcK1G7yjs6ESpW/qRpNdHDfu9oXDyu2y/KviQCzEAHuNyfatlsDaKlYwcva70XfKAaUBHdiGaaL09gOmPaPMf29C5CGgD1wia3A0sE3oBotaD62+ZaO5ec7dnkP9PmE9+dgCPlgHzR1L3LmX3K/ONPmOxpgq7PPnFq+Uexe5s/XAtRXRrwE37MaJ5u2XpUuOTYB6K/uXlL1Jgr4LwO/VaTy7W9PgPp3Or9ZVvl+VjdvrXnKFernHeEXf/6Z730Kxg0LysM5qP0pXqg4LS4Qq4DTdx3CiEHXuiHf9Xp8rN02uG+6qGdNHt1XUlFin+nR0JLtFYnLxBUWo6EFEXbuhzKZBEIRiOl5aHNhWLE5IBoGNG1VMLzZSPOCK95a6Jdcvh/RDjE8zFR2vfECxHgKsj7IP+i+7/Zaxwqk93qCN7SAPXSSae7+COJkiUWWOHkaUMJQJqa5Wl9YUJw8zbREWkSQAjoNWsTmjWWVI0pM7DyLDFZSKjcbi/J25Qg86whk/lcSSLrCqtkbDapmux9cLqhFF28fMA9x2wMlkrif17G9f584w8ksokQ74+u3fRS+c5/5CVhVEyyS+FEA5ucN1IkKXhxvEjXSB5XCe6VYPJFivJbIIn3G77z7jwDTBCJRmGEv8cntJtE2OMkPINq6IcIhFlWkuW15vyT56d9HI3EREBb3Q9v5AU7+kdgZKcRDKjDnv8eilcZYgn8LqA0GiRpP8VwmIUQUUi7AtYaB9n1wtHlY+fsQWoBBsJsZK1QjqXdbyDDy1hWojceRjz+CCNQQxxt22ntOfGGuTOAy03Y1UQdFb4YbkLCMSuiWBuT76ZShihjUbBxmcAi66MRsrY2qER1S0aBNCwjLYWG9fHwIqtaK4coxzBotuCHyuC8XMAUHt7IGDgdrMSNvo0oYyEsTA84wqtQ6Btj1agtCCl2jhU8qzZjMvYGIWoew2gShhPE9Z5C3J2B8RiXGBhCUOaREEE/kPKZlkv92RGnDt+3rCCCABeTRuLgtffbYvotP6UeRsAYZPLNyt9CQVuKIyjTyIsJzENCekllkkMeIO4XX1A647gJcJY4jMoQduSQcaWJeHcS40Y16aSGWzyHkxBGZA9TpHNyYCgkHedzk+PpDEy1QB6YKfeO+cjdfT/AsxIIFGQnwvSuuPhO4VqsPQFuIkKsZXDVdonuy3vuFaOcEpp8GSNP8XKGeHuR1DiUA/J5wEnbbSCiMKtD+8WkeSiyZlSNoOj2OyT8/yCrnlCBAsII9tMNT3XDrExAIscp+6+ksHvW9io6dW3cb2OjdW/589Qi8MIAaXn80Fu2wSKDsq7tXEyC7hC9/dgC/tArQftbPwEtZoS4OYhlQP+tH6odzvvk/eA3qqIQ2pEJcex9uTyvTBGmRpYvdhT48vvrzZ2GNvQ7KELv5aSAR5F5oK3MdemQvlCkTcnYBooYssu4UxMj4R72nHa4zDdF1GErWhpwZg/og64Hz44dKqiDPI9JUYVbuPeE+ZRLK8ZMEdE32/PV1rbmKVbuL6d68aFjHemu96yAwIboPw7bvFBasVL1zs15VQd13cVvWPs8jduU5yxGgCKQ+p4FEsCDAqs2+YjMBYLvWQvXPeCKCZBfl98ESqFrevkFJNxq+ewD9PwE0kXM9K7/Ow3CqPNAuRJzfL8VzFLNFcOIo3Powss6ljwRQ+08GAWuqzvl9o9sF90QHVyYUSKThuKOrip8t/GI1t4oQTduJLHBCk+In392kgrkWZJs+auOh4auCc8L0xFmIJxOe5oVjw6n27LzIzcG3CFyNlUPsHjkzXvDCXv6NoWSJYutwB+552hLNuyF3dkFe+hbf75x6jcXP3DqvWkRVPNnRCiE0KE4UoNbY9GSh35ZiTQJjsCVk0IUwVVjBMWjpWsDMeYyqGgtKahqi7zGM4EkGsm5UYf9xkUnDmr0Ove2TcIMmrIoAcgETSWUYdbM6W2D1R5YqyYFAD77tPGTadTpwHMNw8eZCFj8SbcSw8x7SMo98EdCk6rX/7//OOI9xmcQeTiLk0Au7UKU+q/eg0XoIVQQwo+0o2FxRDKhfOqFEcc8eYNVvv4/ajy2B8cP2FP/TLjo2/bs+eBZ/ar+PH9d6YLjzgLSRcoaQc+dRpXdjSKmACRtHXQeHlUqoMg9LBKHmbyATOIKYNYi8PYAaHEc8mYKd6eWqP6aTEIrHr7ershDQIR/cBvlME22av8uhHmjZaEHlm/VM2vcha3qsEwKaQecgzMAIFCXG+iNycghOkw7qo99oaDsuIqO+/vSA+q0LMJX7MDK72XNb2XUKVmASzUfWZ7sMvROCihgM8uqe8p4Rqm7LXBJu8iGge7Zg3vcmCNnVzirsbsACsScIiBcD8o2ut/z5s4nAiwOoKVtGwmRfAEmS4YtF/dPFfy8RK3s2MVprljKgLouSPd8n7Idk9ql3Pgn9sQvtxgyEKeBM9Xn05PpuCBlicE3epuL7N7iHCo3NwBR5J6cgT+9nVVORqC5ZSBm1r8JVUlzx4IVf025WsvVVu6n66o4+gD4UgpucgtsdWbUK8qxCbCQusIVLIPwK3BuLvtGLk7NIT1szrB32qhYtBKZdVULkHW+xf+gccllvYcALy/eHvMTBouWXb12jJjrhZqdLxM70xnOFvkdKMPiUR7aK6U1DOfIJpOvIq3sXaj5Tep7PKhblecoR2E4Ekl/dW2jl4GRQuIL1AHjRmLcKIn78by24amV6reMyPdhZstpbvh3pMYi2LkiSY6ZBdl4dnZB3b8LeFYbsakPlz/zweLnO/+Gr6ybTFn7jLOSVRcExuhdrCB2ud58pYSrTnqCUVtfDlU3XHgMCYWhOM8zptws2XMTKUTv2w60kphEpVhO1u4ZbgZyhXuD4EbjZEej5Jo/ZdKSncH7Lz4HAM1lxyeoQHDEDZ/hdtsqi5AolEe06F044Aypb+pRefqZEECH3JEzFU0gPZDvhTHu9uqsN7lGNdkKbC0FMpUHdSUguAM1NkKrg6jYNqamQCQGrOgtX8yqvbiWQq4rgsebRwkmsSwR2YFbEua86LxT8b9ab2K99BkNWBh2GxiJjBLb9CnXxORGl+xWlBaQK8pZ9H6Oud87Ugx1BFe5Yb60KmJdfF4Hq09oBtIkIFHcepjNVQusu3l4TQVRqOzGsRGDDQVgYqIGO6Zx3TUT3/oYcwY/pJ2HmvB5mss2KizBTw2X+KlyZQwU6UZeOwc0+ZJq+PyL2BZjGEFRUwX3gCbXpwW6oI1bBUtKn6Mu5EbidTezZHtIvADPTyCeGmPrN8Q31QHUSBcC93nNLn/l08fpTayvAbzQHfe4rfFPf/mZVvSf+tBVqtJnVyv1nz0+eUVKNkwn5GGI/78V5+J0EpMhvWixtM+dd3mZ7EXihAPX2LvG57VUG1GVA/dwerh/WiVP/4W/DtfqYbknUQTzog5Joh8haUGQlYNpLlV0/CBdOFnqgvB+7bijv9IP68+zgBLAwD6vDgVLXAamrkKoDB5NQ+sagVx0Hrlzn3sniahUt2Gj4gPNp4x1I7mLAb0TPllbcFycmtVt7b4ApW8uraUQttSuyUEUNq9T6vtp8fkV0bgLLdrK3sEilnkWMTQMN1bDmrhWANVG8ZW01UyL9QT2EmtIFWRNCxf/4rae93PL+5Qg88wjM/YsQtIoTEESdHfXaJgrPL9njNUf5n641venvLWknkFAfUYK3MyhRF/mqp079sgyq/quzYcirGys6bxQTstdyqzRmGzmpx7B3a9BDR4H3b5YkAmke9oWOkzRxAEperCoex24H6QhXqsnlQKlu9AA3JRxXaW8hde+s/ToDMSFCTPn2acFa5wVkFA+UhCaWxK0IKBOQIRCkKFEY1pLVFjElUFWNrHWJ+7nV/mmoeiML3lmZW9AHVBa2EtFKOENXOZFACWNK2FitWTiddSyMRgwsBHQ8aRnDPHrxKNiDW+YNvGqcR41Moh8ahhXgXVGJh7YnKmbKPH5SPwkHLv7Cuoo40cqVCqTcKZzT9qPOzXC1/SGAWhHBgJxGJSL4C+sySHBMpwq1szI5QCJko04/wqICc+4ULmiH0eBMYtYeQJvWiYQS43OjUR84BUuEICDh2kO8jU8Dn1GiuOU8wk6lGa1wIEltXInBccaZlq4pMYQhsAsxVMp55JU4QtYYNNtCCgPoyp5ast+ihIZyANpsFNKahUg0QAoBTI5Cn6ngRAsSceSsywgYxyGSOchYELncmwjNd8OdfQy5dw8DbBqa0cJq8KTdsqWxuxup2mrs6ny+ybTpb3RBkVVwkeIKOoHmqp/2dAXIDsv//9k/PgHFjkKoGnJtKdSd9pJe5fHxiEAZUG//PryUgLosSrb9B6a8Z2kEkr9zEtqogDsyBD26H7h+i4XLlg+2ZKEKQrwCcnwSIhGHWxOANfi6J7a1/zCDR1o8OfdfZ0VX6qmSIgN9rAby7b/k/jqzZoLBrBF/lReLy6nVT3N/9MQJKK634MfUNPdrag2nIN7w+phpuCfbIFWzoEzO+5A3KwnbkPXV6Bj3ULN6buUe2GOl1i6komuFhguAmharMrUAp8HhxSopfdticoWCMdHhco0THyld9WliW973hz8C1MdbPPwKpRO3oDqVyJvv8XeXfYE1wF54m5W4XZlfVa2fdRa0/St87bcaSbZ4EteR+Gebs8rZ6vwft+2nv3EQgZE41IkglMu9cA80wx7f2Fpsresw5tsh97QVWDPixDk41iADJfdJP/TaEyuUxIlZQ2wCJOcK2g/0PFAiRTh5aLFjEP3DQJRYDDG2ESwepC/htwrQu0/u2MlAqpguT9tTP6tljEE3G6DOaBBZr6KsWAbc1Gihx57F02QT4LiwA6OQiQSymvduDicJ4CfganPcq63NNcKuGGOrLRLOJBaRmkzASaSB9gY4NXk4VQZyDSNQ9AY4AYnJ8Dj6g9UYlSkItQopZxpptRoh+imBBT1/DbVqE9rUXeizr0MqpGLdgD+1LpdQtIm+/aOisuAt3Wd0ct91h9LAVlw/aZzBe3ZfoXpN59+lH0QY1SW2Wj4N/JhjIutOwSyielPV+Z4axrvWbfxd9QAmrSUdAqKpF1t+UdW8S2lANQwMyQU0iCiC7hwmzRv4af04zLz3XBnUC+5EUJMOQcsAVjwGkZ+BMZVgWy27ch5qPo6M7vWu+yNiXYQzfB0BpYcV25WGTsC2YQ+8BXXvBe5TdwMKcvntJ4b0tgvIhm9s2O/8PL7H0//vUeTrn8Bw90CYQVRf/A5m/+LHIRWBqh/58+dxyPKcTxmBMqDefgBfSkBdHK5yD/X2H57ynl4EUr97HnjrGgLRU8DdB1Cqd8FNPoY784Q/F5W1gGWWAG36mzy0c2mRForD6U6UVK3U2m5A6FCvjXiLpMYOmMZdtlAhayuiMxLIzsc80ZxnOfx+aL+SXpj7witwzIcFQF0s7kMVDL+KxpVnqk47k3CmboM8X3Wiq954F+LMWZhT1GN+Abj0A+DCJ2CNeuI+pnsTighAC+yHe+sK1L0nmDpOiYb43ykLkzzLe1ye6+kjQJUX5UmyQN8sntG3riJQTMO0rm3a5o4TVQMT265Kr3plJ45yf+9mxNKePjIf3QyZf/NJdgYgL19NNsC9/IOCrsV2zsqQhyCb4iXvarHvMFPqNW0XV+SKAbs4fp6To9TDro7ZXp91ZZy3J0q+6TyAFti5bi839VrnFY+qS33ZUEyuDMuIBrcaEG6Y+3RhZyACVdDno9Du5+H2XoFacwBuaggIBuB2xRlIk3gaDaKSW4fisPAYqqiClgxCuTcN1DXw86lUtkJP10FmssDclCdM+SjK/dbyXE/hOsWpT8LqUuBGAxD2PMzYKN5trcVDkUNO2nggwMJeWWnitJPk3uU49TKrHai1HkBobXggbBDlekpE4dhDeGL3whBBfFY/jG9aNxHV2nGF1NEA7o+m8bdlEJWBk7jmjm9a7ftzxsUCCKa+aBozVi9qjR6k7IfcL+2PRrUFo4uq3z64pv5t6uuGtDCe95IQXXo3DlljcBb3DegHkNVq0JQxEZ7+ACJQD2nNQbeaoczmoYSqYT35AZRoE7TALkhFgXRnYU2+AxKTk7c9YM4q70YdhBNiQU+1uQcyEdsyoC4WPaP/pz77p6V+r/XdIQs7J5iD0xKEFC5qT/8AJAqIeAKOOseV6eW90OXe6O28iT6cfcqAevtxLgPqMuV7+09Pec9CBNL/9lWIkSyMgQqI77wNxGJw9oUKoHqtUMnzx2BP34Sy5xiEpnEfspW9xqCSKgRu5hHU+96igmjUVtMslOqdwNwElNvT3o/w4uJrq57Ua52TL6bDlYmJIOSjB96mRhDyWBPszmhBeMcH1FRpduJmwc+VaIK0EJTS5Co1LfI0pxru9fc8MZxd+yAbq+DaUwy4ffVwv0+aexGbqiDDDpxgFomf2aSQUPmZLEfgQ4rA/P/zKrNJ2CM+3+r5E1sSbtAqVBeZrp0KcoXY92xf7fS8hXQjRFZlDYLnNZiSHDNYuyH2j5aYJ8/reB/FvLnjQbinu9gui5gyWq8D0d5ZEBfb6jmRpoRTYa2scmtBCDUAQ90HWREsJA+pgm0rg5xkCTpHueWF9DVo2G0mrLnrzFJwbyz6Ci/2d5OwmZatWVGtpt5s6re2zQ/g7KiEbKmFKR4hYHXBenQJgeAp6MMh6IOax5Ay87D3h5kFRHR/YRr8juXfkOPn4cRTQCQCDNyDnu+AjEVK3BjomcXVW/zOVgfzQHoB8mA3C21SYpTBOvWL7z0BWxsDaquQ3x/AfJWFbwVGMLgIfscCB9AtqlmVu17m0SgS+J75DiJqE7LuNJrVBhxBBVd5qcJ7RTWgCx2WtApz1AbP48/smzij7Ue1M81AmIC5q+/EO04fK4DTWC5GRkJkY+5USfWbqtv10sS0CKIGwHjOs7YiundxlZpVxvU9yFj3IfW9+EPTS0bQMT7peNXl88ZZVOWvQtdNNPuoAAAgAElEQVR2olfVkEDU+7exh/vOm9NVXKF2M0MwlB1QFqJAfgHC1aAlo3D73mH9BGIfQDXW9BL3XSy2+swu357EwLJNAi3dz8fPee7XW+G21zA9ndoIyJ5v6s+PouYnSv3jn/Y6yvs//wiUAfX2Y1wG1GVAvf2np7xnIQJs0zJeCfW9UahGEyB1qs/Cfrg+EFROfQJWaJSrGLTwIvq33Z4pLL6LVWnZimtXAxxzklWufVsdOgmqVDvNakHQ7GluDdlmKU/yEMKAm30C5cqgtxjbcwjWsUiJ/zVtSz3TtOiUoyNw2lU4cwNej7jRyIswf/Dfrj2B6NwN071WsBajhEDO9hY3RuVpyGvvQ5w/g0zVPdT91PZ9Lp8mBuV9yxFYLwL0fXee3AD5DTu3vO84fXdJ50AGDMAxIcKVBV/pteaiBJLu7F4JojYIPwkaom8AdovrAZxtDrZpsk2gpgnC/W+iTP+8tEVjK9OS2JAeOgDVrYJwBVzVYprydpW8t3Jsf9vsV/4GlO9eh/2p3ZC6y1Vg0oRAKgm3wViT+s3g0aqEoMrhfApy4EEBlBYLkxWfEzs8PFIhZz2/Yh7khtABuFUkRHYDgXQXnMFeGO4+YHwUZiMlRJu4d5pVvBfbeNg2a0cVlEmH22d4kMp49SsQpov87CVOnFrVc8hW3GaqN7cWJacQyPRAe3+m0JpD72knNsfvYdKsELf6WJ+DxdWOH+LfD9WohbjzGCJWDbvRYSq6GmiDqI5BGXShJgPApbdZYNM9uhOQDpRJF/K+p3iu9JxAPuPR1EmA0qpdgNMaw8ABFX9o/SWD3l4tgX2iBi0yh1v5d1Ct1qFdacM16yr2GT2oQRT15PWshJDP34AePAVF5mFbDyGM/XjbGSxUi/3w0rz/n0ixPRb5VSegI2/eYPXvgLJEFaftido9ozWwcninqMakTGNUzmDOXWBV8DOiCml7EOlVerKp75oSA0EljgptBwubGWoNZq372KXtRK1IIJF7EwGtE98VCzin7cH77jgM6NgjElCtR2hN1sBO3UBQOQ7FjsBU7yFg7YUzcgOGchDCUVl4TFQkIFUVcvgeXEqCFLlYKAfOck81KX6rRiv3rm9nUJXa6qxA84ntvyvWOu7sr4VQ+atZUMuLu68FNT/37I+xnWsu77O9CJQB9fbiRnu9UICazLm7v8AC6fjiovfY0qV7nmRfB/Cp317Ni2z1IJUp39t/eMp7lkZg4Ws/CqXvEfebqWYF7IEfQHTsBlrr4cpZSDPJitb6Qw2oqScDyoK/sz9TwY6lvpFpd0ThKx7qrmNcUbCdx9BG1VLRo2PnSyoNW70/BGZF/yjTTKnX2V88Fc6NFmrdAbhRDcpcBpjNQ1VrWVRMfuCJHrEaOKnCDpOsjDe4Gu1/TsJmHRrkripY6XslFFiu0vXO8T7Opw8i/rPPJ5u+1biUty9HoDgCJKrjUzTZQ3i2CSJSAeqVdhvjLCAVxlm4D69Ci/UQ5OB+WRGv5mncGgN2bhiGurtgj7SZCDNjZJaskbKF7xcJBcruHbBTd6HF9npuuuNpCKL7xklIa4IrtVsZbDPVkEXs73uCQpsZRH1XJ2xmzlC7hiNHObmndZ5B7BeeX8V9+bllv/LjUCYsWO1Zrsz6VeC1roEqrppsX12E8RPn4MhJqLdG4RyoWRFHSmpIzfXaVooGC00m0nASeWgzGtyJIQbPBNoVPVawUiTLMxKbIxo4+1lTNZne+7YN9957CKiH4L7vVfjEiVdgzn8f4uQJ2M0agywaYfcMlBkD+pX5wjuWPzCCEHWNheekmK5NHxMIzjtLNmvc13/vJqRD9ORaTgyvO4itdHJngZFEv0tWm4S5pw4TTRL3Qgu4bw+wurYPpKMiiDfMN1EVvIiZnPduJ+B6UlThOlLot3pxyOhBFGE022Ow9BZctgcYVNN2ljShCwNJuQBFqeT9O1CB+kUf6W8tVpI3el6J6k3CZyQ4tpYC+KcDF0Ep8UE5VxAz8+elczmmNMGhexC6AMfVIKSCW+jHbqUV4dwldOXOwJm/hoCyB8o02CZKaT4C4UhYg5dAYnKYGYNdBwRSbVAGJuFOP4Sqt0FNR5F33wapf1s7AnCtCQRH6yCidZxM2e4Quw/ANjIb2l1tZ35fP8I+3FJOgm8ngB+jfcqAevs348UB1I9/H1/+7mv4yufbgUtfhufn/RVc4Gt/jN//bDcefCmHr1wo/v/VA1MWJdv+A1Pec/0IpH4hCq3qANtnEZ3blZNcASpW6KWFMVUP/MEWKXoAcuwRV6CFiLEdim/5stoRadGLqZGSef0KtjW/+YWwPzf1e6r9KivNGvFzJSrlnBRoqoOrZUtExtZSA18rQtQ3bndqEA11yKE0UUD7BJRXOIFAtMToP/5u+VErR+BjGYG5/zMBwznIiSVAAooOc+avWESIlJOpmmQMBqCPx1f1G/bttLai2k3UZX22riRRtangGEG4PXUl75vV9mPNg8n5QoKPaMvRL25Os2D2j09D3r7M1Xr3g1ueBSApQjc7Bb949thNNAF6APHPPx9V3/S/fg1iOgPFisJuy21InyfGjHp7alURyeUxIkBr2UvuBPS5X9XGXCmYpfec1ZYG9vewcCSLTh44xElI54P3QJVtoQSAsA53ZqSg7k0VaXHkBJzsXahDKnR9H+RbHnCmoRw8irxzC+LIUTj6BGR9LeT9qwjgONSZIOT312dDUeXaZwbZjbMFFpTPMqLfJRnSIEIhKN9erJKv85DR7wJpeviD3ttW/hrkK8cx3ZbFWFhHHgr65CT2i2ooucuYCRzHPSzgdTmFJoWI10C9oCTDFe6zph7q8/opRPOX8ddqAGHjIIt4rVVJJrAeEVGmihMg3+yg4xQLldF+pCKel3n++xmih5t3IAOH8Wf5N/i86O+0Ddl+Eag+ao3ADp7GpMyiCTrekiNoVFtxLmkgPGECUsB+WJoUZiur+T6IrgPI4zYi6bNQx204VRaUbBTu9e+A7CuV6RSs8HDB1YMSU2ZwELa5daV/X/GdfKlrzn4PT95rRfOxZ1tFnnrzVdjGFCzZV7a+2uxD+DHdrgyot39jXhxAXXKNl/Dlzw7gl775ebTT38nE+5eB3/L/TYD7259B7ise3F5vlCvUG0Wo/PlWIpD6zTNQP8gAoQo4Q2+j4r94qqs0Mr92bvX+uJ4TUKaTTPmmTL9bqQO9A1zVWGuQgJd7/72lxRhtSL12PcdX9Yne6BqoOqzceMw9csurE7Rwku3VK5RsDXPfUn81VVHOnIWrzEHJRCEsE25ViBcV0p3jyryorYJTrcLOPIAePgRzzlsAEq1dJD1BHRGKwT2xE7FfWgm4N7qG8uflCDzvCCT/83koUxr7rdvyPlDfBjdmQN4utbLxRQOfxflwFXU8uHUwvXhwYo04Tc6aoJpowUzvrW+GWT3u+Srzu+TE5kH1/5GAdmeh5HKp4orGBrjKApz8aAFc+xspVZ0QsVogHFrXT3r+Dy4C6TTbDIlAeM2K98IvVkON7yHFLrj1Icjemwzu1xps+3Rp8+8Zqjyb46VJBrbUWqwiFx+HW3mUfk54UjXYRB9gTkEJd0AddKBn6plBYI2WgmBKijqtDtTgfiiPZqCOuFDsMOT8E7ipSb5H9sEo7NhYAWwFtbPA+AzbMK416B3utoaZ8u7rVdC2lEjV5ZGCmBnrWex9Bcq33metiw3HoqBk4Z4eOw+r1YFTC5gV4+ht2ok33ZtMl24XcaTdaXxg92HY2Mkq2zSo3/mE2oWIO4+AUoUdUkOdnMcNOccg+ceMC7jh9K+gf5OgGYFwf9C/A0psVQo39UkragIZaEgtVseXX1sxoKYe6Xq5AEeE8afmSpuqU8YpNOZvQogA+o0dMJVqzAkHn01GkJiagvvB+q0TlHQTkWqoVgyKjEIagDIyBznZB10/CTeQAiXG6TsiM9Pcq0+idI49AUPZwyJlSqSFL8FNrw+yqQ/b7nuTq+JksWbWn8XOzmerSUIiY0IJlsH0hl+Yj/8GZUC9/Xv0QgLqS1/+MvAVvzpNePqz6H7wpSUAvRxgrxOfMqDe/sNT3nP1CGT+1WuQuRwvUooBNW298IWmdYGyPyNXNaj+tcqCkD7jKlD7fri1KlvyyMF+yK5GmLNbr/5Qz5b22OHzWm2RyQvyFgUyKCFb4kDvY9622FJLfOIcrPxtKDXUH5iFTHvUbfJYpWEnMkwBJeCuTQTYWotstqRCfY5FVZjqFkR+81H50SpH4GMZgeRvHvW+k/YClGAz3KiETE1B5lLcvuDbE/mqysUXwUJ9b972+k/N6x5wXWVQ5ZPskRRUeJ8+HN42mC6eniqcMhHhP1kLdwrWdSSYpZoROIEcpDlXQm2mBF/e6OVrIx/4xK+sXtlKff0k8O7GAkSeKFoAUnpA184OlLR90OJfGloBYJOvtx55hXUa/EGAz4nmC8KIfs+pMVzlvReL7fsidTCMvZCGAscaKb02omC/dX9TzxlVd91aZUUPNr0vlZzuKYkXDaZ92x9AZlKwOp3Cs6FadRDpBUBPQI4McP87XY8bFZA3FuPXsw9O6n2+bnVKhfaBShrxsB95wM451gi7S2FHCK3qKMQ1z8Nab7hIxCZgJllo1yEgbVU8WfLL1oNw99dDKAa/jyl26r1Z3r/QK06928nWTT1zVI0vtiWjnnD7UBXs6Bx7EVtHfgL3q7K47D5AQG/DTP4aqgJHIZ0khBrDW+4YNKUZGQbPnqr5a/pxtIoo08L9irUDiR9YV1ZUlWl77nM2DvO+k7ml54T+HjaO8Dx1geOwnBloIswCZCQ8psFA2p0qgHL623l1L4IQ+K/m6/gZtRtJrRHfyS9VmUndm/qkD7gWhD2LTHAfLgsXtojjZxdmkaB8VN/S79lqDxd5g6tqJTQ0wa5TIDUbYmQM2rAFRcbhLNxj9oBP+SYAbdo3IWUeqlYDx55iH3IG1C01kH33IRfF0tZ7mH1ALaovonX35tgnm/pylDf6oYpAGVBv/3a+YIB6qU8an/pt9C5WpFcF1N0P8KUCJXztAJUB9fYfnvKeq0cg9bs/DmVsbnVA/bXXmAZYMqgaFI4xSOVFjZmEcuhkySJy1R/mRcssEjZy8l41mwArLbS2MqgPVB9QeTHKYkfT3mKXPLPdsA4nkoSMa4WKMn1GSrDqjAC0CihqBG5+DM6uRjihFAsSIZsDXAfxX3wX879/GnLyIQuuBIOfhPP+6+xtWkx7J7DhpEcgdu1B5J+U6d5buX/lbT+8CMz98aehDVmQmGNxJ6W1k1WVxfQ8pDkDLdVQEJVi0arofgav7FH/YAByfNFKr2UHrMoJD+hoQWjVB6DOKatWO5/H1VGl06qbWwJa6xyEqqbYvbPw/VfrDyD+DzzwQ4P6J3016+2cKwPkSBquPb/i3bVWpb/YLjCQ3su2TxgaADSDbQT1RxEPZFIV+u1bnrMAUbFbMoVr3myF2qdKr3VtdJ/VSBOEGoZ0MuxuYCdL6eHU+yylw0kHSioIRYUM6NzjXbALDFdDRRtcZxp2yotvIPppqP/1HWgtxxg0OY/fg/s3TxREHKk6vdzDmn8HiM6uNEJk8jyPpQ4zeCcqvuzsgJ3vLzAGjInGkiTvCqvEDW4qVeNJNM0fVAH3PdflkYOQNfXIVxi4V5vDdTWHXpmBAQ1x8zbu602YkSZS7hRe048iBgPfs++yz3SVEsd57SBqpAXLnYOUFmbtAdQHTsEVAczARUZaGJKTBVutv2ucZ1BNgmRJrQk2XJ4zCZMVvok6HlZbUKlUIOlOY8y8zdvqSpw9s/eIOFLShCECSLopPHYHYco8NIXuDXBOaYIUCguQ7RANeCjHEFVrsS9XjfqJtxCc7YQ1vn51mpJlavsprhbrSif02SpA2tDMak8czowDC/NwqsCq2euNYnus4u2IWq7okZJzIT/q6gtlXZLtvKNepn3KgHr7d/sFA9SLF0oV6O4v4MCiMNlmKtTL+6aLQ/a5z31u+xEs71mOwCoRmPuXrdA+yCD6Hz1rq+KR/ocdq/rLEsgURozp0esp99KiiIabnIK68wgQNErEjahybVcsUQI3c4OK1cRpe5pD1lXCTl2G0n4UMqTDFTkoMgjnztLiibLolV/2qtGbGaQIqoY6oGgJb3MZKKlQy6P74GY+QOKfZTczXXmbcgQ+9Aj4AjyUyFLDnRDD88y4KB5M01Y6SrQIcOEklBn7QwPNGwZmGV13o+2X90X72xd70W80x7qfkxVTx36YoZEC2PP7e/39uP+8rZsBKTkDEGVZexwuMHlYjyIWhzqmQEjBYpDECijsH41DHtvHgFefrSlpWVnr3Ejp2tphbyr5QHMQKynzT4/BHX1UOC9KAMjkdAnjiOLp99HT525rFHZ+ADLnJTSpJx+KAuOOBvGXV6BUtsMd74Xz2aMsWkWDbdlGciuev8K9IQ9tEoQ0grB22syKoF5nsuAyrI41wfh69PHlcSIGkxn+YEX42KIrOAmnMQi72YZUGiA0iYWIwLXoLHqdh2gxepCHxNfyf4n/wbiA+dwlkFf095FmS6yACKJKxHBQ3YEmEYR0xvg4eXcWYaUOw0oEYaEjABW97hiOK7Vsh/U3Ahdwxx3DmDuLfq0OXfYEFH0fXOsuU8KJsl0rQvgL8x2uetcFz0BAQaPMYcgexCvaPujShiU07pG+bHog+W8FzkOVefyJeRkkXHbL7sNZRNC8UAtn9k2E53pgT60OgqkyTQJjWvNZZEKlVeyg2gMxmoST9JLhRqhnQzC9POBqrJP3p8q1Wt0FuBLW8FLynoA89W7XnXr3qb6m5Z1/uCPwIgLqgmB1UaEV2J5Q9dPc3RcTUIN0yYL49mdIhKzcQ/00D0B53+cTAer7U0cU4M5NSCuPiv+81F+4HFBTpcRO9rFQjRboAlRR6NXzqzd2+h4C+X3cZ80LseRUaf900WVw72JFgn1xpWoWPHGLr7S4qu3/Xas4CNeeBUIGEv+oH6Tc67pJ9pSkQbY4NMgGZ+qPuuC63jXRIsH/+3aimfk3n2SVW3/QNYd/9dn2eG3nvMr7lCOwPAIEphnEVZyAGBiEcAw4CyO8GfU5UsXZ9z4u7kGl6ih5+UI4wNvXN9ef+pzDv1HldbXDM6Ddd5hdBqRrMnVYfZjdVBvLZi6HEmp+dZa2Jwq9uLYI1k4cZSo0xT76xTe4Mk6jGHQToKZ3JPU2y2CAlbENH1QunoA4ehpCV1fQtNc7P9KHMKdWr+4Ru4ZYReF/X5pUofn8d73PwCHrKkqcKqEGWKNLvbncxmPngZ59TGX3/YnJfk2JtsN4XAP8tcfccS/sgRnvZVowi70FK6FPx1lNXOncy9VhQz8K+fA+1GAbC2TS82fWjoLE5kivAnNT0OdqvOTOhZMl57I8Xpu5b/aRqkILgb+9/6y4hgUZc5HT78B15kHiWPnIIKZqd8LCKOa0alyTc1BEABkRQkIuYIcM4gMswFZiuOaO44bdC6o+zy6Kl1G/8w5tBwadEbSpTUjL/2bbJC0EAbyCnQg4fZgx2jC6ikq3f3579QM4iAjewxxm1UbosDGdv4oz+nGEhIZA9nWoSpwtvC45fZh2JliMjJS837Au41XjNGLWIGytCTX5AKJj70MbBtxsqfZJKHCBtURIVV2t2YN0hQfOVaMFqh2BhAXxYGusss3ck+XbUNVaJKrZvqvp9Ph2pijv8xJE4MUC1J4I9RewxFj2btHWhKqf1W19QQE1ZR6+jc9sU+W7OHhlyvezepTK86wWgflfb2V1XlrkFfdTpz6neQvvqkOeINDR08CDe0BjM6BqrLbrWkk4HQqLk6jNPdBSlevSwLk649iwQg8ggk1sQbVaDzZVn0VVDXILK6nVROfMJ4ZQ97mNq84+wC6+7u16zi78xlmI4RnIliq49jRkW33ZNqv8lfpYRWDuX9dD1dshbvczIFLHVGB+FqK9o+DJyydMPajT9QV693Yvwu/bFUoEYmS21BZpk5NSdRUt7eyBXOKXTAmALVZelx+SqeBmfl3hr02eJm9WTOPmf4daoD9RuYpLScR81WPejltUIgc4Uegri8MFtKr9BWCoP9BYFdtEL7RepySBQXG1I5MbW0MVnTwnRA7tKAGefC70Dq88wrZl0f/gJVaWD9LN0IP7Yc1d44RLcWXa35YdGhZFKJWe83BDOdhz1yHtHANw9UEW+lwDPwPyp15FNv9t71GjnvP5SfY7p4Solo1Dug4DZkWNQelLcy809e1biWnkI/d4O/H+AIyRSgijCnJhFDh8CFbqOp+fMdm44lnZ6D66J9vWFL1jYN19GG6VCzfqzSQ1wG4OY7p+BvPGHBaUdlxVHfwn86/xC4Znq0U9zb63NImKUe8zDRIMIw9oGhXoRABVSIlB9Aaa0Iw4mnM5BJwY5oMOFjSb6dm7RQPetG8gaBxGGgIHnTBOLeTwg4oUHjmDDJbrtBbMOVPYo+9BAlE+RrXogSttvB8IMv2bRrPaxFZadB47cznE08BMJIfKuQwCYzGuUJPoWEDpgXzS77Uh1IxA6ToKC4OwpScipgU6EZhvgT16ZVM90ASI5cIQlHAD3MwYXHN1wT2qUK8mVKbV9MCtBnLODbS9Ije6peXPX9IIvEiAmgqrn8Z3VgpQP4VQ9dPc9hcGUBd7UANfLLLMWrz8RRo4uVSXfaif5pEo7/usI7Dw734U8r23oARrEfndJX/mhb/XBLViB8Qb77F6q5ydLln4se1WXDK9jwSBdLMT7vul4jcF+ve09yNNirK2Ng1FrQZuexY2K8aiME1xrzVXRHbshmm9vykw/axjRPP5FSe+jr0XEP/vy/1ezyPO5Tm3HoH5f38QMjnH4n3I5aGnmj1/eaSgDGVK7INo9q1ayi0/I98iqSBcpgWhxtoh9AooD+fXFIwq8XyPxuH2tEK6ntOAcvXRiso4vXfc3bUrxLa2HqGn34PeXbns6x6NWSaARwMFSjSBMrNlpuQgVf9cYpbUxR/YMKpegbz8bsEijEAhLJO3lwvL3oFGEEr3vm1R7xmYqsNQo60QKYWToDS/PHsAod+4umoQyM7LvX0FRuI0pG5yZZ8E5whgc4sPCZMdOgfn1hIrR5w8DUid3R+Iwi6S81CnYxCWDbsdhR5qAtTkd26I40zfZvAdaAeu3ypcNyVrZYULN5RGTr0Go/I05JV3GTir8f1wrUm4T+7wbxBCkU3R4EsulKzZjjZvyu+chTRH+qFUNcHeGeDEqR3JY749iCsVOhwIJN0ZTCoBVEgNDrKQboYPl7EfokvbwWCWKNuj7iTScoEBbk7omBZhVAkV7Y6De5jGuNXHgmNkrZWWeShGDyLONI7IOuwdjyA8l0amLgxFS+HdmI27mMLMovVWo9qC004KYfU4NGscmYCG77ojMGBgv9qFBkeFbs9AlQHobgCGLaBY89DoVAdHEJhpgvPkBtR9F9nuSjom7CZAERGYbi+ECCJsnWKtETemwvngLWhGy4a2WNQzrbQehjt0cwWgJhBPDABS22bRMiNe2EarPQ7Ewl4cxRtlQP30r6sf2hleGEDNmO8Bfuq3b+MLXyDkt4QLN9MG/Dxu4AsDqJ/HxdOc5Qr184psed7iCPjUv9VstNgDlhZ+3/8+qB9NTox6IjqLNi3ugWoWHSPxneJeTarooK4RIpdjf1OyunG7I1DDu9b1sCbanzm3BFa13ecR+/klyvVHdeeKAbXQgqj81XIf9Ud1L8rHXYrA/H+5CNl3GdpoZQm1mdSxifIsbj0EDuzhHUQqB/fG0/UokjKz06SALIyWD4/Vsp9SThD3B7kKzj7xzfWAQhxjC/La1pX+STmagR3TkVthjX747wPquVUcAef25RXtLFS1zadXKhMTqM58+TjUG3MIfKsP2X/8Cdhjl2HMt6/PEDCCz5Z2v9iPvtzVwb9/mf+5hy2w5KMHzAxgEH6uh5MxoiIKJ27Cnrm/1DbgOzlUtEI3G2HVpiEyNoNWEjHL594A9/CH9oKlvaUO+e73164uL56fzyrgRO6bt6F1fgLSTMMZXl/8ar33ATk8mJNbV40mNXanIgWrJgWrGcjU1ENzBRyEEcrn8UGVirdVF39mX8WMO8/q351QodhPYMLkqrI/ao0efMsdwbxM4nP6cdhQkYJExB5G1p1GTN+FiKjBK6aCxlkbwQEF7vVvQ99xka0cRw/nMS0iuCLuYHJR+Zso4brQ0GU+hBU4gnvuKHqoJcrNo9rdj8jEYAEg03loog6GvY+9p9mLXj+IXO5NFsbLRu/AXVS2p+14e6WJq8Vh52JhH1I+k04eSqSp0E9dHPu1RMgCwTNA3x2oTaRBMAahhKHKBIStwdVMWOogi5SRnVxe3i/bW5V/4NaMwIcFqG96HTs8/l7jJiz6lp2xB5oP4Ld3/xI+/3l41O8DXrX6aYSqn+bReCkB9XKBsrIo2dM8QuV9NxMBongTcCYf0+JFV/rXX4O8exNQAtC1bsib16EEKqCKDjjyEeSenbB2O6ywG0jugju+1GtFaqpSkZ5txvxEwV90PQ9cUpj1BW3ovNU9FxH/O1tfDG3mmre6DQFqOneicvK5dV9A/HPlKvVW41je/tlEYOIb9TDkbri334QRf7VEnd/I7NqUrdB2zsQHtwTYfessx5mEM9eHgHoIUjdgLiyJGhV8pMkv/pHXx8uV6sYq4I31LXzWPL/zZ2GNed89FtRqr4ZwQhs6D2zneje7DwFJSwywzoSSF3ACabjZx9Cd3VCSntNA+N/dwMLnq5d62Sn5sAWv6c2ey/Lt2MM7/niFTaK/HetE3L4MrXIPlA9mVwX7BEztwATc4TuF6X2rNb6nZN1Vp8O1nkDEqwuiZxQXGRQQTyagJetWJlToXk69U2LT5quf02+Nm02taeG2UTy2C6b9eUnvw66aBjr2QoZs2ME0FDcEZLOQtXGYVateLyYAACAASURBVFFkQjbuR4L4IzGISXcS59Sd+L/M19Go1GGv2kaGYjxdQgAdogYD7jyOKrVISQfTyGEBDmqRwM9NjcPoHUXA7IKYTEI1E3BvXYHS1AX7cDWye1U8jr2LCmUXbCWBm9oU92YfdXXkrduoxAFUpYOQehgiPwMtH4WaC8A0hmC53u9yUDkO2X8bakU74Oqwk7eht5xHNnSzBFC7yBf+HbEvwB66DHXHcWTwJjTRgkCyeUO1cD+GwdE6koOHqG/lpJqwBLQBG8hnYIU95pq9uw6yKoGa18raJBs90y/75y8WoC6yS770ZQQ/DWYvdzyFlfLT3P+XElAXB6xcoX6ax6e870YRmP+jixCDMxDX7npWJmoTAv+W6Cmlw69gByovsFiO0XAO5pj34+erulK/YDEtkBZSPgWcKJF2u0eNo/5p5YbXb7hinDha8G+lKrDZCdT//MejEuwDasccZfsc6huP/0/XNwpx+fNyBJ5ZBKbeeg3Ow7cRMI5DjHu9qXriRInHslFzEfKtbQLVTZwp0b3dyjDwztXS3l/q452dRLFNEamJUwWTxaXou7+4DbFbpJAQvQ+XrLp27YPbYECIKMTgxLrUXp8dQ3OSF7UVeMS+27h6axNX8Pw2Ke415us9cYYFyooHKWzL+UV3hWgcImVDvT21kvpdtBPF1NHnSxTBt3oVPEc0g9C/8hS41xpURVeyBmQYEK4GqeQhxnMw3SUfb06mTLqQAw84wapU7yLVO9gPvd8EAteoisGc84BycV82sRjU+A7ejhwj5J4OKLZSIvy4mnCef75+MkZMJL1jxSsg79xeEb8VbQmLPeV0bHti6xVvbl+qaYKMGXCy9yDa98BJuLCqLdhRB701ccyIIPZnbbwf0vDQfYJJ8waO6sfRk69HZOzPGYxSj3LEJIV0YKI9gDklhF2P0rATLgLjKpQpC/pgUTz0IOSFA7CaBPRkFMjnkO8KYaJVIGzmEcjOY6wyiKCVQ3w2CSc3ALXqPAKTBqDmYCuT0M0GOHoOihNkATIoLlwlDyWjQwiFuN7IB+5BFXXIu0vME6pOi0yWwTOJtWXU1xGa8NS6lw+ibVPvNEyzIARK2xh93paU9CMRVBGr5sQ7967XtQCxBHL7ssjUv4/W0x+P3/qtfrfK2394EVgLUP/TMZL8e3bjf2/YelW65OgEoL+6u2CfjOK+6XIP9bO7UVuZqQyotxKt8rbbicD87x2BulDJFS4CzNJQEPh6KahOfnUvlP55kLWG2p/iRbDa0sPem1ZbCrLLo4nJK2vTOakPT87PQKgai6CtNohWac57FWm17Tj7RH9cBgFqojHq+gEWTCNAnQ3dYFXx8ihH4MOIwPj/HUJgrAZu0qvsBCKvslewP9hbeiS0oeAYi4Ht3su72eIxi1cpb91/JpdQbFPkeynT35wmh3tylXwFrNwtKKFqBlRKpAHqdABW8HGJ9RNVP5UpBfL+6iCZ2086mwuV6mdy8s94EgLYduPsCpu9ha+/CmUuA6mocHuvQG+4uGa13j3dVej/XQ9obubUWTlduVvi6rDafiRUJjPJArWdmEN0nsVDb7wA0T8CtLcAN5d6ogvPYn0z7BZ3TYtFolRb6bdhGKdLErH87q85sOrzSD3i+UxpQsCInyuxf6NtZEUQ5vTbKyrbWsMpThbAkXDDC9sC1v71kcimWxVn6y3Z3AjHmIVbHYNwTJgVC1CzzVBNG4JArJiDMAWUlIDIuAyKZSQAWU0AWYeSnIPQyF7yJtz0BII4CefhHaj7TsDWxqCotXD1PGTIhZqMwN4dhl2V4ooxqXHryh5IcwzZ6hro830IJjvhTNyE6DoK2X8N2LEDNlPFvfdG4R6JIHTRzvZttlyiqCsizptoHyxapMWo1aIW9tTNVQXKiqnehR5pvQ7GeBSG2VFim1k4drwOIlELq2oGzpE2VP9Iqf7KZp7n8jYvXwReGEC9aIuFRftkEij76u5efPPz7WWV74/qsS0D6o8q8i/fcVO/cRLKwBzcqQGIaC2ivze6Igi00NLCe4FLP4DS1g135DHUtsNwWuUKhdm1IkiLTNHQAYSCJWCAti/un/649E4XX4dvS0SWMFRBd/e0o/pnng0QefmeuPIVbzUC879/Gs4jz9amxLLJn4gUvN19a4JQ3oxEmo53cA80ATRSTvZp2Vs9n9W2Z0AdG2Iw4wMjqhbaoakSpWUC/0qgEkqgAVLmoOaDMM17JfZGhZ7st2+t3lNsBCEOH4EbMiFzkwzQadA1faRDC3K/MSUQnF1BxL50b8XppL9yocDg8VkFRFGWqgSEhHTmudWGBKJA1kVuABga37oo17IjU4XXqXWZfr7RWPjaa3QqwEIOcuwRor9dqhSe/vs7IN089GxL4ZkjkTFK0vDfo/tZGI+q19KcKxEGo98BojOTCJgaaOJT8SvHqyYYjCDkyZ0rQDA9R2T3xQkYN7GqfRg9R7p+EMhk4Na4nNSBoQFZi/9Gw61VtiV+R7Rw2dTAiWByoUCsEoiEWdBLDt9jgKzWdgOKDmfcq/6qkU4omgda+d/zOmRyFiJSUaDKk/CbU5EHwnHo91OQYxOF5ATZpOVbZpBrneX9RbgNIj0Ny+pFUJyC8vgJA9n8Lhc5XIMhdpZUnje67/7n4alu2HO93vum9jjMxBiMyUjhb8Xz+D7T/t+ob1refmsFg6Z4H3l0F5zOOlT+1IevibDZGJS3+3hF4MUB1IuWyd1fAJenvrhM7XubQtVPczfKlO8/+ROUe6if5hEq77vVCDAlcXIG0k4i+h8XqYlFk1C/NS9eMlFojwScUBKyvoL7Jtljurp2hdo3WfUUFIFpAXDyNNtQkYgZUb+UXYfg3HsXSm0bW6fwIuNjVqH2Q+CLk9EiKVf5+GNDSd/qfS5v/+JEYOqbe6BnG+Dc8RaerIR8/f1Vvd4ZhL6fXvviFvuPfVs8KU0o1/rWpRxvJVIEnuXDfiBRBdnVBHHrgWdztCg8VTwXA53hcMEGif2IG2eX9dOeY+u+jQZX3XUD8tDuj0S0zD8/n+YuLRsiGIDVpSDy5ZWAIfW1owWKulH7KuQPvg8U9YYziCFhue9vDHw3is3yz6mKS2rc4V99up5V+i1gG7bKV4CJabbNYhG6YJCt0LCjC/L2DU/EcrGPe8W5akFoVXtKgDIxG8R7vUtK4NE4nEONqwrh0XzMhCCn5mRpQsY/FlPUH3pJFkr2qNEmqMlESeKJmACkUs/U9TEvabWVwQmC9m5IXcAVc2wnud4gezXy4yaFdGoBEHWtcPqu83danDgLa+EyArpXved49E/CDHue5/IzZ2C2SE4KuCEJy70L4QSgDeWhNuyDOi4gJqZgH6hBWn+9oKxdiIeog46dyErPa1xUX4RqLsBOeUrwfpXZp3fr9aeQjz2BptSwSrhavxfOZH/B/kpvvwgrMAo88MA37R80D3Pyz0hcgHx3ZQuKcvKTsFoWkPjpcmV6K8/Zy77tCwWoP2Y366UE1GVRso/ZU/gSnk7mH+yGEmxD8Gt/teLqeRFFdNPKC6Dig5KlzPsN4NhBFjUrHn5PIQFwv/rAFepELZDLQjS1wtVc2Kl3YJj7YEYn4GYXfTA7zyCjvPWxo1Qz9bu2m5VtbXN4zfMjH+wyHfwl/PI840ue+u45iJk5qAMTXO0i/2P13uyqYJoXs0T7FruBh/1r+vVSD/KzqHYuv1QCU2Z4APpdT4jJV4ym//fFzJbvQ2KI5CBAo5je7G9nKEfXr7gXTbgaJfgZ344Np/N1Jvj6O3bDij+B3N+Oin+81IPsT5L6hSgLRKlK41LfuxGEtdPmpIJPmd/woFvcgM4r8I1boHc5iVCmv7QPka/e3dQs/j60ceZfvgqZzwOpOYicgOrUQSgKtw3RkIrrPQeWAAafAJoOq+JJgUFAydRi60R2hrBNtiNjiy3ZDIyOAY0NsN1Ha9LHOeZBF9bo2gkCX0Sv+DfKkIe8JEDLDj5GYQS1Eso4nYszt7JveL2AFXuTK2oQWuwYXHsaduo++3NDUYDRWWipELtgcLuVpsAOT0DWxSErK6A9FFAm0pBhBcq8yXR3+i11qwJId/dBrd4JBHQ4RhpKOgj7yZsgP2glT2p9Aun69/kUiRbumEt0b13phHgwAL3jAvJ6f4EKTtsJy2QdAz3dxPORbzRaaiDcMNtneckLFBhp5B/NomMuxd8D6KHUgUI13kgQJX8RuNNv/449kCENdquCxN/y/MrLoxyBzUagDKg3G6mV272UgLo4DGXK9/YfnvKe249A5pf3Q3mnn62xlvdT06y0qKJKjKZ0QJ0UUB7Psr2IWflo1YP61FJeXJ04yyq4pvkOiDpNQ6s4CEWLwc49LgBqefAArOztjyUonf7jPbByvR/Lc9v+XS/v+XGMwMQf1EN/mIfMzYOrWmOJgv/xeufLLJJH6eem9r3ascmbXtpp7n9l8bIqDXj7FkRlNatMrza4r5UUsNIWLOv9FXRttsq6Mliyq18FJVEsqn5yVTy1wGC+mAnzUdxP6i2mlhgaLIyV93qP3Z88u6orAIFqveZEoQpfXMktVtF+1tfig2pKnhJYXMtSq/i4uV85z6BprW3JFWLFGB6GqGmAtG0gWiocZOfvAFqU6c9u7gnbLxIdWtXaS1Trn+raFyvgyo0hyGP7CqCbE0+hfZA6cdoXKfX0+zSXBrEL7Mik99sU3gk70wclXL91SviiyCYBarVf5SSYuvcVWN0q8u49GNT7/MFNZmmQGLiIJ2DFHkKrOA19UCskmoqvX5y9gHx3CtYeHU44A9WMQB1z2AKLhMNy2nVW39dEA3LuVQbTrj3F3s9a5ADstEc7D8vzsPvfgBKqAxQDSmMH92Tzb7QIchtGeK4H0kxSECDiNSxKFsZZiJQFGQnCHb0HN+v1XtM89P+hwAVm0nASoeI0hEt945bnQ37oHGx9FLK1AXatRDpY9px+qmf7Jdy5DKi3f9PLgLpM+d7+01Pec9sRSP/KPmjvTUOaeQTfmlt1ngLdj3o2+xbtcF45AWvuGpS2nZx1L1Z3LVkUnDgDO/8QurILGBooAAQC2+bcpRda8Ktcmd72Y1fecVkEpv/qPLTHWTiDVxloaEPOpsC0P816YlfPI9gMbIeHgL3d3sKcxJ+uvwdl38EVYlLLj+/b9q12XsttwKiS7eZnwX7Fb7zHFUa3I7ItkSkGVuH9cOTkmpTircRqeT86JRmIQuz2tCP+T/pXnYoqxNrV6QLFmTyg7fGrbGXoV++3cg6b3ZYTE0SDNu5uCKjzn2pdpO6/guCvb97KkBg95Me9lUH7BJ2ja4pXbmUuBnuU/A3vhGONlPZxR+qgRpog1DD3qLsiU0L3Lk4Eb/WYfNz6TtiNDrtC0KDvsP///G8Sucx3QE3G+NhOSwAi70DNxoG/WBQbtHOsjg/L9PzBLxyB0xKE0yiQV29DDbTAyT4h63fkWzzlcxUxrjL7dll8LvqicKidRDh/Cs7kPQSt/ZAzk8gl+qB0HWUKOCmQS8OBSHsVZx8oU6VardkJZ6oPdhO4l1okGuAE5qENAmbWa00IqRfg9F7iJDm5hxQP+YlDcGsrkMu/UWZ2beeBKu+DMqDe/kNQBtRlQL39p6e851NFIPcrn4QYTwELKQT+bKWoDk2+8IvVTNkLVn4K8u5tuKnJQh+gLz4mYxrkjWsFiiopeUvMcUVCDXVDWBowOgyZW4DdrnKFmjye88F+1P3U0FNdw0excxlQfxRR/+E85vwfvgrnrue3HIy+VmIttJkrJis8LVcF98aHp5bPolfVeahzETiJNBSjsUSJm6m8IypEcxPMzI2livQynYXi6yuAVBKmOr1/Wz2uq8WLz+XuPAMVceIVmPPb6Cledt7FlG86ZsGfuVZbtZeatkl/cTfk3DR0q4t7j7nnfINB9Ha6r8W0+o32We1z98weTiSsV6HOnUkUROHWYi1t59jr7TP3L0LQkztYZ+NFHuqRC+wKsXwYiYsQj55AyzaxN7fvmc3U9HEJOdBbwrZQ6rvhjveCky0zt+F2RyAjUcjMNAvguZ1NcJ0pCCXCFWo7nEO2askCi45P1WXn4VVW6g4Gz7KHPf3W5nAZovMwTNxH0KXe5ysr1LxJyVut3LNC6Zv+DgdwSUSPALV2EW7fO5DUshA/4tnguRowPAx7bwT5+EOgfQ/qTq90BJl66wJExi4rfr/ID/xzPvcyoN5+gMuAugyot//0lPd86gik/5fD0GYqEfg9b1G/2kh/+TCUXKggnrPcIzaHK94PKynWzgvYofFClt7vr2Jhso59kBNDkJ0dsK17cI7uLP+wPvUdLE/wokZg7ps/AvfqX/Pp0/dHGVpg/9b1BlVbqeJGw0mPcHVJaBGoSeW5gerlgI6tmYo8i70LCJb0fAcCJ9mbupgSve51kXiZ1bVtJebV5ubK9GxNQTV7TdGsLT5ABYGxov0I/FqhIaCjE5FfWQmuUl8/CVy/CzWxE3AtaLJhVW9lf0of/JM6uJ3vZ1quHjvqCZttdRjBNVlI/lTm3zwGd7yfAR6xAazKCUR/f6Vg5VYPvdH2ya/vgSKbIIaG+dknujTZebmP70Bp38//XfXekg1cRevmGQdakIXKttwn3bR7Q8AvTp6AOVsKHokOrc+2Qjjhgj0YfRegqpCPH0EIAwglOOZa2zEIUwMkYD25xIkfsp3DoYPevZcpwM5D7TwJ+8Ebnqp2SIVZPQunNcECaYoIwXY9hXYSI6Ne6JB+AfJRP7RgO5x6HXl5HWrjYVjhcQbkYioHZ8YD5Frz2ZIeaT/mxXZZ/t9CxkVgfg7OkyUxPRIYRSiCPG5AqdqFms+sTPDNfOMIlHADLDmM2p/wer/LoxyB5REoA+rtPxMvJaAui5Jt/4Ep7/nsI0B0RBKccdNjay6i0v+wA3q21auYLPrDOlafR089fqigeErAoFj9NBA8DyEU5J3rMKbq4M6MwNlbyYsEqxOo+7nV6ebP/iqf7YzlKvWzjefLNtvEHyZgDFdAkZVQp8WawGF5XHz7Jf/vVM0i1WKiRX9Yw/ehJu9iYqfQUPJqiddwoX/1rTdZp2G5mOGHca7Uuy3euVNix7UtUbNlFWr9gXfNqw35Y6cR+rV1kpO/3AGZTnHVnmNEtlMiA0iHRafw4J5XTT9zFsjZQCoJ/P/svWl4XNd5Jvieu1QV1irsxEJsXACSILiI4CIuIGVLsseRk+lEimPH6VG7nbHTUhLZsidMx5MnsTtK23LsxJpxzzjPoyfOZLGydMdKx5Y3CbI2kuK+ggtIcAGIfa/tLmee71xUoapQGwoFsEDe80ci7lm/c6rqvuf7vvetLANXApBGdXFJke0iNzwE6cenwT+0F3qPxVZOoM50TiHvmxYr9FIV4qqQb84I3fUQzwa4Es0arbjglNvBVYfQlhbnjZXMC+9ONkeK5CBiOG3qZFqSawTmQftQ2zRPQzt2HIrIIkmtyCJks071ij0m6ThZrQEXTGIq2LHzkFdtgnGX/rsF4CakczcBhwrNMwhs3xL+vMgNHeAVxdD8R6Dkt0HSnDAVTQxFxHBa1QiCvnMgFm6v4z2RF03FJW+FMlUKZVgC0+h4eRF03RQkm1SU5k5g9G5ceSynaxckMw++oHWO1bw26IGrUBwN4iLIZH4E/EeEp5r3XYW+2gHGVME5onhaUP5EfJnJkX/eDKbmITh+zOYmWaoP1H3Qrw2oM9/EBxJQR5rLJiXL/PDYLbNrgelP16DwO9E6pJEj+D9/CNLZm5CL1ol8RLPJI+Rr+PaN0Kfi3zi7sFPob6K6ztLtdEsIjr0N5nJDX1+Eil9eeSHf2bW63duDaIHxVzqBS0eh9JeAT1ikP6mKyBPt9kbJX0m79ib1dKbqM5PnBPaMigC0wj5wMwjMDEPpzY9ic6Z+SaNamcqH2X0B2LMtKUNzJvNIp43DTQzE0ZJcZLPAmAUcQ4zGpu8upLxVYRZjekb2Js8wNwJQytoEORQfHbNYoynnlcJxb1+PmgbZxvkX85UTIitN/2Y1+HT8kO+QZz+dtcWrI5XWwhy9E/WIiKzI+wl4od+wCNTE+kprIeetBY6fBSat3Fxt/Sx7O+Ver64SfyPCLtM3JLzX6RCbZTL3sRc8YKwI8pl+hJQjQv3EkxYLhU+nGotC/kkrnC6u2IwfQeNCUkBNkVRaswEenBByUJIup07DmCUmi5wL5U5Ll2YEGz5FdFCYv7m5Hgx5UP/lGvi2Fug3LMAq9gH1QJETWu8boEsfIgQLDs2BdGnrAUt+a2ZKaFlTKLihjkFb5wKMSaC8WshnhQppVZPnWhnNAy/JF7nTRECmD1te5VDedDz75QV3AIWFYUDtch6AKU1CNt2CjExuPQifbkl1Kc61gliUSjLFC/q+MzwBgDlR9qitSZ3q3D7Iz21Anfnu24DaDvnO/PTYLbNqgUi5lEQdUx3Sn5Qmi6FXzCDITwht6pC2dGw7AtREXhZ+iatqRrB8ULywmBvrUP6ruQOoQ/rTRLAz/tUqIWG0ULKdrG6I3dl9aYHxf/swzCM/hEvZJ5hx0ykCTPfoaeXeptPfYuoQYRivLUfAb5EqJcr9Jq8gKQlQIa+2UWMkDLkVTN95q2H6biWsQ6HW6L0tdIZTMn1HeJUdfWVRlxBs+24Ep9+yCMGOHIvyYIvJdu4BG5ixdJY3tgJBPQzKKX8csmLJfDlc89qGwHoy4DnzQifMs7PavBSKXNwgiLTiedSF9ranFBgfnVsDjbunHeiaA8fh/aR1U9H9ln50eQf4m9YZY5s2gl/rAfyWF3Ne2bcT2qAlfxQqLN8D7h0XGtOoXZ00NWgxZ4rajn05D5CcQruZX78UvmiKjcoQa0kU9aC4IOVVQOENgMyAqQi99tJiEUJtTlm/ObGSXuJvpDVdVg2z/8bcBRHZ0bMbBoZFW4ouCBUiJTNqyeaakMuiIn4//jgPSp8HqmOTkEsj+7HqGjB4IL1+DmhbL8K7w3amfc4vBB+0LkOEvYvdMKvzovgE6LeWALU5eAtMcUBvNIC6tQL8KsVtYJ4qcEcAGJ+GMXoJLK8cRq0DOu9Dvm8ntNuzRGgpNiukUx1bTSFGcWMqnE8dep5KPnLi7w/Cp3VBLe5A2S/GObeLPTx2+/vGAjagznwrbUBtA+rMT4/d8p5YwP+FTkiniWRsBtjahuDwGzDbyoQkSmxxFhyCecr6Eadbdvp/ktbw+94ANm9F6a+cvCdroEEnX2yHEbgJyb0KzF2B4k9a+YkhYE1eBloTU1wo+ZLvns3THvj+ssDEy7vBB+4k1pqOyUem1S81G3S6Fg7lIdNn2HBMQAoUzYHDmE7iaSwT6zRvoMiWaODmKNxnETfVNSGYfyXudIiRWSlthzZ0DEx1glXWxQ2Vp75CocFc94VBfao1Eng12qsFaHLIG6E7BgS4F7JfN6eEvjIV2d0EdvTqPDAtNLodFusx69iPwucSM2ULBYVZL7h8vD/h1EJs4OIMlB+0wBl5PCvcKdnBpdpNkF/vTrXs8PPIkO94jWhcIqHLfyl+XnPaA6VRMWQfqhoKsaeogBCZWzwPNXmy5Sl1jkvA4YK5tTJp3jRFUTDJ2gvTNzKngx3KuZ7uE5cTdDlElx6hQuoW+mpZcIXQ7wSRbwbHrd8PAtQTf3tQSKh5/+AhyG/dti5DZi9g1MqHYTq8MG5b3mI6N8YqwzqnERci9FnjrfXgPJiQpI9C0zX3qEihkgubwSUNzFMKaUyGgT743Kn3n8muKIIyubgZxuR8LgcCzYtJdRr859UrkoQ0jeNqV8miBWxAnbkxVxSg7jrswuPfsBb76Le78erTDREr78Jh1+Ogx/OfJTaQHfKd+eGxW94bC3i/vB/GlZNwjqwBW1MH//BrlnxWUynkCRV60WT4tp68V3x0GHx8CFjXKrRHyTOgr8sHa14D91OJ8w2XenV0a84lDs9T0SFo9DLE+6+JvL7YIpU2w/M78aVxlnq+dv8r3wKTf/8IWN84cPpyFIlXqpUJb++JO/O9qakaZvu5wwWt0cpjjSwC7JZsAxiHPmoxe8cL1RVtiMl751ohgRWStMLpM2EPLIVN0yVdskL528hzhS/rQnXDId4H9kEa8y4o5zgVgZrQ/b4dDJOczbNBVW2UFncyUB0CjAToSNObwKLRUiykwlRfnfCAx+Z7L1QiTSqqgOzeCLw/F9KdzKb88X3Qrye2OwFqLf8WjPX5cD+f/e/A8X/YL1ipIy9hw2eocydcX38TwacfBr9+Law3LRiz/XnAzZvikoqK8OpvaYfuvzoHkEPSWjMVMIrHBXhWPdujLiWonbl1tcjPpkLykJHe6JDtyEusl47AZJZ2fGSRiusQrA2i8mMD4s/er30A8o8ui4sAim7gvT3zoxq2diDIrkE5OZpwe8yd9TCm++As2gUuM5iKb57nmqLE5Ko20YfSY4g5GutrwnJXoc6V8q0wxi7NY/kOr6+gDubM3G9fKDw8lRc61VfN0Ht7UbF7NjIjVWX7+QNrARtQZ771KwdQdx3GYbyAFzoBdB2G6/Fv4LnX/Na/0YuXn2jB5efp35H/H98wNilZ5gfGbpkbFqB8a9fYWuh9Z8A6OqLyvVjHw+HbeqWoFbJZDfP8UUitDwGD/YLNle3cDbNCRvEnciOfKtnNOwFs0t2MLHYoeG6cw5U2C4p+IKK+cMjvAhbg4O0if/delkiGbwLRUl4ZJFc92Imzc4C4pALB6jHBqiwdvRl3ugQgQ3VkXjsvz5kaheSeYjugyzsoDkFwCC06fNkx0RAGVgu1U6Q3mDyFFDpM3uoQsRQRMlHhd/rm5U6LB7OSX8QzQaHi2vQJ6A1eeP7P+dEtU/++MOmFiiO4UeQwh8jcxMXDDXkOmC3gHKTlqX5kL7Tbib+Lab/0ZgX8oRbo4yfh+aIFGLNdKNVGUTeCH7O8vRSZgZNnEKyfYuKOiQAAIABJREFUQdF3pxHpuRbPyw8CF7sBdwkwPDunbe1hMExybMT5FgW4G9eDedxhTzZFRUBRwYoKwYsLAJ8G5KnzADmNR2fPaC2FXsWh631QFItxP1TiRVzRJQCRyQkPe/t6oGsOVNIljlHCRG413nxLsOJzTwFwa0Bc3IjQ7/XNgAmwyRnwwQFxvkNpC5FjU7i6uXcL+Ph1GEPdIrIKrVsEgViokPeZldWLiy+mA9rN+HtOIFqu2gBT1WwQnO1DbveX1AIrDVBHOlrnMKG1xGTPluIYrBxAHbN6MtSL62e91L0v44lngJdefRrCZ02A+4cfgt9C20nL/eShHn7rEMr3JQ5zS2UL+/nKscDUbxTC6dhmsX7HembclTCa8kQ4HHO4Rb40/dchbYHGeuDQGhFUb4gwtZLD2WX5Dv67LeD5TmBsBKivR3DdBIo+lz1m3FA4ePgF6o8E249dbAuktMDoP3VAvcnAzl2bR+BF4dFmYCQqrDS2Q4d3XXwgl3Lk7FUQ3r86KzJL5BEnKJRLbKgTkKfzEsp5EZM0XEoYPMR2FfLQUlgro/BdktybGATfvg7sxPywcMozl8+ORXsA4+Q5J5pzpE417QexahOzNDFvE6AjLWCpYBXkEWfii43Z8cJ9dWxH0XPzc0ZJNQHlNeBFLvDTR+fA9Wy4P2ldc9MM62aHQuIz2UlidGY/TOIZrKiA0VYK806SUO7OnTBqFGjG+SUD06G1jf0XDxx3PZaCxKxnGTXVKPjDd6IAdWQahACi5LmenhA6zuA6pPMDKTkH6DyzteuFh1i9YkRFSaBvEHC5wKtcMKZvWd7uHe0L/j0J/sf91mfA4QLbsm0uH59SDDa6RUi64BAoWQPONBj9J6HKm0UKhFj/rr1AIBj1ORJKG2tqoE9ehFK8FvroeeFNp1QMXpCHwPAPwkeFuEpC7N70x3ieZrpQDpXFeqIzOaN2G9sCIQusKEAd6WiN3cJkz5Zou1cwoH4CPZ95FRT13fvyE2i5/PwcgI4F2EmMdz8B6iU6I3a3OWgB8rCo5R2CvIf3XIaxuSQqvE68CDx0AFwOClZv0uWU8tfFZQNfrLfX/7AHqrIBOGUxjRP5jlElwVS80PYVoPB30yN+StfMBKqFbjD3gEs6OJ8WUmHx1rGYnLN052PXWxkWGPqn1ci72wL+9vywWvVGIaSNm8N5u5ErorBgWa4Q4akir3I2tDWXVy1yoYtvCbmjjKWeKLx8rQ65vgV++YQlqySXEZSPllUSbN2dYMfPRZOPReTcJrQVgZxdHTD5mGD0jtQpdgxVhz3CqCgFhkYBjzvK25lsD/iBh2CsVlH43Pz9nvqz7TD9dyDnrwPJREnTBni+CgQNEb0g1nPphvBOsvGZzG1Itql8GHgrARHUjm0w+A2YU/FZx0Xe7552mIUBBJQzy8YlQaBazd8KZkowpenwpUSkZz9eCLxgX9eCgOpICqZFHnp+PuD1wiw3xTbKmht8Ygq43Rt9jvbuhzZ5AlJtI7QmCe5PzddYTnYOfH/8KKT+OWK7UN2Q3reQUHNXgq9bBW7qkK4NW2Rms5rjiULF0blXyGRJgxr0giHBxK6UtsII9MFo1GF4h8DadsEw78CUApAKa1H+4ficJfbvVC5/mz5Yc1s5gNqKRv7sj+Ol+SZ7tnT7uUIBdRcOHwZemPVAxwXULZfxvP8FpPJR24B66Q6X3fPSWWD6U2XCy0bMu6bsBWMOcGMKxsT1qLwzelHQG2SYvoicrNJmmKM9ApQmAqILmbn+KwfAfhThhXa5YOyqhdlaDdfXfriQrhZcV2h4l1cJkjWntAfM6UT+79lRGgs25APSYOLvDkF+s3ueVBZ5n1G9KuyRJHMIMqxBTURbEIgmT5XpMoGu7F4QJTO98EgThCVSpTQLeQuD6BbfA878PQk91Ol0R2sOek8BLiek5g0wzh2BTCDh5FyoasJc7dkBaA2J5h+P3IpC2dXrStw2yfqKXQ+xoZvNVUKjON5lWyj8HyND4HWl0CePg0K9jZ7ToqsQoE/HTsnqqLWdwOvzPdSsZR2C8vWkjOmUz641mtBWB1Dy5L3Pfw397tB6wxJjdClSUARUVYvLXQQTsJhHGCk2P11wAJydsQjCKv3ghgbFuQa4dh3BsgFIlfUw6mSYNaXzODfS2R/iHZGHnIJULrLQGQmRnVEkhtl73uIVmM2jF+HoWjDqEk2cwWBAXHSwAT9Q5o5KuaL+BUBfXwezpkAwgFOod8UvJs57D3mobe90Ortp11lKC6wkQN3b24CGhln+rEe/je5QlDJ6kfjZ0llvRQLqLgtNh8FyOh7q2LzpSJN+/OMfXzoL2z3bFlgCC4Ry2SjsjvL8iGiM8rxiSVzk5i3Q8m/PYwCXC5qhmvUCiBKRi+fzmctnmVvawK/fCK+S2GqNsiD0JoaCL/5sCVZvdRkb/k0eNMN3BWhtg8QL7inh2pIt2u540RagcN9QOKvoTHEJvVoq9KKv509B7jOjyK8oZxJ3boFTKkMagGHRk5yVuiLG7YWCYr6vTRCOUaEc1sVeAAiQUyPBGD4nwAa2tYD1DMDsuyzGWAwDeghQh/SKmewGuxadIy3Ca2P0ptOxLxFJ8TV1KPh88u+g6W8cEF5qAYSGRsLM5TQneawQ5B2PBWLpjB+uQ4zVq1rBHAVgx3vASj3AtBfmpqooXepQ/VBeL/cPARUlyP+juRzcBY27BJVjydwyHSI2TYlI/2SjEpr/TPSFcJ4b5oZK8HwFAc8tVH58cSlKvud2Q7rlDX+26fyZbEwsI/SZIa4ERqHmt29Zsm0XLlmREiFt8KEJy7tOIe5jQ2HyOroUoBL6DaYIMa1eg9//VlKN6ExtaLezLbAUFlguQH1hLssB/1yV+hIu+VqTcWel5tXKlh1XHKAm8Pzfml+dJSObNYOdQ53wPAy/2gpveTfq99i5ptn60ORCP/RiQxqcrLgEZq0bco8B6fhlmNuaYVRL4JQzpvkRSVBG8iJqoBFB2cq9NA0/5PodQB4RwcwsOJSO+jB+6XHgZxGek0N7hb6n+dRHkP/Ff7rnpiLZlHiFz0yh4BsWILDLg2WBSB1i8SIvVScFTCKMlbxvSXKWc8mCkfJRxIzN3jq36OmFWLAhqTDXVAFn3g/noQv95jcjtO63dsAotIjAiLFZhMon8FJTOG1QvQzHzYL4HmkihcorSMjsnWhhkfJidGmYKq1l+pv7wAamwKuKxH/JUxkupIM8uTojUB/Zh1K/C1I3McVr0JtdMAeiJZVC3tnIsHcCZakuBBa9uQvogH536DPDlLzMzpXiAiupAR/qgb6tFHwmRupxVhec2NahAObaYhR/3tKXzlYRoPrk9XnnjbS1jUAv5F5jjrE8lOLRuRdaf1fYe81UBWb3BZGTHXsJIAj1KutF5JTWBLh/NXnEFP1GmWXFCI6/Ad7WgrIns7vebNnN7ufBsMDKBNRW6u8zeClG/cnas2TPsrmrKwtQdx3GEz2fCRus6+WX0fg0EZEtjOU70oAPQsj3zXetqyAbVGfzo3Pv+5r56iPA4F3A0AGvZhEC7XkI+tQFEYLHp6fFCwvb2YHg2HtCDoXCVwMOC1CTBBUrroBx44jIsY7HhptqlUZdDTA5Ga6m760Hqy1DYFcJij79/VTNl+05kbiRdi7aNoEXc0hXJ8VLs7zuoZzyAC2bQR7ggehzQ3rsIlT5yKXUHucD+8AMFs6pzHXTRTIQi/DVCLKnTOdOgFprNOYDIOEFfxjomssRttiU14KZCnSvJZ2UDNgvJIx7IfMnlnKzsTRhyHdkX8RurQ6WwawtFKkz7OwtsPxiIBgQFwchea2FjB9bV2l8GFyf0z+OfR4ZfkzfS4ZbAy90ovg3ly/FINX6KIdaLmqA5CyL2vNU7cLPZ731xt1LYDt3IDj+XlTIu2AVJ2+xaxB6nQmzsgAlT1rkYNkq3t/eCvniSDjHWyqthZy3FtwpRga4CmPgFLh3zhsuGO/Hr0Kt2AWmMfD337e+NwhoDx2BVFYj1DPoklvKrwRm/OCriqA1crg/llgKLcyarrpgtCjw/P7iPPDZspHdz4NrgUSAesugK6tGOV25WK909HTiOltnqyR7ls1FrRhALcK6Kfs8okTpTZOXuuWzoBq2DnU2j4jdV65bQLCyurZDujsFKegRciNqsFqwrqJ9M4ziMQQdF6D05oulsMo6MFmBtkaFpKmQb3rBJ0bAmxvjEvgkWr9xYE+YiEz0u2kjtKop6HU+GHvXo/jXfpQzpiOmV6PBBa0+CO5kQv9avakCM17oBQPQ6oHyp7Kv7ZozBrAnErbA1Dd3AkdPCMmfdEJ5CaAy01hULvJymj/k9YVuvbCEc10XM4kD+6DdjQ8MktnReKhaAGrBAH68fzEzWHhbYsZ2EOFUaVq8CjN/fgimMSF4JUhu0Aj0Q83bDpw/bfFVVB0S5GlUpGEpuxELEfriQme53oRZXYSSJxdGwLVwIy28BYFAYkE3j8xGJjlckFo2io4WRIDXuRNa/ztREyAb64ErIv9Yq+VLkjdOlwKOvpIwoJbrtkL62TmApMvuEjhumBc9AJrr0Ak4zI1R+06XQUZ7NeAEJKMc2vDcBQFptQelk0mJ5GaeWw/ICvTKAHhTDTxPWnJldrEtcK8ssDIBdRcOP9GDz4RzqCOtl+xZdq28YgB1dpc919uD4KFeKtvZ/eaOBaa/cSisHUqzEh6ho1fFLTqFstFLCgwmdGtDuWKCBVwyIfkdMM5aeYbyhj3QysbBpwfnybNEMrwSeY8yWBAFqPljO2GslqHV69Dr9Hv6ckD51XJVG9y/ZTGPT37vw4Kt1jz3lsgZZ7VrYF4/BamsSTAH+wIWyZJNCpM7Z3opZ0KgIB5LceyYSQm1ZvVzoWuLCwdegoVGajovRvKJphZLHEa5xYI0Kn9tQsmt0JKoreY9LzzbsZ7sJVh2VJeRxFdsx0EUfu4nSYcM6d3T94M5OUfiGNItp0sBbgagFm5Kue6Frk1cgrAzImJGaCxXaoinqbzQfpeivu93d0A6dSuaibuuCUadlDJ9Yt7niyQfZ0nHEPCCucugVwBGjZp1z3Tk2IGPrAmHdVPkAPvRUQjuj7unIZU2wrhtcRBIRaSFbuVJUzGKNMhTKrg/IPKoDaUvipk+NAbtI6VWUVpVsnSD6b/4AExzEEZt9j3xsbYmrgDp2gjyX0oiz7YUB8buc0VZYMUA6ggnKvAcXoskoU72bAl3Y1GAure3F3/5l3+JI0eOYNWqVfjud78rpjo+Po4vfelL+IM/+ANUVVUt4fQz6zqWoMwmJcvMjnar3LMAAWtpWgcfHQAfH4GqrYmaJHM5Le3qh/fBqDGA8WkoU8UImhcF8zGxkwYr+4WHRhnPhznSP48RmTokr5RyamZOKqtlHbTyAMzWYmi1Eyh+/uKSGifEikoar3z4VlIG1ciJTLxykER/0mKKnfjeIQT4BZjaoA20l3Q3l79zkQtK2rNHb2Y8OOXpClmloDnnrcu4t+w1jGVQdrj3h7V3k44yK2FFYdoKbwjr8GoblaiwXLqIYCfOpmQeF3JDNW5o/ZbXbbm91CGQKsZu2Qm9ToNx8/2kAGf866sFmHZ4DkI3r4r/J/UAs/so6GKCNLEXwriealeJgMwsVYSnVtp6AHrpFHT3VE7n0YqQ6VkZucj1iRxkrU+wZgupOZQDfh1moQZ5jMf1Xkde1hDLNjF5+0t6Fk0+lsru9Ny/wwphDbOwH9oL7jBhegcB7yg4DwLlVXMEZtt3w3CNi98D+q1MVejMwT8DzT0Kz+9lTvqZapx0n8989QNQejhwqxfBD9Wg6FnbG56u7R6keisGUOfgpmQMqL/yla/gxRdfhN9vhZUdOHAAP/rRXIjn6dOn8dRTT+GVV17Bli1bcnDp1pRsD3XObo09sUVagELBncEWmLevWnmARCZTWAGmyTC0WzCHe8TfUFAK7pHAZqZh3OqGsaEEKm8WeqyJCknKKIE6C1C7XGA7t0GfuQRjex385RdRctjOBVvk9tnNl9ACwkOdBQbsJZxi5l137gmDWOokndB2uhwwGuSwty2yjZDuWr8BKFAtTebuCwnzzoVOd2s9tKFj8+SgspGHnKlRzF96DGbBJILjXSkJyoScVvEhBIMnwP0TcCn7YFx8V3xXSu8tPi1E2HPDRph5QZjOaZGrbRbpMNwc7qezmy+cqb2StSNSL3B9HimZIO9raxVNTUxBHzknzoC4uDo1OO/MCOK4sgGrTvt+6BV++FynUPUJi9BuqUsIUNOlLBsPwlBHRag3y/eI/OnY6BT6t7ZGAytZFWa4T/j76N4PTM0IfWo4OPT9jfdcdWLm64+ATeswut8B/8h+FH/Clpdc6jO2Evu3AXXmu5YRoP7Wt76FL3zhC1GjxgJqekig+zvf+Q66u7vhcmU3oT3zJUe3tAF1tixp95OLFhj/09WQndWQAwUwzvwcIa1Nmqu0eS+YboqXRfKOBGZeh5RXF9asptBHRWoCP/aOkBZyePaDvzP3I6w2HAR+/Bb44/sEiQtb04xguwLdvL4oGa5ctKM9p/vHAtPf3AN+9Fh2cotnzSKIuMaGcsNIMYCaPrtOx7akOeCCdIlksZxuyO4mSLeDC2bWDi2ebKE3KyJ3Olzo+yMBk/dyGI21tsPY7Ibf+xNIBZXz0lki5yAIyrAJRsG4uGCQ1DKoM+UwrhxPSq4G8vBXVovwf7IBa2iMsrnQ9A5eFOHvJGeoe7zQpy6BEVFX804Uf2JO23s5bJLpGJT3K6EU7OdWWDRxDPAiBtY7EuXNDU5bms+xOuUEpM2WVTDGLDZr5ilDsHJw2S9hQ4A6fG4L3XC+MYDAo6vjfpZJvo1k7Aj88+EB8LGBMNO9kK3cvAHMJ4NfPQf1rkeElAsP/Pi7MNpKRJqR++OJCcoy3Y90201+azsUfymMk2+AP74XesFkzqYVpLsmu172LWAD6sxtmhGgpvDuhoYG/Pqv/7rwPt+9e1eEfkd6qGlK3//+94WXmgD4pz/96cxnuYQtbUC9hMa1u84pC5A0DLp7RLga5Xj5YTHzEvs37z4N3rYG2ng0CQ6FfrMTV8QLIPf7wLw6mLNUaHkqWjXw+tsi90zv6QL/xcfg018VfaaSqckpw9iTeaAsQJ4a8/ibUKs7ga7EURgLMUouAWrWsQfBiehwzlT54sQwLas1wMkz2QlpjiExi5XWCkmRCRuXuYGgnl5Y+kI2JVRXcQkvKP+lTvg0K4ou1ffT1J9tB2Qn5KEgtPzbMHkAyvlp0VZ4XF31wJsWYCTPJWtaI0K3pVHdIoPcsBFM08OAmsKhgwOvCzBGRGnG9EVIa1YOiI40O8k8yTOlQg5NrL+1HahwQxs/AXWqVoBq4YWvaxDPY+XmQmzm9JsCtweaeRbu/yN1CHUmW5+oDeWBh+XkZlMdDGUI+V87hcBzj4bXFtmeLgL09TJ4QyUkvwo+MRolryZkLGtWw7x0Cqq8WaRMEAg36p0wmzxpRUdkc42xfU1962Go1/MFuSDfvhG8rjQpA/lSzsXuO3ctYAPqzPdmwYB6YGAAjz32GCikO1Qol5oAcyygfvbZZ4WHmkB1KL8686kuTUsbUC+NXe1ec9sC9MJo6hOQlQZwaRq8zAke9IscQyqqp0Ow3DqwFvzOdXB/ENAD4IEJ63n1w2AXhiE5i8G5BvPOefCPPoqA41RO5IvltvXt2d1LC0TqUBO5HgGApSzk/ZXeWZi2rAidHriT9rRIwxg1lSJnVeOX48pb0VqpDleDCSWPKKeXF+WnxX6ebHKxRGYhLyUBDK1kMPw9EtlH2rneaVvFqijVbhLfT+Yv7EZQOgLOkJR5mdpQ2HfoMpGid0hmLbJEslyTh1bkCU9KcaMAhL50jSRyb/XqsYzkCRe45CWvHvjNg1aOPYHRHTtgmP0wZ+5C9WwHhiaAgX7h5RXe6HUl4LoPMDXh8SeeDtbaAr3YB16oIhB8f9nCvEOG8X75EchDEqAZ0KU+8DW1KPycRcxJJfBLG6xIg0iG/wgmdnlbJ/jocLReeYzVQ2SA1IcmXxZ7LxdtFuHyRZ87seR7FDvAzPMbQcRvZnOluDhPdam07BO0B8wJC9iAOvNtWDCgppzplpYWHD16NEw4FguoqQ55pYmYjMonP/lJAaxzpdikZLmyE/Y87rUF6MWRQg6lui2AKw8Y6Yf7meiXf/Lo8XwVICKi2XBF6BKUAVVMn4+NATPTIsyz4P+5fq+XdM/G73uvCjW7B+7Z+PbA6Vlg+rM1YVIhkukJedrSa524FoFIk41B4iXC40o5lKIYOlhpCfjEVFpSSwQ6WUlJUgkiItzC8JDIWTWZV4TPhi674s1QeKjfex/6pnzxGRZ6v0MT4D2XwXZ1zNmAPMvD70Gt6ADrmwC/ciEjs8QSowmSqlEHeFVBVH53ZOfZjBiI7NehtgsCRqOxGHodYMj9cP926guOyRfbIUmVMJVJyDenw3mzqXLBBVldXgGgKjDKAuCqJoClUaGg6FPR0p8ZGTcHGvme3Qj2bo+YCRFcmooPEs8Pnymh0UxlFnCb0rgA1WQLvWICaN4An9Z1z8keZ55thL5ahvuL0bnxgc+SagalQnWAF7iEBj3toVbjE58fqawO5sgcE3zcLVFcUMrawA0/JLUEZqEX8AbANAVGfXEUgF/KLSV1DiY5hcIHq62HL/hTG0wvpcFXeN82oM58AxcMqGmoXbt2iTDvzs5OdHR0CGD99a9/Hc888wwIXP/1X/+1+G+oEJgmUJ2LxfZQ5+Ku2HPKNQuI2+3qVZQRh6D355DzGsGkPHCZQTILIN8yoN89IqZN3igJRdBWG5Cu3obsbAAxB/PgJBxoAdd0K0RwA0Phb+aOVnWu2dyeT/Yt4H3xgzBOzOUxpguoBWiQpyH582C6fCLlgYoIbyUypg0tCA6nzo90TDQIz7PwBM9+DtiUH7z3BlBeIQCsAMuryhKGX9Nc0hkr0noko0fF9I1YedJaCTT/GUBxggcm4XDtgFnghz7wvuBLoBBpIXMFFaxvbEHAmkKAg9IFi2yqtEWwPofBckh7eHYMyj0lwkQqkSRxyeTKFnoqpKoWSPnV0K+/AePRFgQcZ0QXyTx0E393CLh+AcxdC17qBr/yHpTe/PBcQ5ENAjwXu4WWMH2nkU61PnYJUutDgEMGl3ToU8fAVSfYhofh+aV/W+j0c7K+74WPgv3Lm2KPCXQaxaZg8uZT04KkUoTx994Oy8mFwrxJs5mvqV8SfelsGirwO4+CHzsG7GkXnwFKDaHPbCBgpUkttDh4O8xVDvG7SMR+Rk0etJIhFD9vncWlLkTCSIVSDvy+N2xAvdQGX8H924A6883LCFC/+eabIuw7neLxeER4eC7KZ9H8bUCdzi7adWwLAN6vfQB6jQL9cjQIJpIfx0yjIO1hBZVQznuBPQ9BHz8FqXUrdDYEduKCRWymrbdAQ+N66JsLEZROpgy/tG1vWyBbFiBCJXPA8qxRSTfkmx94KHxhRO0IoJKeO513AqQELNIpzvw9c2HBnTutJl1HQYRVpgtgpiRybcXLb2mL0PXFxW5gYytwZwC8oSyhhzed8cWaKw4BEsQ4JGVl+obg8DaLywF9W2l0uDh9ZkeqFhR+js490Ce74dAbBSO4tHEzuCSLEGHh8ZNkgPKM21rBGYfpt6TLZKV+0aHmyWwgSMHMi0DbBuj6DXh+JzFj99g/dICfex9KcQuM4F2irYbaIwMOp4huoJxwCvEOGhfmIgNUF+QNHYAsQdPOibxrRkB69Ua4f+3+Y1TWf+VDgMQFfwZFZxharxXSPUtsx2Q38O5xwe4tcshH3xUKErkgIZXqs0J51CSHF/SeEvtL+82D4+JyCLTPjZtgDt5KKp9FdlD9DeKyhfLI6ZLI3LpafG9QkdyrUfDt5YnomvjqGkinegX5aMEX50LbU9nBfv7gWcAG1JnveUaAmoYLhXSHZLPiTYGYvSmveufO2ReHzOe5ZC1tQL1kprU7vg8tQOHfoRKYnH3xd1ZCUTYBhgF++Zx4SeeyF3q1AWOmB0rRZkjn70AdtJhPLSTjgrZOh7kxf9kJae7DbbGXlMICY/9jD+SrM9bFzmxZiGxWiAWbmjqdO8FdznnEXyk3YRacUnoEtrWHgXNsO3oRTxa+nXKcBVSgUHAOH/Th02DEhzATTQ5F4JvCXbNRiCwNqgxcuw7e0hQm9cpG3+n0QbmsxDwdScjo8HQCTEfh71oEY5GF0mEiC32PARp4cBSqtFGQUvHKEvBjb4Ht7EBwzJK8kqvawCs88DyZHbuls7Z7Ucf/+QNgZ66LyAqKqAiOvDtPrxwsCGmCI+B914p82Lr+nuQPZ2KfwMEqsLXrrblTaDtdns2Ge/M11WDBPLCZGXGRHK/QpVuY+CyigohAqSwDrvYg8LF6FH9y+S5bKI3BVGeSXiZlYiu7zf1jARtQZ76XGQNqGpLCuilPmti8Y4E1hXhTCHgua1DTGmxAnfnhsVs+mBYgTzW/eQ28qRmG/7wwgmqsB3eqQnpLvHxQXnZNG5BfCHZnRACZSCIfUalzJ4zmPMxUnULlr9i5xw/maVreVU9/qmwubNe9P21m6Xme2wVOm8KnBTOwzBYcrr3AobJaPWtEYQ4XsGcb2PEL2WERT7RKytltXg8UFQD9d8Mhx1Q9FGVAYa9alQ+8/xIc5jbwoTswGz0oei46nHfi/zsA8/oxSCUNMIa6wyPSdxufjUhgDjeU4s3glU7ojhlo3uXTUc7qRmfYGYVGY2RChLsbWp8gJqNcXfJUhwpdsNLfKOXHXFu3bLnDGS4p3CzwkTVglVUwPKaVCjFbhOJFiRtc4mAmE4oBoUKebMolp7BuPjgwL7KD0g+E1jWRCE6MIfB4IYqfv7jYqabd3vuHu6AX+ZYt1DztidkVc8YCNqDOfCsWBagjhx0fH8c8MrgyAAAgAElEQVSZM2dEaDeRluVysUnJcnl37LmtJAt4v7wfer0EaSwotH1FONzqFpjleeDMAPcUwOx9G47xJihjniiiJfJYaVucKPzMD1fSku25rmALECGZxArFCz95ms2z6bHtEhijF+VQOPZCTRDKJV5ou9j6lPMt8nRnw0YX21/S9uRR7y/Jjr42Ad2ODuDCpez0l2DikeziAtz0jII311re8M6dMLVJ8Go3gjgNxdkMdvEu5IIaYU99UyFK/vN4uGfKo+a3LoBVNMG4cUToVwdqJ+GSd8G8fgpMdoI3rYWJEZQ9mZrkbEn36h51Tp8nJX+DSFUg2axUkRWsYz8Kn1s+j+xizBJ8+mFw1SGiGqhQvj/buAXMq8G8cSF8MRc5RlRExyxPAD1XGndCujIKXlUBbXTW413dhEAnlg1Q02+1WaRDm7kIY10Z9IB16bHqk3wxZrLb3mcWsAF15huaNUCdaAoks5Wr+dM0Z9tDnfnhsVvaFoi0QKT3T/ydXigYYG6qgqSWQeoZBOMFkI1KyzPYuQeBqqtwf/GWbUjbAstmAfKqBYdeX5gOdeceaEPH0s6VTrUYCgc1Jq6nBCCx/ag3CmFurYzyAKYaK9PnCwmJD3neEo0VCrdeKiZvAXiISbtBDttGEM5JARiFBpTxfGiNGpQ+F8wyBq3eB37jFJxjmyFdnwCvr4RRa0KbeTdK1mri5d1Afh6MC29AWX8AXvNNAcRVTmzJb9hgBID3t7eK73etvyv1UevYDtMjwf20FR6f64X0qumyhTSmQylM4qw53HDoG2F2R0c1UFi4w7EB5pFofXulaT/Ya+8KwjatWRffI0Rm6H/UMY9hfLltMvj3Vaj8mB0httx2z9XxVhqg7jrswuPfsKz53Gt+vNAZsmwXDrseBz169NvdePXphiU3+ZIDatKgfuWVV5Z8IZkOYAPqTC1nt7MtkNoCxC7KOvYhON4FV95BmC4/pD4d0s/OCkDtr795X+dz3XyXoX6P7QFIfVKWp4bwOmk6gqblmU7LS01guj97+bCRzOKCrGnkXUEKFnRESFQpLssDOqv7TnMN52QucD6ypxnc0GBOJbi4ivCkxe5CSEtXgIiOPfFD5BUX1Nv5wOQk8MheaLfjACuS47prsaA7hqqz4qWm+ZjOKUgDpiA6jMpzL+kEvzyrL76xFYaHiON0yD0c+kPV8NVfgnoHkC/7oORtBBuchKZeA9o3wSiYgvs3T4q53v1rBmfJI2C6CkO7Ac3fbYPomEMS+O0PCjK5tNIiOrbDkEZWzHc+rY0Y9ek3rPC5aBb/6W8S+d4pKBTFMRHDPdBXFpXaIJjm86qF5UxtCNw7CN6+AYGy03D//r0Hs8QXYOtSL89vUK6PsqIAdddhHMYLESA6ZN1evPxECy4/TwA78v+X1vpJATURir344osZz4C8093d3aBwcCIoy8ViA+pc3BV7TveLBYhVmdevgllqiBxreVCBfMMH9uZxkdOobZNQ/MnsgZX7xW72OpbGAqQvSyU4YZ05yu+Uj/dHD+ZwQdr2ELgiAZxnPec5FlCTFxXvnoHeIocBtGD4VmtgYgo8MCoYsIntm48NidBlrf+duAYSzMLqZsGizWemwBqaw5JXxHIdmDoS5WUnj5rK1ofDWsOdKi445fZwSDwxFBNBk3nqWNxxlUaS2HLAHDkPc2poXh1xcTDLXh6SDkt3h6kt2Yj1jgsmcgHuq2oRdFvSnGLNBOi1INimNvBRS+aL5hysn4HkLgfKa2BeOwOpqBZ6iwOsxAN5UBX5r5TfznQntMkTwOYtCE68DnlTJ9xPWQBq+IfbUf6h9FID0l0T1btfQIzvP/8C2OtvwdxeC0iquLiJDf2mc8ZcDmjV49DXlqH8qcQM6wux4VLX9X/+EPTRM+Dta+bl2NPY09/cBzYwBbPX4hKJLI7yg2DeQJjUTKRD1bVBGVBh1HtgDp1FsHIgZ1QuJv6kKifA/VLvqd1/cgusHEBtAeXP/jiOB7r3ZTzxDPDSq09D+KW7DsP1ww/BP+e+XpJjkBRQk570pz/96UUPTDJbWWP6JsM8DrzmfwFhz76YYWbufRtQL3p77Q5sCyS1wORf7RVgGj4/5HEHpCt3IR29CfMDW5H/X5c39O/2+1Wo23HvPQL2kbl3FghpstIMKM+WLndChUCY3pKfkTc33RWFSJr00UuWVrOnWQARIcmToAjgX9gsnqYKrXVI24VMT7xC69Oa9DDgESHYMMFIVntqBnrBkFh7unJiKdfscMHYXCIIqUIgS71saeImK5EAPLKeXN4GJimWnnZTo2DaJjAT6UkP7+Usqzf9m7krwVY1gpkGtK0lQgZLvukXDN3k+Zc1NwJjXZBq1iNQMEcSZXvtUu2U9ZxkpiL5BShdIDZFQt6wB8H8G/B8fmWl+Ijvix3tCdnJCVSjuwfMVQhztA/Q5iT0CFSjbxAYHIRUvxZcNaEXTIA3VYnLHHPfBrh/62x6Rl6GWnTJo613CcZ/myh0GQyeg0OsJEDd29uAhoZZ7Pfot9E9C6B7X34CLZefnwPQsQB7iey+LID6a1/7Gp599tnFL0GAaYqIfy4GUC/MvW+Tki1+K+webAssxAIUOkmlcPoxsFOXoXR7oT/eioLDaeTdLWSgJHVH3jyEGfWNqBDs4R9sQ/mHrfBOuzxYFqAX5UhvsVi9wxXlKV4pFqEcz5C+NoFvZaQo7M0NA8xCN/hDbfMAOQFK6cqYYCTm+7eCG35I72SHZIs9vG+ehz+ph3o2OiAYvDhPwit2L8ytDVCMOphn344LqIVHfsz6fpE274Xu6IEs10Fv9EAaH4c0poKfPAFn0S5Rx3QyGM4hBBzWZUQ2wDTJFBm+KznjhVyq8zz17wshFzWAa16hay5sGggK76zUsElcesjbOuGf/llW7LpU64jXbypATW0iL+ki+xCRJnfluc+iwyU4EIjtHJIPwTo/Sn8lt35/Qr/VNlnZcp6y3BlruQB1d4Qqob9i7hIqM0tEh3XHBdQtl/H8PEdsZqMlarUsgJryqL/73e9mZ+Z00xBrmEW4920PdXa2xe7FtkAqC0z+TSfkYQn81BkRomk8th75X/hpqmaLfu57fgfgKoS2QUHxJ34S1d/kS9shaW4YlS64P/GDRY9ld7ByLCAAdYw3l9U1IVh8K2vkY8thDfKqauVTMH234ZzZYIHDvsugl3mm5IHJRWCmImSNEnnBqa7kXAXTdwvMUQx29CoQjP+SQ2RKIvQ8jaKt1+fVSifkm2SFeEOF8J4nyl8n+SLjVrfwCJKetmDyjiyde2AUB8Ari8B/bn3PEFMzAXEua2BeHWpfKeSAC3xgCKitQnD8XWiNM+FeMgXVYYC1ox1mTTHcH4vOv03DdCuuiv9zH4ShDAG+CSjKOnCJ9q5LKD/QHoW0ujO16b0yCF0WELGm+4vJw9QFX4i7cl4+NUVVyKMOMFWBWemBkT8Os9wB7uEo/sTyXSina7+Bv8mDUrUdZR+MJlZLt71db2VbYGUCaoBA9DN4SZCP5ayHmsK1v/Od70SdEMqLfuyxx0CeZwLL8QrV+Y3f+A18+ctfFnWzVuIA6sUYzwbUWdsZuyPbAiktQNId6B8QId96RykKv92Xss1CK/j++AkEN5mUKQvXUSfYyYuQ3M3QG2W4vvZD+P70ozAlAxi7DT48BOXkqNAF1TtXo+DZ/7nQ4ez6K9gC00+XwSFvjMoNljZvRyAQzd6ba0uUyuqEDrw+/S5MYz7wlZ2VgFII5ZYBc+T2vOnHe/GPrJTKi5wIbIf6oIsJo06KC+CF1+62GaURnci+C7ngCJGdkXQWJOIguwKzqRSMFcIsU6FQpodhQmvk8BtH4OgBXKNbwH5+ygLbJRUIVvRbgNsMQnZUwHTLcH8qft54aM4UJutS9sG4+K4I35edDeHwZ+qL1dblJHDK9pkm4Cm5KsLpEpROoQ+fnruc6tgObfzYivNQp5vrPvP1R2DwfshmNXCrJ+pzR+HuJFllSGPWOXP2LUseOXmbbU9ztk/6/d1fIkDt6l2f1YX7G2ZJI7PUK+HA/9b8qkVQtggn62Kmk5KUzOPxzMt/3rJlC5555pmU+dVESka500RuljVt6nQBdZrufRtQL+b42G1tCyzMAt4/3AWzugLylRHo/cfAOh5G4XNvLqyTJLXNLW3gtZUwW0thKhqkMQP6WgWON6fAmATpX3+M4KHVMLe1QJ+6IMJKQ+CBQLXzH+dyT0NepqK/ne9lC/7H/TAr8xBcOwl9tYzSR63bfJvVO2tbuWwd0T478/eEQbUAcflXlm38hQ5E4d1ayS0BpAk4GwGLYdjhPgR++iik5nYETEvrVsqrg3pHDr/cS1sPgJkcxpnkRIAO3h4mM1vo/AQ43btfSJOlKunIaFEYuj7w/ryuRGg7b4DhGocxfM5iQZfdMALXICnlkEwPtKmTYKvqYFbIYKwYuHwZfMdW+PLegeNmEVyDLVGe7VCYOH0vESpnN/sATzkK/tAigfP+wUPgqlPIJUktO8EkGcbVk3N5s6Td7dltMUO7KxGs7AdrexglTz4Y3j4C1eCAVLsGmJ6AOTksbEMh95p8Seh2ryRbEJhmLjdKDs/pkyc701RffBZLdoPdngCvrQLnEzALOQKF1yEVrUL5E9lJp0j12aLn6QDq4e+tRvmvrqy89nTWbtfJzAIrE1B34fATPfhMiIQMC0sDzsxS81stWDaLQHJDQwPSJRpbtWqVAN7kqc5KSRdQRzK8zepNJxr/4x//eFamZndiW8C2QHILTH/jENhkAGbPGeDgIZhDp7KmQ63/+kcQfPcCzjU2Y3pkBK1lpSg7WAboEtRXTiHoHoDrvXEEPrwRclEj9A0qTNyFNFUEduIsjPZqoMQJXlwA3L4dJpghEAIZKPj8zzDzRw/DKJiGMuyE/N5N8L3boFdyFP7Oa2LhQ+/tRcXuB+Pl+X466zPPNkJSVkGeUmEWO8MST/dqjeSBjudZFiC5Zj2MVRz61CU4J9eJ3Gk6o+b5o2Fgp60zwlMXQPv9uUsr4Z32TkaRJ0WuU4Sosgrwt3+OEDM4kRTJBTUAU4SNeH8fsL4ZuNwjcq/nlQVIexFxE8kuxSustT0scRb7PERuFtK4pucidP29axBRBsYZKGVtQmcaTXWAQ4JRrsMsdcBbcAJ5/Q1wXC+OGjtyPOmhA+AXToP7JkSoOP03shBzdajQxVxsIRBp1OOB8E6H1j7zvzdBKm8GV6bBg37wwdtglXUiL32lhXrTmrx/egh+3xsZzT0ExqU1W6EVTQjW+bL9uRf6P/IPrSh7cvlA/r36TrXHTc8CKwZQCyz4WfxYLCuWV2vWSz37PGd1qHt7e4W3mTzPX/nKV3DgwIG4u3T69Gl84QtfEMD7ox/9aPa0qO0c6vQ+FXYt2wI5aoGpP9sOQ78DrG8DdBPyWAGKPv2vi56t2bENE5zhfa8f3r4+1O/ehc3FAHvnLNDcAPlNy2tHheST9GYnTHkQjnd0QRoT61WL9xJNbQm8cJVDfXvEaldSAbOtFryYI/+Pjix6HXYH98YClI5AYbsElARAUl2Q2ncCQQPcRZ4nE+AKGAe4HEwol7Ncsw+RPcUbjzyswfE5L7TwmBl5Iq8V587OA4cLnTNJVRFrt5Cs0tbMZxVPIu0VO5aQrTpzHWhrBYbmQCuvKrAkiyK0uENtaVzlrJXrzPe1QR+0wrahuKCUb4F0cwpmfRGMsUuQS1oh+RzQK4PgJSb05lJA88HRw6DcoC+DIIwiDcb0TUj1a8AHb4nLDHFJcSp+9AxdOoSI20Kh4pHrErnaG2phNpXD88s/W6h5V2x93598GNINn5BhIxtI69oRME6CFZaFtadXEoCj7wS//lZGgHr8z9cgWDUNsAAqfzU9D3e2Nj4dzzSNlW69bM3L7if3LbBiAHUOmnLBHmpaA3moyVNNhULC29vbo5Z25swZoT0dKllj+aYO4wHqRbj37ZDvHDyV9pQeGAuMf//DIq+RXzoCSS2D+/n5xC/k9WVcAlc4pL4gyn5xfn6r8csfAn5seblMpxPjLa3IcyjIqygCfvAGUFEBY18NHH9leY+nXvoQZINBujkDdB0VurZGkysq5zMWUNO/sXkDtJlzkJgTTr4d3JQB3YB8cwJ6kResohLe7WMo+0jyvMsHZoNX2EIppNfoOW3Nekc7tInEDLyqexvY+d5Fg9N0TUTnjxWXgTdUgh+dLzcXyoum/+oNsiApoyLJLihFu8Fu3gkzgac7Zjr1iBCM9dyJyomOArnpdKK4FkQER5cexH1ArOzY85AgvwoznasUdr0Hmvd8mClc3nIAWtEQzIoC6PkzcI1UAz99RxCw0eVJqG0kW3rSaVNo980C8OkJcaFmbCgTYeehwjr2ITjeFaVnnY4Z7oc605+uAWQOtDYiOPYe5I0HoUv9YS/oxP+7DVCdcD+9vJKJmdh2+lNlMFo8KQnJ4vUdYsumZ8uZxzz0PzfDGD2X9piJQHW6ueOZ2NVuk7sWsAF15nuTEaAmkrJ0ZbAIcJO3uqqqKvNZhlqGZbPoDzEu/gj3/0Lc+zagXvy22D3YFliMBSZf3CDCV6VtH4JWwVCx999Ed/TiZZbkQ9POo/Lj4+I2Xc1rAzt7bp7HwNzQAn4nOvSUdGrNrU1g/93K5TQ/8SF4O4eh5d2Foq6D+oOzUH2rYV44K6RMjPEeUY8AibHaCOemEnBKBKwcnk5II1OQr3GRc8p274XzpaVnLl+Mve22iS0w/WePhMOjKUfWKBgTZ1Mp2iz0j43gUBioUi9OaY/Ip81WkdvJS37MyjutagavryUmLRi+bnEemcMNNX8r+Kn354VshwA1zTuUQx2al8NzEPyY5bGmkHHmypu7OMjG5Gdzh6EZ4HnysoTMCw3x985bgHr4CPjm1WAnrgh5JuNkF8jzrU9eFYCZGKa1qVMwN6wFN8aRf2cjjNNvQ97QAbO322JmnvVuG1PXU0p2kclEaLzfA3i9gsE5qNwIt9M3FUJatS4loVk2TJ9rfcy80CkiOsSFQutBuH8tOpeegJpU2hz2WOfa/CPn4/2t9UB1FbTCPrifS87yHbuOe+H9zcaY0984APVuHrRVPhHlshJD9XP5TOX63GxAnfkOZQSoabhvfetb+NKXvgS/P7F+GIHp1157DURilqvFBtS5ujP2vB4EC4x/fTU8n7+F6c/WgFXVA7IM3ncdevUY4CgHKyyA+5no/C76wScZIJHT/J9aIB/pRSifMtJmxr/bA6N8DMp4HSQ/h28fg7/uGiR3DfJ+qsLsPy9CVilfNJJAifJXiWiMmH5DXr54e0FAWx5l4IYOOVgKdL0L1/t++H53B/iqIuT/XmpSpgdhj1fSGsf/dDUcWBsm7aKzgNXNwNiI0NKlMODAzNy+KkWtkK5NzJPKWciaReRD22ZwPikubhwle8FNb1LvOPVPudFSkIMHAoB/Bigvg3nmKIwNJfPOLV0IyHf8wkNN4eD0+TGPZ48McCHrzWZdwSR910qzUKp2CPKyUD65Wt4B5gWCEz8H23EQ/q0ByOMK+Ok3oDY/CmPwItS+vGj97tsSeGstzMBIQomxVPNnOw5Al3th1KgPbG7qxMu7wRQVZnk+PB+2+CVCJUTcJTfuynkvdeC5R8F//nPov74DwbG371twOfEnVXD/vhV16v3qY5D+x1GYj7TALx+9b9ec6nP8oD63AXXmO58xoKYhSRrrpZdewve///1wCDj9nfKrn3jiCSGblRXPdObri9uSQHRksUnJsmxguzvbAouwQOiFK5EXY+bPDwEBJvIbiYGbGLfloXzg9VkysIoKYGgI2NYO738oAScNncBd8OoqyP2APAjIPz0Nc/vahBq3NH2RA9i4ETxfDa/G4MPQp85GrY6YlF1DawWgDhUKIddqfCInM/9LyRmVF2Equ+kSWMD7tQ/AOHdEsGWbRf4orzSxaksu8hrPFQZPFOlXOlMiwirz7NvijBlrlHA0RDptE9Uh7zWlIoRYvyPr0bzVQKMgioKrAMhzgU1OiMsgKrwqH9wMIJO1LGbO2WzrLOmE1sBhKuOQhgwhiccDk1Yo+Qf/F+i1JnD0p5DaDwkOBOnCDeHRjiwO7zoRus469gggvtBCRGaBydfB21oeWDCdzGah7/ZQHbmlE+6P5x5RV+QaSFoP7Zug+c+kzfa90HNzr+rTfhC/Ane5oJdNA6UlcJ40oVwKQG/NQ0A7et+t+V7ZeqWMawPqzHdqUYA682Fzp6Xtoc6dvbBnYlsg0gIj/7gZmm9+Ltj4P+yHemIy7DHkxfmQZ1SwPj/Uqya4g4G99pYA1L6nV2F8hx9+lofV3w0A3dfEC7PSvBf6ag1avyWHE1uILZgpeYLsiDxfEorAGQc3x2Eak2C1tYL9lQoBGeX8NByF+8BPzOUFSls7YLoZtM1uFP1vr9qbu4IsIEK/MR7lJXZ49oMfi39ekrFyRy5bXvcQTHcBTHMY0sU7YPlF0CoG4mpJp2MuqbgO5uR8nelEbQlYK85NAvTFK5RvLRdugDxTAO5UE5JypTO35awjyNGmamFscQsSKcftUkByQileC338vLi0UIg8rdiJ4NoZyP5CGOdeh8iDZ26RX87HR6B0W+zofOfaOaKzNBdCnungxOtQ1h+Ajx1F1cd9abZ8sKoRiFOaH4beY32WVkJI8fQ390A3bsNfeTvt3ORc31UiBy363AmQbCBdTHu//hhgGjDkMThulSG4oxCa+y5Kf2HuojjX12TPb/EWsAF15ja0AfU//RNsD3XmB8huaVtgqSyQLB+M5Ez4nevgLY3QWh2QRkxIPidcbymQfngMmJwEdnfA96Qb1x414PQraPqOH7zrdbCCYhhbaqJIhGLXEJLEYZITzvFWsP45kkWjwQm9qA8oLbJevv0+KMEa8PffB8gDGFHYuo0w1jDoFUDx7xxfKlPZ/S6BBca/WgUzQg6JIhEkpSQcOk1Dijxn/3R6Id+qC/p6BTxoMVkLr7HaBv905izQ8oZO8IFbMEd7RF4qn+wDJ49skiJXtMAY6hb6utxvzYUpLkhVreCjfTB9lgQUhbPHenCXwMyL7pL0qM2pW1BvFAJ72mGoE5C1csHCzi+dAUlh6RXjAjBj2zaYpTr0MhkmRiFPK+Dn3oer8BGwOxNgb1nEYnQZFvCmDyToQiVQ2mutZW8nSh/Lba/roo2+iA4m/u/NgKcMRneX6GUlAOrxP84DXMVgFU05H6a+iK3BzHPrYbbUgh05g8KXRzD0L2tQ8YsLyx1fzPh223tvARtQZ74HSw6oKRx8YmICn/zkJzOf5RK2tD3US2hcu2vbAktkARGq5ukEL/MgUGeAKw7kXTDh+NE1yD+xyMWM//AYgi1BTO8BblQY2PBOEZz/9fuC0Tvo7hXkY1JZNcyR/mhARARL2npr5hWlUG7KgKoAMz7Ar8Eo8oJP3BYecJOPQeIlQrM3UTEfbgV3BGE0FqH4GVtWa4mOxJJ0O/G9Q8DIMIyBOQZnGkguaAaTCkT4vws7YVw5LkitRHgxAdSOhyEFZJGLTWCLlVbB9OQJoqbIQqA6Xog21SGAzApLgaICGNIE5AkFxs33o9tv6ARlNJjXTkFrcsI5WQPjzqyEVIxFlLX7EHTcgCzVg5+L72mPNWKshnUiIxMRGnl/Wc/1hPrZS7JBEZ1SyHfQewpQnIIBnC6zBFFg43rx+WUuFwKBo8CuDug1EiTdAX7rgrg0cboOwLx4HI6yPVaP12+DN9emTa4WCvUmz6tXeue+8WIuxZ5N/O1B0S2/fRGsfgPcH1sZlw/Cs06cCVI1wEwUPpc7857+xiFo0++h5EuZR0VM/8UHhYwlmC6+u4gDxAbUS/EJyO0+bUCd+f5kBKgpN/ru3btpjXr06FFBYGYD6rTMZVeyLWBbIE0LTL7YDslVB+9DMgqOBwCXBMe7Qcjv3IG5cx0CW2dglkkINjOM1igoP1EI19u3waQ8GOYdGLWyxS6eVwf54pjFmjwLpsWLeEUz5MJaQRBltBZD6tNhnv15GDiRXA5p5/I8BvbOaUtC5+F9gMyAk2fEvwW4KqkA39wCsCC0dcUo+sziNbfTNJFdLUsWEMB6qF94diMLhUirvvUi/SBUCEAbDcUwvVfAZWfYI53uVKSCSgE0AuYpmMacLjOTXHAFt8C4cUR4l7F2HQw+CtOchirXI+B/H3m+rfMAtfBc11QItnB2825UiDjNn7lqYMxYl1Dz1jbZBLPvctKpkx52wHHG8mifvTWPfTzddWerHgFr8/hxsLIycXFG+6H0F8NcnQ8eGCXdT/i9PwkPJ8Lgp1bB7LsGikhR1c3A5Ytga9en7aXm2zeKyxWpbR88Ty489zpba18J/RAwpfMbqLPO9nJKSi3WPhQeHf6cN2xCwQuzEnuL7XiR7YnUE+taoflOoOQ/Z6Z5PfF3h2DeOAmprAkodOd8bvsiTWY3T2ABG1BnfjQyAtQtLS3o7Z0Nb0pjbJLZyiVAbZOSpbFpdhXbAjlugZmvPwJOcjWtQTguKWCGAedxB7jsh7YhH0HzXeitZZhqbUfBJJD3Tq9FVlRVJBhbI4vwUJ19G5Q7Lb0XE+LmcIHvaoU0RHrZZ0Qz8jrLWkmYuEip3AoUF8K4cxZqwTYYZj8UfynMU3N61KzQDaOtHCgrRP4f2Z7qHD9e86Y3+LceOKWtMC7OeZnJg4vzpyFVN4IXu6Hr5zMiGCMQDWch2Kp6+PX3UPWJ5J4m4heQ73hFqDcVvrlN8A24XPuAvj5InlXhHFXK6TUcOmQvxN9CxGqMFYL13LQ8ygk0t1VPB+QRA7zEDS4HYeojkGdKhFSYyAf35MPQbgpALuoGCsIM6XH3V3VBKq0RzNryhj3gigSMDKUE7cnOity8BVrxuJgD5bmrN5zhiBFz9xpwNgNZXQuzcApMqYSZZyAw/YNwl668g3NzVr9Ds/UAACAASURBVF3iQkCkfOgB8MDchUaiOZAMmVZ8XYQEG00lNhlZGh/siVcOwv1U7nh405iyqEKAmljkBaHfxAh4c+M991RP/8UHwN/rEmeWBydR9FfT6S4nbj3iKPH731pRFx2LWrDdOMoCNqDO/EA8kIA60lx2yHfmh8duaVvgXlpg5quPAIN3Mf2rLVCHh+G8WQHHKRN6zQyCazTxsu9r9EEdd8J5YhDs2GWhOxsiE4ucu0vZB+PiuxDerSPRYFvavB16swxp0gW8Hu19IpBsProTRpEO3XsOzAxCLt4J/s4P4Kg6JCRX4hXK64xbSothOieQ97U5IH4vbWyPHW0ByuuX1Eo4sQHmlSOQ5GJIeQ3QxufvF+Uqo3IVdNckENQg8WLg0omoHGfy1AmPULF7waGvlItKoejUB4V7m5qV+yzJbjiVreA3LopwZtb2MAL+d4T3GsN9UL118zSoSac5ODZHqBdaNXmwTSOGF4C0sHtkcN+EyCEPlg+GvfDCY6/uFJdTcc/9zg6wa/3hsHAKjdenjkHpL0kvDz2mU759HSS5CpIui1x0Z8EhqBf9MM+esGwxmwtNoDdQcDHunEQY78VBsZ6FFkob0eq8kOs2waecSHkRstD+7fq5ZQGSbCRtZpL8kmdc0CZOibN/r/LAiTxRHjchTakiKgqeUqCpDkaNifwv/DRj42VDzzrjwe2G99QCNqDO3Pw2oLZJyTI/PXZL2wL30AIkb4TpaUz8r1XIvxrA5EYZ5a+qCNbPCAmQyTUuFPWVQj17RQAP0veN9UyHpu8MtoPNMEjvWJrXlGfNmppgvveW+Dff1wYm54OvqoB04jpAHoqBO8AHPwCtRQLnAei9P4ay6YPQ3QVwnZmCcfYIHK4dUczf6ZqLZHvMYj/8nou2bEm6RlumevSyScWRtxXylBPwzQBl5TAlH+SgE9zvFXnPAfMiKj9mabuGXlCHX1kDSSqGrLvFGTJLFJQ8mfnlyeDfV0FiDsjSKhjmXejB21BdLVDMauhSvxhbDVaBSzLUXh7lPSbJrhCIJGBK6Q+pCgFmR3CjAOQEJln9OhjqmAh3FiRr0kZwlUG6NQnpyhgwMw2tSReeXgK14fBx1QW+uTksQSfYxS9p4eGpLq9zw/D2QM7bCH4s/sWUvqkwKqTe4TkIXO4Wlx7Cu+xUYdTLYKoHZpUT5vVTYSK2yLVSu0RjJLMJ69gPXbqJQHkfuOm3vXqpDlCOPR/8XhVUaS1kvwRz8AbY6jXQ2d2EUQYUrk7RJJJUBXbigliNubVBREfcC1BNHnO1er/1G2VMges+oZ9O5zI4/sY9mVOObbE9nQVaYEUC6q7DcL24Ht2vPo2GiPV2HXbh8W9Yf3juNT9e6FygMRZYPSNAvWXLFnR1dcHj8SQcjjSqn3rqKZE/feDAgQVOa/mq2x7q5bO1PZJtgWxaYOJvHgMvKoTh0cAmGS5sC2Dbf1egrZpBsMmFkZIAGv/RDRgB+Pw/nDc0vcQrRbuBc2egeLaCnbkMPjZk1TuwT+Q8o+uo+CerawJvqYa2jkPpd0I63gvk5QHDQzA3VQmJHQECasth1ErgPdfg8NVAvsbDYeKin1mipHTsQF5so2IG2loJ7v8UrX2dTnu7ztJaYOQne+fJri13Pujg9zwwZ1nDI1dL8yAQn+c4CH79KhxYGwbTFKrtx1GoV2TRJJQDHWst4W3m22AW68IDH8k1QJ7pQLGl4awUbYYRuAnHXU/Y8+yoOGSFXTtcMDaXCBZuKhS1ERx4XYR7k7xVqFAfylSeRe6musRnKjKv22Vsn+dVp7ZmRwOM8ej8b+pLujYsPN4UDu6XTwgQFKidhMPRBly9Mg9U09qUawZ4JKt7WZ2QNJPy14XBU6yNKHea15bBp79hg+ml/bgtWe8hbWwilOMOB5iuw3D5E150TfxfmyGTFv07xyCtakSwaBCsYhX8rnPLEqEw80InmG5Cq/FDvW5al1t5bkjuKhgjN8G27ETh5zJXDlgyQ9sdrwgLrDxA3YuXn2jBZ/HtaEDddRiH8cKSg+jITc0IUBNYpjzqVIUIyT760Y/iyJEjaGiIvDdI1XL5ntuAevlsbY9kWyCbFiDAoG39KPIHGCYqJSgjCspfPQfvU2vgV46i+PJeOP/tNoxNxfD758LfQkRS/O5tyO4mSKwE/MixeZJXobmSd1oA5ocOgF84DclZJiSzJJ8H6JoLbWX790ObPCE0b4m5mV7s5d5JKMq6cOg3eZ75sQXI8WztgFY0ALO5CkXP2mRH2Tw/2eorl8Mjx//1I2AXLkF2VIL5HGCKAp31QeE1ME5aueDkaSZCI9LdDhUGD9jQSJhsjYi9oDjAp6cF6AyBcgGSS3aDHz0Gkq+S8sqE/rN04uocKd/23WCqDD46JroPsjOCKCykvy28ypyB9d0VHmzrYqoKYBrAJRFiG5nnTOABm9cD3AldugWWVww+3ifC20mXm+bJAgizsNOYFH7vc1uEchRZIN2ZDOefk46809wM9A9AylsVdUlCgByyYgH9mCL//+y9CXBc13km+p279AqgG/tGACS4gPu+byDlaHEcOVMZK36jVJxROZ6K37M9UUZ2mXE8qUycUZ6txJnEL06cl6fETuLEcmUSK3asxbJAyZK4iOK+EyQWYl+6AfR67z3n1X8uu4EGGlsTIAHyniqVaeLec879zrnE/c7//9+3pRFmWdxR9Z6rF+k+9jP4fBBqzQ7AioL3tdr7tDqZzjAZO7WhP98HJIegtiSkFkAqSyFe1Dzvhyojn6qCUlIFa4UXQuNQu91pr3jyYsfGdfJ9oXY/Iub3cQmdoecIgcVGqFtePAI6Pvr0P4+NUN8h2a8Bj37zCl5+5t7wz5wI9UzX7dVXX5WE+mtf+xo++9nPzvS2eb/OESWbd4idARwE7gkCPaeeQLhARVxRsezfLDBNwbn/EEf9bS/8P+yRH8lYvgyJyE+RikizngEoiTworcMQt6ZWMCbLnaTrItRgPVC7BJZ7BDhh12fqFYfIYQTinTuRtoP7YYY/gFFvyTRUSai7TOih4rQ4mVT8vhMFZ1t3zygdnObA6wpgbMpHwSdGxZTuCcDOIIseASILzEikFcdpX6bSVWf7cFrFLphdxyQJl7XD7kqoRlla0E/tUjPfKZcnfVBFegNi23oYnTaRJ1LNh/qmVAUn0kq10VKJe6DYThkn4bDNa2FGrwKr1tn14a5DsC6+KWtbzfwIlEvXM2rViWizqhUw1FZorAr8/Gh0nCzQlNMtUr1fDa7I8KdnO/ZDIJp+51N4kTCVoV1D/NBGVGz94WxhdK5fgAgM/X+PIV5wBoq/Cnoz/cNuIPCZiWUQ0j5rxX6whAocPQll005YSgcKnp2+ZOJuHjv6uc2yJIkOeJNlbWCuoozaf7b9IJLhnzpE+m5Adu7FoiLULS/iyBuP4Pn6vxiX8t2ClpY61NU14YjncXz90XHR63la55wI9Uxss0gFPKUETqnf3/72t+fpEe6uWydCfXf4OXc7CNwvBC7fegLunjz0FwkUJTnKX4vBbPDAUAHve73gl2wl7ZRHbMpTlxS52dujvsLyQ/+OxdX4Z6GoMzhk+ir/0A4IZSgdtXPl7QczkmkBJPrQEQFVptNScyt7wJvPwq1vyVD7zgUvsuMylnInlS8X8B7ye8Lf2iKttOhACa4SaC1WWgCMiDGlRs+kkQK+ejMurajke1W3LsMuLNUHXUd1nC5l62i5g8sDc50vI6V6ujEprZzXBmW6ORFq9YaZrvm2rcm8EIV5MtWW6pe95i5pKUaNhNqs+nzoIxWk0gaep07qvZ1xwDDGS5z6UTceAGLRdIRaRsfXr4PJb8LatQoiMoSSx3OvgZ8OA+fn9xYB8shmQ1GoZhCJ3tdkqQBbumaCIvnQ3+4DRmJgx6+CaW5ZR50s60XJx+3Shrlu0c+tk7oAPNGTrpG2XH3Q2hX5DtJ7nCzrdMj0XAP/EPZ3rwg1YtVpdOOrf5oT0k0vvoilzzyDuklqqO1O7Wj11ecWaA31bG2zqI76U5/6VE6AzfdNDqGeb4Sd/h0E5geB3neeAIuE8e2NxXhiUMeSN2+j61AFql43ZNRL62Iw2o7a4kn+oIxu6ZWNmbXS9PGdUtwuDcBKtEDx1IJZTJLosTXP0vZqTz2S3tNpJWNJzlWfrLUWB7fJ6B1ZEAkegzZcAOvmBbhIwThVm50jFKRWbDa47kq5NcehndseAASGvnMA5vW3Zeo0v2Zbv6VUuiltdUZN84CRr/YMrKSoP/luHL8O5s8HAoUw8m/P6F6tfDvM7pNySqnUcnfBYeBWM0R0eJRU3/G/JvLMlm8CA4N14U70m2yvlq2CgAFx/hjU6on+3NS/zFpp8c1I4Zv+HbGWeYFgAYxAHziGUfbx3Dx/Z4S3c9F9QWDkT/aAWV4kaxNQeoekoCVlOAT/WyZZHnphDfQuP6zBm7IEwapyz4sVmC08tleWItD7AK8PVtAPxHvAhA/ixGi2Rf4/mPcFM2fQBweBRUOox9ZIT0mogZYXn8Rn8I15T/3OKUI9G0JN104nYHY/t6JDqO8n+s7YDgK5ITDwo1+A0PsRKq3Ay1VxPH1LIOF2w9enwf9qBKyV0r1vA0vqwHQNwjCB7s4JxDZlqzN2FuTnqRWsADNcwI2btpo3EW8i1DsqwavzwMJcevFSlFqcGrUbopRuY6kFaEhH/rJZceXy1NajDTBXeRF4ZqK9US79Ofc8PAiQ76/arkCcPCoFjFLq3vSBTgrgtJfno5ECsTlwh8DPhIhrHqmMnxwZJQnGSkv6S4sT78gpKhv2pW25KCU7GbJJtLr6EMS19+Dy7gXiSZgFYYiyYoi2i2A1a2Fdnuh7nKr/nu7ZKVpuVlrAsuUYXO+Gv/kWSj/iCAVOh9ti/TmVSZAVnaLkQTdrYF1pmhD9DX91uSwVSFmyqWsPIfDx3CJt43Ea/rW8dCkEaRMIcwjKqs3gLgsmvwEYgK6shAj6IN4cFdwktf6C57Lbwy3WtXDmfW8RmJRQv//MnE4kvu3Fu+pvrIL3aEfP4pX48xgv5k2E+i/qX553gbKcCXU8Hp9WmGzXrl340pe+BI/Hc1fATX/znTx5zL4A3SHU06PrXOEgsFAQGPj+FqhdMSR31gIMaKoswPI4sKQ3Dphu+H8ShvLqyUkFxjKIM9Uzb2iA0TXxQ1t+oFOK65iaUPKj5kVeGL3HADMOUjJGzJhQB0210ZbWAWg+MEWD0s0hrtkWK+PHx/rVEArPEDebDGuZUl6RD98X5+ajbaGsqTOP+Ucg/I+HoLUqaQGj1IgzqWPOdXYkkqQVbU6/L9SPq+SQ1Byggye+oRbW4OUpo9ZEVkglXHRdg8bWA53tUghK1lEbtj82XcMCxUi6r2bYGSm7fg4jJU1wNQPKkk3pdHA5j8BhsIQF9HTa/U3WdA/Ylg0whk8Dq7fKGuyyX5qftN5ccXbumx8EKK3b8PXDiF+BP7IbRud7E0j18B9vhZXsBY+1y0mYa8qyCpnNdoYUlaaWOvySB19Dg2AFheBBtxTsI5FBq8oH9spr9ntQvARmZQyB37at+pzmIJALAouFUGc825QR6iYcebIZvzHOUisXbKa7JydCTTZYJDg2/0R5uunTz8fmx88sV94RJZsJrs41DgILDwFSVFaXPwbhjqK9rAh/4WrF77Utge+6Cdd1QHn91KT10GOfRkab1wYmWO6MvYYsfnC1GeZyFTzUIUm0/Mjxl0HXGtJq3eRZbZSFoOsbJpLr1RtlhJyfs4XMMuZw4ADM6HVoom5G4mRkQcTqV0GsLIXndx0hpIW3OxfujELfOwzXFRPWpckV5umjPZuaNaWbMu6WdlezafJAKuRHko/ufemZ2zQ6B1K9t9jt9HtIJFwPbgW6+mGVcoglRTCLhqHd1mF6u6VyNzvXLEkuKYuPbaJxA5SYB6ylX5JkdfuHYFQkZHRxbBtrqzXd85AomlFtgQcsJAbenncV5+nm4/z83iIQ/tPV8vBH63IB4RDg9sHyR2CEP8gg1+EXdwNGAom8myh7enZlAKE/rEHwi6OHNCkyne1JSQxPNnK8UxnMMgvataTMMKF6f0NpReALN+4tSM5oDxQCDwShbnkRTzZ8GvZRU/ao9XwsWk6Eej4mknOfBNxngG+kTh/opOLHTyA+QwdvJ0KdM/LOjQ4C9xyBvncPIFasI+5ieMs9jO3hWlT3WMj/bhji0oUJZJr8o1lhYVZCy3cvlwIv2ZpM+74QhdKwFsYaD2BZMs00JeKk1m6BahaCmwMwBy7LNFUMD02IRFO0mucZUM61gtUtvdOPTTBIaIxSyhEZyXoIwErroblqgHffh7WnDvz2Bfu+HXtg4Aryvtlxz/F3Blx8CNAhlNuzHeL8Sekl7TKWwrr+gYzwUsq0mbgBl7oqbaM1/gmprIE+3pPh2dm2kTK+sIy0BzX1S/XR7K3T6SEo6yOJK+koNR1ipSzsxIHNSFb2Qo+UwAoK2wubap4LNkMZ5GnyL8XLtjaAm72Axwu1T4d49w1pZ5QMZWafaPmroWjFEMenKZu4E5m2agoQWcVQtWGij/3i2wnOjHNBYOj/2QpVlAA3bmVmM+zYivxnR0slcrXPy0qgaf/5CoBkAnC5oVQthwj3I+G/JMUumd+HROIkVHctlAu3wVwF8j2TvujFvrsqC5rsOSg7jGq2SVWffO6d9mAisCgJ9QJZipwINal8P/roo/jVX/3VSR8jFArhpZdemncxMsqNb7j63CiBHk+wpwHaIdQLZCc603AQmAaB3nefQF+lhnMeC4U8iQ2dPhS8Ngyll1Kms9eAUvQYtbXpaHLqA578cq3Q5KmeKUItnjgEs8aC2hqFdismZ0hp37yCwTr/niQlVOOmJytlnba4bNeLjm3Krn3gH7wPtmkLLLUHynsziyAQoVbJ2/fcLZg1JviAXcuNDz+KmO8tFB6ZXSTE2WAPLwL9P9wB9UKr7dV8h5SyMIPBPgC34vZHuqICZjJrlHqukJNp4IVbwOOtE8h2agxpR3fqHPiGYojKUlieYRkRHNvcnoPpOmp1zR4YDar0skY0Bv2GAavtCsxVmrSvSzWpFO5dA5w/N6UImfTlbqgHL1UR9zY7Kd5ztfiLtJ/Q/1oOVl4DtSuRkRVBpQbJwg4Ufin3f4cjX31ElmHQ7xtFz5vwTtC7IN+VgBeiLADWEwaDDiO/DapvJRTDDbR0QRjRO4R6JbieBK8ugDrsnkCsI7+/D6I8CCt5I6slGEXaJ9Po6P/+BhR/7BymumaRLrEz7TEIOIQ69+2QE6EmoTEi07/zO78z5cjf+9738P3vfx/0v/PVshLqhqt4LktherY5OIR6vlbG6ddBYG4Q6PmnIFheDS5vXIqz7jiWWl4sC+moPRqFaLKTeqjRR4nqr4JyoTstPkYEWsTjMnJMad7GSnV66x7NA7fLtrqy9tWC9zZDKamHiA/Dpa+FCA8DpYEJKbAy+nbssqzfJrEz0XJLzmMqW66ZIMR8QXmZiIZAz2M1FMD7RSdiNhPsnGsAijhp1fuhXw4BoR4onmpJUIlYE5mm5goegkAESnMPeL9dDzpvbZw11fhxiKiohXUwCxkSm2IQ7dehs+VAyCbHZAFG0W8FxVBuj9je1DJzYzQiTQcECT6aWk6Ree1adFo1bxrbKOkHW7YWCfUiyj7m1KPO2z5YJB0P/r4XSvEKiKEQ1EuDmb7p2zeCB1QEPpmbdVr0Dw/DungCbnUjTH8YirtYqnmnf6cFyqDUrwHXE8CVZih1DRCJBDAUAu+0973c+94AWMMmJCLZfagjz66S2Rsi1GuLZe7YatvRlTbAKDMg/D7o0aD0Zy/6vcmjz4Mv7YYlelHyyzM7FF4kS+xMcwwCDqHOfTvMK6E+fvw4qN76zJkz0wqY5foIM41Qj6+bHjve008/nevwzn0OAg4C84yAJATBBvRtqMfr7i6cVwvwB+8Uwv3y0QkfyLIG86aWTqFmS1cBpPJNomCN+2B02vWU8jrPRsCjwRi5IEm2FEw6eRKssBhida2s9SRiDLcLhtmckbqa7ZEpUq2eGwRzucHWrQc/9rM5RYZSvSnt1rFGmVNYH4jO2k8EsWTH5JGygd9lcAUbpcWOjMCuWgEWZzDFZfn82kBxmpjeT0DU+k0wiyOIVw5C1cqg6qWID2XWbjPFA81VB3b+CpgrAO2qaaev03OtWQleyGG1npPRabV2B6zaUrjPAdqJTvAKF6zQtUmF0MSuTbDWlIB7kig+OLua8fuJmzP2/CJA70+qebT9ED1tgOaCVa2CsxEkKvqkF3ouqdDDn8iDVrLJtlwc1+h9EP48oL8XYrAbrLYBiEcgetozfveR8n0iftTxoZ7fbfBQ9O4Q6tyXeVpCfeXKFTQ2NoJSuHNt8+pD7dRQ57oszn0OAjkjQKf2hV+2U6DnsxGZpqbXHsLRhgJcEn54uAefPDYI9bVjaWuq1BxkDeZbo7WeVENtLVGkOBIG+4FV9fJSluSw9DDMntF6Tkmyh6uBoiK7O7+eFg2jP6eI92TPK3133z5v9793P7gSgnJtcNR2a+XarGrfk+Ln8mSolVOf7j99XV5Oli2qXou8Z3+K1ncZavc4NW3zuQ8Xc9+UoqmEOJjIA+voAu9plQr5KRLKNNf8R6VnACAJLhm4AL6yHmbyEty9FeBVlbC8IZh9o++pfL8UD1yuTbbHtLsMemIpeE8bxO71iCivQfc0gDEvTHTArWyHmypCXv8J0LgzIwI4dlpUT24siSNRG0LFLvugwWkOAikEKDqrxnVgIAxtKGCXRwQMmIlmGHWU5uHOKaNhbA01EWgqV0gp2NPY9HcIBCE62iZVpJfied7bWdO453IF6WBhqgj2XI7l9HV/EHAIde64T0uoqevu7m489dRToIhzLu3o0aPYuXNnLrfO4J7Zq3yP7dRJ+Z4BxM4lDgJZEOj+ey/Kf2V+STVZl0SVd8A3/wIuFit4iZfil80o9ny/F9apiREkqcDd4U2TWFLGNhtU6PlbpF1Pxgf0kmXgywIwu0+m/1qr2AVF+ICIAaar4OT49+776TTuRPRdWTNNAjDjW0pwiYTIyEeX1JHx7tkZWXiN70umiZMgTfKOsnh5Ndw/tNPsYr+1D8KMwOo7D7bvMVjFUQT+j+zWX87GfbgRoAMpb189tKFyJLWL0H2bofQPw2o+MwEYIrTClQRrH7jn0WpKWeVryiBqKpDM64MrUgwWTcDMs/e/mbwJbo3WQ6cm7x1eD9F3HfrQMrCScvACC8myYRiJy9Ddq6HF8qBeHIIWLYP42VtA4x4YnRPF1UjhPFnQgXhZe05Rxod7lz08Tx/+7mGInlawBB3q+GEO217kd2OXRenYWa3bdA+U1dsgvBbYjfYpD72UXQcQq2zNmoo9HQkefGkHCp/KLWU928qHvlYDtXwjuBYBG4qi4Ddy4w0Pz65aWE/qEOrc12NGhDrV/ec//3lQtHk2jYg0Eep5bWMk0h/95hW8/AwdF86sOYR6Zjg5VzkI3GsEwt87BOtCE9R1jRhYXYibJVH8JfPif950oewvf5RZyzZmcjJKzQTYuSvAihVpdWJJcMeJl7HVGzNsfagbIuUusRz84jlpUwXLtGuwy6vBKqsg+vqQLGhL22ilhqYItXK6DdbGSsCMQh3My4hIk/0KAoUQt0Zr32aDqedkHPHtxPDtZm4pkqnqZJdC3tTRI3vA4gIQJnjADVHsRd7n7Ii20x5OBPpfWi1To9X8eqhqLRRTAUZGJgiPKXXrkHDZgnpSvOuGOW298XhEqY90jWYOcEtxscJemLU+sPximP4+eK4VQMSjSHivSUKt+JeAR0ZrvIlQq/FSiJP2NwYR4ziOQ63eDCRjEIkI9M58aFYttGYBk7XKjJWx6v5E5q3lGrBsLWLmmw6hzmHtHpZb5AGV3gjrUqYVm1KwBKxyORLKpZx8qClKTboAY4UypVCZt0wenE7V6L1J6lcR/GL2ev/o//0ILD2E/N+y3SWGXlgD3lANrgkUffgnc7p0oa+WQ9PWQZw+DnbgIKxAFPG6fujdXhR91CHWcwr2PHXmEOrcgZ0VoaZhPvWpT+E73/kO6urq5H9TtV27duFLX/rSAvGrzj5Th1DnvnmcOx0E5hOB8D8+AuvST6GuPoS+zUG8HLyOLrENv/3GANiPfjTl0JLcRvNgGOegBpbZ1lZ87QQV7lRdMsYIJVGUWsR75cdNKhrtdu+EGBwEQgNgy5ZDBP0QiglhDUMkh+S1asl6WZup5tVAiesQV68CaxqkNZbothW6pep4QQBQNXv+I8NAZQV4kQ6z/R3oJTvAhgUQjYKXKvIS79dti5+xZFr+ReNO8FgXfH9uE/T43mBmijgR+M0NcH/NIdXzuU8Xet+hP6oBH2qHK3AYYFzaZGnuZWBcA5K2HZxSvASJopb0o8g0amUtrEsnJj24movnTtnQERk3C0eApTUwywEzYIEjAnYuU9177Jiaux7KhWa4I2tGI+r79sMoD8PVWghz5F0p/K3n7Ybrlg/qd4/BqB1JR6lpbEp3F/VLYSptSJR0zHvGzVxg5vRxfxEI/dvjEDDByEZrINMpQl26C2ZeCMVPzb5kgGqpYcZB/u3MFYQ6KCB0l3xYynjK1mgPJ8s6J03DHvnTxwDLgGVchyu2DrwAYKYBk3XAit2a87ItKgVz+fZA7RBgTIdV4oLI5zCtZgQ+N3tM7u9KP5yjO4Q693WfNaGmoT760Y/KFO7pVL5zn9b83jleoMwRJZtfvJ3eHQRyQSD80qOwzr8Ode0h9G0M4r2iEQRiRTj0730Qb2VGCLL17y5sBBJJ8IAL3OiHerYzq98z3Zsi1tIuq6ABRu8J6KW7ZLo3pYwTUabmSq4F+rplP+zAAUmquTEIK3TdnoJpp6gSuaa0cMVfAS1eBOH3gKvRrMIzdD3fH3lFBAAAIABJREFUXAetU52Q+ucqPWynqo5pFKmmlvj0Ybi/+dOJRDsLGPznt8P3P7J/lOWyNs49iweBnn8Iwj2yDGKgDzzWDqZ5IO7sU1K/1hM1QJ4HiXHiX3K/91RO0CmY6ycndW6rSgXabsJcHYBRGoUigjBxE8q1nqzDUQ21+3YBVL0OOHHH1337QfByC8JlQmu6DbG8FmbiJrQWC7p7E/RXmpH0t4AdOgijOo5k6C2pdI5AFaxqn7QEcpqDwHQIkI2WVaVDjxbDbLYVuTPeqYIlCP43uyQopQEyE7Gy4V/Lg16ydaIFJGlp7NmSUaqQimZT7XTSdQvB/5pddXv4b34OYngA0AAtHIB19t6IWo6tC6dSksnUx1NYR7/2IXBVQGA0kj7dOjg/nx8EHEKdO645Eep4PC7rqqeLUOc+rXt3pxOhvndYOyM5CMwGgZ5/pPSxKqhGED2bg/hGUQiHrCL83Jsm2GtvT6rUmx5D80ArXg/FypPq3al65Iw5uDwQO1fAinRk2mlpHrj8O8A9sYwaa1e4DqiukYJlJFKms1UwxFUwxW0T6HH11UTQYSamnStFCNN2Ral583zgzFmbvJdXj9aF33kAGe32+meUQs6WrYL7pYke2bNZD+faxYlA97ENcIXKoHREYN2aqCRMStlj/ZpTT6n666GcHo1az/fTq9seQbyuF9wdgyhfCsaTMK/9FJprCXRrOaAAhtImRaBSabdkj8WvHIfSsFPWiNNz0POQ/ZA1bEcP6dDAPbIJ7PW35YGX+LndiLntAzlK1TVXBFHyiw6Znu/1fZD6H/yXPVBMP0TLFYjksHw0EbcPXZkngMIjoyK+RKpnQqijv7MLar8PGI5MyKSS/R/cBmvwMvTgViBuwqpXEB95A2pDIwJPZ9fQGP7rAxAeBcogk5lU1NSIH74vT9QRmOv1if7ONvi+8r7sdviPt6ZTzseOM5Z4y7mt3AZR4AcbioAHfVJ002n3FgGHUOeOd06EejbDUf10S0uL9K1eiM0h1AtxVZw5OQhkIvCvHftgwIvDp7zwnlKg/OAVaWlFImHZmhQnu2ZJ32kitJT2rYjCCdFeqmtOlnZmdEGn/2qPB7zGBwX5QG8YaG9JW2FRZNqMXgeP9cLV6rcJ79JV4LX5MPvOTKitnmwtqdYblgA6emBVKVD04rQA2th7SOSM7L3Gi6rNZI+oSzbDaj8Nek73a21IPrMXjOpoFRXG8nz4/vu/zaQb55pFjkDfzw6Bt12Cm60F+vtgdU9dl0mPq+WvhnKpZ9a11LlCRR/TxsYg4ktV6AMcVvQarCGbFPuHGqHEFQjdDe4Pweo4LaPsHu8hmFp/WhxKfpTXbgcScfmM2vJ9MCsK4D3nBvvuvwMH98NiHUjkXUpP01EtznXFHu77SOODxQyI29dhJSZmUqjl62GURGGZHVBrd6Nk/9TkcOgv94JF4lDMINitdqjuOvm7R5QVgJt9ULQSGF1v2inhmhdWokOmeyv+MgS/MLF+OvxPh2GpIXhuFsP64E1ptyhrtWXN9S0EvzhRWHMuVzTyfKMsJ5Hv5Jo94Pkm8n4z8/f1yKeroHvW2b9jqfypoABWvRei/xZYoBi8xAWucZi9x6G4Awj+du5uQ3P5bA9yXw6hzn11pyXUr776qvSR/uVf/uV0RJqEycLhiYqb2abx0ksv4bnnnnMIde5r5NzpIPBQI9B95hDa8grx0zwVv9bMEfibQYj3R38xE+G0tI4MQReqidZLdsMc/MCODmseuNWNsiZNnLJrkslSS9RXw+h7L4MEU7q2ihIk+96Eq6MYYluDXRPd3SujwZQeDl2FMfyBjEirailYKAJepMma5rHCMnKgO/XZMp08fy2YxYCWdoj2mzNaV2XDVoibNyZNV5+sE6WoGmq8DLxISC9ulJZAbY1AHL2D3aP7YZYlYK5gGem+bP0uWHkJlHx48vrVGU3cuWhBIdD/00ZY3Wfgxmbwm6cBjqyR6bGTdvsPg184PurzTP7Vza1zbrNFqaum3gNjaymMQgOeax5Z68kMAcPVDa3FgKpWA0JDMpydmBCxsOrLoCWLYV1pgrLuIHg+5brqcF0Ig8VcE+rFHTK9oLbooprM4B8EodRvAYZDsG5n2rqlHkRsWA8jdn5GEerxDz/83V8EBAe4mf4RG4pD6RiSKv1kp2UUhxB4drJ074/AvP0zaKUbwCIMec8eBc3ZHV0NXuJFMvTmtBZYw3+2F8qIDv+R0RIr+dxFNbBWV0AM9YNrBlgiipJfypxH5A8Pg599C2znbogPTttaDLoH+X87Ip9n4Mcfg97PoY6o4C5AULm4YoH1xqBcvpH+PUrZJ8ztBncLmMYlsNo1jqvFPL4pi5JQNx2B54VVuPLyMxhV9mrCEc/j+DqA2YpV5wrvlIT6Bz/4gSTS1MrLy0Ge1B6PBw0NDTLqPNP2V3/1Vw6hnilYznUOAg4CaQTC/3gITCho25mP4pAB/yUdrn+5mTXNmaKwVkNBhoJvqiOX2CiFwJLcrrck0jyZeipFAHikSxJxvbIRwrL9qskWywpdy5q+LT2s43XgFa6MFPGxS0lzILXwmbbxquCMfKyrCqGEk+Cnp7c50er3gf34GPijmwDLAlQVyrGbwJCd+kfN2laI5NIo+LrqzChf+XrwUg+4i6H4Fx111pmu2UK/jtK/9Vg5tLYEtFsA9+vgvBPm8GVQijdpDTDdLYkpOzcaxaZoNV1DzVW4G+L49PtvVljoHuBDjUisGEEyKOBp18HCEei3Gaw8E2KgFapWLWurLWHPN9X0wBYIboLrESgltVB6LFk7TSnjiqcaTPEhOWhHytxDK8GqapAU56GUr0DBr9l/7zQHgVwQCP/pavDKYigj1oRyCsqUiLlO5kSmp5rL0Lf2gI0kJDlNVgxMKoBGat4Fz13C8ItPwmp7HcH/HsPInz0GJWJAhAfgf36idd74caN/eBhCcCTiR6ck35OltUf+5HGYUcomGYKWvwtCsyDyCiECI0hWuHBtWQR5pgdhxYcE41gRYijojkFv8UG92ZV2I5AZZ961gEuRmihgBqxiDqvQcMh1Lht3insWH6G2rZM/jW+OIdR3Z6ecK6RTEuqUoneq85Sf9GIn1I4oWa7bxbnPQeDeIRD5X4eRjH4AZcUOJGt0aEMGlAENnmMmxFuT14BZ2yon+ES7lK1y4kSoJ/ORHv9kMvXbrJI10mRPNVWj2mqxujarx23qPld05Yyj0tnGoho6s+sY9IpDwNG3oezaJ5XExWDvhMsp1Vt55zqQnw+jdFBG4JX8UqhsKXDyTuR58wYY0Q+k/RbWrpAiTdmaVr/XIR73btvP+0i9/7ocLJ6Eq90P5WKvTOlO1fCLrWszDlYmm4yMXJ+eOztMGl8sq4dVKWAWRKBd7ZcRKld7kfSnVtRSiBO2ABS2b4QRtvcwiYrpnj3SP5sXCvvvBjmMyKVJo+8kIMXXrHBEyOZ9pz0cA/R/fwOge6GiAPyUbUNFtfnJ6iS40TPnhJr6p3TuwMdnVl9MqddjCXHk/2oAEwIoLYTv9yZqKszlqoW/tQWB/zKa6UTzNgtjMHvPQKt4DJ01AkfzOTTVgm51IR8lKLHy4eYWVp3l8FyMAD1dUEwfmBoAmn4GlhcAtmyEEToFpXaFrLnmzBEzm6t1W2yEuuXFI3gDwKf/eUyEmqyUPwN8IxWxpgj2j59A/PnGuYIpaz9TEurjx4/j4MGD8kYi0ZT6nfqzE6Ge13VxOncQeKgRGPhdBndyI0RZAMaKAN7eCew7o8B9KQH9XGTKCC0RzWTykvTwJKEwijSTFZaa8MBkXVKwyOi883E+ByhTRFvVq5DsnvoDR56yd3gniIvlMgX6qEhW9csIOn1kUKOINqtbKrFhpfVgLi/Ud1vAltdLGy5x89boULt3wBh4FxT1NoJdMCsHwS1bPTxbUzY+guB/nFvP0lye27lnbhCgiJJnoB6aqASuNEOpXwOT9c6ITFO0WhsumOBlPd3MiDRTXaQI98uUcVL3xvmzGTXa6tq9MiJmujthRZplNDw5aJdo0LjcHJFK5Vnbhs0wkzehXclejqaWNsDqvSJvVYrqJ1VGnu45nJ87CIxHYOi7jwBDI1Bianq/Kuv3Ix5/e14I9WxWYOTrhyekd0f/z1UQbkDUVshU8HvZUq4DaiQfQhPglfS/9FICg6U+JIICPW6AawoKEwnU3uJQ25LQ2im1XAEfagMTOtSQ3/69p2uSVFvBobs6IKCDEQs9KPtYdj/ve4nR/RxrURHqlhdx5I1H8Hz9X2SkfLe8+CQarj43SqDHE+x5AnjaGmpS825qakqnftM8iFyTZdZMVL5feOEFPPXUU07K9zwtoNOtg8CDiMDQ3zeC3zgOZcVudG8NIsI11PSG4D7nhtaThHrbgnXmZ9CWHQLrJuEWHVbPVYioLVpCddXcH580/fpuMKPUb6Z4wRM9UJVKWGbrxLrpSQYgKy9+bPI0U6p7VgqqYd6aOs2a6r+TvmtyFIqkM1cBeKwfiq8c6unbECIJ+PNsxdg7mMgU8Pebgd5e4PA+GLebpPUXHQRIoRpxcgKpJoVk1VUKzsNAdS0C/2lmUZG7wde5d/4R6P4HLzyhFWlxMnfB4ay2WTQTt+cghIdBnD4JbF4Ldv7GBKEy5g1MKV5GgmNxjO5p2ldEjLX8DVC7zFEfafquJsXutQzi/NSHXhQFJH9tSZCpXloZgnJ7aII3cApNup55g/KZndrp+d9jD9sIZKdlViShi+UQV4+B1WxCTDt23wk1HU7T3k9ZedG6kEVXqpb5fq4TzY3a+DIS8tfG5m2IrtNIkRBXgm9gzY1fhDbYD9y6BaVyB8xiwNWSBGN+KP0xYMgAL0rC1G9NWlc+3bOG/+XnEfgPP5rusgf65/eKUCNekcYxvu/5nDBtevFFLH3mGdSNq6HOSqgbruK5+POYzxj1tIQ621N+5StfmbEHNUW1iZQ/9thjOQE23zc5Kt/zjbDTv4PA7BEY+P4W4Nxp8M0N4NXFEC4FDB5oAzoYt+D6QIP2s2Zoah3wmu2vzNatRVJcTQuMGWu1rIrbMuU7didN2oyDIsfTpXRTmjXrHABKi4Degcxa6IP7wZOdWWu3xz+5K3AA4kR2ZXJ5reYBIyuvOyQ4G3Ipz+ysqJLlVtFqaQMmuytoAHv/YlrQTC/bC9Y7CKMkAdHbLNPGE4NNYDv2IxnK9PZ2Fe6DOG5HBym6iJIqaU2klC6DERwCF/1QajegZM/8W7DMfgc5d0yHAEVk1OYe8EgPPNZWiMIALNE3IUpNZNswrkFzrZSCYJ68R4B4Eoa7A6qrDKylf4J/uhyb6qKpGXEoG/bJtNOs+9kVgO7bAqXfFltSNh5ApPYD6Z3N+29CWbYZzBIQkSGIUAdEYghq/U5E+VF41UZwPQ7Dugl3bFm6jpXSuhNL49A9DVAut6R9t+U7sWI/Cn7V2bPT7Q/n57khQNkf3thmMLcPUeWd+06o+/51NRTDi6KPLWyRycizq+S/I3rlAQhrWOqWKOX1EA31EIVeJCoBxbSghE1YhUC0UIXbDMFzxQ9lIA6t0wM+2Awsq4Xv86/PavHo30Jt2I/AM/bvu4e5LRpC3XQER/A8ZBb3TAj12BTweVrgnAg1qXxv2rQpnQ6ebW5EokOhkIxmL+TmEOqFvDrO3B5mBAafD4KvrIEi/LCWeKH1u9C63o28pEDJKRNK2IB2uwj6n4yeKPNH1ts2UUtXIemaXACMLKvIR5qINP3ZMjrAE4MZxJqItppXa/tYv2OT9qzN5YG1oXBC3Xa2a6cl1DNZ8MaD4N5+WG1XbOXUO41O9UXYrvWmiCErKJYfKJTuzo6+D6W8AbzbTnmlCDcqKyB8CozOJlir9QnRaVfwEMSJTOJBxDpR1CIjHomKPqiV21HyiENOZrJsC+2a9If/UBzs1DWQ0jbXo+mU1Um3e+E+sKQLiYidrUCEm78/kSzTIQ1JiQsxAh6/nd1ayF8PVa+VKamp/cZ27IVVoQJRWw2YhJ2oeTz7gZtX5QGAuqYRMSPzAMgbbgCLM1tgbd2dOASHVEUm710kooirp5zo9ELbiA/YfFICXVQvTG2mtc7zBcNMfbDna/zZ9Bv9/QOwLr2bdsaQ95JLBv3OcheA5eUh+ZEVMAtMGHlDEKobvmt+cN0F+DhcLVFYgSCMiiGU7nh1wtBtx7zwJXYDPa3QIxXgna1gtcuB7jaZZeZkrgCTEupX/no2SznttfHHPzntNVNd0HTEg8dJwjujPYtXKAq9EGuoJ3sYIsnkK01p31O1L3/5y6itrQWJmy2k5oiSLaTVcObiIDARgf5Xd8PoPgZvcjsQG0YscAVasAEDy9fiQmE39nbnwxVS4T7mhvsDA/iR/XEvHt8P8+abMuXb8oSyKnmPrXmWdc1aAxAKA329QHklRLkfECrYiJm22JpsjcjSysyPTqoYPvY+OVZv4K6EyYgIW3uXIh75sSQy4vplSaKJhAjE0+m4VJ9qGa3QYuVgRgIYMaGeHwAq6PnyJYke26yNlRm1qXpwB9jV9jRBT9uQxS7CWBKVgk9Uk5qoGHzoa84W8/sbeukA+Pm34Y6sgaguhzn8HgRDOqJLCtopAbDUczJXAJpvFczoVWjeeklW5UfwmKZuPIB47M1poSEfaRgm4mbmgRXzBKBWrYPlSyIRPwnNXQ8dNWAJC+b1t0FCeRT9G9vc7QGI+MT6aUorZ6cugg6cyLfX+WiedlmcC+YQgfA/HJJZFIVPvYfFRG7nEIJZdRX57NIMWz46EFaEDxzDsoRL3f4hGMsUWP4kuE+F2hWHwgog1CTgZmCDCfBgIUIrEgi5XFjSGUHpntfSc+h79wCsmyehu1ZDHXbLrBbn34TRJVoshDpjU02wzVqAKt93S6gpQl1RUYGuri4Eg8FZvVT36mInQn2vkHbGcRCYPQL9P9wJbcgP4dYQXu2GpUdgqD7k9XtR9IYJ/Twghrsgqgqg/t07wPYtMIZGLX0oPdowr0DR8wDNB5hRqC0WjLIQhJWAq7/8rkTCSHmbMXVGImdjBcRmj8SdOyi9vDCRJiBEbtx8g/z/lKKNc5eADasmRBkpTVftUJDsf3dCGjxFs5NLBtJTIvEndq4tI/qtV+4FawnJqD/fXCcFo9j6vTCs64AGh1TnvKD390aKolkXR4kvpUorhXVSvIuIqBYLIKnfkoctZKslMCIjxJQ2jf4QVKsU6OzKqIGmVG/e4M8akU4RYa92CLz5A6juSjui7C6DUFyyXp+xABRTAdcTMFknmO6Tdc9qA0XQIxDnT0ItX49Y/qitF6E4nlDL+v+znTL1nG3eKlXs6e+CX2y7v6A7oz9UCIR+8PNglgHL6gO3+mAm7br/il+1VemdlonAyNcPjir6TwbOjo0QOiXAaDD7T8iSFV5VAaM0BK7F4LlWCahJ8Np8iHgvEgUdKP3F7H7dDv6ZCDwYhBoARakbPg06SlkQPtQEM3lPf/azn81AnNS/yZd6OlEyUgKn/xwfaueVdRBwEMgVgb63DyPhvg6WVwtL5COserDkpgrPTyLQv3sW1joflECd9FxmB/cg2TV5CjIrr5YEmqy11Lx624ajsDSr9dRM5yujxlXW1MJkmgfu/F1TCpJNN55UL+eXwDQXsLReXi4UATNxfZTwxDuyqnUTYSFPXjUZgHV2Ij5SBGblalkjm6qdJrEzSoPTyjZDudANrGmAEfkgTb4piogV65CI3/86wemwc34+OQIpYaDUFbSuFOmlPaMnlgKWCREZBvPny5RpItNRvA2vuUtGd+hQx+XZCn72uF0vvfmgTAensgClbKmMKKcaZTVQtglTPNCv2uUKrsBhiJNH7ZprKmHQPVCXrgMv1GGVabCuNIGIPlu9HcxSIW7fkGJkRM6TntY0QXFdH31GOXbpBmg3+mFWGEBhCdDeZb8zS8sQ+Njsaiyd/eMgcDcISAVpqw1KwTJYg5chrDhc3s2yrnnob/elbQmH/9i2d6SskIc1akqEGucvTC5ySDohVQcg1B4wpRQi3AVWVAy1FzCWcCRXjEAfrIIVHIHSPoj83zp1N0v30N27KAn1AlmlGdVQf+9738PnPvc5WROdS/v2t7+doRKeSx/zdY8ToZ4vZJ1+HQTmDgFKAVejfoyscCOUl0B5jxfeszr0v3sHIpmA7tlg+yvv3wkrdg18eKI389jZUKq2uHkjLdZ1tzNNiXtl7UfzwDVUM2mqN9V7i1tXZzwFsrpC520Yy0xpCSZrp1ctgdKTAC9zwwiNRuizdSpTYM81Z0Sg6TpSV07wdyXB0W4zKAMxJBLH0yriJBJDLRWhpj9TlNoh1DNeugV54eDvezNEu1KTTEd47/yFWr9JEmq1djt4AcBZHOzcaJTYFTwAZmjp2urxDytLBIq64NI3AB0dUo2bot7K6RZZ8y/9sKtWgVfnQTHyYNYLmHoY7NQHMjot2i+B+QrBB1ugeldCC+kwNhTCUvsz1L3pWssVhrutFFqbAl4IiJEQrLaTUlzPrLEQ+IITpV6Qm/EBnVTPP9dA8ZZID2U+1A9rIDO7gh7bx/dC3L4OXVkL7rbAhkyY+g0Efvvhs3EaemEjlBt9oyVHdPBWfhicRWVGGJqOAy4P+OYyMFUDVB8UVmjrohzYBq7HkFjuArhA2e5/f0B31fw8lkOoc8d1RoSauieRMbK/ouj0bJrH45Ep3/S/C7E5hHohroozJweBTAT63mlE0luE1sKfojq2C135DPXXXfCcU6C09kufSvVHF+ybNm+A5ekBH7h9z2CkKLVYXgF2oyttZ5UanNKl5QfAHDaqEU+O2JE/sXUtFK1AKnKT/dX4etSxwxKZ5tFr0PWd4Ocy7bukkFnDJvALx6UNl+w7YoucjW2pCCT9nbbqoFRbdtIX53Bx73FX/S+thnZtELq+Hoa4JdP503v3lj/j4EXZdlDaaxE5RkkFrEuZtfjZpk6ez8xbAF7og2BRqd5P0W/V2wAllIB16wKs5RaYVgAuEnZ9/upDiIv34NI3QZw/JvcZqXwjPwh+/T3o/j0yqs0f2QLee420z2RTl6xDTDsF1VcHb89aaN8/gWTlYLrMgfa4scJC4ZHcggP3eGmc4R5QBPr+fQtKPvyBrKlONbdnLzj6oYklEB4dSEQAjUMZEjKCncokeZAj1z3/WA6FuaAqtdBGPGCDArhwBsJIwMXXQlw+K+GSBxNblkFU+eH7/E8w9I2tKPjMKUT+6BFwFgK70ALrF3YgUd0NXL+Jsqed932mr5JDqGeK1MTrZkyo6dZ4PI7GxkaQFdZM2s6dO2W695wpfVPh+eOwVdwyJtCEI57HQYJvM8mVd0TJZrJ6zjUOAgsLgY5Tq8Hdy2AID/538CQ2iFXYcLkY+W9cAfPXwf2n79A/UvakH9kHo336j/05e8LGfeBGP9SOO1/2qQPEogIgPr242azmcedkntKxqVFkmTefhVK1HKLcN6VKMxFqc/jcBN/PVD+Wf1AqPk/WKIJoFNxMp5Wn1JYdQj2rFVxwF498/bBUdKf1ZSXlaUEx8qAef/BirLQk4WWcw7ya3QpLfvRqHhn5ptRsYSaR8F6DS6MDm6MgMTJZeqB7oOzYi0jJGahqIbShfCARBy/1g0EHWm9BEXngehLxInu/58UeB7vZCd5yAUTwMRKHaL0Ca1MVjPIQdLES6kgetCsxgJswqxmYgLQEU9Qi8DLhHAItuB3oTIgQIIJN4ptKwgvVDMBgN6CxejDOYKld8NyohO+LtgDng9ZIz8FQW1HysRsSB0qJ12J5YCFASepgcR8Y/XodCkMkhoGqQhi1AoGns4sfDv19I5K+bqiu5dCvRpD37PQiiXOB6WIXnnMIde67YFaEmoahSPXBgwdnpPKd+7Sy3CnJNFHmO7Lo6UvuTs3NiVDP6So5nTkIzCsCPSf24ERNCd5Ovo5i1yY81lmHpeeicJ81oH1rjFKwxwNztTalnzOljCE5ajt1VxNv3APGNYi3crOQkjZWFBFuvzntNOh0XmxbP0GpO0WKKW07WyPFZjPWLCOA1FyFu4FzV8HWbpKn+tbIJbi8e2F9MPVBhNi6UgpJUaP02pjV5ESop121hX1B5KuPgJ+2yTGR6oT/kvwzHcCoLUNgReWwrr0v/y5lsUaRZ0rbnq7RdUqwQkaO3bcLpKhZKp2cbT+EZG0/kjG7nECOr5fBk1gBs9lW8aZ9apW55T5jqgfu2yVwxZdKGyy4fWmFcbFrE1BYDu1kB5iiSR9baqR4T7ZcqUYp64FPTl0WMd0zOT93ELjXCAy+tAOu9kL4n51oB0Vzif3mdnj/xLaYC321HIpSjoLn7Iju0NdXy5RowRPgARViZADB/zq1SNfQC2sgCjwQw31gS1bcN/uvvn+qgR6tBsitwjTBw21QipeB+QtQ8CuT/64K/1ENzE3LoMAL1xkXhDJ8z0h1am/0fL980Ql2OoQ69zd71oSahiKhshSxzn3oHO6Uqm1X8dzYCPVd+o05hDqHdXBucRC4Twj0vv0Y2ircGPYkcExP4JFoMVa/noDaB+inLDBDgN20U73N8tikad+k/s0ME/z0/f+wJlG0ZGmnFP9ib0+srcsGdcpnWymvh4iPpGvNxpKhsfeRcrcaKZQ10tSkkreaDyvRmbbLohpYcSLTimj82Ckfakl8iuphVftQ/LFz92k3OMPOBQLdf+9FfvP2DOsrtv2gFKiz98pozT2RUzaUgAiIaf2qKUKt1u+UUWypHr5qN/SbSIvikbWWUS9gKWEwocGwWuGOLYMYuC1Fx1J7TFSVIhE/ln5Uz0A9FG8Z4FYA3Qt03IY2XACjOArNLIP2o6vAhtVIDrwrszbM/K4MxXESUVP0YgS+4Kj+zsX+cfpYGAgMP62B3tu833rjriYU+b29MuODFZaDebzwfcU+SLufjWrQecT+N2Fsmy4zKvTeW5JFAAAgAElEQVTHNcCyzVBiHErPAPJ+M/th83w+G8297JcWj2aDQ6hz3w05EeqZDkep4Zs2bZrp5dNfl4VQt7z4JBquPof483eSwMcT7Gl6dQj19LA7VzgILCQEet57AsfqIjhj3UJQX4cPDXlRdVHA+4oJXDozrSAZPQvbdwA4c3bORMnuFh+qiWZGEvzc9IqkYwXQpP+0GIFqFUJ0tAEeLxIuOyqRalKtOboEvDgfyVATKFKNM1ehbNwJ02oBU1zQQj5YzdOX8qSEyxR/GRLVQxA87kSn73bxF8D9kecbIa6el1ZyMONQV26D4e9L11O7gocgTp+Q9lOpQxeq3afyAVIFZ6pbRp6naorqgSe8F8xUYIy8D+OJNVAMXap4q2sPAUJk1GSrS3chpo0Saerb626EdaEJavVmMG8eWF8CDD6Y3Fb+phR17eht8IYgOB9ConBi+QJZyCEcWhBEYQEsvTMFBwGJwMgniyWJ5lWeB0oZe/Cl3VCTbmitbkB4ILQR+L9wd4cO022Zvp8dQsm+e5NiPt1cZvtzh1DPFrHR6+eVUL/66qt46aWXZB31nLSZEurxUewpBncI9ZysjNOJg8A9Q6DnncdxfVkUcai4onix3PJgddhAcZMf6v/7r6Doszjzwdylc9+zJ5vhQI17YHTa9afmKi2dwk1EwTp/DMq6nWmlZam8HGd2Hez2jdKORQpC+VZKEbNUI6ExtDWD92dGAYg0qbwknQ7M1xeDswSs5cUwE80OmZ7hki30y0hVl1K7xbJ6WGZLhjBZau50EMMUtywTIEVuOsyR3s7+MknEyWprsiZTx7tMqLwKPH8YZn0Rkt6rcLX7oSWLkTDeg1Z3AOjrk3uUItpYvSkdmda966F1GdIfe3zTAhtg1figDihQTt+C6q8CT/SBVS9DQnwAtmID2OAIrNt2Cjg9B4/ffijVkxf6PnTmN/cIkNCXrq5A4VOZIpRjRwp/dbnUAKFyoAdR9Gzo7z4EpQdQuB9WCQkqhJD/ydzKs2a6Qv1vHQIfaFt0/tcOoZ7pCk+8LmdCTWnfn//856VQ2WQtlRpOxJrqru+6zZRQfwb4xsvPoG7MgOOFyMbO5emnn77rqTkdOAg4CNwbBHre/TDMwCD6vCGc9FbgdTaM/2yVYPebfriPhmBWxqG3qQsinXsCIuPqtqUFVmkRxDtj6r8ng9HlAVu/GZYnBKvvvLQaspZrkhwrw0zWlFKUeXzNqB7cAZw4JaOOcdhq427/4dGa2eIlMEq7oXUWZtiUUP98TTUUpUQqKlN6ebKsB1ixEknjPMqfjt2bBXdGmXcEyAvXar+QPpyZakCqfxbWMBTmzkilnuqeVDkB27lbioTF42/D4z4Idv2y9EfnHtsr2rpsR3UoOm34bsMVr5WCZrzjfIa1F0W7lbw6oLgYcfd1uJU14NdIPbwWnA3KaLVUFy+rlaTa1Z4ZQSevdTPeguAXF08q5rxvAmeABxaBlJr4ZCnS4e8eBtdiKHxq9JD1QQXDftYRGPwayj7uqH+PX2eHUOe+83Mi1EePHpW+0jP1pf7a176Gz372szOepUzj/vRr9vWPfhNXUuTYqaGeMYbOhQ4CDzIC7ZceQ2swhv+dfBvb3PuxyvCj7iaH3uqG1hmF2qEA5y9DDNp+1FSnnPrzXeFChHjPRggrCuV026xTxll5NUT3qJ2XJNSqlrYDyTa3lAiZOXBa+k4r+TXQ3MuR7HtTkmTefl1GDFMtFTlM/X9K1wUElP5h8OICqRiLW6PRaPKxVspq0qJTGXPQPVDX70Iy9o6t7L1hM0ylb1HVhN3Vej9EN4f+qAaoqQfr6YawDFkfPzYqTLXHqrsSihYEhA5L77Gts7Rwhg90NsioZl9RKmEZ58Hr65CIn5TiY/pNO7JNUW6WVware3INAW3FfnAPwM+/Lb3SwUzEq2/LTAlvbDNEcZH0RPfy7QApkPtti67xjaLfet4usJ5BWBurUfCffvQQrbLzqA4CDgIpBBa7Ivd8rKRDqHNHNSdCvWvXrhlbZ9HU5jNCDTgq37kvv3Ong8DiRKDz2HL0VTbguGsQ2xIRvOkJgjM3Pt6Sj7x3L4IVVMJ9xQfx2k/m5QGpjlnc7piRKvfdTkDZsBVmflRGpamlfK2NtVraXzdNpgNlSJZ1ZgxJRMidbMhOmO9cSZFDnLkErWgdjM5MYTJlwz5Y+iC42Q1rcz2Kn7j3wi53i6Fz//QIDD4flOnRRFiVdQcRTxyF5q6HHioAkjFgaBCqd408mBGFARg1ln2Nawm0dqSFxLKNJAlz7RqYaheM+Gjatg/7YV63szOoFMFKZK/DVtc1IpawFX09nWXQ27zgy4qQWBKWhNrH98IoiEExXdK3muq61ap1aaXw1JxSY6TswJRdB+D/rw+mDdH0K+5c4SCw+BAgEqyX70LxYw9+NP1+rI5DqHNHfdaEmqLSFRUVckQSHAsEAgiHw+jq6srwmyYVcLr2K1/5irTYuuuWts2insZZZ8nI9adBMe2Z+FCPnYtTQ33XK+N04CBwXxA42vHziChACe9Fi5KPHsUNi1v4xHENI9Ue+DsUuE/EoVxshbh19b7Mca4i42SrlfTZAkukBk7R8WRtZAKhlsRkSyPiI5miK+7IGvAOGwO1ZD1gRpHysU4B4yo/DHHsBMTOFWnLoTRo5Be8ZR/8v/nKfcHRGXT+EQi/uBtiqFdaYREhTdXJ08huzy6wG7ehd3ul8J1VzhErvS5F6Sh1m7ylp2rK+v0yzZsaXS+YaUeTk9thtdpWP0RyE/Gj0uOaUr/V8vXpiDVfVy+JM0W1fX3rwK40w9xKVly2aJnHsx+suxdWhTdrVFr2X3AYhnENQgxD92yU4moOoZ7/feWM8PAhEP7GagQ+Y1srznXr+Ycg4Ml3sqTmGtg7/S0mQj02m/nZV+JIaVOnoGk64oF0WybWmOXncw3hrAl1S0uLJM7Hjh1LK3hTHTVFrSkSXV5eLudIhHrnzp04fvx4+u/mevK59je+ntqpoc4VSec+B4H7i0D71Ucw6OrFgKcECbhRZiio7k1C7RNIVOoo+G6n9KTlZYXQ+nxgzV1Ae8u0qdqkuo2BgZyJOEWwk9HT0Io2Ak13H9Edq+xNiGsVu2B2ZSogp1dC9wCbVklxJ2pULzpWgMyVtx/w6kgOvgtl+UZgOATFKgA7dlkKuVGKebKqP90d85dBrVuHREMcwafmV8jl/u6mh3v0gd9lEgCqX7ZuHZMe4wmcBrfC8Gp3SO6dKLJa2oBYwI40UxRbuTC5HzUR5Dh/D4y5oesrIc6flKreseSbadVu6ocIbzJ+Kmsdt1jfAI1XgnUNQTl7C8rKjUgsH5Gp40wh9fAVknwrBUtgLgHU5uEJImlUx00iavY7sRvKsAarxo38//z6w73wztM7CMwDAoN/EJwXkbPp6sHn4VEeqi4XDaFueRFH3ngEzz9TB8iAK/DKWEvlpiM4gucnkOz5XMxZE2oizxSZJsGxse3P/uzP8PLLL+MHP/gBPB6P/BEJkQWDQfl3C7U5EeqFujLOvBwEpkeg5/gWXKsqh8YvyIsj+nLkG22o6y7D2eoK7P4XA9As9DSqSMZ11P5zB9QeH8SJKUiuywNznQ9irA2Q5gFzF0DPW5dRmz12hhnR6MadMnXa7dszN+JoB/fD6Jq5DQelaVO0T1pknbRttKhWGiagd3jBysohgn6Y6m2w4iooL59Mq6KzAwcgFA7BIzC77eghO/xh5H3q5ekXxLli0SIw9MIaCDUJc4kOdv6KjBDH8s/bKd0tyQxbLKpnjuJtSWZdrk1graPe0WMBIIIbL2uHV20EYpF0NJoIuYgOpvskATGKjGdrWv1exLRT8LQUQLkSkZeIrQ2IFo1azOmeBjDmlT8zEpfhia9PjzXVgrD1u+ZciKnn5M+hbLtD0hfti+BMPGcEIn/0CNhQBNbNC1ACJWCBYiRdF8G0Aik+SIe8pCI++NI+qTo+2xpmOvSjAz+ep8oMl+l8qHN+kIf4xkVDqDPWqAlHnmzGb6TFqO1SYJLimm3W8t0s/awJNQ1GhLqpqUlGockW68knn5RRa/qPCPSv//qvo6enByRGRo3Id13dWM3tu5ny3N7rEOq5xdPpzUHgXiNwqfVxDCsdeAM92KetARMK6sMcIU8+vINuCH8SwzpD0tDQ8H4SSnccSnMvtGFfVt9ntne/FPwiVWssWSJJhtIXA++8JcW/ZMp1N4e4djHro7Klq2AU9kEkhuAq3gOOYUCYUI1ARt21FBsbmdxqKNU5zcfinbAGJloGpa5R6tYBI+G07RXNPVFwDVQ/7dK3Ap3tYAWFUEZ8oxHzxn0wo5eAVSukmJtgQgqkWbHLYNwF5imFFbsJbFmLRGE7ip+anxS+e71fnPEyEQj/9Q5ooXzws8ehrtiCuPk2iPAmirqg6+vAWlsn1EdT9DpmNcGrN0K0XpqBbdZqaMMFSHo7wGOZ1mzZ1oMOgsxYs4xwUf00S1hQe3Tw94+CvNDNyhhi3lHBMZd3M9SwhpjLPgDKi30IbJgjMTR5fXQqDX2uP8p7/rnGSUd1XrKHCoHIc2vTJUX04GpRA6yhFlmSZK7Lg1vdAowMwQxGYQ5fTms00LWzff8kqa7eDASCCHzc0T+Y6422GAl105EjwPPPozENRgtaWupQV9eEI57H8fWx4tZzDdiY/nIi1GSX9Z3vfCet8k2p3aT8TVFq+tn4NluV73l83gldO4T6XqLtjOUgMPcIdJxcjnBZFYa0OJIJ+4O6nB1EsNuPizU6XJaC19xxHLQS0HgA/mEFS7oA7zUDamcYWitPR5FJAMwKchmZZTt3IDk4xqtZ9UD37wH6+sFbLtjEOpGfNdrN9h1Astf+ZS/JbmGxtKmiDw21nUsxM0orF6cmCqukIt1SjMwfhmARoKQK/IpteTW+KdsOSuJASsrqbQu8uxmpCHXqWv2aKv+YEjSTfXv7IGoqYartUE63QK88AGgMZvgS9BsaxIYGJJZ2I/C5c3O/aE6PCwaB4a/vlLZqemUjrOQNJIpapp3b2PrmaS+mFOvAYYgzx8HXlUuPa9qr9GE9WaODIKa7wWrWgmtJqG3DYGeaASMu/a8t96CMnqcaiZvxnlsyGk511p72IihqKbjVm3UcUvq2VpXAsvrm3P5t4M0nwIdvoeRJ5wBqJnvDuWbxIzD8tDbx91LVKojqcpjD70HL2yNV+VMlF0SI6UAsFzKdGoh0HsTKZSj6mF3a5LS5QeBeEWokStMTjn/0ozlO/g5hprsnJc1jhatzHGaGt+VEqFNp31RPTY0i02fOnJF/fuyxxyS5HtuIaH/qU5+a4ZTu7WVzQagp7bRsp/NS39uVc0ZzEBhF4PblA2gNcJjxd7DUOATR/yZQ0ggLKrjIh8caQVtwBD8TIbyhMKzESuxmCj50A/Cet6C2RKG0DAPxONDXLQW/1LU7EI9lpllTPbIyaKQVs4mEoOlnEz8mNmxFElekzRXbsR/JUJOsZaZ7MZiA2ppIK4QTueVFXggRB490QPEWg8f6wYdtj1wi5KKnPcMaKz2g7oHYUJMmDeTPq95QpdVVSphM9ddLwpxqRKp5rEuKkqn1myDiMWA4BvXcIFj9KiDfbx8SPH4Ynj/4d2ebPcAIDP/NR4BXX5E1+UAERlUCVqIzax0zkVyKGOfSqH4ZQoMROwXtwoi9r7cdBGehdK0//R2NoXltATISRVNZBfR2FeL0KTDNDWX1ZmnhxorqYFboMGI2qSZRMlInpxRuRXhgXWiSpF3wJLjVP6Gemu6h1FESNZvtR/1Uzz/y54dhlSZhsajzoZ/LRnHuWXQIjPxGpRQzHN+kpWPQCxYX4Ofs35GpQ2o60Cr8cmzWz5rSeZDv750smbl8f2c9oQfwhsVFqO8swB1h6vWTCI+ReNln8A28TPXW89hyItQ0H0rjfuGFFyR5pgj0R++cMJCy9yc+8QkpUEaN/Kq/9a1vpeuq5/FZZtz1fImS9f5wA0o/4kRzZrwQzoUOAnOAQP/r+5AM9mOkqBiDWiuWDFXAHD4JLX8zRKIPzF0BqC6EvFGMuIBW5sZNZsFkeSiDiv0jfpRfTkBrA9SbYSitCSC/ANw3AlHoA9wquFvAMtrSkVxmqDATN6ApSydEqMXBbWBH34c4sBkcA0iW9GQQEXdyI0RXO9TAMliRDjCPC6K+FlbsiqwzSzUevw3VuxbixORCYOqaPRDhfojBbvCNS8HDF6G1+MDWbspId6UxKaquBuuhtlgQq6sz7LFcYiPQeRtiWwPY+1cgkgnwj+yC70uOqvccbNEF28XIHz8CcfIo9IpDsIzrgOaSGQ500EK1j9J7/C4aHeZobVa6FMHaWAntWjR9OEQf3XGMZl6Q0jc6WmDUxGR0mnV0gp1th1K/EUntYsZ7RBEqow62aJraCOtKE6i22/JwiPPvgD7ahTn5/Kk2O6rMXR1m6H94IVS3jKzzO/oLVC/qNAeBBxmBbNHpbM9L77rh75MZKmSjF/xC96xhSRFqerf56jppwecQ6lnDOOUNkxHqom9NDBzczcgD/2Xf3dw+4V5S9P7xExOVvulCItR/Uf/yvAuU5Uyop0OC6quppVS/p7v+fv18LiLU92vuzrgOAg4CNgKt7zJorAzD5csQQy9KKC3bDEN1LUFHcRJVidWwBijl+iCaXUdRzDZjyB3An7MYlrJl+JX+BEounoV7YDlcZyzwY2N+edwRBGPeAFyezZk/y7YAjfugxAHuZjCjF2BWhSQxoegxibPo0SWwmu2MHurTqLeyRv4U7xJJPtT8ZWBqPozOccRap/7cUJasgOG+JT18ZWrtyaMZKd80LqWqU/2pjKgLNipwdqePbM/F/+NB+I7YB6NOezARiHztUbCbLRMs1Ohp1Y0HkEy+d1ekmrIycO5SmkAbKy0JZOqAZ3xpwliUyTNabVMhokPgDf7sHtUbKGJ92hZHa3Xj/2fvTYPjutIrwXPflplIIDOxJnaQAEGAq0CKJCiKJEiVNpdD416q2mPFVE9UOHqiasbu6WrLPcOeDvfE9CKHl67uLrvL0Y6wwuPpzVWe6bLaZansKglaKG6iKIoLQIIAsRD7mgBye8ud+G4iE5lYCCAJUkji3j8Ske++d+95N/O9c7/vO0cpawS8Xti3E57VazV+YL+Icj/qS/ncd8+ILBS19gj43KQQWNMaXoDv7/50rSHIzyUCWxaBDLJ89DAKvpNZdrReMp2cIAljWhVT9AjKKkI9969PIj6VSexo02qj4mZbFvAtMLDcJNSU+v0OXk1X+U5huVSw7PGB/NgIdXLIlB5OPtVblVhLQv34Fpc8s0TgSSIweuG4uNx4eQyBsItCVxjOH8Y8H4AfTQgML9j85DXBCneCFZ/FlKsAP8njOBpXsWvwCgo6W8B+8h4Mc3dKdIxqmuOlQ+LcFMl9mBgZKstgRm5Bza+FMubA9AyA1TfCZN1QjdKU4nbqBeMoWfmsrN5NhELT9sG5eUnUjmaQjcZnwRUVzLFTZJo+d2snYd/+ZGUv6lCjiD4mG5EZW5+COmyBz0xD9VaCfbRYl8r/9svwnNu6Dg1Pcm09rdcK/7NT4CP9cCZXFgojcTtWWQNbncpIzV4JD7KisqIDQnRMrN3ZcpEVkd744UZR2yw8oFtOIza/uqiQ23MG9vUPQVkYJJSW3lzKc+A+F+xABDFXh4hSUx21ff8K0JxQHadoOwvWiG7O3YsrRqspRTwWffS07/BvnoXp3BKkX9R/5xeDlddK0aSn9YvzlM9r9n/MX/bMITKsFFcg759/mjH7DZFq3Q27wUbgNzae7k0XpYwa1tMN3lCdItYU7WaBSqAgAP8vPR0iZRPvtaH47Po2BTd7KeYKoU73oAa+k2mZtZAC/lcCnCWfbTZgaed77ISaxMuofeMb33iM08j+1JJQZ4+d7CkR2GoIDFwIwOEzGKkog8lD0JkPXCuDi+sIzhTCNu9jLAAUm7WizlotPImrAQ9qLQU1dzmUTy7CmG+AMzoEfcyfqnMWAmL5GvBB5ot9xvzbjsGavgnmK04QV90NpbJBkIp0YTLRh7yiqbXshT37xapRQIouUwo3qYunNyIZlmcGjjWVoZpMhBpWHE7AlRKAoVpSIjG40wU+MypOQ5HxePWk+H+t4ADY1VswlMNgD4bgzCbq4Zz/7kXk/cZ/22q3WI5nkxCY/t0auOab4Yz3whlf3Uc6eTl25DQcZxw8PrJitJjqpDmiMKcvC59nfumy6GqUngXiFszodXAnBnXHPlFbSRFdysJAfFykSi+tzxb11DfnlhFvUgBXxmwwf5HQOKA074hyBa7hEvD4LJT6Q+C9t6BUNSOCS3Dpx+DcXNR1of7qvBeOV4ddo8H/9eyzMOa+exa4cR1KxQ7EPPegFNaAj3dBLT8Cs2hO1lFv0lqVp3lyCKxEple7esF/tLAhQi0s7/bC0ecR+F/vbXhSyWsRuWe1jcIaMr3Fd21cNXzDg3gCHYZunoQeYih5bvVyr8c1jFwh1I9r/o9y3ocSaqqDpjrpbBtFpy9duoQ//MM/lIQ6WxBlP4mARGBDCFD6dyx4AhrXRb+IriM/wqHF3LA8c4irNvLmpsHtMJi7HD2eq7jlPoDWqUoUDxgI3JkBJzmzvnkoD2zwjoSP80qNNe4VVlMo8sGcvwq2t0XULieJAqV6J6PGor/uFtZEcBtwOq4JopxU6V56fiPQBvZgNMOOJHkMRffi5tUMEiJSxI1GOM4QFKUCttUL1agAOrsFkSa7oaRSuEi9q1PBFEMcwy9dEHW06RsG/LWX4fmnMkK9ocWXQwdP/YsA3FO7oMwXID6z/he3RGbDaIZ6tohITxaDBSuEGJ4rLRtCv58vPM5ZsApxf69Y7+RVy+dnE2tbdy9L6SZyzqIsJWZE1+RuRWRzUOSaGkWv6XvgaAlhM1r/FB0n72sntPjf9FuSFAak7A7LMwJeX4PA19bv755+rvBvfwWcc5FBYu8pBDfHodYfA+/tgP8fj2DiB83Sai6Hvg9yqED4nzybKkdaigfpb5CQ5aM2pXI3Yt7bwufe/z9vTHNoKXmnumyrIAJrNnEetv8ICr+e2MiTLTsEJKHODjex/qLR6KqqGRRd3gx17q1GqB+XKFn2t0H2lAhIBDYbgWS0WtH84P5DmDWmMcET3rWkBB7TOPLC87jnvYKJvJfwn/gwfoE14dRYDAU9cbCRUegTQaiXH4Dfv7NseOmp4MkPiajGyxLp4cmWQahXmCSRAlsZh+qUgOuOiNxRc3nPCqst8UPt8S/2PLA7w84r+QGRGsVTJ1SaiVgkU2bpc0rdtUpnoNyYEASGlMGd8H0wdyUUvXjBNunUokc1RRL+xouImH8BKay02Svzyz/fzFvHoY3lgU3FwSJRWKOLns7rHZ3drIvMClHrfM8Sm0OUOWF751OlDUpBDdRPh0Ce62xnQ0r5XqzpoydERJvb0dQLsVADv3FT6ALAkydIM32nEI8Baete6AKMBYXYmVJcDbjywOen4TT4V7TJooi5Mh6H3d8pFPBNfgdObHzDdZxJUSQST3M6PoVSVAlUVMOqdmAbM9BiPhE9t/kQ/N/ZeARuvdjL4yQCjwuBjUacsxkH6TM4BktkvPhU+P+n9bnkrGjPVbcPMSOx6U0aBv5floQ6m3uS7CMJdfbobUtCnQ6XTPnOfvHInhKBXECAItailbRh2N2PUa0KB+YM2IoJ3VagOBZMTcO4J4oR1Q8bFqpND0zbQO2EDf+HUShDDOzBBHj3HRFtE81wwzlcBTvUCyyoCScJtSAZnibY5gPo8yUpm610vAz/KfA8ZIiNpaseCxEzd2VCFXUh+rZRvF3ze1JRQH6gHopaBM5DqXrYZGSRV5WAdfRDG1DARx6Iy/Bf+io8v/b/bvSS8vgcQGDm3x8CC0VhhGqgTNiITS3W66kl+2FPd6XW9ErToXVu19gJIbxAG/jlRCkErV+qXaY6/oymucX5iPwKErwQpUo/Rg8cBbszkBIhUz17wLrvwywdAYySjNKGpBUcnUdEuRcabTyxXfthmpdEGrnhPgzMRcH7OlOE3yng4kXe9w/X7xMd+pNTsLo+EsKCWkErWCgusj1oo8pu9iJeGII+W5QSJGP7T6Dw65uripsDy0oOMYcReBJEeiV4iFzH7M+A3fvW/M7MfbMY3I5l/DbRb4pVo4rnJLWnaQOY3l1qn3uyTgGSUGf/JV4XoT527FhWtlcy5Tv7GyN7SgQkApuLQP9FD3hRK2ZcIfxH3MYv6M+gatYDFroFxxwVhHtS60evZzd2xaYxYRTjmjKP1yb9KOxk0D8bhDqXn/Kddk40Q7OLwW/eQLxyIkNZ220fXjV1Lt27miy2rOGLYqIPUzxOR4JqooXq9/TKO/HCi7rDhLUvH4Z+GLBtWLxjWd0rnUftjQiBF2YbQgUcmhtaUbOw8+LHDqPg78ka6s1dhVvjbFP/zAMXjgBRQHk3sY7Y86cQn/oEepcGfmzXmlFrqoWkVEsiwmrMC1PpExZZPDy7smd6+tSPHFzmP60P5KVq/ImoOpODogelU1PGxdJGtf90/fT0cvE9ooj1jnrgfnfKrotswKxAGAiWwPSOofhvrZ9M0zlnv3sMTqRXfIeS16NNBf7cfnA1BssVgtI7LlLNn7aX+q2xYuUoHgcCVC9d8McJX/i5v1cJvmD3ttK1xHpf0ODY7LHQxhiv9otSKyfPXDFiTYRfK28FgweMM8QnPoHqq4M92SnKmWLO4ibe00SqNxvrlc6XTtwloc4e8TUJNflK/+qv/mrWV/je976HQCAga6izRlB2lAhIBDYTgQef1mCu8CAsZRBhQ0P14CxMs1PYbinePbB1GyPu+wjYzbCho9MbRuN8AYofaHANAcpwFEr/GHjQDz45Dj4+Jl5EKDpG4kTUnKEe8EhoxWGLyPTlT8BOnER8fBPu00wAACAASURBVLF+k1Jg49Nr17JS1Bm2BV5bBWt2ZVsjqhV1rBC4Mw8eHYTBjsBU7ywj1cm6a8VmwNxc4rwzE4KIsJd+Hvnf/NFmQi/PtUUQCP2HNqhXhsBD41D9e6AMRYDSooS3et4uoH8Edll0zZpJoQIerBIRJj2vBaxvMENJfqXpLt04Wk0RPNmXlMGt2dUJcMpei172SQjQV5Ii0lSvbfNx8KpicNVB4O9sXDmXas31vEMpNX4SNWPMDzP8GZi7APGK2YQX9uz+xHd/omvDqeRbZFnIYWwjBOZ/6wXgXg8Ub6XY1HXlPQde4BZENZlx9aThEM/Q5hbYRXEU/HLmszAZQTfie8GCpYmsmoXMFxoniSbGZxIq35JQZ3/nJKHOHruHEmrykna5XIIQZ9uIkMdiMWmblS2AX2K/LyPd5Eucrrz0NkEgmQKuuusxXJKHihkNzlwP3PwAWFQBj4bgFGmIOleEv+1ssBmMayiY6IPiroU2Z0EfyRek2h5LWHFRnTSbiEA1/bB2AI7mgI1OLrMNSkLMXH7wWKZyNymB89JimJGE2BjT3Musfigqp3VHoep1sAsmEVWvrnnXhBcwbFF3nRRsSnZKemNT5C39b2r+HtgNVQj8wttrnl8ekHsITP7kDIwODna3N0U+k7OglG/lfAcoA8MeX7RRe9gsKcJEtjXcZ6TSv1c7nh07mliLlD7texasdzSDhDNvWUakLHn8aucTqt2TLCMjRLyYV+9C3DcIVtEA/+vZCY/RNalumqLwipmfsvlibn/C87rAi5hzDapaDsYocpYHxdQf6Xq5t5rkiHMRASKoRrgRfHQIyt4DcG59kRAPbNwL5nbD9sdhz/Qse06ROJkTmVj296UYkH4CPefW+g2h45zZ/ozuImJdVYL873yA+TfbUuKE9NtgGHvA79xJWVlSR9rYi5eMCj0QEtkkr2pJqh++Kh9cDGKubCc8wxcz0soloc7+2/zYbbOyH1pmz/Zzbrzy3cTfXvp+J97+Zl3aAWTq/Qro4+WfLR+BFCXbrLsizyMRyF0Ehi82Y6qsAOO4gsa5l6BPxmE9uChEkrSqk4iXTCPmLYYR6ocdXVQ39UzuB5/rh8s5BLsj8aJONZ3uyd3AwATihy2RzurGMVE7LSw+ynekFLbXQozqUOOeQXA+Cx5NkG6KJKuuCjCmQumPQIEP5tB54OjhVVO/V7qOWtoEGB7YDx4uQkVWRL5vrB0tX2su8vOticDota9A741DHzDAP14StdXc0EtbYY5dXF+kiizgFnzShZJ89/VlHrZJFIjoWnVhIWaWtGt7KEIUgWKAuWM+dRitYScYgDIVgzofAL+8fJ2yo6fglKkway0Un8qeTKcINVl1xQpSNj1UIx2Lnk+Nye06Lay5lKJ6xINzKPvvR7bmjZejkggsIECEWi1qgnLhniDR/O6t5di0PQdz7PL6fgdWQHapMjhdj1K0RdPcYKoLzPAtI9TLTqW5YQSOg59PaDUoLUcRZ/cSG2/kErAvmKqhTvaVhPrhSz2lLQNIQr1Jvwq5Qajbz+Ec3sSbbQDaz8H9ynfxnXejiX+jF2+91oQ7b9C/0/9/fQhJUbL14SSPkgg8bQjQA0Xzt2KgYAz1fQ3AwG0YVr3wrtVqjiPmHwL0ALiig89+ASV/HxRLh6tXhT7qhz13C/ZEJ7Tdp2Hd+QB5xqvA5Dyi/stQ8nZAm/UJQk2759TImzp9N94InhV/j48k0tRSTXPDafZmpGcLcn7/JtQ9R+HcvZ6w2yquhlllZ9SXUuQMu5qhWB44XRdEhJv8fJMev0SUHTfAuxI2I0nCLiJuBeXgoWGwimZEtIso/8aTFUN52tbXVp/P2McvwuhXoPXEUhEg8Z5b1iIiU4qneM2Ub/FyW1wt6qapkQc72cilC4Wl4yBEvKpUoTBv2AdTH9H3ZKWmV5yCHWSpyHDyGCKuKi8GLi1maNB3i8dDUOr3wvSPwako2DQLHWGRNTIEp9INK9INxV8Os8yEFesWWSwe6zDYpAmGPMyVtMvvzlZf/Nt8fKIeOXgEynBcEGlWvRN8oGdFVEih39xprRmRXgtSKnVCVxf41Jgg8Gb+MHgstIysE+mGoovINkWkmeKCbleDd90Bn0tsMLNTpxZT03U3rN2a0BVJ11qQhHqtO7Ly5zJCnR1uYl0+zDYr+9M+3p4Urf6d3QtR6t638NqvAL/39jchYtZEuN95FdEE216zSUK9JkTyAInAU4mAINR5Tejx92LXdBvUO3eh3OyGuqcNEbMd/ODPoc93HgE0i7Qo8rb2jYfhul8J18VJmLsZnOgIlJJqQagp7dsZvCdss1zKc2tGpI2ZOkA3EM+7K/AVQkxEuoP1iPkSf6N0VvHZYHQZSWHHjovUtvSm7mgVZNjlPgI1bMDqXoyiJY9Tm9rg3EsIoRHhTv19XxswPQP4A4jE35ek4Klc9ZmTmvirNqi3BqBdn14mJEYv3NSskSurIkERZ2dPGRStGCyiCq9oZTq8oqp9+kmS6tzUnzaHMlpaxJv+bh+sSL0oG/6z4Ej4TlNLVxinjQCnsgR2cBZh5fymrt/0tNOE7Vw9UFogruPR28DvXBQ2XrxxN/L//k+2wcqRU8xlBCL/4AiUu1MpRwcizUmymj4v0kcgSzhKyab0bYomi+eGE1tRwEyvOAFr8qYg36KsKU2Rm2q0nWsLAoiHjwMqQ3xmMbuENpjZbBSO34AT6YfGauBc/FhoNMDnz4igZ+iPkG5C/UEgOp8osTpyENb8baljkOUClYQ6S+Byl1C/hu5vvQ3K+u596zU03XljkUAvJdhrYCMJdfaLR/aUCOQ6AgNXgugpHkXjzKvQ7z+ANsiBkmKY1RyxYqDbSPhA1w0vzLSkDQX38qF2j8JsUMCnH0CfK4fdd0WkfWujLuGHux411KXpcORHzUIziVrQo4dFtItfuwKlsgGsqAT2Z5mpuSTu5LgjGSnf1p4yqGqhECNjagDsi8waWLWqBaZ/HPpMiUj7pjpttfYw7L6rsJsqodu1sLQhmNHOTSUkub5OntbxD3/xMozOMbi/MNYkwWRvg8gSskwvs6W1ot4RUNasn14TR90N9swx8M8vpdLGzUY71S1ZRuHsLwZXDGi9duq7RqJEdmEY/m9eWPMyGz1g+jdroF5P+MuTYrhT4kGsegaMuaGN2lD7bPEyz55vQ/7/8tONnl4eLxF4YghE/uHzYB8syQgx3It2kGkjocg1yoJAzz3YTT4ornLKtcqwekweToTYtsdWrZmmz/mHH4Lt2A1+/474L2qCYNPz4D4v+McJck3RZ3P6KrROe8UxiWOqd8IsHAUrDsIsmV3ccCs8Lsg+bbgln3Ulv5hZn/3EgM7RC0lCnf2Ny8EIdTvOnQPeXIhAr0iom+7gjeibWE+MWhLq7BeP7CkRyHUEKEo9UXMIeXYJSnpNWP0XwJgLavUhkfLN3UEwMwxr9goUvQxwH4Z3VAX74jbi5RNwjZWnhMkIC2FpdTURXV7akkJkItV7bAYo9S9L9yarK9VVC+X2g7WthxastkzWDdUohT13G6y5FZFYgni73CeArptQGlpg8ntQlXIwuGE596EqtVDmbESNz6EZdUJQKR5J1FXrwVYUv7z5pCTX18rTOv6J9jMwrsfBri14NZMP9RIxMlLLhg04NxeJbjoe6p7nYHd9tmrt9HqwI+0A03U/VepApQq6d48QMEs2yvzA9DjsI1VQppVU/TeRXPOA77FlVsz+q8PAletiGBRdN309sJorYUTKYQ/chHZzDoRB1PpIiiGt52bLY544AuH/7Ti0UQW8596K0ej0Aa0UsVYOHEYsdmnD46YUbic2JcTERMSZiLSuAeXFsM1B8RnVQpN6N6qCiI8lSqAo40QZV8A7Et+7jPHt2I24cUt851Zyr0geq3jLYNeXofhriRIn2dZGIJcIteB/3/4rManFMuDkHDemrbU2MmsfkXOEuj3BplNkeb0R6qVCZOnQvP7662sjJY+QCEgEnjoEiFBHg68gqs+g/AGHczeRCq2VHkHYn5bqWtIGWwG8n90G4jHoeiNi0SvwuNpg31yMHBuFx6F3e2FbfavWn1JdKNo/AU6fhDm8KJhELwcx5Qu4nAOwby96aj4MdCF4VtsIxzUrajvJxodV7kLEeh8etQ2meg9WfLmHr9t9ErH4FXBnMeVbr20DTBPh/KuoOR556u61nNDqCIT++Hlod6MiO4JqkalRPfJSJfrHhWEydXypPZYg0IYufNR1ZS/s6x8mtANKR8QLOI2XiHgUl4ADLSj6WiIVfLNb6HcOgl1dEG06ehgcIfCqcvChfiASh3p7StRxFv4f05t9aXk+iUDWCER/7TSY4xIbuCsR0+SJRSSavvNpddSssBTwF4poMjXhU79AdtMHRBvFou8S14rkMUSMrdFrCYK8kGZuP1sBNZ8sJhWYQ4nnpzFYDBw6mNpkpt8hLVQo7PySYmQZQLQ9L/omRTypfpqcAwzPCdjabEbmFmkusPwimP5JlHztXtZ4boeOOUOoe9/CuZ+9gDcpVVloawHvpgKpj6atle193pKEOn3XAS99H50L9dH09z+of3tBjGxhyrKGOtt7L/tJBLY9AkSolaI29BjtqOAnkTd6H1rvLJTqFoSVdiFaZs1chJu1wlQfQPU0QbvVA8eZg6LkQxsCnMmEAjjZU/FLF0CE+aHKqJobWlGzeMlIb0QUWG2DSO2mXX2Nl4NPToFXFsKavLbiC4t4mVCvC9Xk9KYG98MsCQvRpNWaovph6AfATBXMNBEPxoH8fJScXCKStu1XydMPwPTbL0Ptmga7cQ+KqxiKp2bVNbeZaNAmEkWrLG0C1uzyKJIROLOiijfVMaeUxQ88L9S3nX31KPk7m/+yPP0vAzBiTamUeH54L3ihC1H3Dbge+KBjHxCJIuZ8IqPTm7k45LnWjcDs906g4FcTehnhv98CbTZvXZHo1S5AUWRWkA/ni6ti4xcsDscMrZjOTYRa9e+EPT+4Yl11+jVIl8Ge64PiKYOi+2CFuoTomJIXBFO84DwKe6oj41lHRJx9dAMw3FAOPQtu2uBXLyA9Yk4ZKhSxVvIaU9ld7OgJKBPz4LoLlmdEqICrtUfg/+VEHfdWaVvNnjZnCHXGDWzHude68a2kltYj8sJs18aWJNQrTqb9HF7r/lbKLqv9rbew45skRPZoOxEy5TvbpSP7SQRyHwGyzrK1eXQXDaA+fhrK9AA4n4PFydOyDPPFO1EwOw9r/gbIt1oxqmGMu8F+tlx4KF0gKWtkyB6kpBXKvXEokSJAY6KejB/btYyAU3TaqphaRqbp2ioJjDkQ4morNY9xBs6dhAo4Nba/FXZ+DCU/93gifFnjITs+EQTGL3wFan8U7H4f1BtTj5S6ve4B6+4MO6xkP7KI09x14DwOXLu15lgoBTvmvS0i1I4Xm76G09O9icjbewqFpR3LKwYPT8AYDIDvrEd85j1JqNd98+WBm4UAKXYnm17RBjYyu2o0mlK5sWcvYHNBSomkkvf0qsQ6WAXevCMVRRbPCpcfesEhOMq0INGwYoIA00ayFepck1RnM2+tvBU8OiayvoQ6+ZgD2ze9LAuMBD2ZtwDOxBB4OJT67WBHTyI+3Q5yszCbClD2t7ZWXXX/BY/YTKh97st31shFQp1t5nI2a/FhfXKCUGdErBdmk+E3TbsRTd8GZdKvx4c6HRBJqDd7ScnzSQRyB4HRi0dhuWcxUGRCZ8VwWSYCYRdgzWMkYCLmDKN2rhFO5C4mS8pROlsPY2Qe6hTVkyYEy1IvM4GjYHcG1iVIlt6PItPORCIt2+U6BnWyQKSRwmOA6wxO0ERsajkxVg+1wWJjyyJ7qqtM1KGSX2/Ev+D5uXBBUv9mfcNQSmpTCuAkTObs2QWrBgi2ylqz3Fm9mzvS0YtfhdLbCf0+hLjeUusr2sBZj9jeekdF6zc69zNxOKVq6pHdCZXehZb+vXjYOVOq+AdawAN5KH4xU/l+veNZ6biZfxmEes/K0DMgnQOyoVP3ngHvvQUjVA3u88P7jxJzkU0i8KQQSCfTdE0inmpISalpk18zL3AnCLRugzmaSKlWS/ZDOd+RMUyhpq0b4KNDgmSLFO+pT1K2VktFNB/HHJPR7qXZW+u9liDUvsJFgUXdDbWmCU6JkdJicPZWYysKlSV9ob9sUv2kCLU250nd1tF/eHi9t3jJcYt10kuzmZeJVW9AWyvLweSmbVa2k032W1pPLWuoHxVR2V8ikJsI0ENMLTyJ/rw7MI09uGzdw2llF2YYg98eQ56lwTfWg/GSYjgsjrr7TfBcAWKxKylv5+TMichqrn1wPs0k2mshk7IQ8pZB+2wS2o4zcHxhQOHixcg50byYakeprtTMhajCgiqy4wwhWX8qduF3uqCrO4GOz6EU1sEuT4iO5TlfgdP7MVh5M3jAB8YVmOgC/OWIBG7I2um1btZT/vnYXxyAMeqFPu7NUJUncmtVRKDcmNgUBChFM6ouekgLe7jP76wZjV7x4vSdeGY37Bov7DIVxW2LugSPOtj5330h4/vMjp6CNXsBnAFo+QrU0ByUEUVGpx8VaNl/QwiEf2UfFFcZnMiDVbU61iLA5PGs3QwnyDOR6fk58Gf3g4UdYZ8YZ9cBzZ0i1CSmSWR8S7eF5yFufi42wej7Gp9+HyRwSJtgtHkc2xHd0g4WfXfPoLZx837DNnq/cotQL8xuIai6/92oKAler7bWRrFZ6/iciFCvNYlH+VxGqB8FPdlXIpDbCCS9qB/4p4To2I8Qgkvx4ZjajNroJHxWMTQziv6AjaKID1X/zQAmZhFz3VhGqI3AKfDLy32fV0NILz8Dc/wClIaDKc9qUS92qQusrh4o8CXS8tqeS9mUUOoaqXOTaBlFGdRoALYxBnuyE0t9qYmkkH0IKY/zWlIr51BGFbCoA6s8BtM7JmqstZKWTU+Tze1VsX1HP3rlRSj3OuEarQE+uQQSC8P+fTDD12FYe9f0Vl8vcksJNW1GKZ3zKxLqpD/7w84ttAT2G7AKoih5dfNqJOf+9Ukw2wBXLICZqSgXvZjzIyfgvq0Bto3IrkkU/83FDYL14iCPkwhsFIHor51NiFpS+nXj3gTxfYRG4l/kM00E3IlMQA8cTkW0rcnr2QkTLt34fYTxbaQr/V4xXzGckYR2SDLVO/0cavMZxPhnKHt96woIXutpQMvOzdeDWA+WqxHqHW9sbpr8/d9JiF9uVms/58Y7ryYINWQN9WbBurHzSEK9Mbzk0RKBpwmBZJpVPHgSlqpgUC3EFX0Kp50YnOjn2BGqg2NOYbgsH167CHU/KAGzGeL805S9D+FB6t6sdyL1IF8PRgY/CKfcAPeaCe/phUY1YuxiRyJy0LgXdqkDxxwFGpvB6L0+ZiZUwMlD2lcHpnlEfXVyN15tagPmZoB8vxAbU6wCOIYC+/570Cpa4eQrwk8YXjdi/BrsHcWoaP1yHt7rwUke82QRGP1hEK7hQjgzw2BqARStEFrEv27l+fWMdimhJjVvp3PRkoc81jHYC1TWwTQvQSs4Dty4vqqVHAkQWdUctt/cVMu3yX/KhNigFe1Ned2qe9rgqKawpFP1CrDyRhT8D3++nmnLYyQCWSMw/V/OQP3RR5np2lQDffxIQvdjZNGVYq1yCRK9pE3YJ9WStc3pz7nHdW2RRRLrgq40guuOqJ1e2kj1267Jg13lRtS5siVqlx8XHhs9b24Sakr9fgevSpXvjd7uzT1eEurNxVOeTSKQKwjc7zoLZex9oeQNcxpGuBSR/GL8+8D7eI3VoDRWDNfYbTGdifIyTBhBHP5IB++6Cm6FoHufA1cjImolFL4/u5aKsFH02Ymubp1F6XP8ww/BTpxEfHx5epewECkJJrw2D7XB5PeFSmnyOizPJ+pZk97WSbEkVlSCiOcaSMHbsWegGH4oNc+Aha1NrS3NlXssx7lxBAShju+B3dkOV6hRbBJRFEvX6sFnZoEi34prdiNXokiS3RSAovnBmA/88kep7kmRMYpaq549UKYj4KEpOJODUPccBR8fAZ+fzqjntg9WAA07YJcomHd/sGkvyESoXe7TYmy2PiX0CohQR+2LcKutsG+3Qz34c/D/7R9vZPryWIlAVghQzbSwn7rWL7ykWfPBlADZRqLVSW9o8n9+3I0fbhTlSHrgKNQ516ZuzC0de/J3hZ6VazXSQIjhM8TqYrLUKQ2sXCHUmdpa30mzzFqYzCNoa621dlb7XKZ8/9mfQdZQZ7t8ZD+JQO4icL2nGYHhTjDFLfyYPewEYvmF+L7vp/hFvgtFY6PwhPfCLFJwu5ijKJ6H6muDUDsfgCEfyrVeMfmkSJFrfo8QciK1U3a9C/xAU8JnmoRRdh1afJEgJW/3EeDObUGa7bLosjo4ilLDVwR79BqU+j2CUMOagx6uBp+fFSSHBGjs2R6hqqo8exqx0HsgwRVHjUOpbIajheDwCPRo+abWlebuHZcjXw8CYz9qgCtUCavrI7jzXxC11LRBhA8SpJeUgu39JVlHuOilV2lugaOZqRIJpW4feJlfRNqc6INU9geJlakdpkg95/vqRAkDNbd2UvyX5+mpTS1+YD94ZRFKTqysbL+eua90zPxvvQDn2gcpv2uy3iHLLN3VDNUOwCn0oPBlSaizxVf2Wx8Cs3/888C77yY2Ue0YjOLnRCmCElXgfPapOInTUrZqTfWyq6TVR69vBGsfpR48BbK9VuYsobJNIoOUbcLdHLjTtamihquO5ujhDA/q5HEi0yT0acoVQ61qEZvP2q6TKHnuw7Unt02OyBVCvRVvx7Yk1FKUbCsuRTkmicCTRWDwxiFgbhzIC+BewQ0Uai9hQtOhRH+MhkgrJj3zKIwFMODphMcpQuVIJay77yEPJ8HG5oEr15Geukov/1pvHrTbtkjX5if3C8Jr1tui3lorOAB1gqWUjFNR6uqdiOfdzZg8O3IaZuQq9G41Ia5CtaxEICIzqeOIUMOcgr2zHLbVKyLYfH8T7DoPonbC4/rLVgx9sndUXm0zEBDCZKES2B3vw+05A/v6h8IXXbmwUBZw+qSo/ceC5dpGrpmsyQYUsNGp1As3+Uiv1FRvPVS9VggLrdWsPWVgjfvQXXQVrTs3pz5y5j+fARsYgWaVp7yyqX4amgu8cScsZVwMa6vZ8KyFlfw89xBIEur0kdPmrTmUIIOpbKWMA9wiqwOmBef+LcBwgdU2gvfd3XRyK9LMdxYBTIMT6YVmNmya5sJ67xZtzMXze5fpm1B/+i0R/9WrYM1eFsTa3O0G01xQqg6h5OQWF1xbLwiPeJwk1NkDuC0JdTpcMuU7+8Uje0oEchmBwdvPAzNd4IHd6PUD7zv38RI/iLoRO2Gl5Z9AeaQc/fpF7Aztgt4TBo/MQe+JgZkxqPdUsEMtiE8t2vRQeqg2SiJGjvDuZMeOpoSMxEuP4YcxVSki2fQCpBXtAxuJwi6KLyp500N/z3OArgkys1KjtFi7nKeUvdUdrYgan4N5ShCvnEX18c0hFLl8f+XYs0Ng/GenoI+rsG+2pwi1eBEtaoLaGYJVrwkRo402il7F0ZWqRXbjGODJQzSynCyLyHT+nlRE+mHXUoP7geISmL5phAPXNn0TafrfNMCZzEwhpahWzDcIMxhH5fGNY7FR7OTxEoGZ//wilD9PfFcog8mauPHQTS2l5TRsZRzqfD4cnwXHnBAlFvbcbfHdWlpqkS3CJAjoBDxgfYMic0pkoFTsgN3fmZ1q/wYGQtfm5KPt9sL2zkFRSoTi/nob6Y3EcA263gwn6EHx6fX3Xe81cu04Saizv2OSUMuU7+xXj+wpEchhBB50tsGe/ADzVS/j/8EHOKIfxtGQDvekjZh7EP2FE6gNH8KQbwblc164BgE2MQZ2Y2UxF+Glqx+D88UiwSbvXrvGzhQwC7Rl1IwmIaRjnYYSsC+6M15EaNedWtKjd2mdGNWCReLvQ687I18Icng9bpWhT3xwFtowF4SaFOLZF/1iPQpV+UFH1PVn1Y4cXBdBpnOTQr2Tz4GAH8KjamwI9tjy7x0p9kb5BWgVxxDxfP5YNpKm/vplqCMx8PlQYtr+AKLWBWiVxxCtcFDVLNNFs1oPstOGEJj50xeg/NdEJsdaomJEpuPmVRjKM3Bcs+BOBDw+mfEcEt/tq4nMKFFSkZb99LCBUQp33Pkcil4MphhQWQUwNAxWEoRz9zqUxoOrbgRvaMKrHEyRcOyoF3Z2JEDGHAZz/hMoeTtSG8zpXclGkqkuOAv14hSpTtZYq6VNYIVBhJ0ErvqONhSfWjsbZjPmsVXPIQl19ndGEmpJqLNfPbKnRCCHEaCU7/m8PHR4FHwQ/whfV+qR75TBF3WLd/iBfBU1MwzD3m5UhorgmsyHPXhL1JfaDxIp1elNCIZdurDs7yQqFp37WervFMVOJ93pHVZSZyXBJScyAJFSXtAKxx4B97nBvD44hoO4+YUQINOrT6P47ObWj+bw7ZVDfwQEpn7wPPiNhAWc4qmGensKeslhoP0SzN3Wus8sXn5r6oW1lMm6U9Hph52AXoB5dAZUE20r0/DM1MG8v7hJRRFpp9QHHgjAzp9F6XMb831f9+DTDhy9dAjMyYNi6rBdM+Dcgqn0o/qozATJBk/ZZ+MITP75Gbg+SZRJkIf0aoJiwkJOvQ7N9ywU04VY/NNlKdCUKeVSD2UQX2FPNzm4ZlSZH94rxPkySKvhh+45DGXehDN4D0pxBbjPD97T8VhSy+narCgI03U/Y5NA/H3Bc3o9CGu7T8MZHxAZKKSNYBVGwfwlKPrK9o1US0K9npWz8jGSUEtCnf3qkT0lAjmMwN3u5zHMzuOG+xBmwbEfPtTHVXhjQL/rKvqNZhQ6XvitL1AV3QvPMGD2tcPjahPRu2WEOtAGFoqD+zQwRxM76NSWEmpjoGjdqdAVCgAAIABJREFU0QBxgiWRParhVILNInoXibVDdzfBdoZR9ovy5T6Hl+OWGfrg5wdg9AHqjX4wowBOaAAkuMcnRmCoexELJzxw12rCvmb2QkoEKP14xVcNVtEArttglgbMTgubN1O9Bys+IA5VPGVQA7ugj2iw7nwAUbvc/Axi0Ytf2ubR4PUDqDyYSSbWwkF+LhHYLARm/9Vhod3xsJZU1V56DEVmRcp3fAyauw6sd1SkaJMOCPfmg7sV8GuXBaGmkiLEwgnrRVVLnYpsr5yWulSEd615iSi4WgCVrBs7rokabmrkUJFsKSJP3/nSWlEOtVajjTqrRhVp7KRPshlNqz8BMBVcU+B/fftGqSWhzn41bUtCLUXJsl8wsqdE4GlBoP+iB7PBZvwHpQMu13GUOjNojY2hPFKLfvdNfO6uR7fixd+NueEbuQxWcADGvWno4QCcG4s2Pyvh4fKdXSTUB09l1ImuRqhJSVmogqc1etkwg5EVI3uU7hpjt6CrtSj8+uWn5bbIeWwBBCjtG6Pj0Od9sLrPwzVZB2ciQXTXavSCbhfxVdO7yQM2Xjohsioe1pjqFh9rxi5odglMdAmyrQWaUPJax1rDkJ9LBJ4qBCZ/eAjqnUGo96wVN2TJ6QFxWxDjh4n4EbHm0UEoeY0Cn/RoMwlnJv9NZRdWpDtFWCnyq3nqRQ02CXptpCUts5wCLqLm5BxAjcQ3qeaZiLcdGxJ/M+bqANMU1nhMM8D8xaIeW61pEg4XvK4Ydnx03aR+veOk9G9ETcDng3kgf9sqf0tCvd4Vs/y4bUmo02GQomTZLx7ZUyKQywgMXAlitPIAfmB9jAuqD19X63HEiaJ83g9bAcKGCx/qU2i18xCcmIESiUDpmYLb3C0shR7WSB1ZGbOBT64LKxNeU4GkkrGxQg01KXYrEQPxmQ9FPRsrq4bpuSNeXEREetfxxOUokkc7/NODYDv2gLtdsIpjKHl+++6o5/Ia3KpjH/30ZSj37sGIlMPpvQptqHDN1E2l6Rji2q01I0bKvtOIxtZO0yYPdegF0O1aOJiAGU3UUNPfrX07cc97Dad28q0KoRyXRGDTEBj8rBmVhzpAvuj0bOE6Exu2IrpLPvFNx2C6+tcsqdhIOnRy8ER2FTUIM3xNfLfTa5DXmiBdjyLUmqtB6IZQthZFqqlem8YcczKzXTLqm11lGencVPK0USK/1vjE74m3DFadITbr3JP1YMEaxOpnUHYsYdG33Zok1NnfcUmoZcp39qtH9pQI5CgCl+8HEeWj0Nwn8O9YCFGUoJTF8LpVgBJzHpPsBsrsA5jQ7iNuNKDpgQ3n1kfigbtU8XclCMgnV5k2gPaPYR0qgtPkTwmmuO3DoNS59EaCT05kNFUXRyltZH9lzXaAds6jhb3CKzvZ8pwTcDwa7God4RIbNbu3b81Xji7BLT3sgVs/D6PjOtzzO8CHBlOe68l16YTvC5V7Sg8VL6WUglkRWVbPSJ8lSxRoE4iEgZT9JxGNPnxDivpRJJrlB8EmQjBjHan1r1ecQLRGw+c+4KsVUjNgSy8kObhNQ2D847NQfvI+jMAZ8MsfCnJKkd7VUrw37cKbdCIR4c7bDcXMF5oK5E0dn/7yBf1IsT+MxO+RJ9ICFAQQru9DReuCTeAmzT9XTiMJdfZ3ShJqSaizXz2yp0QgRxG43tMMByY63aW4rKjohYrTYDgbnoSphHHfKEeNOYyYUYOakAbviAW7/xry+w7BcWHFlDqKPJN1SMx3FyQ8xvqHoPIqWDsZYvOLhDex418K3OlaFvUjdVZHm16WLkviKaREqvrqwe04XMMBxIpGYe87gq78H8tIXY6uw6087KGrB6B3h6HeHoRe8CzYvQGYVXZCIM9bBmN+B+y7nwK6G9ZubWXvVypL4J+J9G636zScmx+A7T+BWDQheLZSowi0Ut2CqHoNbn4AztB9OPOJdHOtpAWRwg6Eg8+gaedyAcCtjKccm0TgUREI/ckpkR1l+M+C9XQDlXWpzKeNnpt0DGDHAdUQOgnbtZH4oRm5kSDUehvirn7Eq2dRdXSxzns7YSMJdfZ3WxJqSaizXz2yp0QgRxEgQbIJrQsfaoW4pJaBgVxxIzhlR2GyAuycseGaVOGoLkSdd+CNnhaRMvc1BYgriPnvLiMQpPLN4oYgzxlK3qvYBZHQU0qAhdK6Gw6KFDhSG3V8qkDWwTSUjl7x/2aDC3AXAE5cRLPJ4iNSBvQY7ZJQ5+g63MrDvt7/HCofeIC+Xmj9cSg8P8OWhrIw7NufgDaB0jeMaE5k5UbWUsmsCqa44RouES/ufH9TKn07ff5ChCy4B5YxgZhzA4y5od9dzMrQSo8gErgBXtyK4XwTxyoWlb+3Mo5ybBKBzUJg+E+YiKKu5DKRzTUo+4mHp1KWUtmcY6v2IbcAZWcL7NvLs1hE1kxhnRh6rGg4pedAm36WPoJozRSqj4xs1ak91nFJQp09vDlDqHvfeg1N3/4rMdPvvBvFm23pk27HOfcr+C6Al77fibe/mfiirNakKFn2C0b2lAg8DQiQZVZnSTE+YcD/Hf8p/oZxEo0cKOPAnnA+AsMRWN3tIiIcKetG3nQL1DkXjMsRMOaDU2EhPpUZISNBFy3iR9T6SBBq3ncX2L0b1uzFFWu/kkJPwloozsDKyxBzd0KtfQZR9nnqIW90JRBPpsqK2lIA8XqA57fivvsnklA/DYtyC85hoOMl6Fc/gnuueUMv8c6+elix7tSMNKMayq0BkCBZrGQwo3wheZBW34awsiBWxNzwTO+HNXYldQ6lqQUx3oHhikr8JZvAb9RIVfstuGTkkB4jAmMXTwN9PTBC5bD7Fr8bG70kEUrWfAQcJhTHA3BOu7fgA7efSnK9Gj5Euu36gpSzgOZK/G45jdXoD86idef2+43JJULdfs6NV4j4rcL90j9fzhs3+q1Z+/jcINS9b+Hcz17Am0SU28/B/QrwbvRNJDh1L956rQl33iCSnf7/a0+ejpCiZOvDSR4lEXhaEPiwh2GHeQb/X8BAu62gkA3j22YFKuZmENH9MJwY4KhwfX4JankLwBjUEUsoe5MgjO2ahzl9WZADHp4QnrnUXN6zcK59ALPRFv9vK0MZET1Bin3V4OFxcCsKqqUmuxIYKviNz8FjM2BHT4i6snThJvdQmXjJSa/10hpOC8uh+YCBfu09SaiflsW5BecxfOUAtDEN2q3xdaeGWnvK4JiLKZNu90nwjitA8+EV072Ta1stPIk5l4nCiXw4t3+aQoPqpue954GSNtzI57J2eguuEzmkJ4PAxHttsAYvwehzpZ49a12ZnlWk/UGlGqx6jzg8Yq+sP0Df1XQXC/J955FpkR7OApVAPAJ7LCEQmAtNpLZrxqraJ+nPVTF3Nod4bQT3ynrx/I5ILkxxU8eYM4S6/RzO4c1EcFXwwu9mBlvTP99UhFY/WW4Q6ozxt+Pca9341tvfhIhD976F134F+L3kvwnYd15FNDOEvSoCklA/oZUmLyMR2CIInO/xIOw5jj/GOFzQ8Mvci4p5A/nDHLN5fti+KDrz4zgy4AK//Y4YtXu0GpqyE3a1AlgMdsf7oNorbk9Dxy7Yt94XdW38SoJQC/LsTRBhaiTIoucdguV0gRVVwb5/cZEsBI4KoRYWShBzp9gnarTFS1CVD4zngfV0Jc51oAWWMg4l2IBYMUNVsxQj2yLL6qkexujFo8C9u3Cb+4SN1mqNUr1N1pcRnaZjKfJDLT1qLb4jVC9d8wzC7ANogRPo83ZhztiL2rCCwnEdbHICMGfhlBUgWuTFQL6NExVfvpDRU32z5eS2PAKU+k1lFEY3xObs0kbPDubxiawS8lcOK+ehqH642CFw1QGbDgmP6ZVItaKXQVd3Qg2rsPuuQmlsFWnTdJ64uw9GtBbOeJ/YGGYu35ca0U5/xi7FgGwlHS0OZSoM5vXBedCxbKyJ8iogFk1E+z2ur8BhEZh1NvqqYjhStf2UvnOGUC+54RSN/p3dyQzlRHCVkprXk7W8WV/4nCPU7efOAW8mo9PEp19D0503Fgn0UoK9BlKSUG/WUpLnkQjkBgIXewL4a92Fe9qz2KlYeDmuojgegX/UBGwPYq4vYAX2Ie/aTVGrnCQEjOmi9tPlPgF0XIWzZxesWBfcaiv4SD80pwr88nk4LXVAno6IvxMetQ3qqAV+6QLUxmcRxSWoVS3ghfmwMQbGPFAcnxBrEsRbc6/4giTIx4J/r1p9CBHPZ6g+uv3S0XJjhT19oxy89TKMe31w5qegq7ugcB0mvwfbGodhPAPOYuA8smJt9GpoaFUnYXoHYTrdghxMBusQUaZg2qPQ1TLUTOTDiJVDCdmY2BXATc8s/qasm376Fpec0YYRGP0vATjxGXi0M2Jzl4glj4XEs4PSmGPVM4nnFOIpsrjRi1CZhsPjGZkmtDHGlDwh4kVOEzwWBp8dF9Hr5ObxRq+z0vEUVWZVDcD4MHhsXvy/pQ6nfl+o1pmNTwKOuWK0nEQ8eTQMM384lc7tcbXBYVEocwDmp8GDpSm3AdrYi9XFkD/5FZjTHwGNe3C7xo228u23YZ27hPo1dH/rbSQqfnvR21uHurqFcuCXvo/OZNB1MxboKufIIUK9WCeNNHBWJNRNd/BGKiX84ehJQv0YV5c8tURgCyJwracB/a5m/KnSBxMMb1i1qJx+AC1MpWQWIsUlMMa7oNxdrnyap5yGlRcWLxTcXowM6J79cD0oBa5/DufMQZiecdjxfrima6BGS4G7HbBrbCBYi5i3L/WSIqIGkcaMerilpFq8HLh0OPkauGHCKtIwWsSwvzYRPZdNIvAkEBi82gC9H7BDi7XRG70uWWFRtNnBLOLOYtooKz6DofxpONagINRUkqFPDUEbBcLN5fjYO49fqry80cvJ4yUCTyUCE3/9PJQpgEERKcqWNSieKR7jDFg0LiLST7JRVFtVC8UGMVnc0SabGtWFIrkQPrNNMFWHMzu8Ypo6ZbawuCWGbLsdURbicreC37goNpKtCsBx5jLIPR1reFqg9C4vRRG10Q3FqYwYGh+3Q0K7gZ7h5JiRbEx1Q6tpRdi4iLxQG8zhd+E8ewaVe7cfmSZMnhSh1iLu1D3o+v3SR1yu7UjEWjPEtRbOufFS4GwHk0OEOonNW3it6dvYvyBMtt4I9VIhsnTAXn/99Wzxk/0kAhKBHEOAaqjvel/FHT6HGHPh18fnwCMPoFpeqFolIj4HGG+Hh50As3UhTkYPbnU4UTumHGhDNLK8/ox2wKlFYu0ivc4YcIlde/INBTMRr55HPHItAy2KzLn1VtjKDNRZl0gFV11lws9X3dEKyz8PXlaCmH4LTuFeRLU4Jjw6jle8n2Ooy+HmOgIPOtvApz6Ha6IG9mTCZma9TS3aD17sRZQvljqk91WK2oRavZdVIzhBAa8BofJteE+gq+A8PtR8+N+rt6fq7noxlsdtHwSGLjaA3cl+Y+tJIeVyHxERcop2W/EB0MazygMZNdrJsVCKdsRafK5RH503gJk2bLeJWHSV3w7VD/1eLCOzi7LAIp7MZ23yOsmUdjofkWm7vgQWT2yek5sHj4Yw1ZSHxvrt6SKQi4R6aeby0vVNPPFX8HtrClY/6vdiSxLqdEXv9Gh0crKUK//OqwtK37KG+lHXgOwvEdg2CJzvDYDzGH7sOYbP7G68qB3EV8MT8Jj58ExNQLHzETPuw7HGU5jk9+0HG5wUoib0oLaLSJdl5Yd1slNS1Zj+rahuwFuCaNnDvT4pukC12FRvrfjL4TRWYc5/HpxHhRhTr5awx/regwb8atW9bXPP5ES3BgLnh86i9sEtuKN7YfU8fEOHXlSTGRxk7zavrSyARDOjTaWxYAnm+QD8aEJgOBG5tspOY9w1gh85vfgXtdtPHGhr3HU5iq2KwOgPg6mSpM0eo9A28O2EMz+45jXSv+vrGYd4NqolyyLLyVpvOgeldCsxB2F8JE5JG9TkZb9a81itic3oqhagIABT6Uqleqf3WarloHirYVUiRajzI6/CGvsEU8eat63P/WqE+plfYOu5ves+5vMf8XUf+7ADiS/+Qf3bS5yfMnus55jNGMyWJNQPnxilfr+DV6XK92bcf3kOicC2QuDC0HEoPIb/E+M44QANSjmOh/0woiGwuSEYfAfmSjWoExeguuugxQrgvpsPR3dgFwL22OdwKS1AaAZmILRMZCkJJpEE3dWcIAYL6XirAU279gwatPk8UZNGQjLO3mqwsnqE8y5BCRzDsGcEz9Z24Nd7GX67bnMeRNvqxsvJbgoCX/QdRtHIGPTeuPCM5poNZmowe98H271f2PAkU7kNpQl6vHxVMi3SMH17EdMsDLHEi3P9dD2c+CBUbzPG/Tpuqlymem/KnZMnedoQmPjgrPjePWoT5Ln0ABCPAgVeOPoMLGdQnNZGSPzXpTRDMf1AzIbjjQLMgsMjUCjFm41DZRXQol6wcATmyMqR5KXjJJKsGTuhzmii5InStOO1MZGWTaRbVapEVJp+J9IdAx5lviJFnOenaqfpXGrjCUR4IkU+zzoLMI6+6i4c3tH/KJfK2b45Rajbz+G17m+lIs/tb72FHd9cEKxO3YElQtaP8c7kBKHOiFjjO2mWWQvIUJS66dsgl+qNKrrJGurHuLrkqSUCWwyBPxo8gL3Mi99n82hkJWh1OHZEvTBsG+rYu8tGS2nf9t3zQo3Y3FUAb99eONd+Io5T97QhYq4eeVvP1HV3E9iNRESO7W8VLxBEsKlGm0SbYv776C4akLZY6wFTHvNEEHjQcQps+g4snhDsU5gfOquBzUdTf1s6ENWohu1rgBYehhVOrPdkmjdFpYunTdj5NbAUjjllBFFdx88wKtO8n8gdlRfJVQQmfnJ8VQJLzyyWXwNF98Ke6oBa2QJ75HYq4kzRWSWwA7Z3GjFnfSUcWl4TbE8FTNXBtNotskrEsxBuBFgzfDE/WOgWdF6V+I6bflEytZ5GllXRaGJjjSLJtjkoarFXS/VezzmX/Q5R6clcfyr6zuMh8IY6aE4pMD0HJ9QD7GxEf0UUz9Z8kc0lcr5PrhDqTF6YgD3F/9I4IVbijI/pLuUEod7suS+tp5Y11JuNsDyfRGDrInBpoBk9+i78CEP4Ni+AYXmQb6ooGP6LjEF750/AmR9OiTDxgz8HT7edItTihcFbhnh17KHpaA9DgnbiteFFj0yy8Yi6b4Dt2g87Dwjlq7jqsmWUbusup203st67L4KN/xR5ThtsbWLNl3GKMI2WGCiN7xIv2+nRJhIjw9SFRFSqoAX3vR1Q1RL8kA/ITIxtt7LkhDeKwOCFIJS7i37vyf7azjNwjGlE7URpkls5AudOwhqKml7bhrDrYqKcaEmj7CrKEIl6fIiqITjcwhRuwKXvx5xajAeYwTcqHm4ndam/AXlWHvxmCdjkZ3CHD8B6kCDLT6Ktloau1bchrLTDpeyHFi6C7Q1BmdRgFk6KmnS97gyGduRhf23mu8CTGPNWuUauEOqtglf6OLYloU4HQEaot+KylGOSCDw+BH481IYx1Y2fOFHsYoV4gc8gGMlD3vCPl12Uom8eswV8ehjh3dXw3VbgfEa5MIuNVEzJIms9jaIGFCmI6fegKSVQp12wxzuE0rczeENYcXGXiVhjKfrz7mBI3yWtgtYDrDzmiSLQ9wmDRzkFNjoKXlqMuVId+tRtMpoW3xfbNZN6mV9tYGrhSUy5puHiPqFWbDMTH7vmMczD+MdSI+CJ3k95sdxEoP+CB64BHyjSqtYeR0S7ABeegc3GwHlclDBF2BV4nGNwlBji6BDZJCtFpBXND7OoBeN6P3r1Ugw5Y+izulGq74etluBcMHvV68Fbp6GF4mAjY6u6BKi+eiiFtRlp7BRFp+bMD4gsMbIKo7ZW3bYebAW3Y7DGF7VOyGEgUtorNhGoHEV5MA/mCgiBRRGtzyvHTH0Z/sj9s22t2SAJdfa/BZJQ/9mfQUaos19AsqdEINcQuDRwACpq8PuaBzM2cFKbxYsxDf4Hf7mcUBe1QYkOwwiXgus6XDdjsLozLUnI1iNalKm4SilrS20+tNIjiAbuwuGZ4ioUPVDjXnFtW4/C9jL05d9Gv7sZd5wxSS5ybYE95ePt7DkOz3BmnaRWcAT2/A2QOBCleKbXJSbhyMNJRNkXy9Y/Ce4NGNcwYuxDh2I80ov7Uw69nJ5EIAMB2tgSBJO5oWJRrXojMBGRtgoPYTTPwYSi4CbT8EYwc9N4I+db7dj+ix7oqIPCA1BNNxAzYQ6dBz0XmdcrNuGodltTKkXU2Bq7AnIHcGa6MiwqNzIW6h8pIs/sRGQ6vXmtNtiDt+HER0Fk3myswm2fga9U//VGLvHUHSsJdfa3VBJqSaizXz2yp0QgxxD4v/oDeEE7jAIzD79p2LgWncKv5wWwN3wBtTPlqfrO5LQoJZXNfAbDbgZ6O2D0Jqywkk1takNMuS3SWOmhLEhxqBtUG23Fe0UqKzV6aYgEbqyYYkdRcAPNUBwXwuwDhMr3I6yb+IHdiZirFf+2/EKOoSyH+zQj8NnAYQQnwrCji+s7KRxEkR+V1yCudwjrq2TTWDV01MJmE0K0jGqqI4U7ENbdGNYsdCoaLvFh/En59qxbfJrXi5zb40MgSajXugJ935irZOEwjWSzAceG5fJizpjHjGHgY9WFN8p+ttapsv78Ql8Q1ZE9cCZXrqmufY4jOZ+kdknyYitFnFOf1baBh2fA9Dw4sRCYY8KJTUEN7BKHcLcBR4tkWPbpSj208TzwmX4wbzFYRT2u15h4QdpRrupDvVVVvrNekI+hoyTUklA/hmUlTykR2JoIfDzchsp5Bgce/K53HLMoxTcQhSfyHsrQuizylpyFu88PcBe024tkWtt9GrH8AZjBeMp2I0mOiXwn09MEod51MmUBko6MIBoTibQzakpjKyaCNm66Vdzl0zhX2bE1gZSj2tYIXO9pRr4ThHtuRBBrRSsRBFrz7k+8xJrT4t92WcKbnZorFgVXdJHmPaeOokerxVXzCorcZ2RUeluvJjn5bBGgqG9y0zb9HFROEddVzCrDmEGnqH+Goq14mUmlDO+zMH4z+GG2w1h3v0uDh1A+7wfG2xO/FYobUU8e6hsSJJtS2JMp2bizIF7oKYNSvhdxrQuuSD2pIAJK4pLctMFUFfNGu4jSJ2vCiTDbfGJ5NkzaSGnzT5sqgFUaQzgQRH3D5kfl1w3MFjpQRqizvxnbklBLUbLsF4zsKRHIZQQ+7GGos9oQUvPxNT0hPPKG61U0zb8jlEqrh5eLtNAxntF6EXl2DfjBozOguulY6TD4jpXr0agPPdRV5gO4hhi/Aab5oLgrAceCNb+oqkovAlT3psbcQihmKliHH+tTUuE4lxfaUz729uGzcDtzsM27KMJhhPQpxBQ/zAVHtzxE4Y8Vw1ZsTBnR1N/nmIoOPom44sc/CT665c9TDrOcnkRgRQS+N9iMVkdHngkUhcxUZhWpcDvucvQY7XDpTejTqtHNJ2ArAdjgGd+5fz5yhraS0Yl5/CD4wRND+rPeBsw53YLk96lefK0ikYE1eOMQrNlEzTOJhqmTGpg3AG5ZCHs2V9CMnrkMLkG4KSNsylOMU+Xy94iwl4Q6+6/CtiTU6XBJUbLsF4/sKRHINQQGbxyFE7mLz2pO4/dxF2dYEI51Dy/YcZj2KOqGV55R3ngTrOlOUB2o4wbsQgeR/JsP3QFPPxPtxlce/AJE6Km5WRmC5p7UIQ5j4IxjxhXHiGrgFZl6lmtLa9uN97dG2gAnBKbkoZOHxfxv2T2YdGbQUSO90rfdgpATfmIIvD7cisPMQJMDBKIfic1gG4nNYCKqP+b9iBst6IKBPw0mbB63UvvtBzWwmDcjA4tSwmvCu2FPZZJnItc2n4aD2XU/b1ebazx4EnFlDgXxAPhEgkBPltejZee9rQTPlzoWSaizh18Sapnynf3qkT0lAjmEwLX+r6Jo4C9FqtkfBesQA0eB3YcjrBh6NJFytnOiLMPWJzk9V487JYySFDrZyNQpBa/b9VGGn/SfDB0Sp+ixelCmluOBPYwCbSf+0RqWJBu5rjxWIvA4Efja8Kvi9D8sf+dxXkaeWyIgEVgBgW8MH0ATK8Z87CIsHkXQfRLd3MYI9+PPKpaLbG4VEM8+COK9qpGM4fzBYDO+VdkhItX2fEdGKjuVUiXFPFV3PeCpXEa815obia+FSndigl9DBT8J9+QdsPzduB8Ani9//Onua41vsz5v7mePtKEpCXX2d0ISakmos189sqdEIIcQGP7iFeiTMYTLgV/3DeOa1Yl/o7Uhb4FM01Sojto73gHHWqLEPVQtrDuokcBY2L/o6Ul/S3p3igPsyDJxM7XoNLqNRFrde5ofv1EznUPIyaFKBCQCEgGJgERg8xH49V6W4Tl/qa8G+U4J8s1ErfVKjZ63VDueFENcz6i0wAlY0+cxX34E/oiKUB5ww4VUyvl6zpELxxChTrZsMoUkoc7+LktCLQl19qtH9pQI5AgCnwx+Fbv6ZsBsHbES4Nd8wyhjAZSYHfiKHcOcqxVhmCiJnocfTSgcXVQwpil6o6dhDnwA8rJ0gh7hsUv1ajO+AnBmiV3v9FbMWhAIu2DPfi7+PFVWJ8RhqP25gowXiByBUA5TIiARkAhIBCQCjw2Brw7W4JS6C60Ogx5N+F6T5okyfQ1MK4Yd7QY5byjcQcgII4S7CNqHYETnwM1J8flKjaLTkeJ9iLAJRDAMGzEYrmfxER/HP6h6+oQ/X3zwMoo04Hr8rzYcrZaEOvvlvS0JtRQly37ByJ4SgVxEYPD6AbgmihAvjeHTYgP/jvfgqNqAXc4MxuxxMaWdaq0g1NTqYydFSpnmb4U1cxFe8wzM3veB3U3C9oce0EOlLkT5our3enBRmBv/lUUloV4PWPIYiYBEQCIgEdiWCPx65muqAAAgAElEQVRw6DiC0UW/e9IdqYjtEYJr9P/pz14vq0bJ0KJN31LAyDasq2oXNDhwIolMMZerBccqP3tqsX1xaBeKlAb8afDdDc1REuoNwZVx8LYk1OkISFGy7BeP7CkRyBUERi8chzJtY3q3Gx+4p3FL9SHMOV7iDJ/bXXhZbYIdXV5HlXxQu9UWKJMarLErwtpqODidijhvFIPLejXm9F34jWBiB142iYBEQCIgEZAISAQyEbjU34CYtXLUeSlWDSF6hveCqb4MHRTKJJv1BXDf7YbKGDzRC+g0duG2eUNubK+w4HKJULefc+OV7yYm8dL3O/H2N+vSZtSOc+5XQB8v/+zxfNMkoZYp349nZcmzSgS2CAIDN78K48Z58MYDuF/ciTtGFQylBDfil/Eaq4HjjAqF79UaRauTTZ0ZAwwf7gYuZzU7ilD/VHVhXG/Gvy1P2IXIJhGQCEgEJAISAYlAJgL/afAoqmOZeiXrwciAH9XTxYj4KzHElltume42/GW8/akn1Ml6aqqlXq9YWc4Q6vZzOIc38WYbgPZzcL/yXXzn3Wji3/9/e/ceHcd12Hf8twAWWBIgAb5fEkGCIkFa1NN6RZVNSQ5DuRHiVIqdlEmPy8SnERwmDRvmOOhpGjtNizhRyiZRTNV2gjoncXyUSGkNxyZNWRJsWZYlWaYkyCIgEhIkkuD7AQLE4rk9M4sFdhf7mJ3d2Z3Z+eIfW8TMnXs/987O/nBn7qhfHS3N6t1r/Hf8/7cyeuxvQ6AmUNsfPeyJgMsF/ubUvfroqToF3vgXVW76GR1Z/m0ZoTZYvVnHVKW1Y92aiqR+93Ry04xXk6yaulMXK49pODJ7e1mwcnlCIK8M3aPTmtKQoq8SWqKFWqxRVURGzWMeq6zV34115fxsk8upqR4CCCCAAAIFE/iTgVt07+SIRsej648k/wRDd+rlqbMKBoK6YaxftZHVWjh1jU5URG/rbhr7sE7X9Kk2skZ1o0Edr3lDY7qsl6ubdLRysb6w0t4fxgvWwCIUlOsiZZ4J1El2xmz1o5umZ6n7O9SyW3qsc5fMOWsjcB94QOFo2nbsh0BNoHZscFEwAqUW+KPT9+rjQwu1ZOCKIqGAjix5VldCH9YrE6/pvuDN0kjqVUSt1rti3of1zbGXNDYdyldVXqOByfTPctVXXqPvBMbmvDLE6vHYDgEEEEAAAb8I/O3pj2h9ZFLjEenw5DEtq1yqNarX/PG39FyFdH7yjDYEm7U00JDwzLXxB3BV1ChcfbMUqFE4UGWSGa/L/L4u69EV3/cF4baT1+r05HEtqKjXlanLWf+Q791A3aK+Rzpl3PXd39Gi5t69swE6OWA71PPeC9TGXxoe3aSe2F8eTJjc7pVnUTKHRhPFIuAygftPXqu9gSatD19V/WBYx5dI/zjZbV6Abwws02T4eRm3hwUDCxJmna02w5iN/uexubeUJe9vBOnx4Aa9OHVcB1cdtVo82yGAAAIIIOBrgf92+ucUCUwpGInovC5p9dRV3aU689q7ouZOvRK5pK+tOqLvnbpXi0dHFZka0tXguAaqVukHgQn98Yryec90rgPhYwMfVc/EAc0PhLSz6iadHv2haiuXqyb4Af0kck4jWqN/WnlgpthiBerKcPXMMV89OJprs5K271Jbm9Q+PQOdMlA392pvuF1OzlF7LFBH74Vv1f64QJ3fvfIsSpbnOGZ3BFwssPPUv9L1E0f1QGS5lo8s1cD8AR2InDL/Uvtw9Z0aj1tF1G4z3qxp1rGkW9KWGX8VN95PHajS+UBI3x5/RQsqlqpr9ft2D8N+CCCAAAIIICDpC2e269Bkn96a6EuYdf370/dq1ZR0WJc1VNHg68U/A72N+vkFH9DxqR/opsr1WjR6WEsql5uz+ouqmvRPkZN69ZqRhPHkxUDdFU3TM2GZGWoLHxH9HW16RlLrU3Ez1HneK0+gtgDPJgh4VOBPB27Vz44vUd2JpzWx/F7tr3pOxmxxT1WDVo5268PV96gh/LwqK+pVVbnSbGW657WSCYxnsd+r3qpXx18xFzf5k9PbdEFTZniuDNTo5TWXPKpGtRFAAAEEEPCmwC+cekDnJif03JqnvdmAAtXaCNTGz+2hdVpbPaQ7AnU6G/6uVoTu0ZfHnte64GYdWPmWpUD9wO39BapVtJgDL8evyG2/aCM8P97UOb0Y2XQ5eeZCu7Xxzgx1f4fanrlf7U2PJ9zyne9fIgjUdocO+yHgDYEX31uhtYNrNTy/Wl+sfEFVgZCOV1+na8aOaiIS1tqqJr03/WqO6kBIDwZv1cT0+6hTtTC2qFlPQHp97LC5iRGo+UEAAQQQQAABBEotcNe7n9APx2bf472jbovenTyom6ua9V7kol5YfTplFdPNULsyUHe1qaXvkZnXZXV1dGjdLmMhsvzuXLbbd54J1DNQSc9Q53uvPIHa7tBhPwTcL/DSyVs0OnpYxmqgo4F5+sboc2all9fcpjNxr+MwZq0vTy8mdmvwtrSrf9cEmzVUudJ85UbsZ1lwq/5msjvrYh/u16KGCCCAAAIIIFAOAvf1/bqem4g+H726qkEba5YpVHlizqx0fFu9EqjN7Nd6KKGbEt43bcxSN7fK2IL3UMczJb9vLG5RMqsz1MkLkcUXv3PnznI4d2gDAggkCcQCtXFL9+nq6/XW1CldnJ6NNmaqh6tv0rfHo3/FvT94m1ZPnDKDtbEi5i1VN2iJpKqJk4pULlafZN7eHf9jLO7RFRCrdjPyEEAAAQQQQMB1ArFbv5uCjeob71dkU/rbt70SqF2HbKyZEw6HXXevYsJfHrbv1/6trWrdl8y3RweNFdvyvFeeGWo3DkvqhEBhBJ4+dZ+CxnsAxn+scUn1wc2aioxqMjKin1QE9fJ4d8KB/n31Np0PZ36VlhHEjVvFY89iX1BA/7Ly9cJUmFIQQAABBBBAAIECCQRe2KmbGxbp8KWLitz91YylEqjto7syUGdszpzXZuV3rzyB2v7gYU8E3Cxw6/F5+jkt1PDkmZlqLgjdq6+ORW/7zvSzpapJdYH5umFKOjvebYbnM1Vr9BcrXzR32/x+QCsqr1EwskXfGe7J+BffbMfi9wgggAACCCCQn0BsJjZ5Btb4923BHXpu/RfzO4DL9/7E6R16YsXBObU0AnXsh0DtXCeWQaCW8RZv2/fKE6idG1yUjEApBW46Pk+3V23WhqkRXRjvMW/jvlp9g/7v9HujF1cu14W4sJ2qrqsqluu+qg/owMSPdWHqMs9Jl7JDOTYCCCCAAAJpBGKB2nheeGllnWoCVeoePakHF6zVxfFlOnTt18rW7sGBjyoYuKCXroZ1oum1hHbGAnW2MG3sxAy1/SHivUBtv60p9yRQFxiU4hBwocAvDWzWXRVLNKSgvjlx2AzHxs/1wbv17NBFrahaqE01i1QTGNPr48bL+eb+GNs+ufL7LmwdVUIAAQQQQMDfAje8+4CWaLW6ToZ15+oJhYIXVF8R1KGho7qzapueXf/lsgQy/pAQCtTorsr7NDFZpbPhSV2c/5JOb3g15/YSqHMmm9nBl4E6eYEyFiWzP4DYEwG3ChgXmditX8Yt2j8TvFOrAvP0j+Mv6mokbFbbmKXuD6/UyYnoO6ON9zUOBr6r+YGQrq+6LuEZ65pASOfGNpl//Y0v263tp14IIIAAAgj4ScC4Nt9W/UF1j3erJlCty1NXzObfPPGgfvyBvyo7CqO9N1ffqJEra9RzZVDbVtRrYXBMX1/717baSqC2xWbu5MtAHc/FDLX9wcOeCLhV4EP9v6LnR7+XEKjj62rc/j02cb2aa0L6xpX3NBIZM38de1fjr1Xfbf73s5PvqW/6dVrXVG3Q06uORj8448K6Ww2oFwIIIIAAAn4S2PDar2thsEr180d0WWd1ZLxHtwY/qO+v+4eyZPjQ27+h589eVFPtAq1uGNbZqQEdWf8d220lUNumI1ATqO0PHvZEwK0CGw5/WtfWT8wsQnL7iQZdmb7N25hpbg5+SCfGJ/TC1WNaVFGr66qXaVn1RR0bf8Ocnb61arPORwb11vQrtowFyCamNprbZ3rlhFs9qBcCCCCAAAJ+ELjl8O+rRjV6bbRHmxcs1Mh4lY7c9Odl1/R7X/2CDk+8qssTV3XPmgpVjC/Ud89cyrqSdyYIArX9YcIM9ZNPilu+7Q8g9kTA7QLz3t6kf123QZUVkxqfqtRr4bN6Z/xsQrWb572XthmbgrfqR1cnzNvCCdNu723qhwACCCDgZ4ENz35JqxdfVNXkfD176+6yowh8/Qvado30w7Ef6rYldXo+8g1tq/6IDp+d0qXb/09e7SVQ2+fzZaDmGWr7A4Y9EfCawH3vfEq9kZdVoXlaO/FBDY5FVFX3vhZqsV4a/4HCkVH9/IIPaDJwRgOTx5Jmsj+sf7x8xFzwY2Rjr9eaTn0RQAABBBBAwOMCDS//qm6pvlGXIuc1ODmkYKBKC+ZfVWVAeu3SoMKTk3nNTMd4CNT2B4ovA3U8F7d82x887ImAFwS2vHuXBiaGVHP5Tp0ZHTGrvHX1BV2NXFXfeH9CE9YHl+mG0DK9Ozaousoa8xZv4+eewIP63sbyW9DEC/1HHRFAAAEEEPCrwA3f+6LOhH5sNn9t9UpdmDqjvpGL5n+HKoIauesrBaMhUNunJFBzy7f90cOeCHhEwHidhoaa1D0YXc377tURvTD2gj5c8bO6UNWn7rG30rbkzuo79eK6JzzSUqqJAAIIIIAAAuUgYNzefXfjJVWpWn0Tx9RQsUhXp0bUN3pad1bdqxfv+A8FbabnAnVXm0I7pIPhdm1LkuhqC2nHvug/7jkYVnvyBgWVY5VvMUNd4BFFcQi4SCDwwk7du3KBIpEKqWJSXQNDZu2aVh03Z6fvjDyos9VvzJmpNrYxXr3x8rqnXNQaqoIAAggggAACfhAwwnSoIqCtSyo1v3pSL42/qDvm3WB+Xzk3MSidu0sjD7YWlMJTgdoM00Zi3jM3UHe1qU3tjofoeHxmqJmhLujJSGEIuEnAeKVERXBIg7qg+arTCycDurlhkarmD+iVsR9peeUSba68Qd8de071FQt0U9UHdTzyjtZqk55d/2U3NYW6IIAAAggggIAPBLZ961l9d/wt3bx2QIenHz1rDq1RQ0W95k016LnjFYr83KcLLuGpQG20vr9DLc292pswQ92vjpZmtR6Stu/vUeeuxoI7pSrQl4GaRcmKMrY4CAIlE9jwoz069sF92vbaoxocrjfrcVjPJtSnPlitjcsG1T3erdVVKzU0NaTBqSE1Vl2b13scS9ZoDowAAggggAACnhe49tt/q+PhId29qkrnK9822zM8FdbxsfNqqllhfr9x4qdcAnV/f6MaG7vUFtqhfdv3q6dzl5yO1b4M1PGDkFu+nTglKROB0gmsONChLSuH9NzNv6l7n/umLlefUH1oPHrL99UfzFTMCNQ3NNTq3cof6fjEgPnvN1ffqMHLq3Xspv9dugZwZAQQQAABBBDwtcBHvnNIzwy/raYFQfVdGTctnJiVjkcuVqCumhydOew3Xt1kv59TzlDHFxedre7dyzPU9pEt7kmgtgjFZgh4RCB2EbohfL0iS09LwUtqiCxT9USdXrh6VDctr9RrU99XeCp6gTKDdMMiaf57qhtfq+fPRlfPjNz9VY+0mGoigAACCCCAAAL5CZRfoDbuCm/Rbj3m+K3fzFDzDHV+Zx97I+BSgcX7n9XNW0Z1teEVHRlYpc1LJjU6EdDEZERHL09q6fxKNS0ZVGByvn449sOEgB1r0j21N+v5/jrH/yrsUkKqhQACCCCAAAI+EUgXqH+t8f8VVOCv+z9WmPKyzlBHA/XjTZ2OL1BGoCZQF2ZQUwoCLhG449l/1stXBswQfM9zneqfGtCmySZFghM6OzWo7qFzCTWtr67UkmVHzNdQJP8Y73gMn7mTQO2SvqUaCCCAAAIIIOCMQPkF6i61tfTpEZ6hThww6d8pNv3guayt6MaiZM6ciJSKgNsE7jvwjI6frdD5oYhGJyK66/pJdY8d15mxkYSq3tZ4Vq8M9yT8mzE7fWmwQd0XJwjUbutY6oMAAggggAACBRXwVKCeeW2WQRD36ixz1rpVh0yZFK/UKqjYbGHemaFO+06x+AfOc3/4nGeoHRpZFItAiQW2/9VRzR+u0+C1A5ofCSowWak3Jk5r/fqr6hp8d6Z219RV6dz86DPVy4P1Wlu9UhPDq3X43DhBusR9yOERQAABBBBAoDgCngrUxSGxfBSPBOoM7xQz/hKxW3osNp1v/MXiwAMKt2+zhECgtsTERgh4SuDBvz2i7sNB3b5yoa4suqi+qrNSQLp27VU9MxR9BUX8jxGqjZ/jQxPm/zq9kqanMKksAgiUvcAnfrpPTzzdVPbtpIEIIJBegEBtf3R4JlCne6eY8bB5c+/e2QCdHLCz2BCo7Q8e9kTAjQKrfvOoWa27a1bp0mBA45tP6M3QCYUnp3THRum5sSMZq900r17Htv+yG5tGnRBAAAFHBP7jLx/Tn//9Bt13Y69Z/rOv5/EqG0dqSKEIIOC0AIHavrBHAnV8AxNv604ZqJt7tTfcLitz1ARq+4OHPRFwo0AsUNe/vVaNG8Y1b8NlXV51Wi+di74Oa3VDha5dMaX+wID6Ri4nNOH2Bav00n3/xo3Nok4IIICAYwKxIE2YdoyYghFwvQCB2n4XeTBQJ75TzOoMdfJCZPFkO3futC/Inggg4DqBj/3JKQ0dXajF1w1rMHhVVcuG9fb4RZ0YGjXraixOdiJyXj3DF9Rcu1hrAkvMf//O/dtd1xYqhAACCCCAAAIIOC1AoLYv7MpAbYbk1uj6bNq+Xz1Jy50nvFOMZ6jt9z57IlDGAh//3CW9+2ZIKz94Ua8cH9bmTRG9pPfTtnj4N+8vYw2ahgACCCCAAAIIpBcgUNsfHa4M1Jmbk/xOMVb5tt/97IlA+QpsfmBMa9ZO6Hj9KQ2Gp3TrnWN67uKplA0mTJfvOKBlCCCAAAIIIJBdgECd3SjdFt4I1NneKRb3++37e9S5q9GyCM9QW6ZiQwQ8J3DXL4c1f8s5vXU6bNZ9xbKA3l/6vrlAWfwPgdpzXUuFEUAAAQQQQKCAAgRq+5jeCNT225d1TwJ1ViI2QMCzAr/43y/o5OSwghWBhFC95roRvXrlggbHJhSqrNBPLVihb/y7LQVrZ/Pv9pmz4gN/eZ1ii6R9aM0iPfF70We1+UEAAQQQQAABBNwkQKC23xu+DNTJC5SxKJn9AcSeCLhZ4PZPhDWvNqLLFyq0+qfO6fCJkZnqLqyV1q2PaGRYevudgPnvRgDmBwEEEEAAAQQQ8JsAgdp+j/syUMdzMUNtf/CwJwJuF7j7F8c1HpnUy0+EZqoamzGOBWjjvwnSbu9J6ocAAggggAACTgoQqO3rEqiffFLMUNsfQOyJgJsFPvXbQ/ry/6qTEayv2TqkJ35/kT76xyf0rd9bY1Y7PlzHArab20PdEEAAgVIKPHj3UX3jBe7kKWUfcGwEnBLwXKDualNoh3Qw3K5tCShdagvt0D7zZVG5ra1l15ZATaC2O3bYDwFPCRirfhs/N957xXyWueXzA+r8zKo5wZrZak91K5VFAAEEEEAAgQIIeCpQm2HaiMx7kgJ1fm9/ssvoy0DNM9R2hwv7IeAtgftu7NXKjXX6yfhSvfb1arPyRrA+ciD6/1v2DmliIqC+4GlzEbHYD6HaW/1MbRFAAAEEEEAgPwFPBWqjqeZbnnq1N36G2vi33dJjnbtkvvPJCN4HHlC4PXEOOz+puXv7MlDHM/AMdaGHFOUh4H4BI1RvWit9/YvVuuljo6quCqgyNKU1Nw3qhfcHdd2yGjXUVM3MYLu/RcWp4ac/0ae3jkzo2dc3FeeAHAUBBBBAAAEEiiJQDoG6v6NFzb17ZwN0csB2SJJAzS3fDg0tikXAfQIPtY5qcc2E+i8FtbFuSJU1FTpyfr5Z0fdPSTU1Ea3dOK7q5Vc1eX6eTh0Pqr5hUv3HguY2sZlt97Ws+DX6xE/36Ymnm4p/YI6IAAIIIIAAAgUXKFagrpgan6n7l97/BfvtSDFDnTJQJ89i2z9i2j0J1ARqB4YVRSLgDQFj0bLnj0Rv/yYwe6PPqCUCCCCAAAIIFF6gbAN1/C3ghWczSyRQE6gdGloUiwACCCCAAAIIIIAAAl4QSBeo/+u8zxW0+n848geFKY9nqAvjaLcUFiWzK8d+CCCAAAIIIIAAAgggUG4CZRGoxSrfJRmXLEpWEnYOigACCCCAAAIIIIAAAi4R8FSgnnltloGX9Oosc+a6VYd4D3XxRhaBunjWHAkBBBBAAAEEEEAAAQTcJ+CpQO0yPp6h5hlqlw1JqoMAAggggAACCCCAAALFFCBQ29cmUBOo7Y8e9kQAAQQQQAABBBBAAAHPCxCo7Xeh5wK1+X6x1kPS9v3q6dylRrPtXWoL7dA+i/fKsyiZ/QHDnggggAACCCCAAAIIIFBeAgRq+/3poUAdXbWtVfFB2mh4fqu58Qy1/cHDnggggAACCCCAAAIIIOB9AQK1/T70TKDuagtphw4q3L4tsbXGSm7xL+w2Vn078MDc7dIYEajtDx72RAABBBBAAAEEEEAAAe8LEKjt96E3AvX0i7sf2t+tVuN277jl0c1bwHv3zgbo5ICdxYZAbX/wsCcCCCCAAAIIIIAAAgh4X4BAbb8PPRGoo6F5q/ZvekS7dil66/fW6Gx1ykDd3Ku94XYlzWWnVCJQ2x887IkAAggggAACCCCAAALeFyBQ2+9DDwXquFlo82Xe0sFwu9ZZnKFOXogsnmznzp32BdkTAQQQQAABBBBAAAEEEPCwAIHafue5MlDPrORttMtYzXtvr5of3TS7qnf8bd08Q22/99kTAQQQQAABBBBAAAEEfC9AoLY/BFwZqOc2J/paLB0My1iTzFig7NFNPercZbw0i1W+7Xc/eyKAAAIIIIAAAggggIDfBQjU9keARwK1kZs71NLcKmNJMu1JWu077nfb98eCtjUUnqG25sRWCCCAAAIIIIAAAgggUJ4C5RKozTdD7Yv20Z7pyVine8w7gdohCQK1Q7AUiwACCCCAAAIIIIAAAp4QKItA3dWmNrWbdzQX88eXgTp5gTIWJSvmkONYCCCAAAIIIIAAAggg4CYB7wfq6GPAxhuWc71jOd9+8GWgjkdjhjrfIcT+CCCAAAIIIIAAAggg4GWBcgjU/f2NamyMrr21z1jYunOXjBW3nP4hUD/5pJihdnqYUT4CCCCAAAIIIIAAAgi4VaBYgToQmZoh+Fz4cw5xxC9a7dAh4oolUBOonR9lHAEBBEyB+27sNf/32dc3IYIAAggggAACCLhGoLwCtbGedYt267Hpt0I5y+zLQM0z1M4OKkpHAIFEgViQJkwzMhBAAAEEEEDAjQLpAvUnGz5Z0Op+5dJXClpeusKMQP14U2dRFijzZaCOh+cZ6qKMaQ6CgC8E4oNzfIOZkfZF99NIBBBAAAEEPCtQXoG6S20tfXqEZ6iLMx4J1MVx5igIlLPA3o++kLJ5j37r7nJuNm1DAAEEEEAAgTIR8Hyg7u9QS3OrDpn9sUcHw+0q1tuzmKHmGeoy+RigGQgUX+BXVj4x56B/d+oTxa8IR0QAAQQQQAABBPIQ8HygzqPt+e5KoCZQ5zuG2B8BXwokh2mCtC+HAY1GAAEEEECgLAQI1Pa70ZeBmkXJ7A8Y9kTAzwKpZqTjPQjVfh4dtB2B3ASMNRdYXyE3M79tvfmBMbPJRw5U+63ptLcEAgRq++i+DNTxXDxDbX/wsCcCfhKwMiNtbEOo9tOooK0I5CaQbuHCWCkE7Nw8nd46FmhzOU6+4dfKMfM9Ri7tybbtp357WO99f0Djo7PvFo7fhzGdTdA9vydQ2+8LAjW3fNsfPeyJgE8EeFbaJx1NMxEosEC2AJ3tcISRbELZf28loGYvJf8t0oXgfOtXiHBtpQ6pjvNvHz6pU28P5Y+TpgTGv2O0KQsmUNv3JlATqO2PHvZEwAcCVmamfcBAExFAwKJAviE61WEIFrMqVsKfxa4qu80yhetCudVUS3esC+voc6eK7sd54Cw5gdq+L4GaQG1/9LAnAmUsQJAu486laQgUWMCJEO3XYF2o4FfgLqY4SZvWSqFTZ3T23auu8SBkF64rCNT2LT0SqPvV0dKs1uiLxaI/2/erZ+Zl3V1qC+3QPvOfe9S5qzGjCIuS2R8w7ImAXwQI1H7padqJgDWBYoVma7WZ3SpYU6GhpkZduBzJddc52xfi9mErlSA0W1FyzzalnJW2o0DItqMmEajtuRl7eSNQd3WoY90uzeTk/g61PXO/2s1/iIbt3r1htW+L///WUFiUzJoTWyHgN4F0K3qz6JjfRgLt9ZOAW0Nztj64btsKfe/tedk2y/p7JwM1ITorvys3cOOsdK5QBGxrYgRqa06ptvJGoE6qeX9Hm565vz0asPs71LJbeiw2W93VptCBBxRu32ZJhUBtiYmNEPClAK/J8mW302ifCXg1RMd3kzFLvfLuNXrreKWuDNvvQCcCNUHafn+Uck+vzUqns6quCeiW5nEdf7o7J04//vGcQJ3TEEnY2IOBul8dbc/o/vZdiubpFjX37p0N0MkBO4sNgdr+4GFPBLwkYHWl7mwhOrnNfrzoeqnfqSsCqQTKIUSn69n1ty/WRF2tXnunUqPR1xhb+ilkmCZEWyJ37UblMCtt4DZtCKr2dJ8u9J0vuHU5XvsJ1PaHifcCdcLt3mkCdXOv9obbZWWOmkBtf/CwJwJeE8gWqnMN00b7y/Gi6rV+pb7+Eoidp/XX1KtuS6OOn6vWyRMTMwiZbu8s5yCdPAqMWetrb1ms0Xnz9cY7FVnDtZ1ATXAur3PP77PS+fRmOXwXKI9Andu6Wvn0efy+ngvUCbd75zBDnbwQWTzCzp07CxWotYsAACAASURBVOVJOQgg4GKBbM9F2wnUhGoXdzhVKwsBK+fl4qYlmnfdNXrnZFBnz8yG67IAKEAjsoVrq2GaAF2AznBpEcxKF75jvBayvR+o81tXK58R4MpAbd7GHVvSO2E178Tbvc2G8wx1Pv3Pvgj4ToBQ7bsup8EeE7ASoDM1aWnzcgXXrlb/QBXhOgWUEa4bb1uioap5+oe/DFkeHYRpy1Se2pBZ6eJ1l9sDtucDdZ6ZMJ+R4MpAnbZBBtTjTepMWHAsv79GcMt3PsOHfRHwjoCVL+nGxc7Kdula7faLpXd6i5pmEvhMxX82f13TUKv62zbpasUC9RwedC1apvMin/PNSoMJ15mVrKx+/KnfHrJCzTbTAoGJCY1dGnWFx9jIpE69Xf79t2VzlaqOv+PIs9LF7Mhrm+tUd/qYBnsHzMN+fup/FPPwnn9tVr7rauWD7alAbUA93tSpOQt4G0G7uVXGa6qtvIc6HoxAnc/wYV8E3Ctg54t67Iu/nX1jEoRq946JXGoWC6257JNuWztfinI9vhmu79iii2Pz9O5PrhSi2mVXxspbrpGWLlff+wFdvDBZdu2z06BsgdpPz5zb8WOf0grU1lVo67VDOt7VW9qK5Hn0YE2ltt5QpTPf/GHKkuxcQ+xUqVgz1PF1+8qlr9ipasp9UgbqHNbVyqcingrU+TQ03b4EaidUKROB0gjkE4SNGseHYTtlEaZL0++FPmquYbbQx8+3vPkrG1R343WE6wyQhOsoDgu45Xu2sX+pBIxZ6ckjb2n4TB7viStV5eOOmzwrna5KxQjVZRmo41+t7GB/+zJQJy9QxqJkDo4wikagxAK5BGO7gZogXeJOLuDhvR6mkyli4fr0lRqdPObtL54F7OaEolbd0ajJhUvV2xfR8NCUU4dxXbnpwjSz0q7rKioUJ+CXWelSBOt0gdqoyzN/84y+8p/ym01+cM+D+vgffNy58cwz1M7ZZiuZGepsQvwegfIQ+C/3f2tOQ/7omY/O+bdU2y2sjahC1r5o7+18sDzAfNiKcgvTyV1Y27hMtVvW6/TlIOE6zfhe81NNGq9dVPbhOlWYJkj78EPPY03226x0qu5xcqY6U6A26vLiky/qy7/xZY2Hx3MeOZ/8n5/U/b96f8775bZDfutq5XasxK19OUMdT0Cgzmf4sK+bBHINgoUKfn96V0daht99cZebiLLWpZCBysmLXtaGsEHOAoXs+5wPXoIdYuH65LmgTr/HzHWqLoiF6zd7pjQ2GilBL3FIBBAwBJiVLs7iZNkCtdEXR54/or/4lb/Q8CVr141gKKhP/dWndNfDdxVnMOexrlY+FSRQP/mkuOU7nyHEvm4R8EogyBQ0rbQh36Bq5Rj59mm+dcz3+Oyfm0AxxkRuNSru1gs3rVLNxvUaOB0gXKegr6oJauVtjRoJ1etIL+G6uKOTo/ldoFxmpTfcuEDV7x2dWcE7W7+W4nuElUBt1Lv/jX792cN/pstnLmdsRm1DrX7r735Lm+/ZnK25nv89gZpA7flBTANmBfwYDIyLjtvaXYoLIeeBPQG3jR17rSjcXoTrzJaE68KNNUpCIJNAucxKz1tYpc3rJnXm6R9n7fBSf3ewGqiNhpx775we/YVHNTD9iq/kxtUvr9fvPPk7aryhMWu7y2EDXwZqFiUrh6FLGzIJEBJKNz5KfUEsXcu9d2TOk8x9ZoTr4MYNOnF8UucHRrzXwQ7X2AzXd63XcMVCdb854fDRKB4B/wiU06x0RfcbunrqUsbOc8v3hlwCtdGg4cvD+nzL59X/en9C+1ZtWqW9/7RXS9cu9c2g9WWgju9dnqH2zVj3ZUMJDMXpdrdcDIvTWu8dhfMg/z5ruH6tKtetJVynoQw1hLT0prWE6/yHGiX4WIBZ6dJ2fq6B2qitsUCZ8Uz160+/bla+8cZGfabzM6qtry1tY4p8dAI1t3wXecilPly5fuF1Y9AqV+tSDGQ39m8pHNx0TMa3871hhOvAuka9986YBs+NOn9Ajx0hFq4HIwv11hFmrj3WfVS3RALMSpcIPu6wdgJ1bPcvffpLGjwzaD4zbSxE5rcfAjWB2vExzxdcx4k5QIkECNQlgpdc99x86SRKe+Sld2zU5LKVhOs03VC7vFaLr79WF8br1NtLuC7taPXX0atrAlrXWFnyRlcHpflVYxnrEbh6Vce/f7Tkdc2nAl56VjpdO/MJ1PnYlcO+vgzUPENduKFLWC6cJSW5W4DwXJr+4TOmNO52jhoL18d6RjQySHi0Y8g+CCDgPQFjBW8rz0obLXPzdwkCtf2x58tAHc/FM9T2Bw9fdO3bsae7Bdx8wXO3nP3a8Xli386Ney798FaN1y7WO29fJVy7sYOoEwII5C2Qy6x07GBu/n5BoLY/JAjU3PJta/Tw5dcWGzsVUMDNF6UCNrPsiuKzo+y6NGuDCNdZidgAAQQ8JpDLrHRy09z6/YVAbX8QEqgJ1DmPHr4Q50zGDg4KuPXC5GCTPVE0nxOe6KaiV3LZfTdqtKZBR98c1vjoZNGPzwERQACBfATszEqnOp4bv7sQqO2PDAJ1mQVqvsTaPxnYszwF3HjRKk9pFgqL9evipkWa3zhPEUlX3h7S4PHBcu1y2+2qnBfU4ru2EK5tC7IjAggUWyCfWWkvhGoCtf0R5Z1A3dWm0I590ZZu36+ezl1qnGl3l9pCO2T8dvv+HnXumv1NKhq/LEpGuLZ/YrBn6QWsBuFM49xqGaVvrbdrwGeNtOq2lZqsm1B//7s6c/JMQoeu27heq5et0aU3L2v4zLC3O9uB2sfC9UiwQT2H+eODA8QUiQACeQgUalba7aGaQG1/kHgkUEcDsw6G1b6tXx0tzXrqoVhwjv53797Z30X/vzUUvyxKxhdea+OBrdwjQBjO3he5ntdOmOZah+yt8sYWxuuQFjU36GpkWG++3q2x0cyvhYm1avPWzVpSt0wX37pEuE7R1TUNtaq/bZOuViwgXHvjVKCWCJS1QKFnpdNhOXF9zrVjCNS5is1u76FA/ag29XTKmHzu72jRbj0WnYnu71DLbumx2Iy1MZN94AGFLSZqPwRqv37htX9asKdbBNxwgXGLRXw97J7ThfS0Wwc3elqtU+xW7tMXTunokfzfmUq4ziwfC9eDqtOx169Y7Sa2QwABBPIWcGpWupDX4bwbmVQAgdq+qEcCtdTVFtKObuNW7yY93tKnR6YDtBGum3v3zgbo5ICdxcYPgTodgR+/ENs/VdizFAJuvvCUwqMQ52ypTAtR91KYr75rlSZC4ylv5S5kfa6/easaqhfp3OvnFL48Wsiiy6Ks+SsbVHfjdbo4Nk/v/oRwXRadSiMQcKlAoWalS3W9tctKoLYrJ3kmUEvRW7tbD+3RwXC7Ynd0pwzUzb3aG7dNJh4/B2qCtv0Thz2LI+C1i5FTKoUMo24wLWR7Cm0eu5X7yuSgjnS/ZflW7kLW48YP3qQFlQsJ12lQCdeFHG2UhQACMYFCzkq74Vqba88SqHMVm93eO4G6q01tatcjfS1qbpX2x93+bWWGOnkhsniynTt32hcs0z3/8iOPaezshM50Jy6uU6bNpVkeFvDiRSsXbifCZ6nNnGhTLqbJ2y5tXqLQ6hqdOHtC7779Tj5FFXxfwnVmUjNc37xJpy8HdfIYC74VfABSIAI+ESjUrHSMq9TXWTvdRqC2oxbdx5WB2px1bj0UraGxovdj0u64WeeEWWmeobbf+1n2/KV5v6S6hQvUtLFJdTULNNI/ogt9Fx07HgUjUAgBL17EUrXbbuh0Q/vt1r0Q/W+1jGLdym21Ptm2q66p1vU3btW8yHyd/tEZTYQnsu3iu9/XNi7TvBUNvms3DUYAgfwEJoZHdenN9/IrJG5vN1yH7TSGQG1HzcWBek5zjNDc/JQeSjkrzSrf9rt/dk8jPFv5WbR0kdatX6/5gVoNvnOF96taQXN4G2N2rWpeVcGOEqgKKLAgULDyjILGJkc1PDxU0DKtFvbZlz9rdVNXbPfZ2z8rt9fZqKOXf/re7ivJrdyFMiNcF0qSchBAAAFnBLwYqgnU9seCK2eoUzYn/j3USnyO2lzpu7lVxpy2lfdQx5fvh2eorYZlO8No+erlamxcp+B4tc53n7e8mE6ovkYN6ws7k1BVX6Wpiik7zUi7z8XB8wUtb3Doik6+e6KgZVJY4QS+NvK1whVWJiU5+flRJkQlbUYsXIcm5unkiwMlrQsHRwABBBCYK+CVcE2gtj96vROo7bcx455+CNTJAE5+QV63cb15OLc9h+jQ8KFYnwn4IXA7+fngs+FS9OYaj+g0b2lW9VgN4bro+hwQAQQQyCzg9mBNoLY/gn0ZqJMXKPPLomR8UbZ/orAnAvECpQjWmc5fu/XhM6F8xzXhunz7lpYhgID3BdwYrgnU9seVLwN1PJcfZqj50mz/BGFPBDIJ2A2yqcrkPGWsOSVghOst129RxaVKnTp82qnDUC4CCCCAQB4CpQ7ZBGr7nUegfvJJlfMMNV/S7Z8c7ImAFQGroZpz0Yom2zgtYCwsed3GjYRrp6EpHwEEECiAQDFDNoHafocRqB0M1HyBtj8w2RMBrwkYwZpz3mu95u/6xsK1zlXoTPcZf2PQegQQQMCFAtd8aI1eO3JYQ4NXUtbO6h/1rTSNQG1FKfU2BGoHA3W2buHLdzYhfo8AAgggUAwB440N69c1aeLkpM71FPbtBsWoP8dAAAEEykmgdnmtAusjevNwd17NyiVwE6jtU/syUHtlUTICt/2BzZ4IIIAAAvYECNf23NgLAQQQKIRAtlnpQhwjVkZ84CZQ25f1ZaCO5zLC9Q/+8Ac623/WvqKkXP4ClNeB4nYmcBdKknIQQAABBFIJGOG6ad11Gu0f1YW+iyAhgAACCDgkUKhZaTvVM3IMgdqOXHQfAnWBArX9Lsh9z3ThnYCduyV7IIAAAghYE1i9bo0aV6/T1MUpazuwFQIIIICAJYHKRZV6vfu1tM9KWyokj40I1HngEailQs1Q59cN7I0AAggggAACCCCAAAIIFF+AQJ2fuS9nqJOfoS7ELd/5dQN7I4AAAggggAACCCCAAALFFyBQ52fuy0AdT8YMdX4DiL0RQAABBBBAAAEEEEDAuwIE6vz6jkDtwWeo8+ty9kYAAQQQQAABBBBAAAEEogIE6vxGAoGaQJ3fCGJvBBBAAAEEEEAAAQQQ8KwAgTq/riNQE6jzG0HsjQACCCCAAAIIIIAAAp4VIFDn13XeCdRdbQrt2Bdt7Z6DCrdvi2t5l9pCO2T8dvv+HnXuasyowqJk+Q0a9kYAAQQQQAABBBBAAIHyECBQ59ePHgnURmA+oAfC7dqmfnW0NOuph2LBOfrfvXvDat8W//+twbAomTUntkIAAQQQQAABBBBAAIHyEyBQ59enngjU/R0tau7dOzsrbcxWP7pJPZ271NjfoZbd0mPG/zcsjN8deCBpBjs9EoE6vwHE3ggggAACCCCAAAIIIOBdAQJ1fn3nzUBthOjmXu0Nt2tdcthODthZfAjU+Q0g9kYAAQQQQAABBBBAAAHvChCo8+s7TwRqc9Z5R7f293TKfDw6boZaqQL1dNiOf8o6HZMRqHfu3JmfInsjgAACCCCAAAIIIIAAAh4V+OpXv6qHH37Yo7UvbbW9EajNDB1SbE0yk2x6YbI5t4OnmaFOXoistOwcHQEEEEAAAQQQQAABBBBwjwCB2l5fuDJQmyG59VC0Rdv3R5+VnmmfsUDZo9oUm60uwDPUTg0eI8Q7VbbB4WT5lJ36hMJlrouTJozz4o9DzDHP5euEk+e/k2UzzhnnjPNcBIo/Xpw8/50sm8+W/MeVF0twZaBOC2k+O92qrQeNFb1jW+W/yrdToZcTtrw+gPmQLH5/Yo55LhdWJz9znSybcc44Z5znIlD88eLk+e9k2Xy2FH+sYJ7/uezFErwRqGfeQb1HB81XZyX9TAdtY07bynuo4/d28oPMybI5YfmQzOUDx8mx6GTZjHPGOeM8F4Hijxcnz38ny+azpfhjBXPMc/k0c/L8d7JsxnkuvVw+23ojUDvo7eRJ5WTZnLBcmHI5LZwci06WzThnnDPOcxEo/nhx8vx3smw+W4o/VjDHPJdPMyfPfyfLZpzn0svlsy2B2sHnnDlhi3/xwBzzXD6enRwvXi2bLwPFP4cwx9wPn1uMc8Y54zwXgeKPFye/t+TfcneXQKAmUKccoU6eVF4tmy8Dxf9wxxzzXC6hfLYUf7xgjrkfzlHGOeOccZ6LgP+29X2g9l+X02IEEEAAAQQQQAABBBBAAIFCCBCoC6FIGQgggAACCCCAAAIIIIAAAr4TIFD7rstpMAIIIIAAAggggAACCCCAQCEE/BWozddvae6rt2Zey2W+d0s9nbvUOKPbpbbQDu2z8UquQnSQ0tV5uvD+jhY1tx5KqneJ62zULUu9zd8/usld1rEOS1P3rraQdhgDIeVYcLN5prq5oN7JJ4qbz0cLJ7Vrz0kLdXf1eZmi/q4/J7Oau/D8S1Nn71tPX5fcet3JMFY8+Znipc/xtN9XPHDtLLvvK9Mngge/I8ZOYdeer17MQFmvoe7ZwD+BOu27rKMfmDoYVvu2fnW0NOuph3rUucuI1NH/7t07+7vo/y9SB2Z8/3a0bq1K/gNAies8E6aN5JnmveHTrol1d0G9M9W9q01tao/2/XS/7DHHjLGTC+qedqxkqpsL6j3nVHLx+Zj1tHfxOZm17rPj2JXnZar6u/2czGruxvMvbZp29+dfVmsPjm+zTV79TPHQ57iXr53p6u72z8aM321dfq6W3fdyD52rlj7nS7eRfwK1eY52qKW5V3vD7ZrNxMZgelSbejplZGjjL0u79Vg0UBvb75Yei81YGyfSgQcULlqiTldnI9OFtEMH59bFDXVOax0d6P0dbXpGUutTcTPUbql3lrrHTlXD/9FN0394cUvdU43vTHVzS70TPv9cfj5m+Kx2/TmZ5Trj+vMyS/1deU5mqrMrzz9rX0Y8Z+2F604Keu9+pnjsc9zL186U32sTB5Mrz9cM9Xb9tShN3V1/vnoxA1m7JLliKwK1OeEY0o5uY6a3SY+39OmR6QBt3rbRu3c2tCZ/ASpGF6b7oG/u1UP7u9Vq3O4dNxPsijpnCqX9HWp75n61Nz2ecMu3a+ptOVC3qO+R2T/ClHycpKl3Jle5YXyn+xLp1vMx3Tk/fZ66+pzMEu5cf15mDdQuPCcz1NlVn3k5Xsu62rxlbfxx3HPj2+OfKa7+XpU83lN8z/LMtdNSoHbh+Zqu3l44V8vse7mnztUcr1XF3JxAHZ0zjd4+fSjxFuWUH6hzZrgd7q60H/RbtX/TI9q1S9G6b43OVruizhlCaVdHh9bt2qXGpOdjXFNvS4G6S21tUvv0nQquqbvVLwXTY3hdqkBd7PGd8vRx8fmY5nSPjgGXn5OZZte9cF5m/Kh16TmZa6B2xfmX7ZrmPWtPXHeS2L3+meLq71V2A7Ubr51ZA7VLz9d0s7xeuBaV2fdyT52r2S5PJfw9gdrAn37e5JE+Y4EvaX/c7d8ln3m0EpLiFhpIGZLib1sv1mBL9WGZ/FxP3OIwrpqtyXKB6oqm6ZnHBlxTdytjJe4uC7fOULv6fMwYqOPuZnHjOZnu3PfKeZnpDwJuPSdzDdSl+KzO8Zrg2s+/Mhvfc64rXvpMcfv3KruBevr8dNW1s4y+r8Su/TNr1XjoO6Inztd0Y8XNGSjH61MpNy/bQB0KhaKu8at2Z7hNI/ZcdcJJUcRn3GZWBbRS5+TVD+PrWcQ6Rydzp1cZt1Dv+FViZwf99F0BRa53rnWP1ddo7+NNnYkL0xW57rmYZ1wHoMj1TvVBN6ctj0m742bpSnU+ZvtQnlPvvb1qjl89uITnZK5137+1Va3Tq9e74bxMV/90494N52Q285S/d8H5l2u9vWjttuuOZXMXXect13n2QpmwXo1bP8dn2pXuu2G6NXTcdO5mCNSuPl9T1Nsz52qaCaOEN9e48TuAizNQzp8xLtyhbAN12i8wybfUmQPsKT2UclbaBauwpvywjF+VL/oM+MwCWW5YcTqaVlMsABfXK3NeieAC6zRfBmZq3dWmlr5HpleAl2ZuI3S1ucdW+Xb7+Zj2Q9wD56SVC5Cbz8tU9Xf7OZnR3EWfeRbHhqs//yy2IfF1jW7uAw9/pnjtczzl9xWPXDszzDq6+nwtu++IHjhf0wZqF2cgK5/rLtnGP4E6/p2Iya9zyvQ7cwC2ylj6a/v+2Ou0itR7FuulPUmrfZeyzgZNpnrH6FK9Y7DU9c5Q94TZsek2JIyHUtfd4liZM4ZLXe80ISkU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" 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+  <!-- svg-source:excalidraw -->
+  
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diff --git a/docs/source/index.rst b/docs/source/index.rst
index f9786b8d..a548f553 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -25,12 +25,14 @@ relative humidity in the outside, front and back encapsulant and backsheet,
 spectral degradation, and solder fatigue. More functions for standards and
 other degradation profiles are in the works.
 
-The source code for pvdeg is hosted on `github
-<https://github.com/NREL/pvdeg>`_.
+The source code for pvdeg is hosted on `github <https://github.com/NREL/pvdeg>`_. Please see the :ref:`installation` page for installation help.
 
 See :ref:`tutorials` to learn how to use and experiment with various functionalities
 
-Please see the :ref:`installation` page for installation help.
+
+.. image::  PVDeg-Flow.svg
+    :alt: PVDeg-Flow diagram.
+
 
 How the Model Works
 ===================
@@ -51,9 +53,17 @@ Citing PVDegradation Tools
 
 If you use this calculator in a published work, please cite:
 
+.. code-block::
+
+   Holsapple, Derek, Ayala Pelaez, Silvana, Kempe, Michael. "PV Degradation Tools", NREL Github 2020, Software Record SWR-20-71.
+
 
 Please also cite the DOI corresponding to the specific version that you used.
-DOIs are listed at Zenodo.org
+DOIs are listed at Zenodo.org. `linked here <https://zenodo.org/records/13760911>`_
+
+.. code-block::
+
+   Martin Springer, Tobin Ford, Matt, MDKempe, Silvana Ovaitt, AidanWesley, joe karas, Mark Campanelli, Derek M Holsapple, and Kevin Anderson. “NREL/PVDegradationTools: 0.4.2.” Zenodo, 2024. doi:10.5281/zenodo.13760911.
 
 
 .. toctree::
diff --git a/docs/source/user_guide/index.rst b/docs/source/user_guide/index.rst
index d4a4357b..e06aed43 100644
--- a/docs/source/user_guide/index.rst
+++ b/docs/source/user_guide/index.rst
@@ -8,6 +8,7 @@ User Guide
 
    installation
    package_overview
+   meteorological-data
    NSRDB_API_Key
    montecarlo
    geospatial-templates
diff --git a/docs/source/user_guide/meteorological-data-details/data_flow_chart.png b/docs/source/user_guide/meteorological-data-details/data_flow_chart.png
new file mode 100644
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diff --git a/docs/source/user_guide/meteorological-data.rst b/docs/source/user_guide/meteorological-data.rst
new file mode 100644
index 00000000..b97ae586
--- /dev/null
+++ b/docs/source/user_guide/meteorological-data.rst
@@ -0,0 +1,58 @@
+.. _meteorological-data.rst:
+
+Meterological Data
+==================
+
+PVDeg seeks to automate the tedious parts of degredation analysis by providing simple tools to work with weather data. 
+``pvdeg.weather.get`` seeks to unify this functionality into a simple function.
+
+The PVDeg tutorials and examples use two datasets, `NSRDB`_ and `PVGIS`_. These are serially complete data including meteorological data and solar radiation (irradiance) measurements.
+The methodology for these datasets varies but both are gridded geospatial datasets with similar attributes.
+
+NSRDB 
+------
+The NSRDB is produced by NREL and combines multiple datasets but we are most concerned with `Physical Solar Model 3 (PSM3) <https://developer.nrel.gov/docs/solar/nsrdb/psm3-2-2-download/>`_. This data was generated using satellite data from multiple channels to derive cloud 
+and aerosol properties, then fed into a radiative transfer model. Learn more about the NSRDB `here <https://nsrdb.nrel.gov/about/what-is-the-nsrdb#:~:text=The%20PSM%20is%20a%20two-step%20physical%20modeling%20process%2C,%28Xie%20et%20al.%2C%202016%29%2C%20in%20the%20subsequent%20step.>`_. 
+
+The NSRDB is free to use but requires an api-key and email. See :ref:`NSRDB_API_Key` for more information. 
+For our purposes, the api is limited to 1000 requests per day, although you can request a batch download via email with a singificantly higher rate limit (not recommended for PVDeg).
+
+Flowchart showing the dataflow from satellite to solar radiation measurement.
+
+.. image::  meteorological-data-details/data_flow_chart.png
+    :alt: dataflow from satellite to solar radiation measurement, image missing
+
+`<https://nsrdb.nrel.gov/about/what-is-the-nsrdb>`_
+
+NSRDB data are seperated by satellite/model source. Each dataset is shown below, much of the PVDeg project uses the *Americas* data.
+
+.. image::  meteorological-data-details/nsrdb_global_coverage.jpg
+    :alt: NSRDB data sources, image missing
+
+`<https://nsrdb.nrel.gov/about/what-is-the-nsrdb>`_
+
+PVGIS
+------
+`PVGIS`_ is the European counterpart of the `NSRDB`_. The data was sourced similarly. With PVGIS we are most concerned with a `typical meteorological year <https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-tools/pvgis-typical-meteorological-year-tmy-generator_en>`_.
+PVDeg uses utilities built in `pvlib <https://pvlib-python.readthedocs.io/en/stable/index.html>`_ to access the data.
+
+PVGIS is free to use and does NOT require an api-key. It has a rate limit of 30 requests per second and covers a much larger range of longitudes and latitudes.
+
+The PVDeg tutorials and examples use two datasets, `NSRDB`_ and `PVGIS`_. These are serially complete data including meteorological data and solar radiation (irradiance) measurements.
+The methodology for these datasets varies but both are gridded geospatial datasets with similar attributes.
+
+PVGIS data are seperated by satellite/model source. Each satellite source for PVGIS 5.2 is shown below.
+
+.. image::  meteorological-data-details/pvgis-52.png
+    :alt: PVGIS 5.2 satellite sources, image missing
+
+`<https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-releases/pvgis-52_en>`_
+
+Sources for PVGIS 5.3
+
+.. image::  meteorological-data-details/pvgis-53.png
+    :alt: PVGIS 5.3 satellite sources, image missing
+
+`<https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-releases/pvgis-53_en>`_ 
+
+**demonstrations of ``weather.get`` for each type**
\ No newline at end of file

From 339f4705fee201a0b2083665da6e8db309d9c190 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Mon, 11 Nov 2024 19:29:52 -0700
Subject: [PATCH 068/109] spelling mistakes

---
 docs/source/user_guide/meteorological-data.rst | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/source/user_guide/meteorological-data.rst b/docs/source/user_guide/meteorological-data.rst
index b97ae586..ca29350e 100644
--- a/docs/source/user_guide/meteorological-data.rst
+++ b/docs/source/user_guide/meteorological-data.rst
@@ -3,7 +3,7 @@
 Meterological Data
 ==================
 
-PVDeg seeks to automate the tedious parts of degredation analysis by providing simple tools to work with weather data. 
+PVDeg seeks to automate the tedious parts of degradation analysis by providing simple tools to work with weather data. 
 ``pvdeg.weather.get`` seeks to unify this functionality into a simple function.
 
 The PVDeg tutorials and examples use two datasets, `NSRDB`_ and `PVGIS`_. These are serially complete data including meteorological data and solar radiation (irradiance) measurements.

From d0c8fb4fea16626ae6113296960ba31d3150b811 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Wed, 13 Nov 2024 16:07:39 -0700
Subject: [PATCH 069/109] GeospatialScenario instance kdtree

---
 pvdeg/scenario.py | 69 +++++++++++++++++++++++++++++++----------------
 1 file changed, 46 insertions(+), 23 deletions(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index a46555c8..569cbbe9 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1110,6 +1110,7 @@ def __init__(
         self.hpc = hpc
         self.func = func
         self.template = template
+        self.kdtree = None # sklearn kdtree
 
     def __eq__(self, other):
         raise NotImplementedError("""
@@ -1285,14 +1286,22 @@ def location_bounding_box(
 
         self.meta_data = self.meta_data.loc[bbox_gids]
 
+    def set_kdtree(self, kdtree = None) -> None:
+        """Initialize a kidtree and save it to the GeospatialScenario"""
+        if kdtree is None:
+            self.kdtree = pvdeg.geospatial.meta_KDtree(meta_df=self.meta_data)
+        else:
+            self.kdtree = kdtree
+
+
     def classify_mountains_radii(
         self,
-        kdtree,
         rad_1: Union[float, int] = 12,
         rad_2: Union[float, int] = 1,
         threshold_factor: Union[float, int] = 1.25,
         elevation_floor: Union[float, int] = 0,
         bbox_kwarg: Optional[dict] = {},
+        kdtree = None,
     ):
         """
         Find mountains from elevation metadata using sklearn kdtree for fast lookup.
@@ -1306,9 +1315,6 @@ def classify_mountains_radii(
         -----------
         meta_df : pd.DataFrame
             Dataframe of metadata as generated by pvdeg.weather.get for geospatial
-        kdtree : sklearn.neighbors.KDTree
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``
         rad_1 : float
             radius of the larger search area whose elevations are compared against
             the smaller search area. controls the kdtree query region.
@@ -1325,15 +1331,21 @@ def classify_mountains_radii(
         elevation_floor : int
             minimum inclusive elevation in meters. If a point has smaller location
             it will be clipped from result.
+        kdtree : sklearn.neighbors.KDTree
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``
 
         Returns:
         --------
         None, strictly updates meta_data attribute of geospatial scenari instance.
         """
 
+        self.set_kdtree(kdtree=kdtree)
+
         gids = pvdeg.geospatial.identify_mountains_radii(
             meta_df=self.meta_data,
-            kdtree=kdtree,
+            kdtree=self.kdtree,
             rad_1=rad_1,
             rad_2=rad_2,
             threshold_factor=threshold_factor,
@@ -1346,12 +1358,12 @@ def classify_mountains_radii(
 
     def classify_mountains_weights(
         self,
-        kdtree,
         threshold: int = 0,
         percentile: int = 75,
         k_neighbors: int = 3,
         method: str = "mean",
         normalization: str = "linear",
+        kdtree = None,
     ):
         """
         Add a column to the scenario meta_data dataframe containing a boolean
@@ -1360,10 +1372,6 @@ def classify_mountains_weights(
 
         Parameters:
         -----------
-        kdtree : sklearn.neighbors.KDTree or str
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
         threshold : float
             minimum weight that a mountain can be identifed.
             value between `[0,1]` (inclusive)
@@ -1379,6 +1387,11 @@ def classify_mountains_weights(
         normalization : str, (default = 'linear')
             function to apply when normalizing weights. Logarithmic uses log_e/ln
             options : `'linear'`, `'logarithmic'`, '`exponential'`
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
 
         Returns:
         --------
@@ -1388,9 +1401,12 @@ def classify_mountains_weights(
         ---------
         `pvdeg.geospatial.identify_mountains_weights`
         """
+
+        self.set_kdtree(kdtree=kdtree)
+
         gids = pvdeg.geospatial.identify_mountains_weights(
             meta_df=self.meta_data,
-            kdtree=kdtree,
+            kdtree=self.kdtree,
             threshold=threshold,
             percentile=percentile,
             k_neighbors=k_neighbors,
@@ -1403,17 +1419,13 @@ def classify_mountains_weights(
 
     def classify_feature(
         self,
-        kdtree=None,
         feature_name=None,
         resolution="10m",
         radius=None,
+        kdtree=None,
         bbox_kwarg={},
     ):
         """
-        kdtree : sklearn.neighbors.KDTree or str
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
         feature_name : str
             cartopy.feature.NaturalEarthFeature feature key.
             Options: ``'lakes'``, ``'rivers_lake_centerlines'``, ``'coastline'``
@@ -1424,6 +1436,11 @@ def classify_feature(
             Area around feature coordinates to include in the downsampled result.
             Bigger area means larger radius and more samples included.
             pass
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
 
         Returns:
         --------
@@ -1434,9 +1451,11 @@ def classify_feature(
         `pvdeg.geospatial.feature_downselect`
         """
 
+        self.set_kdtree(kdtree=kdtree)
+
         feature_gids = pvdeg.geospatial.feature_downselect(
             meta_df=self.meta_data,
-            kdtree=kdtree,
+            kdtree=self.kdtree,
             feature_name=feature_name,
             resolution=resolution,
             radius=radius,
@@ -1448,11 +1467,11 @@ def classify_feature(
 
     def downselect_elevation_stochastic(
         self,
-        kdtree,
         downselect_prop,
         k_neighbors=3,
         method="mean",
         normalization="linear",
+        kdtree = None,
     ):
         """
         Prefenetially downselect data points based on elevation and update
@@ -1460,10 +1479,6 @@ def downselect_elevation_stochastic(
 
         Parameters:
         -----------
-        kdtree : sklearn.neighbors.KDTree or str
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
         downselect_prop : float
             proportion of original datapoints to keep in output gids list
         k_neighbors : int, (default = 3)
@@ -1474,6 +1489,11 @@ def downselect_elevation_stochastic(
         normalization : str, (default = 'linear')
             function to apply when normalizing weights. Logarithmic uses $log_e$, $ln$
             options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
 
         Returns:
         --------
@@ -1483,9 +1503,12 @@ def downselect_elevation_stochastic(
         ---------
         `pvdeg.geospatial.elevation_stochastic_downselect` for more info/docs
         """
+
+        self.set_kdtree(kdtree=kdtree)
+
         gids = pvdeg.geospatial.elevation_stochastic_downselect(
             meta_df=self.meta_data,
-            kdtree=kdtree,
+            kdtree=self.kdtree,
             downselect_prop=downselect_prop,
             k_neighbors=k_neighbors,
             method=method,

From c266e3ca30337e2bcb169fa591a43fbd944041d7 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Wed, 13 Nov 2024 16:27:45 -0700
Subject: [PATCH 070/109] Re-organize: seperate Scenario, GeospatialScenario

---
 pvdeg/__init__.py           |    3 +-
 pvdeg/geospatialscenario.py | 1134 +++++++++++++++++++++++++++++++++++
 pvdeg/scenario.py           | 1129 +---------------------------------
 3 files changed, 1142 insertions(+), 1124 deletions(-)
 create mode 100644 pvdeg/geospatialscenario.py

diff --git a/pvdeg/__init__.py b/pvdeg/__init__.py
index 0b770fc6..20daa988 100644
--- a/pvdeg/__init__.py
+++ b/pvdeg/__init__.py
@@ -9,10 +9,11 @@
 from . import design
 from . import fatigue
 from . import geospatial
+from .geospatialscenario import GeospatialScenario
 from . import humidity
 from . import letid
 from . import montecarlo
-from .scenario import Scenario, GeospatialScenario
+from .scenario import Scenario
 from . import spectral
 from . import symbolic
 from . import standards
diff --git a/pvdeg/geospatialscenario.py b/pvdeg/geospatialscenario.py
new file mode 100644
index 00000000..e974760b
--- /dev/null
+++ b/pvdeg/geospatialscenario.py
@@ -0,0 +1,1134 @@
+"""Class to define an analysis geospatial scenario."""
+
+# cleanup imports
+import pvdeg
+from pvdeg import utilities
+
+import os
+import warnings
+import pandas as pd
+import xarray as xr
+import numpy as np
+import matplotlib.pyplot as plt
+from typing import List, Union, Optional, Callable
+from IPython.display import display, HTML
+import cartopy.crs as ccrs
+import cartopy.feature as cfeature
+
+from pvdeg.scenario import Scenario
+
+class GeospatialScenario(Scenario):
+    def __init__(
+        self,
+        name: str = None,
+        path: str = None,
+        gids: Optional[Union[list, np.ndarray]] = None,
+        modules: list = [],
+        pipeline: dict = {},
+        file=None,
+        results=None,
+        hpc=False,
+        geospatial=False,
+        weather_data: xr.Dataset = None,
+        meta_data: pd.DataFrame = None,
+        func: Callable = None,
+        template: xr.Dataset = None,
+    ):
+        super().__init__(
+            name=name,
+            path=path,
+            gids=gids,
+            modules=modules,
+            pipeline=pipeline,
+            file=file,
+            results=results,
+            weather_data=weather_data,
+            meta_data=meta_data,
+        )
+        self.geospatial = geospatial
+        self.hpc = hpc
+        self.func = func
+        self.template = template
+        self.kdtree = None # sklearn kdtree
+
+    def __eq__(self, other):
+        raise NotImplementedError("""
+            Cannot directly compare pvdeg.GeospatialScenario objects
+            due to larger than memory/out of memory datasets stored in 
+            GeospatialScenario.weather_data attribute.
+            """)
+                                 
+
+    # add restoring from gids functionality from nsrdb
+    def addLocation(
+        self,
+        country: Optional[str] = None,
+        state: Optional[str] = None,
+        county: Optional[str] = None,
+        year: int = 2022,
+        satellite: str = "Americas",
+        nsrdb_attributes: List[str] = [
+            "air_temperature",
+            "wind_speed",
+            "dhi",
+            "ghi",
+            "dni",
+            "relative_humidity",
+        ],
+        downsample_factor: int = 0,
+        gids: Optional[Union[int, List[int], np.ndarray]] = None,
+        bbox_kwarg: Optional[dict] = {},
+        see_added: bool = False,
+    ) -> None:
+        """
+        Add a location to the scenario. This can be done in three ways: Pass (region, region_col) for gid list.
+
+        Parameters:
+        -----------
+        country : str
+            country to include from NSRDB. Currently supports full string names only.
+            Either single string form or list of strings form.
+            Examples:
+            - ``country='United States'``
+            - ``country=['United States']``
+            - ``country=['Mexico', 'Canada']``
+
+        state : str
+            combination of states or provinces to include from NSRDB.
+            Supports two-letter codes for American states. Can mix two-letter
+            codes with full length strings. Can take single string, or list of strings (len >= 1)
+            Examples:
+            - ``state='Washington'``
+            - ``state=WA`` (state abbr is case insensitive)
+            - ``state=['CO', 'British Columbia']``
+
+        county : str
+            county to include from NSRDB. If duplicate county exists in two
+            states present in the ``state`` argument, both will be included.
+            If no state is provided
+        downsample_factor : int
+            downsample the weather and metadata attached to the region you have selected. default(0), means no downsampling
+        year : int
+            year of data to use from NSRDB, default = ``2022``
+        nsrdb_attributes : list(str)
+            list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).\
+            Default = ``['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']``
+        see_added : bool
+            flag true if you want to see a runtime notification for added location/gids
+        """
+
+        if self.gids is not None:
+            print(
+                "Scenario already has designated project points.\nNothing has been added."
+            )
+            print(self.gids)
+            return
+
+        weather_db = "NSRDB"
+        weather_arg = {
+            "satellite": satellite,
+            "names": year,
+            "NREL_HPC": True,
+            "attributes": nsrdb_attributes,
+        }
+
+        geo_weather, geo_meta = pvdeg.weather.get(
+            weather_db, geospatial=True, **weather_arg
+        )
+
+        if gids:
+            geo_meta = geo_meta.loc[gids]
+
+        if bbox_kwarg:
+            bbox_gids = pvdeg.geospatial.apply_bounding_box(geo_meta, **bbox_kwarg)
+            geo_meta = geo_meta.loc[bbox_gids]
+
+
+        #                Downselect by Region
+        # ======================================================
+
+        # string to list whole word list or keep list
+        toList = lambda s: s if isinstance(s, list) else [s]
+
+        if country:
+            countries = toList(country)
+            self._check_set(countries, set(geo_meta["country"]))
+            geo_meta = geo_meta[geo_meta["country"].isin(countries)]
+
+
+        if state:
+            states = toList(state)
+            states = [
+                pvdeg.utilities._get_state(entry) if len(entry) == 2 else entry
+                for entry in states
+            ]
+
+            self._check_set(states, set(geo_meta["state"]))
+            geo_meta = geo_meta[geo_meta["state"].isin(states)]
+
+
+        if county:
+            if isinstance(county, str):
+                county = toList(county)
+
+            self._check_set(county, set(geo_meta["county"]))
+            geo_meta = geo_meta[geo_meta["county"].isin(county)]
+        # ======================================================
+
+        geo_meta, geo_gids = pvdeg.utilities.gid_downsampling(
+            geo_meta, downsample_factor
+        )
+
+        self.weather_data = geo_weather
+        self.meta_data = geo_meta
+        self.gids = geo_gids
+
+        if see_added:
+            message = f"Gids Added - {self.gids}"
+            warnings.warn(message, UserWarning)
+
+        return
+
+    def location_bounding_box(
+        self,
+        coord_1: Optional[tuple[float]] = None,
+        coord_2: Optional[tuple[float]] = None,
+        coords: Optional[np.ndarray[float]] = None,
+    ) -> None:
+        """
+
+        Apply a latitude-longitude rectangular bounding box to
+        geospatial scenario metadata.
+
+        Parameters:
+        -----------
+        coord_1 : list, tuple
+            Top left corner of bounding box as lat-long coordinate pair as list or
+            tuple.
+        coord_2 : list, tuple
+            Bottom right corner of bounding box as lat-long coordinate pair in list
+            or tuple.
+        coords : np.array
+            2d tall numpy array of [lat, long] pairs. Bounding box around the most
+            extreme entries of the array. Alternative to providing top left and
+            bottom right box corners. Could be used to select amongst a subset of
+            data points. ex) Given all points for the planet, downselect based on
+            the most extreme coordinates for the United States coastline information.
+
+        Returns:
+        --------
+        None
+        """
+        bbox_gids = pvdeg.geospatial.apply_bounding_box(
+            self.meta_data, coord_1, coord_2, coords
+        )
+
+        self.meta_data = self.meta_data.loc[bbox_gids]
+
+    def set_kdtree(self, kdtree = None) -> None:
+        """Initialize a kidtree and save it to the GeospatialScenario"""
+        if kdtree is None:
+            self.kdtree = pvdeg.geospatial.meta_KDtree(meta_df=self.meta_data)
+        else:
+            self.kdtree = kdtree
+
+
+    def classify_mountains_radii(
+        self,
+        rad_1: Union[float, int] = 12,
+        rad_2: Union[float, int] = 1,
+        threshold_factor: Union[float, int] = 1.25,
+        elevation_floor: Union[float, int] = 0,
+        bbox_kwarg: Optional[dict] = {},
+        kdtree = None,
+    ):
+        """
+        Find mountains from elevation metadata using sklearn kdtree for fast lookup.
+        Compares a large area of points to a small area of points to find
+        significant changes in elevation representing mountains. Tweak the radii
+        to determine the sensitivity and noise. Bad radii cause the result to
+        become unstable quickly. kdtree can be generated using
+        ``pvdeg.geospatial.meta_KDTree``
+
+        Parameters:
+        -----------
+        meta_df : pd.DataFrame
+            Dataframe of metadata as generated by pvdeg.weather.get for geospatial
+        rad_1 : float
+            radius of the larger search area whose elevations are compared against
+            the smaller search area. controls the kdtree query region.
+        rad_2 : float
+            radius of the smaller search area whose elevations are compared to the
+            larger area. controls the kdtree query region.
+        threshold_factor : float
+            change the significance level of elevation difference between
+            small and large regions. Higher means terrain must be more extreme to
+            register as a mountain. Small changes result in large differences here.
+            When the left side of the expression is greater, the datapoint is
+            classified as a mountain.
+            ``local mean elevation > broad mean elevation * threshold_factor``
+        elevation_floor : int
+            minimum inclusive elevation in meters. If a point has smaller location
+            it will be clipped from result.
+        kdtree : sklearn.neighbors.KDTree
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``
+
+        Returns:
+        --------
+        None, strictly updates meta_data attribute of GeospatialScenario instance.
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        gids = pvdeg.geospatial.identify_mountains_radii(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            rad_1=rad_1,
+            rad_2=rad_2,
+            threshold_factor=threshold_factor,
+            elevation_floor=elevation_floor,
+            bbox_kwarg=bbox_kwarg,
+        )
+
+        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
+        return
+
+    def classify_mountains_weights(
+        self,
+        threshold: int = 0,
+        percentile: int = 75,
+        k_neighbors: int = 3,
+        method: str = "mean",
+        normalization: str = "linear",
+        kdtree = None,
+    ):
+        """
+        Add a column to the scenario meta_data dataframe containing a boolean
+        True or False value representing if the entry is a near a mountain.
+        Calculated from weights assigned during stochastic downselection.
+
+        Parameters:
+        -----------
+        threshold : float
+            minimum weight that a mountain can be identifed.
+            value between `[0,1]` (inclusive)
+        percentile : float, int, (default = 75)
+            mountain classification sensitivity. Calculates percentile of values
+            remaining after thresholding, weights above this percentile are
+            classified as mountains. value between `[0, 100]` (inclusive)
+        k_neighbors : int, (default = 3)
+            number of neighbors to check for elevation data in nearest neighbors
+        method : str, (default = 'mean')
+            method to calculate elevation weights for each point.
+            Options : `'mean'`, `'sum'`, `'median'`
+        normalization : str, (default = 'linear')
+            function to apply when normalizing weights. Logarithmic uses log_e/ln
+            options : `'linear'`, `'logarithmic'`, '`exponential'`
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
+
+        Returns:
+        --------
+        None, strictly updates meta_data attribute of scenario.
+
+        See Also:
+        ---------
+        `pvdeg.geospatial.identify_mountains_weights`
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        gids = pvdeg.geospatial.identify_mountains_weights(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            threshold=threshold,
+            percentile=percentile,
+            k_neighbors=k_neighbors,
+            method=method,
+            normalization=normalization,
+        )
+
+        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
+        return
+
+    def classify_feature(
+        self,
+        feature_name=None,
+        resolution="10m",
+        radius=None,
+        kdtree=None,
+        bbox_kwarg={},
+    ):
+        """
+        feature_name : str
+            cartopy.feature.NaturalEarthFeature feature key.
+            Options: ``'lakes'``, ``'rivers_lake_centerlines'``, ``'coastline'``
+        resolution : str
+            cartopy.feature.NaturalEarthFeature resolution.
+            Options: ``'10m'``, ``'50m'``, ``'110m'``
+        radius : float
+            Area around feature coordinates to include in the downsampled result.
+            Bigger area means larger radius and more samples included.
+            pass
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
+
+        Returns:
+        --------
+        None, strictly updates meta_data attribute of scenario.
+
+        See Also:
+        ---------
+        `pvdeg.geospatial.feature_downselect`
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        feature_gids = pvdeg.geospatial.feature_downselect(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            feature_name=feature_name,
+            resolution=resolution,
+            radius=radius,
+            bbox_kwarg=bbox_kwarg,
+        )
+
+        self.meta_data[feature_name] = (self.meta_data.index).isin(feature_gids)
+        return
+
+    def downselect_elevation_stochastic(
+        self,
+        downselect_prop,
+        k_neighbors=3,
+        method="mean",
+        normalization="linear",
+        kdtree = None,
+    ):
+        """
+        Prefenetially downselect data points based on elevation and update
+        scenario metadata.
+
+        Parameters:
+        -----------
+        downselect_prop : float
+            proportion of original datapoints to keep in output gids list
+        k_neighbors : int, (default = 3)
+            number of neighbors to check for elevation data in nearest neighbors
+        method : str, (default = 'mean')
+            method to calculate elevation weights for each point.
+            Options : `'mean'`, `'sum'`, `'median'`
+        normalization : str, (default = 'linear')
+            function to apply when normalizing weights. Logarithmic uses $log_e$, $ln$
+            options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
+
+        Returns:
+        --------
+        None
+
+        See Also:
+        ---------
+        `pvdeg.geospatial.elevation_stochastic_downselect` for more info/docs
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        gids = pvdeg.geospatial.elevation_stochastic_downselect(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            downselect_prop=downselect_prop,
+            k_neighbors=k_neighbors,
+            method=method,
+            normalization=normalization,
+        )
+
+        self.meta_data = self.meta_data.iloc[gids]
+        return
+
+    def gid_downsample(self, downsample_factor: int) -> None:
+        """
+        Downsample the NSRDB GID grid by a factor of n
+
+        Returns:
+        --------
+        None
+
+        See Also:
+        ---------
+        `pvdeg.utilities.gid_downsample`
+        """
+        self.meta_data, _ = utilities.gid_downsampling(
+            meta=self.meta_data, n=downsample_factor
+        )
+
+    def gids_tonumpy(self) -> np.array:
+        """
+        Convert the scenario's gids to a numpy array
+
+        Returns:
+        --------
+        gids : np.array
+            all nsrdb gids from the scenario's metadata
+        """
+        return self.meta_data.index
+
+    def gids_tolist(self) -> np.array:
+        """
+        Convert the scenario's gids to a python list
+
+        Returns:
+        --------
+        gids : np.array
+            all nsrdb gids from the scenario's metadata
+        """
+        return list(self.meta_data.index)
+
+    def coords_tonumpy(self) -> np.array:
+        """
+        Create a tall 2d numpy array of gids of the shape
+        ```
+        [
+            [lat, long],
+                ...
+            [lat, long]
+        ]
+        ```
+        Returns:
+        --------
+        coords : np.array
+            tall numpy array of lat-long pairs
+        """
+        coords = np.column_stack(
+            self.meta_data["latitude"], self.meta_data["longitude"]
+        )
+
+        return coords
+
+    def get_geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
+        """
+        Extract the geospatial weather dataset and metadata dataframe from the scenario object
+
+        Example Use:
+        >>> geo_weather, geo_meta = GeospatialScenario.geospatial_data()
+
+        This gets us the result we would use in the traditional pvdeg geospatial approach.
+
+        Parameters:
+        -----------
+        None
+
+        Returns:
+        --------
+        (weather_data, meta_data): tuple[xr.Dataset, pd.DataFrame]
+            A tuple of weather data as an `xarray.Dataset` and the corresponding meta data as a dataframe.
+        """
+        # downsample here, not done already happens at pipeline runtime
+        geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index).chunk(
+            chunks={"time": -1, "gid": 50}
+        )
+        return geo_weather_sub, self.meta_data
+
+    # @dispatch(xr.Dataset, pd.DataFrame)
+    def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) -> None:
+        """
+        Parameters:
+        -----------
+        weather_ds : xarray.Dataset
+            Dataset containing weather data for a block of gids.
+        meta_df : pandas.DataFrame
+            DataFrame containing meta data for a block of gids.
+
+        Modifies:
+        ----------
+        self.weather_data
+            sets to weather_ds
+        self.meta_data
+            sets to meta_df
+        """
+        self.weather_data, self.meta_data = weather_ds, meta_df
+
+    def addJob(
+        self,
+        func: Callable,
+        template: xr.Dataset = None,
+        func_params: dict = {},
+        see_added: bool = False
+    ) -> None:
+        """
+        Add a pvdeg geospatial function to the scenario pipeline. If no template is provided, `addJob` attempts to use `geospatial.auto_template` this will raise an 
+
+        Parameters:
+        -----------
+        func : function
+            pvdeg function to use for geospatial analysis. 
+        template : xarray.Dataset
+            Template for output data. Only required if a function is not supported by `geospatial.auto_template`.
+        func_params : dict
+            job specific keyword argument dictionary to provide to the function
+        see_added : bool
+            set flag to get a userWarning notifying the user of the job added
+            to the pipeline in method call. ``default = False``
+        """
+
+        if template is None:
+
+            # take the weather datapoints specified by metadata and create a template based on them.
+            self.weather_data = self.weather_data.sel(gid=self.meta_data.index)
+            template = pvdeg.geospatial.auto_template(func=func, ds_gids=self.weather_data)
+
+        self.template = template
+        self.func = func
+        self.func_params = func_params
+
+        if see_added:
+            message = f"{func.__name__} added to scenario with arguments {func_params} using template: {template}"
+            warnings.warn(message, UserWarning)
+
+
+
+    def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
+        """
+        Run the geospatial scenario stored in the geospatial scenario object.
+
+        Only supports one function at a time. Unlike `Scenario` which supports unlimited conventional pipeline jobs.
+        Results are stored in the `GeospatialScenario.results` attribute.
+
+        Creates a dask cluster or client using the hpc_worker_conf parameter.
+
+        Parameters:
+        -----------
+        hpc_worker_conf : dict
+            Dictionary containing dask hpc settings (see examples below).
+
+            Examples
+            --------
+            Local cluster:
+
+            .. code-block:: python
+
+                hpc = {'manager': 'local',
+                    'n_workers': 1,
+                    'threads_per_worker': 8,
+                    'memory_limit': '10GB'}
+
+            SLURM cluster:
+
+            .. code-block:: python
+
+                kestrel = {
+                    'manager': 'slurm',
+                    'n_jobs': 1,  # Max number of nodes used for parallel processing
+                    'cores': 104,
+                    'memory': '246GB',
+                    'account': 'pvsoiling',
+                    'walltime': '4:00:00',
+                    'processes': 52,
+                    'local_directory': '/tmp/scratch',
+                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
+                    'death_timeout': 600,}
+        """
+        client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
+
+        analysis_result = pvdeg.geospatial.analysis(
+            weather_ds=self.weather_data,
+            meta_df=self.meta_data,
+            func=self.func,
+            template=self.template, # provided or generated via autotemplate in GeospatialScenario.addJob
+        )
+
+        self.results = analysis_result
+
+        client.shutdown()
+
+    def restore_result_gids(self):
+        """
+        Restore gids to result Dataset as datavariable from original metadata.
+        Assumes results will be in the same order as input metadata rows.
+        Otherwise will fail silently and restore incorrect gids
+        """
+
+        flattened = self.results.stack(points=("latitude", "longitude"))
+
+        gids = self.meta_data.index.values
+
+        # Create a DataArray with the gids and assign it to the Dataset
+        gids_da = xr.DataArray(gids, coords=[flattened["points"]], name="gids")
+
+        # Unstack the DataArray to match the original dimensions of the Dataset
+        gids_da = gids_da.unstack("points")
+
+        self.results = self.results.assign(gids=gids_da)
+
+    def _get_geospatial_data(year: int):
+        """
+        Helper function. gets geospatial weather dataset and metadata dictionary.
+
+        Parameters
+        ----------
+        Year : int
+            select the year of data to take from the NSRDB
+
+        Returns
+        --------
+        weather_ds : xarray.Dataset
+            dataset with coordinates of gid and time and weather data as datavariables
+        meta_df : pd.DataFrame
+            dataframe with each row representing the metadata of each gid in the dataset
+        """
+        weather_db = "NSRDB"
+
+        weather_arg = {
+            "satellite": "Americas",
+            "names": year,
+            "NREL_HPC": True,
+            # 'attributes': ['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']}
+            "attributes": [],  # does having do atributes break anything, should we just pick one
+        }
+
+        weather_ds, meta_df = pvdeg.weather.get(
+            weather_db, geospatial=True, **weather_arg
+        )
+
+        return weather_ds, meta_df
+
+    def getValidRegions(
+        self,
+        country: Optional[str] = None,
+        state: Optional[str] = None,
+        county: Optional[str] = None,
+        target_region: Optional[str] = None,
+    ):
+        """
+        Gets all valid region names in the NSRDB. Only works on hpc
+
+        Arguments
+        ---------
+        country : str, optional
+        state : str, optional
+        country : str, optional
+        target_region : str
+            Select return field. Options ``country``, ``state``, ``county``.
+
+        Returns
+        -------
+        valid_regions : numpy.ndarray
+            list of strings representing all unique region entries in the nsrdb.
+        """
+
+        if not self.geospatial:  # add hpc check
+            return AttributeError(
+                f"self.geospatial should be True. Current value = {self.geospatial}"
+            )
+
+        # discard_weather, meta_df = Scenario._get_geospatial_data(year=2022)
+        discard_weather, meta_df = self._get_geospatial_data(year=2022)
+
+        if country:
+            meta_df = meta_df[meta_df["country"] == country]
+        if state:
+            meta_df = meta_df[meta_df["state"] == state]
+        if county:
+            meta_df = meta_df[meta_df["county"] == county]
+
+        return meta_df[target_region].unique()
+
+    def plot(self):
+        """
+        Not Usable in GeospatialScenario class instance, only in Scenario instance.
+        python has no way to hide a parent class method in the child,
+        so this only exists to prevent access
+        """
+        raise AttributeError(
+            "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
+        )
+
+    import matplotlib
+
+    def plot_coords(
+        self,
+        coord_1: Optional[tuple[float]] = None,
+        coord_2: Optional[tuple[float]] = None,
+        coords: Optional[np.ndarray[float]] = None,
+        size: Union[int, float] = 1,
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        """
+        Plot lat-long coordinate pairs on blank map. Quickly view
+        geospatial datapoints before your analysis.
+
+        Parameters:
+        -----------
+        coord_1 : list, tuple
+            Top left corner of bounding box as lat-long coordinate pair as list or
+            tuple.
+        coord_2 : list, tuple
+            Bottom right corner of bounding box as lat-long coordinate pair in list
+            or tuple.
+        coords : np.array
+            2d tall numpy array of [lat, long] pairs. Bounding box around the most
+            extreme entries of the array. Alternative to providing top left and
+            bottom right box corners. Could be used to select amongst a subset of
+            data points. ex) Given all points for the planet, downselect based on
+            the most extreme coordinates for the United States coastline information.
+        size : float
+            matplotlib scatter point size. Without any downsampling NSRDB
+            points will siginficantly overlap.
+
+        Returns:
+        --------
+        fig, ax
+            matplotlib figure and axis
+        """
+        fig = plt.figure(figsize=(15, 10))
+        ax = plt.axes(projection=ccrs.PlateCarree())
+
+        if (coord_1 and coord_2) or (coords != None):
+            utilities._plot_bbox_corners(
+                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
+            )
+
+        utilities._add_cartopy_features(ax=ax)
+
+        ax.scatter(
+            self.meta_data["longitude"],
+            self.meta_data["latitude"],
+            color="black",
+            s=size,
+            transform=ccrs.PlateCarree(),
+        )
+
+        plt.title(f"Coordinate Pairs from '{self.name}' Meta Data")
+        plt.show()
+
+        return fig, ax
+
+
+    def plot_meta_classification(
+        self,
+        col_name: str = None,
+        coord_1: Optional[tuple[float]] = None,
+        coord_2: Optional[tuple[float]] = None,
+        coords: Optional[np.ndarray[float]] = None,
+        size: Union[int, float] = 1,
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        """
+        Plot classified lat-long coordinate pairs on map. Quicly view
+        geospatial datapoints with binary classification in a meta_data
+        dataframe column before your analysis.
+
+        Parameters:
+        -----------
+        col_name : str
+            Column containing binary classification data. Ex: `mountain` after
+            running ``downselect_mountains_weights``.
+        coord_1 : list, tuple
+            Top left corner of bounding box as lat-long coordinate pair as list or
+            tuple.
+        coord_2 : list, tuple
+            Bottom right corner of bounding box as lat-long coordinate pair in list
+            or tuple.
+        coords : np.array
+            2d tall numpy array of [lat, long] pairs. Bounding box around the most
+            extreme entries of the array. Alternative to providing top left and
+            bottom right box corners. Could be used to select amongst a subset of
+            data points. ex) Given all points for the planet, downselect based on
+            the most extreme coordinates for the United States coastline information.
+        size : float
+            matplotlib scatter point size. Without any downsampling NSRDB
+            points will siginficantly overlap.
+
+        Returns:
+        --------
+        fig, ax
+            matplotlib figure and axis
+        """
+        if not col_name:
+            raise ValueError("col_name cannot be none")
+
+        if col_name not in self.meta_data.columns:
+            raise ValueError(
+                f"{col_name} not in self.meta_data columns as follows {self.meta_data.columns}"
+            )
+
+        col_dtype = self.meta_data[col_name].dtype
+        if col_dtype != bool:
+            raise ValueError(
+                f"meta_data column {col_name} expected dtype bool not {col_dtype}"
+            )
+
+        near = self.meta_data[self.meta_data[col_name] == True]
+        not_near = self.meta_data[self.meta_data[col_name] == False]
+
+        fig = plt.figure(figsize=(15, 10))
+        ax = plt.axes(projection=ccrs.PlateCarree())
+
+        if (coord_1 and coord_2) or (coords != None):
+            utilities._plot_bbox_corners(
+                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
+            )
+        utilities._add_cartopy_features(ax=ax)
+
+        ax.scatter(
+            not_near["longitude"],
+            not_near["latitude"],
+            color="red",
+            s=size,
+            transform=ccrs.PlateCarree(),
+            label=f"Not Near {col_name}",
+        )
+        ax.scatter(
+            near["longitude"],
+            near["latitude"],
+            color="blue",
+            s=size,
+            transform=ccrs.PlateCarree(),
+            label=f"Near {col_name}",
+        )
+
+        plt.title(f"Geographic Points with Proximity to {col_name} Highlighted")
+        plt.legend()
+        plt.show()
+
+        return fig, ax
+
+    def plot_world(
+        self,
+        data_variable: str,
+        cmap: str = "viridis",
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        da = (self.results)[data_variable]
+
+        fig, ax = plt.subplots(
+            figsize=(10, 6), subplot_kw={"projection": ccrs.PlateCarree()}
+        )
+
+        da.plot(ax=ax, transform=ccrs.PlateCarree(), cmap=cmap)
+        ax.set_extent([-180, 180, -90, 90], crs=ccrs.PlateCarree())
+
+        ax.coastlines()
+        ax.add_feature(cfeature.BORDERS)
+        ax.gridlines(draw_labels=True)
+
+        ax.add_feature(cfeature.LAND)
+        ax.add_feature(cfeature.OCEAN)
+        ax.add_feature(cfeature.LAKES, edgecolor="black")
+        plt.show()
+
+        return fig, ax
+
+    # test this
+    def plot_USA(
+        self,
+        data_from_result: str,
+        fpath: str = None,
+        cmap: str = "viridis",
+        vmin: Union[int, float] = 0,
+        vmax: Optional[Union[int, float]] = None,
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        """
+        Plot a vizualization of the geospatial scenario result.
+        Only works on geospatial scenarios.
+
+        Parameters
+        ----------
+        data_from_result : str
+            select the datavariable to plot from the result xarray
+        fpath : str
+            path to save plot output on, saves to current directory if ``None``
+        cmap : str
+            colormap to use in plot
+        vmin : int
+            lower bound on values in linear color map
+        vmax : int
+            upper bound on values in linear color map
+        """
+
+        if not self.geospatial:
+            return False
+
+        fig, ax = pvdeg.geospatial.plot_USA(
+            self.results[data_from_result],
+            cmap=cmap,
+            vmin=vmin,
+            vmax=vmax,
+            title="add_dynamic_title",
+            cb_title=f"dynamic title : {data_from_result}",
+        )
+
+        fpath if fpath else [f"os.getcwd/{self.name}-{self.results[data_from_result]}"]
+        fig.savefig()
+
+        return fig, ax
+
+
+    def _check_set(self, iterable, to_check: set):
+        """Check if iterable is a subset of to_check"""
+        if not isinstance(iterable, set):
+            iterable = set(iterable)
+
+        if not iterable.issubset(to_check):
+            raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
+
+    
+    # GeospatialScenario no longer uses pipeline, instead job attributes are stored in attrbutes "func", "template"
+    # def format_pipeline(self):
+    #     pipeline_html = "<div>"
+    #     if "geospatial_job" in self.pipeline:
+    #         step_name = "geospatial_job"
+    #         step = self.pipeline[step_name]
+    #         params_html = f"<pre>{json.dumps(step['params'], indent=2)}</pre>"
+
+    #         step_content = f"""
+    #         <div id="{step_name}" onclick="toggleVisibility('pipeline_{step_name}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+    #             <h4 style="font-family: monospace; margin: 0;">
+    #                 <span id="arrow_pipeline_{step_name}" style="color: #b676c2;">►</span>
+    #                 {step['job'].__name__}, <span style="color: #b676c2;">#{step_name}</span>
+    #             </h4>
+    #         </div>
+    #         <div id="pipeline_{step_name}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
+    #             <p>Job: {step['job'].__name__}</p>
+    #             <p>Parameters:</p>
+    #             <div style="margin-left: 20px;">
+    #                 {params_html}
+    #             </div>
+    #         </div>
+    #         """
+    #         pipeline_html += step_content
+    #     pipeline_html += "</div>"
+    #     return pipeline_html
+
+    def _ipython_display_(self):
+        file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
+        html_content = f"""
+        <div style="border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;">
+            <h2>{self.name}: Scenario Analysis</h2>
+            <p><strong>Path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
+            <p><strong>HPC Configuration:</strong> {self.hpc}</p>
+            <p><strong>GIDs:</strong> {self.gids}</p>
+            <div>
+                <h3>Results</h3>
+                {self.format_results() if self.results else None}
+            </div>
+            <div>
+                <h3>Geospatial Job</h3>
+                Function : {self.func.__name__}
+                {self.format_template()}
+            </div>
+            <div>
+                <h3>Modules</h3>
+                {super().format_modules()}
+            </div>
+            <div>
+                <h3>Weather Dataset</h3>
+                {self.format_geo_weather()}
+            </div>
+            <div>
+                <h3>Meta Dataframe</h3>
+                {self.format_geo_meta()}
+            </div>
+        </div>
+        <script>
+            function toggleVisibility(id) {{
+                var content = document.getElementById(id);
+                var arrow = document.getElementById('arrow_' + id);
+                if (content.style.display === 'none') {{
+                    content.style.display = 'block';
+                    arrow.innerHTML = '▼';
+                }} else {{
+                    content.style.display = 'none';
+                    arrow.innerHTML = '►';
+                }}
+            }}
+        </script>
+        """
+        display(HTML(html_content))
+
+    def format_results(self):
+        results_html = "<div>"
+        if "geospatial_job" in self.results:
+            result = self.results["geospatial_job"]
+            result_id = "geospatial_result"
+            formatted_output = self.format_output(result)
+            result_content = f"""
+            <div id="{result_id}" onclick="toggleVisibility('content_{result_id}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_{result_id}" style="color: #b676c2;">►</span>
+                    Geospatial Result
+                </h4>
+            </div>
+            <div id="content_{result_id}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
+                {formatted_output}
+            </div>
+            """
+            results_html += result_content
+        results_html += "</div>"
+        return results_html
+
+    def format_geo_meta(self):
+        meta_data_html = ""
+
+        if self.meta_data is not None:
+
+            meta_data_html = f"""
+            <div id="meta_data" onclick="toggleVisibility('content_meta_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_meta_data" style="color: #b676c2;">►</span>
+                    Meta Data
+                </h4>
+            </div>
+            <div id="content_meta_data" style="display:none; margin-left: 20px; padding: 5px;">
+                {self.meta_data._repr_html_()}
+            </div>
+            """
+
+        return meta_data_html
+
+    def format_template(self):
+        template_html = ""
+
+        if self.meta_data is not None:
+
+            template_html = f"""
+            <div id="template" onclick="toggleVisibility('content_template')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_template" style="color: #b676c2;">►</span>
+                    Template
+                </h4>
+            </div>
+            <div id="content_template" style="display:none; margin-left: 20px; padding: 5px;">
+                {self.template._repr_html_()}
+            </div>
+            """
+
+        return template_html
+
+    def format_geo_weather(self):
+        weather_data_html = ""
+
+        if self.weather_data is not None:
+
+            weather_data_html = f"""
+            <div id="weather_data" onclick="toggleVisibility('content_weather_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_weather_data" style="color: #b676c2;">►</span>
+                    Weather Data
+                </h4>
+            </div>
+            <div>
+            <div id="content_weather_data" style="display:none; margin-left: 20px; padding: 5px>
+                {self.weather_data._repr_html_()}
+            </div>
+            """
+
+        return weather_data_html
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 569cbbe9..e55da411 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1,6 +1,7 @@
 """Class to define an analysis scenario."""
 
-import matplotlib.axes
+# cleanup imports
+# import matplotlib.axes
 import matplotlib.figure
 import pvdeg
 from pvdeg import utilities
@@ -18,13 +19,12 @@
 import matplotlib.pyplot as plt
 from collections import OrderedDict
 from copy import deepcopy
-from typing import List, Union, Optional, Tuple, Callable, overload
+from typing import List, Union, Optional, Tuple, Callable
 from functools import partial
 import pprint
 from IPython.display import display, HTML
-import cartopy.crs as ccrs
-import cartopy.feature as cfeature
-
+# import cartopy.crs as ccrs
+# import cartopy.feature as cfeature
 
 class Scenario:
     """
@@ -1075,1121 +1075,4 @@ def format_pipeline(self):
             """
             pipeline_html += step_content
         pipeline_html += "</div>"
-        return pipeline_html
-
-
-class GeospatialScenario(Scenario):
-    def __init__(
-        self,
-        name: str = None,
-        path: str = None,
-        gids: Optional[Union[list, np.ndarray]] = None,
-        modules: list = [],
-        pipeline: dict = {},
-        file=None,
-        results=None,
-        hpc=False,
-        geospatial=False,
-        weather_data: xr.Dataset = None,
-        meta_data: pd.DataFrame = None,
-        func: Callable = None,
-        template: xr.Dataset = None,
-    ):
-        super().__init__(
-            name=name,
-            path=path,
-            gids=gids,
-            modules=modules,
-            pipeline=pipeline,
-            file=file,
-            results=results,
-            weather_data=weather_data,
-            meta_data=meta_data,
-        )
-        self.geospatial = geospatial
-        self.hpc = hpc
-        self.func = func
-        self.template = template
-        self.kdtree = None # sklearn kdtree
-
-    def __eq__(self, other):
-        raise NotImplementedError("""
-            Cannot directly compare pvdeg.GeospatialScenario objects
-            due to larger than memory/out of memory datasets stored in 
-            GeospatialScenario.weather_data attribute.
-            """)
-                                 
-
-    # add restoring from gids functionality from nsrdb
-    def addLocation(
-        self,
-        country: Optional[str] = None,
-        state: Optional[str] = None,
-        county: Optional[str] = None,
-        year: int = 2022,
-        satellite: str = "Americas",
-        nsrdb_attributes: List[str] = [
-            "air_temperature",
-            "wind_speed",
-            "dhi",
-            "ghi",
-            "dni",
-            "relative_humidity",
-        ],
-        downsample_factor: int = 0,
-        gids: Optional[Union[int, List[int], np.ndarray]] = None,
-        bbox_kwarg: Optional[dict] = {},
-        see_added: bool = False,
-    ) -> None:
-        """
-        Add a location to the scenario. This can be done in three ways: Pass (region, region_col) for gid list.
-
-        Parameters:
-        -----------
-        country : str
-            country to include from NSRDB. Currently supports full string names only.
-            Either single string form or list of strings form.
-            Examples:
-            - ``country='United States'``
-            - ``country=['United States']``
-            - ``country=['Mexico', 'Canada']``
-
-        state : str
-            combination of states or provinces to include from NSRDB.
-            Supports two-letter codes for American states. Can mix two-letter
-            codes with full length strings. Can take single string, or list of strings (len >= 1)
-            Examples:
-            - ``state='Washington'``
-            - ``state=WA`` (state abbr is case insensitive)
-            - ``state=['CO', 'British Columbia']``
-
-        county : str
-            county to include from NSRDB. If duplicate county exists in two
-            states present in the ``state`` argument, both will be included.
-            If no state is provided
-        downsample_factor : int
-            downsample the weather and metadata attached to the region you have selected. default(0), means no downsampling
-        year : int
-            year of data to use from NSRDB, default = ``2022``
-        nsrdb_attributes : list(str)
-            list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).\
-            Default = ``['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']``
-        see_added : bool
-            flag true if you want to see a runtime notification for added location/gids
-        """
-
-        if self.gids is not None:
-            print(
-                "Scenario already has designated project points.\nNothing has been added."
-            )
-            print(self.gids)
-            return
-
-        weather_db = "NSRDB"
-        weather_arg = {
-            "satellite": satellite,
-            "names": year,
-            "NREL_HPC": True,
-            "attributes": nsrdb_attributes,
-        }
-
-        geo_weather, geo_meta = pvdeg.weather.get(
-            weather_db, geospatial=True, **weather_arg
-        )
-
-        if gids:
-            geo_meta = geo_meta.loc[gids]
-
-        if bbox_kwarg:
-            bbox_gids = pvdeg.geospatial.apply_bounding_box(geo_meta, **bbox_kwarg)
-            geo_meta = geo_meta.loc[bbox_gids]
-
-
-        #                Downselect by Region
-        # ======================================================
-
-        # string to list whole word list or keep list
-        toList = lambda s: s if isinstance(s, list) else [s]
-
-        if country:
-            countries = toList(country)
-            self._check_set(countries, set(geo_meta["country"]))
-            geo_meta = geo_meta[geo_meta["country"].isin(countries)]
-
-
-        if state:
-            states = toList(state)
-            states = [
-                pvdeg.utilities._get_state(entry) if len(entry) == 2 else entry
-                for entry in states
-            ]
-
-            self._check_set(states, set(geo_meta["state"]))
-            geo_meta = geo_meta[geo_meta["state"].isin(states)]
-
-
-        if county:
-            if isinstance(county, str):
-                county = toList(county)
-
-            self._check_set(county, set(geo_meta["county"]))
-            geo_meta = geo_meta[geo_meta["county"].isin(county)]
-        # ======================================================
-
-        geo_meta, geo_gids = pvdeg.utilities.gid_downsampling(
-            geo_meta, downsample_factor
-        )
-
-        self.weather_data = geo_weather
-        self.meta_data = geo_meta
-        self.gids = geo_gids
-
-        if see_added:
-            message = f"Gids Added - {self.gids}"
-            warnings.warn(message, UserWarning)
-
-        return
-
-    def location_bounding_box(
-        self,
-        coord_1: Optional[tuple[float]] = None,
-        coord_2: Optional[tuple[float]] = None,
-        coords: Optional[np.ndarray[float]] = None,
-    ) -> None:
-        """
-
-        Apply a latitude-longitude rectangular bounding box to
-        geospatial scenario metadata.
-
-        Parameters:
-        -----------
-        coord_1 : list, tuple
-            Top left corner of bounding box as lat-long coordinate pair as list or
-            tuple.
-        coord_2 : list, tuple
-            Bottom right corner of bounding box as lat-long coordinate pair in list
-            or tuple.
-        coords : np.array
-            2d tall numpy array of [lat, long] pairs. Bounding box around the most
-            extreme entries of the array. Alternative to providing top left and
-            bottom right box corners. Could be used to select amongst a subset of
-            data points. ex) Given all points for the planet, downselect based on
-            the most extreme coordinates for the United States coastline information.
-
-        Returns:
-        --------
-        None
-        """
-        bbox_gids = pvdeg.geospatial.apply_bounding_box(
-            self.meta_data, coord_1, coord_2, coords
-        )
-
-        self.meta_data = self.meta_data.loc[bbox_gids]
-
-    def set_kdtree(self, kdtree = None) -> None:
-        """Initialize a kidtree and save it to the GeospatialScenario"""
-        if kdtree is None:
-            self.kdtree = pvdeg.geospatial.meta_KDtree(meta_df=self.meta_data)
-        else:
-            self.kdtree = kdtree
-
-
-    def classify_mountains_radii(
-        self,
-        rad_1: Union[float, int] = 12,
-        rad_2: Union[float, int] = 1,
-        threshold_factor: Union[float, int] = 1.25,
-        elevation_floor: Union[float, int] = 0,
-        bbox_kwarg: Optional[dict] = {},
-        kdtree = None,
-    ):
-        """
-        Find mountains from elevation metadata using sklearn kdtree for fast lookup.
-        Compares a large area of points to a small area of points to find
-        significant changes in elevation representing mountains. Tweak the radii
-        to determine the sensitivity and noise. Bad radii cause the result to
-        become unstable quickly. kdtree can be generated using
-        ``pvdeg.geospatial.meta_KDTree``
-
-        Parameters:
-        -----------
-        meta_df : pd.DataFrame
-            Dataframe of metadata as generated by pvdeg.weather.get for geospatial
-        rad_1 : float
-            radius of the larger search area whose elevations are compared against
-            the smaller search area. controls the kdtree query region.
-        rad_2 : float
-            radius of the smaller search area whose elevations are compared to the
-            larger area. controls the kdtree query region.
-        threshold_factor : float
-            change the significance level of elevation difference between
-            small and large regions. Higher means terrain must be more extreme to
-            register as a mountain. Small changes result in large differences here.
-            When the left side of the expression is greater, the datapoint is
-            classified as a mountain.
-            ``local mean elevation > broad mean elevation * threshold_factor``
-        elevation_floor : int
-            minimum inclusive elevation in meters. If a point has smaller location
-            it will be clipped from result.
-        kdtree : sklearn.neighbors.KDTree
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``
-
-        Returns:
-        --------
-        None, strictly updates meta_data attribute of geospatial scenari instance.
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        gids = pvdeg.geospatial.identify_mountains_radii(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            rad_1=rad_1,
-            rad_2=rad_2,
-            threshold_factor=threshold_factor,
-            elevation_floor=elevation_floor,
-            bbox_kwarg=bbox_kwarg,
-        )
-
-        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
-        return
-
-    def classify_mountains_weights(
-        self,
-        threshold: int = 0,
-        percentile: int = 75,
-        k_neighbors: int = 3,
-        method: str = "mean",
-        normalization: str = "linear",
-        kdtree = None,
-    ):
-        """
-        Add a column to the scenario meta_data dataframe containing a boolean
-        True or False value representing if the entry is a near a mountain.
-        Calculated from weights assigned during stochastic downselection.
-
-        Parameters:
-        -----------
-        threshold : float
-            minimum weight that a mountain can be identifed.
-            value between `[0,1]` (inclusive)
-        percentile : float, int, (default = 75)
-            mountain classification sensitivity. Calculates percentile of values
-            remaining after thresholding, weights above this percentile are
-            classified as mountains. value between `[0, 100]` (inclusive)
-        k_neighbors : int, (default = 3)
-            number of neighbors to check for elevation data in nearest neighbors
-        method : str, (default = 'mean')
-            method to calculate elevation weights for each point.
-            Options : `'mean'`, `'sum'`, `'median'`
-        normalization : str, (default = 'linear')
-            function to apply when normalizing weights. Logarithmic uses log_e/ln
-            options : `'linear'`, `'logarithmic'`, '`exponential'`
-        kdtree : sklearn.neighbors.KDTree or str
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
-
-        Returns:
-        --------
-        None, strictly updates meta_data attribute of scenario.
-
-        See Also:
-        ---------
-        `pvdeg.geospatial.identify_mountains_weights`
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        gids = pvdeg.geospatial.identify_mountains_weights(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            threshold=threshold,
-            percentile=percentile,
-            k_neighbors=k_neighbors,
-            method=method,
-            normalization=normalization,
-        )
-
-        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
-        return
-
-    def classify_feature(
-        self,
-        feature_name=None,
-        resolution="10m",
-        radius=None,
-        kdtree=None,
-        bbox_kwarg={},
-    ):
-        """
-        feature_name : str
-            cartopy.feature.NaturalEarthFeature feature key.
-            Options: ``'lakes'``, ``'rivers_lake_centerlines'``, ``'coastline'``
-        resolution : str
-            cartopy.feature.NaturalEarthFeature resolution.
-            Options: ``'10m'``, ``'50m'``, ``'110m'``
-        radius : float
-            Area around feature coordinates to include in the downsampled result.
-            Bigger area means larger radius and more samples included.
-            pass
-        kdtree : sklearn.neighbors.KDTree or str
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
-
-        Returns:
-        --------
-        None, strictly updates meta_data attribute of scenario.
-
-        See Also:
-        ---------
-        `pvdeg.geospatial.feature_downselect`
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        feature_gids = pvdeg.geospatial.feature_downselect(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            feature_name=feature_name,
-            resolution=resolution,
-            radius=radius,
-            bbox_kwarg=bbox_kwarg,
-        )
-
-        self.meta_data[feature_name] = (self.meta_data.index).isin(feature_gids)
-        return
-
-    def downselect_elevation_stochastic(
-        self,
-        downselect_prop,
-        k_neighbors=3,
-        method="mean",
-        normalization="linear",
-        kdtree = None,
-    ):
-        """
-        Prefenetially downselect data points based on elevation and update
-        scenario metadata.
-
-        Parameters:
-        -----------
-        downselect_prop : float
-            proportion of original datapoints to keep in output gids list
-        k_neighbors : int, (default = 3)
-            number of neighbors to check for elevation data in nearest neighbors
-        method : str, (default = 'mean')
-            method to calculate elevation weights for each point.
-            Options : `'mean'`, `'sum'`, `'median'`
-        normalization : str, (default = 'linear')
-            function to apply when normalizing weights. Logarithmic uses $log_e$, $ln$
-            options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
-        kdtree : sklearn.neighbors.KDTree or str
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
-
-        Returns:
-        --------
-        None
-
-        See Also:
-        ---------
-        `pvdeg.geospatial.elevation_stochastic_downselect` for more info/docs
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        gids = pvdeg.geospatial.elevation_stochastic_downselect(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            downselect_prop=downselect_prop,
-            k_neighbors=k_neighbors,
-            method=method,
-            normalization=normalization,
-        )
-
-        self.meta_data = self.meta_data.iloc[gids]
-        return
-
-    def gid_downsample(self, downsample_factor: int) -> None:
-        """
-        Downsample the NSRDB GID grid by a factor of n
-
-        Returns:
-        --------
-        None
-
-        See Also:
-        ---------
-        `pvdeg.utilities.gid_downsample`
-        """
-        self.meta_data, _ = utilities.gid_downsampling(
-            meta=self.meta_data, n=downsample_factor
-        )
-
-    def gids_tonumpy(self) -> np.array:
-        """
-        Convert the scenario's gids to a numpy array
-
-        Returns:
-        --------
-        gids : np.array
-            all nsrdb gids from the scenario's metadata
-        """
-        return self.meta_data.index
-
-    def gids_tolist(self) -> np.array:
-        """
-        Convert the scenario's gids to a python list
-
-        Returns:
-        --------
-        gids : np.array
-            all nsrdb gids from the scenario's metadata
-        """
-        return list(self.meta_data.index)
-
-    def coords_tonumpy(self) -> np.array:
-        """
-        Create a tall 2d numpy array of gids of the shape
-        ```
-        [
-            [lat, long],
-                ...
-            [lat, long]
-        ]
-        ```
-        Returns:
-        --------
-        coords : np.array
-            tall numpy array of lat-long pairs
-        """
-        coords = np.column_stack(
-            self.meta_data["latitude"], self.meta_data["longitude"]
-        )
-
-        return coords
-
-    def get_geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
-        """
-        Extract the geospatial weather dataset and metadata dataframe from the scenario object
-
-        Example Use:
-        >>> geo_weather, geo_meta = GeospatialScenario.geospatial_data()
-
-        This gets us the result we would use in the traditional pvdeg geospatial approach.
-
-        Parameters:
-        -----------
-        None
-
-        Returns:
-        --------
-        (weather_data, meta_data): tuple[xr.Dataset, pd.DataFrame]
-            A tuple of weather data as an `xarray.Dataset` and the corresponding meta data as a dataframe.
-        """
-        # downsample here, not done already happens at pipeline runtime
-        geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index).chunk(
-            chunks={"time": -1, "gid": 50}
-        )
-        return geo_weather_sub, self.meta_data
-
-    # @dispatch(xr.Dataset, pd.DataFrame)
-    def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) -> None:
-        """
-        Parameters:
-        -----------
-        weather_ds : xarray.Dataset
-            Dataset containing weather data for a block of gids.
-        meta_df : pandas.DataFrame
-            DataFrame containing meta data for a block of gids.
-
-        Modifies:
-        ----------
-        self.weather_data
-            sets to weather_ds
-        self.meta_data
-            sets to meta_df
-        """
-        self.weather_data, self.meta_data = weather_ds, meta_df
-
-    def addJob(
-        self,
-        func: Callable,
-        template: xr.Dataset = None,
-        func_params: dict = {},
-        see_added: bool = False
-    ) -> None:
-        """
-        Add a pvdeg geospatial function to the scenario pipeline. If no template is provided, `addJob` attempts to use `geospatial.auto_template` this will raise an 
-
-        Parameters:
-        -----------
-        func : function
-            pvdeg function to use for geospatial analysis. 
-        template : xarray.Dataset
-            Template for output data. Only required if a function is not supported by `geospatial.auto_template`.
-        func_params : dict
-            job specific keyword argument dictionary to provide to the function
-        see_added : bool
-            set flag to get a userWarning notifying the user of the job added
-            to the pipeline in method call. ``default = False``
-        """
-
-        if template is None:
-
-            # take the weather datapoints specified by metadata and create a template based on them.
-            self.weather_data = self.weather_data.sel(gid=self.meta_data.index)
-            template = pvdeg.geospatial.auto_template(func=func, ds_gids=self.weather_data)
-
-        self.template = template
-        self.func = func
-        self.func_params = func_params
-
-        if see_added:
-            message = f"{func.__name__} added to scenario with arguments {func_params} using template: {template}"
-            warnings.warn(message, UserWarning)
-
-
-
-    def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
-        """
-        Run the geospatial scenario stored in the geospatial scenario object.
-
-        Only supports one function at a time. Unlike `Scenario` which supports unlimited conventional pipeline jobs.
-        Results are stored in the `GeospatialScenario.results` attribute.
-
-        Creates a dask cluster or client using the hpc_worker_conf parameter.
-
-        Parameters:
-        -----------
-        hpc_worker_conf : dict
-            Dictionary containing dask hpc settings (see examples below).
-
-            Examples
-            --------
-            Local cluster:
-
-            .. code-block:: python
-
-                hpc = {'manager': 'local',
-                    'n_workers': 1,
-                    'threads_per_worker': 8,
-                    'memory_limit': '10GB'}
-
-            SLURM cluster:
-
-            .. code-block:: python
-
-                kestrel = {
-                    'manager': 'slurm',
-                    'n_jobs': 1,  # Max number of nodes used for parallel processing
-                    'cores': 104,
-                    'memory': '246GB',
-                    'account': 'pvsoiling',
-                    'walltime': '4:00:00',
-                    'processes': 52,
-                    'local_directory': '/tmp/scratch',
-                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
-                    'death_timeout': 600,}
-        """
-        client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
-
-        analysis_result = pvdeg.geospatial.analysis(
-            weather_ds=self.weather_data,
-            meta_df=self.meta_data,
-            func=self.func,
-            template=self.template, # provided or generated via autotemplate in GeospatialScenario.addJob
-        )
-
-        self.results = analysis_result
-
-        client.shutdown()
-
-    def restore_result_gids(self):
-        """
-        Restore gids to result Dataset as datavariable from original metadata.
-        Assumes results will be in the same order as input metadata rows.
-        Otherwise will fail silently and restore incorrect gids
-        """
-
-        flattened = self.results.stack(points=("latitude", "longitude"))
-
-        gids = self.meta_data.index.values
-
-        # Create a DataArray with the gids and assign it to the Dataset
-        gids_da = xr.DataArray(gids, coords=[flattened["points"]], name="gids")
-
-        # Unstack the DataArray to match the original dimensions of the Dataset
-        gids_da = gids_da.unstack("points")
-
-        self.results = self.results.assign(gids=gids_da)
-
-    def _get_geospatial_data(year: int):
-        """
-        Helper function. gets geospatial weather dataset and metadata dictionary.
-
-        Parameters
-        ----------
-        Year : int
-            select the year of data to take from the NSRDB
-
-        Returns
-        --------
-        weather_ds : xarray.Dataset
-            dataset with coordinates of gid and time and weather data as datavariables
-        meta_df : pd.DataFrame
-            dataframe with each row representing the metadata of each gid in the dataset
-        """
-        weather_db = "NSRDB"
-
-        weather_arg = {
-            "satellite": "Americas",
-            "names": year,
-            "NREL_HPC": True,
-            # 'attributes': ['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']}
-            "attributes": [],  # does having do atributes break anything, should we just pick one
-        }
-
-        weather_ds, meta_df = pvdeg.weather.get(
-            weather_db, geospatial=True, **weather_arg
-        )
-
-        return weather_ds, meta_df
-
-    def getValidRegions(
-        self,
-        country: Optional[str] = None,
-        state: Optional[str] = None,
-        county: Optional[str] = None,
-        target_region: Optional[str] = None,
-    ):
-        """
-        Gets all valid region names in the NSRDB. Only works on hpc
-
-        Arguments
-        ---------
-        country : str, optional
-        state : str, optional
-        country : str, optional
-        target_region : str
-            Select return field. Options ``country``, ``state``, ``county``.
-
-        Returns
-        -------
-        valid_regions : numpy.ndarray
-            list of strings representing all unique region entries in the nsrdb.
-        """
-
-        if not self.geospatial:  # add hpc check
-            return AttributeError(
-                f"self.geospatial should be True. Current value = {self.geospatial}"
-            )
-
-        # discard_weather, meta_df = Scenario._get_geospatial_data(year=2022)
-        discard_weather, meta_df = self._get_geospatial_data(year=2022)
-
-        if country:
-            meta_df = meta_df[meta_df["country"] == country]
-        if state:
-            meta_df = meta_df[meta_df["state"] == state]
-        if county:
-            meta_df = meta_df[meta_df["county"] == county]
-
-        return meta_df[target_region].unique()
-
-    def plot(self):
-        """
-        Not Usable in GeospatialScenario class instance, only in Scenario instance.
-        python has no way to hide a parent class method in the child,
-        so this only exists to prevent access
-        """
-        raise AttributeError(
-            "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
-        )
-
-    import matplotlib
-
-    def plot_coords(
-        self,
-        coord_1: Optional[tuple[float]] = None,
-        coord_2: Optional[tuple[float]] = None,
-        coords: Optional[np.ndarray[float]] = None,
-        size: Union[int, float] = 1,
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        """
-        Plot lat-long coordinate pairs on blank map. Quickly view
-        geospatial datapoints before your analysis.
-
-        Parameters:
-        -----------
-        coord_1 : list, tuple
-            Top left corner of bounding box as lat-long coordinate pair as list or
-            tuple.
-        coord_2 : list, tuple
-            Bottom right corner of bounding box as lat-long coordinate pair in list
-            or tuple.
-        coords : np.array
-            2d tall numpy array of [lat, long] pairs. Bounding box around the most
-            extreme entries of the array. Alternative to providing top left and
-            bottom right box corners. Could be used to select amongst a subset of
-            data points. ex) Given all points for the planet, downselect based on
-            the most extreme coordinates for the United States coastline information.
-        size : float
-            matplotlib scatter point size. Without any downsampling NSRDB
-            points will siginficantly overlap.
-
-        Returns:
-        --------
-        fig, ax
-            matplotlib figure and axis
-        """
-        fig = plt.figure(figsize=(15, 10))
-        ax = plt.axes(projection=ccrs.PlateCarree())
-
-        if (coord_1 and coord_2) or (coords != None):
-            utilities._plot_bbox_corners(
-                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
-            )
-
-        utilities._add_cartopy_features(ax=ax)
-
-        ax.scatter(
-            self.meta_data["longitude"],
-            self.meta_data["latitude"],
-            color="black",
-            s=size,
-            transform=ccrs.PlateCarree(),
-        )
-
-        plt.title(f"Coordinate Pairs from '{self.name}' Meta Data")
-        plt.show()
-
-        return fig, ax
-
-
-    def plot_meta_classification(
-        self,
-        col_name: str = None,
-        coord_1: Optional[tuple[float]] = None,
-        coord_2: Optional[tuple[float]] = None,
-        coords: Optional[np.ndarray[float]] = None,
-        size: Union[int, float] = 1,
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        """
-        Plot classified lat-long coordinate pairs on map. Quicly view
-        geospatial datapoints with binary classification in a meta_data
-        dataframe column before your analysis.
-
-        Parameters:
-        -----------
-        col_name : str
-            Column containing binary classification data. Ex: `mountain` after
-            running ``downselect_mountains_weights``.
-        coord_1 : list, tuple
-            Top left corner of bounding box as lat-long coordinate pair as list or
-            tuple.
-        coord_2 : list, tuple
-            Bottom right corner of bounding box as lat-long coordinate pair in list
-            or tuple.
-        coords : np.array
-            2d tall numpy array of [lat, long] pairs. Bounding box around the most
-            extreme entries of the array. Alternative to providing top left and
-            bottom right box corners. Could be used to select amongst a subset of
-            data points. ex) Given all points for the planet, downselect based on
-            the most extreme coordinates for the United States coastline information.
-        size : float
-            matplotlib scatter point size. Without any downsampling NSRDB
-            points will siginficantly overlap.
-
-        Returns:
-        --------
-        fig, ax
-            matplotlib figure and axis
-        """
-        if not col_name:
-            raise ValueError("col_name cannot be none")
-
-        if col_name not in self.meta_data.columns:
-            raise ValueError(
-                f"{col_name} not in self.meta_data columns as follows {self.meta_data.columns}"
-            )
-
-        col_dtype = self.meta_data[col_name].dtype
-        if col_dtype != bool:
-            raise ValueError(
-                f"meta_data column {col_name} expected dtype bool not {col_dtype}"
-            )
-
-        near = self.meta_data[self.meta_data[col_name] == True]
-        not_near = self.meta_data[self.meta_data[col_name] == False]
-
-        fig = plt.figure(figsize=(15, 10))
-        ax = plt.axes(projection=ccrs.PlateCarree())
-
-        if (coord_1 and coord_2) or (coords != None):
-            utilities._plot_bbox_corners(
-                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
-            )
-        utilities._add_cartopy_features(ax=ax)
-
-        ax.scatter(
-            not_near["longitude"],
-            not_near["latitude"],
-            color="red",
-            s=size,
-            transform=ccrs.PlateCarree(),
-            label=f"Not Near {col_name}",
-        )
-        ax.scatter(
-            near["longitude"],
-            near["latitude"],
-            color="blue",
-            s=size,
-            transform=ccrs.PlateCarree(),
-            label=f"Near {col_name}",
-        )
-
-        plt.title(f"Geographic Points with Proximity to {col_name} Highlighted")
-        plt.legend()
-        plt.show()
-
-        return fig, ax
-
-    def plot_world(
-        self,
-        data_variable: str,
-        cmap: str = "viridis",
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        da = (self.results)[data_variable]
-
-        fig, ax = plt.subplots(
-            figsize=(10, 6), subplot_kw={"projection": ccrs.PlateCarree()}
-        )
-
-        da.plot(ax=ax, transform=ccrs.PlateCarree(), cmap=cmap)
-        ax.set_extent([-180, 180, -90, 90], crs=ccrs.PlateCarree())
-
-        ax.coastlines()
-        ax.add_feature(cfeature.BORDERS)
-        ax.gridlines(draw_labels=True)
-
-        ax.add_feature(cfeature.LAND)
-        ax.add_feature(cfeature.OCEAN)
-        ax.add_feature(cfeature.LAKES, edgecolor="black")
-        plt.show()
-
-        return fig, ax
-
-    # test this
-    def plot_USA(
-        self,
-        data_from_result: str,
-        fpath: str = None,
-        cmap: str = "viridis",
-        vmin: Union[int, float] = 0,
-        vmax: Optional[Union[int, float]] = None,
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        """
-        Plot a vizualization of the geospatial scenario result.
-        Only works on geospatial scenarios.
-
-        Parameters
-        ----------
-        data_from_result : str
-            select the datavariable to plot from the result xarray
-        fpath : str
-            path to save plot output on, saves to current directory if ``None``
-        cmap : str
-            colormap to use in plot
-        vmin : int
-            lower bound on values in linear color map
-        vmax : int
-            upper bound on values in linear color map
-        """
-
-        if not self.geospatial:
-            return False
-
-        fig, ax = pvdeg.geospatial.plot_USA(
-            self.results[data_from_result],
-            cmap=cmap,
-            vmin=vmin,
-            vmax=vmax,
-            title="add_dynamic_title",
-            cb_title=f"dynamic title : {data_from_result}",
-        )
-
-        fpath if fpath else [f"os.getcwd/{self.name}-{self.results[data_from_result]}"]
-        fig.savefig()
-
-        return fig, ax
-
-
-    def _check_set(self, iterable, to_check: set):
-        """Check if iterable is a subset of to_check"""
-        if not isinstance(iterable, set):
-            iterable = set(iterable)
-
-        if not iterable.issubset(to_check):
-            raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
-
-    
-    # GeospatialScenario no longer uses pipeline, instead job attributes are stored in attrbutes "func", "template"
-    # def format_pipeline(self):
-    #     pipeline_html = "<div>"
-    #     if "geospatial_job" in self.pipeline:
-    #         step_name = "geospatial_job"
-    #         step = self.pipeline[step_name]
-    #         params_html = f"<pre>{json.dumps(step['params'], indent=2)}</pre>"
-
-    #         step_content = f"""
-    #         <div id="{step_name}" onclick="toggleVisibility('pipeline_{step_name}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-    #             <h4 style="font-family: monospace; margin: 0;">
-    #                 <span id="arrow_pipeline_{step_name}" style="color: #b676c2;">►</span>
-    #                 {step['job'].__name__}, <span style="color: #b676c2;">#{step_name}</span>
-    #             </h4>
-    #         </div>
-    #         <div id="pipeline_{step_name}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
-    #             <p>Job: {step['job'].__name__}</p>
-    #             <p>Parameters:</p>
-    #             <div style="margin-left: 20px;">
-    #                 {params_html}
-    #             </div>
-    #         </div>
-    #         """
-    #         pipeline_html += step_content
-    #     pipeline_html += "</div>"
-    #     return pipeline_html
-
-    def _ipython_display_(self):
-        file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
-        html_content = f"""
-        <div style="border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;">
-            <h2>{self.name}: Scenario Analysis</h2>
-            <p><strong>Path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
-            <p><strong>HPC Configuration:</strong> {self.hpc}</p>
-            <p><strong>GIDs:</strong> {self.gids}</p>
-            <div>
-                <h3>Results</h3>
-                {self.format_results() if self.results else None}
-            </div>
-            <div>
-                <h3>Geospatial Job</h3>
-                Function : {self.func.__name__}
-                {self.format_template()}
-            </div>
-            <div>
-                <h3>Modules</h3>
-                {super().format_modules()}
-            </div>
-            <div>
-                <h3>Weather Dataset</h3>
-                {self.format_geo_weather()}
-            </div>
-            <div>
-                <h3>Meta Dataframe</h3>
-                {self.format_geo_meta()}
-            </div>
-        </div>
-        <script>
-            function toggleVisibility(id) {{
-                var content = document.getElementById(id);
-                var arrow = document.getElementById('arrow_' + id);
-                if (content.style.display === 'none') {{
-                    content.style.display = 'block';
-                    arrow.innerHTML = '▼';
-                }} else {{
-                    content.style.display = 'none';
-                    arrow.innerHTML = '►';
-                }}
-            }}
-        </script>
-        """
-        display(HTML(html_content))
-
-    def format_results(self):
-        results_html = "<div>"
-        if "geospatial_job" in self.results:
-            result = self.results["geospatial_job"]
-            result_id = "geospatial_result"
-            formatted_output = self.format_output(result)
-            result_content = f"""
-            <div id="{result_id}" onclick="toggleVisibility('content_{result_id}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_{result_id}" style="color: #b676c2;">►</span>
-                    Geospatial Result
-                </h4>
-            </div>
-            <div id="content_{result_id}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
-                {formatted_output}
-            </div>
-            """
-            results_html += result_content
-        results_html += "</div>"
-        return results_html
-
-    def format_geo_meta(self):
-        meta_data_html = ""
-
-        if self.meta_data is not None:
-
-            meta_data_html = f"""
-            <div id="meta_data" onclick="toggleVisibility('content_meta_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_meta_data" style="color: #b676c2;">►</span>
-                    Meta Data
-                </h4>
-            </div>
-            <div id="content_meta_data" style="display:none; margin-left: 20px; padding: 5px;">
-                {self.meta_data._repr_html_()}
-            </div>
-            """
-
-        return meta_data_html
-
-    def format_template(self):
-        template_html = ""
-
-        if self.meta_data is not None:
-
-            template_html = f"""
-            <div id="template" onclick="toggleVisibility('content_template')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_template" style="color: #b676c2;">►</span>
-                    Template
-                </h4>
-            </div>
-            <div id="content_template" style="display:none; margin-left: 20px; padding: 5px;">
-                {self.template._repr_html_()}
-            </div>
-            """
-
-        return template_html
-
-    def format_geo_weather(self):
-        weather_data_html = ""
-
-        if self.weather_data is not None:
-
-            weather_data_html = f"""
-            <div id="weather_data" onclick="toggleVisibility('content_weather_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_weather_data" style="color: #b676c2;">►</span>
-                    Weather Data
-                </h4>
-            </div>
-            <div>
-            <div id="content_weather_data" style="display:none; margin-left: 20px; padding: 5px>
-                {self.weather_data._repr_html_()}
-            </div>
-            """
-
-        return weather_data_html
+        return pipeline_html
\ No newline at end of file

From 85259df6a01d37925b863986336c85c0037c181f Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Wed, 13 Nov 2024 16:42:43 -0700
Subject: [PATCH 071/109] update tutorials

---
 .../Scenario - Geographical Features.ipynb    | 119 ++++++++++--------
 ...rm Mountain Prefferential Downselect.ipynb |  23 ++--
 2 files changed, 80 insertions(+), 62 deletions(-)

diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Geographical Features.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Geographical Features.ipynb
index 9a59fd08..4381d763 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Geographical Features.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Geographical Features.ipynb	
@@ -28,13 +28,13 @@
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/.conda-envs/pvdeg_env/lib/python3.10/site-packages/xarray/core/dataset.py:271: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
       "  warnings.warn(\n"
      ]
     }
    ],
    "source": [
-    "features = pvdeg.scenario.GeospatialScenario(\n",
+    "features = pvdeg.GeospatialScenario(\n",
     "    name='finding-features'\n",
     ")\n",
     "\n",
@@ -52,7 +52,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -70,18 +70,29 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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iRInY21C/dP36dR49ekTz5s35+PFjbK5hYWFUqFCBkydPotFofrjNX30P+J7PsxZDQkLi3V5YWBgfPnygRIkSSJKU6Ftcv4wREBBAUFAQpUqVSrHzRBAEQdB94lY7QRCEdMbCwgKI+2Hje54/f45cLv9mJSxHR0esrKx4/vx5bD+A7Nmzx+lnYGCAh4dH7M8/c3Fx+aao8/Pnz3FycvrmNq6vY37Pl4MUn1lbWxMQEBD7fUREBJMmTWLFihX4+fnF3sYDJOrD3OdBm881mb72+Rj/yMiRIylVqhQKhQI7Ozty5MgRp2D6mTNnGDVqFOfOnfvmA3RQUNAPBzcyZ878TdvYsWOpU6cO2bJlI3fu3FStWpWWLVv+8LazH/l6W4k9bz77+nn7vG9f3672uf3L5zOlfJ2TtbV1nG1/3oesWbPG6aevr4+Hh0eitmFkZBR7W9WX2/ly/z6/Lr4uvv/1sY2IiPjm/HV0dExw20k5jz99+sSYMWPYsGFDbKHyz351ACQhX59Tjx49QpKkb473Z59v5c2cOTN9+/Zl5syZrFu3jlKlSlG7dm1atGjx07fZfda8eXNatmzJixcv2L59O1OnTo233+dj+73bIYOCgmLPqYT86nvA94SGhgJx/wjx4sULRo4cyc6dO795jSX2ed69ezfjx4/n+vXrceq5fV2TTxAEQUg/xMCTIAhCOmNhYYGzszO3b99O0uOS+0PD1zNxkotCoYi3/cvBpR49erBixQp69+5N8eLFsbS0RCaT0bRp00TNQvjcZ82aNfF+sE/sant58uShYsWK8f7syZMnVKhQAS8vL2bOnImrqysGBgbs3buXWbNmJXm2xGelS5fmyZMn7Nixg4MHD7J06VJmzZrFwoUL6dChQ6LyTuy2IPHnTULPW2Kez5TyO7ad0DZ+xsaNG7+ZRfi9XJNyHjdu3JizZ88yYMAA8ufPj5mZGRqNhqpVqybqXEzoPPi6iPqXvj6nNBoNMpmMffv2xXvcvhywnjFjBm3atIk9z3v27MmkSZM4f/48GTNm/GG+CalduzaGhoa0bt2aqKgoGjduHG+/z8dk2rRp5M+fP94+Xw+wfy053gO+5/PvgM8DmGq1mkqVKvHp0ycGDRqEl5cXpqam+Pn50aZNm0Rt79SpU9SuXZvSpUszf/58nJyc0NfXZ8WKFd8UZhcEQRDSDzHwJAiCkA7VrFmTxYsXc+7cuTi3N8XHzc0NjUbDo0ePYgtrA7x9+5bAwMDY20w+//vgwYM4sz2io6Px9fVNcIDl620dOXIktnjvZw8ePEjS/v3I5s2bad26NTNmzIhti4yM/Gb1vIQ+LH++lc/BwSFR+/Uzdu3aRVRUFDt37owz8yaxt/F9j42NDW3btqVt27aEhoZSunRpRo8e/UsDT19L7HmTmn3eh0ePHsWZNaRUKvH19SVfvnzJtp1jx44RHh4eZ9bT1yvsValS5burE34tsedxQEAAR44cYcyYMYwcOTK2Pb7bNRN6zXye2fP1a+zrmW8/yleSJDJnzky2bNl+2D9PnjzkyZOH4cOHc/bsWXx8fFi4cCHjx49P9Da/ZmxsTN26dVm7di3VqlWLLQYeX64QM9D/o/eIhI5ZSr4HALGFwatUqQLArVu3ePjwIatWraJVq1ax/eI7pxLKecuWLRgZGXHgwAEMDQ1j21esWJEsOQuCIAipk6jxJAiCkA4NHDgQU1NTOnTowNu3b7/5+ZMnT5gzZw4A1atXB2JWxvrSzJkzAWJXKapYsSIGBgbMnTs3ziyLZcuWERQUlKjVjKpXr45KpYqzXLharWbevHlJ28EfUCgU38wEmTdv3jezL0xNTYFvPyxXqVIFCwsLJk6ciFKp/Cb+z6zgFV+OwDe3Af7qB7iPHz/G+d7MzIwsWbLEuSUmOST2vEnNChUqhL29PQsXLiQ6Ojq2feXKld+cM7+iSpUqKJVKlixZEtum0Whil7T/zMnJiYoVK8b5+lHcxJzH8Z2L8O1zCwm/ZiwsLLCzs+PkyZNx2ufPn//dHL9Uv359FAoFY8aM+SYXSZJiz+3g4GBUKlWcn+fJkwe5XJ4s53n//v0ZNWoUI0aMSLCPt7c3np6eTJ8+PfaWti99+R6R0DFLqfcAiKlPtXTpUooXL06FChUS3J4kSbG/C770vZxlMlmc99Jnz56xffv2X85ZEARBSL3EjCdBEIR0yNPTk/Xr19OkSRNy5MhBq1atyJ07N9HR0Zw9e5ZNmzbRpk0bAPLly0fr1q1ZvHgxgYGBlClThosXL7Jq1Srq1q1LuXLlgJjlv4cMGcKYMWOoWrUqtWvX5sGDB8yfP5/ChQvTokWLH+ZVq1YtfHx8GDx4MM+ePSNnzpxs3bo12WvI1KxZkzVr1mBpaUnOnDk5d+4chw8fxtbWNk6//Pnzo1AomDJlCkFBQRgaGlK+fHkcHBxYsGABLVu2pGDBgjRt2hR7e3tevHjBnj178PHx4a+//vqlHCtXroyBgQG1atWiU6dOhIaGsmTJEhwcHPD39//puDlz5qRs2bJ4e3tjY2PD5cuX2bx5M927d/+lfL+W2PMmNdPX12f8+PF06tSJ8uXL06RJE3x9fVmxYkWiazwlRt26dSlSpAj9+vXj8ePHeHl5sXPnTj59+gT8/G2wFhYWiTqPLSwsKF26NFOnTkWpVOLi4sLBgwfx9fX9Jqa3tzcAw4YNo2nTpujr61OrVq3Yge7JkyfToUMHChUqxMmTJ3n48GGi8/X09GT8+PEMGTKEZ8+eUbduXczNzfH19WXbtm38+eef9O/fn6NHj9K9e3caNWpEtmzZUKlUrFmzBoVCQYMGDX7qWH0pX758P5zNJpfLWbp0KdWqVSNXrly0bdsWFxcX/Pz8OHbsGBYWFuzatQtI+Jgl13vA5s2bMTMzIzo6Gj8/Pw4cOMCZM2fIly8fmzZtiu3n5eWFp6cn/fv3x8/PDwsLC7Zs2RJvPbXPOffs2ZMqVaqgUCho2rQpNWrUYObMmVStWpXmzZvz7t07/v77b7JkycLNmzcTnbMgCIKQxvz2dfQEQRAEnfHw4UOpY8eOkru7u2RgYCCZm5tLPj4+0rx586TIyMjYfkqlUhozZoyUOXNmSV9fX3J1dZWGDBkSp89nf/31l+Tl5SXp6+tLGTJkkLp06SIFBATE6VOmTBkpV65c8eb08eNHqWXLlpKFhYVkaWkptWzZMnZ59C+XYv+8VPiX+G/Z86+5ublJrVu3jv0+ICBAatu2rWRnZyeZmZlJVapUke7fv/9NP0mSpCVLlkgeHh6SQqGQAOnYsWOxPzt27JhUpUoVydLSUjIyMpI8PT2lNm3aSJcvX4533758HIlY7n3nzp1S3rx5JSMjI8nd3V2aMmWKtHz58m+WXi9TpoxUpkyZRMUfP368VKRIEcnKykoyNjaWvLy8pAkTJkjR0dHfzcXX11cCpGnTpsVp/96S7Yk9b9zc3KQaNWp88/j4ns+E8kiMhHJN7PH7vO0vz0NJkqT58+dLmTNnlgwNDaVChQpJJ0+e/CZmfI9t3bq1ZGpqmmCeX3r//r3UvHlzydzcXLK0tJTatGkjnTlzRgKkDRs2/PS+f97fH53Hr169kurVqydZWVlJlpaWUqNGjaTXr19LgDRq1Kg48caNGye5uLhIcrk8zrkaHh4utW/fXrK0tJTMzc2lxo0bS+/evfsmxvdylSRJ2rJli1SyZEnJ1NRUMjU1lby8vKRu3bpJDx48kCRJkp4+fSq1a9dO8vT0lIyMjCQbGxupXLly0uHDh394nOKT0PvKlxLK+dq1a1L9+vUlW1tbydDQUHJzc5MaN24sHTlyJE6/hI5ZYt8DvpfT5y8jIyMpY8aMUs2aNaXly5fH+/599+5dqWLFipKZmZlkZ2cndezYUbpx48Y3565KpZJ69Ogh2dvbSzKZLM75umzZMilr1qySoaGh5OXlJa1YsSLec1oQBEFIP2SS9BuqcwqCIAiCIAjJavv27dSrV4/Tp0/j4+Oj7XQEQRAEQRDiJQaeBEEQBEEQdFxEREScVd7UajWVK1fm8uXLvHnzJsVWiRQEQRAEQfhVosaTIAiCIAiCjuvRowcREREUL16cqKgotm7dytmzZ5k4caIYdBIEQRAEQaeJGU+CIAiCIAg6bv369cyYMYPHjx8TGRlJlixZ6NKlS7IXhRcEQRAEQUhuYuBJEARBEARBEARBEARBSBFybScgCIIgCIIgCIIgCIIgpE1i4EkQBEEQBEEQBEEQBEFIEYkuLh4ZGUl0dHRK5iIIgiAIgiAIgiAIgiCkEgYGBhgZGX23T6IGniIjI8ngnInggPfJkpggCIIgCIIgCIIgCIKQujk6OuLr6/vdwadEDTxFR0cTHPCeiavPY2RilmwJ6ppdq2dwbOcKOnZswYEDJ3jx4iV6+gaolP+f6eXk5ERYWBjBwcHYZXAlb7FK5C1WCdcsuZHJZFrMPnk9vHkO3/vXsbLNgLW9E9Z2zljZORIRGsT5I1u5cGQzAR/ekCdPTlq0aEjjxnWQy9PO/guCkHRRKjh1X49olYwyOZSYGmo7I0EQ4tO370i2bNmNd6maVG3aHdsMGZM1vlqtYtPC0Vw8th0AMzNTXDK6EBgQRFBQEJGRkbF93TO7cejgRgwMDL4bMygomN27D7JmzRbu3XtALu+yVG/eCye3rN/01Wg0HNm6hP0b/0KSJGQyGa6ZXMnimYksWTLj4eGGp6c7np6ZsbGx5vPlW3BwKPv3H2Hbtn2cO3cJuUKPnAVLU7ftYKztnZLt+OiSp/eusnh8J1TKKHbsWE3evDmTNf7ChauYMWNB7F0ThQoVpFq1clStWo6MGZ2TdVs7duynZ8+htOk/i7zFKiVrbCF+V07uZt3cwdSrX4NxYwdhbp52Pyf+CpVKRaNGHfF9/oY+UzdhZmmj7ZQEHSZJEhGhwQR+8Cfw41sCPvoT+OEtgR9eE/jxDUEf3xLw4Q1qtSr2MfoGBjg6ZsDZyQFn5ww4OTni5OSAk1MGZDIZN2/e5fr121y/foegoCAA7B1dcffyxiNHQTxyeGPnlOmnxjMiw0MZ2qoY0dHR3x14StSqdsHBwVhaWjJz822MTcyTnExqMX90O4h4zc6dazA1NeHixats3boXSZJwcnLA0TEDpUsXw9nZkVOnzrNz5wF27z7Mx48fsXVwxi1bAeycMmHnmAn7//61tndGoUj0HY1a9+mdH1uWjOPqmX1YWFoQHBQc5+dyuRxDQ0MaNqxF27ZNKVAgj5YyFQRBF0VEw5Hb+iCDirmUGH3/s6QgCFpQpEg1XLx8aNJlbIrEDw8NYu7wFsgBY3NrTMwsMTW3wtTcChNzK8zMrTExt0SjVrNkYheGDu1F376dv4kTHR3NoUMn2LBhOwcOHketUpHTuzRVGncnS67CP8wjNOgT/i8e8dbvKW9ePubtqye893vK+zcv0Wg0AFhaWpI1mwdWlhacPHUeZXQ02fIUo1DZOhTwqY6puWVyHx6d8emdH3OGNCM6MohVK+dSunTxFNnO8+cvGTBwLIcOHo/TnjdvLmrVqkTNmpXJnj3LL/8BV5IkmjfvwrmLNxm58AgmZmn3udMlF45uZeP8ETjY27B06QwKFcqv7ZR0hlqtZufOA0ybNp9Hj57SZ+q/eHgV1HZaQhqg0WgICfxA4Ic3BHx4zaf3/gR+8Cfgg3/sAFXA+/8PTplb2eCeLT9u2fLjni0fbtnyYWZhnSy5RISH0LdhboKCgrCwsEiwnxh4+sKOVVM5uGkBkiSR0GFRKBTUb1CTvn064eWVFZVKxfnzV9i9+yB37z7C99lLXvu9jr2g+az/tM14JuIiKSVoNBrCQwIJDvxAeGgQjhk9vxlpVyqjOLJ1Kfs3zsPCwozx4wbRqFFtoqOjef36DS9fvubVq9dIkkTNmlWwtEy754GQcv7+ezlHj55iy5YV2k5FSEGhkXD4tj5G+hLlc6kwSD1j74KQLmRy86Ziw25UbvjtYM/vtnnxWM4eWM+lSwdwcXFCkiQuXbrOxo3b2bp1L4GBgWTKkpsi5epRqExtLG0cfnmbyuhI3r1+zttXT/77ekpwwDu8CpSicNk6WNulzdlNX3t06wJ/jWiFRqOievWKtG3blNKliyOXJ//aQ5IksW/fEQYOHIef32uc3bJj7+zOgxuniQwPwzOLB7VrVaZmzUoUKJDnpwehtm7dQ/v2vRn+9wFcMnsl814ICXnv/5yV03rx/NFNBg/uSZ8+nVAoFNpOS2vUajVbt+5h2vQFPHr4mBwFS1GzRV8x6CT8Vhq1mpCgD6iUSmwcXFLs7iwx8PSTgj694/alo8jlCkzMLDE2s8DEzBITM0sMDIy4dGIHR7Yu5uO713h5ZaNSpdJUqlSGokULxk4T//QpgHXrtrBs2TqeP38FwNB5e3D1zP3b9mPv+jncPH+Q4MAPBAd8iDMVD8A5UxbcvbzJkqswhsam7Fw1lQ9vXtCpU2sGDeqOhUXafp4F7Thw4Bi3b9+nX78u2k5FSGGB4TKO3tbDwkSibA4Veun3+lMQdEpYWDgZM+aj7YDZFClXT9vpEBEWzJg/y1GieH7y5c3Jho07eeb7DBt7JwqVrUvR8vVxdsum7TTTrLCQQC4c2cqZ/et5/eIR7pndadO6Ec2bN8De3jb5txcWzvTp8/nrr2XYZnClfofhyJBx/dx+bl04REhQAM7OztSqVZGaNStTrJg3enqJ++uFJElUrNSY4Eg9+k7dnKZKYKQGapWS3etmc+DfvylWrBCLF88gY8b0MYj7mUqlYtOmnUybvgDfp8/IXbgc1Zr1FANOQpomBp5SkEoZzc0Lh7h96Rj3rpwg8NM7TM3MKF2qGIGBQVy6dA2VSoVjRg+8CpamcJnaeOTw/m35XT29hyUTu1K/fg2yZMmMvb0dDg622NvbYWFhzt27Dzh//grnzl3h/v2HSJKEj09Rpk0bRY4c39ZKEARB+BkfQmQcv6tHZnsN3h5qbaeTpqnUMYN9AWEywqNl2JppcLCQxGwzAQClUsmbN+95/foNd+7cp1+/UfSe9A/Z85XQdmoAnD34L2tmD8DIxJQCJapTpHw9suUphjwJMybCQgJRRkchk8mQyeUx/8rkyGTymBqU/31vYGCUpLjphSRJPL5zidP71nHtzD4kSUOtmpVp27YpPj5Fkn0W1P37j+jffwxnzlzAu3RNGnYYgbm1HY9vX+T6uQPcPLefT+/fYGNjQ/XqFahWrTxFihTAzi7hwbCTJ89Rp04ruo1ZSe7C5ZI1XyHxHt46z6rpvVFFhzF3znjq1Kmm7ZRSXHR0NBs2bGfmzEU8f/6CfMUrU61pT9yyipIkQtonBp5+E41Gg5/vXW5fPs79a6cwNjEnh3cZchYsg71Tpt+eT9Cnt4zvWplyZYqyatW8H/61JygomBcv/Mid20v8ZUhIce/ffyQ0NJTMmd20nYrwm9x5JefOKwV1vJUY6ms7m7RDo4Gn7+S8C5YRGC4nOALg6/dwCWtTCQcLCQcLDXbmkngO0oEbN+6wbt0W/Pz88Xv9ltev3/Dh/Yc4JQTMLKwZPv8AljYZtJjp/0mSxNN7V3D1yIWBkXGSHhsWEsSOVVM5vW9dgmUSvpQ5e34Gztrxs6mmC6HBAVw4soUz+9fj//IJtra2lCtXgnLlfChb1gdnZ8dk2Y4kSfz7706GD59MaHgE1Zr0pFzdtujrG6LRaHjx6CbXzx7gxrl9vHnlC4BrJlcKF8pLoUL58PbOT968OTEyilnJonbtVjz3D2HwnN3imlbLwkKCWD9vMFdP76VFi0ZMnjwcU1MTbaeV7KKioli7djOzZi3h9evXFPCpRrWmPcjokbxF+gVBl4mBp3RIkiT+HtWad8/vcO7cHmxtxYoJgm4ZNWoqu3cf5MqVw9pORfhNXn6UceahPnW8ozFOA4XG3wbJkAAbU+3NJvoUKuPSUwUBYUmfgWBqKFEupxKzhBcdEVKpqKgopk37m9mzF2Nl54iTa1YsbR2xsnOKWaHWzum//ztiYmaR6j+YS5LEpeM72Lp0HCplJIMHdSdbNk80Gk1srU6NRhP7fUBAEHPmLEYlM2HY3we1nX6q8HkW1J1Lx3hw/RTPH99GkiSyZstChfIxg1A+PkUwMzP9pe0EBQUzceIcli1bh52jK/U7jCBPkQqx56gkSXx8+xLfB9d59uA6zx9e58Xj2yijo9DX1ydnLi9yeGVhw4ZtdBw6n4IlayTH7gu/SJIkzh7cyKZFo3FxcWTZ0pnkz//7yo6ktA0btjFm7EzevnlLodK1qNq0h7gtWEiXxMBTOhMa9Il//h7G1dN72bhxCZUrl9V2SoLwjRcvXvHpU2CauvAQvu/WCwVP3smpW0ip7VSSRWQ0HL+nR2C4DCsTCTvzz18aTA0hJT/Lq9Rw55WC+6/lSN/MboqfQi5haSJh9cWXnYWEPHWPOQhfuXr1Jl27DeHJY1+qNu1B1cZdUeil3elt714/Y+P84dy9eoo6daoxceLQBGfhvHnzjgULVrJs+T9ERyup334YZWu1/q35SpLE6+cPuX3xCPqGxji5ZiGDqyfWdk6pagAwNOgT96+f4d61Uzy8cZoPb/3Q09enSOEClCvnQ7lyPuTPn/uni0rfu/eIIUMmcOLEGXJ5l6FBxxE4ZYq/BIRKGY2f7318H1yLGYx6dB0zc2v6TN2cIsXRhZ/35tUTVk7tid/zB4wY3ofu3dunieeoeIkavHkfTK+J63HM6KntdARBa8TAUzpy68IR1s0bhExSMmvmWOrWTfv3UguCkDqcf6wgKFxGlbyqH3dOJaJVcOmJHi8/xb1wNjaIGYCy/28wyso0eQZ4JAneBcu4/FSPkMj4AxrqS5gbSZgZxfxrYRwzyGRqhBhkSsMiI6OYMmUec+cuwdUzJy16Tydj5hzaTitFaTQautXMjKWVJYsXTU/wD22+vs+ZO3cp69dvQ6GnT6kaLSlfp91PrYr3yvcer589wNjEHCMTM9yy5v3hLYGSJOH37D5XT+3h+tl9+L94jKmpKUqViuioKACMTExxzOiJg4snjpmy4JjRE0fXLDg4uyd54DA0OIBbFw5z6+JhjIzNY+pk5U2ZFeogZv/e+fly79op7l87xcOb54gID8XS0pIyZYrHDkS5ubkmOe6+fUcYOnQSL1/5UaZma2r+0RsTM8sU2Q/h91Apo9m5ejqHtiyidOkSLFkyAwcHO22n9Uv++WcrXbsOYvCc3aKWk5CuiYGndCAiPITNi8dx9uBGKlYqw7y5E3F0/PVlhgUhpZw8eY7Hj31p1665tlMRfpPHb+Rc9lXgZqfB3U6DtamEURq45U6SwPe9nKu+ClSa+Ed29BUSrrYa3Ow02CdhlpEkQWgkvAuOqeH0LkhOhPL/D7Yz1+BkpcHcCMyNJcwMJfRFEfF059Kla3TrPhTfp8+p/kdvKjfolKZnOX0WFhJE/yZ58SlZlB3bV30zu+bWrXvMnr2I7dv3YW5pQ9na7Shdo8VPDVxIksSxHSvYumxCnNWBnTJlodPwJWTI6JHgYxeP78S1s/uxsLSgRvUK1KlTjbJlS6Cnp8eLF6948OAJDx8+4dGjp9z/7//BQcEAKBR6ODi74ZAxCzYOLlha22Px35eljQMW1vaYWdgQ+OktN84d4Ma5gzy6fQFJo8G7UH7ev//E82fPf+vKgGqVkmcPrnPv2mnuXz+F74PraNRqbO3s8PRwI2tWdzw9M5MlizseHu54eLhhbJzwPb+RkVEsWLCS6dPno9A3onW/WeQqVDZF90FIefeunWbV9F7kyuHBrl1rUvXMJ5VKRbHiNTC2dqPbmJXaTkcQtEYMPKVxD2+dZ83MfkSEBjBx4lBatmyUqqZrC+nTtGl/cejQCQ4e3KTtVITfRCPFDD7d91cQHhXzHmWkH1P02srkv39NNZil0pk5IZFw/pEeH0O/f/FspC+RyU6Dm60GGzPpm1vyYgeagmS8DZYTEf3twTA2kCjgpsbVVpOit/QJui0iIpKJE2czf/4KMmXJTYve03Fxz67ttH6ru1dO8PeoNpiZm2FsbIyRkRFGhobI5TLu3XuAnaMrFev/SfFKjTEw/LmCZtFRkayZ1Z/LJ3fRtWs7Bg3qTkREJK9evaZzl0G89n/PwJk7Ehx8mj24KTamSrZvX4WBwY9H2yVJ4v37jzx8+CT268HDp7z2e8vbt+8ICgqK01+uUKBRq9HT16dUqWLUqlmJ6tUrkiGDfUz9q0vX2bhxO1u37iUwMJBMWXJTpHx9SlRqhLFpwh8MkktEWDAPb57nle893vk95f1rX976+RIeGhzbx8XFBU9PN7JkcSdLlpiBKU9PdzJlckFfP2YQ1d//LR079uXh0zeMWnwMhUKMsqd2D26cZfaQZkyYMJSuXdtqO51fsnXrHtq3703/6VvwzFlI2+kIglaIgac07NmD60zrX5+iRQqyYMGUJE9jFgRB+N0kCUKjIDBMRkCYnMBwGQFhstgBFoX8vxpEphI2pjGrsJkZpWzNpOSikeDuf6v3Jab2kplhzCCUmZHE+2AZ74LlhEUl/Di5TCKHs4YcLmr0xCrw6Zqfnz/16rfD1/cFNVv0pWL9jun2g/i9a6d58egmyugolMoolFGRqJTReOYqRKEytX/5uGxaPJaj25exYsXcOCUMJEmibdteHDp8mhELDmNlF39tqW0rJnPj1Fbu3zv9S3l8FhUVxbt3H3n79h3v3n3g7dv3mJubUalSGSwtE77Qj46O5tChE2zYsJ39B45hYGBEqeotKV+3HRbW9smSW2JJkkRo8CfevXrKu9fPeOvnyzu/p3zwj/l/dFQkAHp6emRyy0TWLG54eroTGRnF8uXraTdwLoXL1vmtOQsp499FYzizfx0nT2wne/Ys2k7np2k0GkqWrI1kaEuvif9oOx1B0IrEDjylz6uVVEwZHcnqWf3ImycnO3asiv2LkCAIgi6TyYi5NcxIwtVWHdsepYSAcNl/A1IyPgTLePpWjoQexgYxA1AOFhIOljG3lukiSQILYzAzipkB9SOhUTLu+iVuBCmjjYb8biqxCp3Au3cfqF2nNUGh0QydtwenTOl79aQcBUqSo0DJFItvZmENxNxO86Xly9ezY8c+Og6dn+CgE0Dm7Pk5uGkBr1+/SbDweVIYGhri6uqMq6tzkh5nYGBAjRqVqFGjEv7+b1mwYCXLl6/i6I5lFK/UiEoNOmHnmOmX80sMmUyGuaUt5pa2eOYqHOdnGo2GwI9veOfn+9/XU16/fsbNXSd49/oFALcvHRUDT2lE3dYDuXflOJ27DOLQwY3o6aXOj6RyuZw+ff7kzz/78fr5Q7GqnSB8R+p8ladjO9fM4MObF2zduF0MOgmpzqJFqzh9+gJr1szXdiqCjjDUB0dLCUfL/0++jVbBh5CY2kbvgmW8+BAzEJU7o4pcGXXnNrOwKHjyVsHTd3IilcmblKWxhoKZ1WSw/OGkZCEd+PjxE3XqtiYgKJw+UzZh7+Sm7ZTSvKpNuvPOz5eu3QZz48Yd8uXLhbm5GUOHTaJ0jZYULFnju493z14AgCtXbiTLwFNycHLKwNixg+jbtzNLl65jwYJVnN7/D96lalKlUVdcMntpLTe5XI6NvTM29s545feJ8zO1SsnHt6+w+InC8IJuMjAyplXfmUzvX59ZsxYyYEB3baf0044fP4u5pQ3W9k7aTkUQdJoYeEpFnty9zJGtSxg1qj9eXvEvLysIuszZ2ZGcOdNXLRIh6Qz0wNlawtk6ZmaUUgUP/OXcfqVHSKSaXBnVWHx/QakUE6UEvwA5Lz/KeRMoS9StdUlhoJDI7aomi6MmVda8EpJfUFAw9eq147X/R/pM+VcMOv0mMpmMP3pORt/AiA2bD/DXX8sAyOSZi4Ydh//w8Va2GbCxd+Ty5RvUqlUlpdNNEisrS/r370rXrm1Zu3Yzc+cuZXy3KuQpUp7qzXvjni2ftlOMQ6Gnj4NLZm2nISSzzF4FqNyoK1On/k3lyuXIly+XtlNKsrt3H7JhwzYadBwpytEIwg+IGk+pyMJxf3Lz/EEWLJhGo0a1UvVKEIIgCEnl+17O9WcKolQybExjVoqzt9BgZy5hlMAEUEmCKBWERsp4Hyzj8Vs5GkmGhXHM4+3MJCxNYh6f0EyqyGh49UnOy08xxb+Te7AJYgacsjppyOaoxlBMZhX+ExISSr367Xjw0JdekzaQMXMObaeUboWFBPLq6V2c3LJhYZW4ZeAXje+ECZ/Ys2ddCmf3a5RKJVu27GHW7MU8831J/xlbcfVMfYMAQuqjUkYzrW9djPWV7Nm9BltbG22nlCSNm3Tkxi1fRiw8jJ5+GliyVxB+gigunga993/O1qUTuH7uAPnz52H8+EH4+BTVdlpCApRKJTt3HsDX9wW9enUUt0YCgYFBRERE4uSUQdupCKmUWgMvP8rxD5TxPlhO+H/FyfUVEnoK0FeAnlxCoYBoZUw9JbXm/wNFcpmEBEhS3MEjuUzCzChmlT0bMwkLY4mQCBkvP8p5HyKDFBhsgpjV7ryc1Xhm0KAvCocLXwgPj6Bhw/bcuHmfnhP/wS1rHm2nJCTRwU0LObBxDi9eXEWh0P0XeEREJFWqNOXth1AGzt6FqbmltlMS0gE/3/vMGtQYuVxi4ICudOzYAkNDQ22n9UNnzlygZs0WtBs0j8Jlams7HUHQGjHwlIY9unWBbcsn4PvgBlWrVmDMmAFky+ap7bSE/3z6FMDKlRtZsnQdb/zfIJfLqVCxNCtXzMXEREv3B+mIESMmc+DAMS5ePKDtVIQ0IiwK3gfLiYgGlUaGSk3MlwYMFGBqJGFmKGFqFLOanP5/N5gHhsHTd3LeBMkJjZShkX7/fW16comyOVXYmYs6TkJckZFRNGvWifMXrtF93BqxTHcq9fDWeWYNasLp07vJlSt13Gb+/PlLypSth62TJ1nzFMfQyBgDIxMMjUwwMDTGwNA45v9Gn/81ie0jPiMIPysk6CO7187i9P71ZHLNyNixA6hZszIyXSnq+BVJkqhQsRGfQjQMnLVT3IUipGti4CmN02g0XDm1m52rpqKKCuHhg7NiRo2W3b//iIULV7Fx4w7UGonCZeviXbomF49u48LRrdSpU42VK+dqO02tevToKR8+fKJ4cfEhStAdkgTBETG38r0JlBMUnry30ynkEiYGYGooYWQQc3ufjbnE2Yd62JhqKJFN/eMgQroRHR1Ny1bdOX78HN3GrCRb3uLaTkn4SZERYfRrlJtZs8bRqlVjbaeTaCdOnGXY8CkEB4cQHh5BRHg4ERER/OgjQ53WA6napNtvylJIi/xfPGTrsgncvnScEiWKMHHiUJ2s/bRz535at+5Br4nrvymGLwjpTWIHnkRx8VRKLpfHTOuUJJZP7Ul0tFIMPGmBRqPh8OGTLFi4iuPHTmNhbUeWPCWwtnPi+aMbnD24EZlMhnehAtSoUTHZtvns2Utu3brLzZv3uHnrLlaWFjRsWIvy5Uvq9HmQNasHWbN6aDsNQYhDJgNLE8jvpgE3DSo1vA+R8SZQjn+AjODI+P+SKUNCJgM9Rcyg0ufBJVNDCRNDCVNDMDGUMNSLv36Up4OaWy8VBIVrsDQRs56EGIMGjePo0TN0GblUDDqlckbGpji7ZePKlRupauCpTJkSnD61I06bJElEREQSHh5OeHgEYWERX/w/nD59RxEc+EFLGQtphVOmbHQbs4q7V06wZel4ypWrR7XqFbG3+3/tp8+zoGQy2Xf+D6amprRp04RMmTIma44qlYpx42eTs2BpMegkCEkgBp5SOZks5gORRqPRcibpz5kzF+jVeyRPHj/FLWtuTM2tUEZFcvvSUaysrKhYsRTDBrShQoVSv1QsMSQklF27DnDz5l1u3LjH7Tv3CQ0JAcDaNgMumXNw79EDNm/ehY2NDQ0a1KBRo1oUKpRf56YonzlzkZcv/WjatJ62UxGEBOkpwMlKwslKTQF3iFbFtMtkIJfF/Csj4WLkiZXZQcPjtwr239DD3V5Dblc1prpf1kJIQU+fPmf16n+p32E4Ob3LaDsdIRm4ZcvPmbMXkSRJ534nJ4VMJsPExDjBkgEDBo7DwDB9lxMQkk9O7zJkz+/Dmf0buHRsK/cev4v5gSQRU6kxZrby121IUuzMvMCPb/j77xV06tSSfv26YGmZ8EyMpPj33x08fvSEwXPmJEs8QUgvxMBTKieTfx54En8t/52OHj1F8+ZdyJQ1H/2nTSU8LJj5o9vRrVs7atWqQqFC+ZKtkOjKlRsYOXIKGVzcyeiRm4oNypPRIyeunrmwsLYHYv4S6ed7jwvHtrF52w6WLFmDm7sbTZvUplGj2nh6uidLLr/qyJFTHD16Sgw8CamKQQr9pjTSh+r5lTx5K+fOKwXPP8jJ6hgzACUKjadPM2YswMLantLV/9B2KkIy8S5di7kHNnDkyCkqViyt7XRSTGRkFAYGYuRcSD4KhR6la7SgdI0WP/X4yIgwDm9dwuIlC1mzdjODBnajXbvmGBj8/OpzUVFRTJo0j4I+1cSCD4KQRKLGkw6TJImgT+8ICXyPgaEJ1vbOGBgaxelz6+IR5o9uR0Hv/DRpXIu6davj4JC4ZX6Fn3Pw4HFatupOtrwl+HPYQvQNjJg1uAlm+pEcPvRvsv9F89y5y1Sv3oyBM7eT2avAD/tr1Goe3jrPxWPbuH5mHxHhoeTNl5sypYtRrJg3RYsWTHXL1QpCWqdUwwN/Off9FNiaS5TLqdJ2SsJv9vz5S7y9K1Gv/TAq1G2v7XSEZCJJEtP71cPeUsH+/f9oO50Uk8nNm0qNulOpQSdtpyIIcQR9esuuNTM5d+hfMmVyZfToftSuXfWnrtcXL17DkCHjGT7/IE6ZsqZAtoKQ+oji4qlMeGgQr58/xO/ZfV4/e8CbFw95/ewBoSGBcfpZWNlgbeeMpZ0ThUrXwrtUTa6c3sPl4zu4c/k4kqShdJkS/NG8PvXr1xCrLCSzvXsP07pNT3IVKkf7wX+hr2/Is4c3mNK7NqtWzaN27arJvk2VSkXWrMUpXrUltVv1T9Jjo6MiuXXxCNfP7ufp3Yt8ev8GgCxZPSlezJtixQpSrFghMmfO9NtuAVi+fD3Pnr1k7NhBAIwdO4NSpYpSrlxJIiIieffuPW5urr8lF0HQNff85Nx8oaBuISWGuluuTUgBvXoNZ8euI4xddhoDI3HLUlpy88JhFoxpz+7d6/DxKaLtdFKEQ4Zc1G8/nLK1Wms1j+ioSLavnIKf7106DV+MiZmlVvMRdIffswdsXzGR25eOU6hwASaMH0KRIj/+g+5nYWHhFChQkSz5ytKq7/QUzFQQUhdRXDwVCfr0juFtS6JSRgGQPXs2cuXMSqPaJciZMxsuLk6EhITy6tVrXr3yx8/Pn3PnLrNz1RQKlalN4f++QoMDuHZmH5dP7KBjx77MmbOUCRMGU7q0KE6aHLZv30fHjn3JV7wKbQfMQaEX86nw0JZFuGd2p0aNSimyXT09PSpVKs2FS0eTPPBkYGiEd6kaeJeqgSRJfHrnx5O7l3hy9zLHTl9m7dpNSJKEnb09xYsVpFgxb4oV8yZPnhw/LFIuSRKhoWEEBYVgbm6a6HvnVSoVSqUy9vsLF66QOXMmAI4fP0Pz5p25fv0obm6uvHjxCnt7O4yNjRIKJwhpirO1hnuvFey5rk9WRw3ZHNViACodePHCj/X/bKV2qwFi0CkNylOkAq4eOZg+fX6aHHiSJAm1SgVot+zDyye3WTmtNx/evsDQ0JDF4zvRbdwq9PXFLYACuLhnp9uYVdy7dpptyyZQpUpjateuyqhR/fHwcIvTV61WExYWUzz/cwH9f//dQUBAIDX+6KWlPRCE1E0MPOkAC2t7mnQZw5Gti3nz6inmFqbUqVOF6tUrJvjhf9++IzRv3pmPb19i5xjzod3MwppS1ZpTqlpznt67wtZlE6hTpxWVq5Rj7JiBZM+eJcEcAgICefLkGY8fPyM6OpqGDWslWEAyvXnx4hUzZy5k7drNFCxVk9b9ZqJQxLx03vs/5/qZfUybNirZajp9KSwsHD8/fxwdHXjxZCcBH/yxtnP6qVgymQzbDBmxzZCRIuViaiyFhQThe/8KT+5e5sHdyxw4OJPoqEiMjY0pVCg/Xl5ZCAuLGVwKDAwmKDiUoKBggoOCCQkJiVPU3j2zOwUL5KJAgTwUKJCbvHlzYW5u9k0ef/7ZKs73e/asj/1/yZJF2bhxSeyMp06dBuDgYMuqVX/91D4LQmpjaQJV8iq5/1rB/ddy7r+Wk9leQ3ZnNeZi/DXN2rPnIHK5glLVf66WiaDbZDIZlRt1Y9mU7ly9epOCBfNqO6VkJZPJyJ0nJ0/vXaVsrTa/ffsatZrDW5ewa810vLyysnnDNgICAqlbrw3rZg+idf9Zqbqwu5C8chQoSfY5u7lwbBu7Vk+jaLFquLtnIvzzSo0REURHRcX72Ir1O2KbQczKF4SfIe7D0gEymYySVZsxYuERSldvwfXrd2jTpicenkVp2bIbq1f/y6xZC8mbtwzTp8/nn3+2snFjzDK3k3vX5uSetd/E9MjhTb9pW+gwZD7Xbj7Bx6cmNWo0J3v24vTqNYwZMxbQtetA8ucvj61tdjw8ClOpUiO6dBlAnz4jyJGjJJ6ehVm6NG7s5cvXkzdvGZYvX//dtuToq+0Yz569oEePoXh7V2Ljv7sxMDLFI0eh2EGnk3vWMqF7NYyNjWnWrP4v5bFo0Spu3LjD+vVbGDZsIoULV8HWNjsZM+ajaNGqzJu3FIVCj8m94n++f5apuSW5C5enTuuBeJeujamFDZUadKJa8z4Eq8zZe+gih45e5uChk7x6F4FNpgLkLFabcvW70LTreNoP+ovuY1fRdsBsPPJV4OaDt4yfMIeaNVvg5laQwkWqUrFiQzJn9mbEiMmEh0d893iYm5vx6tXr2PZZs8bSv383li9fT/bsxSlRogaBgUG/dKxTw7mXmnPWlRipMefP7cULl+HGsTXULqgkh4uaR35Kdl1RsPaAHxHR4tjpcoyf3d7x42cxNbfCyNgUQbtO7lnLsDYlvvldm1B7YhUsWR0Laztq1PwjTZ27n9vLlinO7UtHGdq6eLJep/zI4a1L6FXfi20rJ9O1axsOH/6Xc+cu0blzf5o0rhMzuLBmBvDrz6GQdsgVCopXbMjoxcep22YwChNHPgWG4OZVhLpth9Cy91TaD/qL0jVaYm5lR+WGnRm58DD12w8DxLkkCD9D1HjSMcPalODTOz8sbBwoU70Fd6+ewPf+tTgzS2QyGa4eOXn7+hlREWHYOLgwYeXZBGMqlVGc2LWarcsmxC4xamZuRYaMHrz0vUd0ZASmFtb0mrAWeyd3QoI+Mr5rFaKjItDX12fjxsWUK1cSgLx5y/Dy5WtcXZ25efNEgm3J0VebMUxMjImKisbM0oaK9f/k6I7lBLz3j3Osh7QqRuAHfywszHn+/GqS8ti9ex3btu1lypR5RERExnm+Mri48+nDG5RRkZhaWNNp2CJsHJyZMbAxAe9f//D5/lmfz72v4yfUnhC1WsWbl0948egmzx7e4OyBDahUMbfWyeVysmfPSoECudm79zCBgUG4uDhx+/bJ2Md/7/kyNjbi5cvrKBQKJEkiX76yv/yc58pVktev3+LsnIE7d07/VIyUOn9Ty+tFF2OkxpwTai/oXZmMXiWo22YguTKbUzSLWhw7HY3xs9szNzfFzCoDIxcdQ9Cu5Ppd+LUndy4xY2BjJEmTps7dz+3Hjp2mfv22ACl2nfI1lTKaPg1zo1JGYW9vy8OH57/JrX37Pxg9ehotek1h7z9zf+k5FNKupL7uf/X9QBDSksTWeBIznnRMlUZdsXFwoUazXlRv3ov+07cy9Z9rlKjcBCMTM0pWa860DdcZMm8v9dsNxcbBhSqNun43pr6+IRXrd6R+u2FYWNtTv/0wpm28Qf8Z22jQfjg2Di7UbtkfV8/cGJmYYe/kRoMOwzG3tsPKzon69dvG/kWrd+9OuLo607v3/1ctia8tOfr+7hiPHj3FwcEeAEmmR/32wxm79BQV6/9J1cbdvznWFerErDpUvXrFROXRrVs7bGysMDQ0Il++ckye8jfm1o4YGptSuGwdBszcxqwtdxm95AQNO4yIfV6y5imKbQZXqjbulqjn+2d9Pve+jp9Qe0IUCj1c3LNTvFIjmnUbT6NOo7G2d6ZK42407TYBW7eCnLn4gODgUABe+7+lRImadO06kMWLV9O0ab0En6/x44egUCh49OgplSo1pEWLhj/1nJ8+fYGdO/cD0LlzGxQKBfXr1yQ4OISOHfvy8uVrnTh/dfn1ousxUmPOCbV379aGZ7eOoRf+lBcf5USrxLHT1Rg/u73cuXNgYCRmO+mC5Ppd+KXrZ/czd3gL3DO74uLimKbO3c/tRYt6o1AoMDGzTLHrlC9JksT6eUPRaFTY29syeHDPeHPr2bMjbds2Y/1fQ8lbtFKKXkcJqVdSX/e/8n4gCOmVmPEkfNftS8f4e1Qbtm1bSdmyPtpOJ0Xcv/+I6dPns3XrHqxtM1CpURdKVG6KgeGPC6pM7F6VMiVyM2/exHh/LkkS16/fZu3azWzavJuQ4GCy5SlKsUqNKViyOoZGJsm9O6mGUhnF62cPefH4Fi8e3+LVk9u88r2PShlNzZqVGTSoB7lze8X72Lt3HzJjxnzmzZuU6FpkAQGBWFpaIJfL6d17OC9f+rFlywog5nmSyWS8fPmaFi26MGfOBPLnz51s+yoIySEsCnZdNcAnmxJX26QX8Y1WwfMPcj6EyDDUA0N9CSN9MDaI+ffz9wrxJ6nfrlOn/ty4/5bekzdqOxUhmR3ftYp/F46iTp1qLFgwFSOjtFvoulatlgQrzegyalmKb2vv+jnsWjuTRYum07hxne/2ValUNP+jC6dOX6L3pI24Zc2T4vkJgiCkF2JVO+GXSZLEvn/mULhwQcqUKaHtdFLE+fNXqF69GUYmZjTpOo4SlRsnafUTz1xFOHM25jYxpVLJw4dPuXnzDjdv3uXGjbvcun2f0JAQrO0yUKJqS0pUaoSDS+aU2p1URV/fELeseeJcAKqU0Vw6voP9G+ZRqlQtatWqwqBBPciVK3ucx+bMmY1ly2YD8Pr1G8aNm8nEiUOxtraKd1sfPnykcOEqTJw4lGbN6jNp0vA4F/+fi466ujpz7Ng25HI5arUaPz9/MmXKmLw7Lgg/ycQAQCJKJSOxq0dJErwNkvH0nZxXn+RopB8X2NVXxAxAGelLGBl88f8v/zWQMDYAuajXmyxCQ8MwMEy/f4hIizQaDTtWTeXgpgV06dKW8eMHI5en7VHdMmWKM3PWEtRqVWw9zJRw4ehWdq2dybBhvX846AQxqwMvXzab2nVaM2/YH3Qfvwb3bPlSLD9BEAThW2n7N6DwSyLDQ3h6/xqtWjVMs6uB5MiRjQoVyhARFoLvvatER0b8+EFfyJK7KL5PfSlTth4ZXQtQsmRNunYdxLZdJ4hSOFChfhd6TVzHuBVnqdtmoBh0+gE9fQOKV2rEyEVHaNl7Gucv36NkyZq0bt2Du3cfxvuY589fcevWvTh10D67du0WAHZ2towa1Z8KFUoDYGxslOA5/fmDwYwZ8/HxqRmnmLkgpCSVGj6EyPD7JOPZ+5iZSUr1/38uk4G+ApSqH8cKjYRbLxXsuqrP8Xv6vPioSNSg05ckQKORodaAWiNDpQGlWka0GqJVMn48X1pIrNDQcAxEYfE0Q6WMZvWMvhzctIDx44cwceLQND/oBDEDTxHhoTx/eCPFtvHw5jnWzh5I8+YN6Ncv8bc5mZmZsm3rCnLk8GDesD94ev/qjx8kCIIgJJu0/1tQ+GlGJuaYmJrz/v2n2Lb4VjdZtmwd2bMXp3Llxnh6FmXfviNx+i5btu67j09qe3LG2LJlF//+u5j586dw9/JhRrQryYBmBRK1SsXJPWvZvGQcTpmyYmLvRZ3Wg+k7dRMNO45AqVSSPV8Jqjbphlf+kin6l7+0SKGnT4nKjRm16Cgte0/l6PEL+PjUoEyZuty79yi23/Ll6+nUqR9t2jTB1taGoKAQFi1axdKla8mWrRjly9fnwoWYi0uNRkPFig0Sfd5YWlpgbGzE1q17UKvVnDx5LtWtMpSeY6SmnJUquOsnZ9dVfQ7f1ufUA33OP9bj8G19dl7RZ/W2K7TsMp3V22M+zEWrZfHGVqnh2Xs56w5/YPc1A+68UhAeLcNAT0ITFciLh9dQBT8jSwY1uVzUFHRXEeV3gvWzehDxdAd1vKNpXDSaoNurGNK6BC8urqaUl4oinmryZlJzZt9aalcoxb6t67A2lWJvyUvtxz85Y/zs9nyfvUDfwJBEVD8QUlhSV6v6un9EeAgTulflwrFttGjRiG7d2sX2TYvn7pft16/fRiaTsXf93DjncnKsAHZyz1oGtyjM36Pa4ONThNmzxyGTyZK0L1u27ML/tT8ODtb8Nbwlj+9cSrb8BEEQhO8TNZ6E75rSuyYli2Rn3rxJQNyVQk6d2s2//+5g2LAJKJUq5HIFmbLk5tNbX06d3EHNmn/w8uVr9PT0OHFiBzlzZkvyqim5c5fCz+8NZmamZHJzpXmzeixatCpFVnp5/foN3t4ViYyMwsDIhNlb7n53ppdY6eL3Gdq6OAHvXyOXK5AkDXXqVGPgwO40adIhzvO4ffs++vQZgbGxEf7+b7G3t+XBg3PIZLJfWrFn8uSR/PFHZxwd7Xnz5n2qWWUoPcdIDTlHS8ZUrNOScrXboNZAZgcNw3p14P7tmzjYWXHw2H7uvFLgFxAzwhMVEYa1pQn53NS42WliYxcuWZ6Jc5by/IMc5X+DUu9eP+PxjZOMGdQMKxOJfPl0Z7/Tcoyf3Z6+vj5KpRIjYxOs7Zyw+u/L2t4ZazsnbOydsbZ3wtrOGSMTM4SUk9Tf4V/2HzBjG/NHteGV7z0kSUoX5258MQCMTExxzpQNx0zZuH52P+GhQVjZOTJp9YVEPAvfGtKqKIEf3qCnp8fjxxextDT/6X1xcXHE3d2NK1dv0WX0ClbN6Cuu2wRBEH6SWNVOSBZ2Tpm5ffsBd+7EfDVpUhd7e1scHTPg5VWCwUPGk8E1K2aWtjTqNJru49ZgYGxJ23Z9KF68MAAGhiZUrNiQTZt2xllpRKPRsHDhSnLmKo2rqwvOzhno3r09p09fYMKEWVSq3JjX/u+AmPoXD+4/Ik+eHCm20ouzsyNt2zZDJpOhp6ePMjrqu8dGrHTx+3xe0a/hnyNp3mMSp8/dxMenBra2Njg62sc+j3XrVuPq1cP0798VV1dnBg/uGTt4+CvnTbVq5TlyZAsDBnQnY0YncuTIxsOHT5IUI6X7ihg6nnOfLnwKleH7Xs4VXwWD5x1g9OKj+FRrQWYHDTULKCnsoaZpvTJYmRvQtUtLbMwkSnmpCH+wjkmdfVA/20RtbyVudhqiVdB/zBzGLD5Cu6ErePxWgaEe5HBRE/F0J0vHNCO/uwZrUwmZLJUfu1QU42e3N2hQd5Yvn8OwoT2pU6Mkni4mRHx4wKXD61k3dzDzRrRibOdK9GmYi+n96qFWKRFSRlJ/h3/Zf8vS8bx8epc6daqmm3P36xguLo506NCCIYO6USS/OyFv7hAdGQZA0Me3HNy8MEkz+yLCgjm1dx0atQq5XM7gwT1iB51+dl/69u3Cv/8uoWiRAvw9sjX5ilUR122CIAgpTMx4Er5r/8a/2bFq6jftthlcKFG5KSUqN8HKNkOcnz17cJ0ZAxqiUikpVqEBzbpNYP1fQ7lwdCsdO7Zk/PjBvHrlT7duQzh//hIFfKrx8OY51MpIACIjIzG3tCZbXh+y5/fh1dO7nNyzhjlzJtCqVeMU2U+NRsPMmQuZNGkO2fMWp82AOVhY26fItoRfp1JGc+7wZg78+xef3r2mXr3qDBjQDS+vrCm+7ffvP1KhQgOmTh1J1arlUalU6OmJWymFuCQJgsJl+AfKeBMUU69JrYkZBDUzlMhgpcHZSkMGSwk9RdLj338t5/pzPcwMJVztNGSy1WBlEjPIJKQt0dHR+Pu/5dUrfx48eEy/fqNo1XcGxSs21HZqwlfevnrK+nmDeXjrAg0b1mLChKE4ONhpOy2tU6vVPH/+ilWrNjJ37hKKlKvLHz2nJLh6sEaj4dGt85w9+C/Xz+5DpYymQsXSjBrZ/5vFRn5FREQkLVp24/Tpi3Qavpic3mWSLbYgCEJ6kdgZT2LgSfgulTIaP9/7SJIm9i9UCj09MmbOiVyR8Kel0/v/4erpPXQavhhDIxMkSeLk3rVsXjSGrNk8eOb7AjMre1r0mkq2vMUJDw3i5J61KPT08MpfEpfMOZDL5Vw/u5/FEzrTq9efjBrVP0X28ePHT/zZaQDHjp6iWtMe1Gje+7v7JugOlTKac4c2xQxAvfcnb77clCpZhBIlClO8eCGsrCxTZLvR0dHo6+sjk8no3HkApqYmzJgxJkW2JWifJEFENIREygiLiimqLZP99/VfH7ksphh3aCQEhsn5ECojIlqGQi7hYCGRwVKDvbmEhbGEfjKMU34e2LIUg03pTtNmnbh55znD5x8Sv6t0kCRJnD+8mW3LJ4CkZvSofrRp0zRdFBdPjK1b99Ct22AyuGal04glWNs5xf7s0zs/zh/ezPkjm3nv/4LMHu60bNGQpk3r4uSU4TtRf15UVBStWvfg6NEz/DlsIXmKVEiR7QiCIKRVYuBJ0EnPHlxnzaz+ZMlTjHrthmD0nVV83rx8zKSeNaherTzLls1KkYu2ixev0aZtL0LDomjTf7b4a1cqpVRGceXkbu5dPcWTOxf4+O41MpmMnDm9KFmyMD4+MYNRtrY2yb7tjRt3oKenoEGDmskeW9AuSYJHb+Q8fqsgOCJxozsGCgkrUwlrUwknKw32Fv8vwi0IyeHy5etUqtSIDkPm412qhrbTERIQGhzAtuUTOXvwX7wLFWDWzDHkyZND22nphJs379C8eVdCI5S0HTCX0KBPnDv0L3evnsTIyIi6davRsmUjihXz/i2rKkdHR9O2bW8OHjxOhyHzyVe8copvUxAEIa0QNZ4EnfTi8W0iI8Nxcff67qATwI1zB0HScOnSNVau3BDbnhwrr/z99zLc3QtSrVpTTKycGTJvLzm9yyS4skl87WIVFN2hr29IsQoNaDtgNuNWnGXc8lO07D0NC6fcbN15nFatupMlS1FsbLKRMWN+snv5kCtXGfLmK0+WrMWwt89BjhwlKVW6LuXKN6BS5cZ4F6qEs3MeqlRpzIgRk5kxYwEdOvQmS5YizJ27JHbbTZrUISgomDx5StO8eWfevHkX+zNdWGUovcb41e2pNbB2112uPtPj0xtffLIpqZ4/mkZFowm/t5JJnX0Iv7eKRkWjaVgkmgZFogl/sI7RHUrw7MJqCrircbSSWLUy/R279Bzjd2zv5s27lCnjw4GNf4lV8HTUyT1rmdSzBm5Z89F36ib834dRrlw96tZtTe7cpXTmXNLW9vLmzcWxY1uxsTRh9pBmLJ3cDRN5CHPmTGD48D6cPn2ee/cexhl0Ssl9Wbt2Mzdv3iZnzmwsmdiF62f3i2s8QRCEZCZmPAm/VVJWi1kwpj0Prp8kKio6WVZeyZjRiYULp7Fq9SY2/bsDACMTM6ZvuI5CTz9OflZ2jvQcvxYr2wwYmZgzvK3PN3mL1etSj0/vXzOxR3XCggMwNrWgQr0OaDRqNGoVx3etIjI8FENjU4qWrx/bfvnELqKjItDT08feyZWwkECCAz8BoK+vj7//LRT/3eby+RxTKBQsXDiNhg1rxWnXhVWG0luMX9nejsOnuPpMgVItY/famdw8tSnV7Le2j116j/G7tjd//lRq1WpB19HLxa1BOujr6wOVMprDW5fE1sx0dHTg3r0zsf3T07n7ZXuePKV59cofR0d77t07q7U8vrxOLFSoALv3HMbY1JyQwI/iGk8QBOEHxIwnQScldrUYSZLwvX+F0qWL//LKK+3aNcfS0pyIiGhq1mzByTM3yFe8Cla2jtRrOwSFnj7RUZHcungE2wwZkSsUBH54w9jOFenbKA99G+ZEFR2Jnr4hBUv+/7YGsXpd6mFj70ztlv2xcXChbptB1Gjei1ot+lKn9UDqtR2CjYML9dsNpVm38fzRYxIte0+jQYfh2Di40KjTaEYuOsaU9ddo2nU85lZ2KJVK1q7dHBv/87k3btyg2EGnL9u1vcpQeozxs9vrN3o6F57o4WKjIeLJNm6e2pSq9lubx+53xeg7ZDhjlxxl8LwDnHuk4ENITN0tXdiX37U9H58iFC5ckAP//i1mPemgr68P9PQNqNqkG7Va9EOuUMTUgwsNi+2fns7dL/Xp0xlXV2cGDOiu1Tw+t/fp05lFi6ZRunQxIsNCsLC2F9d4giAIyUTMeBJ00ttXTxn9Zzm2bFlO+fKlkvz4oKAQjhw5yaZNuzh06DgKPX0K+FTHp0pTsuQuEjt9+9XTu5w5sIFLx7cTFhJEpkyuVKpUmpIli2Jvb8vbt+958+Yd/v5vOX36Ijdv3aVmi75UadhFFHVNx1ZO78PjGye4cuVQnGWdP1u1aiN37z5g8uQRv6U+hZB8jt3VQwaUzanSdipCPJ6+k3P5qQKN9P/XlUwmUTmPCmvT9DUAc/jwSRo1ak/HoQsoWLK6ttMREsn/xUOm9q1L5YqlWLlyrvgdoYPCwsKpW68NDx4+o+/UzTi6ZtF2SoIgCDorsTOexBrggk66f+MMMpkMb+/8iX7Mixev2L//KHv3HuXMmQuoVCrcs+WlUecxFC5TGxOzmBXOIsJDuHx8J2cPbuDZw5vYO9jzZ4dmNGlSh2zZPBO8CFSpVEyePJeZM6fz6MZZuo5ZiZ6+QXLsrpDK1GkzkDF/7mPmzAWMGTPwm5/LZDEzMCRJEh8qUhGNBB+CZeTJpNZ2KsJXNBq49lzBozffDvh7Z1anu0EngIoVS1Olank2Lx5DzoKlMTIx03ZKQiI4ZcpG674zWTS+E3PmLP5m9o2gfaamJvy7cTHVa/zBvOEt6DdtCzYOLtpOSxAEIVUTt9r9BFFwMPl9PqZbl01i4dgObPh7OKVKl2DLll3fLRr59u17JkyYhY9PLfLlK8egQeN46PuOhn+OYsLKswyavYsyNVrGDjptXjyWIS0K88/fw3jz4gFt2zbjzu0TjBzZj+zZs7BixT8JFqTMn78cV6/eRE9fH/+Xj4mMCENI/X6moPytC0eo1LALCxauwtf3+TcFS1u1aszUqSNZuXLDN4VkdbXYa1qL8TPbK1a8FmpJhqmhlGr3Ozli6FzOq7Zw/J5evINOWR3VZMmg0Zl9+d3bmzplJKFBHxnSsmiirknE9cvPS8qx+1Hf/CWqUq1pD8aOncGRI6d04lzSude9lmNs27aX4KAgJFUEf41oSUjQRwRBEISfJ261+wmiqHTykiSJQX8UIiTwAwCeWTzo17cTDRvWwtu7YoJFIzNmdMLFxYVbtx+Qu0hF7l45QWjwp+8+L8NaFyNLZidevvTD3/9togpPRkVF4eVVgsDAYJDJqNGsFxUb/PnDVfmE1CGh13N87V+2jVp4hDGdylGiaB5u3Lgdb8FSL68SvH37Hnt7Wx4+PA/ofrHXtBLjZ7YXodRj3PJTlMupJIOllCr3W1vHLiVjNPlzCGXrduZrzx9cZUCr3MjlurMv2jh27u4FCQqKqUczZd3lb44TgEajIejTWyb1rElI4AcsrO2ZuPo8CoWY+J5YSbn2S0xfjVrNgrHtefHwCqYmRvj7v0t3525qiOHo6IBKpcHMxpleE/8RMwsFQRC+IoqLpyBRVDr5RISHMH90G0ICP6Cvr0+rVo25cH4vzZrVR19f/7tFIytUKM2FC5dpP2Q+bQfMplbLfj98XvIWr8KLl6/p27fzDwtPqtVqtm7dQ5Ei1QgKCsHQyIS6rQdSs0UfMeiUhiT0eo6v/cs2AyNj6rQZzO7dB+Mtgg/Qr18XLC3N6dPn/x+adb3Ya1qJ8TPby5m3IADGBlKq3e/kiKFrORf3zkp8nO2NYweddGVftHHshg3rg56eHgYGRnx8+4r7109zau86tiybwMJxfzKhW2X6NMjB0FbFYv/AExzwnv6N8zB3aHN2r53FvWuniQwPRUhYUq79EtNXrlDQdsAcjM1skckUWj+XdO11rysxBgzoxtaty/jg78ui8R1RKqMQBEEQkk7MeBK05uWT26ydM4iAdy9YuGAK1apVSHQ9nLCwcEqWqoOprRvdx65O9DYf3brAzEGN2bNnPSVKFI63z9Onz1m/fgvr/9mO/2t/8hatSN22g3DKlC3R2xHSB0mSWDa5G1dO7aF69UpMnToCFxenePv6+fkTHR1N5sxuvzlLIbGu+ip49UlOrYJKRGku3XL2oYIXHz/faifh5awhj6sahfjzGQBnz16iRo3msd8rFAoyumbE0yMTHh5ueHhkInNmNzw83HB0dODevUecP3+Zc+evcOH8VQIDA5HL5bh65iJzDm+y5CyMZ85CWNk5anGv0oeLx7azYlovnj27Gu9iFYJuOHPmIg0atCNnoXJ0GDxfLDAjCILwn8TOeBIDT8JvpVaruHHuAMd3ruTR7YtkyuTK+vULyJUr+w8fGx4ewaFDx9mx4wAHDhwjWqli8JzduLj/+LGfadRqxnYuT9DHN7Rv/we9enXE3t6WsLBwdu7cz5o1mzl37hImZhZ4l66NT+UmuGXL+yu7LKRxkiRx9fReNi8ajTI6nJEj+tC+/R8ovroorV+/DSqVmp0712gpU+F7JAl2X9PHyUpDIQ9RXFzXRCph11V9DPWhWBYVDhbpr5j4jxw7dhqVSo2npzuurs7o6+sn6nEajYZHj55y/vwVzp+/wrnzV3n+7DkA9o6uZM5RiCy5CpO3WEUsbTKk5C6kS0/vXWFav/qcOrWL3Lm9tJ2O8B0rV26gT58RdB65lHzFKmk7HUEQBJ0gBp4EnRIWEsjp/f9was9qPr57TbFihencuSU1alRCTy/hGhNhYeEcPHic7dv3cejQCSIiIsjkmYv8JatTqHQt7J2SPnskPDSII9uXcXzHciSNinLlfDhx4hxhYWHkyO9DsUqNyV+iKgaGRr+yy0I6Ex4axI5VUzm1dx358udh7pxx5MmTM/bnL174oa+vh5NT2vjg9jZIhp25lGZmnKg1sOmCPt6Z1WR11Gg7HeELKjVceKJAIYeC7moMRFmiFPfmzTsuXLjChQtXOXvuCrdv3UUCcnmXpXilRuQpUkGs6ppMgj69ZXCLIqxbt5Dq1StoOx0hAZIkUadOa+4/9mPY3wcwNDLRdkqCIAg6QdR40gKxWkxcJ/esZVCLwkzv34ChrYqyZ91MPNwcyJDBnkaNalKnTrXYQacvVxQJCQlly5bdtGzZDffMhWjXrhenz92kSpOejFl6giHz9lKtSfefGnQCMDGzxNLaAQNjMzxyFeXOo7eUrdOR8StO03PieoqUqysGnYTvrmoX3wp4E7pXw8U9B/2nb+F9QBTlytWnXr3WsavaZcrkgpNTBhYsWIGbWwEWLlwZJ4Yur+7zdVuUEk7d12PDsQCKl6ynkysVJXV7q1aux//5Ay5cf661nHUlhi7krNHA6h23KO5Tl41H35LJVkOxLDGDTrq8L7pw7JIjhqOjAx8/BrB790FatWzIkycXmTZ1JArlexZP6EzPutmZPaQZr3zvxcZI69dASVkBNSkxzK3skSsUdOs2UJy7Ohxj/fotnDp1jlyFKzC2c8U0e54LgiCkFDHjKRmJ1e7+79bFIyye0AWVMgq5XM6QIT1p3bopFSrU/+6KIkbGRkgaiaioKNyz5eWt3zMiwoKT/ZiK50r4kR+tave9FfDUKiWHty5h+8opANjZ2fDo0QUAsmcvzrt3H3B2zsCdO6d5+/Y9Dg525MtXVudX9/my7UOIjG2nA1GpVGxbPJSDuxZpJY/k3J5PrS7kLlSGbvWcdP7469qxS+4Yzz/IOfdIj9P7/+HKkXWcO71VHDsdifF5tU65XI5Go8Etax5qNO/DhgUj0vTv1aSsgJqUGKFBnxjYvCCSJIlzV0djHDq0maLFqpGjUCUe3jyXps9zQRCEpBIznrRArHYHapWSf/4ezvzR7XB2ssfGxopJk4bRv3837O1tE1xRpGfPjhgaGiCT6VOjRT/GrzjNoNm7qNtmUIocU/FcCT/yo1XtvtdXoadPlcZdqdmiL3r6hnz48IlFi1YBMGhQD5ydM9CvX1ckSaJq1SaMHj0tVazu82WbnbmE3vujhAd/pO3gpfi+lyc5RrLvS7+eREbHzMhK6vb6Dh6Gd6kaWJrKfthXF45/SsbQhZwDwmREvznPyW1z6diuodby0PXtaSPGwIHdcXV1ZvLk4axbtwA3J3Pmj2mHhZU9VnZOafb3alJWQE1sDLVaxbIp3TAxMcHJKYM4d3U0xpgx0wkODqFC3fbi+lEQBOEniRlPQrIJCwli2aQuPLp9gWnTRtGmTdNEP3bZsnX07z+anhPWkaNAyRTMUhB+L0mSWDqpG2HvH3H+/J44P9NoNJw8eQ4HB3ty5szGvn1HWLZsHatW/YWpaeqoH6HWwOWnCnzfK3Cy0pA7oxpb84R/rXz+jZPQqnER0fAmSM67IBkaCRRyUMj++1cOCoWEQhbz+PBoGaGRMkIjITRKhkr9/6AmBhJZHdV4ZtB8tyaQWgPP3su56qvAylSiVHYVRqJ0jSAkmiRJbNiwjcFDJiBTGNK063jyl6iq7bRShS3LJnBs+zK2b19FyZJFtZ2OkID581cwcdJcIiIiyF+8CmVqtSZr7qKJXolZEAQhLRPFxYUUJUkSEWHBBAd+IDjgPUGf3rFn7UyiwgNYs/qvJF1APXjwmPLlG+Bdtj7Nu09IwawFQTuunz3AovF/cvHiAbJm9Uiw3/HjZ9i6dQ9z504EYO7cJVSoUDpRqz5qkyTBy49ybr9SEBwhw8RAwtRQwlAflGqIVkG0SoZSFfO9XA7mRhIWxhJmRqCQS0SrZLwNkhEYHjNzysokZsBIrfn8Jfvi/6CRwNgAzIykmC/DmH/lMlBL4B8g5/kHOXIZuNtrsDOXMDaQ0EgQFikjNEpGWKSMN0EylGoZ7nZqCnuq00yxdEH43fz939K37yj27z9CodK1qNyoC87u2VEoRDX4+Fw6sZPlU3owadIwOnduo+10hB8ICQllw4btLF6ylsePnpAxsxela7amSLm6otC4IAjpmhh4EpLN4zuXuHB0K0Ef3xIa9IGQwA8EBXxAGR0Vp1+OHNlZt+5vMmf+cdHvkJBQdu8+yD8bdnD61DkcnN0YPHcvRsamKbUbgqA10VGRDGpegP79OtOvX5dEPSYkJBQfn5oMH96Hxo3rpHCGyUMjwetPMj6FyQmNhCiVDAM9CQMFGOiBgZ6Evl7MKmUhETKCI2NmLGk0MbOZHCw1OFpKOFppMErcSvDfFRENj98qePpWToTy/3+ZliFhYgimhhJ25hLu9mosjH99e4KQ3kmSxObNuxg4cByBgYEYGZvgljUf7l4FyexVgMxeBbCwstN2mlr3yvce0/rWpXbtyixeNF3MnElFJEnixImzLFq0hgMHjmJiakGxSo0oU7M19k6ZtJ2eIAjCbydqPAm/5OSetQz6oxBjO1dgxoCG+D04i7O1BntLBdERQdSoXp7ly+ewe/c6Bg3qgYuLI+3bN4sz6PT1iiBqtZpBg8bi4pIXT88idO06iHeBEi16TaVU9VaM61Lpp1eF+V67ICSXpJ57n9vPH95MTu9y7Nx5INGr6pibm9GzZwfGjZvB1Kl/ERAQmGDf77X/zhWC5DLIaCtx+fAaOjcsie/51fhki5lJdOXIGppUK8XJPWvxctZQ2FNNhVwqPt5Yxaj2JfhwYxXFsqhxt48ZdEqOFZqKFirDpUNrqFNIScMi0VTPH03E481M7FKK99dXUT6XiryZYgadtH3sdClGasxZV2KkxpyTM0a+fGUJCQnlzp2T7NmznooVfHjx6Bpn961m4dgODGruzcj2pZjcqxb9Gudl/8a/SS2S49rj+K7V9Gucl2l965ItqwdzZo9HJpPpxHOYms+73xljxYp/6NlzKJUqlebatSO0a9uIs/vXMbJ9KSZ0r8rHty8RBEEQviVmPAnfePnkDtP61UcZHYmenh5Ll86kVq0qyOXy7678YW1tSfHiRfjw4RMuLo4cPnyckJAwbG2tadasPv9u2sW7t+8AMDa1YNhf+7DNkBH49VVhkhpDEH5GUs+9L9vrtR3CsindcXJywN//XZJW1ZHJZEyYMIQuXdom2PdHMXRphSCxQpNux0iNOetKjNSY8++IkTGjE3v3buDy5etcvnydpUvXEh2tBCBfsUr4VGlGrkJlkSsU6KpfvfZ4+eQ2U/vURaVSYmpqwq1bJ7C2tgJ04znUtXMmNcXInbsUfn5vUCgU6OkbULNFP8rVaStuMxUEIV0QM56EJPN/8ZAlE7swsUd1LMxNY1ekq1OnGnJ5zKnyeZWPXr3+5ObNO0ydOg+ImSIeGBjMw+cByMzcuPs0AJnCCICPHwNYtWYbOYtWp3LDLljbO1O3zaDYQSf4tVVhfiaGIPyMpJ57X7bnLlwOfQNDrK2tcXCwpWfPjnH6fm9Vna5d21KnTrXv9v1RDF1aIeh3xEiNOetKjNSYs67ESI05/44Yffp0xtXVmXr1qjNhwlAmTRqOi4sjDRrURB3qx/wx7RjRzofda2fx6Z0fuuhnrz0iw0PZvHgsk3vVwtYu5v1/7NhBsYNOoBvPoa6dM6kpRt++XXB1dWbs2EG0btWQrcsmMK1vXV4+uYMgCIIQQ8x4SuciwkO4fekY107t4fq5A7i4ODNoUDeaNq2Hnl7cv9RoNBouXrzG9u172bnrEP6v/TExNcerQGnyFq1IrkJlMbO0ifMYSZIICwnE2MQMhV4yFG0RhFTs9P5/2L9xHh/f+uHqmpEmTWrTuHGd7xYch5jXkagBIghCWiRJEtev32bVqo1s3rybiIgIcnqXIXeRChgamaBvYISBgRH6hoYx/zc0Qt/gvy/Dzz8z0rnZJZIkcf3sfjYtGk1EaCCDB/ega9e26OuLa6G07tKla/TsNZyHD59QsV5HajTvjYGRKCQoCELaJIqLCwkKDnjPzQuHuXF2P/dvnEWljCZv3ly0atWIli0bYWDw/7XENRoNly/fYPv2vWzbvp83/m+wtstAvhLVyFesEllyFUFPX6w9LgiJpdFoePJfwf5rZ/YSHhpM/gJ56fRnC5o0qfvNANPu3QdZvnw969cvwsjIUEtZC4IgpLyQkFC2bt3DylX/cv3azSQ91sTUHAtrO8yt7DC1sP3v//ZYWNnh4JIZr/w+KZT1t968esLWpRO4dfEIlauUY9rUkWTKlPHHDxTSDKVSydy5S5k67W8srB3IVagcjq5ZcMqUFUfXLFhY24s/KAmCkCaIW+3SsfgKXUaEh7B0Ujd61MnKoD8K889fQ7E0jKBG9fI4OTnQunVj2rf/I3bQafz4mbi65sfDowhVqjTmn4178SpclYr1OoJMgZNrVrzyl0RP3yBJBTdFAXAhLUrKa+D0vvWsnNGHTFnyMHntJToOnY9a344uXQbi7JyH2bMXxfZdvnw9/fqNIjQ0nC+vT3WlyKoux0iNOetKjNSYs67ESI0561KMTZt2MmPGfFq2aMCnTw/x97/NuHGDcXbOwJAhvTh7di9Hj25lz571/PlnS+zsrGnRoiHz5k1k0MAueGVxwu/pbcI/POLj86tcOryOfxeOZM7Q5gxpVeyXrj2+9z4/tHVx/l00hs1LxjG2U3nG/Fmeu1eO06ZNUzb8syh20EmXj39qPWd0IUZ8bfr6+lhbW2JjbUkmZ2vePDrP1qXjmD2kGYNbFKZbzcyMbF+KtXMGcXjrEjbMH8nglkU4sXs1giAIaZGY8ZQGfVnossf4NZzYtYrzRzYTGR4GgLW1FZcuHcDW1iZOkcTz5/ezfftelq/YyJXL1wAwNDal2+gVeOYshFyhiLeIZlIKbooC4EJalByvgQHNChAa9AmZXMbiRTOIiopi8uS5vHrln6qKrOpKjNSYs67ESI0560qM1JhzWooRX9uUKfOYMuUvJEnzS9ceX793B316x53Lx9mwYATKqEgAHDI4ULlSGfbtO8zHjwGp/tiJGMnbV6lU8uzZS6pVa8rHjwGYmBjj4enB40dPiIyMOYeQyShStg7VmvbA0TULgiAIuk7MeErHKjfsjJmlLYZGJoz5szy3zu6me9fWjBzZD1dXZ4YP74OtbUwtpl69/iRDBnvc3FzJkbMk3boNJlxjRsmqzbG2d6Z+u6FkzVM0dqWZ+IpoJqXgpigALqRFyfEaqNWiH1Z2jrh65KJjx7707DmMhg1rpboiq7oSIzXmrCsxUmPOuhIjNeaclmLE13bz1j0yZMz8y9celRt2xsLaHme37EzpXYvBLQqzds5AnDLYY2FhTp8+nbl/7zTz5k1k6NDeaeLYiRjJ21dfX5+sWT1iz49x4wZz6uR2/PxuMHRob+zsbKhWtRwvH1xgbOeKLJ/SA/8XjxAEQUgLxIynNESpjOLknrWc2rOat37PyJ8/D506taJevWoYGBjw+vUb7t9/zIMHj7l//xH37j/mwYMnhAQHY2ltR7GKjfGp2gx7p0za3hVBSLckSWL2kKZkcjBk06al2k5HEAQhVcuTpyxeRWvQoP2wn44hSRKTe9XkxePbWFhaUKF8KSpXLkvFiqWws7NNxmwFAaKioli3bgszZi7C/7U/RcvXp0XvqTpXQF8QBAESP+NJvIOlIdfP7Gfz4rFkyepB28E9MTMz5ezZiyxdtp4HDx4TGhICgIGh0X/FDbNSoX5lXDLnwCu/jygSLgg6QCaTYWJmCURqOxVBEIRULTAwiFev/KjULOcvxZHJZOT3qcbLJ3cokD8PU6aMwN5eDDgJKcPQ0JB27Zrzxx8NWLVqI4MGjSNXoXIUKlNL26kJgiD8NDHwlIYU8KlGrkJluHP5BJMnz40zwFSxYRWcMmXFKVM2bDNkRC4Xd1kKgq4yMDQmLOyTttMQBEFI1W7fvg+Aq2euX45VrUl33LPlZ9X0XpQsVZtlS2dSsmTRX44rCAkxNDTkzz9bsW/fUQ5tXoB36ZpiJTxBEFItMfqQSiRmhTg9fQM6jVhC+brtsbTNQP32wxg8Zzdt+s+iSqMu5C1aEXunTIkadBKrzwlC0kSEBXPpxE4+vfOLbYvvdXR812qGti7+3RXwrO1duHT5Og0atCV37lKpanUfXYmRGnPWlRipMefExFCqITwK1JokxljxLy27TGfd4Q9Eq1LffqenGF+3vXjxCoA7l08myzVNjgIlGTJvL9aOWahTpxVTpsxj6dK1Wt/v5IiRGnPWlRgpvb07d+7z4skd7l09iSAIQmolajylEr+6mlxybE8QhIQd3rqYLUsnAOCUKQvObl7cvnyMqIgw9PQNyODsTkjQR4IDPwJgbe/MxFXnYh//5Wtu1KKjHNy0gD3rZwNga2vNo0cXYv/Sqcur++hKjNSYs67ESI05JybGnA1neBcko2o+JaWK/TjGqfMnePxWwa2n4Rj9d+2T3UlNAXd1qtrv9BTj67YnT55RqFAlzCxtCA36lGzXNBq1mr0b5rFn3SxsbKz49CkwzR271JCzrsT4HdvT19fHI0chek/egCAIgi4Rq9qlMb+6mlxybE8QhIS9fHKHvHlzsXLlXCqWKYg86g02VuYYGhqQJ3d2alYtRo9urciUKSNyuYKqjbvFefyXrzkDQyNqtuhDzRZ90Tcw4uPHAOo3aMfjx76Abq/uoysxUmPOuhIjNeb8oxh9h4/jbZCc3K5qzIy+F6MLVeq1YtDMbey7YcCjN4rYQSeAJ2/laDSpZ7/TW4yv2zw93cmWPSv2Tm7Jek0jVyio+UdvsuYugoODvdb3OzlipMacdSXG79he8+b1eXDzHL73ryEIgpAaiRlPgiAIyWB6//rk8LBhzZr53+1XtFh17N29adFrSqJj37xwmM2LxxDwwZ8e3dvTr18XTE1NfjVlQUg3HvrLufospqylDIna3kqM41lP484rObdefr/8ZcXcSuzMf3jpJOiIsWNnsHT5RiatvZzsq4Id3bGCbcsn8PjReSwtE/4rryD8KrVaTZGi1VBiQuGydXB2y46TWzas7ZxE3SdBELRKzHgSBEH4jfIUqcihQyf59CkgwT5v3rzj4YNHZM/vk6TYeYtWZPj8Q1Rp1I2//l5BkaLV2LlzP4n4u4EgCIDBF+MNTlZSvINOkgRP3yl+GOtdsPiQl5pUr16BkKAAnty9nOyxC/pUQ6VUsm/fkWSPLQhfUigUzJo5BjtLPfb/M5u/RrZmWOvi9G+ch5kDG/L4ziVtpygIgvBdYuBJEAQhGZSo0gSNBGvXbk6wz4kTMTWdsucrkeT4n2+/G7HgELYuOWjdugeHD4tCo4LwIzdfKDj/+P8jTx4O6nj7vQ2WERb140Glt0Hi0ik1KVgwLw4ZHLh57mCyx7aycyRLrkJs274v2WMLwtdKly7O0SObefnyGjduHOOffxYxoH8nLAyjmTe8BXcuH9d2ioIgCAkSV0+/QWJWpPtRuyAIus3c0hbv0rWYMXMh69dvQZKkb1apOXHiLNZ2jkzpXTtRr/H43g/sndzIXbg8crmC+fOXx+mvC6v76EqM1JizrsRIjTl/L8aMqTPi9ItQyli+ctM3fZ++Tdwl0YcQGdEq3d/v9Bgjvja5XI6nRyaO7VrJid1r4sRIyjVXQn3NrR04eOAYf//9//fjtHLsRAzd3J5cLufw4ZMMHDgGCwtzdu9eR/lyPswf3Y4BTQuIzxCCIOgkUePpN/jdK9IJgqAdocEBbFo0movHtlO8eGF8fZ/x5s17XF2duXHjOLlyl+FTQDBREWGJeo3/6H3CwMCAt2/vxLbrwuo+uhIjNeasKzFSY84/itG860jqNGlLQLgMSZKhjI7ixrkDhAa8ZszQ9liZSOy4oo9GStxtdFkyqGlXt6TO73d6i5FQ36xZi/LhwyfMrWyZuv5qbHtSrrkS6jukZVECP77BxsaKJ08upbljJ2Lo3vbia1cqlbi7exMeHoGlbQYmr7mIIAjC7yBqPOmQ370inSAI2mFmYU3bAXPoNXEdvi8/8u7dR2xsrOjduxNPnjzD/7U/xco3SPRr/HvvE8ZmFmg0GpRKZWy7LqzuoysxUmPOuhIjNeb8oxjengoq51XRoLCS8rmUSAG3kElKSpavQmikDD0FOFgkvmba47dy+g4epvP7nd5iJNR30KAeGBgYgCQRHRkR256Ua66E+lZr2gM9PQMcnTJobb+TI0ZqzFlXYuhCzvr6+vTo0QGAQqVrIQiCoGvEjCdBEIQUoFRGsW7OYK6d2cO+vet58cKPtm170mviOrzyl/zl+E/uXmZ6/wYcP76dfPlyJUPGgpC+qTVw6r4ebxJZw8nKREPlvCrkotZ4qvD4sS8+JWtRumZrGrQflqyxj2xbys7VU3n08BwWFuI6WdCO9+8/ki1bMTqPWEK+4pW1nY4gCOmEmPEkCIKgRfr6hvzRazIZM+fkjxbdyJs3J0WLFmLh2A7cvXLixwF+wNUzN3p6+uzefRCVSpUMGQtC+qaQQykvFU5WmkT1DwyX8+iNuIxKLbJkyczgQT04um0pzx/eTNbYBXyqER0Vxf79R5M1riAkhaVlzKBneFiwljMRBEH4Vpq4YkrJgtyiMLggCD9LX9+QjkMXEhmloUuXQaxcOQePzK7MG9GKNbMH/nTck3vWMqZTeZzdvZg+fT7ZspWgZ89hDBo0jjx5Sqf6Qq3JESM15qwrMVJjzskVY9XK9fT+oxzq0Fckxvn7UaxYvT3V73daifGjvmZmJuTKlYO1cwagUkYnyzXeyT1rmTGwEXYZXNmx40CaPXYihu5sL6H2tWs3I5PJuHXxCIIgCLomTdxql5IFuUVhcEEQftXT+1eZP7INtjYWREZG8O7dBwCadZtA6Rotkhzv83uNtb0znUcs5sqpPVw/vZd3/s8BMDU1YfXqvyhVqhje3hW1XvRUGzFSY866EiM15pzcMdwzuzN73TH8A3/897n7V44yuntJrecsYiSu79q18ylfvgHVm/fmzIENv3yN97ndyMQMPYWMly+uptljJ2LoxvZ+FMPIxJxZm28jCILwO6SrW+1SsiC3KAwuCMKv8vAqyOC5u5EbWfPxYwBWVpaUKlWUf/4exr4N80jE+H8cn99rqjbuRqYseajXdjCjl56gSuOuGJmYIdczokGDdmTLVgInJ0ccHR1SVaHW5IiRGnPWlRipMefkjtGje1tKZk/cbXde3uV5HSDTes4iRuL65s2bix49OrBvwzyKVWj4y9d4VRp1xdreGblMTtUqZdP0sRMxdGN734uhp6dHpiy5EQRB0DVpYsaTIAhCaqBURrFlyXhO7F5N3brVefjwCXfvPqBi/Y406DA82bYjSRIvn9zm6qm9HNqykN69OzFiRN9kiy8I6YVaA2ce6PH6BzOfTA0lquVToqf4TYkJvyQiIpKSpWojM7Sh75RNyBW/9sQd3LyQXauncfHifjJndkumLAUh6apWawYmmWjTf5a2UxEEIZ1IVzOeBEEQUgN9fUOadh1H+0F/cfjoWe7efQDA+cObUSqjkm07MpmMTFnyUKZWKzQaDfnzi1XvBOFnKOTgk12Fp4P6u/3ComTc8ROjTqmFsbER8+ZO4Om9q8we3AT/F49+OlZEWDCHNi+gZctGYtBJ0Jrw8Ajmzl3C3TsPUCmjtZ2OIAjCN/S0nYAgCEJ6U6hMLQqVqRX7vSRJyGTJvyb7kzuXASha1DvZYwtCeqGQQ2FPNU7WGi4+0SNaFf9r9f5rOe52GixNknbrrKAdJUoUZteuNfToOZyJPapTtUl3qjTqgp6+QZLiHN66BGVUBP37izILwu8XFRXFqlX/Mn3GAj59DKBElabUaN5L22kJgiB8I0VmPCVlRZCfWT1ErBwnCEJaIpPJUuS97cndS9ja2lKxYgOtr7aTXlcZSo0xUmPOvyPGwe3rqJZPSQbL+Os+SZKM3ec+6lTO6S1GUrf34METlNFRlCldlP0b5jK5Vw22LpuY6OvP4MAPHNy8EAMDPfbvP5qujp2Iod2cFy9ejYdHIby8fBgyZDyeectQvXkv7lw+xo1zBxEEQdA1KVLjKSkrgvzs6iFi5ThBENKSlHhvmzO0Gb73LhMVFa0zq+2k11WGUlOM1Jjz74whSfDQX86lx5p4Z8esmtkPvwdndSrn9BLjV7a3fv0ievYazrWrNwCwtnNi4urzsX3je4/etHgsx3YsR5KkdH3s0nuM37m9qKgo1q7dzKBB41Cr1RgYGjN4zi4MjU0Z360KEaHBmFpY03HIfDJ7FcTA0AhBEISUpNUaT0lZEeRnVg8RK8cJgpDWpMR7W7GKjYiKisbOzkYnVttJr6sMpbYYqTHn3xlDJoPszhqUL/fx/vVTvtbozxH07tdTp3JOLzF+ZXu5c3tx6OBG6tSpikwmIyoynJsXDsf2/fI9OjQ4gIObFnJyzxqqVCmn9f3W9rFL7zF+x/a6dWvHokWryJe/AgMHjiWjRy4srO0pWqEB25ZPZERbH5SR4chkMsKCA5g9pBl7/5mLIAiCrhCr2gmCIKRRkiTx14iWBL9/yvlzezE1NdF2SoKQpijVsPOKPkp13LpPHg5qinh+vyC5oLtevPCjb79RHDl8Au/SNWn05ygsbRx4+eQ2x3et4vKJnUiShkYNazF16kjx3ioku9ev33Dlyg0uX475unbtFlHR0RQpV49iFerz4MY5zh/+l4APb8lfIC9tWjemfv0amJub0bFjX3bvPcrQefuwdxIF7wVBSFmJnfEkBp4EQRDSsPf+zxnftTJ/dvyDceMGazsdQUhzrj1T8MA/7op2enKJ+kWUyJN/zQDhN5EkiS1bdjN48AQio1RkyOjB0/vXcHZxpn27ZrRq1Qg7O1ttpymkAWFh4Vy/fvuLgaab+Pv7A2Bj74Rbtvy4Z89PAZ/qPLl7ibWzB2JsYkyTxrVp3boxefLkjI21fPl6+vUbRZt+syhaob62dkkQhHQksQNPYlU7QRCENMzeyY3qzXqxYMF0GjeuHecCVRCEX5fFUc0Dfznw/1EmlUZGcLgMK1Oxwl1qJZPJaNiwFuXLl2TMmBn4vX7DmGF/U7VqefT0xOWz8GuuXbvF6tX/cunyTe7fe4BarcbI2IRMWfOSx6cOtbLnJ3P2AljZOcY+5vDWxWxZOoGWLRszadKwb2baHT16ioEDx1K2dhsx6CQIgs5JkRpPgiAIgm44uWctJ/aswdzKnp49h6NWx9z+o+sr9qTGVYbSSozUmLM2Y2xavx5nq28HmD6Eyr7pqys5p9UYKbE9Gxtr5swZT/Vq5Rk6dAKrV/+rc/utq8cuvcRISt/w8Ajq1WtN+fL12bLtIJbOuWnSdTzD/t7P9H9v0WfyRuq1G0IBn2qxg06SJLFtxWS2LJ1A375dmDNnPBs3bo8T+/79RzRv3gW5Qo8MLh4IgiDoGnGrnSAIQhoSHhrE9bMHcHbPjktmL0Z3LMend35YWNsTEviBIkW9KVumOMuXr+P9+086t2JPcsVIjTnrSozUmLO2Yxw4cZIT9/X5UmZ7NUWzqHU257QYIzXmrCsxUmPOuhIjsX3PnLlI9x5Deeb7HABre2cmrjrH96jVKtbPG8rZgxuZMGEoXbu2/Sb20aNbqVChEX5+/qjVKrHytyAIv5VWV7UTBEEQtOPg5kWsmT2AKb1r07dBLmSAobEpOQqUok6bQYSpzfl7/hrev/8EgEqloX//0fz77w5evHhFr15/an2FoOSIkRpz1pUYqTFnbcdwtJKwMtHE+XlguCxJMVLjfutajNSYs67ESI0560qMH/Xt3LkN/fqNombNP9AzsadG897YOLhQtXE3fmTrsolcOLKZBQumxg46fRm7R48OtGjRncCQiNi4YuVvQRB0kZjxJAiCkIaMbF+K8qUL0qHDH1y9eotr125x5cotHj9+giRJGBmb4J69AI6ZsmJgaEzQp3e8eHgd/5dPAMjgmIGiRQpQrFhBihQpSN68OdHX1//BVgVB+Bgq4/AtPRQKyOaoIbuTGkPx0hGEdO3w4ZP06j2CT58Cqd16IGVqtkYuT9zf/Z/cvcyMAQ0ZN24w3bq1i7fPiBGTWbBgFX2mbMQzZ6HkTF0QBCFRRHFxQRCEdMjZLTtHj55m/PjBFCqUP7Y9ODiEmzfvcvnydc6eu8y5Y1sIDQnBwNCIjJm9yFOkAshkREWEcfHaI/buO4pKGY2xsTFdu7ahb98umJgYa2/HBEHH2ZpJlMyuws5cEgNOgvAbREZGERQUjFqtRiaTIZfLkclk/33xTZuBgQHGxka/JbeAgECGDpvIhn+2kaNASbqOn4xtBtdEP14ZHcm6uYPIXyAvnTu3jrfP3r1H+OuvZTTsOEIMOgmCoPPErXaCIAhpSLPuE4mM1tCjxzAkSYotbrp58y5KlixK796d+HfjEkaN7EuGDHZUrVKGEoWyYGsSScQnX57dv8Kbl09QKaMByJApO7NmLyZTpgL07TsyzrbSSrFXESP156wrMQ5sX0dh79SVc1qKkRpz1pUYuprz06fP6d17OCVL1iRDhlx4efnglaMkTk55cHLKjZdXCXLlKkXOnCXx8ipB9uzFyZatGFmzFiNLlqJ4eBQmc+ZCuLt74+ycBxubbGTNVpyaNVvQoUMfRoyYTKtW3fD0LMzQoRN4+PAJwcEhLFu27rs5L1u2jsDAIB48eMyQIePx9CxMq1bdGDFiMn/+2Y+iRauxdes+TM2tyFe8apIGnQD2bfiL9/7PqVDehwIFyn+Tx/Tpf9OiRRcyeuSgXO22SJLEyT1rGdamBCf3rE3StgRBEH4HcaudIAhCGnPzwmEWjGnPzJljmTVrYZKKrObJU5pXr/zJkMGejh1bMn78TAyMTIiODAegcpVyTJ0yAjc31zRR7FXE0P720lKM1JhzWoqRGnPWlRi6mPOiRTP444+uyPSMCAkKQBkdiaGxKRXrdcTEzBITc0u2LB1PaNAnzCxtadV7GhpJw9o5A/9rs6F594lIkgZJgn/+GkZYSACGxqbkKVKB4IB3BH96y1u/Z3z9cUgmkyFJEgYGBlSvXhFLS3M+fvzEwYPHiY5WEh+ZTEYGF3fMrezJkNGT25eOEfjxTZKLfb/yvcfknjUZMKAr69Zt/uYYRUVF4epaAKVSiaGxKXKZDHMrW4IDPxIZHpqoouWCIAjJRRQXF4T/sXeX0VFdXQCG37G4KxHc3d3d3d2KBYfiUgoFSqGFGkVKcArFKVYoWqS4u1uAkARCPCP3+5GvaSmWQGQG9rMWi/bmzL773JmQzJlz9xbiI1WodA0q1m3P8OETURQV9va2FC1akL17D/L48RMURXltMdTBg3uTMaMvw4f3Y+jQPkyePJr42Gisbe0pX7stx09epnTpuowfP41PPulgscVeJYb5nO9DimGJOX9IMSwxZ3OJYW45V6pUlsZNOuOZMTejf9hOix7jcPPyo1m30TToMJhqTbpRpnpzGnYYipuXHw07DKFg6eoULlOThh2G4uKRgcJlanH17GHO/vUHT588oFTVprh4+NCs22i6j/iewV+u4rN5e2kT8AWuHj40aD+YIdN+pduI7ylSri42dg74ZsnH5dvh7Dt8kVuP4vHLVhAbOweKVajPJ6NmM3T6Ghq0H4Krhw9tAr7gs3l7GfLVatoP+JK6bfonu9i30Whg+bfDyZkrG4MH93rlNRo/fhp6fcLil1EfR6eOzalbswwadcLiWVx0BGvmTcRoePUCmRBCpAfZ8SSEEB8gfXwsf277hfs3LvDw7mWC7lwjPi4WADc3NwoUyMPUqWPIly/XW2P9+GMgY8dOpUazHtRvP5ida+awe+MC1Cj06tWJfv264ebmmtpTEkII8YFTFIUZM35kypRvKVO9Oe0HfIlWZ5XsOItnDOKv3esBKFa8CBcvXCY2NuFnoIe3H35Z8+OfPT8Zs+cnY7Z8uHr6olKp3hQyTexcO5cNC79kx45fKV688Mtf37mPVq0+QavT0aljS4YO7YOvbwYAjEYjO3fuo1OnfljZ2PHFwkPY2Dmk9RSEEB8ZKS4uhBAfMZ2VDdUa/9N62WQ08uThHYLuXOHB7Ssc27OeXr2GsWfPWrTaN/8o6Nu3GzqdjhEjJhIfF0PrPpOo2rgbf6ybz09zFjJv/jIC+nQmIKArLi7OqT01IYQQH6C4uDgGDhrHqpXradhxKHXb9H/nxaCSVZty5exfPA15iLWVjlWr5uHt7cm5c5c4e/YiZ89e4tDWRTx9+hQAFzcvSlVrRoW67fH0yZSS00qy4KDbbF72Db17d3nlohOAnZ0NPXt2IiCgC5kzv1g3KjIyimlf/YiVjT0DJi+TRSchhFmRHU9CCPERun31DNOHNKFdu2YMHtybbNkyv/Uxy5atZsCAMZSp3oI2AZOwsrElIjyUnWvmsm/zYqytregb0IXevbvg7Cw/K4QQQryd0Wjk8OHjTJ78LcdPnKHT4BmUrNL4veMqisL5o7vZsuIb7lw7T8WKZRk9eiBlyhRP/HpQ0CPOnr3I3r2HWLlqA8/Dn5O/eGUq1utAgVLV0GjS5jN6k8nEt6PbEhcexMGDv2Fvb5fsGOPHT+P7738mS64iVGnUmQIlq2Pv+M+HQQZ9PAe2/8Jff6zGL2teCpWpRd6iFbGyTptOf0KID5PUeBJCCPFaWXIVptknY1m3YQfFi9egYcOOrF69iblzF7+2y1B8vJ55877m2N71jO5cmlmj2jG5bx08MmRiUuABSlVryTcz55EnTzmyZCnG7NkLX4rxsXdosoQYlpizucRI7vnatetNlizFLH7e5hLDEnM2lxhpfT5FUZgwYToZMxYha7aSNGzYgZt3ghk4ZcUrF51e17HtTZ3cVCoVBUtXZ8SszfQeN5/zl25Rt24biharzvTpP3Do0FHc3Fx5+PAx27b9waiR/fnhh6lYKc+YM6kHAxrnYvaEbjwLffxS7JS2aMYgrp79i7p1q76w6JSca+ru7oqzsyPGmCcsmjGY4e2K8u3otsyfEsCnrQszqmMpfp3zGXlzePH45nHmTPyEgU3zMLlvHQ7t+JWI8FDpjCeESDWy40kIIT5i8XGxnDq4lUM7VnH17F+JnXwyZPDk0qWELjz/7Tx05849Fi5cyfff/4zJZEKrs6b7iO8oWLoGkeGhfNajKnExUajVasaNG8Inn3SgXLl6H32HJkuJYYk5m0uM5J4vc+ZiPH8eYfHzNpcYlpizucRIq/P9+uvPrF27mdVrtnDn9h0ArG0Tbg3Lmrvoa2+tG925LE+fBOHk5kWPUbOJjgwnOjKc1XM/JzoyHGtbezoMmEaxivVRq1/9ufrfMXRW1uisrImOfI7OygoVEB8fj4eHGydO/IGTkyN58pTl8eMQVCoVGo2WEbM24Z8t3yvjvq+nIQ8Z07ksiqKk2PXfvn0V27fvZsvWXezetR8AG1sbdu9aR968OQHIm7c8jx4FY2VlhV6vR6VSodZoMejjk92JTwjx8ZIdT0IIId7KytqG0tWaMfjLVUyYt4c8RSuiUqsJCXnKkSMngZc7D2XOnJEJE4YxZcpo3Nxc8PP1Yu4XvRjftTwHt6+kUadhuLhnIHu+kkye/C1FilSncOEC+Pll+Gg7NFlSDEvM2VxiJHVsaGgYc+YsYvDghOO9e3cmPPy5xc7bXGJYYs7mEiM1z9evX3ecnZ3QG4yULVuP2XOW4ZerNFUbdcXV05dm3UaTLU+xxEUnRVG4dfkUS2cNY3Sn0gxokounT4IAeB4WzNfDWvDT591Z/PUQ9HHRqNVqHOxtWDCtHzOGNuHauSO8Sp1WfXHz8qNFj/FM/+U0Y37YRtNuo/HOmOv/P/fCyJq1BJWrNCVr1szY29uRJ09ODAY9V18T8309fxbCwq8G4ODgkKI/I319M9CtWzvWrlnA5Mmj8PHxYvIXoxIXnQCGDetLxoy+TJ06hsuXD9G0aT2MBj0u7hmS1YlPCCGSQnY8CSGEeIFeH8f3YzoQ9vAGu3evIVMm/7c+5ty5iyxYsIJfftlAiSqN6ThoOgBhwQ/YtuoHDu/4FbVahY2NNU2a1OW776YQFvaUIkWqMm/eN9SpU43ly9cwatRk7t49BUDHjgHY2dkxd+4MYmJiyZ27DN9+O4WmTeuxbt0WBg0aw9WrR7CxsaZnz6HExsayZMmPAGTKVIQvvxxHu3bN2b59Nz17DuHMmb24urowaNBY7t9/yJo1CwDIk6ccn37al08+ac++fYfo2DGAQ4e24e/vw6hRX3D27EW2bEm4naFo0Wp069aO/v0/4dixUzRv3pXdu9eTI0dWJk78mj17DrBnT0InpXLl6tOkSR2GD+/P+fOXqVevDZs3L6dQofzMmDGbtWt/4/DhbQDUqNGc8uVL8/nnw7l58w5VqjTm118XUKZMcX78MZC5c5dw9uxeABo27EC+fLmYNm08Dx8+pnTp2ixe/ANVq1YgMHAFU6d+y7VrCW+SWrX6hAwZvPjuuymEhz+nYMFKzJkzg3r1arBy5QaGD5/AnTunUKlUdOnSH41Gw4IFs4iPjydHjlJ8880kWrRoyMaN2+jffxQXLx7EwcGegIDhhIdHsHz5TwBkzVqCiRNH0LFjS3bu3Ef37gM5cWIXnp7uDBkynlu37rB+/WIA8uevyMCBPejZsxMHDx6hbdteHDiwmUyZ/Bk37kuOHj3F77+vAqBEiZq0b9+CwYN7cfLkWZo06cSOHavJkycnU6bMYvv23ezfvwmAihUbUq9eDUaNGsilS9eoXbslGzcupWjRgnzzzRxWrFjL8eM7AahVqyWlSxdn0qSR3LlzjwoVGrJy5TzKly/FnDmL+P77BVy48CcATZp0Jnv2LHz99ecEB4dQrFh1Fi78jpo1K7N48So+++wrbt8+AUDbtr1wdXVm9uyviIiIJF++Cvz445c0alSHX3/dyNChn3Hz5jEePXpCixZd+emn6RQsmJdcucoycGCPl95cCmHpIiIi6dixHwcPHqVIuTqUqNyIfCUqo9NZvzQ2OjKco3vWc+j3ldy7eQk/P1+aN6+Pr683Li4uuLg44eLi/MLf1tb/xDl48Chjx03j9KmzFC5biyZdR5LBP3uS8lQUhccPbnL9/FGunTvCo7tX0Oqs0FrZYGVtS722A8map2iKXReAC8f3smTmUKw0sHjxd5QrVzJF4yeHoiiUK98Aa5cs9B43P93yEEJYHulqJ4QQ4p3odNb0HDOX6UOb0LRpV3r27EDVqhXImTPba2+DKFgwH7NmfUHp0sUICBhBroJlKV29GW5efrTvP5XaLftwdM8Gflv6NT4+Ca2fbW1tGTlyILlyJbwxKFy4ACNHDkiM2apVY3Q63f9z0jJy5EDy588NQP78uRk5ciBarQYg4ZNaozHxsSNHDqRw4QIA5MqVnZEjB2Jjk1BAtUGDWkRERCaOHTKkDyVLFgEga9bMjBw5ECenhG5AtWtXpWjRgoljBwzoQaFCCbdb+Pn5MHLkQNzdXQGoXr0COXNmTRzbp08XcubMBoC3tycjRw4kQwZvACpWLIOXl0fi2E8+6YC/vy8Abm4ujBw5kIwZE/6/bNkS2Nj88+aqc+fWeHi4AeDo6MDIkQPJnj0LACVKFObTT//5pLpdu+aJ9UKsra0ZOXIguXPnAKBQoXyMHDkwcWzLlo1QqRI2Qms0GkaOHEiBAnkAyJcv4XpbWSU8H40b1yUuLi7xsSNG9Eu8TjlzZmXkyIHY2dkCUL9+zcTdPACDB/emRImEjk2ZMmVk5MiBODsnFMCtWbMyBQrkTRzbr1/3xOfc1zcDI0cOxNPTHYAqVcqTOfM/i6K9e3cma9aEIvleXu6MHDkQH5+E612hQmnc3FwSx3br1h4/v4TXoYuLM6NGDUzsEFWmTInE1x1Ap06tcHFJ+EXK3t6OMWMGJT7PxYsXZtSof16z7do1S3wjbG1txahRA8mbN1fi9R41aiBqtZqMGX2ZPn0ChQrlQ6vVMnv2NAoWTJ3beFJLVBycu6vBpICHo4K7g4KLvYJG9tKL/wsNDaNFyx5cuXKT/l8sJVehsi+NURSFmxeP8+f2Xzh1YAtGg546darxzbRPqVq1PBqNJsnnK1++FLv+WM26dVv4/POvmdSnJhXrtqd++0E4Oru/8bEqlYoM/tnJ4J+dCnXaJnuuyaGPj2XDoq/YvWEB1apX4qfZ0174eZAeDh06yuVLVxk45bN0zUMI8eGSXw+EEEK8xMHZjT4TFmLt7M/YcV9RunQdChasysCBY9m0aTvh4c9fWdy0bdtmlChRhEXfDGHzspmJxy+e2M/B31fi7u3PseOnAbC1tfn/DqhOBAauoECBPAQEdAUSCqeOGTOFoKBHAGi1WmxsrGnRohuBgSvInTsHAQFd0Wq1BAauYMSIiQQHhySez8bGmrZtexIYuIJs2TITENAVW1sbAgNXMGTIOJ4+fZY4tmfPjpw4cYZChSrzxx/7CAjoipOTI4GBKxgwYDSRkVGJY7t2bcuZMxcoVKgy27fvJiCgK66uLgBcuXKDqVO/TbweHTu25OLFKxQqVJnffvudgICuiW8uLly4zIwZPyaObdOmKRUqlCYwcAWVKjXCxsYaPz8fAE6fPs+3385LHNuiRUOqVClPYOAKypWrh42NdeKutEKF8qPT6RKflyZN6lKzZsJ/lypVCxsb68RFqnz5cmFjY03hwlUIDFxB/fo1qVevOoGBKyhatBo2NtbkyZNwW0bOnNmwsbGmRImaBAauoHbtqjRqVCfxuZo9eyFHjybcmpklSyZsbKwpW7YugYErqF69Is2a1U8c+9138zh58iwAGTP6EhDQlbVrf6NQocpcv36L1q0bJ4795pufOHfuEgAZMngRENCVjRu3U6hQZS5fvkb79i0Sn5u4uHh69/6UwMAVuLu7ERDQla1b/6BQocqcP3+JLl3aJI6Njo6mb98RBAauwNnZiYCArvj7+xAYuIJOnfq+sMD67Fk4gwaNJTBwBfb2dvTp05UsWTIRGLiCdu16vbBI9eRJKJ9++hmBgSuwsrIiIKArOXNmIzBwBa1afYKNjXXiG+lKlcqyZMmvFCpUmYcPH+Pv78PevQepVKlR4vO3f/9hzp+/nHg9zKVQdN0mfdl0XMXtEA13QzWcvK1l53kdvxyA5bvDOXlLw43HahavOUyLjuNYtGovwc9VxOpTNo/0LpD9IcVI6fPduxdE7TptuXU7iEoNOrP4m6EvFKyOfP6UeVP60L9RDmYMa8HDa0cZMbwvY8cO5uzZC9y9e/+FRaek5qFWq3n+PAIwUapkEfZtXsKK70dhLh7evcpnn1Rm94YFNG5ch9W/zsfLyyPdXzPz5i3DJ1MO7l47z7A2RZk5si1LZw3HZDKl8BUQQnys5FY7IYQQbxQXG821c39x8cR+Lp/az8N7N1Cr1Wi1WuLj4/Hy8uDixQOJbxIKFKjIgweP0Gi0zFp3Ca3OijFdyhEW/AB7RxeiIp5x4sQfZMuW2eIL5X6IMSwxZ3OJ8b7n27p1F927DyI2NpaMGX1xcXGmZMmifP315+TPX4GgoMd4eXlw5cphrl+/RUhIGD17DkmzeSsK1GnUm1b9v8He0YXk0qoV8vkbaVO3olle/485RkqeL0MGT1RqLXqTlv6TlvLtmPaEBT/A1dOXLp/O5MC2FZw+tB19fMKuSU9Pdy5fPoRarU6RPAoWrMT9+w8B8MuSi67Df8AvS27S2+lD21k4fSAmowGDwWA2rxkfH2+Cg0NQa7SJz4larcZkMjF29g6zuHZCCPMlxcWFEEKkCGsbOwqUrEar3hMYP3c3Xyw8SNt+U3D2SLgVLDg4hKzZStK5c3/atetDSMjTxMfFxiTsFqrdMgA3Lz/qtRuEg5MLgYG/AJZZKPdDj2GJOZtLjPc9X7161Zk8eVTisW3bVjJ+/FAAevToiKOjPT17dgRg2bI19Ow5NDFG5crluHv3fsrPe0hf7oepOH5Tw+ZTOrqODnynRScAg0nF2btaho6bbJbX/2OOkVLn8/LyIPx5JGorJ4ZOX4uXX1YqN+iMrYMTRkM8M0e05smdM4wZPYAJE4aRMaMvI0cOSOxE9755BAeH4OCQcKt0roJlGT7zN7NZOAkOuk18XCz+GX3JkMHTbF4z3bu3o2TJYrRt04R27Zrj4+PN5Mmj0Gq1XD+fOkXVhRAfH9nxJIQQItkinz9lYq9qREeGYzQaUanUWNvYYmPnSM6CpSlTowV5CpdH/Yr6HGsXTObYrlVcungAW1ubdMheCMsXGxtHcPATMmXyJzY2jty5yzJ27BB69OhAUNAjQkPDKFAgLyqViiNHTuLq6kyuXNk5efIsU6bM4quvPiNbtswYDAa02leX/IyKgz0XdETGvbq227uys1aoV1iPNunle4QF2L37Tzp27Idv1nz0Hh+IvaMzh3euZuWPY1Ew0ahhLTp3bk2FCqVfWy/wffz++x769h2FwaSiw6DpFChZLcXP8b4unz7Ayh/HEBr8gO++/YK2bZuld0qvVaNmK1T2Gek+4vv0TkUIYcakuLgQQohUc+7oLiLCw9i3bwNarY6//jrOX3+d4NChExzbu5FjezfikzE7WfOWIEf+kuQtWhEXj4RizpXqdeCPtfPYsWMPjRvXTeeZiPcRb0j4ozeqEv873qBCb0z4+79f16jBzkrB1gpsrZT//wEbnYLeqCIqDqLjVMToVVhrFWx04Olkwv7lBlgfvX/X9rKxsebSpYP8/VniihVr+e67n7l+/cj/a00Np06dakyePBpf3wxoNJrEgunDh0/k9u27rFu3CICTJ8+SO3cOFI0duy9oiY5P+QWC6DgVl4I0FMxofPtgYRHWrdtCr97DyFu0Ip+MnI1Gp2PNvIns2rCA9u1b8Pnnw3B3d0uVcxsMBkaPnsL8+UspWKoaHQZNx8klfYt1v4qiKEQ9f5bQCENRiImJTe+U3qh8uRIsXroevT7ulV0IhRAiOWTHkxBCiGT7e8dTjWplCQyc9cLX7t0L4siRE/z11wkOHz7BpUtXsLFzYPycXbi4J3QZG9e1HO1a1+Pzz4enQ/Yfnjg9PApX8yxKhUmBzB4mXO0VUmFTAQBhkSpO3dbwJOLVd+zrNAo6DVhpFay0JP63wQQx8ar//wGT8nKCalXCglO8EQxGFWqVQg5vE/n8jdjoXnEy8ZL4+HiuXbuV2BHw3r0gvLzcX2g9/7e9ew8SGvqU5s0bEBERSebMxfhu7hwcs9UmJhUWnf6mUSlUyGPAxS7h+U6t16pIfT//vJzhwz+nVNWmdBz0FbEx0QRO68eVMweZMmU0PXp0TJUdTn+7fPkaZcvWo1bLPjTpMiJVz/Wubl89w5p5n3Pj4glq16nGpIkjEruemqsrV65Ttmw92vadTMV67dM7HSGEmZIaT0IIIVKNg5Mr+UtWZ/36LQwb9vkLX9u5cy8TJ84gX75cHDz4G5cvH0KFkc96VEnsauSXrQBnzly0mA5N5hqjdNlGLP3tEr+d0nH4mpbbIWou34tjxzkdv+yN5MxdDZceqFmy/iTten7J4tUHePRMxdMoFUZT8s9XoUprlm27y45zOuINUDq7gdg7vxM4uQsx19fStEQ8rcrEE35+MWO7liPoxBKq5TdQMY+B0jmMXDmwlCHtyvPk9GJaltbTtEQ8dQrpib27g0VffkL01VW0LK2nUXE9z88v5uuBNYh9fJJbT9RsPqXjwn01gQt/NZvrn97ne93xZcvWJHZ1hITugdbW1q8cW6VKecLDn1O3ST/W7w1i/taraP3rpOqiE4BRUbHvko6NJ6xYc0TH1tM6lu94zNAv1rNk/SkehKkwveY1+rp5m8v1t8QY73K+ggUr0bp1D4YNm0C1xt3ImqcoY7qUY2Kvqjy4eYa1awPp2bMTCxf+kqp5tGzZHQcHBxSTCZVKxf4tyxjTpdwLXfRSyrvEVhSFWSPbEB/5mA0bFlOrZmWaN++ars+3yWRi7tzFb4yRO3cOmjWrz++//sCeTYtS7ZoKIT4OsuNJCCHEOxnduSxPnwSh0Wh4/PhCYle7V3XQyZq1BM+ehePk6sm05cfZuuJbDmxZiL29DffvPzTrDk3mGCNWD8O/WEmxys0TOkFltSK3jxFbKyhcpBpOXjmp0aQzRUtXTthlFGtAo31xu5BapXD3+nkunz1CxJPbBM4Zj50VFC6ccL5sObKzbdfvhEWqCI1Uce5KMC4ePkQ9D6NyESeyeZlQq9Jm3sdO7OPCAw3XH6kJfxrC1l9+IPjOaQ7uW21Wz6E5v2b+e/z0mX08ea7iXqiaU1fCcHTxxJz4upiomMeQ+Ho0p2v3IcZI7vn+3TmuSZcR1GrZh+HtihMZHopWq+Xo0e1kzZo5zeZtb2+Li0dGxv60M7GLqpuXH5MXHSIlvWvsxd8M5caZfezdu45atVry4MEj/Px8OHVqF1qtlsKFq7z9e/b0HiIjo4iIiKRGjeY8evQEDw831qwJpECBPBQtWi1J1+7OnXt06TqI06fOApAhgxeXLh185di/dz3ZOjgTHfEsVa6pEMKyyY4nIYQQqapOq744uXpiNBrZt++fX0Rf1UFn9OiBaLVabO0dURSFjNkL8PTpU7p0aWPWHZrMLYZJgctBajaf1FG2ZltO7F2D4c4GimROWHQCGDjgE8IfXSajzW0aFdfTrKSeuGvL+TKgItFXVtCwWDw1CugpnNlIBg8HSlSsR9OeX/DbSSvWHdMxYuYGPp+3i0+//YPdF3Scu6chNl6FvSqU9fPGonq4jRzeCYtOaTVvax0Uy2KkXhE9tqrntOw1nv5fbmTraS2Hrmo4fUfD0PHTyJTJ/4PoDJaqMTL5MXT8NDaf1LHnoo7rjzVmt+ikKApFsxhQqczs2n3AMZIz9sGDh6hUCW8hytRoSa2Wfdi5Zi6R4WHY2Fjz+efDEhed0mreLVo04sGdq4Q8upvYRbV2ywBS2rvGrtd2IE+fPiN//oo8ePAISLiOXl75cHPLlbiI9+jREzJmKkbWrCXJkbMsz8IjUKvVBAeH4uGRh8yZi1GgQCUePXoCQEhIGFWqNCFb9lI4Ojni4uJEy5aNMJlMief+97XbvHkHFSs14cGjZxQoWQ2VSvXCLbj/vc5/73pSoeDq6Zsq11QI8XGQHU9CCCHemaIoTOpTg/Kl8jJ//jdvHLtjx15at+5B73HzyZyrMKM6lmLZstnUr18zjbK1bKERKo7d1BAerSJnBhP5/Y1Yp1DNo9h4CI1U8SxaxfMYFRo1uDsouDsoONkpiYtM5iJOD4+fq3j0TE1ErIqoOBXRcSqKZTGQy8f09gAfqSfPE2pzhUWl3OeObg4mYuNVKV6E3NPJRLmchsQFVWEeDh06RufOA1A01vQcM5cMGXOy/LsRHN2zgaFD+5AhgxcbNmzjt9+WvVRr6e7dB3h5eWBjk/KFqp8/jyB7jtI0/2QsVRp2SfH4KeHRves8fnALk9GAyWjEaDRgMhkxGQ0Yjf/925D4/4piwtbOARs7R2xsHbCxc8DW3vH//29P2JMgrp49zLWzh7l5+ST6+DhcXFwoX6EkEz4bRo4cWYmLi2P8+GnMm7eUYuXr0n7gNOwcnPm8ZxXq1SrL119//tq8R42azNJl65m24sRLO2eFEEK62gkhhEh1KpWKUlWbsXnVdzx/HoGT0+s/nKhZszJVqlZgfeAUarboDUB8vD6tUrVYigIX7qs5f1+Dq71CzYIG3Bze+plRsthYgZ+bgp9bysZNLdY6yOSukMn9n65oR65rOHlbw7NoFYUySSHyf4uMhTN3tNwLS5kFJxudQlZPE1k8jeiNKv44n/K/Tj55rmb7GR1lcxrI4GIZr8sPmaIoLFiwglGjviB7vpJ0H/UjRr2emSNa8ujuVRYsmEWzZvVZvnwNVaqUQ6VS8fDhY0JDn1KgQB6uXbtJqVK1Wbs2kGrVKmI0GhNvz04JTk6OlCtbkvPHdpvtwlOGjDnIkDFHisd19/YnZ4FS0G4g+vhY/lj/M5sWT2fnzv307tUZrVZDly4DuXDxKq37TKRyg06oVCpCH9/n0f1bVKky9LWxQ0PDWLx4FVWb9pRFJyHEe5Fb7YQQQryXUtWaEhcXx6ZN2984TqVSMfmLUTx5eIdl346gQ4eWNGlSN42ytFzHbmo4f19LAX9jqiw6fShKZjdSLIuR+6EJCxZ6Q3pnlP6MpoRFy22nde+96KRWKWR0N1I5T0Lx98KZjTjawolbGiB1tsTFGVRExprZdruPUFxcHAMGjGHYsAlUrN+J/l8sJeThXaYNbkR8VAjbt68kT56cALRv34JPP+2Loij07TuCceOmApAjR1aWL59DiRJFMBgM1K3blkWLVqZonrVrV+Hq2b+Ii41O0biWIj42ho2LvuK3JTMoXqIof+7fSGhoGBUrNeHhkwiGfb2OKg07J+5Eu3LmICqViooVy7w25pw5i1FQUbVR17SahhDiAyULT0IIId6Lm6cveQqXY8WK9cCbu+389ddxhg/vR5cubZk1a1KqdTuyxK5Srzr+NErFzWAN21dM5+jOZS/c8mZO3a3MIcaihStoUbsi4ZfXEG+Aq4/UFtEZLLViNGg+iFX7ozl3T4tReffFG1P8cwpnMtCouJ7yuYxsW7+cIoUTznf9kZqnKXjb3n/pNCb2b0vdjmgS481jZ86cQ6ZMRVm2bA0V6rTF0ycTy78bxdfDWhAd8ZSePdoTERFJhQoN+OyzrxJjqFQqZs36gvnzvyEwcAWFC1fh0aPHODk5YjKZqFKlHLdv303RedeuXRV9fByXTv6Z+PWY6Ah++rw7349px++/zk6Vzmx7Ni1iQNPcBH41IEXjvsl/u+vdvHSCcd3Ks2vDAipUKMUvK35i/vxldOkyADfvLMTHx3P7ypmXYmi1Wtat25J47N/XMzw8grnzllG+TjscnFzTbG5CiA+T1HgSQgjx3o7sWseirwdz7tx+6tVrY3Edmsw1xt0QNYeuafm8V3V0RMu1S+LxhRsOcCdUzZSAGty4fv2jet3FG+Czb3dQuFyDxDE2uoR6XSuXBJIlX1kyZs/Pm6hUCheP72HH2p+JCrvN2TN7X3m+fYf38zhcRWiEmos3QnF0Tdki5Y/vXGTDgomcPn7YYq6/pcZ41bErV65Trlz9FwpV66ysyJs3F7du3iYiIpKMGX05c2Yv27btZsSIz5PcpTS15l25chOMVh70m7iE4KDbzJ3Ug6A7VwHQ6qwx6ONStDObyWRicPN8xMfFYGVty7frL6dI3Lf5b3e9Lwc14s7VFxeWdFbWtOgxnu2//sjTJ0EvzNtkMtGvYXYUxYS/vw/nzu0HXryeXbu2Y8rU75gUeAAXd+80mZcQwvJIVzshhBBpJmfB0gBcvHjF4jo0mXMMX1cTpvgIBk9dweDhw9MkD3OY9/vGyOtnxGCEgeO/+ehed+HRKgoUKsrBrYuIu7ebRsXiaVJCT8U8Born0LJsek/igg5go3vxc0eT0YAx8gElshloXFxPZru7RIXeYtDAnq89n6u9Qh5fE+VzG9A82sLiaT0xRj8mOdQqBVsrBVd7E8bI+5w9tAVjdDAA3pnz0WviSiYvPMDgEaNS/dp9zDFedezJk1CyZs2Mg4M9rVs3Yf/+Tdy/d4p9e9czYcIwXF2dadSoDiqVinr1qjN4cO8kny88/Dn+/r54e3um6Lx79+7EheP7uHv9HNOHNEFHLEeObGfduoUY9HHYOjilaGe2dQsmEx8fi0ajSdPFmf921xs09RfqtR2Ik6snVRp24ZORPzL6h21Uqt+BOq36vtSJT1FMODi5APDkSRgdOgSwZMmvtGzZCE9Pd6pUKc+PPy6kbI2WsugkhEgRsuNJCCHEezMZjQxslofJX4ykZ8+O6Z3OByUmHvZc1KFRJxQWN7cOc+bq3D0NF+6rqZzXgI8Up36J3giXgzSERarwdzPh72ZKkS6JigJBT1WcuavlecyLL1YbnYK3swkvp4QdWLZWClZa+E/zM+L08PtZXWKnvOin9+lUy52goIc8evSEUqWKvn+i4r21a9cbb29PZs6clOzHhoSE0rLlJ0ydOpYyZYqnWE5xcXEUKFCFfKXr8ujuVZ6H3OHAnxtxd3dj3LgvmTNnCdWadMc/Wz78s+XD2y8b6ncscv7Huvms/fkLpk0bz717D1izYTefzdubYnNJbSaTifs3L3Dh+F4uHN/DrcunXtjd5uzqyadfr8MjQ6Z0zFIIYe6kq50QQog0o9Zo8Mzgz+3bd9M7lQ+OrRWUzm5g53kt1x+pyeVjevuDBPn9jTx5ruLcPQ0+LlJp/L90GiiY0fj2gcmkUiV0SPRx1XMrWE3wcxWeTgpeTiYcbV5eZHoVax1UyG3g+mM1F68GsXTWSFpW/IHxX2+ifJUalFSSFkekrhUr5qDXv1tnUg8Pd/bsWZ/CGYG1tTXdurXhu+8DGT5zIzNHtKZLl4FMnDicsWMHExr6lL17N7JjzRwArKxt8M2cCxs7Bwzxcej18Rj18ej1sRj08Tg4ezB85ibU6hdvEjm2bxNrf/6CQYN60bNnR374YQHPwoJTfD6pSa1WkylHQTLlKEjdNv2JinjG4wc3cXB0xcHZDVt7p8RC5EII8b7kVjshhBApwt07E7du3zPrQrmWGqNq+UoYnl3jwn0NBqNcu6QcV6vg/o0z3LkfKq+7dIihVsG+Lcvo1bwC+7csw8n2n8WipMRwc1Aold2I6eEuQh7eYPXqTbRs3QLHDAU4cl3Nol/3U7FqG7Obt6XGSO75vvnmJwoVqszSpavNbt62tjbExkSzet4kOg35hjPnrlKtWjPy5qvI5s07aNOmETduHGXTpqV8Nn4Ins5q7l49hau9karl81OnRkmehTwkNPghNnZOLyw67d+yjOHtirNo+iBatW7C+PFDCQxcwcyZc4iNjuLSqQMvjE2NYuapxd7RhWx5iuHllxU7B2dZdBJCpCi51U4IIUSKWDl7HI+u/UV0dKRZFsq19BjFylSkx/hlVMmnJ4OzItcuCcc79f2GOm2H8VW/ypw+vTvV8zCXeX/IMa4+0HPkugadlQ0A+vhYvFytcLJVWL1qDc/Dn2Nvb0O3bu1QA1qNwoRxE7h68RzWGj2HD2xIXACzpHmndozkjL13L4hChSoDvHOMR4+CyZ+/IiaTKdXmDeDo7Ebxyo3xzZKbtfMmEhcbDUDmzJlo2rQuTZvWpX37PolF0ffv30TXrgPZu/cgwEuFyEe0L8nzp8FYW1tz9+5JrKysEs9nZaUjPl5PodI1aNp9NN+P7fhCAXAhhPgQSXFxIYQQacrTJzN37txl4MCeZlko19JjdGjbGIC/S3DItXv78WrlC6LWaBiUhMLUKZGHuczb0mLE6uFxuIrBw4eRJWvmN8bI4gkPz6zBoI8BQGdlw9MoNXdCNJSq3poazXpQtnZHLj3QcOGBhjN3tTTt8QUjZm5k0IytrDmqY+tpHQevavh04reUqVybQYMDXns+c792KRUjOWO9vNzp0KEFfn4Z3jmGvb0dtWtXxcfHK9XmPWxYXzp1aMK5g5tY8d1IHJxdsXVwpkKd9vjnKceChb9SuXITomPisLOzRUFFvnwVOXbiAlUbd3upIHfo4/vo42PQ6XSMHz8UKyurF843ZcoYFiyYxdOgy3zRpxbu3hlx8fBJ0WLmQghhqWTHkxBCiBRx5vAO5kzqwaVLB8mQwSu90/ng3A1Rc+ialkbF4rGzTu9sLINJgfXHdOT2MVIgo9TGMhfxBgh+riI4XM3jcBXhMf/+HFTBzgrsbRQ8HEwYTSpi9BATr/r/HzApKXsLkEql4GqXUPA8q5cJNwcpRv86cXFxWFtb1j9A8fHx/P77HpYuW8OuP/aj1VlRtHw9Sldvhslo5NjejQTdvoSjqxeOLu54+mTBZDIS8SyUiGdPiAwPJeJZCE9DHuHt5cHOnb/i7e352vMFBT2ibt223L17n4YdhlCv3cA0nK0QQqQtKS4uhBAiTXn4ZAbg1q27svCUCoKeqXCxM8miUzKoVeDtrPAoXC0LT+nA9P8Od5GxKqJiVUTGJfx3RCzA6xaPVETHg5Otgt6o4kmEivBo1RvGvz9FUREWpSIsCm4+UVMpjwFvZ1l8+i+9Xk/Dhh2pV6/6SzuPkisuLo5Tp87j6upM7tw5UijDV7OysqJhw9o0bFibhw8f88sv61m6bC3fjVmHWq3+Vye3SwBotVrcPdzx9PTAy9ONPJky4uFRGC8vD5o2rf/aRaeIiEh++mkh330fiMkEDToMoVrTT1J1bkIIYSlk4UkIIUSK8Px/y+U7d+5RtmyJdM7mw6Io8PCpmmxesniSXBlcTJy4qSHeAFbyW0+aURQ4dkPDrSfv1qo+t68RH5eExZ94A4REqHjyPKFLXmhk6lWKMJpU7L+kpUJuAz6usvj0b1qtliZN6lK6dLH3jqXRaBg16gvy5s3J7NlfpUB2SePj482QIb0ZPLgXhw4d4+LFq3h6uuPp6Yanpweenu64uCSvsHZcXBwLF/7CjBlzeB4RSaX6HanTqi8Ozm6pOBMhhLAsUuNJCCFEitBZ26Czsmb79t0W16HJ3GPUbtSLOIMKH1fTO8ewxHmnRIxubVujoCL4ueqdY1jivNMzhqLA6Tvvvuhk0kcl7jgKDFxBiWKV2b5+OYUzG6lZ0EC1/HqM0Y/fKXZSGBUVey9CWGTqv2bMJcabxubMWZoOHQJQqVQEBHSlePHC730+rVZLq1aN2L//MIGBKwgLe5qm81apVJQvX4oePToQFvaUPn2Gc+DAEVxdXVCpVEmKYTQaWbFiLXnylGfUqMk4e2Vhwvy9tOgxThadhBDiP6TGkxBCiBQRHvaYkR1K4eHhSkjIU4vp0GQJMfKVbULd1v3oWEXH35295dolPca05ccond+dwpmNcu3SIMaqbX9y5u67bS87umcDp/etYvfvi996PucMeWjxySi8M+Z6p3O9ja1OoWZBPXbWlnX93/e1+8sv85g/fyk9e3aiTZse3LsXhLW1FQ8fnk/cCZSSOfv6ZsBoNDJiRH9mzpzDvXtB+Pv78Oefv/HgwSOCgh7Rq9dQnj4Nx8HBnhYtGmIwGNDrDfz22+9ER8dgY2NN+fKl0esN/PXXceLj47G1syXowdkUvXYFC1bi/v2HuLg44eXtzdUr19BZ26CPi5XudUKIj5J0tRNCCJGmQh7eBaBLl7YW1aHJEmK4urpipVMlLjqlZh7mNO+UiuHgYC/XLo1iDJ0wgzN3tXg4moi9vYWYqOckjYJJH8kfq76iQ+vaSTpf+KPLOEYeonR2QxLP8SJT3DMM+vjXfj1Gr+LPK1oMRsu5/inx2nV2dkKv1xMW9pRBg3rh7+/DlCljXrj9LCVzHjKkNyNHDiBr1kxYW9ug1Wp5/DiErFlLUKFCA1q1+oSnT5+jVqvRWjuw5+AFDh2/wckLD3B080FrZY1bhizcfhTD/v2HiI9PeE5LlyrKvz9ff9fr8ehRMKtWbaRPn+GEP48E4HlEFNbOGRk56zdafDLupQ54QgghXiQ7noQQQqSII7vWsejrwdy/fwZ7e7v0TueDcuuJmiPXNVTJm1D0OBnlRz56UXGw+aSOEtmMZPeWGlmp6dYTNUeva/B3N1Emh5FjNzXcfsvtdjY6haJZjDwOV2Gtg8KZjMk+r6LAumM69MbkfWM425rI7Wvi6I03787yczVRIbfBbL7vRo+ejJWVFRMmDAOgUaOO9O7dhXr1qnP48HEmTJjOqlXzcHFx5quvvico6DGzZn2ROLZjx5a0bNmIEyfOMGLERJYunY2PjzfffTefixevMmfO9HSZ1/btu2nbthf5ilcmX7FKuHj44OqRARcPH5xdPdFoda98XNiTIP5YN5+D21eg1ajp1q0tAQFd8fHxfqc8oqKiOXToGHv3HmT37oNcvnwVgIzZ85G7SAXyFq1IjnwlsbKxfee5CiHEh0K62gkhhEhTTx7ewdPLUxadUkFmdxPXH6nZe0mHg7VCbl8j2b1ML+ziES+LN8Bf17RYaSGThyw6paYrD9Wcuq0lj4+RwpmNBD1VvXXRKZuXkaKZjei0oFapcHrH9/EqFbjYKTyJSN7K0PMYFZncTTyLMnL10etzffBUzZm7GopkTv6iWEqIjIxi9uxAunVrh4eHOwUL5iUo6J8aV76+GXBwSPh3197elhw5sqD+/z8Ovr4Z0OmsEsfmyZMTd3dXABwc7MmfPw9WVgkLOj4+3om7hdJD7dpVKVKkIM+jI6jWpPtbC3wHP7jF76t/4ujuddg72DFkcE969OiAm5trss5rNBo5ffo8e/YcZM+egxw7dgq9Xo+bpw+5i1SgW6N+5C5cDifXV3ezE0II8Xay40kIIUSKWDRjMKbI2+z4fVV6p/JBMpog+LmKW8Fq7oaqsbcGHxcT7g4KWaXb3Sv9eVnLo3AVVfIa8HSSDmWp5fw9NefvayiWxUguHxNxeth2Rkes/vULB15OJqrkM6D+/xCjCTTvsZB6/KaG64+TX8y8en497o4K+y5peRz++gTcHEzUyG9Il8Xe+/cfUrNmC3744UuqV6+Y9gmkgRs3bjN79kKWL1+LRmfD1KVHsbK2eeXYezcu8Pvq2Zw6sBUPTw/69+tG586tcXR0SPL5wsMj2LBhK3/8sZ/9f/7F8/Dn2No5kKtQWXIXKU/eohXx9s+erO52QgjxMZIaT0IIIdJU6OO7ZM2S0ew7NFlqjMWLVuDjolAul5E6hQyEB9/k6Nkg/jx0Sq7da47fvf+YB7ev8dvalWmSh7nMO61jeDsrxN3bTYvaFQkMXMGJW5o3LjophhjG9GrIooX/xNCo3y+PN53vTQZ+OpVFC1dQLqeBrJ5GjDEh6ONjXxjjam/i/omVFCmSdtd/7tzFZMlSjLlzF+Pv78OpU7upXr3iB/fazZ27LBUrNqJkyVqsXb+DXEUqYmVjy19/rHlh7P4tyxjerjiT+tRkSv96PLl9hhkzJjBkcE/mzVvC6tWbknS+PHnKUrt2a/LmLc+QoZ9x+WYomXKVwNHFg0adhtN7/M9UbdSVDBlzyKKTEEKkINnxJIQQIkWM7liKnp+0YsWKtWbVoclSukqZSwxLzPl1x+s3G0CbgbOIjnhKrVKeZPY0oVbJtUvNGFXqtqB1/695k98WTmLr6p9TNI9NJ3RExydvoeD6uUPMHNUBPz/vF853/8EjChQuzi9rfuF5jIpsXiZKFk/b6583bzkePXqCp6c7V6/+9U4xzPU1YzQa2bZtF927DyY+Ph61Rkvbvl9QulpTJvSsRljwg5c6xA1pWZCYqOdotVp+/PFLmjWrj1arTVIe0dExrFu3mSFDPkOv16NWa6jfbiDlarfBxd2bMV3KvfKcQggh3k52PAkhhEgz8bExPA19TJYsGc2uQ1NanO9DimGJOb/uePMGZZj/eQfsdfEcuaFl22kdt5+oGTSot1y7VIrRvHN/3sTJ1kT1MplSNI9YPcledHKxM+FrdQs/P++Xzufvl4EuHRrg56aQ18+EtS5trl3//p+wZMmvGI1Ghg3rh59fBkaOHJCsGOb62vX396FZswaMG/clhQtXp2PHvrh4+OLg7EarXp9RoU5bdFY21G4Z8MoOcf7Z8qLVapk6dQytWjVGq9W+NY+ePTsyatRk8uStwIABY/D0zYqDsxste31GvXYDcXFPKD7+unMKIYRIObLjSQghxHsLunOVSX1qsnXrL5QtWyK90xHiJWGRKs7f0xD0TI0KBWsdeDubKJbFiPWrm2WJZDIYYf1xHUbT6xeBKuTW4++WcvW2ImPh8DUtoZFJ/yzVRqdQs6Aee+sUS+OdGU0Q9DShsPq1i6eoV68dv/22jNKli6V3au9NURTOnLnA+vVbWb9+G/fu3cfJxZ3C5epSrmZLsuQukuRY6wOncvXEdk6d3Jmk827cuJ1hwyYSHRtPxbodqFC3LR4ZMr3HbIQQQryKdLUTQgiRZkIe3QUga1b5xV6YJzcHhUp5DYRFqgiLUhEdp+L6YzVbz6ipmNuAh6MUH39fj56p3rjo5Gij4Oeactf5boiaYzc16I0J57SzUvB0MvE4XP3Gmk/lchrSbNFJUSAqLmGByflfDT9NClwJUnPl4T/1sPL7F+f06d34+mZIm+RSgV6v5+jRk+zYsY+NG3/nzp27ODq7UaRcXZr1qU/OgqXRaJL/9sPaxo6oqKi3jgsKesSnn37Otm1/ULR8HVr3mYizm/e7TEUIIUQKklvthBBCvLcnD+9gbW2Nt7enWRSutcQCzeYSwxJzTk4MNweF/VuW0aFBBZ5d/JU4vYrH4Sq5dikQY87SXbyJk62CSvX+eSgKLNt6m0PXtImLTpncjYSc+4VezSsQdnYxFXLrX5uHVpOy8/77eFQc3A9VsWTjecbO2s2K3c9Zc1TH5lNWbDtjxfJdz2jTbRKBi9fx52UtZ+5qX1ggO39Phad3hvfOI7XH/vf43bv3WbjwFypWbIi3d34aNOjAoiXryJi3PAMmL2fqsmO06z+FPEXKv9OiE8D9W5cIeRLy2jx+/nkZixatpHSZeuzdfwQHJzfyFKmYrotO+7csY0yXcuzfsizdchBCCHMht9oJIYR4b6t+Gk/Q1UMc+WtruheuTY/zfUgxLDHnd42RO19+Bs3YSvlcejK6K3Lt3iNG0WI1GPDVZmztX7/NPmcGI8WzGt87D0WBwB2R2Du5ERcTReWC1mT2MFG48D9jz5zZx8YTulfufPr7dr/3mbdJgcfhKiZ9tQhX72xky1MUeye318793xSTCZX61Z/91iqox83h1bklJ7/UHAuQL195Hj4MRqvVYjAYUGs0qNUaDPp4nFw9mbr0KOrXzPFdDG1dmOiIZ/j7+3Du3P6X8rOysiI+Pp5ytVpx8eSfPAt5mO7FwqVouRDiYyDFxYUQQqQJk9HIheN7KF6sIGAexY4tvUCzXLu0idGzZycAQiLUmBS5du8TY+DI8W9cdAL4ewnoffNQqUAXfZ2T+9ZjerCNLJ4mVKoXx6pU4OtqemUeMf8vRP5u8+7NuXsaNp3Qse+SjkoNe1CwVPUkLzoBr110AoiMfX1uyT2eWmMfPQomJjYelVpN5lxF6DlmDjNWnqZlz89w8/KjfrtBKbroBFCkbG0AIiJjqF6jJR06BDBkyHgyZ84IgLWtAwOnLKfjoOnUbd3PLIqFS9FyIYT4h+x4EkII8V7OH9vNj591ZefO1ZQoUSS90xEiWc7fU3PhvgZXB4UyOQw42aZ3Rpbpr2sabodo3jhGq1aoX1SPrVXa5BT0VMX+yy9Xjq+UR4/vO9aaOnlbw9WHb57nu/B0MpHbx4ivq4I6eQ360tTz5xHUq9eeh4+fMvTr9bh5+qbJeeNiozmyax1PQ4IIDwvm+dNgIp6FEBkeRrFKDWnYfghWNvLNK4QQaU2KiwshhEgT+7cspVCh/BQvXji9UxEi2QpkNJHBReHIdS3bz+goktlIzgwJO2hE0hhN8ODp23e4GEwqLtzXUCKbMQ2yAi8nBVD4Z69VwuJXwvHku/JQ/cpFJ51GwcMxobC5Vg0GExiMKgxG0BtBb1QREw8xehWx8WBSEvJRqxQyuZvI5WPCzcH8i9vHx8fTsWM/bt15wJBpq9Ns0QkSiotXqt8hzc4nhBAiZcnCkxBCiHcW8ugu54/t4dtvJ6OSd+rCQnk4KtQupOfMXQ0nb2t5+MxE2ZwGrOS3pCR5FqVKLPL9NjeC1eT2MeKYBptTtBowxEaitXFErVLI5mUin58xsbh4cmXxMOFgredJhBpFAR3RzJw2lS7t61Ixb+kkxVAUiDck3O5nrVPSbPfX+zKZTPTrN4rDh4/Tb9IS/LLmSe+UhBBCWBCp8SSEEOKd7N+yjMn96mJtbU3z5g0Sj5tDly1L7gyW3jEsMeeUiKHVwJk9S1n1/RCCniqsO2ZFZKx552wuMZztFBQlabuYFEXFxn330uS1qygK0c+DuXfpAN+PasbZvUuxs37385UsXpnfNyynSGYjRbMYyZ/ZipuXz9C928AkxyhcuDLLl67Axf6fRSdzeA7fNrZTp76sXr2JzkNnkqtQWYQQQojkkBpPQggh3snozmV5+iQIBwd77t07nXjcHLpsWWpnMHOIYYk5p3SMag1a07rvNBTg8sl9nDv+J4o+golTp6BSJexa+WnOUp49e8a9S4fYt2t5uuec3jGmL71ExhxJu932/o1zTO7fIE1eu3ojFC+acvPOmi0ru/fvJDIWbj94ym/bDrFq3mSc7LUW/Ry+bSxA7VZ9adJl+FufXyGEEB8P6WonhBAiVRUsWQ2A3r07v3DcHLpsWWpnMHOIYYk5p3SM+lXz0aykniKZjOTInZfGnYfRMuArLj3QcDlIw9VHGsrVakn1Jt3pPWkVh69peBCmYtDgAIue9/vEyOBCkvl4u6fqa3fAgB706vUpO3fuQ6d593krSsJthFeC1IyY8SvTlh9j+A972X5Wx4GrOu4+d8ffxw0XR+t0v/6p+X3v7OyEVqejYcchCCGEEO9CdjwJIYR4J8EPbvFZjyrMnj2Ntm2bpXc6QqQakwki48DeGjT/+sjOYISbwWquPdIQEavCzkqhSj49DjaYdWey1HDxgZqzd5NWFMvP1UTFPIZUyyUmJpaePYfQoUNLateu+tpxkbEQGqkmIhZsdeBip+Bsp6BRw91QNWfuaIiOf/UT6WBtwhR8mNpVC2Ftbf3KMR+KmTPn8s2sn5m+8kx6pyKEEMLMSFc7IYQQqcrLLyv5i1dm3vzlsvAkPmhqNTi9ohi2VgO5fBK6koVGqNh/WcvW01bY6hKKldtYSOHolBDzmgWaV9GoU6+Dm6Io2NrasHTp7NeOMZrgUpCai/c1iR3m/qZCwVoHsfrXzyeHt5EimY1oNSVTLG9zZjDo0eo+ohezEEKIFCe32gkhhHhnlRp04vSps5w8eTa9UxEiXbk7KtQvqqdMDgOx+oTubR+T5GzwcrZLnYWnu3cfUK5cfc6fv/zaMcHPVew4q+X8Pe1Li04ACqrXLjrZ6BQq5dFTItu7d8azRCaTgkEfj9GgT+9UhBBCWKiP67ciIYQQKWb/lmWsnD0OBycXfv55eeJxS+jQJDHM53wfUoxlS1bQqHpF9OG3uBOifqcYljhvgPNnT5MUPi4mjuxYnip5/PrrRu7evc/+/YdeHLtwJW17TGH57nB2X9ARHpO8X38dbRTig08wtX8dtq9f/sLXzOX6p+b3/cKFvxAVEc6uDQsSj/88tS8j2pdg/5ZlL18wIYQQ4j+kxpMQQoh3MqZLOcKCH2Br74TJEMfFi3/i5uZqER2aJIb5nO9DivH3sXqtPqFhl3EUyWwgj6/JrHNOqRilyzak9xdr3vh7opOtQo0CekoUS508mnccS2joM6zU8WxaPw9FgeuPNRy58AwHZ/fX5vUq8XEx5Pa3IquXCU9HhcKFzfv6p/b3vYODPfF6I+Pn/IG7d0b6NsiKyWTCzsGZGavOoFJ9ZEXNhBBCANLVTgghRCqr3TIANy8/qjfpTlxcXOLtLebeoUlimNf5PqQYfx+rXjojeX2NnL6jJTzavHNOqRi9erTl+K5VvI61VqFiHj1W2tTJ4/ojFS0DvqL3uHl0G7OIDcet2HjCigv3NUledLKzVjA8u8qGnz/DcHstpXMY8XJSUKnM//qn9vf96NED8fBw45cfx/Dk4V38suYDIDoynAPbXtwlJYQQQvyX7HgSQgjxXp4/fcKI9iX45Ze51KlTLb3TEcIsGE2w8biOXD5GCmQ0pXc6aSLeAJtP6og3vrj7xcfFRMlsBuxSqflb0FMVf17WoiSr0lQCrUYhh7eJ7F5GHGxANu683tatu2jfvvdLx3uPm0/hsrXSISMhhBDpTbraCSGESBNW1gntvqKjY9I5E8tlMPJRFSv+GGjUCTtonkWrgY9j4clKC2VzGbgVrEalAhsdZPE04Wqfel3sAKLjVbg5KIRGJn3VyFqnkNvHSA5vE1by23CS1K1bjbVrA1mz5je2b9/D06fP0OqsyF24XHqnJoQQwszJrXZCCCHey98LTzExCQtP5l4o1xxjPI9RcfSGhsBFq9N9LpZ27cwpxn+Pudor3A9Ts2jFTrPNOaVjbFu3nHK5jJTNaeTU7qVULlsp1fPI4W2iZkEDMdfXsGvN9xijHmKrM6JWJSz4KYqRx/euYXh2nSKZDVTJq6dhUT1//b6MEsXM59ql92u3YMFKTJkyi4ULf6Fnz6EUKFAFN/fcuLnlImOmouTMVY7mzbvxyy/rQWODta09lRt0wsbOASGEEOJN5FY7IYQQ721Ak1xM/mIkPXp0sIhCueYWQ1Fg2xktQY/C2LT0GzJny8Xooe3xcVHk2llQjP8eMymw/YyWowf38e3YLmaZ84cU41XfV3ojlCpZnTu375plzmkZIzo6hsePg6lTpw3BwSG4ujrTs2cnHjx4yOrVvxEXFweAWqMhc44CZMtbgsN/rCE6Mhxbe0eqNe5OppwFyZ6vBFP61yMs+AFuXn5MXvRiF0EhhBAfDykuLoQQIs1YW9sSHR0NWEahXHOLoVJBVk8TDs4etOs3hfL1uhAUppZrZ2Ex/ntMrYJsXiZyF6lEjly5zDLnDynGq76vrLQwoH93s805tWP4+WWgcuXytGvXhyxZS1CsWA2Cg0MAePo0nGnTvufgsWt4+uXAxs6Rqo268vWv5xg+cxMteo6ncefhuHn50aTLSBp0GEyh0jWwd3RJbC5Ru2UAQgghxNvIjichhBDvJT42hqGtCzH5i5H07NkxvdOxWHojnLmj4cZjNQoqfF1NVMpjSO+0xHuKioPfTlpRIZcef/fUrXUkBEBMTCzLlq3hm5lzePTw8VvHl6zSiBY9P8PJxSMNshNCCPEhkeLiQggh0sT1i8cw6OOpWLFMeqdi0XQaKJHNSC4fI2fuaLG1kkWKD4GdFahUCtHxKkCeU5H6qlVrxuXL1144VqJkUbJk9idzZn+8vb0ID3/OkychbNy4nWN7N3H3+gUmzNudThkLIYT40MnCkxBCiPdy+dQBPL08yZMnR3qn8kFwsoWKeQzoZbPTByHOAIqikoVEkepmz16IXq9n/vxv2Lv3ILVqVcHf35cHDx5y4sQZjh8/w84//uTihcsYDAasrG3IlD0/Bco2In/JaumdvhBCiA+Y1HgSQgjxTvZvWcaYLuU48edvVK1SDpUqoZW5uXRosrSuUv89rtOmTx7pPW9LjvGqY1YaUAyxzPh+lVnm/CHFsMScUyKGoii0aNGNMWOmMGHCdFq0/ITvfwikRo2W+PsXplSp2vTpM5xtO49g55mHIuXr4eTqSdOuoxk6Yx0teo4nb9EKCCGEEKlFajwJIYR4J2O6lCMs+AEAP/74Je3aNQfMo8uTuXaVsoQYlpizucR43dgRX20je4FyLJnWgwP7fjWrnD+kGJaYc0rE+PLL75k27TsAtDprarfsAyoVuzf8TExUBI4u7kyYtwc7B2fgn3+7pSOdEEKI9yVd7YQQQqSq2i0DcHByA6B8+VKJx82hy5M5dZWytBiWmLO5xHjd2Dw+ekxGPQGTlvE0SmVWOX9IMSwx55SIUaRIfgoUyAOAb+ZcNOgwmAbtB9Gky0jcvPxo0H5I4qITIB3phBBCpDnZ8SSEEOKd3b1+julDmlK/fg1+/vkbtFopHSjEq0THwZ9XtETEqKhVSI+TbXpnJD4kYWFPyZmzDG37TaFCnbbpnY4QQoiPhOx4EkIIkeoy5SjIJ6Nms3nzTvr0GY7RaEzvlIQwS3bWUD2/AWsdHL+pxSDfKiIF7dy5H5PJRMFSUiRcCCGE+ZGFJyGEEO+lcNladBvxHevWb6Vf/1GYTKb0TkkIs6TVQMlsBkIiVGw5pePUbQ0hEaq3P1CIt9i+fTdZchXC2c07vVMRQgghXiILT0IIId5bsQr16TzkG35dtZHWrXuke5cnS+xMZS4xLDFnc4mRlLEZXBTqFdHj6WTi8n0j81eftvh5m0sMS8w5JWLEx8ezbdsuHj+4xf4tyxBCCCHMjdR4EkIIkWKWzhrGsT3r0OsN0t3KQmNYYs7mEiM5Y+P0sHjHU25fPcvmheMtet7mEsMSc37fGCaTib79RrLyl/UA0qlOCCFEmpIaT0IIIdKcf7Z8mEwK/v4+0t3KQmNYYs7mEiM5Y28/UePk5s2ZP9da/LzNJYYl5vy2GAUL5qVTp36Ehoa9NFZRFEaO/IJVKzdQtmYr6VQnhBDCbMmOJyGEECnm8umDfDu6HUeObCdXruzpnY4QZiveANvP6nC2Vaic1/DKMQYjRMdDVJwq4U+sijgDONspZPU0YSVNJD943347jwkTpuPr58vP87+mTJniqFQJdcEmTfqGb775iXb9p1Kxbrt0zlQIIcTHKKk7nuRXFiGEECnGN0tuAC5fviYLT0K8gZUWimU2cOCqjj/Oa/FzNRFvUBEV989CU6z+n8LjKhTsrMFKq3D7iZpHz9RUymNAJbXJPwgPHz7m8uVrVK1a4YXjbdo0ZdKkb3j48BH16rXFO4M333z9OVeuXOebb36i+SdjZNFJCCGE2ZNb7YQQQqQYJxcPbGzt6d9/tBQZttAYlpizucRI7vl2bFzOurmjefwwiPP3NNwNVXPrbjC7d2zledBpSmc3UC2fnobF4om6tIQxXcrx4PgSyuUy8PCZmstBagIDV6b7vM0lhiXm/Pfx4sVr0LZtb/6+EeHvsVu27KRWrar4Zc5FwIRA9CYtHTv2YeLEGdRrO4AazXoihBDi1fZvWcaYLuWk8YIZkFvthBBCpKj+jXNh0Mfh55eB8+f/BKTIsCXFsMSczSVGWp3vzJl9nLyl4dpjNc9CHrJ63iSe3Dn9TnkoChQpWo27d+7J9U+nGPnylefhw2AArlw5jJeXxwtjp0+fQJs2Pane9BMO71xNdGQ41rb2zFxzIfG2OyGEEC8b06UcYcEPpPFCKpLi4kIIIdJFtcZdQaXC0dERvV4PSJFhS4phiTmbS4y0Op9KBcWzGalT2ICDtZ4eo3/i04nfv3JsvAGMphePDx4+nLN3NWw+qWPVXzpG/XSARu0C5PqnU4wcObIl/vfNm3deGlurVhUmTRrJvs2LcXLxwMHZnaZdR8qikxBCvEXtlgHSeMFMyI4nIYQQKe7SyT+ZPaErTZrUYe7cGajV8jmHEKlBUeDcPQ0XH2iws1ZwtFHQGyE2XkWsHkxKwuKERqWg04JaBdHxKnQahYzuJuysFM7f11Iqu4FsXqZ0ns3HqXbtNjyPt+Hy6YPMnj2Ntm2bvXLczJlz+Wr6T8xcezGNMxRCCCFeTYqLCyGESDd5i1Wk6/Bv+XlqX1xdXZg2bZx8Oi9EKlCpoFAmIx6OJoKfq4mMVWFnpZDBWcFGp2CtA5MCekNCJz2DSYWHowkfFwWNGo7f1KBVK/i5yqJTeqlVqzIzvp6DvaNL4o6nV3FxcSI+LgZFUeTfUyGEEBZFFp6EEEKkimIV6tOu/3PmfzcSNzdXRo7sn94pCfHB8nVV8HU1JusxMfFw47GawpmNWOtSKTHxSv9ePGrSpC5ffPENEM3Zsxdfu7B0+vQFtForFJMJlUaTxhkLIYQQ707ufRBCCJFqKtRpS5MuI5g27TuyZi0u3a0sIIYl5mwuMSwt52dRKhRUHDl4wOLnYmk5u7nlwtU1J3nzlufLL79D8/+FpB079tKpUz9+/HHBCzEWLVrJkiWrKFy2NuO6V5QOTUII8S/Svc78SY0nIYQQqUpRFIa0KEBsTCSOjg7cuHEUnS5he4V0tzK/GJaYs7nEsLScTQocvKLl7hMjGxdP597lgxw+sN4i52JpOffs2Ylx477kBSoVvcbMYemsYcTFRGE0GsmY0ZeffppOkyadKV+nHeeO7pIOTUII8R/SvS79SFc7IYQQZkGlUtGk60hs7Z2IjIymfv0O3L//EJDuVuYYwxJzNpcYlpazWgXlchkwhV+mWffRDJy+hXP3NCiK5c0lPc73PjH69etOWNhV1q9fRMaMfgkDFIUcBUoz6rstuHhkAKB+/Zp0/2QI2fOVpGXP8dKhSQghXkH+bTR/suNJCCFEmrlx8TgLv+qPSR/DsWPbcXd3S++UhBDA8xi4E6Lhwn0Nfq4mCmc24GSb3ll9PHbv/pPmzbvR/4ul5CtWiT/WzWfj4mkULVKAS1duMebHHbi4e6d3mkIIIcQLZMeTEEIIs5M9XwnaDZjG06dPCQkJS+90hBD/52QLBTMaKZ9Lz6NnKg5ckWrjaalw4fwAxMdGYzTo2bspEINez7Fjp2jbb4osOgkhhLBosvAkhBAiTcVERaR3CkKI18jorlA2l4HnMSoiYtI7m4+Hvb09AHEx0Zz4czOhwUEAlK3RkmIV6qdnakIIIcR7k4UnIYQQaapgyWp4ePszduw0FixY/tF3tzK3GJaYs7nEsMScX3XcSptwvGnz7hY1F3O4du8ao2TJmqjUamJjo9ix+icA1BoNflnzIoQQQlg6qfEkhBAizZ0+9Dtzv+iJh4cbISFhH3V3K3OLYYk5m0sMS8z5VcdDI1TsPK9j3uTehNw9YzFzMYdr9z4xVCoV5Wu34cD2XxK/Jh2ahBBCmDOp8SSEEMJsFS5bi/wlKmM0mvDz8/mou1uZWwxLzNlcYlhizq867u6oYIx8QM8xcxgxcwOx8ZYxF3O4du8Tw8HRAWc3b7oOm0X5Wm2kQ5MQQogPhux4EkIIkS6CH9xiUkAthgzuyahRA9M7HSHEv0TEwt0QNRfva3CyU6hdyJDeKX3wSpepx4MHweQsVIb67QfjL7fZCSGEMHOy40kIIYRZ8/LLSo1mPZk1az63bt1J73SEEP/iaAP5/U34uiqoVOmdzcfh5/kz6NO7PU/unGXjoi/TOx0hhBAixcjCkxBCiHRTt3U/HF09GDlq8gvHP+Yiw+kdwxJzNpcYlpjz62OspEPvr7jzOIZ/740357mYz7V7txjHjp1mzJjB9O3blUsnDzC6cxn2b1mGEEIIYenkVjshhBDp6tTBbcyb3JsVK+ZQt251QIoMS4Fmy4xhiTm/6nh0HCzZEYqLhw9XTu1lcNdyONma/1zM4dqlRIwbN25TokRNQIqLCyGEMG9yq50QQgiLUKRcHfIXr8zIkZOJiYkFpMiwFGi2zBiWmPOrjt8OUePsnoGfJ3Uio83txEUnc5+LOVy7lIiRLVtmdDoddg7OUlxcCCHEB0F2PAkhhEh3j+/f5IuAWgwd2puRIwekdzpCfLQUBbac0uHhZKJMDmN6p/PRKleuAV7ZS9MmYFJ6pyKEEEK8lux4EkIIYTG8/bNRq2Ufpk//kfXrt6Z3OkJ8tB6Hq4iMU5HZw5TeqXzUsmXPxJOH0nRBCCHEh0Gb3gkIIYQQAPXbDSLk0V169hyKtbUV9erVSO+UhPjoPHyW8Jmkl9NbN8SLVJQta2aOn9qZ3mkIIYQQKUJ2PAkhhDALao2GTkO+plCZWnTq1I+cOUt/tN2tpDOYZcawxJwTjxeuwuK1R7jxWE1WTyOLF1neXCz6+v/n+MOHj3n84A57Ny1GCCGEsHRS40kIIYRZMRr0DG5RAH18LJ6e7ly9+hdgeZ2pLDWGJeZsLjEsMee/j2fKV4kOA6eR0d1IqexGihe1vLlY8vX/7/Fcucrw5Ekozm7efLnsKEIIIYQ5khpPQgghLJJGq6Np15Forax59uw5f/11ArC8zlSWGsMSczaXGJaYM8CgoQOo0bQbxuhHlM9lRKexzLlYYs6vO964cR0ASlRuhBBCCGHpZMeTEEIIsxQfG8PsCV25f/McGzcsonjxwumdkhAfpH2XtIRFqqiUx4C7o9R2Sm83b96hRo2WeGXMQ79JS9DqrNI7JSGEEOKVZMeTEEIIi2ZlY0vvzxaQIVNumjXvxrlzF9M7JSE+SHF68HMzyaKTGXj69BktW/XAxsGNHmPmyqKTEEKID4IsPAkhhDBbNrb29P18EU7ufnTpMtDiCgRbYgxLzNlcYlhizjHxEPIsmg0btlv8XCwx538fnzdvCe3bB/AkJJzilRszpX9d9m9ZhhBCCGHp5FY7IYQQZu+PdfNZt2AyiqJYVIFgS4xhiTmbSwxLy/lZlIojNzQ8fBLFjE9boDY+t9i5WGrO/z5uZ2dLvN7IoCkrCJw+kLDgB7h5+TF50SGEEEIIcyS32gkhhPhgZM1TFEVR8Pb2sKgCwZYYwxJzNpcYlpbz3ktaYvUqVGHHUBufW/RcLDXn+/cfUrp0cWxsrImOjqHT4Blkz1+S2i0DcPPyo3bLAIQQQghLJzuehBBCmD19fCxDWhRg4sRh9OnTNb3TEcLixcTDphM6imczksPblN7pfDT0ej1Hjpxkx4697Ny5n8uXr6LWaMiepxjl67SjdPVm6Z2iEEIIkWRJ3fGkTcOchBBCiHeis7Ihf4kqjB//FY8fh9C4cR18fLzx9HRHo9Gkd3pCWBRFgYsPNGg1kMldFp3SQkxMLCNGTGLd+q1ERUbi4uZF3mKV+aTJQPIUrYi9o3N6pyiEEEKkGll4EkIIYRE+GTWbHWvm8OPs7/n223kAaLVavLy88PH1xtfHiyJFCtCvXzesrKQTlBCvEhsPh69reRyuplAmA1bym2CqCwt7Sps2vTl77hI1W/ShYKlq+GfLj1otFS+EEEJ8HOQnnhBCCItwaMevHPx9JY07DWfUd5vp89kCWvSagKtPLs6dv8Kx09eZOvU76tRtx4wZsy26u5V0BrPMGGaf88JVLPo9hEehcVTMoyevr8ly52IG50tKjLt3H1C7TlsuX71N5QadObRjFbevnJFFJyGEEB8VqfEkhBDCIozpUu6VXZ7+fbzH6J9YMDWA0OAHKIqCo6MDo0YNwMcnAw0a1KRYseoW0d1KOoNZZgxzz/mTIXOo2rQP8z5vx74/llv0XMzhfG+L4e3tiYIK1Lb0nbiYb8e0l051QgghPijS1U4IIcQH5XVdnv59PEuuwoz8bivZ8pZAq9WhqHV8PnEmXbsOYPr0H826u5W5xLDEnM0lhjnnHBMP1Zv15szB3+jcrr5Fz8Vczvff4w8fPmbPngOULl0cR0cHnj17jq2TN0NnrMXLL6t0qhNCCPHRkh1PQgghPnjLvxvJzbP7OHBgI66uLumdjhBp7uBVDcHP1dQrrMdal97ZfFiMRiOzZs1j6tRvMRqNqNVq3Dx9yJ6/FG36TsbG1j69UxRCCCFShXS1E0IIIf6vYr32/PXHGrJnL0X+/HmpXLkMPXp0IHPmjOmdmhCp7mmUinuhGsrkMMiiUwoLCnpEr17DOHjwCLVbBVCuVmtcPXzQ6qTBgRBCCPE3WXgSQgjxwcuUoyATA//k8umDXD17mGUrNrFy5UZWrZpL8eKF0zs9IVJVRIwKAF9XUzpn8mE5ePAIHTv2B40VA6esIHfhcumdkhBCCGGWpMaTEEKIj4Krhw/6uFiunj1M9aY9cfHKQsOGHfn99z0W0yErLWJYYs7mEsPcc17+y29mkceHcP0VReHTYRPRWDugoOLx/ZsIIYQQ4tWkxpMQQoiPxr874H02ZxcLpw/k3NE/cHJy4OnTcLPukPWxdgazpBjmmrPBCJtO6jiwfRULvxlh0XMxl/P9+edfNGrUEUcXdyKehUqnOiGEEB8l6WonhBBC/Me/u0pZ2djSY/RPlK/TjqdPw3FycjSrDlnpFcMSczaXGOaas1YDbvYKxctUsPi5pPf5BgzowS+/rKN79yH4Z8lN/XaDpVOdEEII8Ray40kIIcRHTVEUNi+fydYV33L06O/kzJktvVMSIsWtOarDzkqhXhFDeqdisU6fPs+nwyZy4vgpSlRuRPPuY3DxyJDeaQkhhBDpRnY8CSGEEEmgUqmo3TIAG1s7Nm7c/l6xkvBZjhBpzqSAwajCThqtvZPQ0DAGDhxLtWrNeBQSzeAvV9J9xPey6CSEEEIkkSw8CSGE+Oj99ccaTCaFwIW/JB4LDFxBgQIV+eGHBQBERkaxbt0Wvv12HoUKVWbo0M/o339U4vhixaqTMWMRKdD8Eccw55ydbU0EPX5G0WI1LH4uaXU+g8HA/PnLKFa8JitXbcTW3okKdduTq1BZhBBCCJF0cqudEEKIj97fRccBChTIw59//pZYTNje3o77989w//5DChashIeHGyEhYbi7u1KqVDFWrJgDQI4cpQgNfYqLizMnT/6Bq6uLFGj+yGKYc86PnqnYe0nHNyNaE/vsrkXPJS3O5+3tiYeHBxcvXqZszVZcPLmPZyGPpIi4EEII8S9yq50QQgiRRLVbBuDq6YuVlQ06nQ5IKCbs6elOnz5dAPD19ebOnZOMHDmAjBl9GT16UOKiE8Do0YNwcXFCo1Fja2sLQMWKZfDy8pACzR9JDHPOWadJ+Dt3/sIWP5fUPp+HhxtPn4YTHq0w/JsNdBz0FXVb95ci4kIIIcQ7kh1PQgghxP9tXjaT3evncuHCflxdXd4phqIoqFQqAKpVa0aVKuUZP34oYWFPOXLkJNWrV8TKSortiLQVq4dtp3XotNCgqD690zFLiqIwZ84ixo79koKlqtNl2LfY2Nqnd1pCCCGE2ZIdT0IIIUQyVWrQEYPRxMKFK985xt+LTgC7dq1l+PB+AOzZc5AOHQJ4/jwCgIsXrxIREfl+CQuRRNceaTAqUDaHdLV7FYPBwJAh4xk9egrVm/ag55i5sugkhBBCpBBZeBJCCCH+z8nFg9LVmzNn7hLi4uLeO55KpcLGxhqA5s0bcOrUbjw83AHo3LkfY8ZMASA2No6HDx+/9/mEeJWwSBU3H6vJ4Kzg7iidF19l1KjJLF26hg4Dp9Gs+2jUGk16pySEEEJ8MGThSQghhPiX6k268yT4CQMHjk12h6zcucvSoUMfwsKevnJspkx+icejoqLw9/cFYPfuA+TLV4Hp03+kUKHK/PhjIH/fCZ+WncF27fozMYfvvpvPjh17iYmJBWDy5Jnkzl0mceypU+dQFMUsupmZSwxzzDkqDnZd0GJrpXDtyBqLnktqna9372H8/PMyWveZSPnabRBCCCFEypIaT0IIIcR//PR5dy6e2IvBYEh2hywAOzs7undvx9q1vxEU9PitMcLDn7Nv3yHGjp3KvXtBWFtb0bp1E779djIFC1bi/v2HadIZzM+vEFZWOp49e57Yve/cuf34+/vg71+YqKhoMmb05cyZveTIUZoxYwYxa9bcdO9mZi4xzDHnpZsPcP2RmkbF9BQvZtlzSa3zAZSr1ZoOA6e9cKusEEIIId5MajwJIYQQ76hmi94YDAbc3FyS3CGrVavGAJSs0piKDbry84KVBAeHYm1tRUxMPNmzl2bixK8JD494KYazsxONGtVJPN6pU2vatGkKQLNmDVCr1bRv3xwgcSdUSnb76t27Mw8fPubEiT8YPrwfGTP68umnAVy8eAAfHy8ARo0agK+vN4MG9UKlUjFlyhhatWpsFt3MzCWG+eXcm1vBarJ4mtBpLX0uKX++7t3bo9FocPf2o03ARFl0EkIIIVKJ7HgSQgghXmH+5N4E3TzF8WO/Y29v99bxo0dPYcWqzUxedBiNVkdURDj7flvEvZsXcPPyR1EUDm5fgYO9HSNG9KVLlzZJ6m539+59VqxYx6efBqDVaunV61O8vT2ZOHEEERGR7Nr1JxUqlMLDw50rV65z9eoNGjasDSTcOufs7EiJEkWIjo5h06bfqVSpDL6+Gbh69QanTp2ndevGzJw5lx9+WMCNG0eTfZ2Cgh7xww8LGDas7zt3AhSp4/ojNcdvaaldSI+rvdR2+q++fUeyeeteRny7GTdP3/RORwghhLA4suNJCCGEeA9Nu48mNPQps2bNTdJ4jSbhR6pKlfC3vaMz9doNpNfYebTsOZ5WvT7j8/n7yFOiJqNGTaZ06Xps2LDtrXEzZfJn5MgBaLVaAEqXLkbBgnkBCA4OoWvXAVy5cgOAbdt2MXDg2MTHTp06i6VLVwMQHv6cPn2GceHCFQD27j3EoEFjEubatC6BgbOSNM//Onv2Irt3/4laLb9SmJPIWDh+S0tWTyMudrLo9Cp//nmEklWayKKTEEIIkcpkx5MQQgjxGhsXT2f3hvkcO7qdTJn83zj25MmzVK/enIFTlpOnSIU3jn1w6zLrF07hwvF97Ny5mhIlirxTfkajkaioaOzsbNFqtcTHxxMfr8fBIaENfGxsHGq1CisrKxRFIT4+Hq1Wi0ajwWQyYTKZEhe03ofJZEKtVhMeHsGAAaOYMGEYWbNmfu+44t1FxcFvJ62omEePn6ssPP1XcHAIuXOX5ZORP1K8UoP0TkcIIYSwSLLjSQghhHhPdVr3xcHRlbFjv0w89roOWadOnUOj0bB52cy3xvXLmoe2fScDEBkZ9cbYb+rIVbRoNdas+S1x8cjKyopff92YON7GxhorKysCA1dQuHAVli9fi+b/beLVajVLlvyaIp3BihSpSmDgCh4+fMT9+w9Zu3aLxXVES4kY5pRz2ZKVUYzxPItSvXMMc5lLaow9fvwMAKvnT2T/lmUIIYQQIvXIjichhBDiDY7uWc/C6YPYtGkpFSuWeWuHLLVaw4+bb7417sO7V5nYuybbt6+idOliL8SwxM5gfx9XFIXChatw714QTk6OXLp0EDs72zTPwxKvXUrHGDZ9FWXKlqJqPgMqlWXPJaXHTpz4NbO+nYdiMuHm5cfkRYcQQgghRPLIjichhBAiBZSs0oRseYsxevRUjEbjGztnubo6YzKZMOjj3xrXxs4RlUrF5cvXXohhaZ3B/ntcpVIxaFAvvLw8MBgM3Lp1N13ysMRrl9Ix/FziCH6u5vA1DSbFsueS0mMvXLiMt1823Lz8qN0yACGEEEKkHtnxJIQQQrzFzcsnmT6kKd9/P4UOHVq+dty+fYdo0qQzn8/fi5df1rfGnftFT54/vsqxo9s/yOLckZFRifWmFEWRdvXp4F6oioNXtRTLYiSXjym90zEbY8ZMYdWa35m08JC8LoUQQoh3lNQdT+9fUVQIIYT4wGXLU4ySlRsxcdJMGjeui6OjwyvHZc6cUIA85PG9JC081WzRm+lDmrJ16x80aFArRXM2Bw4O9iiKQkDACPLly0X//p+kd0ofnYzuCtm8TJy/pyGzhwlrXfIeHxwcwp0793jyJJTg4BCePAkhODgURVHIlMmPTJn8yZzZn0yZ/HBzc0WlUmEymQgJCePBg4cEBT3iwYOHPHiQ8LfBYKR58/rUqVMNnS6ZyaSgChVKM3v2QkIe3cXTRwrhCyGEEKnpw/t4VQghhEgFTbqOJDw8gm7dBr62gHHDhh1QqVSEPrqXpJjZ8hQjV8HSzJw1H0VRLK5Ac1JiqFQqsmTJSIYMXmZdmNocr11KxSiU0YgCrP7jbpJiREfH0LfvCDJkKEDu3GWpVasV7dv3YejQz5g5awELF61k7YY/mDrtR7p2HUC1as3IkaM07u65yZKlBBl8CpI7d1mqVWtGhw4BjBo9hZVrdnDuWginL96nU6d+ZMhQgObNu3Lr1p10uf7lypVCpVLx5aBGUlxcCCGESGVyq50QQgiRRBsXT2f7qh8AXlvAWKPRULB0DXqOmZukW3jOHd3F7And2Lx5OX36DLOoAs0Sw3Jyvv1EzV/XtZw/todLR7fyy6LJWGlfHaNWrdYcO3YSAHtHFwZ9uRInFw8cnNwY170iYcEPcPPy44uFB4mODCf08T2+H9uJyOdh2Ng50LjzcFw9fVnx/SieP32Cq6cvUxYfTsx5RIeSPA8LRqVSoSgKQ4f2YcyYwYlF6V83lzVrAtmy5Q8qVChFt24DuX//4XtdOy+vfOj1eikuLoQQQrwjKS4uhBBCpLDarQKwc3DCxtbmtQWM27ZtxulDv7Nj9U9JilmgZDX8s+Rm0hczGTCgh0UVaE5OjMjIKLJly4K3t6dZFqZOiRjmnHMWTxNx9/fimcGPln2ns+6YFVtO6Th8TcOnn8+kZPmqieNr1KiASqXGydWTRp2G4Z81L06unqg1Gmq3DEgsyK1SqbB3dCFTjoI07DgUNy8/mnYdRZWGnSlcpib12w3CzcuPOq36vpBz/bYDcfPyo0XPz2jYcShff/0To0dPYeDAni/lPXBgTzw93XFwcKB06TpMnjyLWrVaoTcYcXV1ZuDAnu987SpUKI1KpaZmsxePCyGEECJlyY4nIYQQIhmO7dtE4LT+rFu3kKpVK7xyzOTJs/j669n0GjuPwmXfXrvp6rm/mDWyDePGDWXw4A/zTbDBYKB69eYMHNiTZs3qv1OMp0+fce7cJUqVKoaNjTWnT5/n9u171K9fI13rBaWmf9dLevDgITqdjkqVymJra/NO8RQFImMhNFJNaKSK0EgVz6JUmBQVeX2NFM5sRK/XU7lKU6ycMtF7/M8pPKOX7du8hJWzx9GlSxu+/vpz1Go1er2eDRu28cMPgZw9ewH/LLmp1rQHxSs15PqFoxzYtoJTB7cxatRAhg/v907nPX/+MhUrNqTX2HkUKVc7hWclhBBCfPikuLgQQgiRCkpUasiBbcsZPuILDh7YhJWV1UtjRo0awNWrNwj8qj89Rs+hQMmqb4yZq2AZarUMYMqUWVSuXJZixQqlVvrpRqvVsnfvhvfqIHb27EWaNOnM6dO7yZw5I8uXr+Xy5Ws0blwH+DA650VFRXPw4FF27/6TPXsOc+v2HfTx8S+MsbW1pUaNSjRoUJPatavi7OyEoiiEhT3lxo073Lx5h5s3bxMZGUXfvt3w8/NJfKxKBY624GhrIotnwjGjCS4FqTl/T0M2LyOOtjqyZsnIvSfGNJlz5Qad0FnZsPjb4dy//5ASJQqzZOkagh4Eka9YRfpPWkLeYpUSn9t8xSqRr1gltq38nqlTZ+Di4kzPnh2Tfd4CBfJQpGghDu1YKQtPQgghRCqSHU9CCCFEMt2/dYmp/evRsmUjxowZTMaMvi+NiYmJpWu3gfyxcz+dP51JycqN3hjToI/n62HNURmes3/fBhwc7FMr/XSl1+uZMGE6ffp0xd/f563jY2JiGTXqC0aM6I+zsxPBwU/w8/NBp9MRExOLWq3C2tqaU6fO0a/fKFaunPfK58Oc3bx5h82bd7Br1wEO/3UcfXw8Ht7+5ClaEb+seXD18MXV0wdXT1+iI8I5ffh3zhzazq0rp9HqdOTMkY0HQQ95Hv48MaaruzcGQzxqlYlZMyfRpEndN+ZgMMKW0zqsNApV8xto26oLzw0u9Bg9O7Wnn+jkga1sX/kdD+/doETlRlRv+gn+WfO+dryiKKxbMJk/1s1nzpwZtG7dONnnXLRoJUOHfsYXiw7h6vH216MQQggh/iE1noQQQohU4p81L637TGLLtr0UK1adPgHDmTr12xc6Z9na2lC9WgWsrXUEThvwQues/VuWMaZLuReOaXVWFChZnVu37tCiRbfE4x9iZ7bly9fy9OnTJMX49tt5HDhwhJCQUOzsbNm9+wDFi9cgMHAFtrY2WFtbA7B16x/cuXOP7dt3WdS1y569JKVK12HK1O8Ji7GmYKmaOLt5UaN5b9oP+JIqDbtQuGwtMuUoiKOzO97+2ajdsg/DZ25kypK/KFymNjdv3SNL3jL0GD2bMT9so0WP8ag0Wmq2CCB7gfJ07TqAgIARzJ698LV5FCtambBLG4gzqNhzUUtUjJFTh7axacnXpJViFeox+oftfLfhKp2HfP3GRScAlUpFs+5jKFerFX37jmDo0M+Sff1nzPgRjUbD4Z2rU3w+QgghhEggO56EEEKIdxQbE8XB7b+we/18wkIeAeDv78O5c/uBf7ppOTjYExkZRaPOw6jTqi9ju5ZP7Az2725aY7qUIyz4AQCrVs2nVq0qH2Rntr+vkaIo9Or1Kbt3/0lo6NPXxjh5chdarTbJecyZM4Ply9ewf//hlzqfmcu1MxgMZM1agsjIKKxs7Jj+yymsrG0SXwNJ7bT2qvH/PvbFwoP89ccafp37Gfq4WIxG42vzs7e3xTtjLgZ8sYywJ0HMGNaKmKgIZq27hJX1u9WUSgsmo5EFX/bl5MFtwOs7Tr5p3naOHkz4eT9qtXwmK4QQQiSV7HgSQgghUpmNrT3Vm37ChAX7KV6pIQCOjo7ExMQC/3TTmjBhGCNHDmDT4ums/fkLarXok9gZ7N9qtwzA1dMXJ1dPdu3a/0KMD6kz2+DBvYGETncATZrUI2NGX1q0aMjSpasxGAw0bFgbW1sb+vTpmrjolNQ8YmNjuX//Ib17dzHLa/fsWTgtW/UgKioGOwdnmnUbnbiw8++ucUnxqvH/7TxXtmZLRn+/DVfPhFsQIyKiKV26HlWrNadBgw7Y2CSc26RoyJavFAu/Hoqdoxs58pckZ4HS6Kysk5RLelFrNHQZ/i0ZMuZApVLRsuWLt7W+7Xnp2rUdTx7d49T/F66EEEIIkbJkx5MQQgiRQi6e2Me8yb0oWqQAK1fOxdn5xZ+Z8+YtYcSISbTuM5EqDTu/Ns5Pn3fH3S6WdesWpnbKZuX7739m8eJVHDu2g50797Fkya8sWvTdCwtPSWWuhcavXLlOm7Z9CAl9RveRP5KnyKs7I6YGo9HA4Z2rCX18j7jYGOJjo4mLjSY+LoacBUpTqV4HrGxsURSF21dPo0JFltxF0iy/9xUbE8WMoU3J5OPEli3Lk/z8K4pCu3Z9+OvYecbP+QNb+9d/YiuEEEKIfyR1x5MsPAkhhBAp6OalE8z+rCtZs/ixdu0CvLw8Xvj6p59OYOmytXT5dBZFytV55Zvj3RsXsnruBGbOnESXLm3SKnWzEBsbh41NyuywuXLlOuPGfcn8+d/g7Jz+iwnbt+/mkx5DcfHwpde4BXj6ZErvlD44547sYvbn3diwYTGVK5dL8uPu3QuiTJm6lKzWgjYBk1IxQyGEEOLDIbfaCSGEEOkgW97iDJ72K/cfhlKnblvu3r3/wtcnThxB2bLFmTe5N3s2LXpljKqNulClYWeGDBnPypUbUj9pM5JSi05/x4qMjOLZs/AUi5lciqJw4MAR2rcPoF273uQsVJ5PZ6yXRadUUqBUNbLmLsLkyd+ShM9WE2XM6MvYsYPYv2UpNy+fTMUMhRBCiI+PLDwJIYQQKcwvax6GfLWGkNDnFCtWgzlzFiV+zc7OlkYNa2Fra8OOX3984c3x393u/ty6nJa9JlCuVmsCAoaTI0cps+7MZq4xdu36k/v3g9i16880yePfx2Jj41i2bDUVKzamYcMO/P77HkpWaUyP0XOwsXNApA6VSkWDDkM4duwk+/cfBpL+HPbo0RFfXx++Gd6SvZsWp3nuQgghxIdKbrUTQgghUsmwtkWJDA/Dx8ebixcPJB7/u5sWQNbchalQtwPlarV6qUOZyWhkcIv8xMfF4Obmwo0bx16KYYld7dI6RoYMXtSuXZXp0z9Dp9Ol+rVzcnJAq7UiLCyMgqWqcfvqGSKehSa5U514P2HBDxjTpRyBgd/StGm9ZD2HefKU5fHjEByc3Ji+8lR6TUEIIYSwCHKrnRBCCJHO8peoCsCgQT1fOD5oUC/8/X0oX74U1qpodq2fB7zcoUyt0dC02yisbOwIC3vGDz8seCGGpXa1S+sY7ds35+DBo4mLfamVR4kSRQCIiYmnUIVGfD5/LwETFtKg/ZBkdaoT7+fMXzvQ6nRUq1YRSN5z+OmnfQHIV7xy2iUshBBCfOBkx5MQQgiRSrat+oHd6+Zw7+7ra8Zs3bqL9u1789m83WTwz/7KMYqisGnJdLav+pF+/brz+efDUavls6PkMJlMqXbNTCYT48d/xY8/LqBKoy406jhUOqOlo+9Gt8PbVcX6d+wK6eaWi7b9plCxbrsUzkwIIYT4sMiOJyGEECIdXTt3hN9X/fDWzlpVqpTDxsaGs4d3vnaMSqWicefhtOw1gR9+WECvXp9y8OARHj0KTlYB5Y+ZWq3m+fMIunUb9FLB9/cRGxtHt26DmD07kJa9JtC69+ey6JSOoiPDuXruCPXr1XjnGNbW1kQ9f5qCWQkhhBAfN1l4EkIIIVLAr3M/Z3jbYmxd8R1Xzx5m9oQuZPT34fSpM28samxnZ0u1ahU5d2RHYnHx/VuWvfIc1Rp3pduI79n0204aNOhA3rzl8fEpSMdO/TAajS/FftX5XpfHu4y1tBjPn0dy69YdFi1amSJ5FChQibLl6rFt+x56jplDtcZdEeln/5ZlfNajCkajgapVyyceT+5rRqWCvb8tkkVdIYQQIoXIrXZCCCHEezq2dyOBXw144VjFimW5efMWDx48emtR49WrN9Gz51Bs7R2JiYp4axFqvT6OcV0rEB4WjI2dA7HRkWzcuIRKlcpKcfG3xFAUhcKFq3DvXhA+Pl5cvHjwvfIAGPb1OrLlLf7a50ukjb+L8wP89NNXtGnTFHi31wzAkGm/krNg6TSehRBCCGE55FY7IYQQIo14+2cDQKNR07lza+bP/4aVK+cyZEifJBU1btGiIWPGDCYmKgIra1tqNuv10jn+Taezpl7bgbh5+dGky0i8fDPz66+bXhn7dcdSYqwlxlCpVAwa1AsnJ0ciI6OJjIx6pzz69OmCWq0me74SsuhkJv4uzu/tn40lS1YnHk/ua8bf3wd3D3f+3PrqnYdCCCGESB7Z8SSEEEKkgJuXT/LjuE7ky5eDtWsW4OSU/J+XGzduo1u3QTTtNooazXq+/QH/99uyb9j/WyDXrh7GxsY62ef9GIWFPeWvv05Sr171d3r8rFlzmTz5WybM34u7t38KZyfex987ELdvX0Xp0sXeKcaPPwYyYcIMJi/5CycXjxTOUAghhPgwyI4nIYQQIg1ly1OM/pOXc+nSTZo260Z4eESyYzRuXJdPPmnPlhWzeBb6OMmPK1WlCZEREfz+++5kn/Nj5ebm+s6LTgBbtu6icNnasuhkhopXbECWXIUYOnQCBoPhnWK0bdsUtUbN4Z2r3z5YCCGEEG8kC09CCCFECsmSqzD9Jy/nytXb1KvfjnXrthAXF5esGKNHD8LBzpaFXw0gKuJZkh7j7Z+NrLkL8913CwgPf/4OmX+cnjwJpUmTzhw7dirZj9XrDdg6SPc6c6TWaGgTMJmLFy+zYMHyd4rh5uZKs6b1OLh9BSaTKYUzFEIIIT4usvAkhBBCpKDMOQsyaOovxONA9+6D8PUtRJMmnbhy5XrimDd12apYsSGtWjUk+P5lvhrUkE1Lvn5jp7u/Nf9kHFeu3aFEiVrkzVteutolYezGjdtwcXHi76IDyYkRHBzCsb0b3/q8iPSROVchKtZrz6QvZjFr1ty3vmaMJrj0QM3C5dsTj3Xt2pYnD+9y6eT+d87jxoVjDGqWlzOHd7Bv89IkfS8LIYQQHxqp8SSEEEKkkpEdShIeFoxKpUZRTIwZM5hPPw2gQIGKb+1299tvy2jXLoCLl66Aory10x1AcNBtJvaqjtFowNPTjatXj7wU15I70plTDE/PvBgMhiQ9LyJ9REWEM7FXVQzx0URHx7zx+T56Yh8bjltxcNtiln0/nowZfTlzZi8VKzbG2i0bPUbNfuU5njy8y4Xjuwm6c41Hd64QFxeNtY0dOms7rG3suHfjAiGP7gKg1Vlj0MfJa0YIIcQHQ2o8CSGEEOns785zLXt9Rr12A5k8eSaNGnXk4cNgHB0d6Nu32wvj/91lK3PmjPz++0oKFcwLgF+WPLztsyIv3yw06ToKnZU1ISFPmTlzLjExsWbRTc6cY1y4cIXdu/9MVgw3N1esbe2p3TIAYZ7sHZ1p0m000dExeHq6v/F1oNNApTx6iuVxTTymUqnIkSMzsVGvrtemKAo/jG3Pqp8+I+TWMQrl8aZGpcIUL+BPNh9rXKwiCHl0F2+/hK6XBn3CbbeuHr48fxaSupMXQgghzIjseBJCCCHSyMbF09m+6geKVajH2b92kjlLRn74fgplyhR/7WMUReHLL7/jq69+YNg368mW5+1dukxGIxsXf8Uf6+bh6upKz57t6d69Pe7ubik5nQ/GJ58M5vHjJ/z2W9JvgapQsTFumYrRrt/kVMxMvC9FUZg5ohXGmCccOvgb1tbJ6/rYokV3QmPs6DV27iu/Pq5reRo3qMyMGROIj4/n9u173LhxO/HP0qWrqd2qL4/uXefkga3kyZODoIfB6PUmhn2zAZ9MOVNimkIIIUS6kB1PQgghhJlp3HkY01acoMfonxj1/VYUrTP16rVlxIiJREZGvfIxKpWK4cP74eXtxbE9G5J0HrVGQ9Nuo5gwfy/5y9Tj62/mUaBAZX7/fU8KzubDMWPGBNauDQR4666yv/n6eBIelvTOgyJ9qFQq2vSdzJ3b9/j++5+T/fjIqGisbe1f+/XMuYqwbt0WihStgY9PQUqXrkO7dr2ZPOU7dh84R+GydShSrjbdR/5IsQr1efosgvnzviYmOhKjQf8+UxNCCCEshiw8CSGEEGnIycUDAN/MuRg6fS3Ne4xj8ZI1lClTj927/3zlYzQaDS1bNODkn5uT9WbV0yczbft+wZgffyc2NpaQkNAUmcOHxsXFGSsrK27cuE2xYtW5dOnaWx/j4+NNhCw8WQTfzLmo0awn02f8xM2bd5L12MjIhJpNr1Oudmsy5y1NzuK1adtvCoO/XMnUpUf5Zs1FRn23lR6jZ5MxewHUajXe/tnQarScOnUOB0cXfLPked+pCSGEEBZBFp6EEEKIdKLWaKjepDtjftyBk2dWmjfvhp9fIX74YUHimL87b1lZWfH8WSiXTiUsTu3fsizJHbJ2rZsPQFDQoxeOW3JHutSIsXbtZp48CWX//oTCz0uXrmb06MmvHPvkSQi3r53jj7XzEeavXtsBOLl48umwzxN3tSXlNRMREYmNncNr4+YrVoleY+fRvPsYKtRpS65CZXFx90alUr009tblUzx+/Jg1a34je/6SqNXya7gQQoiPg9R4EkIIIcyAoih82qYI0RHPUKvVnDz5B5kzZ0zsvOXv74OtnT0uvvnpNvw7xnQpR1jwgyR1yBrcPD+xMZH4+/tw7tw/reEtsZtcWsU4c2YvDRq059y5S0REROLr68306ROoXr0i1tbW5M9fgaCgx9jYOjBz7YU3Xn9hHs4d2cXsz7uxcOF3NGlS962vmTNn9uLjU5BGXUZRrXHX9z7/oOb5iIuJQqVS0az7aGo06/neMYUQQoj0JDWehBBCCAuiUqlo3GkYLu4Z0Gi0rFmzGfin89bgwb1p3aoRZ//aQWxMFLVbBuDm5Zekrmr2js7Y2dkyeHDvF46ndzc5c46hUqnYvHk5Y8cOJmNGX6pVq0jHjn2JiIgEoGDBfNjYWBMfF8Pzp08Q5q9g6eoUKVeb4SMm8ddfJ976mgkNDSMuLg5Xjwwpcv7ytdugUqlQFIUcBUqnSEwhhBDCEsiOJyGEEMLMzJnUAzuesnXri7d33b17n8KFq9Jh4DTK126T5HhT+tfF3VHD77+vxMrKKqXT/Wjcv/8Qf38fAEaPnsyVKzf488BRpiw5goOTazpnJ5LiWehj5n3Rg1tXztC2bTMmThyOh4f7K8du3foH7dv3YdxPO/HNnCtFzh/6+B7nkHa3/wAA0IxJREFUj++lYt32cqudEEIIiyc7noQQQggLlbdYJY4dO0V4eMQLxzNl8qdx47psXPRlsnbZtOv/JefPX6ZHj6HcuXMvpdP9aPy96AQwYcIwzl+4QqmqTWXRyYK4uHvz6Yz1tOs3hU2bd9OmbZ/Xjl0Q+AtZcxdOsUUnAHfvjFSu31EWnYQQQnxU5KeeEEIIYWbyFauMwWDg8OFjLxU7njHjM6y0ar4b24HRncsmqbj43WvnsLZzYMfOPylevCY9e33KpUvXzKaotyXGGDx4HMGPg3F29UJYFrVGQ8V67Slavh4njp9i6tRvE7/29/M9ffoP7Nn9JxXqtk/1fJLTKEAIIYSwRHKrnRBCCGFmoiKe8WnrwixZ8gNjxkx5qQDy5s076NixL0CSiov/XYjc1dOHms17sWvdPEKDg7CxtSE2JtasinpbQgxFUfD2zo9er0/S9RfmaXTnsjx9EoSTkwN37pwC/nm+HR0dMKFhyuIjWNnYJjt2bHQk1rb2r+xu91/JaRQghBBCmBO51U4IIYSwUHGx0QDY2dm9sgBygwa1KFKkACq1mqqN3t5t6+9C5HVa9aNqo65MmL+PToNnYGWT0Cbe3cMdk8kEpH9Rb0uIcejQMfR6PQ7O7kkq7i7MU51WfbG2sSMyKoa6ddsxefJMqlevhL29LdHRMZSu3uKdFp1OHtjC4Bb5Gdw8Lz+M64g+PvaN45PTKEAIIYSwRLLjSQghhDAzD+9eY2LvGmzd+gtly5Z45ZigoEeULFmb0jXb0KrXZ+90HpPRyF+71rLs2+GMGjWAYcP6vU/aH4327QM4ff42Y3/amaQdLcJ8xcZEcWjHr1w/9xfXLxwlIjwMdy9fKtbrSJVGXbC2sUt2zEl9ahIfFUKfPl2ZNOlrOg/9hjLVm6dC9kIIIUT6SuqOJ20a5iSEEEKIJPh7x5ODw+vf9Pr6ZmDYsAAmfTGT8rVa45c1T7LPo9ZoKFerFWFPgpg6dRZFixaiRo1K75z3xyAmJpadf+yjcecRsuj0AbCxtada465Ua9wVk8lEWPB9XD190Wje7VfkB7evEHTnKr/8Mpc6dapx4OBR9m9eLAtPQgghPmpyq50QQghhZuL/v/B09OgpjEbja8cFBHTFzc2No3s3vNf56rUdQP4SVfikxxDpevcWJ0+eQR8fT+7C5dI7FZHC1Go1HhkyvfOiE8DxfZtwcnaiWrUKAPTs0YFbV85w+8rpFMpSCCGEsDyy8CSEEEKYGb+s+chfojKffjqBfPkqkj17SX7++cWOV4GBKyhRoiYODnY8C3mUePxdOmSp1Wq6fDoLK1tn6tfvQIECFc22m1x6xzh06Bj2js5cv3BcOpFZiNd9T6RGN7lTBzaTPVtmSpSoSWDgCmrWrEymTBnZ+9viZOUnne6EEEJYgvjYmCSNkxpPQgghhJm6dfkUM0e2Rh8fh06nY9eutRQsmBf4p/uWra0NmXIVY9DUX4D365B178Z5pg5ogKIoZMjgyaVL/zzeHLrJmUOMxo07/4+9u4xuKvsaMP4kdXdvcYfi7u7u7u7F3d1tcHd3d3cv7lKoQI26Je8H/vQdhgItpAb7t9asmTk52Xff2zRtT87dm4AIQzxePpROZKnE974nEqOb3NxhzXh0+3MsZ2cH3N3PMn/+csaNn83ENZcwNbeOV37S6U4IIURKFhkexvkjmzm+fRH+vt7S1U4IIYRIrdJny0fDTqMwtbDByNSK8uXrM23afKKiomK7rRUunI+3z++zfu5gdq2cTNrMebCwdvilDlkuGXNRvVkftLS08fMLZPfuQ7GPpYRucskdIzIykqtXb5IpV2HpRJaKfO9rlRhfw57j1sbehmlra4NaraZly4YolQqund4T7/zk9SWEECKlCg8NZtbghuxcPp6yZeJugvNfsuNJCCGESAWioyI5uGkeR7YtJGeObCxaNJWcObNy9eotpk6dj59/IP7+gbx/70nGHAXpMXYN2jq6v3Ss8LAQNswbwvUze+nWrR1jxw5ER0dHw2eU+rx48ZoCBSrSZ9IGsuUtmdzpiBTs0rFtrJ09gF27VlO2bAlyuZbDtURd6rQZmNypCSGEEL8sJjqKReM68OrRDQ4eWE+6dGlImza/7HgSQggh/gTaOrrUbj2AQTN34/spirLl6jF37lIKFcrLjh0rOXVyB7dvHWfXzpU8f3CddXMGEo/PluKkb2BE+0HzaNRlDEuXrqNWrdZ4eflo+IxSn6CgYAAMjc2SOROR0hWt2BCXDDn455/VACiVil/+fhRCCCFSArVazaZ/RvD49gXWrZ1P7tw54/1cWXgSQgghUpG0WXIzZN5+Mucqypgx06latQlRUVGxjz9+/BxTEyOuntrNnjXTgV8rVKxQKChfpx1uUzbz5PlbChWuQpYsRVN1YfDfjfFl4Ulfdn+Ln1AoFJSr24Hjx0/z5MlztLS0ePP0bry/D5OyILoQQggRH4e3LODCkc3MmzeRcuUStvNbbrUTQgghUqEvxYcBypYtwerV8zEzM4kthm1mZkpg4Cda95vJ/vWzfqtQ8Sf/DwxvW5zoqEisrCx49uxq7GOpqTD478aYMmUULVp0ZerGG3EWiRbi36KiIhjZrgSOdha8ePEahZYO4aHB8fo+TMqC6EIIIcTP3Di7n+VTejBkSG8GD+4VO/7pU5DcaieEEEL8qb4UHy5fpwNXr7tTrVozPDw8Y4thjxzZj5YtG7Fx/lAKlKr1W4WKTS1saNBxBLp6BgQEfOLChSuxj6WWwuCaiPFlx5OBofH3L5YQ/6Ojo0fNlv2JUBtRuEIjKtTtGO/vw6QsiC6EEEL8SFRUBDtXTKBmzcoMGtTzl2LIjichhBAilfN884SFo9uhpYhi3961ZM6cAYCIiAhq1mrFsxfvGTxnH+ZWdr91nOioSBaObsu7l+4cPrSZ7NkzayL9VGP58g0MHTqReXueolAokjsdIYQQQohEd+7QRjYtGMalSwfJmjXTV4/JjichhBDiL+GQJgsDZu5CpdBj0qS5seN6enqsX/cP2ooYDmyY/dvH0dbRpdPwxZhZOdGgYQfev/f67ZipSVBQMAZGxrLoJIQQQoi/Qkx0FEe3LaR27arfLDolhLYGcxJCCCFEMjGztKV83Q5sXzoODw9PnJ0dANDV1UFHVwdtXT2NHMfAyJTuY1YzY0A9GjbsyKFDmzAz+zt2QwcFBcvO71Tkk/8Hzh3ayJsntwgJCsTQ1BITM0uMzawwMbPEyNQSbR1dtLS0UCq1UGppo1RqYWXnhEOaLMmdvhBCCJHsrp7ew0evtwwYsPC34siOJyGEEOIPUbRCQ5Ra2hQvXp2VKzfy6tUbKlVugr//J26eP6ixTljm1vZ0H7uGN2+9qFixAa6upVN8RzpNxAgKCkZf6julCP/u7ubr7cHpfWuYM7Q5vetlZXibYgxskofBLQpyfPtCQnxf4vXmIdFBbwj7+JiHV/ZzeNMc1s7qz8qpvVg2qTtLJnRh0dgO/DO6LeO6VmJY66Ic37mUQD/vb46XUs47PuNCCCHEr1Kr1Rzd+g9Vq1YgV65svxVLajwJIYQQf5C+DXIQERaClZUFoERb34TwsDAC/bw13gnriftlZg9uAoCzswPu7meBlNmRThMxChfOj/uTD7hN3aqxayh+zbA2xfD/8B5tHT1ioiPR1tFBrVIRHR2NkZEh/ft3J00aJ8qWLU65cvXi/Hq7upbGw8MTJyd7zpzZQ0yMirJl6+Lp6Y2BgT7RMSpioqPJlrckr5+5E/LJP9m7yUm3OyGEEElFpVLh1iA7I4b3oVevjnHOkRpPQgghxF+ocoOuAPj6+mNum44BM3ZRvVnvROmElcW1KCUqNwUgV67sseMpsSOdJmLcv/8UO+dfr28gfl9YaBCHt/xDaFAAAC7O9ixYMJkXz68ydepIXFwc6datLdmzZ8be3oZ37zxp2bIhjo52dO/ejn9/3urm1hUXF0f69euGlZUltrbWDBjQHRcXRyZMGMrTJ5eYNWscprphhHzyB4WCjNkLJtOZfybd7oQQQiQVpVKJc/rs3Lv36LdjyY4nIYQQ4g8TEhRAaPAnrGydUGppJfrx9q6dwbHtizh5cieurtl//oRUKDQ0DBeXvDTtMZFS1Zondzp/HbVazdFtizi2YwmREaG0atmQbt3akilT+tg50dHRzJixkOnT/0GlUsUZR0dHh+XLZ1G7dtUEHf/167fMmrWEtWu3UKtVf6o17RVnkfmoqAiUCiVa2joJO0EhhBAihVGpVEzvV5d0jsbs2rU6zjnx3fEkxcWFEEKIP4yRiTlGJuZJdrzqzXrjfuUY3bsP4eTJ7ejo/Hl/dN+//wiVSkWaTK7Jncpf6drp3exePZWOHVvSt29nnJwcvnr87dv3dOrUn2vXblKtWR9KVm1GRFgI4WEhfPL3YeeKiXi9fU7BgnkpXDh/go+fNq0Lc+aMx8XFgYkTZxLw0Qun9Nnw83mHr887Aj68w8/nHf6+3phb2tKk+wTyFq+iqdMXQgghktylY1t59eQOc6ev/e1YsvAkEl1keBhhoUGYmFklySfvQgghkpa2ji4t+85gWr86zJ69mEGDeiV3ShqnVH6uThAZEZbMmfx9wkI+sWvFJOrUqcb06aO/eXzPnkP07jMCHX0T3KZuJVPOQl89fvbAerzePidz5gysX/8PlpYWv5SHQqFgwIAeWFiYM3jweBQKBQ6ODqRxcaRw3rS4uBTHxcWR/QeOs2RCZwqVqU2T7uOTdBFYCCGE0IRPAR/ZtXIyTZvVo3TpYr8dT2o8iURz9sB6BjbLx+AWBRjSshBjOpXmyNaF0nVFCCH+QGkzu1KudjvmL1jF8uXrU1xHut+NceuWO7Z2tty5eDgBV0X8roMb5zGoeUFCgwOYOHEoAPv2HaFGjeY4OeWmaLFqtG3bm0yuJSlbsx2rpvf55neMmOgoDIxMefXKg3z5K1KvXlt69x5G06adyZixEMOGTeTly9dERkbG67XRoUMLXr++iZfXPfr26cibN28pWDAvQ4f2oWXLRlSqWBpLS3PuXT3G5F7VeHb/WoLPO6Fd6hIyXzrgCSGE+JHoqEg2LxiOrraCCeOHaCSm1HgSiWZo6yIEfPQCYNq00QwaNBZjU0uCP/lJ1xUhhPgDPXW/wqzBjbGzs8Hb+0OK6kiniRgVK5Zh/6HzjF1xLs76PkJzwsNCOLL1Hw5v+QcAa2tLnj69wuPHzyhZshYqNahiotHW0aNZj/EUq9SYEe1K/LDjm7mVPUUrNsTb4zkBH97x6tk91P+qBaVQKFAoFKhUKiwszHj+/Frs1/lXXjMODrakSZOGa9duUqN5X6o26Rnvnd8J7VKXkPnSAU8IIcT3eL55yuoZfXn/+jHLl82kTp1qP5wvXe1EsqvSqAf6hsYoFEomTJwNQIFSNaXrihBC/KHSZs6NlpY2xYsXSnEd6TQRo2bNSnzwesvrJ3cScFVEQn30esO4LuU5vOUf0qVzwc7OhmrVKjBs2ESaNO2Cpa0TDTuNxNLWiUadR1G8chMUCsVPO75Va9qLOm0G0nn4YgbN2UfTbuOxsHGkRgs3ek/cQMs+U8mRvww6uvr4+wfSuEknXr16A/zaa2bAgB7s37+O/v27c2DjHOYNbxH7gdzPJLRLXULmSwc8IYQQcbl37SRT+tREVxHGiePbfrrolBCy40kkOl9vDw5v/QfnDDkoXb3ldz8lVqvVvH1+D2NTSyxtnZI4SyGEEJqwaGx7PF/e5fy5vdjaWid3OhoVFRVF8RK1UOuY02/a9ti6T0KzAny92bxwBC8eXicowC923MYhDemy5qNSg864ZMyVqDm4Xz3BhrmDCPT/SJasmalcqTSVKpWhaNEC6OrqJjjehQtX6NhpACGhEbTqOxPXIhUSIWshhBDi1y2f3INw/+ccPbIFQ0ODeD0nvjueZOFJpAheHs9ZNrEr718/AaBln6mUqNI0mbMSQgiRUIF+PkzuXZ28rlnYsWMFWn9YU4lLl65TvXozmnQbR9labZI7nRRJrVbzyf8DAb7eOKXLirZOwhdqvsT56PWGD56vcU6fHVMLGw1n+mNhoUE8vHmWe9dO8fDGGQL8fDAyMqJMmeKULl0ElUqFv38gAQGfiImJYcyYgZiYGH83nq+vHz16DuXI4ZOUq92Oeu2HoKOrn4RnJIQQQnzfrEENyZfDkSVLZsT7OXKrnUhVDm2az/vXT6hcuSzt2jVj44JhPLhxRgpgCiFECvff92kzS1vyl6zFmTMXaNny61t5UnNx8S9jxYoVpG3bpuxcMZGhrYr8sT+f/v119f/oyc3zB9ixfAKjOpSmR80MDG6en8m9qjFjQH3mDWvOhO5V6F03K8NaF6VfwxwMaVmIKX1q4tYwJ8d2LP2lHBQKBTYOacmRv3S8Fp2+9ztDQse/MDA0IX/JGrR2m8HEtVcYNv8AFRp258lrf4YNm8TYcbP5Z9E6Vq7axKpVm9m0aSfw/dfXnj2HuX/vIXXrVuPC4Y1M71cPzzdPE+13HU0UHJffw4QQ4u8R8NELH5+PhISEArB372GWLl0b+3jPnkPYv/8oALdv36Ns2bq8exe/W8hlx5NIEYa1KYb/h/doa2vTq1dHZs9eDICZlR2Bvt5SAFMIIVKouAoVfxlTKpX4+j6OnZvai4t/GQsMDCJDhoKoVKo/7ueTWq3m9ZM7zBvZirDgTyiVWqhUMQA4Ozvh6+tLWFg4JiZGNGlSj7CwMEJDwzl06Djh4REYGRkyeHAvMmRIS9++w/n40R8tLW3m7n6MlpZ2oub+vaLZCR2PD5VKhVKpjI2hq2dAmjSOXL1yiDx5yv709bVhw2Lad3DjzZt3aOvqExoUoPHXkiYKjkshciGE+Duo1Wr61MtKdFQkd+6cxsXFkdKlaxMdHcPFiwf48MGXokWr0a1bGwYM6MHSpWuZN28Ze/aso2DBSrLjSaQOVRv3wNTCBgtrR9Zu2AOAlpY2paq1wNTChkA/HwY3z8/UvjWZOagR8VgvFUIIkQTiKlRcpVF3DIxMMDI2+mpuai8u/oWZmQl58+ZCS1vnjynQ/Mn/A0e3L2Z81wpMdatDdEQYurq6lClTjPXrF/Lw4QXc3U8zYcJQXFwcGTNmENOnj2bBgimsXDmHiROH4eLiyLhxg+nVqyM1alRi6NC+WFqaExMTTWR4aKKfw8+Ki8d3PD6+1Pf6EqNUtRY8e/qcc+cux+v15eqanTOnd9GsaR1CgwJQKJQEBXxkcPP8rJsziIe3zhMTE53gvH71/BLjGgkhhEg9QoM/ERUZgVqt5t69hwDUqFGJnj3bA6ClpaRy5bJUq1YRgIwZ01O+fClsbKziFV92PIkUKSYmGpUqBh0dPdbOGsCl49u+erxkteaky5KHrHmKY22fJpmyFEII8T2rZ/bj/ZMr3L17KrlTSRTr12+jT58RTNt0GyMTs+RO55e9enybI1sX4n71BFraWtSqWYlWrRpRokRhtLV/f4fSypUbGThoHAv2Pv9uc5E/gVqtZmKPymTLaM+WLUsTVNvs6NHT3L7tjqGhIR8/+rF792Fev36DmYU1+UvXpl67wVILSgghRKJ6//oJ47tVYvTogfTq1SHeP8fiW+Mpcfc8C/GLtLS0Y7fk120/hNxFKxERFkJYaND/6iGs4/yhz7UT7JzTU61pbwqXq/dH/1IrhBCpxel9q7lyYgdTp45M7lQSTalSRVGpVDy7d4U8xSondzq/JCQogIVj2mJva8mkScNo1KgWFhbmGj2Gv38gxiZmf/zPZ4VCQfXmbqyY0oNmzbuyfNksTE3j92Ft5cplqVy5bOz/jx49gNu37zF79mL27VlJhbodsLJzTqTMhRBCCNA3MEJLS5vjx8/SqlVDrKwsNRpfFp5Eimdqbk3e4lVi///VkzucPbCOrNkyM2hgD3btOsjqGW54v31K7TaDkzFTIYQQkRHhbFsyltatm9C5c+vkTifRpE3rgouLM4/vXEy1C097185AFRPFvn3rsLPTfMc4X18/Nm7ahY1jeo3HTonyl6yO3phVrJzak0qVm1C/XjXs7W1xcLDDwcGW9OnTYvyf20/jolAoyJfPlTRpnNHW0eXa6T0YGJlgYGSCvqEJto7psHfJlARnJIQQ4m9haetEn0kbWTapK+XKNWDTpsXkzJlVY/GlxpNIdd48dcfE3Jpnz16yYcMOdHR0ALhx7qB0XhFCiGSmo6uHiZkV27fvTXEd6TQdw8/Pj+tn9hAZHvazy5LiqFQqLh7dQu9e7Tlw4JjGr11ISCjlyjXg5cvXZM9fJvFPKJn8t+tbzoJlKVu7PS9evGbu/FW4uY2kSZNOlC5dhyxZipEhQyFWrNjwVYzvve42bNiOiYkRZ/YsZduSMaya3pdFYzswtksFpvSpxQfP10l6rkIIIf5smV2LMHjOXtQ6JlSu3JiDB09oLLbUeBKpzpcOK0amFuho62DtkIa0WfJy4+x+Any9pPOKEEIkk1dP7nBm/1qunNiBWq1OkR3pNB1DoVDgWrgCnUcsSfSubZr0KeAjg5sXYP36hQwdOkGj1+7GjeM0bdaVUyfPoVar/+ifyz/q6mhp68S4FWf55P8B/4+ezB3WnMjwMPT0dLly5TBp07oA8XvdqdVqwsMjKFiwIu/fe6NUKlEqtShZvQXVm/XGxCx+xV2FEEKIn4kID2XV9D48vnWWmzeP4+Bg99258a3xJDueRKrzpcNK7VYDmLz+Gv2n76Bhp5FUadQdUwsbKjXo8vMgQgghNO7EruVcPr6dMmWKY2dnkyI70mk6RocOLbh//RSb/xmRqjqufvLzAYj9Omnq2vXu3YmevYZx9swlytZq+8d3RPteV8cvY1pa2lhYO5AhW34adBiBvqEJERGRzJmzNHZ+fK6/QqHAwECf/v274+LiyMSJQxk6tDfXT+1gdIfSHNo8H5VKlXQnLoQQ4o+lp29Ia7cZaOvqM2XKfI3ElB1P4o+xY8VEju9YirWdM2VqtaVElSYYGH1/1VUIIYRmPb13lVmDGrF+/UJq1KiU3OkkmY0bd9CjxxBqtuxHjeZ9kjudeLl//TQLRrXh7t0zuLg4aizu1q176NJlAO0HzaNQ2Toai/snOH94E5v/GUHx4oVYs2aeRgq5+/r60a3bII4dO8O4FeewcZBOv0IIITTjxK7l7FwxkYsXD5A1a9y1BWXHk/jrfHj3El1dHcqXLcieNVMZ0a4Eu1ZNISQoMLlTE0KIv0LmXIXJkrso06b9k6p2//yu5s0bMHy4G/vXz+LCkc3JnU68BMbueLLWaNzVq7eQNU9xWXT6l5iYaLYuGcuGeUNo06YxO3as+GbRSa1WEx0dHa94arWaN2/eceDAMZYuXcf9B0/IWbCMLDoJIYTQqNI1W2FuZceiRat/O1bqKUYgxA/EREehiokBFPyzYDJjRg9g0aLVrFy5ltsXDtJt9ErpACOEEEmgWtNezB3Wgq1b99Kkyd+z+NC/fzfev/dizYJhWNg4kiN/6eRO6YcC/X2wsLBAV1dXYzGfPXvJpUvXaDdwrsZipnbhYSEsn9yN+9fPkD59GnR0tOnZcygBAYH4+QcSEPAJf/9APgUGEhUVhZWVFU7ODrg4O+Ds7ICZmennuX4B+PsH4usXwMsXrwkM/PyhmpmFNS4Zc9Gg86g4j//R6w3bloxFrVZjaGKOsYk5RqYWWDukxTl9NmydMnxVm+zSsW08cb9MWEgQunr66OkboqtviJmlLUXK18fM0jZJrpsQQojkp6Ojh1KpxNT09+96kx1P4o+wd+0M7t88g4mJEWvXbsXBwY5x4wZz/vxeiA5lfPfKnNi1PLnTFEKIP17WPCVIlyUP3boNZMKEWV89lpI60mk6hkKhIEeOLGhrabFx3pAfXqOU4OXDm2TMlA7Q3LUrX74+evoG5CtRNdHzT2r/7V4XXy8f3eLBjbPo6unj/SGA5cs3cvr8Hbw+6aBjlom0OcvimCEPOnqGFC5Xj+LV2mDq4MpN91csX76RBQvXcvDYVe4++YBvmCFBEbpERqsoXaMVk9ddZfL66/QYtwZ754zfHPvErhWM6VSO14+u4WwF6qBXvLl/hhM7FrFyai/Gda2EW4McTOlTk2n96tGrTmbWzh5AiM9jLPTD0Yrw4uW9s5zdv4b962Ywom1xVs9w4/VT91++HkIIIVKPoEBfPnq/I2/eXL8dS2o8iT/CxB5V8PV6RVhY+DeddnLkKIGnpw+6egbM3fUoGbMUQoi/w7A2RfH/4ImWlhZPn16Ova0opXWk03SML2MAQ+bsI22W3Bq5nprm6+3ByPYlmT17PG3aNNHotftTf9bG1b0uvmKio9DS1vlujJ91xvvZ3O/p2yAHEWEhGBkZsm/felxds6OtrR37tbKxsaJ//27cv/+YzZt3ExUVhampCa9e3UChUAD//3V1crKna9e2LF26nrdvPdDS1iEmOgptbR2mbb4lfx8IIcQf6Es9yBs3jpMhQ9o450iNJ/FXyVeyBlFR0Tg62n3TaWfAgB6Ym5sSGRHGk7uXkilDIYT4e1Rt3BMzKzu0dXTp2Kk/MTExQMrrSKfpGH37dvnf7VFmnD247qfXKbmcP7wJQyMjGjSoCWju2hkbGxEZEcbFo1sT/ySSWFzd6+JLS1vnhzF+1hnvV/MoXK4e2jp6REREUb58fdKlL0S79n3p3bsTLi6ODBnSmy5d2jBv3iSmTBmBpaU5rq7ZYxed4P+/3v36daNnzw7cunWcdev+IbdrNoyMDFGrVZzasyrB10QIIUTKFx4aDICxsdFvx5IdT+KPEPzJn+FtijJwQFcGDOgROx4SEsqiRauYM2cZKrWCQbP3SK0nIYRIIg9vnmPBqNZ06NCCsWMHYWCgn9wpJYkZM/5h+ozFTFxzGWNTi+RO5ytRURGMbFeCRvWrMH36aI3GjomJIWOmIuQvXZ/GXcdoNLb4ddFRkbx+epdzBzdw5eRO3r69HecfEZs37+Lw4ZOsXh3/1tmDB49n/cbd1G49kKjIcCLDw9DW0aNC/Y5f1Y4SQgiR+vh9eM/wNsVYu3YBtWpViXOO7HgSfxVjUwsc02aOvcUhJCSUBQtWkC9/RaZO/YeilZoybuV5WXQSQogklD1/KRp2HsWKlRvJX6ASa9dujXfnrtSsdesm6OvrsmamGyqVKrnTifX6qTsz+tUj5JM/7ds313j8y5dvEBgQSIFSNTQeW/w6bR1dMuYoSPZ8pQDQ0Yl7Qahp03oJWnQC6NevK3q6WmxfOpYjW+Zxeu9ydq2ajK/X29/OWwghRPKytHHExiENFy9e++1YsvAk/hg+71+zffs+xo2bSd68FRgzZgaZ85Zj1JKTNOw8KsV96iyEEL8jtRT3LVe7HaMXn8A5S2H69BmOg4MrffoM/2pBJrkLg2sqxpex/fuPsnzZLO5fP82BDbOT/WsVGR7GjhUTmdq3Fp5vntCzZweyZ8/8Td6/e+2aNOmEkYk56bMXSNwTEvHy39edQvn5FrpJk+bE+fXOlasUy5Z9fYvoz14HBw4c4/mzK3z48JCxYwago/35T4sXj27y1P0Kfj7vkv31L4QQ4tdlz1+aj36ffjuO3Gon/hhfimgCpMmUi87DF2Nl55LMWQkhROL4nWLHyWVwi4J88v8AQO7cORk1qj/ly5ckT56yyV4YXBMx/js2c+YiJkyYhbGZJcGBfkn+tQoJCvi8+LV+JoF+3ujr6xIYGJQo187VtTQeHp7oGxoze/v9JDtH8X3/fY8IDw1m4ei2PHtwHbVaHefXW6FQ8OHDQ7S0tL4aT2hx/S8UCgV6BsaEhwalqvcqIYQQnx3ZupBTuxbz6tX1OB+XW+3EX6d++2GYWtiQOVcRuo9ZKYtOQog/2u8UO04uNZr3xdLWiQr1OhISrU/Dhu2pWbMlLVo0TPbC4JqI8d+xfv26UqNGJYID/dDS1sbaPg23Lx4m+JN/Qi5bvEVFhvPU/Qp7185gWr86DGyal1XT+5A1kxMXLuxn1KgBiXbt6tSpBkCpai0S5dxEwv33PULf0Jge49di55zx8+NVysXO7du3C/b2tjRv3iB20enLeEJfM9Onj+bZsytcuXKYYcP6EhEegraOrrw2hBAiFTK3ticwMJCQkNDfiiM7noQQQgiR5NRqNfeunmT7srHoKKI4cmQzTk4OyZ2WxoWHR7B790HOnbvC+fNXefPmc+0blwzZyZSrKFlyFyVnoXLo6OglPHZoMC8e3uDpvas8v3+VV0/uEBUZgYWFBeXKFad8+ZKULVsiSa7rsGET2bztEBNWX0aplM81k8rFo1vYv34m1vZpsXXKgK1TeuycM2LnnAEb+zSxHfX+LTwshAndKvPJ35s7d04RGRnJzZvu1K5d5atFJ025dOk67Tu4ERIaSfcxq0iXNa/GjyGEECJxPHG/zOzBTbh69QiZM2f45vH47niSdhNCCCGESHIKhQLXIhVwzpiDmQPq06BhRw4d3ICFhXlyp6ZR+vp6NG1aj6ZN6wHw5s07Ll68+r+FqOOc2ruKrHmK0330SnT1DeKM4eXxnHcvHvLR6w0fvd/i6/UGX++3fPR6i0qlwsrKiuLFC9K+xQCKFy9ErlzZE23xJygomHnzlqGrp8e2rfvQ09Nl2bIZ7N17jDzFqsqiE/Du5SMuHd+G19uneL99hlqlwtoxPTYOabG2TxP7j61TOgyMvv9LenxcObkTO2tTcma15cnTe9w+v4+QkM9lB5RaWlhY2mJmZY+ZlT3mVvaYWdpy/cwe/D++p3Pn1tjZ2XDrljvt2/fh0KHNFC0ad32uoKBgfHw+kjFjutixqKgobt++h52dLc7ODkRFReHj48vHj76kS+cS+71crFhBOndqybhxM/DyeP7dhacHN86wcf4QIiPCUCiU/3stKVAolZiaW2Fh64xj2qw4ps1KzoJl0Tc0/q1rJ4QQ4ucsrB0BePfOM86Fp/iSHU9CCCGESFZeb58xa1BDsmZJx9o183FwsEvulJLM+fNXaNKkM2mz5qfrqBXo6umjVqt589SdWxcPc/fSYTzfPgfAxNSUdOnSkD6dM+nSuZApU3qKFi1ApkzpUSgUSZLvrl0HcXMbScZMGbh54/bnvExMCAoKou/kTWTNUzxJ8kipoqMiGdulPIqYMAoUyE22bJlRKpW8ePGaFy/f8OrVGz4Ffi7SqqWlTcEytalYvxPOGXIk+FgR4aEMaJybPn06MmJEP+DzTkIvLx+ePXvJs2cveffOE09Pb96/9+b9ex88vbzJmjUjM6aPJk+enLGx3r3zjHNn3Lt3nixYsJL1G3YQHhbGmTN7yJEjCxEREbRq3ZNjR08DoK2t/VXHSgMDA1q2bEiPHu24edOdDh36Ur5Oexp0GhnnazXA15vRHUpTrFh+ypQpjkqlQq1WoVarUanUeHp68+qVBw8ePuGDzwfSZclNn0mbZPFJCCESWVRUBL3rZGHBgsm0aNHwm8elxpMQQgiRhKRz06+zd8lE9zGruX//KTlylKR8hYY0b96V7NmLs2LFhq/mpoaudgk5Xvfug2jbtgmvHt1g0dj2zB7SlJ61MjKlby2uHttIuVJ52bRpCePHD8bczJi2bRqxZs18xo4dRKtWjTh37jJ58pRNsvP29w/AyMiAbFkzkiNHVgBMrRzQNzRmzaz+f/3r/9qZvf/biRZDpUplGD16ACNH9mPVqrm0ad0IM1Njxo8fwqlTuxgzZgAej68wsWc1etXJws4Vk34a/9/vMwqFkjSZXZk5cxHly9cnR46SrFq1CRMTY168eM2iRav555+VvH7tQdmyxRk0qDtTJg/DzNSYatWaUrRoNWbMWMiVKzc5ePA42bIVZ8KEWbHHCg+PoHSZuixZshaXzPmwcUxH69Y9qVGjBRkyFubY0dMUr9yEHmNX0aDTKIqUb4CxmRWVG3ajfL0ubN66n/z5K9Kxoxs6uvrYOKb7atHp3+cSERZCZGQ42bJlZtWqjVhYmDFgQA8GDuzJ4MG9yJ07By9evGTI4J6cPLkTjxcP2LxwZJzvuwl9L5b3biGE+D4dHT3MLKx5/97rt+LIjichhBBCA1Jjl7mUJiQogHtXT3Ln8lFuXTwMajXa2lp07dqWatUqUKBAbgoVqpxqutol5HgLF06jadMuhIeHExMTg42NFQ8enEdbWztJ8/hvDGdnB9zdz6JWq7l06TpduvTHw8MTFxdH6tevycYthxi24DBjupQn0Nf7r3/9e755yoQeVVHFRGNqasyTJ5fR0/tcvyuu6xwVFUW2bMXx8wtAoVAwed1VzCxtvxv/v+8zKpWKy8e3s37eYNQqFQYG+iiVWoSGhqKlrUt0VARa2tro6RkQGhIEgFKphUoVg46uHtraOoSFBqNQKFCr1ejo6ODj8wAgtisjgKWtEx0Gz2f70rFY2rpw/8aZbzrV/Te3yPAwLh3fxu5VUwkPC/7mtfHv+WOXnaZPvayYmZng7x+Ik5M9x4/vIDIyCqVSSeXKjfD09MbR0Y7atauxePFqWvSewqHN8795303oe7G8dwshxI9N7lWNCqXzMGvWuG8ekx1PQgghRBJKjV3mUhojE3OKVKhP5+GLadx5NMZmVqTNko91G/dSo0Zz7O1z4esXgI6ODsbGxpw8eS72uSmxq11CxkuWLMKLF1eZOnUkLi6ODBnSO3bRKSnz+O+Yvb0tN2/e5eLFa9So0Zy6davj4uJInz6dOXr0DM4Zc6FvaEz1pr3l9Q84pMlMw44j0Dc0ITg4lJKl6nDy5DliYmK+us6BgUHs23eEnTsPUrFiaUxNTVCr1exaOfmH8f/7PqNUKileuTENOgxH39AYfSNzytTpyIRVF2jUeRSWtk407jKWmdvuMWubO3N2PqRJt3FY2jrRsNMopm+5w+DZe8hdtDJKpRbOzv9fy2PmzEVkzVMi9ngZshdg0Oy9dBz6D/XaDfnm6/3f3HT1DShTszX12g+N87Xx7/naOrpY2jgSFBTyv+N7kT17CfLkKYura2k8Pb0BeP/em8WLV9O0xwRKVm0W5/tuQt+L5b1bCCF+LPiTH1ZWFr8VQ3Y8CSGEECJFU6lUvHl6F883Twnw9SLA14vXT+7y/vUjtm5ZStmyJZI7xVTB3z+A7NlLsGLFHGrUqMT69dvo12907A6Xli27o6ury8qVc4iIiCBHjlJkyJCW7NkzM3fuRK5cuUmRIvlRKBTcvXufMmXq0n3MSlwLV0jmM0uZ3r16zMb5Q3jx8CZmZmaUL1+SSpVKExj4iWnTFuLv7x87V0tLGx1dXTLlKkKPsauTJd+9a2dw7fgmbt06jpvbSI6duMTopad+uwB6fLlfPYHHy4cYGpliYGSKgZEJ2jp6n2s9fan5pFJjamlL2syuSZKTEEL87aIiw+lTLxvz50/6rRpP0tVOCCGEECmaUqkkXda8X3XDioqKYMn4TjRv3o1p00bSvHkD6aj2EwYGBowfP5QcObIAULBgXiZPHo5arUahUNCixf9fQy0tLXr27MDjx89wcXFEoVB81fFs27Z9mFlYk6NAmWQ5l9TAKV1W+k/fwavHt7h//TS3bpxm167BKJVKilVqTLWmPTG1sEFLWzdFvHZzF6nIiV3LKFCgEj4+H2jVd1qSLToBuBauIIuYQgiRwvj6vEOtVpMunctvxZEdT0IIIYRIlSLDw1g/bzDXTu8hd+6cTJ48nOLFCyV3WinWp09B6OjoYGCg/9ux5s1bxvjxsxmz7DRWds4ayO7v8Mn/A9FRkVjaOiV3KnHy9X7LtqXjiI6MoPvY1SliQUwIIUTyuXftFP+Mbsvdu2dwcXH85nGp8SSEEEKIP5quvgHtB81jwIwdvPMOoEaN5pQpU5c3bzyA1NHVLiljFChQiaxZi2okDx+fj0RHRxEc6AckfWew1NqJzNTCJsUuOgFY2bnQdeQyeo5f+9csOqXW15IQQiSFj15v0NHRwdHR7rfiyI4nIYQQQqR6w9oUw//De5RKJdo6OvTo3o4tW3bx/r13quhql1gd6aytrXj16i0vX14nc+YifPzol6AYenq6NG/eILaTzZdxExNjFFp6TF5/HaVSmeSdwaQTmdAUeS0JIcT3bV82nhd3TnDzxtE4H5cdT0IIIYT4a1Rt3ANLWyfqdxhBxfpd+Gfhary8P2JoaEDt2lX59+dsKbGrXWLEcHPryty5E5gwYQjh4REMHtwrwTGaNKlL7dpVvhm3t7fFxjFd7K6YpO4MJp3IhKbIa0kIIeIWEx3Fg+unyJkj82/Hkh1PQgghhPjjhAQFcPn4ds4dWo+3x0uyZstCh/bNaNKkDqamf9fvMmq1mtate2BjYx27c+l3TZ48l7nzVjB7x0MUCoVGYgohhBAi5Ti1dxXblozlzJnduLrmiHOO7HgSQgghxF/LyMScCvU6MmrxSXpP3IChVQaGDJ1A9uwl6dt3BHfu3EelUiV3mklCoVDQtGk9ypcvCUBERATx+NwRgFOnzsfWzPq3hw+fkiaTqyw6CSGEEH+gkKBADm6cQ4sWDb+76JQQsvCkQVKcUAghhEhZlEol2fOVpPPwJUxcdZFy9bqwbfshypati4ODK1WqNGXgwLGsXbuVsWOn4+pa+o8sLl6jRiV8fD6SO3cZ6tdvx+jR0+IVo3nzruzZc/ircVfX0pw6fYEM2QvGccV/Tn5fEind916j8toVQvxIXO8RqfV949TeVaiiIxkxwu2H82JiYuIVT2610yApTiiEEEKkfF8KkRsYmZKrUDnev3yI59tnsTugLCzMefz4Ijo6Oqm6uPj35pqbmzJ16igaN67z0xiOjnZcvHgIMzOTr8YBuo9eiWuRCgm+/vL7kkjpvvcaldeuEOJH4nqPSK3vG3vWTOfWmW08enj+q3G1Wh2723natPmcPHmBK1duyK12SUmKEwohhBAp35dC5HXbDqb9oHmMWHSM2dsfUKFeJ3T09PH3D6BAgcqsXr2Znj07pNri4t+bO3Jkfxo3rsObN+8IDQ37YYz+/bvHLjoBdO/eDm1tbcytbMmWr8QPr/P3yO9LIqX73mtUXrtCiB+J6z0itb5vOKTJhLeXN5cuXadNm56EhoahVqvJlasUmzbtBKBw4fzUqlUpXvFkx5MQQgghxL+8e/mIQ1vmc/PcARwcHejbpxOtWjVCX19PI/GjoqJ4+/Y9r1+/5dWrt7x9+54MGdJQrVoFrKwsNXKM+EiTJi+DBvWiZ88OcT7+/r0XkybNYcCA7qRN68LgwePZtm0foWHhDJm7D4c0WZIsVyGEEEIknTfP3JncuyZz505k69Y9rF27AGNjI5YsWUuZMsXInTsnEP/i4tpJlbgQQgghRGrglD4bHYf8g2fzvhzesoAhQ8YzdeoCypUrTqlSRSlVqgjp0qVJcGHtgIBAli/fwOLFa/H19QU+16Ayt7LD/6MXCsUIihcvTK1alahRoxJOTg6/lH9ERATbt++jRYuGAPTvP5pq1SpQsWJpHj16ypw5Sxk/fgjr1y8iXTqX78YJCQnlyZPnREVFc+zYGZYtW0e5Ou0pUr7+by86xURHEeDrjYWNI0rl1xvw1Wo1EWEh6Bsa/9YxhBBCCPFrjM2sADAxMWbfvvWxv/P06tXxl+LJwpMQQgghRBwc0mSm3cC51GjelwtHNnP97kV27jyASqXC0dGR0qWLULt2FSpWLI2Ojs5343h6erNw4SpWrdpMZFQ0xSo1Im/xaljbp8HSxgEtbR0++X/gzuVj3Ll0mOHDpzB48HjyF8jL8GG9KV++VILyXr9+OwsXrqJx4zro6Ojw+vVbAgICAYiIiOTNGw+ioqIoXbrYD+NkzpyBo0e3sWPHfsaOm0m2vMVp1HkUEWEhX83z/+iJn7cHUVERZMhWAKWWFto6ut+/Hm+esGaGG6+f3UNXTx/HtFnImqckNo5pCfT15sa5/bx//YT0WfOSq3AFXAuXxyFNlh/GFEIIIYTmXDyyBQMDA8qUKaaRDray8CSEEEII8QO2Tump134oAGEhn3h27xondq9g27Z9bN68C2traxo3roWBgT5bt+6hb98u1KlTlTt37rN792E2btyBSqUie77StOk/E1MLm2+OYWphQ6lqzVGrVLx79YTseUvi6/2GBg3a07BRbXLlzMqKFRvo27cL7ds3j33eypUbmTNnyVfjKpWK4OBg1q3bRvv2zdm+feU3cx0d7X8Y499jY8bMIDg4GJsoJbMHN+HpvSs4pMlMnbaD8fPxYMeyCcTERAOgp29IRHgoVraO6Bua4uvzjiyuRbFPk4mwkCBePryOx8tHKJVKWrRoSM6cWbh16x4nT27B19cXhUJBjpxZ6TdjDGfPXubwlvnsWzcTpVJJyWotqNNmIIbGZonzhRbiJ84eWM+RbQup0qg7pWu0TO50hBCpQGp834gID+XsgTW0atUQS0sLjcSUGk9CCCGEEAn0pUuNqYUthcrU4trp3XwK+Hz7nJaWVmx7YXMrOyLCwwgL+RSvjjb/7n4zYdUFLh/fzs4VEwgJDkStUv+0q93Hj76UL19fo53xLl8+zNOnLxg3fhYnT5wFQFtbm+joz4tNnTu3Yu/ew3h5fcDY2JAxYwbx9u17Fi9eQ0REBEqlEmcXZ0xNTciaJT1nzlzk40e/r46nUqnIk6csHh6eX427upbGw8MTMzMToqNVaOsZ0qzHJPIUq/xbXz8hfkVq7U4lhEg+qfF949TeVexYNp6bN4+TJo3zD+fGt8aTdLUTQgghhEigL11qajTvQ8POo5i09gqlqrdEV9+QLLmL02HwAsYuO83ENZep23ZwvDva/Lv7jUKhoFilRoxacpK0mXIDkCtX9q/m/7sj3YULV3F1LUPjxnU02hnP0NCAPHlysmP7Cvr27YKxsRH6+nocOLCRffvWM3XqKAYO7ImLiyNjxw6mQ4cWjBkzkEmThuHi4sj06aO5c/sE587uZvny2Qwd2ueb4ymVStzcun4z/mVs1KgBXL16mGKFc7N4fCd2rZoSu8tKiKSSWrtTCSGST2p73wjw9ebAhjk0alz7p4tOCSE7noQQQgghUji1Ws3BTfPYv34Wbm5dGTmy3zc1F0JCQtm4cScdOjT/pmC3JgQEBGJubkZISCgvXrzG1TX7z5+kYWq1mgULVjB27Ays7JwpXaM1xSo1ktvvhBBCiN+kVqv5Z1QbPng85NLF/fG6zU52PAkhhBBC/CEUCgU1mvehQcfhzJ69mCFDxqNSqb6ao6urQ5s2jRNl0Wn16s0ULlyFwMAgjIwMk2XRCT5fh169OnL8+HZKF8/N7tVTGNGuBM8fXE+WfIQQQog/xdmD67l/4wwL5k/SWG2nL2ThSQghhBAilahYvzPNe05i2bL19Oo1LLaWlEqlol69towfPytRjlulSjlGjOiHsbFhosRPqLx5c7Fs2SzOntlN7lxZWTi6La+fuid3WkIIIUSq5PPuJbtWTKRdu2ZUqlRG4/Fl4UkIIYQQIhUpVb0FbfrPYvOW3VSs2BBX19KsXr2Z8eOHkDlzBlau3Eju3GVYuXLjV89LyPjKlRvJlasU+fKV5/r12zg42NG6dWPWrNmSoBiayON7c7NnL065cvWZOXM0oSFBLBzTluFti3P2wPoEXE0h4u/sgfXyGhNCfPe9IK7x1PC+4ev9ltUz+uJgb8v48UMS5RhS40kIIYQQIhW6ffEwSyZ8LsTt7OyAu/vnjnMJ6V73vfEvY8bGhly6dBhnZ4dfjpHQPJydHWjRoiFVq5andeseX81988aDO3fuM3z4JN6+fY+pqTHHjm2nSJGqGBiZxrt7oBC/IjV2pxJCaN733gviGk/J7xtP713l5K7l3L1yDFNTU7ZtW0bBgnkTFENqPAkhhBBC/MHyFq9K2VptAQWgYMyYaajV6gR1r/ve+JexsWMHxy46/WqMhObRpUtrDh06wePHz+nbtwsWFmY0bFgbgHPnLtOhgxudOrXCxcWR0aMH8vDhEwCqNOqWqjoHidQntXWnEkIkju+9F8Q1nlLfN4I/+TN7SBNuXzrCuHGDuX//bIIXnRJCdjwJIYQQQqRiT92vMH9kK7S1FFy/fgxHR3uNxF24cBXp06ehWrUKGomXECqVCoVC8bmoeo3mZMmSkdmzxxMREUF0dAxGRv9fa+rMmYvUrduG4QsO4ZwhR5LnKoQQQqRGl45vZ+viUdjbWrNs2YxfWniSHU9CCCGEEH+BzK5F6D9tOwbGFpQuXZfTpy/8dsz167cxb94yhg2bRDw+o9SYfv1G0aXLAJRKJQqFAoADBzYye/Z4APT09L5adAIoWrQABgYGPLhxNsnyFEIIIVK7YhUbMnTeQRR6FlSt2pRVqzYl2rFk4UkIIYQQIpVLmyU3Q+YdwDZtDurVb0fatPlZvvzrQqbxKeodERHB48fP8PT0JjQ0jBw5sqBQKFCr1QQHh2isMPj3xg8cOEZAQGCCY1hYWnD70pEUX8BVCCGESElsHdPRf/p2ilRowPDhk/H2/pAox5Fb7YQQQggh/hCqmBj6N8lDeGgQOjo6LF48nVq1KqOjoxOvYt/ly5fi9OkLxMTE4OHhGTt3xox/2Lx5NxEREV+NxxUjocXF37/3YuPGHaxZs+Wb2PGJ0aBBLRYsWImhqQWf/HxSZAFXIYQQIiULCQpkdIdSNGtai+nTR8f7eXKrnRBCCCHEX0appUW9dkMwMbfG0taZDh36kidvBUaMmEyOHFkxMzMhf/7crFmzhefPXwGfi3o7OtrTt28XBg/uxYYNi3Fz6/pVAfAGDWrSp09n3Ny64uzsQOfOrQDw9v7A5MlzadOmaYKKizs52ePgYI+HhycPHjxh+fINtG7dJMEFyhs3rsO8ecuo0cKNGs36pMgCrkIIIURKZ2RiRqVG3Vi9ejOvXr2J9/N8fD7Ga57seBJCCCGE+EN5vHjAqb2reOZ+majIiM//REUQGRGOWq3G1TUnBQvm5tSpC5w/v++b+kn/9eGDL5069SNTpvTMmDGGU6fOM2jQOHbvXoOTk0Ocz3n69AWZM2cAYMmSNbi65sDCwpzWrXuwceNiMmfOQGhoGIaGBgk+v8mT57Jw0XqmbLyBlpZ2gp8vhBBCiM8iw8MY3akMlSoUZemSGfF6TsWKjbhx4/ZPdzzJwpMQQgghxF8mMjwM92snuXluP+5XjhOjimHmjDG0adMktqh3XKKjo9m+fR958+YiW7bMAKjV6h8+p3DhKixZMoN8+Vxp2rQz6dK5MGXKSGJiYtDS0vqt86hcuQkxevZ0Grbot+IIIYQQAs4eWM/mhSNYtmwWFSuWxszMlLdv3/PgwWOqVCkHwOjR0yhUKC81a1bm4sVr1KjRXG61E0IIIYQQX9PVN6BAqRp0GraIaZtuUaJyU9zcRtKoUUfGj5/FihUbOHz4JG/fvv/qedra2jRtWi920Qk+LzzVqtWSU6fOx3ms2rWr4OnpDcDmzUuZMmUkwG8vOoWGhnHz5h2y5inxW3GEEEII8VmJKk0wNDalY0c3Lly4CsDx42do1qxLbJfbp09f4O8fiFqtJk0ap3jFlYUnIYQQQoi/mL6hMc17TaLdwLm89gpl7Ya9DBw4jmbNupAnT1k6dnTjwYMnQNxd5t688eDBgye0bt2TqVPnx45/mevoaE/16hW/Gf/dzngFC1YkJiYGG8d0v3TeZw+sly54IkES8pqR15cQIjUK/uRPSFAgw4e7UaJEEQAaN67Do0f/37Rjw4ZFtGrViG7dBtGt28B4xZVb7YQQQgghxFeGtSmG/4f3GBqbYWBkjK/3O0qVKsbdu/cIDAzCwcGWU6d2o6eny+zZS5g3b1nsc1eunEu9etVjO8/p6eni5XU/9vH4druLz1yAofP2kyaTa4LPcXjb4vj5vJMueCLeEvKakdeXECI1unRsG+vmDOTx44vY2Fh/9VhQUDBDhoynRo1KVK9ekfPnrxAcHEKzZl3kVjshhBBCCJEwVRv3wNLWiTptBjF22Rlau83AP1yPkNBwADw9fciWrTjp0xdk3rxlZMtbElNLW7R1dBk5ciqhoWH07t0JBwdbChTI81Xsn3Wqi29XOxsbSwAMjc1+6RyrNOouXfBEgiTkNSOvLyFEavTU/QpqtZp79x4BsHTpOrJn/3xLu6GhAd7eH7Cy+vzzt2TJIhQvXihecWXHkxBCCCGEiJfoqEjePr9PWGgQMVFRREVFoFapyJy7KLMHNcLL4wXwuRbUsWPbyJs3V6Ll8vDhU4oXr07fyZvImqd4oh1HCCGE+FvsXTuDcwdWc+3qYeztbblz5z7Xrt2mY8cWcc7/9CmItGnz/3THk/SdFUIIIYQQ8aKto0v6bPm+GX/56FbsopO1tRXNm9fDzs4mUXPJkiUDBgYGvH1+XxaehBBCCA1InzUfhzbPJzIyEoA8eXKSJ0/O344rt9oJIYQQQojfkj5bPpr2mIBCoaBUqaIMG9aXQ4dOxLuI+PfGfzQ3X77y6OvrE/zJP/FO7C+R0ELYf2vh7L/1vIUQf4+0WT/fHn/9+p0fznv+/BX79h2Jd1xZeBJCCCGEEL+tTI1WdBy6kH37j9G4cWdmzVrE27fvmTNnyVfz5sxZEu/xn80NDg4mPDQo8U7qL3Fk20L8fN5xZNvCRJn/p/hbz1sI8fcwNbfGxt6Fmzfv4u39gUuXrsc+NnDg2Ngut8eOnaZr1/h1tANZeBJCCCGEEBqSv2R1ek1Yx/Ub7kRGRWNnZxOvIuLfG//RXAcHWwyNDIkMD0u8E/pL5C9ZA4VSSWR4KAvHtOf84U0/nP+3Fs7+W89bCPF3SZMlL9eu3WHevGV07OiGWq1GrVbz5MlzTp++AECHDi148OBCvGNKcXEhhBBCCKFRXm+fsWJKDz68f8m0aaNo1aoRCoVCo8coXaYe7zx96TR8Cemy5Pn5E0Scnt+/xoLRbcjtmo2iRfJz9+4DTp++QI0WbtRs0feHz1XFxKDU0kqaRIUQQiSJ0/vWsGPZOC5dOoiFhVlsF7u4xLe4uOx4EkIIIYQQGmXvkomBs/ZQqHwD+vQZzqRJczUaPzDwE+5371Gz1QBZdPoNz+5fY8Go1uTPm5OdO1Yyduwgdu1azciR/TmwYTan962O83lqtZr962czsFk+fN6/StKchRBCJC7XwhVQqVSMGjVNYzFl4UkIIYQQQmicrp4+LXpNpmbLfsyatYhbt9w1FvvmzbsAcXbYEz+nVqu5deEQ/4xqTYH8rmzdugwjI8PYx2vVqoyWlhaR4eHfPDcmJpqNC4ZxYOMcUEVxcKNmFxWFEEIkLys7ZzoOXci5C9cpVqwGjx49/e2YsvAkhBBCCCESTdXG3XFOn50ePYYSFBT8Vae6ay+0OPVAm5uvtFi5cnO8u9qtXbsVgEe34l9fQny2d+0MetfNytKJXSlbphhbtixly5bdsdfZx+cj/fqNwsLGER1dvW+6uG1fOo4LRzZjaWlOlSpluXZ6N15vnyU4j7g6xH2va1xCuslJ5zkhhPh9+UpUY8TCowQEBnH06OnfjicLT0IIIYQQItFoaevQym0Gr16/o3r1FsyYsTC2U51vkALvQCVPPLXw1c5NYHBUvLraXbhwFYBDm+cl6bmkZhHhoexYPoFDm+cTHRWBtbUlGzcuQktLiylT5sZe50aNOnD+/BVqtHDj+K5l33Rxi46KRKlU4OcXwLVrt7B3sOfAL+x6iqtD3Pe6xiWkm5x0nhNCCM0ws7TDOUN2Vq3agr9/wG/FkoUnIYQQQgiRqJwz5KD/9B14+gQQEhIW2+3OxvT/e9y4ZM7LiAWH6Dd0ROzY97ra1axZGYC8xasmzQmkcg9vnmNijyqcO7CWGjUq4uzswNChfVAoFKxevYkPH/ywsbGmfPlSpE3rAoBLxlxxdnHLVag8MdEx2Nvb4ubWlUEDu3Pj7D6e3b9GUKAvYSGfiIwIRxUT88Oc4or9va5xCekmJ53nhBBCc9oPmo+v/yeaNO3CqlWbuHDhyi8tQklXOyGEEEIIkSQCfL1ZPLY9Hz1fsnbtfAoWK8Wlp9r4h/z/Z6FKhZoa+aIw0os7xuvXbylVui7psxemy8hlKJXyOWpUVATa2rrfdA4M/uTPjuUTuHx8OyVKFGHu3AlkzJjuqzk3b96lUaNO+Pn5AWBuaUvGnIVoO2AO2jq63xzL2+MFYzqXY9KkYXTr1o6oqCgKFa7G61evv5mbv2R1WvebiZ6+4TePCSGESB2eul9h88LheHm8QBUTg56eHrNmjaV58wbx7mqnnYT5CiGEEEKIv5i5lR19p25l5dSeNGnSmYULp1KyVDGuPQ4nTC8DarUClVrBw3daFMwQ946ZixevEfTpEy16T5FFJz7vZpo3oiX6BoZYWDtgZmWHmaU9xmaWXD+9G1VMJPPmTaJly4bfLEzdvn0Pc3MzwsLCyJA9P52GLcbcyu6bY/h6e3DrwiFuXzzE8wc30NHRwdjYGAAdHR2OH9vCrVv3iIqKIjIyisjISD5+9GPixDnMHtyYbqNXYGb5bVwhhBApX2bXIoxcdJzoqEg+eL7m+M5l9OgxhOvX7zBsWJ94xZAdT0IIIYQQIknFREexft4QLh/fTu3aVTl27DR3H97i5Uc9gkMj0dLRo1imKHZs3022bJnJmzdX7HOvXbtF5cqNGTx7D+my5k2+k0gGwZ/8uXJiB+FhIURFRhAdGc6j2xcw1ImiTZvGvH/vxfv33rz39Ob9e28KFszD5EnDsLe3/SaWt/cHsmcvwebNS/Hy8qFPn+F0GraI/CWrA+Dz/tXnxaYLB3n15C66enpUKF+K2rWrUK1aeczMvv/J9hfu7g9o1Lgz0Sotuo1ehVP6bBq/JkIIIZLe+cOb2LJoFDlyZOHunXs/3fEkHxMJIYQQQogkpaWtg2vh8igUCmJUKi5fPsTeHVtpV6c4TSu68v72NnS0FaxevZnq1Zt91dUuV67smFuYM31AfY7tWJqMZ5G0PF4+ZGzncmxfNp4ze5bx4PJe3tw/g4WJFsWLF2TJkjVkzJiOVavmcuTwZtz6duLG9VscPHj8qzjLl68nd+4yHDhwjEWLplOhQimioqIwMNBn7ax+3Dh3gEm9qjG6YxkOrJ+J99sntGzZkGdPL7Nx4yKaNq3Ljh3749WB0NU1B507teCT/wemutXmwY0zGr0midUZ72fCw0KIiYnWeFwhhEgtSlZtRv/p23n77mO85suOJyGEEEIIkaQiwkPpWz87ANu3r6RChVLkzl2Gt2/fY2lpzsWLB7Gzs8HVtTQeHp64uDgya9Z4oqKiqFatAs7OeQgJCUXPwJg5O+4n89kkvpvnD7B2Vn9UMdFERUXh4uLI3bv/v4jz5dr9ezyusZCQUDJmLERERGSccwHSZs6Nv/dL5s+fxLBhE3n3zuuXj/fvcX19PaKiYhi/6jwW1g4auS7D2xbHz+cdlrZOTFx98btjPxqPj0A/H+5fP82Lhzd49egm714/QVtHlzxFKvLyyZ1fjiuEEKmdr7cHI9qVkBpPQgghhBAiZdHTN6Tb6BXsWT2Vhg3bc+PGcfr27cKcOUvo27cLdnY2ALi5dWXOnCX07t2JefOWkTVrJqpVq0CPHu2ZN28ZKlU0YaFBf+wHoyqVin3rZnJ4ywLq1q1O4cL5WLRo1Tdd/v597X40pqenS6lSRblz5/43c6dPX4CX1wdMzK0I8vWgdu2qfPzo902MhBzv3+OtWjVm0qQ5eL159tOFp5iYaIICfPnk70Ognw9hIUHkLlIRfUPjr+ZVadSdI9sWftMZ78i2hZSu3pIrJ3YSHhZMRFgoDmkyExIUgLmVPcun9CQyLISI8BBioqNQqWJQqVSoVTGx/62KiUalUuGYLhshgR95ev8GOXJko3L5AhQo0I79+49x5doNqjbt/U0OQgjxtzA0MYvXPNnxJIQQQgghksXa2QN48+Ait28fR1v7x5+HqtVqIiIi0df/3O7u3TtP8uWrQI2W/anSqFtSpJvkrp3Zy8qpvRg5sj9ubl2+KQ6eEIGBQZiZff/3eHf3h5QuXZtilRpx9eROPnx4+FvH+6/IyEjs7XPhmDYr5tZ2KBRaKJRKlAolCqWSqMgwgvw/EOj/gU/+H/nvnygOaTLRadhiHNJkjtfxNs4fxrlDG9DW1sbIyAhjY2OMjAwxMjbExNgIY2NDjIwM0dPTRUtLC4CrV2/x8OGT2BiOaTJTplZbti4ezYAB3RgypHfsYyNHTmHHntOMWnJSA1dHCCFSp7DQIPo1zCU7noQQQgghRMoTER7KjbP7GDyox08XnQAUCkXsohOAk5MDzZrVZ8/u5ZSq1hxD4/h96pqaPLt3hUyZM9KvX9ffivPmzTtKlarF7t1ryJfPNc45X261M7O0JSYmhqCgYExNNfeBs66uLoMH9+LhwyeoVCpiYlT/+3cUKpUafQs97HLnxc7OGjs7W2xtrbG3t8XOzobAwCDatuvDtH51aNlnOgVK1fjhsVQxMXz0fkvp0sXZs2fNT3O7f/8xjRp3wvO9J9Z2zuQvXYtCZWrjlD47CoWCw5vnfbMIFxQU/M0OLCGEEHGT4uJCCCHEH06K34qUKDQ4kMiIcHLnzgHEXZw6rrF/j7u4OIA6ioVj2nFi14o/5nX+5Xv23tWTFCqYJ3b8Z9fje9dOV1eH/v27kS6dS5xz585dSqtW3bFxTEfGHAUBCAj49MvH+97cwYN7sXr1fNau/YcKFUpx//4jqlYtz/btK1i/fiE5c2Zl/frtxMTEUK1aBfLlc8XR0Z5Ll64REhxEtizpWT65OzuWT8D/oydn9q/75mu+ZdFoetfNwsObZ6lYsXS88mvYsD0+Ph9wLVKRcSvPY2XrzKJxHTl3cAPnD28iwM8HKyvLr2J8+hSMvoEsPAkhRHzIrXZCCCHEH+53iuoKkVh8vd8yol1JNm9eSpUq5WKLUDs52TNp0nCqV69I/vwVfliw2sXFkVWr5lGnblsiIiKJjor8I17nX75nAWbNGke7ds2AnxfwTkix7y/jMTExODnlJiIiEnMre/pM3sjYzuXp378bW7fu0fjxfieGs7MD3bu3Y+TIqcTExKBQKFCr1ejqG1K9WW+eul/i/vXPz7O1tebx40vxzsPc3IyAgEC6jV7BlkWj8PN5h6GxGaHBgXTs2JLx44eQL195vLx8sLAww9LKEhPbLHQZ8fd0VhRCiP+K7612suNJCCGE+MNVadQdS1snKX4rUhRzK3vsnNIzbfpCvL0/0LdvF1xcHKlRozJt2vSicpWmNG/eABcXxzgLVn8ZL1AgD9u2LkOBGm1dPSrU7ZhMZ6Q5VRp1x8TcGoCCBfPGjv/7vP8trvF/j50+fYGHD5/GOXfmzIVERERhYm5Ftaa9sHfOSL12Q5k5cxFFixb4peP9bO6vxnBz60q3bu24c+cUmzYtoXr1ihgaGmBnY8mxbQsI839DmzZNcHZ2YPDgXgnKY8QIN6pWrcD6OQPIlLMwxmZWGJmYA7B371EcHV3x8vIBPtfLCg5VkbNgOYQQQvyc7HgSQgghhBDJ4vmD68wd1pzoqEjyF8jL+HGDyJQpPVmyFEWp1MLewY577qfjVeT63LnLNG3aBfu02eg2eiXGphaJfwKJ6Oj2xRzZPJfXr2/EqwbWjxQpUoXy5UsxefKIr8afPXtJ4cJVqN6sDzVbusWOq9VqNi8cyYXDGzl7di85cmT5reMnhS9/0vxOQXRfXz9q127DgwePvnnM1NyKMrXaUaR8XcytHdDSklK5QgghO56EEEIIIUSKljFHQSauuUSrvtPx/aSiWfOuHDhwDIVCQZ5ilXn/7j0vX76JV6xSpYqyf/96ArxfMXtQI/w+vNd4vpER4d90W0ss714+ImfObL+96ARw5szeb3YAARgZGaKlrY2Onv5X4wqFgnwlqhETE0NkZORvHz8pKBSK3+7CZ2VlyYUL+/DxecC9e2c5eXInmzYtYe7ciRQulIt962awe9VUQoICNJO0EEL8JWThSQghhBBCJBsTMyuKVWpEz/HrMDC2ws1tJDkKlKZ5z0lo6+jSsFFHZs1azPv3Xj+NlS+fK9OnjyIs6ANrZvTG2+OFRnJUq9Uc3bYYtwbZ6V03C6Pal2SaWx22LhmrkfhxiQgPxdz89+80iI6ORl9fD3Pzb7v+OTjY0bxZfU7tXk5kRPhXj925fBQHRwfy5Mn52zmkNjo6Ojg5OZAvnytVq5andevGbN2yjKVLZ/Lc/Tzju1bgysmdSbYIKYQQqZ0sPAkhhBBCiGRnZGJG11ErKFurDR0GL8DYzJKytdry7p03kyfPI0/e8vTvPxoPD88fdlXbvn0f1tZWmBmomDO0Kfs3zPmtbncxMdHMGtyYXasmU7JkYSZOGEzzJtV4+fg2p/aspEfNDAxtVZiZAxuwYf5Qdq6YzLA2xX7peFFRETy4cYZ5w1ty9/IxvL0/fPV4QrvM5cpViixZirFv35Hvzu3btxOfAnwZ2qpwbM5qtZp7V46RIb0LefKU1VhXu9QcQ6FQEBQUjIGBLpkzurB6hhsLx7Tl+I5lf0w3RSGESCxS40kIIYQQQqRIX7q7mVs7ULZma07sWkpYaDCGBvp8+hQUZ0c0Z2cH3N3P4uPzkZq1WvH82QtUKlWCu915vnnKzfMHuXl2H+/ffC7M/e/jvX37ntKlaxEQ8AljYyNq1KjEuXNXef/+8y1+RibmzNhyJ97H++T/gX9GteHN8/solUpUKlWCO7PFdT1MTY05d24fadI4f3euk1NuQkPDsLBxZNKaS7x9fo9JvWpgY2PFhw++KaarXUqKMW3aaNq27Y1SR4+w4E9/RDdFIYRIKKnxJIQQQgghUrUvHRmrNelJlcbdGbfiPBXrd+HTpyAMDQ3o2bND7Ny+fbugo6ND/vy5AbC1tWb/vnWYmpmiq2cQr66OkRHhHN22mAndKzGua0VO7V5K8SLZ6dmzwzcd0VxcHBk5sj8uLo6MHTuIxYunc/fuSTp1aomBgT4hQQHsWDExXrdj+Xp7MGtQI8KCfDh6dCvTpo3CxcUxwZ3Z4uoQV6VKeVav3vLDud27t/t8zRzTsX/9bDYvHImJqSkDB/ZIUV3tUlKMqlXLkydPLmwc0knXUCGE+AnZ8SSEEEIIIVKVa2f2sm5WfwYN6s6AAT1ix3v2HMK4cYOxtPz/jnZVqjTl2Stv8havgiommruXj9FmwGyyuBaNnaNWq7lz6Sg7lo8nwNeLunWqUq9edcqXL4W+vl7svKtXb3Hr1l2eP3/Nu3ee1KhRkaZN66FUfvtZ7uLFqxk6dCLFKjWKrVcVF6+3z5g/oiXGBtrs2bOadOnSaOISxVq4cBXPn79i5syxREdHExMTg56e3jfzWrfuyb59R7C2sSFzpnQ0alSLdu2aaTSXP82QIePZc+Aco5eeTu5UhBAiWcR3x5MsPAkhhBBCiFRn/ohWpLXXZeOGRbFjHz74sm3b3tgdPABr1mxh165DeLzz5ONHXwIDAtHW0aVuuyEA+Lx7wdvn93n56BblK5Rm6pQRZMqU/pvjHT9+lkaNOqCjq4etYzoMjEx5dv8auXLlYOLEIZQuXeyb52zZsoeePYfgkjEX7QbNx8bh60Wl10/d+WdUa5wcrdm5YyUODnaaujzfCA0NI2fOUkyYMIQWLRp+83hUVBRhYeGYmsrv+vG1adNOuncfzKxt7hgYff8PLiGE+FPFd+Hp9/uzCiGEEEIIkYSCAn3xeHGfvNnKfjV+6NAJJk+eS9OmdWN3PbVp04Q2bZrEzomMjKRHjyFsXzoOfX190mdIR67MaZkwchHVqlVAoVB8c7zIyEiGDJ1I1tzF6D1xA0otLQCeP7jOzhUTqVOnNY0b12Xx4mlfPb9JkzpkypSO9u3dmNy7GuVqt8fWKT2GRmaEhwWzacEwcuTIzLatS7GwMNf8hfoXQ0MDxowZSOHC+eN8XEdHBx0dnUTN4U+TJ08uAN4+v0+W3N8uPAohhPhMajwJIYQQQohUZd/amXwK8CUoKCh2bOXKjUyfvoCxYwd9davdfzuU6erqsnTpTMaNG4y1tQUdOzRj7doFVK9ekVWrNn3TzSw4OITatT8XKU+fvWDsohPAu5eP8P/oRcEytdm6dTeHDp385ngFCuRh165VqKIjObR5/uduaGPbs3JabwoXykOD+tUoU6ZOknRma9OmCefOXcbVtXSq6SaXkmNkyZIBHR0d5g5rzsAmeRjULC+DmuXj8JZ/OLV3tXS7E0KI/5Fb7YQQQgghRKoyrE0x/D987h7XunUTOnZsTosW3TTazezOndMcPHicgYPG4/neC1B/07nsS9c9CxtHHFwyEhbwltCQYLy9P34V98GDJ9Su3RJfX3+cnBw4cWIHwcEhpEvnQr585ZO0M1vWrMXw8fmInZ0Njx5dTPTj/ekxMmQoiL9/IKamxvTp04X3771YvXozahSoYqKl250Q4o8mXe2EEEIIIcQfqWrjHljYOJKnWBX2HTxN6dJ1UCiUKBQKoqKiqVKlKZUrN6F69ebkz58bJyf7eHczc3Z2wNramjRpC9CyZXesnLJRq1W/ODuXfem6V7VxDxp0GsWHjwF4e39EV1fnq7g5cmRh2LC+uLg40q9fV+zsbMiYMR1aWlpJ3pmtT5/OmJub0r59s5/OTYnd5FJajBEj+uHi4sjo0QPp168rM2aMYe/etSj/d8elvoExnm+eIoQQfzPZ8SSEEEIIIVKtmJho3K8c5+yBdTy8dR6AvMWroG9oQljwJ9yvnUBfT4+s2TKTPVtGSpUqRtOmdb8b79ChEzRv3pWqTXqQNU8JsuYpHmfdp7icO7SRjfOHMmBAD4YP7/vVY+7uD1m2bB2zZ49H61+364k/j1qtZvLkuVhbW7Fw4WreeryjZNVm1Gjhhqm5dXKnJ4QQGiPFxYUQQgghxB9PS0ubvMWrkrd4VTbOH8a5QxtoO2AOevqGAPj5vOP62X14vnnK+auP2LhxJ2nSOFG8eKE44129egullhYFStXEOUOOeOcRHOjH5oUjaNKkLsOG9fnm8aioKG7edMfT0wdnZ4dfO1kNefPmHYcOHadTp1YolXIDhCYEB4fQo8dgOnduRYkSRRg2rC8Abdo0Ztmy9UybvpDrp/fQuNs4ipSvn7zJCiFEEpOfNEIIIYQQ4o/QrOdEZmy5G7voBGBp60Tlhl1p028mg+fswyVDdqZMmR9bKHry5Lm8fPka+Fw8etu2PTjY27FwTFv8/ldHKj6MTC2wsXfh6bMX5MlT9pvC1LduuRMYGMjRo6e+Gk+OAtllytRm0qS5sTu5UltR75QU48vY5s27UKvVhISEfTW+YcMOevbswK2bx6hZozyrZ/RjQNO8UnRcCPFXkVvthBBCCCHEX+P2xcMsmdAFY2MjgoNDADA3N+Ply+uxxaMdHe1Qammj1jKi37TtGBqbxSv20W2L2bVqMsA3hanTpy9IQEBgiimQ7eRkz71755LseH9qDFfX0nh4eMZrrkqlwsUlL6GhYRibWTJ90y2EECI1k+LiQgghhBBC/EfuopUpWbUZKv6/zlJAQCC+vn6xxaP79+/O9m3L+eTnxbJJXYnH57QAFK3YAKVSibm5KX37dmHt2q0sW7YetVpNTEwMFhZmKaZAdr9+3ZL0eH9qjGrVKgLQsmWjn85VKpWMGTMQAwN9woI/8ej2eYQQ4m8gO56EEEIIIcRfKfiTPxFhIYxoV4KlS2fSqFFtAHx9/ejdewQHDx7DxiENIxcdQ0dXP14xV0ztxaObp1i3dj4nTpwjNDSMGTPG8ODBE3LkyBLvQuWJJSoqitKla9O5c2vatWv28yeIH/Lz8+fs2cvUqVM13l/biIgImrfozoUL1+g1YT0ZcxRM5CyFECJxxHfHkyw8CSGEEEKIv9rk3jXIlMaCxo3r8P69F9u27+Pd+4/UaTuYQuXqoqOjF+9YYaFBrJjcg8d3LjB37gSaN2+QiJn/msGDx9GrV6dkL3L+J/H2/oCdnU2854eGhlG/QXuePn/HxDWXEzEzIYRIPHKrnRBCCCGEEPGQu2hlTp48R9euA5g1eznhMfr0nriR4pWbJGjRCcDA0IRuo1dQpEIDlq/excGDxxMp6183deoonJ0duHXLnVq1WvLpU9A3c1Qq1Vfjd+7cJywsPCnTTDWuXLlJ3rzluHYt/jWbDA0NaNa0Ln4fPFGpVImYnRBCJD9ZeBJCCCGEEH+1qo27M27FWebsfMj0LXcYNHsvTumz/XI8LW0dWvSeilrHnK7dBvPq1ZsU2ZnN0tIcAwN9VqzYQPbsxcmbt3xsh7/Ro6dRsGCl2Lnt2/dh0qQ5AMybt4zMmYuk+o50moixcuVGOnbsS/XqFcmXzzVBMUxMjAE4tWclw9sWl053Qog/ltxqJ4QQQgghRCIIDQ5kap+aONia4uvrG+/uZ0ndme3LmKGhAZcuHSRNGmfc3R9Qv347Pn70w8XFkc2bl2FgoEf69GnJnLkIHz/6YW9vy8OHF5Il55QSI1euUrx75/XVtYhvjJkzx9G4cUcMjEwJC/mEmaUtU9ZfQwghUgu51U4IIYQQQohkZGhsRsdhi3jw8Clp07qk2M5sX8bGjx9CmjTOALi65mDo0D6xc3PkyEL69GkBGDq0Dw4Otgwc2CPZck7OGAUL5mXYsImxY7q6OtSqVSXBx8uSJQMOjg5EhAUDEPzJjzuXjyGEEH8a2fEkhBBCCCFEIjqydSF7107Hw+MOBgbx646XGqhUKubPX079+jVxcXFM7nSSzIoVG3j58g0TJgzVSDy1Ws2nT8H07DmEg4dO0KLXFIpXbqyR2EIIkZhkx5MQQgghhBApQNa8JVCpVDx8+CS5U9GooKBgVq3axOnTF34++Q/SoUMLjS06ASgUCszMTFi9eh6tWzVi3ZyBHNm6kHjsDxBCiFRBFp6EEEIIIYRIRI5ps6JUKnF3f5jcqWiUmZkpFy4coFWrRl+Nq9VqwsMj4nyOWq3m2bOXeHp6J0WKGvfmzTv69x/Nu3eeGo+tpaXFrFnjGDiwJ7tXT2Xb0nGoYmI0fhwhhEhqsvAkhBBCCCFEItLV08fE3JoRIyal2M5sv3o8IyNDALp1G0T69AVYuXIj589fwcEhF3fv3mflyo2kT1+Q8uXrxz6/UqVG9Os3kty5yzBy5BRmzFhIWFh4quhqV7VqE/btO0JERGSiHE+hUDBsWB9mzBjD6b2r6NswByf3rEIIIVIzqfEkhBBCCCFEIutTLxuREWEpsjObJo6XNm1+Pn0KwsXFkatXj7Jr1wGqV69EqVI1efv2PSYmxrx5cwuA27fv0bJlN96988LCwoxatapQv34NevUamqK72rm6lsbDwxMnJ3vu3TuX6Mf70j1QW0eXLiOW4pg2CxY2jigUCv4r4KMXLx7d4JP/R4ICPvIp4CNBAb6EhQTimDYrmV2Lktm1CCZmVt88VwghfpXUeBJCCCGEECKFyJ6/NAqFgt69O301nhK6u2nieKNHD8DJyYG+fbugr69Hs2b1MTMziZ07ZszA2Ll58+aiX79uuLg4MmJEP+bMmUCZMsVTdFe7yMhIDA0NMTY2ol+/bol+PPjcPdDa2hK1KoZ/RrdleNvi9GuUk2n96rB29gCO71zK/eun8XzzhMl9arBsUnd2Lh/PzdNbCXx3FxujcHJksOSl+2mWTerGoGb5mdijMlsWjeLm+YMEBfoihBBJQXY8CSGEEEIIkYiioyKZN6w5gR9f8+D+WbS0tJI7pRRj9+5D5M6dgwwZ0iZ3Kj+1c+cBoqKiadKkTpId08PDkxEjJtGhQwtCQ8N49Ogpjx494+GjZzx5/IywsDAADA0NOXduL+nTp4lzR5SHhycXLlzl/PkrnDt/ldevXgPgnD4beUtUJ1+JajikyRznc4UQ4nviu+NJFp6EEEIIIYRIRNuXjefM/jXs37eeIkXyJ3c6KUZ0dDQ5c5aiW7e23+z2SemeP39FxozpkjUHlUrF27fvePjwKTY2VhQokCfez3358jXlyzfA1taad++9CQkOxsElI7mLVSVfiWqkyZRLFqGEED8lt9oJIYQQQohkc/bAeoa3Lc7ZA+uTO5Vk9/7VIzJmSEunTm4pokB2ch/vy3j+/BXo168rHTq0SNY8Ehpj6NAJFC5chZs37yb68XLkKMnSpWvjjLF69WbSpnWhatXy3LlzP0F5nDp1AUNDfVq3bsyzp5fZtGkJzvamHN2+kCl9ajKyfQm2LR2Hr7eHfC8LIX6b7HgSQgghhBAaN7xtcfx83mFp68TE1ReTO51ktX/DHA5unINarU72Atkp4XgA2bMXx8vrQ7Ln8SsxnJ0dGDduCHXrViN37jJ4eHji7OyAu/vZRDmeoaEB797d1dh5P3v2krp12/DunWecMWxsrKhduyq7dx8mMloFCiVBAb7yvSyE+IbseBJCCCGEEMmmSqPuWNo6UaVR9+ROJdllcS2CWq3Gzs4mWQtkp5TjAZiYmKCvr5fsefxKDDe3rtSrVx2FQkH69J9rU7Vv3xy1Ws3UqfNxd3+gsePZ2lrTrVtbjZ23Wq2mTZte2NnZfDfGkCG9mTFjDFevHqJAvhwEB/phYGxK5YbdEEKIXyE7noQQQgghhEhEUZHh9G+cm/HjBtKlS5vkTidFePXqDQqFgrRpXZI7lV8WHBxC1qzFaNKkLuPGDUapVFKrVktatGhA+/bNfyv2pUvX8fH5QJ061TSU7f979uwlCoUiXjWqYmJiGD9+FnPnLqVgmdq07DMVPX1DjeckhEidpLi4EEIIIYQQKcTswY3JnNaU9esWJncqQoPev/fC0dE+9v8jIyPR1dX9pVhRUVEA6Ojo0K/fKJ4/f8WePWt/8qyksWvXQXr0GIK1Qzo6DV+KjUOa5E5JCJECyK12QgghhBBCpBCZchXh4oXrqFSq5E4l2fn5+TNixGRev36b3Kn8lq1b98QuFn1x7dptbt1y/6V4O3ceZObMRURGRjJ+/BB2716jiTRj+fh8pGDBSpw9eynBz61XrzrHjm1DSxXK1L61eHDz7M+fJIQQ/yMLT0IIIYQQQiSyAF9v/P39mTdv2VfjKaHLXFIf7+NHP7Zs2UOVKk1SRHe9X4kRHh7B9On/MGjQuK/mzp69hJkzF/3S8R49esLJk+f48MEXIyNDVq3apNGczc1NqVq1PDY21r8U48qVG5w6tYOiRfLwz6g2LJ3YTbrdCSHiRW61E0IIIYQQIpH1rZ+diPDQeHU/+xu62qXGGLlyleLdOy9sba15/PgS/v4BlC5dGw+P/+8OFx0dTUBAIGXL1uXdO69kzzkxYsTExDBs2CSWLv18G6B0uxPi7yW32gkhhBBCCJECxMREA2BiYoybW9evHksJXeaSq5uck5NDisjjRzHu3XsUuwPIza0rurq6VK1aHgALC3Pc3Lp+9XxtbW2sra0oWbIoCoWCLl1ax/t4LVs2/OpWzMQ477dv3/P48bPfiqGlpcWIEW7o6uqib2ginSuFED8lO56EEEIIIYRIRI9uX2DusOacOLGD/PlzJ3c6KULr1j3Q1dVl+fLZGosZFhbO1q17qFu3OmZmJoSGhmFgoI9CoYh3jMjISHbuPEjBgnnIlCk9S5euY8GCFVy/fjRBRcNDQ8Pw9w/AyckhXvOjoqLIlq0EnTu3YvDgXvE+TkK1b98HX19/jRQt7959MAcOnaFc7bbY2tmTOX8FTMysNJClECK1kB1PQgghhBBCpABP7135/O+nL4nHZ75/haZN69O8eX2Nxjx+/AyDBo3F0FAf+LzI0q5dbwDUajVXr94iJibmm+etWLGBqVPnA5938wwcOIZz5y4D0KZNY27fPpngTnWGhgY4OTkQHR1NUFDwT+dra2uzceNimjWrl6DjJFS/ft1YuXKORmL5+HwAVSQXD61m2fSBLJvQSV7fQog4ycKTEEIIIYQQiahcrbYULF2Lrl0H0LhxZ/z9A5I7pWRXvXoFypcvpdGYNWpU4sqVw+zceZBDh07QtWsb2rVrBsDDh0+pUqUxp05dAD53eAsPjwA+L/q8ePEa+Lzw9OjRxdjn6enpoVT+2p9Mnp7eZMxYmI0bd/x0rkKhoEiR/Dg62v/SseIrV65sWFlZEhQUjKen92/FGjWqP6tXz+PJk8ts2bKMp/dv8PjOBQ1lKoT4k8jCk0hSZw+sl+4XQgghhPirGJtZktm1KPqGxhw/fpqrV2/FPpYSuswlVze5HDlKULx4DXx9/TSSh1Kp5OTJ87i5jWD+/OWULVuCMmWKA3Dx4lVsba158eIVAKNHT6NGjeasXLmRmTMXUqRI/ti4W7bs1sh5V67ciCpVytG0af14xZg+/R8KFqzEtWu3Ev36lytXj/z5K/xSjLCwcNRqNdev36FPn+GsXLmRSpXKkCdPLjb/M0J+1xdCfENqPIkkNbxtcfx83kn3CyGEEEL8VYa0Kkygrzf6Bvq8f3c3tu5QcncoS47j/XtcV1eXmzeP4+TkoNE8ftY98PHjZ3z86Eu3boMS5dq5upb+qttdfHOuVasKnTu3Il26NIl6/bNmLYaPz8dfitG9+yCCg0O4ffveV+MHDx6nRYtugHS6E+JvITWeRIpUpVF3LG2dpPuFEEIIIf4aMTHR6OkZoKWlxfBhfb4qdp0SuswlZze5SZOGxRbg1lQezs4OVK9e8atbGv87N2vWTJQoUSRRrp1KpcLX1x8LC7MExXBz68qkScNJly6NRvL40figQT1/OUajRrWpX7/mN+NVqpTD2NgYfQNj+V1fCPEV2fEkhBBCCCFEIjqwcS4HN85h3771FC9eKLnTSXGWLFmDjo4O7ds310i8ly9fkz9/RfbsWUvp0sU0EjMhIiMj2bJlD4UK5SVbtswJfv6zZy/p0WMw1tZWbNiwKBEyhCFDxhMaGsa8eZPi/ZyYmBi0tLR+OMfNbSQHjlxk7PKzCeomKIRInWTHkxBCCCGEEMnszTN3Dm2aR//+3WTRKQ5fus19KfStCS4uTty9e4ZChfJpLGZC6Orq0qpVo19adAKws7OhS5c2ZM/+a8//mcjISNKnT0u+fK4Jet7MmQvp0WPwD+fUqlWZD55v8Hjx4HdSFEL8YWThSQghhBBCiEQQHRXJutkDyJYtM9bWlim22HdyFRfPmbMkq1ZtYunSmXTr1lZjeeTPX4Fjx05jYKCfLNfuwoWrDBs28ZdjmJgYU79+DRwd7cmYsRBly9bVaM63b99nyJDxTJ06P0Ex3rx5R+bMGX44//nzVygUCvasmY4QQnwht9oJIYQQQgiRCPauncGx7Ys4eXInLVp0TbHFvpOjuHiGDAXx9w/E0dGO+/fPazwPY2MjFi6cSq1aVZL82rVp05OjR08THh6hkeMZGRny5s0tlEqlRnIODPxEgQIV8fX1T7TXgZaWNgv2PUcI8WeTW+2EEEIIIYRIYmq1mkA/H25fPMKRbQsZNKgHrq7ZU3Sx7+QoLt6vX1csLMzo06dzouSRMWM6/PwCEv1c4hpbtWoeI0a4aex448YNjl100kTOZmamDBvWN0ExLCzMaNOmSbzOxdragpiYaLw8ZOFJCPGZ7HgSQgghhBDiNwX4erN8cjc8XjwgIjwMgPwF8nL40EZ0dHSSObuUycvLhwoV6jNp0nDq1KmW3OloVHh4BHp6uhopsB0TE8Py5etp2rQ+Zmbx/1ssJiYGlUr11evv/XsvRo2aysSJw7Czs4lXnI8ffSlYsDKzZo2jfv0aP50fFhZOxoyFqdKkN1UaS3c7If5ksuNJCCGEEEKIJKBWq9m8cASfPrxh5Ii+rF+/kPPn93Po4AZZdPoBAwN9OnRoSalSRRMl/v79R6lYsQFRUVEA7Nt3hBMnziXKsf7t3TtP8uUrz8mT5zUSz8vLh8mT53HqVNzxIiI+F2YPCAhk/vzlREZGAtC160AqVWoUO0+tVvPmzTuePXuJvr5evI9vbW3F/fvnqFWrcrzmGxjoU6lSGe5cOhzvYwgh/mzayZ2AEEIIIYQQqdnN8we5c+koq1fP++N27iQmMzNT+vXrCnxeNImJicHKylJj8S0tLcib1zV28W/dum1YW1tSoUIpjR0jLo6O9rRv34xMmdJpJJ6TkwO3bp3AwsL8m8f8/PzJm7c8K1bMwdTUhEmT5lCqVFHy5s1Fly6tY7sFent/oFq1pnTt2pbt21dgZvb1zoQxY6bj4uJIhw4tYseioqKYOXMR3bu3w9Q0YXe91KpVmb17++Hn8w5LW6eEn7QQ4o8iO55Einb2wHqGty3O2QPrkzsVIYQQQog4nd2/hlKlilG7dtVk6xCXGrvafRlXq9U0aNCeVq16aDSP4sULMWPGmNjxR4+eYmRkyPnzV/Dy8km0a6dQKLCysqRWrZYau3YWFuafd9Zt3sXMmYtix7W0tBgwoDsPHjymUyc3xo8fQp48OQEoWDAvT548J3fuMqxfv42SJYswY8Y/nD17meXL1+Pikhc3t5EAhIeHc+HCVXLnLsOyZesAePXqLStWbGDy5LkJvh4+Ph/Q0dXl9qWjgPxOL8TfTmo8iRRteNvisZ+UTFx9MbnTEUIIIYT4xj+j2+JirWTjxsXJ0iEuNXa1+zLu5OTA1atHuHbtFl27DsDL64PG83j27CV16rTm/XsvzMxMyJUrOzNmjCFbtsyJfu1sba14/PiyRq5dUFAwRYtWIzQ0lICAT7HjarWaPHnKxiuGr68f5uZm5M1bDg8PTywszHjx4vpXcwGeP7+KpaUFwcEhFC9e/ZeuR9ZsmXnjHYHblC3yO70Qfyip8ST+CFUadcfS1okqjaQwoRBCCCFSJhNza3w++AHJ0yEuNXa169u3C87ODhgZGdK79zDKlCnOwIE9NZ5HUFAwpUvXpkCB3Li4ODJiRD/2799AtmyZE/3a6ehoU7hwgd+K4ezsQEREJMePn8XExJjp08eQO3dOLCzMKFeuJACzZy/B3NwMZ2eHn+ZsZWWJlpYWbm5dcXZ2YMSIfl/NdXCwo379Gmhpfa7IYmxs9MvXo3atKjy7d5XT+9ZQqloL+Z1eiL+Y7HgSQgghhBDiF3i+ecJT96ucP7IJIgO5e+dkcqeUpIKDQ3j69AX58rkSGhrGkSOnKF68EHZ2Nrx548HTpy9j6ym5uz9AT0+PLFky8vGjLwMGjGH27PFcv34Hc3NTChXKx/r121AoFLRo0VCjeV65cpM8eXImqKC2JqjV6l/qahcYGMS0afMZNqwv0dExTJs2n2bN6pMrVzZ27TrIggUrSJPGCUdHeyZOHMb+/Ud5+vQlbm5dfh48CX36FETHjv05deoc0dHRpM3sStGKjShbq01ypyaE0JD47niShSchhBBCCCESKDIinL4NsqNUKMiaLQsN6lePLZT9t9i4cQfz5i3j0qVDvHvnhatrabZvX0mFCqVYvHg148fP4t27uwDUqNEcZ2dHliyZgZ+fP2XL1uPgwU04OzvExuvdexj6+vpMmzZKI/ndu/cIPT1dMmfOoJF4vyImJoZevYbSoUMLChTI8915arUaPz9/rKws8fLyoUSJmmzfvoJ8+VyTMNvEERj4iaNHT7Nq1SauXLnJgn0vfmlBTgiR8sitdkIIIYQQfyEp4ps0dPX0sXVMh5aWkg7tm8YuOiV3oe6kPN6rV29p3/5zF7TDh0/g5GTPixevAGjVqjHXrx+LnVuxYmnGjRsMgKmpCd26taF69aaxxcUrV26Mr68/hw+f0Nh579x5gL59RyTrtVu4cBUvXrwhNDTshzHSpStAsWLVUavV2NvbcuPGMW7dck+xr5mExDAzMyUoKJjHj5+hUqmIjo5ECPF3kR1PQgghhBB/ECnimzTCQ4MZ3KIgkRFh2Nvb8uDBeRQKhRQX/8UYixevZtasxXz44Iujoz3375/7pTzSpctPYGAQLi6OHD26jZcv31CsWMFkvXZ37pxGoVCgVqtJn75AbH6DB/fi1au3bN68Cw8PT6ytLXn8+BJKpTJVfg3jMxdgxpa7GJmYIYRI/WTHkxBCCCHEX0gacyQulUrF5RM7GNulPKqYKExNjenTpzMVKjTg0KETf1Vx8fbtm3Po0AmioqJ+O+euXdvSqlUjlEolSqUCLy+feMWwt7clQ4a0REdHA5AzZzZMTU1iHytWrGCyX7svt5W9fv0WAwMDrKwsYsffvn2Pm1tXXFwcGTq0T+yiU2LmnFwxrK0tAYiKCEMI8XeRHU9CCCGEEELEw4uHN9ixbDwvHt2ibt3qjB07iDRpnAgMDGL06Kl0796OLFkyEhgYhJnZn/8788GDJ+jZcwh37pzCxMSY9eu3UbJkEdKlS/NL8by9P9C16wDMzc1YtGh6vIqB3759j1aterBnz1oyZEj7S8dNLgEBgRgaGqCrq5vcqSSJU6fOU79+O8YuP4OtY7rkTkcIoQFSXFwIIYQQQojfFBYaxPXTe7l4dDOvntwlV64cTJkynBIlCsc5X6VSUalSI4oVK8iECUMJDQ1DT08XLS2tJM488YWEhHLlyg3Kly9FUFAwmTIV5p9/ptKwYS2NxH/58jXR0TFxFgffsWM/ZcsWx9LSAkCKVadw/v4BVKvego9+wYxcfAI9fcPkTkkIoQHxXXjSTsKchBBCCCGESDX2r5/N8Z1LiIqMoFLlskwcvYgqVcr9cBFJoVDQr19XbG2tAdiwYQfXr99myZIZSZV2kjEyMqR8+VIAmJgY4+FxB5VKpbH4gwePJyQklP37N3Dz5l3WrdvGrFnjUKlULFmyBm/vD3Tv3k5jxxOJIzQ0jCZNuvDe8wP9pm2XRSch/kJS40kIIYQQ4i8g3e4S7v71E+R2zcaIEW48uP8ILy+frxad4urgtWrVJoYOnYC7+0MAjIwMyJAhLStWbEj27mKaPt7SpWvp128Up06dZ+XKjWTJUpT69dvx7xsqfiePRYumsWzZLFat2kTTpp05efIcISGhaGtrM3RoH3R0tFPttftbYkRFRdG2XW9u3b6HQqnNk7uXEUL8feRWOyGEEEKIv4B0u0u41TP7ERXwnA8+Pr/d1cvVtTQeHp7fjeHoaIe7+1mUSmWq6mqXJUsmmjWrx9ix03n79j0GBvq8f++e6DmnlBipMeekinH79im69xjCju37MTAyJSjQV95/hPjDSFc7IYQQQggRS7rdJZytYzqePHn+21291Go1+fK5oq2tFTu+a9dB3N0f0LdvF8zMTAkLCyckJPS7MRI6ntjdzKytLWnQoCbbt6+gQYOasXMnTBiaJDmnlBipMeekijF69DS2btlN634zqdmyn7z/CPEXkx1PQgghhBBC/Ed0VCSTelUjYxpr9u1b99vxLly4wuvXHjRv3gCAPHnK0axZPYYM6c3r12+5edOdevWq4+fnz/79x2jVqlGKLphdqlQtihYtyPTpo5M7FZECbd++j06d+lGv/VAqN+ya3OkIIRKJFBcXQgghhBDiF53etwZvjxds3TBbI/FKlChCiRJFYv//5s3jREZGAZA2rQtp07oAcPDgccaMmU716hWwtrbSyLETw9Gj21AqU+7CmEheWbNmJGP2vNy9fIySVZthaGyW3CkJIZKRLDwJIYQQQgjxL4F+PhzcOIf27ZuTK1e2RDmGlpYWBgbfdsdr2bIRVauWx9raipCQUMaMmUb37u1Jnz4Nb968w9TUGHPz5P8j3sBAP7lTEClYmow5GTRzJwc2zWd6/3qkz5ofEwtrTM2tMTG3wsTc5vN/W1hjbGKB8gedIoUQqZ/UeBKJRrrnCCGEEEnvez9/5efyz325RksmdEFfT4dhw/oASd8ZbO/eI+TOXYYZMxayfft+ZsxYCEDDhu3Jlq14iujMliZNXqpVa4pKpdLYeafGGKkx58SOUaRYLQ5cC8PEUIFbxwoUypuJ908vc2LnUvaumcqq6X2ZN7wFE3pUYXDzAvSsnZEhLQowqWcV5g1vwZS+tRncoqC8VwnxB5EaTyLRSPccIYQQIul97+ev/Fz+uS/XCGDatNF06tQSSN7OYF27tmXDhh2cP7+PnDlL4unpg4uLI2fP7sXIyBAdHZ1k68xmamrC69c3E+W8U0uM1JhzYsbIm7c89bpOxyVDNhqXNsJY/9u5ly4d4uNHXypXboyPz0csLMzo3r0dPj6++Ph8ZO/ew6jVanmvEiIVkK52ItlJ9xwhhBAi6X3v56/8XP65Ko26Y2hijkKppFGjWrHjydkZrHv3dly4sB+FQsGAAT1ix7t2HUjr1j01ksev5jx69AAA9u07QsOGtVJcV7WkiJEac06sGNExMGDKOjLlLIjS93LsotN/5xoZGZI2rQuDB/fCxcWRESP6MWBAD6ZNG8Xq1fOws7NFz8Doq/cqtVpNUKAv8dgzIYRIgWTHkxBCCCGEEP+zcEx7jLU+cfDgxp9PTkJqtfqrLnc3b94lJCSUUqWKJmNWn/OqWLEhOXJkYf78ycmai0g+n8LgwmNtgiMUFM0UjYvVry8QVajYCH2rrLTqOw2AmJhoti4ew9kD67C0sSdbvjLkLFiW7PlKYmD0/R0WQojEJ13thBBCCCGESIDIiHAe37nA8GG9kzuVr9Sv35bcuXMyZszA2LH8+XMDEBMTw/37j8idO2ey5KZQKDhyZAva2vJnxd/q9Ucl155rYagHlV2jMDP8vXgG+npERIQBEB4WwoopPXh48yzDh7sREBDI0WNnWXZ0C1pa2mTMUYAcBcqSs2BZnNJn/2pxVgiRcsitdkIIIYQQf4GEFBf/GwuRe3k8Z87QpkRGhBMcHPLVY8ld5Ll27aqULFkkzrkLFqygcuUm5MpVKtkKZGtra7Ny5UZcXUuniOLWUlw8iWKs2syASXu49FQbJ0sVlVyj2LH594/n6+vHnUtHObzlH2YPasTLh9fYsmUZlpbm7N17mK5dWnHnzimmTRuJtiqAPWumMbFnNYa3KcKGeUN44n6ZM/vX/nXvYUKkZHKrnRBCCCHEXyAhxcX/tkLk25aO4+TuFSiVSlQqFc7ODri7n419PCUXeQ4ODqFAgYr4+HzEycmeW7dOfrfgeGLm7OjoSlhYeLIXt5bi4kkTwy9Yweq9T7FxzsjxrXNZPb8vCoVmjvfltaRUamFnb8vWLUvJlSvbD2PY2FjRuHEd9u07xps3b1EqtVCpYjCztGPK+qsIIRKHFBcXQgghhBCxElJc/G8rRO719hkFCuRh8uThuLg44ubW9avHk7PI85Ytezhy5NR35xobG8UWac6UKT2VKzdGpVIlec7NmzfA0tI81RfITunHS+4YQWFw8YkWR911sHd0ZN30rpTJb8uXO9w0cbwcObIAYO9gy4nj28iVK9tPYwwZ0psJE4Zy+/YJDh7cROHCeVEoFAT6eTNjQH3OHlhPSFAAQojkITuehBBCCCHEX23Xysncv7SPe/dOJ3cq32jdugc2NtbMnDn2p3Pd3R/y9OkL6tevkQSZib9JWCTc99DiuY8SfR3I5RxDelsVykQoqbR+/TbOnrvCrJljMTY2+uU4YWHhHD58ko2bdnLq5HkUSi1cC1egSIUG5CpYFi1tHQ1mLcTfKb47nmThSQghhBBC/NWund7Dymm9efnyOubmZsmdzjciIyPR1dWN9/zo6GjOn79C2bIlEjGrr9265Y6RkSFZsmRMsmOKxBWjgvf+Cl5+0MLTX4GOFuRwjiGTnQptreTOLmG8vT+wY8d+Nm3azb17DzAxs6RAmdqUrdkGO+cMyZ2eEKmW3GonhBBCCCFEPDhnyA7AvXuPkjmT/3fx4jVOnToPkKBFJ4C9e49Qv347Xr58nRipxcnNbST//LMyyY4nEoda/bl+042XWuy5ocOFJzqER0H+9DHUzB9FNsfUt+gEYGdnQ/fu7Th3bg/nzu2jTat63L98gJkDG/DR601ypyfEH08WnoQQQgghxF/N1ikDunr6LF++PsV0F2vYsD0jRkzm3zcnxDdGnTpV6devK3XqtE6ynBs0qMmxY2dSxLWTrnYJjxEZDWt332H+jrccddfhra+SDLYqquWJxOPaWhpULsX6tX/GtWvevAvp06fh8qUDWFmYMHNgA4a1Liod8IRIRHKrnRBCCCGE+OtNc6uN99snhIaGJWt3sYiICAoVqszbt+9xcnLg3r3f667n6GjH/fvnEzXnvzlGSsk5T55yRCuNyF+0LKPHDCKd9eedST+LkT5DetbtOc6j91qEhUdx+9IRnt0+yc6NU2PrN/3J1+7x42cUK1YdtVqNhY0jk9ZcQggRf3KrnRBCCCGEEPEQEhRIgK83WbNmStbuYkePnqZIkaq0a9cMFxdH+vX7ve56pqbGhIdHEBERkWg5A1y7dgtHR3ucnOxTRWc2TcZI7pxDI8D9jRaD5x9l5MKjVG81hBsvtNh/S4enXkrcBvQjTVqXOGNky5mL/tO3cd9Di3Q2KqJe7eLohknUrpTnq6Lhf+q1A8iaNRMdO7YAwM5Jaj0JkVhkx5MQQgghhPirLZ/cnad3z3H+3D5cXBxjx4ODQ1i6dB0dOjTHzOz7n+RqipeXDwsXrmLkyH7o6Px+x61nz17y/PkrKlcui0KhiHNOQEAgU6bMo3v3dqRJ44xarY6dGx4ewfXrtzE3N4ttaR+Xo0dPM3PmIg4d2oRSKZ9rJ4UYFTx8r+ShhxYKJaSzVuFipcLSWE14FNx/q8Wrj0pAgQI1lsZqSmaNxuB/5cICQhScfaSNSg2ls0VjafzTPwn/aFOnzmfKlHlM23QTEzOr5E5HiFRDdjwJIYQQQgjxEyqVimf3r6Gvr4+Hx/uvxrt2Hcj48TOZPXtJouawd+9hPn0Kwt7elnHjBmtk0QkgU6b0VKlSDpVKReXKjTh+/PNte/7+Abx69bmgso6ODidPnufx4+cA9O8/mmnT5sfOq1WrJZGRkQB87/PqypXLcuTIFll0SgJqNbzzU3Dwtg4PPLTI4qCiToEoCmaIwc5MjY4WmOhD0cwx1MofRelsURTIEENohIIT93R456fg6nMtjt3TRk9HTWXXqL9+0Qk+LzKbW9piZGLx1XhMTDQvH93izIF1vHh0k5iY6GTKUIjUTTu5ExBCCCGEECK5KJVKBs3ew+rpfahZswVDhvSiX79uTJkyn4MHj5M1T3GWLVtPr14dsLKy1Pjx/fz86d17OMOG9aFz59Yajw8QGhpGtmyZMTf//Gn0rl0HGT9+FnfvnsbExJjLlw/FLhplyZIBLa3PfyLY29ty5cph0qdPg1qtpkmTTlStWp727Zt/FT88PAJ9fT2N5atWg4efghc+n9unKRSgVICBrppMdirMDP/shRK1GjwDFLz8oCRGpUCt/rzDSa2GyBgIDFVib6aiTPZoTA2+H8dID4z01IAaezMVpx7ocO6xDkZ6arI7xpDVUYVOKuxQlxgOHzlNjoLlUCgUeHk859Gt8zy6fYGn7pcIDf6EQqFArVZjaGxK1jzFyZa3FNnzl8bGIU1ypy5EqiAfS/zP2QPrGd62uHQzEEIIIYT4y1jaONJn8iZy5C/DpElz+b/27jswinLr4/h3d7PpIQUIpNB7B2lSlV5EinRUVDqoSEfEiqiIipWLXgERaSIqXVBRQZpSpUiXDoHQAqRnd94/uOReXgUS2Jr8Pv8ok5nznNkQ3T155pxKle7j7bcn07bnSPo8O5m09AyqVWvisClbqampfPXVYo4dO8HChd8RGOiPxWLJVozs5BESEswHH7xOjRpVmT59Du+88y969HgIX99rO6tmzJiXee6AAY/Tt+8jAHz22Vw6derFF198RUZGBhUrlqNIkUJMnz6HSpUaMn36HAzDoEyZOvTq9cwd53w5GeIumfh8wUb6DPuYOT9dYN1+Kxk2sJjh2LETrF7zG/uOp/DdH1YWbbGydp8PM+b+4PZJaY5eLzEVftnjw5q9Vo6euMjq1es5fuw4/laDQD+DiCCD1OM/MbhbPRbMzXoe8+fMoUXldJpVSqdNtXR+/2EW1avlrNfuTmNMnPghBw8c4s+ta3j+8Tq80q8x30x9lctn9uJjNnj66T6cOrWT77+fz5DBT3Dx1J/MnTyWF3s34KU+DZnz0VhmfzCGMZqMJ3JT6vH0H2Mfr8uFsyeJiIzhtRnr3Z2OiIiIiLjY9feDZrOFWo3a03PYO1y+eJYxj96LYdjvaspWxYoNOHkyjkKFovntt5WUKXMv48c/x9tvT3b7tK/srle+fH1Onz5DZGRedu9ey4IFS3jllbeIi4vPVs4ZpiAefupVSlSsk3k8Jekq588cpUfr0kSFGTfEKFK0MIt++JmEJBMnLphISIRvpr/Bvk1Lvea1u1WMClXuYdSkbwCoXjSDVvc39KoJcZ6+3s2Oly59L/Hx57FafejXryf33VeXOnVqULdu61vGyJcvgvbtW/PTz+v469BhAHx8rDTvMojy1RpQtExVLD5Ze2z2f3uriXgT9XjKphadBxERGUOLzoPcnYqIiIiIuMH194Od+79Mz2HvYBgGMyeNICgokOjoAtmesnXx4iWuXk0EoGzZUpjNZgYP7ktAgD87dqymZ88uHjHtK7vrPf54N/z9/Rg8uB8+Pj5069aBkSOfylaM4S+9zfOTV1CsdAXqlsqgTbU0kvZ+waShzQhP2ZRZdPrfGIOf7k2RfHYqF7bRskoGGRd20bHPWEa9+QU2u3e8djeLUaFyNQa9MhMT0KRCOjERhtdNiPP09W52/NlnBxMbG8WECS8wfvwYmjW7j+DgoNvGGDPmGd566yW2bP6esWOHEB4eSvkKpVm3fAZvj+zEyG5VeXd0F94Z2ZGJQ9vy+lMtGde/MS/1bsBzPWszqntVhnYqz9PtSvFkm2JMfulxTh/bj0hOpB1PIiIiIiL/4KeF0/nq36/w1VfTaNq0YbauvXDhIjVqNOfll0fSs2cX4uLOYrfbiY4u6KRs3WPr1h2cO3eB5s3vz/I1u46b2XXCh5IFbFQrasNyF78KPxJv5vdDFsKDbpza5m7pGXAlxYTVxyDY71qfqptJTIWfdl/bGdO4QjpBjmuXJW5gs9n444/d/PTTWvbuPYDVasXPzxdfX198fa34+vri5+d7w/GMjHT+/e/ZHDt+gnotutPmkaHkCcvn7lsRua2s7nhS4UlERERE5P85cXgPbw5pS+9e3Zkw4fk7irFs2Q9UqVKR2NgoB2fnHgkJlxk0aDTjxo2mRImiAIwePY4NGzazZs3iLMU4f9XEDzutVIi1UTHWdsuCTFadv2Li130+mE3QoGwG4UGubz5uGJCUdu3+zl8xc+iMmQz7tZvzsxrkCzbIF2InX4hBRLCB2QTHz5s5f9XEiQvXKm8qOuVuqampTJ06m4lvTSY93U7zzoNo3L43vn7+7k5N5Kb0qJ2IiIiISDZcHzbz06LPmPHWYEqVLMbLL4/MdrPj8uXrMX36HB54oFlm0ckTmy6npl/bbTN9xldZihsXd5YzZ86yaNF3mccnTHiBpUtn/+1cmx0uJZr4fMEGnho7i1krT7F8u5Ufd/qQJ8Bg049zqFLFMfe96KvZNK+Ujp/VYMV26PL4Ky5pWG0Y8Pn8tbzyrw3MW5vBkq2+rN9v5fgFM8nn9vDZG71JOfYDJSLtpNtg9wkLq3ZbmbfOxNzVyaw/4MOpi2Yunz/Fm8Me4svZ7m2ynVubi3tKjNmzv+aTTz5nxPCB9Hy0I8tmT2LcgMbMfHckzz1WR43Lxatpx5OIiIiICP9tLu7jY8ViMbNq1ddUqFAmW42Ky5WrS1xcPPnyRXDgwG+3PPdmxx3ddHn1hjUciTeTnAY//PgrBj7EFCtDSFj+zBibVy9m1fy32bb1x1vGNQyDKlXuv+l6pcqUZcrc5Rw6Y8ZuXNvxk3DhLBfPHqPZ/dUIDTQoks9O9WqOv+8MG7zy0S9UqNWcvVt+YlTf+gT6Of71L1K0MN+s/Jm9pyxcTjbx156tnD6yk2eH9CAi2CDA959j2A1o0aYvQRGFKVe1NgMfb0HhvIbHNNnOrc3FPTXGwYOHeemlt1i+/AcAQsLyMXHOFkQ8iXY8iYiIiIhkwz31H8BkNhMQ6M+SJV9QoUIZIHuNikeMeJKIiDBGjnzytufe7Lgjmy4Pf348K3f4cPScmZR0EyVLlcSwp+GfcYq6pTK4r1w6aXEbqVKnBSMmziM94+9xn3qqN6NGjePkydOYTKbM4717P8yDDz7Czp17GDKkP/WaPMDQtxZxON5MhVgbTSqkk7RvDpPHtCPS2EX1YjZKFrBjtTjnvn0sUCzkFAunvkSZKnVYvt3K3lNm7IaDXv9hT9LxiWGMen8Fvx/yIcTfIOXIMua99yTVihrERBiZPab+KYbZBN07NuKvP36kVPg5Cuc1HP799qYY3pizK2OULFmM2bP/xaBBT2C1Wrly6RyfvjaA+NNHEfE22vEkIiIiIrmaYRisXjqTBf8eR82a1Zgx430SE5M4fPgYTZo0yHKc67sVPMmSrVZCA6813jbfop/S2csmft3rg58VykXbKJrfntn0e8+eA3Tt2pe5cz/BYjFTokRRrFYrx46d5KWX3uSll0ZQpEhhvt/5nz5LZTLwd3OT77QM2HncwsE4M8H+UCzSRuG8doL/oV2OYcDVVLh41UxCkglfH4MAP4NAX/C3GiQkm4i7ZOZovJl0OxTNZ6dstI3QQNffl+ROdrud+fMXM+7VSVy4cInez06mUq0m7k5LRM3FRURERERuJy01hbmTx7LxxwX069eT8eOfxWq18sQTgzl9+iwrVszLUpzff9/GAw/04IcfvqJq1YpOzjprUtJg4RZf6pbKoHA++23PT0iCHcd8OHnRjNViUCDUIH8eO1eSTZy7YsKEjZ9/+J4C/vEMfarHDdfGXTLxyx4r95dPp2Co65t738yFqyb2njJz8qIZm91EvhA7hfPaKZzPjsUER86ZORhnJiH5WpXN32qQbgOb/cYqXaCfQaEIO6WjbGoALm6TmJhE377DWbnyJ7o9+RoNWvW4/UUiTpTVwpOPC3MSEREREfEYNlsG7z/XnZN/7ebjj9+ma9d2mV/7178mculSQpZjlSpVjClTJlK5cnlnpHpHTl68VkzJG3L7ohNAaOC1qXCXk+HYeTNxl8xsP2Ih2B/yhdgxMFO9bmPsZn92nbCR1xJHeHgo/v5+7DllITzIToE8nlN0AogINqhb2ka6zcbJC2aOnTOz7aiFbUcsmM1gt0NMhEHlwunkDTHwt17bAZVug6RUE8lpEOxvEOyPQybwidyNoKBAvvjiI559djxTPxzD+TMnaNtzBGazOuiIZ9PfUMnxrk+o0SQIERERuW7Nslk8+3BN/tqzla+/nkbXru2YPn0OpUvXpmPHJwgI8CcqqgCQtclU4eFhdOr0IDNmzPOICVkz5q1i4wHIuHyYQN9bn/v/j+UJgIqxdo79PpPXBzbgzLbPqV3SRoR9P43LXiUtfge7jvswfvKPDBg4kr2nzJxJMDP93Rf57DPPnC72xedzaNukAQc3zKR99XSqF7dRMdZG0oH5DOpcj5ULZ+NvvXbuZ5/NocY99/HNl7OJCjcICbhWdPLkiWjeGMMbc/aEGBaLhbJlSxIamoeV8yfz+TtDyUhPQ8ST6VE7yfGuT6iJiIzhtRnr3Z2OiIiIeIDr7w98fX05c2Y38N+pUn5+vmza9ANffrmQQYOe4N57W95yMlVUVAE6dmzDU0/1plmzTh4xIeutmX9is8Pc957ij+0/3dF6lSo15MSJ08TGRrFz5xqKFLmH4cMHMnXqLEre04Iu/V/GZNgwTBbWr5jJFx+84Pb71mQ274nhjTl7Sozrx/LmDefylUSKl6tBv7EfExgciograaqdyH+06DyIiMgYWnQe5O5URERExENUb9AGgIcf7ph57PpUqddfH8v58xf48MOpHDt2giFD+hMUFEhkZH7+93e218/v0KE133yzFKvVxyMmZMUlmChUqiq//zibZwb3ydZ6P/64hp9++vU/r00nAB58sAUAX389nY4d2zBkSH/2/r6cfWu/oGJhg2YV06laxO72+3ZHDG/M2VNieGPOnhLj+rHnnhvCwm9nEHd0N5NGdeLC2ZOIeCLteBIRERGRXGfqhCc5f3wXmzetwGKx/O3rdrsdk8mE6T+NfWbOnE9YWB7atm15w3kZGRn4+PhgGEbmue5kt8OKHVZ8fQyaVMjIUl+i337bSq1a1TCZTHTv3p/AwACmTXsPwzA4cOAvSpcu4fzEReSO7dt3kM6d+3IlKZ1BL39GoRIV3J2S5BLa8SQiIiIi8g+uXr7ItrXL6de3xz8WnQDMZvMNhaSePbtkFp0OHz4KwNSps2ndujtpaWkeUXQC2B9n5koyVC9my1LR6Y8/dtOyZVd+/nktANOmvce0ae8BYDKZVHQS8QJlypTkhx/mUyQ2P5NGd2bHbz+Shf0lIi6jwpOIiIiI5Cp+/gHkCcvHzp17s33t0qXfU7t2Kw4c+Ivq1SvTtGnDmxavXC0pFXYdt1CqoJ3woJt/6ExOTmHRou8AqFKlAsuWzaFRo/oABAYGuCRXEXGsAgXys3TpLBrUr8mUV3ozfmAzvv/qYy6dP+Pu1ERUeBIRERGR3MXq60/x8jWZO/cb3nzzw8zjWZkq1aJFIz755G1KlizGtm07mTVrAZ9//mW2Ytzu+J3E6D10Cos2GfhYoGIh2y3PrVSpIb17D+XYsRMA7N17gCpV7veaqV6eFMMbc/aUGN6Ys6fEuNm58+cvYs+f++jX71Hq1CzD8jmTGPvYvbw6sBkjulVl0YyJnD11hIQLZ1n17TSee6yOJn+LS6jHk4iIiIjkOs89VoeL8acIDAzg5MkdgHdOtwLo2mscHfqOZ/PPCxg3vC2Bfn8/99ChI6xfv4m33vroP5P4Ivnzz3Vefd+eEMMbc/aUGN6Ys6fEyOq5CQlXWLhwOaNGjSMtLY1/YjKZaPfYKJp3HugxjwyL91CPJxERERGRm2jZ5UkCg0NJTk5h376DgHdOtzIMaNdzBAd3rqN8wasE+v3zucuW/cB7733Ck0/2olChaEaMeNJtOeekGN6Ys6fE8MacPSVGVs8NDQ3hsce68sYbY4mKKsCQIf1ZunQW8+b9m0ce6Ux4eCh169Zk4Yw3mf3Bs9gy0hFxBu14EhEREZFcKT09lVf63s999atlNtT2NsfPm1i330rTiunkC7n52/q0tDRsNjsBAf4uzE5EvMHcud8wePBYKtZqQv/n/+3udMSLaMeTiIiIiMgtWK1+tOj6NN9+u5w//9zv7nSyzWaHP09aiMxjv2XRKT7+PFeuXFXRSUT+UffuD/Huu+PYvn4lF86edHc6kgOp8CQiIiIiudY99R/AbLawcOFyr2oyfDUFVu3yISHJxLEdK24Z48MPp9KsWWe355wTY3hjzp4Swxtz9pQYzljvgQeaYTKZWPT5W4x9vK6ajotD6VE7EREREcm1vnhvJNt+XcLq1Qvp2PEJr2gy3LRtd7o9+Qa+PlCvdAb31214yxhr1y5lzZoNtGnT3CMaI+ekGN6Ys6fE8MacPSWGs9Zr1Ogh/txzkLTUZCIiY3htxnpEbkWP2omIiIiI3MLm1UtY//18Jk58gVKlint8k+Gho0Yx6u2v6DhgAgVCDVpUTici2LhpjJiYgvTu/TB58oTQpk1zt+Sc02N4Y86eEsMbc/aUGM5ar1GjepjNZsLzR9Oi8yBEHEU7nkREREQk17Hb7YzuUY2QID9Wr15E/vx53Z3SLV1OhlW7rPj6QOXCGcRGGNxu8vk33yxj2LAX2bVrDcHBQa5JVES81po1G2jXridjJ68gtlg5d6cjXkA7nkREREREbsJsNtO25yguX02l2j1Nef/9f5OamurutG5q2xEffH2gacV0CuW9fdEJoGbNarz//nh8fHycn6CIeL1ate7Bz8+PvdvWujsVyWFUeBIRERGRXKlB64d5+dNfqNm4E+NenUTt2q1ZvHgFWXggwKUMAy5cNVE4nx0/a9avK1QomnbtWuHv7+e85EQkx/D396NOnRrs+0OFJ3EsFZ5EREREJNcKzhNO1wGv8PzklaTjz2OPPU3Tpp1ISfnv7id3T5tKy4DUDBNbN67JdozevYfw3XerXJ5zbonhjTl7SgxvzNlTYjhzvaCgQHZtXs3Pi2cg4ijq8SQiIiIiAox9vC4Xzp4EoGbNe5g9+1/kz5/X7dOm0m3w9e++LJz6Iiu/+fy2MdLT06levSnHj5/Cz8+XoUMHMHr00y7NObfE8MacPSWGN+bsKTGcuV7ZsnU5cyaekLB8TJyzBZFbUY8nEREREZFsaNF5EBGRMTTrOID9h47TuElHdu/e5/ZpUz5mAINWD7S8bYyjR49TtWpj2rdvTaFC0bzyyqjMopMrc84tMbwxZ0+J4Y05e0oMZ643YsQgzGYzhUtURMRRtONJREREROT/uXD2JB+P68OFM0eZNu1dWrRo5LZcru94qlokg7LR9luea7fbefnlt3j88W4UL17ERRmKSE7Sp89Qtuw8xuj3lrg7FfFw2vEkIiIiInKHIiJjGPbWAkpWqkuPHgOYNm2223I5En/tLXtU2O2bnpvNZsaNG62ik4jcscaN63P0wE6uJlxwdyqSQ6jwJCIiIiLyD/wDgug39hPqNu/Kc2Pf4Px593wIC/K7VnC6mGi65XmGYdCqVXcWL17hirREJIe6//56GIbB3u3r3J2K5BAqPImIiIiI3ITZYiEyuhhpqakMHjz2hq+5atpUdLhB4bw2NuyzUad+h5vG+OyzuZQvX5rQ0DweMyErp8fwxpw9JYY35uwpMZy9XosWXbBarVw8dwoRR1CPJxERERGRW7g+7c5isRAXtwsfHx/AtdOmUtPhqw3w7fQ3OLB1xT/GKFAgP3v2rMNkMnnMhKycHsMbc/aUGN6Ys6fEcMV6ACPe/poS5WsgcjPq8SQiIiIi4gAtOg8iT3h+bDYby5f/mHncldOm/KxgSj1Lzfse+McYERFhxMef5/TpMw5ZTzE8c72cFMMbc/aUGM5eLywsDxYfH4qUqoyII2jHk4iIiIhIFkwa2Yn8oSaWLXNPo/EDcWa2HrbQqEIGkXlufAufmJjE9u27qFu3JibTrXtBiYjcysOPDOLQ8asMmTDP3amIh9OOJxERERERB2rcoQ/r1//Op5/Ocsv6xfLbyZ/HYPUeH05fvLG4FBQUSL16tTCZTGTh98oiIv/IMAw2rN9MiYq13J2K5CAqPImIW6xZNouxj9dlzTL3vHkXERHJrip1WtCkfW9Gjx7H4sUrXN70d+bncxj+aCPSLp9g/QEfUtNvPH/atNn06jWEd975l0c1Ks7JMbwxZ0+J4Y05e0oMZ673xhvvc/HiRZKvXkbEUfSonYi4xfVGrRGRMbw2Y7270xEREckSu93OZ289w44NKwkNDSY+/rzLm/6WKV+BEe8uo3iknXuK2m44v3fvhylSpBAvvjjBoxoV59QY3pizp8Twxpw9JYYz1ytevAYXLyYQnj+K1z/fiMit6FE7EfFoLToPIiIyhhadB7k7FRERkSwzm830HPY2JcrXIDExmZiYgi5vMtyvdxfKRds4EGfmSLz5hvOfeaYf7du34pln+nlMo+KcHMMbc/aUGN6Ys6fEcOZ6RYsWxsfHSssuTyHiKNrxJCIiIiKSTRfPnebFXg144YWhDB7c1+Xr2+yweo8P8ZdNdKyVjo/lv19LT0+nf/+RtGzZiC5d2rk8NxHxToZhUKHCfVSo+yAde491dzriBbTjSURERETEScLzRVGr8UN8NPkzUlJSXb6+zQ6XkkwUzW+/oegE4OPjQ2hoCIGBAS7PS0S81/HjJzl9+jSlKtZ2dyqSw6jwJCIiIiJyB1p0Hsj5c+eZM+drl699OdlEWoaJ0lH2v33NZDLx7ruv0qZNcwDi48+7Oj0R8ULr12/CZDJRonxNd6ciOYwKTyLiUTTtTkREvEVkTDGq1W/N++9PJSMjA3DddCvbf+pNPmbjljH69x/Bvfe24vDho3e1niNyzokxvDFnT4nhjTl7Sgxnrff996sJy1uA159upffi4lDq8SQiHkXT7kRExJscP7Sb159uzSefvE2XLu1cNt1q3W+rWbbdl1olMmjftMFNY8TEFGTGjA8JCAigQoUyHjGRKyfF8MacPSWGN+bsKTGcsd6CBUvo23cYgSFhJF25pPfikiXq8SQiXknT7kRExJsUKlGBijXv5933/o3dbnfZdKuQAIgJt7PnpIUhQwbcNMbQoQOoUaMqFSqUuav1HJFzTozhjTl7SgxvzNlTYjh6vT//3M/gwWOp1ag9bR8doffi4nDa8SQiIiIichcO7t7EOyM7MWfOx7Rq1cRl656/YuKHXVbqlU6nUN6/v6Xfvn0XHTv2YvXqRRQsmJ/ffttKxYplCQ29+W+lb+b6RwaTyXTXeYuI50hIuELjxg+RZvgz4p1v8fMPdHdK4kW040lERERExAVKVqhJqQo1eWfSJ2Thd7oOkzfEIDKPnT9PWvinZZOTU2je/H6ioiI5e/Ycbdo8zG+/bc32OjabjUcffZIpU2bcfdIi4jEMw2DQoNHEnb1A37GfqOgkTqPCk4h4PDUcFxERT9e8y5Ns2byNsWNfd2mT4fIxNi4mmnmk/5t/i9G//3Bq1qyKxWIhf/68/PbbCg4ePEylSg156aU3s7ze559/SZUq5SlatLBDcr7bGKdPnyE+/rzb83DHejkphjfm7CkxHLHetGmzKVy4GsuX/0DPYZOIjC6KiLPoUTsR8XhqOC4iIp7OMAwmDH6AMycOkpqa6rImw4YBz036ngo1mzNzYj++X/rvLMUwmUz89dcmwsJC//Fcu91O0aLVuXLlKoUKRbN8+Tw++eRzBg58nJYtuzq92fHXX39GbGw0AQH+lChRkwsXLmWeW65cPXr27MLcud/kyCbPuSWGN+bsKTHudj273U7hwtVITEwiMCSMd778A5E7oUftRCTHUMNxERHxdCaTieadB5GamkqBAvlc1mTYZIJSeRPwsfry8BO9sxQjJiaKZ57pR1hYKJs3b6dDhwcyz926dQcXLlzEZDJRtmxJwsJCGTKkPxcvXmLlyp9JSkp2erPjjh0fpFatFvz55z4AmjZtSGBgQOa506e/z8MPdyQ5OZW8ecNzVJPn3BTDG3P2lBh3s57dbmfYsBdJTEwmKCSMdj1HIuJs2vEkIiIiIuIAdpuNcQObULNqKb74YrLL1r2UZGLFH1aaVEgnf57s9Zjq3v3aB9S5cz8hIyOD/PnL8dFHb/Dww50wDMOlzcQvXLhIREQ4hmGwfPmPNGpUn8DAgH88NzExibfemsxDD7WmcuUKLstRxJtdm7z5ArNmfcWjQ96iTrPO7k5JvFxWdzz5uDAnEREREZEcy2yx0KzjAGZ/8Cz79h2kTJmSLlnXbr/2zzupEX3yyduZDdHNZjNr1iwiJibqP/FcV3TasWM3rVv3YP78qdStW5MHHmh2y/ODggJ5+WXt1BDJKpvNxtNPP8e8ed/Sc9g73Nuko7tTklxEj9qJiIiIiDhI7cYPEZ63AG+/M8Vla4YFGviYDU5fyv5b+zx5QggNvfZbarPZTKVK5YmICP/beYsXr6BatcakpaXddb7XnT9/gSVLVgJQsWI5xo4dQtWqFbN07bFjJzl48LDDchHJyWw2G4OefJYvv1zI4yPeVdFJXE6FJxERERERB1n//XxSUlNYsGAJu3btzTzuzIlVM2bMYeOqr9l1JJ30DOesV7hwLO3bt8ZqtTpsylaNGs3o128EV65cxWw24+fnx733tsxSjJkzv6RRow45YrpYbo3hjTl7SozsnJuRkUHz5l2Y/+VC7m3amVqNOiDiaurxJCIiIiLiINcnsZotFpo0acD8Lz8FnD+x6nKSjfHTf6VqcQsVY+0eOZFr+/afGT78JWJiCjJz5nyOHz9FdHRBdu/+NdvrHTlyjNate3D69Bmvni6Wm2N4Y86eEiOr52ZkZNC//wi++WYZgCZEi8Npqp2IiIiIiItdn8Rap0lnfvj+F9av3wQ4f2JVnkALxpVD7D9lwW44fr2TJ0+zb9/Bm57/zDP9bhvDZDJRqlRxIiLCM48PHz7wju67aNHCjBgxyKuni+X2GN6Ys6fEyMq56enp9OkzjEWLVlK/ZXdNiBa30o4nEREREREHs9vtTBz6IPnDrHy/8kuXNOqOv2xi1W4rzSulExGcvel2t/Pii2+ydesOli6dfcPx8+cv8OCDj5CYmEzFimWZPXsKhmEwbtw7tG/fiipVKrBjx26++moJL788EovF4rCcXnvtXaKjC/LEE90dFlMkJ8jIyKBXryEsX76KPmMmU7VuS3enJDmUdjyJiIiIiLiJ2Wym3WPPsnnTNr777ienr2cYkPqf/k7pNsfHr137Hj744HUA3nlnCr16DQEgIiKcKlUqUKhQNC1bNgYgMTGJxYtXcPz4SQBOnozju+9WkZKS6tCcEhKukJiY5NCYIjnB9OlzWLr0e/o+N0VFJ/EI2vEkIiIiIuIkHzzXA3tKPOvWLnbobp//te2IhcPxZtIyTIQF2mleOQOzEzdYrVjxE1u37mDMmGdcspNLRLLu0qUEqlVrSvlaLXh0yER3pyM5nHY8iTjZmmWzGPt4XdYsm+XuVERERMRDtX18NPv27ufJJ5912oSsvScy2L11PSlHV9Cs0rWikzMncp06Fce8ed/y2Wdzbzi3VKnadOnSJ0sx7jYPm83Gp59+4VXTxRTD+3P2lBi3OrdSpfu4mphE254jEPEU2vEkcoeuT63RdAgRERG5lU9fH8gfG1Zis9mcMiHr4yXn2LR6KZu+/8zt08X8/f04fnw7Pj4+Ts3jjz92c//97QG8YrqYYrh/vZwU42bnlitXj7i4swQE5WHSVzsRcTbteBJxsutTazQdQkRERG6lbc+R2O0GYWF5nDIhK9g3lbKVa7l9ulhsbBSvvfZcZtHJmXkULVqIBx9sTmxslMdPF1MMz1gvJ8W42bn58uXFbLbQ5pFhiHgS7XgSEREREXGy2R+OYffG79i2bRWhoY59P73vlJkdxyx0rJWO2QN+rbxx4xb8/f2oWrWiS9b79tvlpKWl07VrO5esJ+KJ1q37jTZtHuGJke9Tq1F7d6cjuYR2PImIiIiIeIgHegwhMSmZjz6a6vDYeUMMbIaJS0nub/RtGAbPPvvq33rPONO6db+zatUasvD7dJEcyW6389xzb1CsTFVq3NfW3emI/I0KTyIiIiIiThaWtwD3t32CyZM/48yZ+MzjjmhUvHjBPGwZ6Sz9YcsdxXBkY+TPPpvLl19+ynvvjXdZHuXKlWLy5AmYTCZeffUdKlZs4BFNnhXDs9bLSTH+/7F5875lx47ddOzzPGZP2PYo8v/oUTsRERERERdIvJLAS70b0KF9cz788HXAcY2Kuw2ZTEbqVV4ceG+2YzirMfLhw0dp2/ZRTpw47ZI8MjIyiIqqSEZG1pq4OyIPb2xM7SkxvDFnT4nxv8fmzfuU5i26Ur5GY3qN+hARV9KjdiIiIiIiHiQoJJS2j41i1qyv+PXXjYDjGhXv37aKUlXqk5Sa/RjOaIx86lQctWu3okGDe12Wh4+PD8OGDSQ6uiBDhvRny5Y/OHbspFNfD29sTO0pMbwxZ0+Jcf1Yr1496NKlL+GRhejx1BuIeCrteBIRERERcRG73c77Y7qRdiWOdeuWEBgY4JC46RmwaIuVEgXsVCtqc0jMu7V8+SoaNapHQIC/W9avU6cVDRrUYeLEFzl9+gxPPz2GV18dQ7lypTh1Ko7g4CDy5NFnG/FOSUnJtHnwUQ4fjWPkpIVE5I92d0qSC2nHk4iIiIiIhzGbzfR4egInT8UxYcIHDotr9YGy0TYOxJm5kuKwsHfMMAwaNrzXbUUngG+//ZyhQ6/tEklJScHPz4/AwGv5fPzx57Ro0RWbzTOKdCLZYbfbGTBgJH/+uZ8BL05T0Uk8ngpPIiIiIiIuVCC2OA/0GMLkydPZtm2nw+KWjbbjZ4U/jvo4LOadWrx4BTVqNCMu7qzbcihYMJKoqAIAFCtWhNmzp1CkSCEAHn20M2+//RIWi8Vt+YncqXHj3mHp0u95YuQHFClVyd3piNyWCk8iIiIiIi7W9KG+xBYrx8MPD6RSpYYOmZA18/M5VCls48QFMzPm/eTWiVw1alRl4MDHWb78R4+cDFaqVHHq1avNtGmzKVKkGqNHj3Pqeorh/vW8PcaUKTPYvn0X77//b95//9/4B4WQcMF9hV2R7FCPJxERERERNzh2cCdvDG4D4LAJWX/8sZpVu33469g5Xn/6AfIE+XjcRC5PilGxYgNOnowjPDyUv/7azJ49B2jZsiuXL1/x2JxzSgxvzNmdMfz8/EhNvTY9wC8giNTkRCIiY3htxnpE3EU9nkREREREPFjhkpUod09DAHr06Jh5/G4mZJlMUK90BsHBQTzz2kyGDB102xjOmMg1c+Z89u8/5NGTwQCGDRtIoULRjB07FIB9+w7i42MhNjaKIUP687+/o/eUnHNKDG/M2V0xoqIiSU1Lo8MTY3jt8w081Os5IiJjaNH5xp9vEU+lHU8iIiIiIm6SlprC60+1pGhsXpYvn43Z7JjfC19MNLFqlw8RwQaxEXaC/Q1C/A2C/cFkcsgSN2Wz2YiKqsQ777zCo492du5iTmAYBiaTiRMnTtOtWz+mTJlIpUrlOHUqDoDo6IJuzlBym4kTP+Td96byxqzN+AcEuTsdkUza8SQiIiIi4uF8/fzpMXgCv/22mW++WeawuOFBBnVLZ5CSDtuPWliz18qy7b6s3OHDwTNm0p04zM1isXDmzG569HjIeYs4kek/lTmTCcqWLUmhQtcmhg0ePDazF1RaWhqffjqLpKRkt+UpuYPdbmf27G+pVv8BFZ3Ea7l/5IWIiIiISC6WlpIEQEhIsEPjRocbRIdnYBiQlAaXEk38ddbClr8sbD9qoWg+O2WibIQEOHRZ4FrxxtsnxsXERDF16ruZfx43bjQWy7Xf22/atJ0XXniD+vVrU65cKXelKLnA+vWbOHbsOJ2emuTuVETuWK7b8bRm2SzGPl6XNctmZem4iIiIiIizrFk2i49f7UeJEsVo3vx+wPETskwmCPKDmAiDA+tn8sGz7Uk+s4MTF8ws/8PKF0v3U6NWK4etd+zYCTp16sW+fQc9bjLY3cTYuHEznTv3Zvr0OdSrV4vdu39lw4ZNlCtXj1deedsjc/bkGN6YsztivP76e5gtFk4d2YeIt8p1PZ7GPl6XC2dP/m0CwM2Oi4iIiIg4y/X3oL6+vpw5sxtw3ZStbdtXs/eUmS0H0zl/5gRfTxnF2l++vOv1li6dw/PPv85LL42kQ4fHPGoymLMms/3v98/Tc/aUGN6YsztixMRUJikpWZ9TxSOpx9NNtOg86B8nANzsuIiIiIiIs7ToPIjg0AjS0tJYu/Y3wHVTtixmqBBrx3biO/wDAhk07gsybLeOm5X1CheOYebMyZQoUdSjJoM5azJbdHQBxowZ7DU5e0oMb8zZHTEqVy6Pxceqz6ni1XLdjicREREREU9iGAYTnmlDTP4Ali2bndnc2pWupsCy7VaqFLZRNtp+V7EyMjJIT8/A39/PLfeS2xkGpGVAcpqJQD8DX3X19Wpjxoxn6cqNjJ38vbtTEfkb7XgSEREREfECJpOJ1j2GsGHDpsxdT64W7A/RYQanLt79x4MNGzYTHV2JI0eOOSAzz7d9+y6GDHmeuLizbs0j3QZ7T5lZvMXKt5t9WbHDSvxlFf68nb+/P2mpKe5OQ+SuqPAkkoP9U9N8NdIXERHxPJVrN6VIqYq88cYHTJs22y1Nno8c3E1SqumuYkyfPofSpUvwySdvkz9/Po9p0OzM1+7hhwfyyy/rOXs23i05p2XAzMW7+OKnZLYdMVMwzE7d0uk0rZjOysXzPfq187bvtzti7N27n3Nxx/XeXbyaHrUTycH+qWm+GumLiIh4ph2//ciUV3oTFpaHS5cuu7zJc4eez9Cy+1A6107HZLqzGNHRBdm9+1en5+wpMa4fi42NYufONS7NuXDhWOYsW82eUxZSUtL49bu57F6/kLWr53vVa+dN3293xChatDoJCZf13l08kh61E5F/bJqvRvoiIiKeqVKtJjRq14tLly4TFBTAk0/2uuHrzm7yfF/9atgNE2kZdxYjKiqSCxcu8t13q5yes6fEuH5s6NABfPfdKg4fPuqSnIsVL8aot+ex87iFEpF20g4vZMOyT+j1WHuve+286fvtjhhNmjQA0Ht38Wra8SQiIiIi4kE2/LiAuR89R8WKZfli5ofExES5ZN3tRy0cjjfTrno65jtoDWSz2fj00y949NEuBAUFOj5BDxcbW4Xnnx/KgAGPO32tQ2fMbP7LQsNyGUSF3fbjnHixOXO+5sknn+WjxQex+FjdnY7IDbTjSURERETEC9Vp2onhExdw7EQ899//EOvXb3LJuicvmIkJt99R0QnAYrHQr1/PXFd0evrpMWzbtpMdO37hiSe6u2TN+MsmQgMNFZ1ygYCAAADS0tRgXLyXCk8iIiIiIh6mSOnKjHpvCRHRJWnXrieTJ08nIyPDaetdToYrKSZiwu13HOPYsRPUrNmcrVt3ODAzz3fgwGFWrvyZiIhw/Pz8XLJmWJDB5WQTqekuWU7cyN//2t+pdE22Ey+mwpOIl7iTaXSaaiciIuK98oTlY/D4WdzX5jFeeGECVao2pkyZOk6ZLtbhoV5kXD5KgVAj6zE+m8/VFDCMa8ceeKAHUVEFCA4OuuM8PHm62M3OPXXqNJGR+Vya8+OdHsRmt3Mk3uyW+3ZEDG/M2R0xVq/eAMDaFXMR8Vbq8STiJe5kGp2m2omIiOQMR/Zt5+2RnbBlpBMUFMjOnasJDw8D3DddrEKVe3jqjW/x9TH46t+vsGLBZx47GczZk9liYqL48ccFFCwY6bKcn35lKvc2bEqrKulUqeK9r5035eyOGGXK1OHs2XPkiYjkzVmueexWJKvU40kkh7mTaXSaaiciIpIzFC1TlU59XyQwOJS0dBs1arRgzpyvsdvtbpsu1uuJbgCkZZho1+tlejw1nj59e2YrhjdNF7vVuRaLmRdffNOlORePtHM52cS5Kyavfu28KWd3xHjkkU4A3Nu4IyLeSjueRERERES8SMKFs3wz7TV+/3khtWvX4J13XqZChTIuz2PHMQt/nrTccCzUP437ykOga1odeYz16zdRoEB+SpQo6rI1DQOWbrOSP8TOvaVsLltXXGvVql/p1KkX46b9Sv6owu5OR+QGTtnxdPbk4btOTERERERE7lxoRCRPjHyfIW/M5djpS9x3XzteeGECV68mujSPSoVsVCqUgcn0399jJ6T4snKHlYuJdzgaz0vVrVvTpUUnAJMJShe0cfScmQtXc9frnZvs2rWHgMBg8haIdXcqIncsW4WnCc88SNLVBGflIiIiIiIiWVSmSl2e+/A7Hnx0BP/+dDY1a7Vk8eIVZOGBBocwmaBCrJ0WlTPIF/LfaXipGSa2HbHc4sqcaf78RbzzzhSXrlmqoJ3QQIPNh3Pf651b7N69j5iiZTCb1SVHvFe2/vYGBAYTEHTz7VMi4lmyM9VO0+5ERES8j4/Vl4CgPAQEh+LjH85jjz1Np859mDjxQ5dN5AoLNDj2+0yWzXydtJQkAM5eNnPuisljJoO5YjLbiROnOXjw2hMiTz01huLFa2ae+/HHM9i5cw/Tp8+hfPn6DBo0mqSkZADGj59EhQoN7ihnsxkK57Nz/rLNq187b8nZHTF+/fU3jh/eq/fo4tWy1ePJ6uvPBwv3uSIvEXGA7Ey107Q7ERER7/S//w/vOnAcX33yMufijgMQHV2A3bvXZp7r7IlcXfo+S6MOAwGIjbAzqHM9j5gM5urJbIUKVeXq1cTM48WK1eCVV0bx9tuTOX78FAD7928kf/685M1bBrvdfkc5f79mDRsO+LBj0xreG9szR7x2ivHfY6mpqRQsWBFA79HFIzmlx1Pl2k3vOjERcZ3sTLXTtDsRERHv9L//D69cuykv/OsHKtZsjMlkIj7+Ai+//Bbnz18AnD+Rq3b5EMKsl/C12CgfY/OYyWCunsz2yiujbjh++PBmevbswpAh/YmNjeLNN18gX74IAIYO7U/BgpHZyrlIkUKMfO1jftnjQ1iQQaGgUznmtVOM/x7bv/8vAELC8+k9uni1bO14emPmb4TlK+iKvERERERE5C4kXrnEj998yi9LPsNigv79e/LUU70IDw9z6rrNm3chX768zJnj2n5HuYXNDr/s8eHcZROVCtsoF23HpN7iOdK8eQsZOHCkpsuLx3LKjie/wKC7TkxERERERJwvKCSMdo+N5NVpa6nXuieT/zWDSpUb8cYb75OQcNlp686ePYXXXnvWafFzkunT5zBlymfZumb3CQvnr5hoVCGD8jEqOuVku3fvJTKqsIpO4vWyVXhav/LLG/6sZsQif5cbfi5ywz2KiIjkFMGhEXR44lnGTV9Lnebdee/9qVSq3IiJEz8kIeGKwxojV6zYgE8++Zz8+fNSrFiRO4rhyU2enbHeli1/sHbtb9mKseuvq2z+5VuWLpjttvt2RAxvzNnVMXbt2ouvf5Ded4vXy9ajduH5onh95sbM42pGLPJ3ueHnIjfco4iISE6VcOEs3y/4mLXfzSYgwA8MOwkJVxzSGNlqtXLmzG5M/9mG4wkNmp0Zw9XrJaXCos0+fPH+KE7sXafXLofHKFW6LlcTU0hJuqL33eKRnPKoXZMOfW74s5oRi/xdbvi5yA33KCIiklOFRkTSud+LvDJ1DdUaduDK1SRMZhOVKpXn6tXEzPOy2xi5YMFIevbskll0upMYntrk2ZnrDRr0BFFRt28ubjdg40EfDFsy54/v1GuXw2PEx5/nXHw81Ru00ftu8XrZ2vGkpmYiIiIiIjnLxXOnWfHlR6xf+SV58oSwcOEMKlUql+XrDcPAbrdjsVicmGXOZLPZqF+/DRER4SxbNueW5+46bmb3CQuNymcQGXrbj3Di5X79dSNt2z7KS5+somChku5OR+QfOWXHk4iIiIiI5Czh+aLo/uRrvPzpL9gMM99+uzxb18+fv5jGjR+6YbeUZI3FYuGHHxYwefIEAP78cz8vvDCB9PT0G847k2Bi9wkLFWJtKjrlEvv2HcJi8SF/VBF3pyJy11R4EhERERER8haIpWjZ6mzZsiPL16SkpDJ79gKqV69CcLAmYN+J4OAgihYtDMDevQfYuXMPp07FZX792HkTa/f5kD+PQflYu7vSFBfbv/8QBWKLYfGxujsVkbt2V4Wnm0220sQrkazx1p8VR+TtrfcuIiKSkxUtXYVNm7axfPkqpk2bfduJXHFxZ0hOTsbHx4fixWt45GQwZ8Zw9HoPPfQACxd+TpEihZg+fQ49+r7B+v1WCobZqV8mA7PJM+7bE1+7nBZj796DFIgtqffMkiPcVY+nm0220sQrkazx1p8VR+TtrfcuIiKSk11JOM+Mt4bw59Y1+Pn5kpqalqWJXEWL3kNCwhViY6PYuXPNLc+92XFPni7myvUMw2Dr1h0MGvwKg8bPZ9/Wn3ltWDOu92z3hPv21Ncup8RYsGA699/fgaYdB7Lu+y/1nlk8lkt6PN1sspUmXolkjbf+rDgib2+9dxERkZwsJDQvT706k0EvTccv8NqHiNjYaM6dO595zpAh/YmNjaJatUocPHgYgOefH0ZMTEGGDh1wQzx3TwZzdgxnrJeSkkqHDo/TqFVHrL5+lMybkFl08pT79tTXLifE6N//Mbr3GEh4ZCEat++t98ySI2iqnYiIiIiI/E1Gehqrl85k+dz3sZhh9KgneeKJbgQGBpKenk79+m147LFuDBr0ROY1cXFnmTv3W4YO7X+LyHI7+/Yd5KK5NJeSzLSskuHudMRFDMOgW/f+rF23hdHvLiYyppi7UxK5JU21ExERERGRO+Zj9aVJhz688ulqqjVoy4svvkmZMvU4fvwkVquVtWuX3lB0Ali1ag2TJ0/j4sVL7kk6hyhTpiTnr1rIF6IJdrnJoUNH+H7lz3QbNF5FJ8lRVHgSEREREZGbCg6NoPuTr9H/hU+5evUqR4+eAMBq/fu0re7dH+LAgd8IDw9zcZY5h91u5+GeQ7mSYlLhKZc5fPgYACXK13BzJiKOpcKTiLhFdiZ0aIqeiIiI+xUrWw2ABQuW3HQi14wZ8zD9T0Mid08Gc3YMZ6x35UoiZe5pgt2WQZcHW3vkfXvqa+ftMfr1G47ZbCEsb0FEchL1eBIRt8jOVDtN0RMREXE/wzAY2a0KPmY7CQlXbjqRq3XrpiQnp/D++695/XQx90y1g+/+sLJh9Q989HJfj7xvT33tckIMs8XC5CV/IeIN1ONJRDxadiZ0aIqeiIiI+5lMJgrEFKN06ZK3nOpVpUoFqlev8rfj/8sbpou5a719h05yOdlEqcJ5PPa+PfW18/YYAQH+FIgpjkhOox1PIiIiIiKSJZ+99QwkHmflynm3PTch4QoBAX74+vq6ILOc4fLlK1SqdB8vfPAN4VGlaF4pnZAAd2clrlK33oPkL1aD7k++5u5URLJEO55ERERERMShImOKc+jQkSyd26/fMHr1GuLUfHKaPHlCWLjwczo0zIe/FdYf8HF3SuIihmFw7Ohx8hUs7O5URBxOhSdxKTV4zn30PRcREck5ImOKcf78eSpWbHDb5srDhg2kSJFYr2zynJ1zK1Soz8CBo7DZbACMHz+Jli27Zp7bqVMvFi9eAcCnn35BpUoN/3G9SZOmYBgG1apVIm94MBdO7ub4qQseed+Oeu28LWdnxvjww6kkJiZy9uQRRHIaPWonLqUGz7mPvuciIiI5x7GDO3ljcBuAbDVXjo4uwO7da/923JObPP/vscTEJGrWbMbp02eJjY2iatWKtGvXinHj3ub48VMAbNu2iqJFCzNnzteMHfs6ly5dplChaBo2rEOHDg/QpEkDihWrzqVLl4mNjWLnzjU3rBcYGECLFo2ZPv09LifDtxvS2bjqa9YtmeJ1DbI9cT1Pj1GmTB3Onj1HnvD8vDl7MyLeQI/aiUdSg+fcR99zERGRnCMyuhgAERFhWWqu3Lv3wwA0btzwhuOe3uT5/x8bP34SGRk2ChWKZujQAeTLl5eAAH+GDOlPbGwUr7/+HEWLXntEqkePjrzwwvDMGB99NIEmTRoA0Lfvo4SFhTJ06AAMw2Dbtp2Z6z3+eDc6d36QDBus2+eD1ZzBpu8/97oG2Z66nqfHqFmzGgDNOg5AJKfRjicREREREcmyMY/UpF+fLowZ80yWzr948RL+/v4EBPg7OTPH2rv3AN9//wv9+/fk2LGTXL2aSLVqlRwWf+XKn+nWrR+//rqEihXLAmAYsPGghRMXzDSvlEFo4G0/qkkOsGXLH7Rq3YO6zbvRbdCr7k5HJMu040lERERERBwuJCwvly4lZOlcwzAIDw/zuqITwG+/bWXWrAWYTCZKlSru0KITQLNm97Fo0czMolNycirTvtrC0XMWapewqeiUS5w/f4Gejw2mUImKdOr7grvTEXEKFZ5ERERERCTLfP0DSUxMuu15p07Fcc89Tdi+fZcLsnK8xx7ryq+/LsbX19cp8c1mMw0b1mHfvoMMGfEGny4+RnChOgTbjlE4n90pa4pnsdls9O49jCtXU+gz5l/4WJ3zd03E3VR4EhERERGRLEu8colvvll226leNpudqKgCPPLIQK+aLjZt2mxKlarN1Kmz8PPzc/p6s+YuoWqr4eSJiMIUv4Y29Qu65b411c71Ma49armBXqM/JDxfFCI5lXo8iYiIiIhIlg1uX4b0tBSPnAzmmOli93L27HkiI/Oxb98Gp69XtVoT+r48l5N/7eb1oY28+rXz5PU8MQZAu8dG0bLrk4h4I/V4EhERERERh4suWgZfX9/bTvU6ffoMtWtX97rpYqNHD6ZgwfyMHv20S9Yb/HRv1i6dRuV7W3D+qslt962pdq6L8eijnTGZTMQUK0vzzgMRyem040lERERERLJszofPcfn0Dn75+ZtbnvfVV4sZMeJlNm/+gfz587ooO+9kN2DFHz6Y7Cm0usfH3emIEyUnp9C8eVfOXkhk9HtLCAwOdXdKIndMO55ERERERMThfP0DstRcvEOH1uzYsdqrik579hygXr02HDjwl0vXNZsgKP0vElID+W2ba9cW1zEMg+HDX2L/gb/o+9zHKjpJrqHCk4iIiIiIZNmZ44c4/NeR2zZX9vHx4euvl1CxYgM++ODTG2J4WpPn68eDggKIiAijffueLm9MvXfnVgAi8uZz+X27I4Y35ny3Mb75Zhlz537DPfXbMGVcH9Ysm4VIbqBH7UREREREJMuGda5EcuLlLDVXrlSpISdOnCYwMICTJ3dkHve0Js+e0CC7VoOmPDFmGi0rpxMWZHj0fXvaa+ctMQYOHMWGLQe5knCBC2dPEhEZw2sz1iPirfSonYiIiIiIOFz56vcBZKm58tChA8ifPy9DhvS74binNHn+/8e3bdtJ376PuqUx9YNtWwOQlprs8vt2RwxvzPluY+zZe5DoomVp0XkQEZExtOg8CJHcQDueREREREQkyzb8uICZk4Zz9uyfWK1Wd6fjULVqtaBu3Zq89954l6+95MddJAbdQ8NiZ4guGO7y9cW57HY7hQpVo2X3ITTr2P/2F4h4Ae14EhERERERp7HZ7Fk+d8+eAzRp0pG4uLNOzOjuLV06m+HD3bMLpVKVygBE5g9zy/riXCdOnCYpKYmowqXcnYqIy2lWp4iIiIiIZNn5uOPkj8yPv79flq+Jji5A4cIxXL58hYIFI52Y3d2JjMzntrXTbWDCwGI2uS0HcZ59+w4CqPAkuZJ2PImIiIiISJbFnz5C8WJFsnVNaGgePvvsA0qXLuGkrO6OYRh069aPpUu/d1sO27bvIS01CZPqTjnSvn0H8Q8IJDx/jLtTEXE5FZ5ERERERCTLzp0+SokShbN9XUZGBuvXbyI1NTXL5584cRqAZct+oHr1ply+fAWAP//cz6lTcVleOy0tjcTEJG7W3jY5OYWIiDBCQoKzHNPRLFY/7BlpbltfnMdut7N583aiCpXEbNZHcMl99LdeRERERESyLP70EYplc8cTwN69B3nggR5s3LglS+dPmPABLVp0ITk5hUKFomnfvjV58lwbdDR8+Eu88MIE4FrR6OWX3+LKlas3jfXVV4uJja2C3X6tL1WfPkMZNGhU5td9fCz8618Tue++utm+L0cpVqIEeSPysGPHbtLSbl+AysKMKHEzwzD48cc13HdfBxYtWkHlOi3dnZKIW6jwJCIiIiIiWZJ0NYErCRcpXjz7hacKFcrw00/f0KDBvVk6f8CAx5g0aRwBAf5UrlyBF14Ylvm1Tz+dxNixQwE4c+YsM2fOZ9euvTdcbxgGr746iQMH/qJevVpMnfouFosFgAceaEaLFo0AmDLlMxo0eJCLFy9l+54c6VKiifSUq9x3X3sOHDgMwJIlK5k6dTYA586d55lnxnL8+CkAnn56DKNHj3NbvnJrmzdv58EHH6Vz596kGkGMeGsBLbs+6e60RNxChScREREREcmS+NPHAChWLPuP2plMJqpVq3TbR43mzVvIpUsJ5MuXN7M49P/FxkZlFr+KFi3Mn3+upU6dGjecc/r0GebPX8TJk6cpWrQwHTu2yfxahw6tadeuFQC1at1DcnIK/fuPyPY9OVKgr4GPfzArV86ndOniAGzbtotfflkHgL+/P5s2befw4aMA3HtvdapVuzYJ7+zZc0yfPsc9icsN4uPP8+ijT9KsWWeOnLzEoJemM3TiV5SoUNPdqYm4jabaiYiIiIhIlsSfOgLcWeEJ4MiRY4wZ8xoTJ75EoULRf/v6+fMXGDv2da5eTaRPn4ezHNff3w+bzcbLL79F9epVaN++FdHRBdm69Ud8fG79kad69Sp89NGbxMQUzPb9OFLR/HaOnLNSouI9WK3XHqN78cXhmV8PDg5i3bqlmP7TffyRRzpnfu3XXzfy6quTaNu2Bfny5XVt4nKDN9/8kJ9/+Y3Hhk+i1v3tMf9nl51IbqYdTyIiIiIikiXxp48QHh5OWFjoHV0fHh5GYmISly5d+sev580bwbp1S+ndu0e2Y5vNZuLjz3Pu3AUOHTpCfPx5rFZrZqHmVho2vJcSJYqSmprKwIGj2Lv3QLbXv1uRoQZ+PgYnL978I9rN7qVDh9Zs2rRSRSc3S05OYf5XS6jf+hHubdJRRSeR/9COJxERERERyZL4U0cpdgf9na4LDc3D4sVfYLfbOXfuPPny5SU9PZ1u3fpjtfowffp7FCwYeUexTSYTU6ZMxGQy0a1bPy5eTGDlyi+zFePy5avs33+I8+cv3lEOd8NsAj8r2Ox3cK3ZTL58eUlKSsZsNuPv7+f4BOW2Fi9eyZXLl6nXoqu7UxHxKCo8iYiIiIhIlpyLO0LVcnf2mN3/GjbsRbZv38UvvyzEarUSGZmPli0b3faxuNu5viNoypSJnD59NtvX58+flx9++Aqz2YxhGGzduoPq1avcVU7ZYbUYXEq6/Q6tf3L58hWKFLmHadPe46GHHnBwZmIYBgcPHubs2XPAf/+u/e8/p06bTdmqdckfdefFWZGcSIUnERERERHJkvhTRynWuvZdx3niie5cuXI1889TpkwkKSkZX1/fu44N1x7pCw8Pu6Nrrzc/X7x4Bb16DWHjxu8oVaq4Q/K6nbLRNtbttxKXYKJgqJGta0NCgvnkk7epUaOqc5LLZex2O3/+uZ/16zexbt3vrF+/mXPnzt32uj7PTnZBdiLeRYUnERERERG5rZTkRC5dOEuxYne/m6NKlQp/O/bQQ09QtWoFJkx44a7jO8KDD7Zg4cLPM4tOhmFkqV/U3YiNMMgbbOePoxYKVMogO8uZTCa6dGnnvORyuIyMDHbu3MP69ZtYu/Z3NmzYTEJCAj5WX4qVqUKNJl0pVele8kbGZl5jYIBxrUBoGAYWH6t2O4n8AxWeRERERETkts7FHQOg+F30eLqVgQMfI2/eCKfEvhNms5kGDe4FYN68hfz442qmTJmI1Wp12pomE1QrauPHXVaOnDNTLH/2Gj79+utGUlJSadbsPidlmLPYbDZmzpzP8uWr2LBxC4lXr+Lr50+xsvdQv00vSleqTdEy1fD183d3qiJeTYUnERERERG5rfhTRwAoXvzuezz9k3btWjklriMEBvoTFhZ61z2osiJfiEFshJ2dxywUirDjk43BaJ9//iUXLlxU4SkLduzYzeDBz7Njx27KVWtA046DKFWxFkVKV8HH6phHPkXkGhWeRERERETktuJPHSU4JMQpu5ImT55Ow4b3UqlSeYfHdoS2bVvStm1LAH7/fRsxMQWJiYly2npVCmew/A8r++PMlI/J+q6nf/3rTafuyMoJEhOTmDDhA6ZMmUFU4VKMeOcbipe9x91pieRoKjyJiIiIiMhtnTn5F8WKFXF4n6Pk5BQ+/fQLwsLyeGzh6Tq73c7w4S9SvnwZPvnkbaetExIAJQvY2XPSQqmCdqxZ3PXkqObsOdHFi5dYtepXxo2bxJmz53jw0RE0fagvFh8V6kScTYUnERERERG5rfhTf1GlbDGHxw0I8Gfbtp+w2WwOj+1oZrOZ+fOnEhgYCMCcOV9jMpno3v0hh69VLtrGwTgzR+LNlCqYtV1PhmHQtWtfmjdvRJ8+D5OUlMyZM9cawsfHn+f99//N8OED73jinzdJTExi48YtrF69ntVrNrJzx24Mw6D8PQ3o+/IcNQEXcSGzuxMQERERERHPd+bEIUqXLu7QmBs3buHbb5djMplc0j/JEaKiChAaGgLA5s1/8NtvWwFISkqmQoX6/PDDaoesE+gHMREGB+PM1wen3ZbJZMLX15cmTeoD8MILE+jffwQAu3btYdGiFQ7JzVPt33+IN9/8kFatelCsWA06derFF7MX4x9Rkkeemcj4z9bx9PhZKjqJuJh3/NddRERERETc5urli1y+dIGSJe++8JSRkQGAj48PCxYsYd++g3To0Pqu47rDpEnjMv89PT2dHj06UrRoIQC2b99FiRJFCQkJvuP4xfLb+HWflasp1x6/y4pp097N7PPUpk0znn66NwCNGtVn27ZVXlPgy46MjAzef/9TJrz5IX7+gZSseC8P9XmeMlXqUrBQKYc/Hioi2ZPz/qsjIiIiIiIOdebEIQBKlbq7wtOVK1dp2LAtzz77DF27tuOVV0YRGJjFioqHCw3Nw9ixQwGw2Wz06vUMDRvW4b33xt9xzMhQA5PJIC7BTEhA1h638/Pzy/z3Ro3q3/A1Hx8fBgwYyf3316Nbt/Z3nJcn2b//EAMGjuaP7Ttp2rE/bR4ZitXqd/sLRcRlVHgSEREREZFbOnPiECaTiRIlimb72kuXEvjqqyX07fsIISHBPP54NypWLAtAUFCggzP1DBaLhYULZ2K1Xvu4tXXrDkJCgrNduLNaIMgPElMdt2PH398vMy9vZrPZ+Pjjz3n11UmE549h+NtfazqdiIfy/v/iiIiIiIiIU5058RcxsTEEBPhn+9p5877ltdfeo1WrJsTGRvHMM/2ckKHnKVw4JvPfJ0z4gLS0dBYu/Dzbcex2MDvwSbG72YHlKQ4fPsrAgc/y++9baNSuF+16jsTXP2fsnBPJiVR4EhERERGRW4o7cYjSpe5sot2AAY/Tv/9jubrPzsyZk7lw4SIAu3fv448/dtG1a3ssFsstr0tJg5R0CPDNYnfx20hOTiEpKYm8eSMcEs/V7HY706fP5cUX3yQ4LD9DJ3xJqUq13Z2WiNyGptqJiIiIiMgtxZ/8664m2uXmohNce7wtOrogAIsWfceHH07DbL72UWzPngMYNxlbd+isGZMJiuTLWn+n2/n553WULFmbkydPOySeKyUlJdOpcx9GjnyZmo078txHK1R0EvES2drxlJJ01Vl5iIiIiIiIB7JlpHPm5BFiYztz+fKVbF8/b963zJ37DYsWfeGE7LzPU0/1pk+fR7hy5SpxcWepV+8B3ntvPO3bt8Iw4HqN7lKSie0HfYgOt5OSZCPFAWuXK1eKyZPfJDg4+I6+l+5itxsMHDiKdes20X/sJ5SpVg/DsJOc5D33IJITZbVGZDJuVl7/32ApKRQrVoy4uLi7TkxERERERERERLxfwYIFOXz4MP7+N+8BmKXCE1wrPqWlpTksORERERERERER8V6+vr63LDpBNgpPIiIiIiIiIiIi2aHm4iIiIiIiIiIi4hQqPImIiIiIiIiIiFOo8CQiIiIiIiIiIk6hwpOIiIiIiIiIiDiFCk8iIiIiIiIiIuIUKjyJiIiIiIiIiIhTqPAkIiIiIiIiIiJO8X//7aphVZEo/wAAAABJRU5ErkJggg==",
       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(<Figure size 1500x1000 with 1 Axes>,\n",
+       " <GeoAxes: title={'center': \"Coordinate Pairs from 'finding-features' Meta Data\"}>)"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -92,7 +103,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Identifying Mountains from Geospatial Data\n",
+    "# Identifying Mountains from Geospatial Data I\n",
     "\n",
     "Identify moutains by using the function below. There are currently 2 methods to identify mountains from our data. Both will add a column to our `GeospatialScenario.meta_data` attribute called `mountain` containing boolean values that represent if a data point is in/near mountains or not near mountains.\n",
     "\n",
@@ -102,7 +113,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -115,25 +126,56 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Convience Plotting for Binary Classifications\n",
+    "# Identifing Mountains from Geospatial Data II\n",
+    "\n",
+    "We do not need to provide a `kdtree` when we call this method. We can provide a `kdtree` if we create one first with `pvdeg.geospatial.meta_kdtree` but it will work without supplying it.\n",
+    "GeospatialScenario will create a kdtree internally for us. So the method can simply be called as shown below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# this will work without running the above cells to create a kdtree or the cell directly above where we utilize the created kdtree.\n",
+    "features.classify_mountains_weights()"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Convenience Plotting for Binary Classifications\n",
     "\n",
     "the `plot_meta_classification` method allows you to plot your data with respect to a boolean classifier present in the `scenario.meta_data` dataframe columns."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": 9,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(<Figure size 1500x1000 with 1 Axes>,\n",
+       " <GeoAxes: title={'center': 'Geographic Points with Proximity to mountain Highlighted'}>)"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
     }
    ],
    "source": [
@@ -152,7 +194,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -170,20 +212,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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ZmJhIXbp0iVf+/v17ydjYOF55oUKFJBsbm3jn6NGjRxPsD0EQBOHXEbfaCYIgpIOgoCCARGczqlChAhYWFuqfuFtxPn36xMmTJ2natCnBwcH4+/vj7+/Px48fqV69Ok+ePOHt27dAbMLi4sWLU7ZsWXW9BgYGdO3alRcvXqhvSzp8+DB2dnbqUTAQm8OkS5cuicatra1Nhw4dEpTr6uqq/46Lzd3dnbCwMB4+fBhvWQ0NjXi3CWlpadGtWzf8/Py4fv16vGU7dOgQL29P3Aib58+fJxofwM6dO5HJZIwbNy7BY19PD56Y0NBQ9b53cXFh5MiRlCpVSn2rxsGDB7G2tqZFixbqdTQ1Nenbty8hISGcOXPmu218navI3d2djx8/qs+LbzExMeHy5cv4+Ph8d9mv27hx4wahoaFA7C0vtWrVolChQpw9exaIHQUlk8ninTcpZWBgEG80jpaWFsWLF//mMfvS0aNH1fu/YMGCbN++nTZt2iQYOdKoUSMsLCzU/797945bt27Rvn37eCOEChQoQNWqVePdQmdtbc2iRYs4duwY7u7u3Lp1i9WrV2NkZJSsGDt37qz+W6FQ4ObmhiRJdOrUSV1uYmJCrly5kr3dX8uZMyclSpRg06ZN6rJPnz5x6NAhWrVqlaxz+WsxMTEcPXqU+vXrkz17dnW5jY0NLVu25Ny5c8k6B5s0aYKxsbH6/7hRUq1bt46XeLtEiRJERUWpX5eOHz9OVFQU/fv3j5e7rkuXLhgZGSV6K3By/chrRRyFQqFeV6VS8enTJ5RKJW5ubt+8hfVLP/Oc1tHR4dixY4n+fI+Pjw93796lbdu28d5PypcvT/78+RNdp1mzZpiamsaLFZK3r750+PBhSpUqFW9EWJYsWWjVqlWiy7u6uqrbArCwsEj2c+TYsWMEBATQokUL9Xufv78/CoWCEiVKqEfpxr0OtGvXLt45WrVqVVxdXVO0fYIgCELqEbfaCYIgpANDQ0MAQkJCEjy2bNkygoOD8fX1jfcB/unTp0iSxJgxYxgzZkyi9fr5+WFnZ8fLly8TvWUm7paFly9fki9fPl6+fImzs3OCD7EuLi6J1m9nZ5doAuf79+8zevRoTp48meCDVmBgYLz/bW1t0dfXj1eWM2dOIDZ/ScmSJdXlDg4O8ZaL+7D0+fPnROOD2NvibG1t43U+pISOjg779u0DYjvasmXLFu8WjZcvX5IjR44ESd+/3Lff863t+l7nx8yZM2nXrh329vYULVqUWrVq0bZt23gdCYlxd3dHqVRy8eJF7O3t8fPzw93dnfv378freHJ1df3hfQeQNWvWBOeTqakpd+7cSdb6JUqUYPLkychkMvT09MiTJw8mJiYJlsuWLVu8/+P2e65cuRIsmydPHo4cOUJoaKj63GvevDkbN27kwIEDdO3alcqVKycrPkh4/IyNjdHR0cHc3DxB+cePH5Nd79fatm1L7969efnyJY6Ojmzfvp3o6GjatGnzQ/V9+PCBsLCwJPeRSqXi9evX5M2b95v1JLb9QIJ8dHHlcc/XpI6RlpYW2bNnT9ZzJ7kxJee14kvr1q1jzpw5PHz4kOjoaHX51+fZj7T/vee0QqGgSpUqyWrna3H7LLHXbBcXl0Q7zn52X33ZdqlSpRJtNzFftxvXdnLaffLkCQCVKlVK9PG4fRy3P3LkyJFgmVy5ciW7I1EQBEFIXaLjSRAEIR0YGxtjY2PDvXv3EjwW12H0dWJWlUoFwODBg6levXqi9SZ1wZ9avhzZFCcgIIDy5ctjZGTExIkTcXZ2RkdHhxs3bjBs2DB13D9CoVAkWi5J0g/XmZw2f/RDYEraSExytqtp06a4u7uza9cujh49yqxZs5gxYwaenp7fzKHk5uaGjo4O//77Lw4ODlhaWpIzZ07c3d1ZvHgxkZGRnD17Vp3/60f97DEzNzdP1v5P7FxMiY8fP6qTzXt5eaFSqZI9g2Ri25gW52rz5s0ZMGAAmzZtYuTIkWzcuBE3N7dEO45+paS2NTX3QVIjumJiYlJ9/2/cuJH27dtTv359hgwZgqWlJQqFgmnTpqnzu31PerxW/aj0ivVn2o17H9mwYQPW1tYJHv9ypJ0gCIKQ8YhXaUEQhHTi4eHBypUruXLlCsWLF//u8nEjWjQ1Nb/7wdzR0ZFHjx4lKI+77c3R0VH928vLC0mS4n3Q+3rmuG85ffo0Hz9+xNPTM14S5bhZyL7m4+MTb+QJwOPHjwGSnIEpJZydnTly5EiCpMypxdHRkTt37iToqPh63/6sb91KZWNjQ8+ePenZsyd+fn4UKVKEKVOmfLPjKe6Wt7Nnz+Lg4KC+5cXd3Z3IyEg2bdqEr69vkomwkxNXeorb70md9+bm5vHOuV69ehEcHMy0adMYMWIEc+fOZeDAgb8s3jjf2p9ZsmTBw8ODTZs20apVK86fP8/cuXN/uF4LCwv09PSS3EdyuTzBqKXU9OUx+nKEXlRUFN7e3vFe10xNTRPMdAexI1q+N7ovKUnt6x07dpA9e3Y8PT3jLZPY7boZTdw+Tew1OyWv4z/admq3m9QxikuOb2lp+c33v7j9ETdC6kuJnfeCIAjCryFyPAmCIKSToUOHoqenR8eOHfH19U3w+NffAltaWlKhQgWWLVvGu3fvEiz/4cMH9d+1atXiypUrXLx4UV0WGhrK8uXLcXJyUue6qF69Om/fvmXv3r3q5SIiIlixYkWytyPuW+wv442KimLx4sWJLq9UKlm2bFm8ZZctW4aFhQVFixZNdrtJadSoEZIkMWHChASPpcY3+rVq1eL9+/ds3bpVXaZUKlmwYAEGBgaUL1/+p9sA0NfXT/DBOyYmJsGti5aWltja2hIZGfndOt3d3bl8+TKnTp1SdzyZm5uTJ08edQ6lL3OwJBUXkGinQHqysbGhUKFCrFu3Ll5s9+7d4+jRo/Fmq9uxYwdbt25l+vTpDB8+nObNmzN69Gh1B+iv9L392aZNG7y8vBgyZAgKhYLmzZsnu96v61QoFFSrVo09e/bEG1Hp6+vL5s2bKVu2bLLzXP2IKlWqoKWlxfz58+M9F1etWkVgYCAeHh7qMmdnZy5dukRUVJS6bP/+/bx+/fqH29fX10/w/IHEX8MuX74c7/Uzo7K1tSVfvnysX78+3q3bZ86c4e7du2nadvXq1bl48SK3bt1Sl3369CleXrKUSur5UL16dYyMjJg6dWq8WyHjxL3/ffk68OWxPnbsmDq3oSAIgvDriRFPgiAI6SRHjhxs3ryZFi1akCtXLlq1akXBggWRJAlvb282b96MXC6Pl19o0aJFlC1blvz589OlSxeyZ8+Or68vFy9e5M2bN9y+fRuA4cOH888//1CzZk369u1LlixZWLduHd7e3uzcuVM9Uqdbt24sXLiQFi1a0K9fP2xsbNi0aRM6OjpA8ka3lC5dGlNTU9q1a0ffvn2RyWRs2LAhyU4eW1tbZsyYwYsXL8iZMydbt27l1q1bLF++/IenUv9SxYoVadOmDfPnz+fJkyfUqFEDlUrF2bNnqVixIr179/6p+rt27cqyZcto3749169fx8nJiR07dqhHo8Tl7/pZRYsW5fjx4/z111/Y2tqSLVs2cuXKRdasWWncuDEFCxbEwMCA48ePc/XqVebMmfPdOt3d3ZkyZQqvX7+O18FUrlw5li1bhpOT03enHHd2dsbExISlS5diaGiIvr4+JUqUSHYunLQ0a9YsatasSalSpejUqRPh4eEsWLAAY2Njxo8fD8TmQevRo0e8c2HhwoWcOnWK9u3bc+7cuWTfcpca4jpb+/btS/Xq1RN0Lnl4eGBmZsb27dupWbMmlpaWya736/MnLn/WsWPHKFu2LD179kRDQ4Nly5YRGRnJzJkz02Qb41hYWDBixAgmTJhAjRo1qFu3Lo8ePWLx4sUUK1YsXk67zp07s2PHDmrUqEHTpk159uwZGzduVI98+RFFixZl69atDBw4kGLFimFgYECdOnWoXbs2np6eNGjQAA8PD7y9vVm6dCmurq6J5uHLaKZOnUq9evUoU6YMHTp04PPnzyxcuJB8+fKlafxDhw5l48aNVK1alT59+qCvr8/KlStxcHDg06dPPzQ6slChQigUCmbMmEFgYCDa2tpUqlQJS0tLlixZQps2bShSpAjNmzfHwsKCV69eceDAAcqUKcPChQsBmDZtGh4eHpQtW5aOHTvy6dMnFixYQN68eTPF8RQEQfgt/dpJ9ARBEISvPX36VOrRo4fk4uIi6ejoSLq6ulLu3Lml7t27S7du3Uqw/LNnz6S2bdtK1tbWkqampmRnZyfVrl1b2rFjR4LlGjduLJmYmEg6OjpS8eLFpf379yeo7/nz55KHh4ekq6srWVhYSIMGDZJ27twpAdKlS5fUy5UvX17Kmzdvottw/vx5qWTJkpKurq5ka2srDR06VDpy5EiCabHj6rh27ZpUqlQpSUdHR3J0dJQWLlwYr764KdK3b98erzyxqcTbtWuXYIpspVIpzZo1S8qdO7ekpaUlWVhYSDVr1pSuX7+eaPxf1qWvr//NZSRJknx9faUOHTpI5ubmkpaWlpQ/f/54McUhianXP3z4EG+5NWvWJJh+/OHDh1K5cuUkXV1dCZDatWsnRUZGSkOGDJEKFiwoGRoaSvr6+lLBggWlxYsXfzdmSZKkoKAgSaFQSIaGhpJSqVSXb9y4UQKkNm3aJFjn6+nrJSl2+nVXV1dJQ0Mj3vFI6hxJ7BglxtHRUfLw8PjmMnHnwKxZsxJ9/Pjx41KZMmUkXV1dycjISKpTp47k5eWlfrxhw4aSoaGh9OLFiwTbBEgzZsxQlyX3+CV13ny9PxI7f5VKpdSnTx/JwsJCkslkCaawlyRJ6tmzpwRImzdvTnynJCKx8yfOjRs3pOrVq0sGBgaSnp6eVLFiRenChQvfrTOpfZ/U8zXuvL569Wq88oULF0q5c+eWNDU1JSsrK6lHjx7S58+fE7Q3Z84cyc7OTtLW1pbKlCkjXbt2LcH5mJLXipCQEKlly5aSiYmJBKjPSZVKJU2dOlVydHSUtLW1pcKFC0v79+9P9Lz9med0Yr73mgNIvXr1+uZ2SZIkbdmyRcqdO7ekra0t5cuXT9q7d6/UqFEjKXfu3AnWTey5k9R2fcnR0THeeSRJknTz5k3J3d1d0tbWlrJmzSpNmzZNmj9/vgRI79+/j7duYs/txF5fVqxYIWXPnl1SKBQJ3kNOnTolVa9eXTI2NpZ0dHQkZ2dnqX379tK1a9fi1bFz504pT548kra2tuTq6ip5enom+3VIEARBSH0yScqAWQ8FQRCEdDV37lwGDBjAmzdvsLOzS7V6K1SogL+/f6JJ1QVBSNyAAQNYtWoV79+/R09PL73DETKJQoUKYWFhwbFjx35pu/3792fZsmWEhIQkmVBcEARB+LOIHE+CIAh/uPDw8Hj/R0REsGzZMnLkyJGqnU6CIKRcREQEGzdupFGjRqLTSUhUdHQ0SqUyXtnp06e5ffs2FSpUSNO2v37/+PjxIxs2bKBs2bKi00kQBEFQEzmeBEEQ/nANGzbEwcGBQoUKERgYyMaNG3n48OFPJYgVBOHn+Pn5cfz4cXbs2MHHjx/p169feockZFBv376lSpUqtG7dGltbWx4+fMjSpUuxtrame/fuadp2qVKlqFChAnny5MHX15dVq1YRFBTEmDFj0rRdQRAEIXMRHU+CIAh/uOrVq7Ny5Uo2bdpETEwMrq6ubNmyhWbNmqV3aILwx/Ly8qJVq1ZYWloyf/58ChUqlN4hCRmUqakpRYsWZeXKlXz48AF9fX08PDyYPn06ZmZmadp2rVq12LFjB8uXL0cmk1GkSBFWrVpFuXLl0rRdQRAEIXMROZ4EQRAEQRAEQRAEQRCENCFyPAmCIAiCIAiCIAiCIAhpQnQ8CYIgCIIgCIIgCIIgCGki2TmeIiIiiIqKSstYBEEQBEEQBEEQBEEQhExCS0sLHR2dby6TrI6niIgIrGwdCPr8IVUCEwRBEARBEARBEARBEDI3a2trvL29v9n5lKyOp6ioKII+f2Dq+kvo6BmkWoAZzb71czi1dw1durTmyJEzvHr1Gg1NLZTR/x/pZWNjQ2hoKEFBQZhb2VOgZFUKlKyKvUs+ZDJZOkafuh7fuYj3w1uYmFlhamGDqbktJubWhIcEcumEJ5dP7OCz/3vy53eldevGNG1aD7n899l+QRBSLlIJZx9qEKWUUT5PNPra6R2RIAiJGThwLDt37qeoe21qNO+NmVXWVK0/JkbJ9qXjuXJqNwAGBvrYZbUj4HMggYGBREREqJd1yubIsaNb0dLS+madgYFB7N9/lA0bdvLgwSPyFq1ArZb9sHHMkWBZlUrFCc8VHN66EEmSkMlk2DvY4+LsgItLNrJnd8TZ2Qln52xkyWJK3OVbUFAIhw+fYNeuQ1y8eBW5QgPXIuWo32E4phY2qbZ/MpLnD26wfHI3lNGR7NmzngIFXFO1/qVL1zFnzhL1XRNubkWoWbMiNWpUJGtW21Rta8+ew/TtO5L2g/+mQMmqqVq3kLjr/+5n0/zhNGjowaSJwzA0/H0/J/4MpVJJkyZd8H75ngEzt2NgnCW9QxIyMEmSCA8JIsD/HQEfffn88R0B/r4E+PsQ8PE9gR99+ez/npgYpXodTS0trK2tsLWxxNbWChsba2xsLLGxsUImk3Hnjhe3bt3j1q37BAYGAmBhbY9T7qJkz1OE7HmKYm7j8EP9GRFhIYxsW5KoqKhvdjwla1a7oKAgjI2N+WvHPXT1DFMcTGaxeHxHCPdh794N6OvrceXKDTw9DyJJEjY2llhbW1GuXElsba05e/YSe/ceYf/+43z8+BEzS1sccxbG3MYBc2sHLP77bWphi0KR7Dsa090nv7fsXDGJG+cPYWRsRFBgULzH5XI52traNG5chw4dmlO4cP50ilQQhIwoPApO3NMEGVTJG43Otz9LCoKQDooXr4ld7jI06zExTeoPCwlk/ujWyAFdQ1P0DIzRNzRB39AEPUMTDAxN0TM0RhUTw4qpPRg5sh8DB3ZPUE9UVBTHjp1hy5bdHDl6mhilEtei5ajetDcueYt9N46QwE+8e/UE37fPef/6Kb5vnvHh7XM+vH+NSqUCwNjYmBw5s2NibMS/Zy8RHRVFzvwlcatQj8JlaqFvaJzauyfD+OT3lnkjWhAVEci6tfMpV65UmrTz8uVrhgydyLGjp+OVFyiQlzp1qlK7djVy5XL56S9wJUmiZcseXLxyh7FLT6Bn8Pseu4zk8klPti4eg6VFFlaunIObW6H0DinDiImJYe/eI8yatZgnT54zYOY2sucukt5hCb8BlUpFcIA/Af7v+ezvw6cP7wjwf8dn/3fqDqrPH/7fOWVokgWnnIVwzFkIp5wFccxZEAMj01SJJTwsmIGN8xEYGIiRkVGSy4mOpy/sWTeTo9uXIEkSSe0WhUJBw0a1GTigG7lz50CpVHLp0nX27z+Kl9cTvF+8xuetj/qCJs7gWTtwTsZFUlpQqVSEBQcQFOBPWEgg1lmdE/S0R0dHcsJzJYe3LsDIyIDJk4bRpEldoqKi8PF5z+vXPrx544MkSdSuXR1j49/3PBDSzqJFqzl58iw7d65J71CENBQSAcfvaaKjKVEprxKtzNP3Lgh/BAfHolRp3ItqjRN29vxqO5ZP5MKRzVy9egQ7OxskSeLq1Vts3bobT8+DBAQE4OCSj+IVG+BWvi7GWSx/us3oqAj8fF7i++bZfz/PCfrsR+7C7hSrUA9T899zdNPXnty9zMIxbVGplNSqVYUOHZpTrlwp5PLUn3tIkiQOHTrB0KGTePvWB1vHXFjYOvHo9jkiwkJxdslO3TrVqF27KoUL5//hTihPzwN06tSf0YuOYJctdypvhZCUD+9esnZWP14+ucPw4X0ZMKAbCoUivcNKNzExMXh6HmDW7CU8efyUPEXcqd16oOh0En4pVUwMwYH+KKOjyWJpl2Z3Z4mOpx8U+MmPe1dPIpcr0DMwRtfACD0DY/QMjNHS0uHqmT2c8FzORz8fcufOSdWq5ahatTwlShRRDxP/9OkzmzbtZNWqTbx8+QaAkQsOYO+c75dtx8HN87hz6ShBAf4EffaPNxQPwNbBBafcRXHJWwxtXX32rpuJ//tXdOvWjmHDemNk9HsfZyF9HDlyinv3HjJoUI/0DkVIYwFhMk7e08BIT6JCHiUaf+71pyBkKKGhYWTNWpAOQ+ZSvGKD9A6H8NAgJnStSOlShShYwJUtW/fywvsFWSxscKtQnxKVGmLrmDO9w/xthQYHcPmEJ+cPb8bn1ROcsjnRvl0TWrZshIWFWeq3FxrG7NmLWbhwFWZW9jTsPBoZMm5dPMzdy8cIDvyMra0tdepUoXbtapQsWRQNjeR9eyFJElWqNiUoQoOBM3f8VikwMoMYZTT7N83lyLZFlCzpxvLlc8ia9c/oxI2jVCrZvn0vs2Yvwfv5C/IVq0jNFn1Fh5PwWxMdT2lIGR3FncvHuHf1FA+unyHgkx/6BgaUcy9JQEAgV6/eRKlUYp01O7mLlKNY+bpkz1P0l8V349wBVkztScOGHri4ZMPCwhxLSzMsLMwxMjLEy+sRly5d5+LF6zx8+BhJkihTpgSzZo0jT56EuRIEQRB+hH+wjNNeGmSzUFE0e0x6h/NbU8bEdvZ9DpURFiXDzECFpZEkRpsJAERHR/P+/Qd8fN5z//5DBg0aR/9p/5CrYOn0Dg2AC0e3sWHuEHT09ClcuhbFKzUgZ/6SyFMwYiI0OIDoqEhkMhkyuTz2t0yOTCaPzUH53/9aWjopqvdPIUkST+9f5dyhTdw8fwhJUlGndjU6dGhOmTLFU30U1MOHTxg8eALnz1+maLnaNO48BkNTc57eu8Kti0e4c/Ewnz68J0uWLNSqVZmaNStRvHhhzM2T7gz799+L1KvXll4T1pKvWMVUjVdIvsd3L7Fudn+UUaHMnzeZevVqpndIaS4qKootW3bz11/LePnyFQVLVaNm87445hApSYTfn+h4+kVUKhVvvb24d+00D2+eRVfPkDxFy+NapDwWNg6/PJ7AT75M7lmNiuVLsG7dgu9+2xMYGMSrV2/Jly+3+GZISHMfPnwkJCSEbNkc0zsU4Re5/0bO/TcK6hWNRlszvaP5fahU8NxPjl+QjIAwOUHhAF+/hkuY6ktYGklYGqkwN5TEMfgD3L59n02bdvL27Tve+vji4/Me/w/+8VIIGBiZMnrxEYyzWKVjpP8nSRLPH1zHPntetHR0U7RuaHAge9bN5NyhTUmmSfhStlyFGPr3nh8N9Y8QEvSZyyd2cv7wZt69foaZmRkVK5amYsUyVKhQBltb61RpR5Iktm3by+jR0wkJC6dms75UrN8BTU1tVCoVr57c4daFI9y+eIj3b7wBsHewp5hbAdzcClK0aCEKFHBFRyd2Jou6ddvy8l0ww+ftF9e06Sw0OJDNC4Zz49xBWrduwvTpo9HX10vvsFJdZGQkGzfu4O+/V+Dj40PhMjWp2bwPWbO7Ipep0JSrErwzC0JmIgHRKjkqKekvH0TH0x9IkiQWjWuH38v7XLx4ADMzMWOCkLGMGzeT/fuPcv368fQORfhFXn+Ucf6xJvWKRqH7GyQa9w2UIQFZ9NNvNNGnEBlXnyv4HJryEQj62hIVXaMxSHrSESGTioyMZNasRcyduxwTc2ts7HNgbGaNiblN7Ay15jb//W2NnoFRpv9gLkkSV0/vwXPlJJTREQwf1pucOZ1RqVTqXJ0qlUr9/+fPgcybtxylTI9Ri46md/iZQtwoqPtXT/Ho1llePr2HJEnkyOlC5UqxnVBlyhTHwED/p9oJDAxi6tR5rFq1CXNrexp2HkP+4pXV56gkSXz0fY33o1u8eHSLl49v8erpPaKjItHU1MQ1b27y5HZhy5ZddBm5mCJlPVJj84WfJEkSF45uZfuy8djZWbNq5V8UKvTr0o6ktS1bdjFh4l/4vvfFrVwdajTv899twRI2emFY6kejEDN+C7+BGJWEX6gm78L0SPglp+h4+uOEBH7in0WjuHHuIFu3rqBatQrpHZIgJPDq1Rs+fQr4rS48hG+7+0rBMz859d2i0zuUVBERBacfaBAQJsNET8LcMO5Hhb42pOVneWUM3H+j4KGPHCmZ36Eq5BLGehImX/yYG0mIa+Hfy40bd+jZawTPnnpTo3kfajTtiULj9x3e5ufzgq2LR+N14yz16tVk6tSRSY7Cef/ejyVL1rJq9T9ERUXTsNMoKtRp90vjlSQJn5ePuXflBJrautjYu2Bl74ypuU2m6gAMCfzEw1vneXDzLI9vn8Pf9y0ampoUL1aYihXLULFiGQoVyvfDSaUfPHjCiBFTOHPmPHmLlqdRlzHYOCSeAkIZHcVb74d4P7oZ2xn15BYGhqYMmLkjTZKjCz/u/ZtnrJ3Zl7cvHzFm9AB69+70WxyjUqU9eP8hiH5TN2Od1VldbqMXip1RDGbm5mhq62aq57ggfE2SJKIjw/no78/bIAXvwhJ+0SA6nv4gdy+fYNOCYcikaP7+ayL16//+91ILgpA5XHqqIDBMRvUCyu8vnElEKeHqMw1ef4p/4ayrFdsBZfFfZ5SJfup08EgS+AXJuPZcg+CIxCvU1pQw1JEw0In9baQb28mkr4PoZPqNRUREMmPGAubPX4G9syut+88ma7Y86R1WmlKpVPSqnQ1jE2OWL5ud5Bdt3t4vmT9/JZs370KhoYm7Rxsq1ev4Q7PivfF+gM+LR+jqGaKjZ4BjjgLfvSVQkiTevnjIjbMHuHXhEO9ePUVfX59opZKoyEgAdPT0sc7qjKWdM9YOLlhndcba3gVLW6cUdxyGBH3m7uXj3L1yHB1dw9g8WQXSZoY6iN0+v7fePLh5loc3z/L4zkXCw0IwNjamfPlS6o4oR0f7FNd76NAJRo6cxus3bylfux21W/VHz8A4TbZD+DWU0VHsXT+bYzuXUa5caVasmIOlpXl6h/VT/vnHk549hzF83n51Lie5TEV+8yCsrSzRT6Wp6gUhIwgN+sx7Xz/u+hsluO1OdDz9AcLDgtmxfBIXjm6lStXyLJg/FWvrn59mWBDSyr//XuTpU286dmyZ3qEIv8jT93KueStwNFfhZK7CVF9C5ze45U6SwPuDnBveCpSqxHt2NBUS9mYqHM1VWKRglJEkQUgE+AXF5nDyC5QTHv3/lc0NVdiYqDDUAUNdCQNtCU2RRPyPc/XqTXr1Hon385fUatWfao26/dajnOKEBgcyuFkBypQtwZ7d6xKMrrl79wFz5y5j9+5DGBpnoULdjpTzaP1DHReSJHFqzxo8V02JNzuwjYML3UavwCpr9iTXXT65GzcvHMbI2AiPWpWpV68mFSqURkNDg1ev3vDo0TMeP37GkyfPefjf30GBQQAoFBpY2jpimdWFLJZ2GJtaYPTfj3EWS4xMLTAwykLAJ19uXzzC7YtHeXLvMpJKRVG3Qnz48ImXL17+0pkBY5TRvHh0iwc3z/Hw1lm8H91CFRM76sM5uyM5cjjh7JwNFxcnsmd3Int2R3R1k77nNyIikiVL1jJ79mIUmjq0G/Q3ed0qpOk2CGnvwc1zrJvdj7x5srNv34ZMPfJJqVRSspQHuqaO9JqwFgBthZK85qHYZnVAS1vc0y78PqIiI/B584r7/vpExsS/6BQdT7+5x3cvseGvQYSHfGbq1JG0adNEDOUUMrxZsxZy7NgZjh7dnt6hCL+ISortfHr4TkFYZOxrlI5mbNJrE73/fuurMMikI3OCI+DSEw0+hnz74llHU8LBXIWjmYosBlKCW/LUHU2BMnyD5IRHJdwZuloShR1jsDdTpektfULGFh4ewdSpc1m8eA0OLvlo3X82dk650jusX8rr+hkWjWuPgaEBurq66OjooKOtjVwu48GDR5hb21OlYVdKVW36wx/+oiIj2PD3YK79u4+ePTsybFhvwsMjePPGh+49huHz7gND/9qTZOfT3OHNyaIfze7d69DS+n5vuyRJfPjwkcePn6l/Hj1+js9bX3x9/QgMDIy3vFyhQBUTg4amJu7uJalTuyq1alXBysoiNv/V1Vts3bobT8+DBAQE4OCSj+KVGlK6ahN09ZP+YJBawkODeHznEm+8H+D39jkffLzxfetNWEiQehk7OzucnR1xcXHCxSW2Y8rZ2QkHBzs0NWM7Ud+986VLl4E8fv6ecctPoVCIXvbM7tHtC8wd0YIpU0bSs2eH9A7np3h6HqBTp/4Mnr0TZ1c3dBRKXM1DsbN3RFNLO73DE4RUEx0VydvXL/Hy1ydCdDz9OV48usWswQ0pUbwIS5bMSPEwZkEQhF9NkiAkEgJCZXwOlRMQJuNzqEzdwaKQ/5eDSF8ii37sLGwGOmmbMym1qCTw+m/2vuTkXjLQju2EMtCR+BAkwy9ITmhk0uvJZRJ5bFXksYtBQ8wC/0d7+/YdDRp2xNv7FbVbD6RKwy5/7AfxBzfP8erJHaKjIomOjiQ6MgJldBTOed1wK1/3p/fL9uUTObl7FWvWzI+XwkCSJDp06Mex4+cYs+Q4JuaJ55batWY6t8968vDBuZ+KI05kZCR+fh/x9fXDz88fX98PGBoaULVqeYyNk77Qj4qK4tixM2zZspvDR06hpaWDe602VKrfESNTi1SJLbkkSSIk6BN+b57j5/MC37fe+L19jv+72L+jIiMA0NDQwMHRgRwujjg7OxEREcnq1ZvpOHQ+xSrU+6UxC2lj27IJnD+8iX/P7CZXLpf0DueHqVQqypati6RtRr+p/4iOJ+G3lRodT3/m1UomFh0Vwfq/B1Egvyt79qxTfyMkCIKQkclkxN4apiNhbxajLo+Mhs9hsv86pGT4B8l47itHQgNdrdgOKEsjCUvj2FvLMiJJAiNdMNCJHQH1PSGRMrzeJq8HKWsWFYUclWIWOgE/P3/q1mtHYEgUIxccwMYhbW+dyujyFC5LnsJl06x+g//ysyiV8fPTrV69mT17DtFl5OIkO50AsuUqxNHtS/DxeZ9k4vOU0NbWxt7eFnt72xStp6WlhYdHVTw8qvLunS9Llqxl9ep1nNyzilJVm1C1UTfMrR1+Or7kkMlkGBqbYWhshnPeYvEeU6lUBHx8j99b7/9+nuPj84I7+87g5/MKgHtXT4qOp99E/XZDeXD9NN17DOPY0a1oaGTOj6RyuZwBA7rStesgfF4+Jnv2pG+/FYT00sCjKnnzF2Ty9NnpGkfmfJb/wfZumIP/+1d4bt0tOp2ETGfZsnWcO3eZDRsWp3coQgahrQnWxhLWxv8ffBulBP/g2NxGfkEyXvnHdkTly6okb9aMc5tZaCQ881Xw3E9ORHTqBmWsq6JIthisjL87KFn4A3z8+Il69dvxOTCMATO2Y2HjmN4h/fZqNOuN31tvevYazu3b9ylYMC+GhgaMHDWNch5tKFLW45vrO+UqDMD167dTpeMpNdjYWDFx4jAGDuzOypWbWLJkHecO/0NR99pUb9ITu2y50y02uVxOFgtbsljYkrtQmXiPxSij+ej7BqMfSAwvZExaOrq0HfgXswc35O+/lzJkSO/0DumHnT59AUPjLJha2KR3KD+sb4/ObP1nI6PGTaLvgCHq8oP799KhdVN8A5Lxrdp/3PLnpEuPPnTr2ee7y71+/YoDx87gVqyEunz08MHcv3ubXQeOpXxDfnPJ3bdfW71xK5oZIAdk5s3o9gd65nWNE54rGDWyH7lzJz69rCBkZLa21ri6/lm5SISU09IAW1OJQk4xVCugpGGxaPJlVXLvjQaXnioICk+/2CKj4bmfnDMPNNh/QxOvt4pU7XTSUkgUcVJSvaBSdDoJAAQGBtGgQUd83n2k75TNotPpF5HJZLTqO52SlZuwZccRunQZSPPmXbHO6kLjLqO/u76JmRVZLKy5du32L4g2ZUxMjBk8uCd3755m2tRR+Dy5yuRe1Vk8vgMvHme8eBUamljaZUNHN+E03kLmlS13Yao16cnMmYu4fft+eofzQ7y8HrNlyy5qNO+b6dPR6OjosHDuHAICPv/SNiePG/XL2osTFRX1y9tMT6amWTAwTP/zU3Q8ZSLHdi4HwNraCpVKlc7RCELK1alTnREj+qV3GEImo6kB+exVlHBR8j5AzsFbWhy9o8HNFwrefJIREZ30upIEEdGxI6gevJWz74YGe65rcspLwb03ct4HyAiPil0uKRFRsQnST3lpsPuaJleeafAuQJ6sfE7JpaWQyJs1Bo/C0eS0UWXKROtC6gsODqFR4854v3xLnymbsLbPvLlQMiMNTS1a9pnKpNXnmb31Nv2n/UOvSevR1Ereva8OOQplyI6nOHp6unTt2oabN4+zZMksIgNf8/fQprx+ljk7AYTMx6NlP2wdc9Gt+1A+fvyU3uGk2PgJszC3sqdcrVbpHcpPcy9fCUsrK+b/Neuby+3fs4tyJQtjb2mEW/6cLFkwV/1YA4+qvH79irEjh2BlooOVybdfK1u368T1a1c4fvTwN5fbuH41ZYsXxMHKmDLFCrBm5bJ4j08aN4pSRfPhZGNKsYK5mT55PNHR/784nDVtEpXKFmfj+tW4FciFg1Xis5xu2bSeHA5WHD18kNJu+XGyMaVT2xaEhYWxdfMG3PLnJKejNSOHDiQm5v9pIwICPtO7W0dyOlrjZGNKi8Z1ef7saYL2v7Rs8QLc8v//lvm+PTrTrmUTFi/4m/y5nMidzZbhg/uptyOpffvp00e6dWpDwTzZcbIxpXzponju2BqvrQYeVRk9fLD6f7f8OZk7Zwb9enUle1ZziuRzYf3ald88BqlB3GqXiTTqPAoZ0L37YJYuXcfkycMoU6bEd9cT0kd0dDR79x7B2/sV/fp1EbdGAgEBgYSHR2BjY5XeoQiZUDYLFQ5mKl5/lPMuQMbrj3IevYvNlaSpkNBQgKYCNOQSCgVERcfmU4pR/b8XRy6TkIDwKAW+X0wSJZdJGOjEzrKXxUDCSFciODy2jQ/BMkjFTqYv6WhK5LaNwdlKhaZIHC58ISwsnGbNuvLgwVP6Tv2HrNnypHdIfzR9QxNyFSydonWy5SrMka3ziImJQaHIuE9wTU1NmjevT716NahevTkrp/Zg6Nx96Bsm/uFMEFKLhqYWbQf+xd/DmlK4SFWGDulJly6t0dbO+Im5z5+/zLGjp+k4bAEamt+fuTKjUygUjBwzkR5d2tG5W09s7bImWOb2rRt06dCKIcNHU69hE65evsjwwf0wzZKF5q3asnrjViqVLUabdp1o3a7jd9t0cHSibYcuTJkwhkpVqiGXJxwTs2PbP8ycOolpM/8mX4GC3Ltzm0H9eqKnp0ezlm0A0DcwYP7iFVhZ2/DA6z6D+vXEwNCQ3v0Gqevx9n7Ggb27WbNhK/JvvB6Hh4exctkilq3aQEhIMB3bNKdD66YYGZuwafseXr7wplPb5hQvWYr6DZsA0LdHF7yfP2X9PzswNDRi0vhRtGxSj7OXb6Xo89/5c2ewsrbGc98RvJ8/o2vH1uTNX4A27ToluW8jIyIoWKgIffoNxsDIkONHDtO7W0ecsmWnSNFiSba1dOE8ho0aR/9Bw9i3x5NhA/tSukw5XHKkXf5I0fGUiVjYONJtzHKe3L3MrtVTqF27NTVqVGbChCHkzOmc3uEJ//n06TNr125lxcpNvH/3HrlczpWrN1m7Zj56errpHV66mjNnCUeOnOLKlSPpHYqQSSnk4GShwskCIIbQSPgQJCc8CpQqGcoYYn9UYKIL2XRUGGhL6OvEzian+d+7XkBo7C1z7wPlhETIUEkygsJlBIXDS/9fsy0acomyuZSYG4pb6oT4IiIiadWqBzdv3af3pA045sif3iEJP8ApdyHCwsJ4+PApefNm/NvMdXV12LBhAeUrNGDx+PbkyF8KbR1dtHT00NbRQ0tbFy1t3di/deJ+66mXyey3Ggnpwy5bbsatOMX+jX8zbvwsVq36h4kTh1C7djVkGSWp41ckSWLM2Fk45shPUffa6R1OqqlVpx558xdk5rRJzF24LMHjSxfNw718RQYOHQmAs0sOHj96yOIFf9O8VVtMTbOgkCvQNzDE0ip5ue0GDBnOls3r2bntH5o0TzhybNa0SYyfPB2PuvUBcHTKxqNHD1i/dpW642ngkBHq5R0cnXj2tD+7d26P1/EUHRXFgqWrMDf/9mye0dHRzPxrPk7ZYj9b167XgO1bN3P/8Sv0DQzIlTsPZdzLc/7sGeo3bMLzZ085cmg/+4+coliJUgAsXrGWInldOHRgL3XrN0rWfgAwMTZh2qy5KBQKcuTMRdVqNTl75jRt2nVKct/a2NrRs88A9f+du/Xk1Mlj7N2185sdT5WrVqdD524A9Ok/mGWLF3D+7BnR8STElyN/CQbP2c31s/vZu24m1Ws05/GjC2JETTp7+PAJS5euY+vWPcSoJIpVqE+TXrW5cnIXx4560rPnMNaunZ/eYaartm2bUqtWlfQOQ/iN6GuDvkXKbz020Yci2VSACkmCoHDw/iDnfYCcwDBZqt5Gp5BL6GmBvraEjpaEuYFEFkOJC481ePxOjrlhzPcrEf4YUVFRtGvfhwsXr9NrwlqcXd3SOyThBzm45Ecul3P9+u1M0fEE4Ohoz7q18xk1egZel/YSFhZOeFgY4eHhSN+6Jxmo124oNZr1+kWRCr8TQ2MzWvSaTIU6bfFcNYW2bXtTunRxpk4dScGCedM7vAT27TvCzRu36Td1c6KjdFKDzuoV6P89i9ABQ4jo2CVN2kjMmPGTaVS3RrzOjDhPHj2iRq34HW3FSpRi+ZIFPzyy09zcgp69+zNj6kTq/TeCKE5oaCgvvJ8zsE93BvXrqS6PUSoxNPr/iMzdnttZuWwRL7y9CQ0NIUapxMDQKF5dWe0dvtvpBKCrp6fudAKwsLDEwcERfQODeGX+Hz4A8PjRQzQ0NCji9v9b6bJkMcPZJSdPHj1M5l6IlSuPa7x9aGllzQOve99cJyYmhnlzZrBn907e+/gQFR1FVGQkerp631zPNd//v9CSyWRYWlrh/8EvRfGmlOh4yqTkcjnFytcFSWL1zL5ERUWLjqd0oFKpOH78X5YsXcfpU+cwMjXHJX9pTM1tePnkNheObkUmk1HUrTAeHqnT4aJSqXjx4jV373px584D7tz1wsTYiMaN61CpUtkMfR7kyJGdHDnEVLNCxiKTgbEeFHJUgaMKZQx8CJbxPkDOu88ygiISv6iUISGTgYYitlMprnNJX1tCT1tCXxv0tCW0NUh0Jj5nyxjuvlYQGKbCWE+MehJiDRs2iZMnz9Nj7EpyFiiV3uEIP0FHVx9bx5xcv36btm2bpnc4yVa+fGnOnd0Tr0ySJMLDIwgLCyMsLJzQ0PAv/g5jwMBxBAX8ouGiwm/LxiEnvSasw+v6GXaunEzFig2oWasKFuZZ1MvEjYKSyWTf+Bv09fVp374ZDg4Jbxn7GUqlkkmT5+JapFyCGRhTk/7fs1C8foX+37N+acdTqTLuVKxclSkTxqhHFKW17r36sWbV8gS5m0JDQwCYPW8xRd3i50iK6/C7euUSPbu0Z8iIMVSsXBUjI2N279zGkoXz4i2vp5e8yQm+nv1NJpOhkUhZSvIty+XyBB33SmXCBKWJtSN9p51F8/9ixdJFTJo2izyu+dDT12f0iMHfTaD+s9v0I0THUyYnk8U+6USy8V/v/PnL9Os/lmdPn+OYIx/6hiZER0Zw7+pJTExMqFLFnVFD2lO5sjtmZlm+X2ESgoND2LfvCHfueHH79gPu3X9ISHAwAKZmVthly8ODJ4/YsWMfWbJkoVEjD5o0qYObW6EMN0T5/PkrvH79lubNG6R3KIKQJA0F2JhI2JjEUNgJopSx5TIZyGWxv2Uk3pmUEtksVTz1VXD4tgZOFiry2cegn/HTWghp6Pnzl6xfv42GnUfjWrR8eocjpALHnIU4f+EKkiRluPfklJDJZOjp6SaZMmDI0Eloaf/Z6QSE1ONatDy5CpXh/OEtXD3lyYOn/43EkCRiMzV+MSnIF2VIkvoDfsDH9yxatIZu3dowaFAPjI2NSA3btu3h6ZNnDJ837/sL/4TQAUPUI55+tVHjJlPZvXiC265y5MrFlcsX45VdvXyR7C451CN1NLW0UMWkbCS3voEBA4eMYPb0yVSr6aEut7S0wtrGllcvvGnctEWi6167fIms9g4MGDxcXfb69asUtf8zcubKjVKp5Ma1K+pb7T59+sizp4/JmTs2N6OZuQV+fr7x3gfu3U35xBOJ7dsrly5SvVZtGjdrCcT2CTx/+oScuTJeXkjR8ZTJyeRxHU/i2/Jf6eTJs7Rs2QOHHAUZPGsmYaFBLB7fkV69OlKnTnXc3AqmWiLRtWu3MHbsDKzsnMiaPR9VGlUia3ZX7J3zYmQaO2RUkiTeej/g8qld7Ni1hxUrNuDo5EjzZnVp0qQuzs5OqRLLzzpx4iwnT54VHU9CpqKVRu+UOppQq1A0z3zl3H+j4KW/nBzWsR1QItH4n2nOnCUYmVr8FjMkCbGKlqvD/CNbOHHiLFWqlEvvcNJMREQkWlqi51xIPQqFBuU8WlPOo/UPrR8RHspxzxUsX7GUDRt3MGxoLzp2bImW1o8nAo+MjGTatAUUKVMzzXPvRXTs8ktHOn3JNW8+GjVpzspli+KV9+jVn+qVyvDXzKnUa9iEa1cusXrFEqbP/n8nnL2DIxcvnKN+oyZoaWtjZmaerDbbtO/EssXz2bVja7zcRENGjGb0sEEYGhlTqUo1IiMjuX3zOoEBAXTv3Y9szi68ffOaXTu3UbhIUY4dOcyh/XtTZ0ckQ3ZnF2rUqsOgfj2Z9fdCDAwMmTxhNNY2ttSoVQeA0mXL8dH/AwvnzaFOvQacPH6Mk8eOYmiYsrx4ie3b7M4u7N/rydXLFzE2MWXponl8+OCXITue0uamVCFVSJJEwEdfXj+7h++b50RFRiRYRks7dirFho06snz5evz8xDDntHb06GlatOxBjgKl6TN5A855i3HcczlFihZi0qThlChRJFVnr3FzKwRAu0Fz6TxiEdWb9iSvWwV1pxPEfhOZNbsrjTqNYvKai/SbuhnbHMWZv2ANbm5VKV+hAWPHzuDgwePpOl3t2LGDOH16d7q1LwgZjUIOOW1U1C4SjWvWGJ75yjn3SHwn9Cd6+fI1W7fupkqjbmhqfXsKaiHzyF2oDNlzF2b27CXpHUqaioyMRFNbnLdCxqGjq0/tVv2ZsPIMeYvXYNSoaZQoUYs9ew59N19ZUtat24aPzztqtxn0/YUzuaEjxya4o6ZAocKsWLOJ3Z7bKV+qCDOnTmToyLE0b9U23nqvX72kRGFXXJ2Tf5ujpqYmw0aNIyIi/ufd1m07Mmf+ErZsWk+F0kVp4FGVrZs34ODoBECNWrXp1rMvI4cMoJJ7Ca5eucSAL5KN/wrzFi+nQMHCtG7WEI9q5ZEkic3b96jTn+TMlZsZc+azZuVSKpYtzs3rV+nRp3+K20ls3w4YMpz8BQrTrFEdGtSuhqWlFTX/6/DKaGRSMp55QUFBGBsb89eOe2LGijQSFhKIz8vHvH3xEJ8Xj3j/6jE+Lx4REhwQbzkjkyyYmttibG6DW7k6FHWvzfVzB7h2eg/3r51GklSUK1+aVi0b0rChR5olvPtTHTx4nHbt+5LXrSKdhi9EU1ObF49vM6N/XdatW0DdujVSvU2lUkmOHKUoVaMNddsOTtG6UZER3L1yglsXDvPc6wqfPrwHwCWHM6VKFqVkySKULOlGtmwOv+wWgNWrN/PixWsmThwGwMSJc3B3L0HFimUJD4/Az+8Djo72vyQWQchoHryVc+eVgvpu0Whn3HRtQhro1280e/adYOKqc2jpiFuWfid3Lh9nyYRO7N+/iTJlin9/hUzI0iovDTuNpkKddukaR1RkBLvXzuCttxfdRi9Hz8D4+ysJf4S3Lx6xe81U7l09jVuxwkyZPILixQsne/3Q0DAKF66CS8EKtB04O9FldBRKXM1DsbN3RFOMABR+I9FRkbx9/RIvf30iYuJ/QRoeFszAxvkIDAzEyCjpW1rF16oZQOAnP0Z3KIsyOhKAXLlyktc1B03qlsbVNSd2djYEB4fw5o0Pb9684+3bd1y8eI2962bgVr4uxf77CQn6zM3zh7h2Zg9dugxk3ryVTJkynHLlRHLS1LB79yG6dBlIwVLV6TBkHor/krId27kMp2xOeHhUTZN2NTQ0qFq1HJevnkxxx5OWtg5F3T0o6u6BJEl88nvLM6+rPPO6xqlz19i4cTuSJGFuYUGpkkUoWbIoJUsWJX/+PN9NUi5JEiEhoQQGBmNoqJ/se+eVSiXR0f9PqHf58nWyZXMA4PTp87Rs2Z1bt07i6GjPq1dvsLAwR1dXfIsq/BlsTVU88FFw4JYmOaxV5LSOER1Qf4BXr96y+R9P6rYdIjqdfkP5i1fGPnseZs9e/Ft2PEmSRIxSCaRv2ofXz+6xdlZ//H1foa2tzfLJ3eg1aR2amqIDQAA7p1z0mrCOBzfPsWvVFKpXb0rdujUYN24w2bM7xls2JiaG0NDY5PlxCfS3bdvD588BeLTql05bIAiZm+h4ygCMTC1o1mMCJzyX8/7NcwyN9KlXrzq1alVJ8sP/oUMnaNmyOx99X2NuHfuh3cDIFPeaLXGv2ZLnD67juWoK9eq1pVr1ikycMJRcuVySjOHz5wCePXvB06cviIqKonHjOkkmkPzTvHr1hr/+WsrGjTso4l6bdoP+QqGIfep8ePeSW+cPMWvWuFS9vS5OaGgYb9++w9raklfP9vLZ/x2m5jY/VJdMJsPMKitmVlkpXjE2x1JocCDeD6/zzOsaj7yuceToX0RFRqCrq4ubWyFy53YhNDS2cykgIIjAoBACA4MICgwiODg43hBcp2xOFCmcl8KF81O4cD4KFMiLoaFBgji6dm0b7/8DBzar/y5btgRbt65Qj3jq1m0IlpZmrFu38Ie2WRAyG2M9qF4gmoc+Ch76yHnoIyebhYpctjEYiv7X39aBA0eRyxW41/qxXCZCxiaTyajWpBerZvTmxo07FClSIL1DSlUymYx8+V15/uAGFeq0/+Xtq2JiOO65gn0bZpM7dw52bNnF588B1G/Qnk1zh9Fu8N+ZOrG7kLryFC5Lrnn7uXxqF/vWz6JEyZo4OTkQFjdTY3g4UZGRia5bpWEXzKzEqHxB+BHiPqwMQCaTUbZGC8YsPcHUWq3RuXWf9u37kt25BG3a9GL9+m34/70UowLleT97Mf/848nWrbHT3Nr2r4vrgY0J6syepyiDZu2k84jF3LzzjDJlajPEoyUPc5Vif79RzJmzhJ49h1K9UCVczHKRPXsxqlZtQo8eQxgwYAxuecri6VwMxcr4dWut3oxRgfJord78zbLUWDa963jx4hV9+oykaNGq7N22n/E6+szI46budHI9sJFXvWuSRVeXFi0a/lQcqmXruH37Pps372TUqKk0KFadXGa5yJq1ICVK1GDBgpVoKTQo3y/x4/2j9A2NyVesEvXaDWVFubq8NcrCokbdqNlyAEFKQw4eu8Kdk9eIOvYvOn7hZHEojGvJulRs2IPmPSfTadhCek9cR4chc8lesDJ3Hvkyeco8atdujaNjEYoVr0HPKo1Zl60oN8ZMJyws/Jv7w9DQgNpvfNTlf/89kcGDe6G1ejP3c5WiRWkPAgICf2pfZ4ZzLzPHnFHqyIwxx5XbFCtPqVMbqFskmjx2Mbx+G83B6wouHnlLeFTy6vhT91161/Gj7YWevoC+oQk6usmb7llIO64HNtKqfekE77VJlSdXkbK1cDA1Z17tVr/VuRtXXqF8KZ5fPUnLdqVS9Trle+w9V7ClYW52r51Oz57tOX58GwUvXqVG98GsbFovtnNhwxzg54+h8PuQKxSUqtKY8ctPU7/9cArrWdMqIJimuYtTv8MI2vSfSadhC5nm0Yb9JuYsbdydsUuP07DTKECcS4LwI0SOpwymVfvSGPq95WIWS6bVao3XjTN4P7yJSqXCEvAjtqPKPrsrtX1eMDY8FD1LOzatvZBkndHRkZzZt54Tq6YQ8N/hNjA0wSprdop5PyBvRDj2RqY8nrIRCxsnggM/cqtndTwjwymoqcm4rcupWLEsAEYFyiN/7YPK3pagO2eSLEuNZdOrjmevfZiip8vGyCgMjLNQpWFXFu5ZjfWHdwR/sa9rty1JTv93DDcypO/LGymK497+TezadRCvGQu4Gx7BYyBuckwrOydK+L+ncGQEdkamPBy1jCyWtnQf2hSzDz7xYkhNcefe1/UnVZ6UmBgl718/49WTO7x4fJuwI1u4o4wmCpDL5eTKlYPChfNR6uBx3AICyW9nQ/S9f9XrJ3W8Tr/2YYGuDitf30KhUCBJEsYFK/z0MQ/JW5YZPr6MsLVC7/65H6ojrc7fzPB8yah1ZMaYkyrXK1qNJ7lLc6X9UGyzGVLCJUbsuwxax4+2N9hQn80mVoxddgohfaXWe+HXnt2/yuqhTcktqTj7G527ceWnTp2jYcMO3AMc0ug65WvK6Ch2NM7H7ehIdlqYUeTxpQSxTerUivHjZ9G63wwW/zP/p46h8PtK6fM+qXKR40n4XaVGjicx4imDudmkJ8GWdkS36Eetlv0YPNuTmf/cZGy1ZrTVM2BSzZbM2nKLEQsO0qzjSPQs7bjZpOc369TU1KZKwy5s7DiKE6YW7O00illbbzN4zi56dBpNP0s7srUZjL1zPnT0DLCwcaRf59EcMzVHZW5Dw4YdWP3fN1oR/buhsrclon83df2JlaXGsr+6jidPntPa0oLcwAGZBg07jWbiyrNUadiVx017E/zVvr5drxMRgHWtKsmK43OvjmzMYkJlbR0KFqzI9BmLeGRqTVldffpXqMeQv3bx904vxq84w6DOYxhkaUeuNoPJkb8EZlb23G/aK0EMqSnu3Pu6/qTKk6JQaGDnlItSVZvQotdk5nQbj4+FLSua9qJ5rymYORbh/JVHDAgKoRRg/M6X0qVr07PnUJYvX8/N5g0SPV4V7G3ZNHkECoWCJ0+eU7VqY+63bvxDx/zcucvs3XsYAKl7e/YrFDxoWJugoGC6dBnI69c+GeL8zcjPl4xeR2aMOalyZa/25Ll7ijxhz3n1UU6UUuy7jFrHj7YXmC8PWjpitFNGkFrvhV+6deEw80e3Jk82e/baWf9W525ceYkSRdFSKNhvYJxm1ylfkiSJzQtGckGlxNPCjJLD+yYaW9++XejQoQWbF45kWYmqaXodJWReKX3e/8zrgSD8qcSIJ+Gb7l09xaJx7dm1ay0VKpRJ73DSxMOHT5g9ezGengcwNbOiapMelK7WHK1kTAs8tXcNypfOx4IFUxN9XJIkbt26x8aNO9i+Yz/BQUHkzF+CklWbUqRsLbR19FJ7czKN6OhIfF485tXTu7x6epc3z+7xxvshyugoateuxrBhfciXL3ei63p5PWbOnMUsWDAt2bnIPn8OwNjYCLlcTv/+o3n9+i07d64BYo+TTCbj9WsfWrfuwbx5UyhUKF+qbasgpIbQSNh3Q4syOaOxN0t5Et8oJbz0l+MfLENbA7Q1JXQ0QVcr9nfc/wrxldQv163bYG4/9KX/9K3pHYqQyk7vW8e2peOoV68mS5bMREfn9x0FUadOG4KiDegxblWat3Vw8zz2bfyLZctm07RpvW8uq1QqadmqB2fPXaX/tK045sif5vEJfyYx4kn4XYlZ7YQ0JUkSh/6ZR7FiRShfvnR6h5MmLl26Tq1aLdDRM6BZz0mUrtY0RbOfOOctzvkLsbeJRUdH8/jxc+7cuc+dO17cvu3F3XsPCQkOxtTcitI12lC6ahMs7bKl1eZkKpqa2jjmyB/vAlAZHcXV03s4vGUB7u51qFOnOsOG9SFv3lzx1nV1zcmqVXMB8PF5z6RJfzF16khMTU0Sbcvf/yPFilVn6tSRtGjRkGnTRse7+I9LOmpvb8upU7uQy+XExMTw9u07HByypu6GC8IP0tMCkIhUykju7FGSBL6BMp77yXnzSY5K+n6CXU1FbAeUjqaEjtYXf3/5W0tCVwvkIl9vqggJCUVL+8/9IuJ3pFKp2LNuJke3L6FHjw5Mnjwcufz37tUtX74Uf/29gpgYpTofZlq4fNKTfRv/YtSo/t/tdILY2YFXr5pL3XrtWDCqFb0nb8ApZ8E0i08QBEFI6Pd+BxR+SkRYMM8f3qRt28a/7WwgefLkpHLl8oSHBuP94AZREeHfX+kLLvlK4P3cm/IVGpDVvjBly9amZ89h7Np3hkiFJZUb9qDf1E1MWnOB+u2Hik6n79DQ1KJU1SaMXXaCNv1ncenaA8qWrU27dn3w8nqc6DovX77h7t0H8WbYi3Pz5l0AzM3NGDduMJUrlwNAV1cnyXM67oPBnDmLKVOmdrxk5oKQlpQx4B8s4+0nGS8+xI5Mio75/+MyGWgqIFr5/bpCIuDuawX7bmhy+oEmrz4qktXp9CUJUKlkxKggRiVDqYLoGBlRMRCllPH98dJCcoWEhKElEov/NpTRUayfM5Cj25cwefIIpk4d+dt3OkFsx1N4WAgvH99OszYe37nIxrlDadmyEYMGJf82JwMDfXZ5riFPnuwsGNWK5w9vfH8lQRAEIdX8/u+Cwg/T0TNET9+QDx8+qcsSm91Ec9UmHuQqRd9qTXF2LsGhQyfiLau5atM3109peWrWYbFzH9u2LWfx4hl4XTvOtI5lMW1ROFmzVLge2MjYFZMo7pADPYvc1Gs3nIEzt3OwyxieREfzd8HS1GjWi9yFyqbpN3+/I4WGJqWrNWXcspO06T+Tq6cvU6aMBx3L1+fBgyfq5bRWb6Z6t0Fcat8MM7MsBAYGs2zZOhQrN3IrZ0kqVWrI5cuxF5ddVSpcqjRK9nkzyNiInbo6WHoeICYmhn//vZjpZhn6k+vITDFHK8HrrZx9NzQ5fk+Ts480ufRUg+P3NNl7XZPnu67j02M2T3bHfpiLipElWrcyBl58kHP6uD/7b2px/42CsCgZWhoSxpEB2Dy+iUPQC1ysYshrF0MRJyXub8/g8Xcf6jzfQ72iUTQtEUWLe+to0a40ta6sxz23kuLOMRRwiCH/oY0UqOyOo+cmTPUl9S15mX3/p2YdP9pe2ItXaGppk4zsB0IaS+lsVV8vHx4WzLreNbh5ahfrWjehV6+O6mV/x3P3y/ISt+5hJJPxfvP8eOdyaswA5npgI26ti7FyXHvKlCnO3LmTkMlkKdoWi537OO7zjoKWpiwc3Yan96+mWnyCIAjCt4kcT8I3zehfm7LFc7FgwTQg/kwhr8/uZ9u2PWwcNYU70Uoc5ArkLvn45OvN2X/3kK92K/q/9uGkhgbLz+zB1TVnimdNIZ87Z9++57iBPscd7WnZogEjlq1Lk5lefHzeM6RoFQ5GRNJSR4+yO72+OdIrrWa+ERJq2q4Unh98mCRX8FpSUa9eTYYO7U2JZp3jHcfduw8xYMAYbuvqYP/Ol+MWZrg9uohMJvupGXu2TB9Lq1bduWNtQf73HzLNLEN/ch0ZPWbDAuUJknR5XK8N9+q2J0YF2SxVFOjXGcN7d5Cbm+Bz6jD33yh4+zm2h0czPBRNYz0KOsbgaK7CqEB5ZK998CtbibvzVvLSX070f51SRj4vyH77X6yGtcBET8K4YMbY7t+9jh9tr5imJteio9HR1cPU3AaT/35MLWwxNbchi4UtphY2mJrboqNngJB2Uvoe/uXyi+bsYvG49gR5P2C3JFHuDzh3v66j6WsfdgI6evrYOuTE2iEndS4cxi0kkOzm1hxdfzlZx+FrVduWoIr/e/Q1NDjw9ArGxoY/vC3BdtbUdHLk+o279Bi/hglzBorrNiFViBxPwvfMmjaJQwf2cfLclfQOJUXErHZCmjO3yca9e4+4fz/251qz+pyyMKO9tRW5c5dm+IjJGNvnYKexGWu7jaf3pA1o6RrToeMAlpUqxgLAT1uPKlUas3373ngzjahUKpYuXYtr3nJ0s7fDx9aKwN6dOHfuMlOm/E3Vak0xf+dHXWB+SCiPHj4hf/48aTbTi62tNb07tEBXJuO4hibRUZHf3Ddipotf517TXjSztGN117G07DONcxfvUKaMB03NsnDP2kJ9HOvXr8mNG8cxH9wTyd6WMsP7qjsPf+a8qVmzEidO7MR5SG9istowJk9OHj9+lqI60npZUUfGjjl0QA8+hcjw/iDnureCLQuOsHX5Se7WbE02SxW1C0dTLHsMhg3Ko2OohapHG7IYSLjnVtL80SY6dy9DixfbqVs0GkdzFVFKuDFhHtuXn2DXyDU89VWgrQF57GLweL6XZhNaUMBJham+hEyWufddZqrjR9vbOKw3q1fPY9TIvtTzKIuznR7h/o+4enwzm+YPZ8GYtkzsXpUBjfMye1ADYpTRCGkjpe/hXy6/c+VkXj/3YnS9GpT7Q87dr+tYaWeNZ+fWjBjWi+KFnAh+f58JEaFUBXJ89OXojqUpGtkXHhrE2YObqBSjJEIuZ+fwPupOpx/dFsXAHmzbtoISxQuzaGw7VpasLq7bhD9a3x6dsTLRYf7fs+KVH9y/FyuT70+29Cfq26Mz7Vo2SfF6PfsMYMfeQ2kQUcYnRjwJ33R46yL2rJuZoNzMyo7S1ZpTulozTMys4j324tEt5gxpjFIZTcnKjWjRawqbF47k8klPunRpw+TJw3nz5h29eo3g0qWrFC5Tk8d3LhITHQFAREQEhsam5CxQhlyFyvDmuRf/HtjAvHlTaNu2aZpsp0ql4q+/ljJt2jxyFShF+yHzMDK1SJO2hJ+njI7i4vEdHNm2kE9+PjRoUIshQ3qRO3eONG/7w4ePVK7ciJkzx1KjRiWUSiUaGuJWSiE+SYLAMBnvAmS8D4zN1xSjiu0ENdCWsDJRYWuiwspYQkOR8vof+si59VIDA20Je3MVDmYqTPRiO5mE30tUVBTv3vny5s07Hj16yqBB42g7cA6lqjRO79CEr/i+ec7mBcN5fPcyjRvXYcqUkVhamqd3WOkuJiaGly/fsG7dVubPX0HxivVp1XdGkrMHq1Qqnty9xIWj27h14RDK6CgqVynHuLGDE0w28jPCwyNo3aYX585dodvo5bgWLZ9qdQt/psw64qlvj87s2bUDbW0drtx+gImJKRDb8dShdVN8AyLSrG1JkoiJicl019J9e3QmMDCQdZu3p3cov0RqjHgSHU/CNymjo3jr/RBJUqm/oVJoaJA1mytyRdKfls4d/ocb5w7QbfRytHX0kCSJfw9uZMeyCeTImZ0X3q8wMLGgdb+Z5CxQirCQQP49sBGFhga5C5XFLlse5HI5ty4cZvmU7vTr15Vx4wanyTZ+/PiJrt2GcOrkWWo274NHy/7f3DYh41BGR3Hx2PbYDqgP7yhQMB/uZYtTunQxSpVyw8TEOE3ajYqKQlNTE5lMRvfuQ9DX12POnAlp0paQ/iQJwqMgOEJGaGRsUm2Z7L+f/5aRy2KTcYdEQECoHP8QGeFRMhRyCUsjCStjFRaGEka6EpqpcG0V17FlLDqb/jjNW3Tjzv2XjF58TLxXZUCSJHHp+A52rZ4CUgzjxw2iffvmf0Ry8eTw9DxAr17DsbLPQbcxKzA1t1E/9snvLZeO7+DSiR18ePeKbNmdaNO6Mc2b18fGxuobtf64yMhI2rbrw8mT5+k6ain5i1dOk3aEP0Nm7nj69OkTL7yfUa2GB2MnTgUS73i6fPE8UyaO4fbNG2QxM6OmRz1GjZuEvn7sBBnbt2xixdJFPH36GD09fcqWK8+kabOxsLAE4PzZMzSsU53N2/cwffJ4HnjdY6vnfsq4x+/4ffXyBcUK5mb5mo2sWr6Y2zdvkDtPXhavWEtQUCDDBvblyZNHlCxVhgVLV2FuHjtgQKVS8fesaWxYt5qP/h/IkTM3o8dPplKVavHaf/ziPcYmJgDcu3ObyuVKcPX2QxwcndiyaT1jRgxh+ZqNjBkxmLdv31CiZGnmLVqOlbUNs6ZNYvaMKfHi9dx3hDLu5Zk0bhQH9+/hnc9bLCytaNSkOYOGjUJTUxNIeKtdXAdWiVKlWbJwHtFRUdRv1IRJ02ar18kIUqPjKXN1LQq/nIamFo45C6R4vbI1WlC2Rgv1/zKZjPIebXB0yc+GvwdTrFJjGnQcgc5/s/joGRhTo1mveHW8f/2UNbP6Ua9eTcaMGfhzG5KEK1du0r5DP0JCI+k9cZ34tiuT0dDUwr1WK0pWbcz1f/fz4MZZ/tl2iIULVyGTyXB1zU3ZssUoUya2M8rMLEuqtKulpaX+u2LFsmj8yJAVIcOTJHjyXs5TXwVB4cnr3dFSSJjoSziYqbAxUWFh9P8k3KlJJgMTfZGI+k80eFAPqlZtws0Lhynq7pHe4QhfkclklKrahPwlqrBr9VQGDRrH5n928/dfE8ifP096h5fuGjb0wMXFiZYtezKjfx06DJlPSOAnLh7bhteNf9HR0aF+/Zq0aTODkiWLpvmsytra2mxYv5AOHfqzfHI3Oo9YTMFS1dK0TUHIiBQKBSPHTKRHl3Z07tYTW7usCZZ54f2M5o3rMnzUeOYuXM5H/w+MGDKAkUP6M2/xCgCio6MZNmoczjly4P/hA+NGDaNfzy5s3r4nXl2Tx49m/ORpODplw/i/EVaJmTVtEpOmzcYuqz39e3ejR+d26BsYMHn6bHR19ejSoRUzp05k5l8LAFi+ZCFLFs1j1t8LyV+gEP9sXEfbFo3499JNsju7JHt/hIeHsXjB3yxcthq5TE6vbh0YP2Y4S1aso2efATx+/IiQ4CDmLVoOgIlp7GcMfQMD5i9egZW1DQ+87jOoX08MDA3p3W9Qkm2dP3cGK2trPPcdwfv5M7p2bE3e/AVo065TsuPNDMTXL8IvVevpPR5GhDHJKbe60ykpty8eRVNSsfHqTXTWblGXp8bMK2GLVrHYqQgeNZujZ2LLiAUHcS1aPsmZTRIrF7OgZByamtqUrNyIDkPmMmnNBSatPkub/rMwssmH597TtG3bGxeXEmTPkpMcWQuRK3cZ8uYtT4GClXDLUZLSFnkok6cs7uXqU7FSI6pWa0pdt6p0sM1Pv+pNGTNmOnPmLGFd5/4cdClO0PwV6rabNatHi8AgDPKXY17L7rx/76d+LCPMMvSn1vGz7cWo4ME+L2680CDLe2/K5IymVqEompSIos2DtXTuXobWD9bRpEQUjYtH0ah4FM0fbaJd59LUuLyewk4xWJtI6K798/bdn1zHr2iv9B0vypcvw5GtC8UseBmU64GNdOvrwbQcBRk4czvvPoRSsWIDxtVvhzyfe4Y5l9KrvQIF8nLqlCd5jfWYO6IFK6f3Qk8ezLx5U/AePYCN5y5R/sHjeJ1OabktBht34HnnHnVcc7Jiag9uXTgsrvGEP1KtOvXIm78gM6dNSvTxeX/NolGT5nTr2Yfszi4UK1GKKTPmsG3LJiIiYkdFtWzTnspVq+PklB23YiWYMmMOJ44dITQkJF5dQ0eOpXzFKjhlc8bUNOkvhnv07k/FylXJmSs3Xbr34vatGwwcMoLiJUuTv2AhWrZpz/mz/59EYMnCufTuN4gGjZrikiMnYyZMIW/+gixfsiBF+yI6OppZfy+gUOGiFChUmI5denD2zGkgtnNJV0cHLS1tLK2ssbSyVn8pPXDICIqVKIWDoxPVa3rQs09/9u7a+c22TIxNmDZrLjly5qJajVpUrVZT3dbvRNxqJ/xSKZktZsmETljc+pfjkVGpMvNKTFYbDi+dxbr129m3bQ/RQC89A3JuuYVCQzNefM/MrVk/eSMmZlbo6BnSukOZBHGL2esyj08ffLDoU4vPQZ8J1TfiRoPOqFQxqGKU5N63DnlYCGG6+nhVaqgutz2zj5DIcPw1NHlrY09ocAChAZ+IAQpqanLi3V0U/93mYlSgPP6vfXBTKBi7dBaNG9dRl2eEWYb+xDp+pr3bx89y44WC6BgZbhv/osjZ7Zlmu9N73/3pdfyq9g4unkmdOq3pOX61uDUoA/r6+kAZHcVxzxUcWTcTS+CYtSWWD86rl/+Tzt0vy3Xyl2P3m3cUsLbA9sGFdIsjrjwqqw3N3Aqz/8BxPPUNqRPwUVzjCSmSmrfarVstZ/7fGvQdoKRdR1UqRZi4L/MVXTx/lkZ1a3D6wnWePnkc71a76hXL4HX/Lhpf3AImSRLhYWGcvXyLnLlyc/vWDWZNm4zX/TsEBASgUqkIDwvj30s3yZU7j/pWt1tez7CxtUsyprhb7Q6fPEfhIm4AnPv3NI3q1uD+09fqW+v+2biO8aOH8+jFO4KDgnBxsGTX/qOULltOXdeYEUO4f+8OnvuOJPtWu+FD+vPC55O6joP79tCxbXPefw5PsM++tNtzOyuXLeKFtzehoSHEKJUYGBrh9fQ1kPitdh8/+rNp2251HaOGDeKB1z089x1J0XFMS2JWOyHTSe5sMZIk4f3wOsXLlfrpmVe8O7ZkmrEhOcOjqF27Nf+ev027UtV5YGZNow4jUGhoEhUZwd0rJ2hnlRVnhQIX//dM7F6FgU3yM7CxK3mjIqikqc36sv+/rUHMXpd5ZLGwJVebwfSwtKNy+2F4tOxHndYDqdduKA06jGC8pR0tOo6kRa/JtOozjTb9Z9Gn82i2Wdoxp9t4xi47xYzNNznRczJHTcy5HR3Nxo071PVH9O+Gub0t1yYNU3c6xZVnhFmG/sQ6frS9O+Nnc/mZBnZZVNR9tosiZ7dnqu1Oz333q+p4PWI0W1ec5J8FR7j4RIF/cGzerYywLb+qvTJlilOsWBGObFskRj1lQF9fH2hoalGjWS/WtB6EpkJBAyAkJFS9/J907n5JNaA7Te1tcRrSO13jiCtXDujOsmWzKFeuJM1DgzltaiGu8YR0M/9vDd68ljH/71+bGadUGXcqVq7KlAljEjwWGhpCm/adOXn2ivrn1LmrXLpxH6ds2QkNDaV5wzoYGhmyePlajpw8z9qNWwGIjoqKV5ee3rfvfImjqfH/Tq64UZBfl6lUye+Yi8u3J/H/987oRGaK/bKN/xr67vvt1SuX6NmlPZWr1mDjVk9O/HuZ/oOGJdj2r2l81ZZMJkNKwTZlFmLEk5Ah+b55zviuFdm5czWVKrmneP3AwGBOnPiX7dv3cezYaRQamhQuU4sy1Zvjkq+4+oXrzXMvzh/ZwtXTuwkNDsTBwZ6qVctRtmwJLCzM8PX9wPv3frx758u5c1e4c9eL2q0HUr1xD5HU9Q+2dvYAnt4+w/Xrx+JN6xxn3bqteHk9Yvr0MWmen0JIXae8NJABFVyV6R2KkIjnfnKuPVegkv7/vJLJJKrlV2L6h+W8On78X5o06USXkUsoUrZWeocjJNO7V4+ZObA+1aq4s3btfPEekQGFhoZRv0F7Hj1+wcCZO7C2T35eGOHP9juMeALwun+Pyu7F6dlnAAvnzVGPeOrRpR0f/PzYsedQovXcvnWDahVKc+PeE+yy2gOwY+tmenXryIl/L5OvQMFERxwlJm7EU9x6kHhi8LhE4E9e+QJQME92OnTuRv9Bw9R1Va9UliJF3Zg2ay6PHz3EvUQh9QgsgA3rVjG4X68EycXj6oSEidYH9euJ7/v3bNzqqV5myYK5rFm1jCu3HqjLBvTpzv49u9R1JZVc/MuRU6OHD+b+3dvsOnAsyf3zq4nk4sJv6+Ht88hkMooWLZTsdV69esPhwyc5ePAk589fRqlU4pSzAE26T6BY+broGcTOcBYeFsy103u5cHQLLx7fwcLSgq6dW9CsWT1y5nRO8iJQqVQyffp8/vprNk9uX6DnhLVoaGoluqzwe6vXfigTuh7ir7+WMGHC0ASPy2SxIzAkSRIfKjIRlQT+QTLyO8SkdyjCV1QquPlSwZP3CTv8i2aL+eM6nQCqVClH9RqV2LF8Aq5FyqGjZ5DeIQnJYOOQk3YD/2LZ5G7Mm7ec/l+NvhHSn76+Htu2LqeWRysWjG7NoFk7yWKZ9C1BgpAW2nVU0a7jt0fKpBXXvPlo1KQ5K5ctilfeu99gPKqWY8SQ/rRq0wE9fX0ePXzAv6dPMG3WXOyy2qOlpcWq5Uto27EzD728+GvWtF8ae88+A5g1fRJO2bKTL39B/tm0nvt3b7NkxVoAsmV3xi5rVmZPn8yIMRN49vQJSxfOS3E79g6OnD5xjKdPHmOaJQtGRsZkc3bh7ZvX7Nq5jcJFinLsyGEO7d+byluYeYlb7X6ASDiY+uL2KaumsXRiZ7YsGo17udJY7Nz3zaSRvr4fmDLlb8qUqUPBghUZPWwS4d5+NO46jilrLzBs7j7Ke7RRdzrtWD6REa2LsWXRKPK+esTWDi24f+8MY8cOIlcuF7TX/JNkQkp5oYqobtxBQ1OTd6+fEhEeipD5/UhC+TKXT1C1cQ+WLF2Ht/fLBAlL27ZtysyZY9FZuwXpq0SyGTXZ6+9Wx4+0p1OqDjGSDH1tKdNud2rUkdFiVq3byekHGol2OuWwjsHFSpVhtuVXtzdzxlgiAj/yrE2JZF2TiOuXH5eSffe9ZQuVrkHN5n2YOHEOJ06czRDnUkZ73qd3HVa7DnIsMBADZTgLx7QhOPAjgvAnGTpybIJb2PLmy8+uA8d49vQJdWtVpnK5EsycOhEraxsAzM0tmLd4BXt376RcicIsmDubcZOm/9K4u3TvRfeefRk/ejgVShfl1PGjrP9np3pGO01NTZauXM+Tx4+oWMaNhXNnM3z0+BS307pdR5xz5KRaxdK4OmflyqUL1KhVm249+zJyyAAquZfg6pVLDBgyIpW3MPMSt9r9AJFUOnVJkoR9KzfmBvhzAnB2yc6ggd1o3LgOZkWrJJk0MiarDWXs7Lh77xH5ileh1/Uz1A/6hOwbx2VUu5K4ZLNhx+u32L/zTVbiycjISDbnLs3kgCAiZDIqtuhHlUZdvzsrn5A5JPV8Tqz8y7I1S08woVtFSpfIz57b9xJNWPoyd2kq+n7A08KMQo8vARk/2evvUsePtBccrcE/q89S0TUaK2MpU253eu27tKzjWtcRXKvfna/ZPLqBe9t8/JeuIUNsS3rsu6VORRgdGMwZUwvubrqWYD8BqFQqAj/5UrBvbT4F+ONgasHd9ZdQKMTA9+RKybVfcpZVxcSwZGInXj2+zjU9HXK88/vjzt3MUMdja0vKKFUYZLGl39R/xMhC4ZtS81Y7QchIRHLxdCKSSqee8LBgFo9vT50Afz5parKxbVMuXzpIixYN0dTU/GbSyG2Vy3H58jU6jVhMhyFzcWozCNl3jkuBUtV59doH04Hdv5t4MiYmBk/PAxQvXpPBgcHU09FjY7uh1G49QHQ6/UaSej4nVv5lmZaOLvXaD2f//qOsSyQJPkC2QT0YZGxI3gH//9Cc0ZO9/i51/Eh7gQWKAKCrJWXa7U6NOjJazIZFc5AYIwtddadTRtmW9Nh3PUYNILeGBl21dPjo+4aHt85x9uAmdq6awtJJXZnSqxoDGuVhZNuSeAT40wYo//kDg5vmZ/7Iluzf+DcPbp4jIiz+VNdCfCm59kvOsnKFgg5D5qFrYEZjmSLdz6WM9rzPKHVkHdILT89V+L/zZtnkLkRHRyIIgiCknBjxJKSb18/usXHeMD77vWLpkhnUrFk52flwQkPDKOteD30zR3pPXJ/sNp/cvcxfw5py4MBmSpculugyz5+/ZPPmnWz+ZzfvfN5RoEQV6ncYho1DzmS3I/wZJEli1fReXD97gFq1qjJz5hjs7GwSXfbt23dERUWRLZvjL45SSK4b3grefJJTp0g0IjVXxnLhsYJXH+NutZPIbasiv30MCvH1GQAXLlzFw6Ol+n+FQkFW+6w4Z3cge3ZHsmd3IFs2R7Jnd8Ta2pIHD55w6dI1Ll66zuVLNwgICEAul2PvnJdseYri4loMZ1c3TMyt03Gr/gxXTu1mzax+vHhxI9HJKoSM4fz5KzRq1BFXt4p0Hr5YTDAjJEqMeBJ+VyK5uJDpxMQouX3xCKf3ruXJvSs4ONhz6OBm8ubN9d11w8LCOXbsNHv2HOHIkVNERSsZPmR5itp3dnXDys6JRo060qlTK/r164KFhRmhoWHs3XuYDRt2cPHiVfQMjChari7thjbDMWeBH91c4Tcnk8noNHwRhct6sGPZeEqUrMXYMQPo1KkViq8uSvv0GYFSGcPevRvSKVrhWyQJ3n6WY2uqEp1OGVCRbDG8/SxHWxNKuiixNPrzkol/S+nSxfD0XINSGYOzsxP29rZoamomuXyJEkUoUaII/frF3ob35MlzLl26zqVL17l46RSn964FwMLanmx53HDJW4wCJatgnMXqF23Rn8PcOnbmp9ev32JsnDudoxGSUqZMcaZPH82AAWO4e/UkBUtWTe+QBEEQMhUx4kn4JUKDAzh3+B/OHljPRz8fSpYsRvfubfDwqIqGRtL9n6GhYRw9eprduw9x7NgZwsPDcXDOS6GytXArVwcLm5SPHgkLCeTE7lWc3rMaSaWkYsUynDlzkdDQUPIUKkPJqk0pVLoGWto6P7PJwh8mLCSQPetmcvbgJgoWys/8eZPIn99V/firV2/R1NTAxub3+ODmGyjD3FD6bUacxKhg+2VNimaLIYd12k5bLKSMMgYuP1OgkEMRpxi0xFdmae79ez8uX77O5cs3uHDxOvfueiEBeYtWoFTVJuQvXlnM6ppKAj/5Mrx1cTZtWkqtWpXTOxwhCZIkUa9eOx4+fcuoRUfQ1tFL75CEDEiMeBJ+VyLHUwYjZouJz/XARgq3LsaBwY0Y2bYEBzb9RU1HS65ZWXCiSW3q1aup7nT6ckaR4OAQdu7cT5s2vciRzY2OHfvx6OIdqjfry4SVZxix4CA1m/X+oU4nAD0DY4aZWuKla0CTvCW4/8SXCvW6MHnNOfpO3UzxivVFp5PwzVntEpsBr0vvmkxyysPg2Tv58DmSihUbMr5BOxT/zWrn4GCHjY0VUUvWMMexMMqla+PVkZFn9/m6LDIazj7U4PSpz2iUbZAhZypKaXu6azdj/vIRn269TLeYM0odGSFmlQoe7bmLRpn6XDzpi4OZipIusZ1OGXlbMsK+S406rK0tafLxMwv3H+VCm8Y8e3aFWTPHooj+wPIp3RlfPxcnR7TgjfcDdR2/+zVQSmZATUkdhiYWaCoU+PcaKs7dDFzH5s07OXv2IsOKVaZj9yq/7Xku/Jy40RzJGNchCJlK3Dn9M2e2GPGUisRsd/9398oJ7k/pwZnoSGzkcjqO6Eu7ds1xrtwwyRlF3r32obeuDodUEpGRkTjlLEDHty9oFRqERSrvU3GshO/53qx235oBL0YZzXHPFRxeOwMrYKF5Fso+uQzA/VylqO7nz1NbK3Tun8PX9wOWluYYF6yQ4Wf3+bLMP1jGhXMByJRKqi0fifa+ZekSR2q2d75OD964ladmA5sMv/8z2r5L7Tpe+su5+ESD3If/we3EJpTnPMW+yyB1vMpdmvW+H9ggl+OnUuGYIz8eLQcwfcmY3/p9NSUzoKakjpDAT0xsWYSBksRYce5myDqeHNtBiZI1yeNWlaN3Lv7W57nwc+QyFfnNg7C2skTfyDS9wxGEVBMa9Jn3vn7c9TdCJcUfuyRGPKUDMdsdxCij+WfRaBaP70iojQUbspjgNW0Ugwf3wsLCLMkZRcL6dqGNthZnZZp4tB7E5DXnGDZ3H+XbD8MiDfapOFbC93xvVrtvLavQ0KR6056sbj2Q7Jra1PH/xLJl6wAoPKwPT2ytMBrUE0mSqFGjGePHz8oUs/t8WWZuKFHrw0n0gz6yZ/hKvD/IU1xHam5LjL0tAYP6EhEVOyIrPIXtvRk+iufuHhjpy767bEbY/2lZR0aI+XOojOLvL+G+az7yjo3TLY6M3l561OEytDcz7W15PH00mzYtwdHGkMUTOtLIxIKX5ja/7ftqSmZATW4dMTFKVs3ohbaeHh1srMS5m0HrmDBhNkFBwVSu30lcPwrfpJLk+IVq8tHfn9Cgz0RFRhAdFSl+xE+m/YmKjCA06DMf/f3xC9VM0OmUEmLEk5BqQoMDWTWtB0/uXWbWrHG0b9882euuWrWJwYPH03fKJvIULpuGUQrCryVJEiun9SL0wxMuXToQ7zGVSsW//17E0tICV9ecHDp0glWrNrFu3UL09TNH/ogYFVx7rsD7gwIbExX5ssZgZpj020rcO05SCbzDo+B9oBy/QBkqCRRyUMj++y0HhUJCIYtdPyxKRkiEjJAICImUoYz5f6V6WhI5rGNwtlJ9MydQjApefJBzw1uBib6Eey4lOiJ1jSAkmyRJbNmyi+EjpiBTaNO852QKla6R3mFlCjtXTeHU7lXs3r2OsmVLpHc4QhIWL17D1GnzCQ8Pp1Cp6pSv044c+UokeyZm4U8jYaMXhqV+NAq5OEeEzC9GJeEXqsm7MD0g4Tmd3BFPouNJ+CGSJBEeGkRQgD9Bnz8Q+MmPAxv/IjLsMxvWL0zRBdSjR0+pVKkRRSs0pGXvKWkYtSCkj1sXjrBscleuXDlCjhzZk1zu9OnzeHoeYP78qQDMn7+CypXLJWvWx/QkSfD6o5x7bxQEhcvQ05LQ15bQ1oToGIhSQpRSRrQy9n+5HAx1JIx0JQx0QCGXiFLK8A2UERAW+02KiV5sh1GMKu5H9sXfoJJAVwsMdKTYH+3Y33IZxEjw7rOcl/5y5DJwslBhbiihqyWhkiA0QkZIpIzQCBnvA2VEx8hwMo+hmHPMb5MsXRB+tXfvfBk4cByHD5/ArVwdqjXpga1TLhQKkQ0+MVfP7GX1jD5MmzaK7t3bp3c4wncEB4ewZctulq/YyNMnz8iaLTflarejeMX6ItG4kCi5TIWmXJXIx3RByDwkIFol/+ZIJ9HxJKSap/evcvmkJ4EffQkJ9Cc4wJ/Az/5ER0XGWy5Pnlxs2rSIbNm+n/Q7ODiE/fuP8s+WPZw7exFLW0eGzz+Ijq5+Wm2GIKSbqMgIhrUszOBB3Rk0qEey1gkODqFMmdqMHj2Apk3rpXGEqUMlgc8nGZ9C5YREQKRShpaGhJaC2KTQGhKaGrGzlAWHywiKiB2xpFLFjmayNFZhbSxhbaJCJ+mZ4JMtPAqe+ip47isnPPr/l34yJPS0QV9bwtxQwskiBiPdn29PEP50kiSxY8c+hg6dREBAADq6ejjmKIhT7iJky12YbLkLY2Rint5hprs33g+YNbA+detWY/my2WLkTCYiSRJnzlxg2bINHDlyEj19I0pWbUL52u2wsHFI7/AEQRB+OZHjSfgprgc2kquVG6u7V2bOkMa8fXQBW1MV5YwVdA0PZFqtSqxePY/9+zdxc1gfPtpZc7VTi3idTl/PCBITE8O/wybSy64AuZyL07PnMPwCJFr3m8naWm3p1KPqD88K861yQUgtKT334soLHd+Ba9GK7N17JNmz6hgaGuDVtzPtJ83hzcyFfP4ckOSy3yr/lTMEyWWQ1UzC7fgGajQuS/VL6ymTM3YkUbETGyhR0x3XAxvJbauimHMMlfMqaXJ7He06labx7XWUdInBySK20yk1ZmiycitP0WMbqOcWTePiUdQqFEWDpzvo1MOdRrfWUSmvkgIOsZ1O6b3vMlIdmTHmjFJHZow5NeswLliBVsEh3L//LwcObGZ05TK4PrnJrUPrWTqxM8NaFmVsJ3d29KtDcNMCWGxdRGaRGtceufatJ6xpAeYNrE/OHNmZN3cyMpksQxzDzHze/co6tNf8Q92+I9lZtRw3b56gY4cmXD+8iXGd3NncuwYffV8jCIIgJCRGPAkJvH52n5uDGnIoKgJXDQ2GrvyLOnWqI5fLk5z5w++1D/tMjdldqjj+/p+ws7Mm2/HTOASHYm1myrkWDdm2fR9+vn7kBprqG6G18BBmVlmBn58VJqV1CMKPSOm592X5gA4jWDWjN09tLHF+55eiWXX0ZTJGTxlBjx4dklz2e3VkpBmCxAxNGbuOzBhzRqkjM8b8K+qIyWqD18EtXLt2i2vXbnF95UZuRkWjBPKXrEqZ6i3I61YBuUJBRvWz1x6vn93jyID6XFdG00lfj1F3z2BqagJkjGOY0c6ZzFSHRj53tr59z3iFgg+aWtRuPYiK9TqI20wFQfgjiBFPQoq9e/WYFVN7MLVPLR4Z6rM+iwmXpo2iXr2ayOWxp0rcLB/h/bpy5859Zs5cQDFk2ADdA4J4/PIzMgNHvJ5/ZrtCh+FA84+fWbdhF64larG0cQ8uW9hSuf0wdacT/NysMD9ShyD8iJSee1+W5ytWEU0tbfqamnLG0oywvl3iLfutWXX29OxAvXo1v7ns9+rISDME/Yo6MmPMGaWOzBhzRqkjM8b8K+qIHNAde3tbGjSoxZQpIzk5bTS+dtb83ag2MSFvWTyhI2M6lmH/xr/55PeWjOhHrz0iwkLYsXwi0/vVIdzclH8tzZg/cZi60wkyxjHMaOdMZqpDPrAHHextuTZxGO3aNsZz1RRmDazP62f3EQRBEGKJEU9/uPCwYO5dPcXNswe4dfEIdna2DBvWi+bNG6ChEf+bGpVKxZUrN9m9+yB79x3jnc879PQNyV24HAVKVCGvWwUMjLPEW0eSJEKDA9DVM0ChkQpJWwQhEzt3+B8Ob13AR9+32NtnpVmzujRtWu+bCcch9nkkcoAIgvA7kiSJW7fusW7dVnbs2E94eDiuRcuTr3hltHX00NTSQUtLB01t7di/tXXQ1PrvRzvuMZ0MN7pEkiRuXTjM9mXjCQ8JYPjwPvTs2QFNTXEt9Lu7evUmffuN5vHjZ1Rp0AWPlv3R0hGJBAVB+D2J5OJCkoI+f+DO5ePcvnCYh7cvoIyOokCBvLRt24Q2bZqgpfX/ucRVKhXXrt1m9+6D7Np9mPfv3mNqbkXB0jUpWLIqLnmLo6Ep5h4XhORSqVQ8+y9h/83zBwkLCaJQ4QJ069qaZs3qJ+hg2r//KKtXb2bz5mXo6GinU9SCIAhpLzg4BE/PA6xdt41bN++kaF09fUOMTM0xNDFH38jsv78tMDIxx9IuG7kLlUmjqBN6/+YZniuncPfKCapVr8ismWNxcMj6/RWF30Z0dDTz569k5qxFGJlaktetItb2Ltg45MDa3gUjUwvxhZIgCL8FcavdHyyxRJfhYcE8nNaLdfVyMLxVMf5ZOBJj7XCm1qrEcxtLLrZrSqdOrdSdTo8m/8VE+0IUyF6c6tWb8s/Wg+QuVoMFDbrgLVMwwT4HuQuVRUNTK0UJN0UCcOF3lJLnQL5Dmxk/ZwBTXfIzfeNVuoxcTIymOT16DKW1bX4+zl2mXlZr9WayDRpH1pAwvrw+zShJVjNyHZkx5oxSR2aMOaPUkRljzkh1mG3fS585iznfuhGfPj3m3bt7vJk0nNe2Vtwd0Y8LFw5y8qQnBw5sZk/XNniam7K2dWMWLJjKsKE9aOZiQ4nn9zDzf8LHlze4enwT25aOZd7IltRuW/Knrj2+9TrfpF0pIpZNYMeKSUzsVokJXSvx+fpp/mnfnC3/LFN3OmXk/Z9Zz5mMUEdiZZqamowwNea2qTGVbU15/+QSnisnMXdEC4a3Lsao2tlY3MmdjfOGcdxzBcGLx+Lepji5969HEAThdyRGPP2Gvkx0OWfyBs7sW8elEztQhoVSE6hnakKFq0cwM8sSL0ni+0uH2b37IKvXbOX6tZtYAvV09TEcvwZnVzfkCkWiSTRTknBTJAAXfkep8RzI0qIwfQM/ES2XMWPZHCIjI+k2fT4ab95lqiSrGaWOzBhzRqkjM8acUerIjDH/TnUkVjZjxgKWz1iIv6Qi5CeuPb5+7Q785Mf9a6cJWjKGk5ERBAOWVpZUq1qe+oeOU/PjZ3Qy+b4TdaTustHR0bx48ZpXNZvz8ONnvPR0ueOcnadPnhEREQGAvkxG3gr1qNm8D9b2LgiCIGR0YsTTH+x64+5sNzajio4eE7pW4u6F/fTu2Y4HYwex296WFqMHYGYWm4spvF9X7lhZ0MvRnjyuZenVazhhKgMm1WjJAwtbWnccSY78JdQzzSSWRDMlCTdFAnDhd5QazwHr1oO4ZG5Ngex56dJlIH37juJS4zqZLslqRqkjM8acUerIjDFnlDoyY8y/Ux2Jld25+4DsWbMR8pPXHtcbd+e0qQV9HXPxP/buOr6q+n/g+OvcWnex0d0do7tLQkC6u0FaUClFDDAQQQkJQWkpaaSku7u2MRhjwerG+f2xr/uJUoPFvdv7+Xj4UA+fvc/7c3Z2ufvcz3m/ZwxrxthO5Vk6ezRBfj6McnXhwPB+XLq4n2++mU6j8cOwzwDXTmKk7Fi9Xk/+/HloNH4Y47IHMH/KWPb9uY77909zfvwwfvf25P2Gtbh7+TCT+9VlwYzBBN+5ihBCZASy4ykDMRrj+XPTUvZt+pkH929RqlRx+vbtQsuWjTAYDAQFhXDp0jUuX77GpUtXuXjpGpcvXycqMhI3D28q1m1LlYbt8fHPkd5TESLTUlWVWePeI4evHb/99mN6pyOEEDatePGaFApsQuueE944hqqqfDq0KXeuncPVzZU6tatRv35N6tathre3VwpmKwTEx8ezbNlqvvjyB4KDggms3YpOwz6zugL6QggBr7/jSV7BMpBTB7ayat5k8uXPQ/exQ3B2duLgwSP8+NNyLl++RnRUFAAGO/v/FTfMT51W9cmauzCFSlWRIuFCWAFFUXB0dgPi0jsVIYSwaU+eRHDv3n3qtS/yVnEURaFUlUbcvX6e0qWKM2PGRHx8ZMFJpA47Ozt69OhAx46tWbx4JWPGTKFouVqUq9EsvVMTQog3JgtPGUjpKo0oWq4G54/t5dNPv35mganuuw3wz5Ef/xwF8PLLhkYjT1kKYa0Mdg48ffo4vdMQQgibdu7cJQCy5y361rEatRtErgKlWPz5UKpWa85PP35J1aqBbx1XiBexs7OjT58ubNmyi+2rvqds9abSCU8IYbNk9cFGvE6HOJ3eQN+J85nVoienvfz4o+cExs7eSLf3v6JBm/6UCKyLj3+O11p0ku5zQiRP7NNIju7dwOPQ+0nHnvdzVPD3n2nTtdJLO+B5+GTl6LFTTG3dHW2xajbV3cdaYthiztYSwxZzfp0YRjPExIPZkrwYysJfCer/OXt2PCLBZHvzzkwx/n3szp17AAQe+zNF3tMULl2Vcd9sxiNLPt55pwszZnyD7sel6T7vlIhhizlbS4zUPt+E85e4c/08F0/8iRBC2Cqp8WQj3rabXEqcTwjxYjvWzGP1j9MA8M+Rj4CchSh9bDcRsU8J0Ru4EZCLqIgwop+E4QZc9wlg5eJDSV//z5+5hT/sYttv37Nj+Sx8gS+8PKh79XDSJ53W3N3HWmLYYs7WEsMWc35VDHP2ADasOEBohELDkkayV3x1jLt/7eXaAy23b8SQ8L/3PgX9zZTOZbaZeWe2GP8+dv36LcqVq8cyN086RDxOsfc0FrOZzSu+YdOyr1jk6U7Xx08y3LWzhZytJUZqn0+5G0QFvZ6owuUY9ukKhBDCmkhXuwzmbbvJpcT5hBAvdvf6eUqUKMqiRV9Tt0YZNPEh/OXuwmM7A1mKFaRpw4oMHtiFsjmy4arRcrbtwGe+/p8/cwY7e5p2Gs7CTiMoarCnbVg4rVr34Nq1m4B1d/exlhi2mLO1xLDFnF8V4/oHU3gQoaFYdjPO9hD7ghhPh/XnSssurP9yLVtOG7gaok1adAK4/kCDxWI7885sMf59LG/eXBQomJ8l/jlT9D2NRqulacdh5C9WgeW+Puk+75SIYYs5W0uM1D6fmj2A4R1acfnMIW5eOokQQtgi2fEkhBAp4PP3W1E4jydLlsx56bjAio3xyVWWTkNnvHbsM4d3sGrex4Q/CmbwoJ6MHNkfJyfHt01ZiEzjSrCGE7cSy1oqqDQva8ThOf00zt/TcPbuy8tf1i1mxNvllW+dhJWYPPkLflywkk+WHkvxrmC71i9k7YJpXLv6F25uL/6UV4i3ZTabqRDYCCOOlK/5DgE5C+KfswAe3v5S90kIka5kx5MQQqSh4hXqsn37nzx+HP7CMSEhoVy5fJWCpaokK3aJwLp8MGc7DdoM5NvvFlIhsBEbNmzlNT43EEIAhn+sN/i7q89ddFJVuBGqfWWs0Ej5Jc+WNG5ch6iIcK5fOJbisctUaYTJaGTLlp0pHluIf9JqtXz15cd4u+nY+sssvp3UlQldK/F+2+J8Ofpdrp0/mt4pCiHES8nCkxBCpIDKDdphUWHp0lUvHLN3b2JNp4IlKyc7/t+P3038fjteWQvTtetgduyQQqNCvMqZO1r+uvb/K095fM3PHfcgUuFp/KsXlR5EyFsnW1KmTAl8/Xw5c2hbisd2985CvqLlWLtuS4rHFuLfqlevxK6dq7h79ySnT+/ml19+YNT7fXG1S+CbDzpx/tie9E5RCCFeSN49pYHX6Uj3quNCCOvm4uZF2erN+OLLuSxfvhpVVf/TpWbv3oPk885C/2HNX+tn/HmvBz7+Ofm2fG2ya7QcmLPgmfHW0N3HWmLYYs7WEsMWc35ZDM/PvnhmXKxRgUW//WfsjQev95boUZRCgsn6550ZYzzvmEajoWmeHNz4fRGFNy55JkZy3nO9aGxDD1/2/LGb2O/+//U4o1w7iWGd59NoNOTb8SdtR3/MaFcXNm5cRu1aVZj7UQ8c3ystv0MIIayS1HhKA2ndkU4IkT6iI8P57YePOLJ7HZUqlWfezVsUC3mIJXsAEaf3ULRYDVqFR/Jt7NPX+hl/2etEr9D73DcY2PjgfNJxa+juYy0xbDFna4lhizm/LIZyN4ijAyZxq113wmMUVFVBmxBPrkN/4BEehMv4nrg7qqw/rseivt5jdPn8zNRuUdWq550ZY7xo7MH8gTR59JgN7l7cX34i6Xhy3nO9aGzNzoEUDgthkac771w/muGuncSwvvM977jRaGRYrrKsiInljJcf+5YcQQgh0oLUeLIiad2RTgiRPpxdPeg+ajZDpy/j5t0wSoeGscTTnbhhfbl+/RbBQcHkqN36tX/GX/Y6UcrZleMWC0ajMem4NXT3sZYYtpiztcSwxZxfFkPNHkCxvFrqlzDRuryR2kWNlAw/i51q5GHtBkTHKei04Ov6+jXTrj3QcHfsBKued2aM8aKx1ccMpqrBQH9VJSEuNul4ct5zvWhs6HuDqaAz8Ku/X7rNOyVi2GLO1hLDGnLW6/WMGtwLC7CrejOEEMLayI4nIYRIBUZjPMtmj+XkgU1s2bycO3fu0737EIZOX0ahUlXfOv71C8f4/P3W7NmzjpIli6ZAxkJkbmYL7LukI+Q1azi5O1qoX8KERmqN24Rr125SpWozqjftSuueE1I09s61P7Lh58+4euUQrq7yPlmkj4cPwyhQoCL9Js6nZKX66Z2OECKTkB1PQgiRjvR6OzoO/ZRsuYvQsdNASpQoQmBgOeZO7sWF43tfHeAVsucthk6nZ+PGbZhMphTIWIjMTauBaoVM+LtbXmv8kxgNV0PkbZStyJcvN2PHDGbX2h+5feVMisYuXaURCfHxbN26K0XjCpEcbm6Ji54xTyPTORMhhPivDPGOKTULckthcCHEm9Lr7eg9fi5x8Rb69x/DokWzqZk7O3MndiFk1ug3jltk01K6961N9VyF+PzzORQoUJkhQyawb8wUHItXt/lCrSkRwxZztpYYtphzSsVwWLScRh1rkTX6Hq/j3KV4jD+vs/l5Z5QYrxo7wtmRokULs3T2KEzGhBR5j1dk01IGj25DEb/srF//R4a9dhLDes73ouPOS1fhqCi4HtmJEEJYmwzxqF1qFuSWwuBCiLd149IJ5kzqhpenKyviYpkT+ohlwHsDp1G9Sadkx/v7tSbSJ4BPJ87j+L5NnNq/mdDg23gBLZwcafzzt1SrVhGvsnXTvehpesSwxZytJYYt5pzSMRJy52LLst0EP3n153O5j+8icFDVdM9ZYrze2P1L51C7dmsadxjGsj9WvPV7vL+PD3d05ketwt07JzLstZMY1nG+l8XIcTeITo4u5Fp1DiGESAuZ6lG71CzILYXBhRBvK0+hMoz9eiMaew9qhoVT0d2NftUC+eW7CWxZ8Q2vsf7/jL9fa061HUiOfMVp2X0sH/24l/ltB9DV0ZmtOntat+5BgQKV6eGfhctZfG2qUGtKxLDFnK0lhi3mnNIxTIO6U7Xg6z12d7NsbYLClXTPWWK83tgSJYoyeHAvtqz4hrV13n3r93gn2wwg1CeAZYqGhg1qZuhrJzGs43wvi+Gu03EtXzGEEMLaZIgdT0IIYQuMxnhWz5/K3o0/06JFY65cuc6FC5ep26o3rXt9kGLnUVWVu9fPcWLfZravnsuwYX2ZOHFEisUXIrMwW+DAZR1Br9j55GSn0qikEZ02jRITbyU2No6q1Zqj2HkyYsZvaLRv943btmouv/88kyNHtpI7d84UylKI5GvYqD045qDb+1+ldypCiEwiU+14EkIIW6DX2/HegCn0HPMtO3Yd5MKFywD8tWMVRmN8ip1HURRy5CtOjWZdsFgslColXe+EeBNaDVQpaCKvr/ml457GK5y/L6tOtsLBwZ5vvp7GjYsnmDW2HcF3rr5xrNinkWxf9T2dO7eRRSeRbmJiYvn66/lcOH8ZkzEhvdMRQoj/0KV3AkIIkdmUq9GMcjWaJf2/qqooSsr3ZL9+/hgAgYFlUzy2EJmFVgPl85rx97Bw5LqOBNPzf1YvBWnI5W3BzTF5j86K9FG5cnl+/30Jg4d8wPTBjWnYbhAN2vRHpzckK86ONfMxxsfy/vtSZkGkvfj4eBYv/pXPv/iex2HhVG7wHk06DE3vtIQQ4j9SZcdTcjqCvEn3EOkcJ4TISBRFSZXXtusXjpLHy4t8dVune7edzNplyBZj2GLOaREjz7plNCppxM/t+XWfVFXh+KEwXKwo58wWI7nnq3X5OucS4hlWPZCtK77m06FNsPw0/bXff0Y+ecTuVXMZZNCRa+uuTHXtJEb65sy8n/k1TznKFarCuHFTyVuiBss6DGXTsd1UOrQNIYSwNqlS4yk5HUHetHuIdI4TQmQkqfHaNnt8e3wvHmNvfIJVdNvJrF2GbC2GLeacljFUFa4Eazh9zYLlObtjan45kgKXD1pVzpklxtuc7+DyHxgy9ANOnTjNAGCctz+///xX0tjnvUb/Nm8yx9Yv4Iaq4pGJr11mj5GW54uPj2fp0lV8PWYKd8xmWto5UHz279g5OMHABjhER+Lm6sHZcXPIXagMBjt7hBAiNaVrjafkdAR5k+4h0jlOCJHRpMZrW8W6bfgzPoFN3p5W0W0ns3YZsrUYtphzWsZQFCgYYKHx3S14BN3g3w71mciTkUOsKufMEuNtzlesWCG2b1vJjHcaskhRKBMXw5nDO5LG/vM1OjoynG2/zeXPTUsY1qAWHpn82mX2GGlxvvCBPfjhh8WULFWH0aMnkz9PUQ54+FC+TmvWLpjOxO5VmBIXwweKQs/IcGaNa8/mX75GCCGshXS1E0KIDEpVVb6d2JnIhzf469BmnJwc0zslITIUoxk2HNdjND9b9ymPr5kKeV9ekFxYrzt37jNi5Ifs3LGXstWb0qbPh7h5+nL3+jn2/L6YY3s3oKoW2rzbjM8+mySvrSLFBQWFcPz4aY4dS/zn5MmzxCckUKFWSyrWacXl04f4a8evhD96QKnSJejWtS2tWjXBxcWZ3r1HsHHzLsZ/swUffyl4L4RIXa+740kWnoQQIgN7GHybqQPq06d3R6ZMGZve6QiR4Zy8peVy8LMd7XQalVYVjGhSvmeASCOqqrJ69UbGjp1GXLwJv2x5uHHpJAFZA+jZoz1durTB29srvdMUGcDTpzGcOnXuHwtNZwgODgbA08efnAVKkatgKUpXacz1C0dZOms0Do4OtGvbnK5d21K8eJGkWAsWLGfkyA/pNvIrAuu0Sq8pCSEykdddeJKudkIIkYH5+OekcfuhfP/957Rt2/yZN6hCiLeXL4uZy8Ea4P9XmUwWhcgYBXcn6XBnqxRF4d13m1G7dlU+/vgL7geF8PGE72jYsDY6nbx9Fm/n5Mmz/Pzzrxw9doZLFy9jNpuxd3AkR/4SFK/yDs0KliJ3wdK4e2dJ+poda+ax+sdpdO7clk8+mfCfnXa7du1j9OjJ1GzeTRadhBBWJ1VqPAkhhLAORTYt5adNS8jl7sOQIR9gNic+/mPtHXtssctQRolhizmnZwyv5csJcP/vAtOjaOU/Y60l54waIzXO5+npwezZU9nQqDYdxk/D8edfrW7e1nrtMkuM5IyNiYnlo5ZdqVu7FdvXbsMtoBjtBkxlwndb+fzXswz/dCUte4yjdJVGSYtOqqqyduGnrP5xGiNG9Gf27Kl4rFz3TOxLl67SrUN/amt1TMyaByGEsDbyqJ0QQmQgMdERnDr4BwG5CpI1dyG69a6FS+h9dnr4UO/JIyoElqVmjUrUWrCMSg8f42xlHXtSKoYt5mwtMWwx5/SOcXnvn+y9pOefcvuYCcxnttqcM2IMW8zZWmLYYs7WEuN1xx44cIRBg8cTfPM2HwN9fAJYufgQL2M2m1j+zXgOblvJtGnjGTCg+39i39i1hjp12uB8P5hDZhOKdP4WQqShdO1qJ4QQIn1sW/UDS2aNYsaw5oxoXZQKQC8HJ7aXrsY73cbw1OzCd3OW0PDhYzyAkiYL77//Eb/+up47d+4RO7RPuncISokYtpiztcSwxZzTO0YWdxV3R8szf/4kRklWDFuct7XFsMWcrSWGLeZsLTFeNfZhv26MHPkhTZt2ROfow48dhjHANytn2w7kVdb8NJ3DO1fx/fefJS06/TN21OBedOo0iCdRsXzYYRiKdP4WQlgp2fEkhBAZyKSe1ahdvQy9enXkxImznDx5luPHz3Lt2nVUVcXewZFcBUuTJUd+DHYORDwO5c6VUwTfvQ6AXxY/AiuUpmLFMlSoUIYSJYqg1+tfcVYhRFi0wo6zOrRaKJDFQkF/M3byoyNEprZjx58MHTaRx4+f0LzraGo07YpG83qf+1+/cIwvRr3LlCljGTiwx3PHTJz4Kd9/v5jhM1aSt0i5lExdCCFeixQXF0KITCggZ0F27drP1KljKVeuVNLxyMgozpy5wLFjpzh46BiHdq8mOioKg5092XIXoniFOqAoxMc+5cjJq2zesguTMQEHBwcGDOjGiBH9cXR0SL+JCWHlvJxVqhY04e2iyoKTEGkgLi6eiIhIzGYziqKg0WhQFOV///CfYwaDAQcH+zTJLTz8CeMnTGfFL2spXLoqA6Z+ipdf9tf+emNCHMu+HkOp0iXo16/rc8ds3ryTb7/9iXd7T5RFJyGE1ZNH7YQQIgNpP2g6cQkWBg+egKqqScVNvVf9TtWqgQwb1pdfV84naNIIjvh583GDGlQulw8vxzhiH9/k3qXjhNy9jsmYAIBfjoJ8PWseVXKUZvuISc+cK6MUe5UYtp+ztcTIvW4ZPmVtK+eMFMMWc7aWGNaa840btxk27AM6VW1KU7+iVCpUhUKFq+LvXxx//2IUKlSZokWrUaRIVQoVqkzBgpUoUKAi+fNXJF++QPLkKU/u3OXIlassAQHFyelZgAoFKtG0aSd69RqeuGOoy0A25i3PofHTuHLlOpGRUeh/WvbSnPU/LePJkwguX77GwXFT+T1veb7vMpCJEz+lT5+RBAY2YuOaLXzr4s73lRoma9EJYMuKb3kYfJsfalfBo3Tt/+QR/Pl3DOzUn2p5ClOreXdUVaXIpqV07FaZIpuWJutcQgiRFuRROyGEyGDOHN7B9x/35MsvJzP0q7nJKrLqUrw6kfeCuePnw6renZk69Uu62zsSFBfDH0D9BrX4bMZEcubMniGKvUqM9D9fRophizlnpBi2mLO1xLDGnP/44Qs6dhyAorOnQkQ4PglxODk4cbdlbxyd3XB0caPRj1NxiXjMUzcv9gybiUW1UGP2aOwjHhPj5sneQdNRVQuqCuW/nUBEVDi3HZw4XKEOkeGhRD5+QPT9W0T/69chR0XBX1XJYjDg07gubm4uhIU95uG2PTxIMBIMxPMsZ0XBOWsuXNx98MuWl5+O7qZAWAhRySz2fe/mRT4d0pRRowYwbdmq/1yj+Ph4mmYvzU2jkbYOTixSFFzcvXjvSRjvxURTxCeAX15RtFwIIVKKFBcXQohMqkRgXao16sjo0ZMppyp0d3JgZuni7NlzgAcPHqKq6guLocYP74db9gDyjx7EyJH9mTZtPAvjYijq4MTHDdpz7MQlAgMbMWnSDO726mSzxV4lhvWcLyPFsMWcM1IMW8zZWmJYW86Lq1finRZd8clekPHfbmVc74l855uV9j3G07TTcGq36EHFOq3x7zSSar5Z8es0guKBdShZsR4BnUZSyjsLVyvW58qZQ5z5awfhD+/ztFZL2nr707bHeHqO+Ybhn67kw3l72DRgKkHe/izrOJwRM36lx5hv6F65EU0dnXHMVYRLtyLYe+gCN0MS8MhTnNaOzvSp2oRe4+YwcuYqlnUcQZC3P5sGTOXDeXsY8dlvdBzyKSHvDSYqmcW+zWYTy2aPJn+BPAwf3ve512jSpBkcMxoJAxYa4+nSuTWN6lXkF41KZSBfTBSr5k3GbDK+9nmFECK1yY4nIYTIgIwJcezb8gv3rp8n+M4lgm5fJSE+DgBPT0+KFSvEJ59MoEiRAq+M9d13C/jgg0+o26o3TToOZ/uquexa/xMaVPr27cKgQT3w9PRI7SkJIYTI4FRV5fPPv2P69NlUrNOajkM+Rac3JDvO4s+H8deutQCUKVuKC+cvEReX+Hegt19WsuYuSra8RcmetyjZ8xTBwycARVFeFjJNbF/9A+sWfsq2bb9StmzJ//759r20bdsLnV5Pl85tGDmyPwEBWQAwm81s376XLl0GYbB3ZOrCg9g7Oqf1FIQQmYwUFxdCiExMb7Cn9jv/33rZYjbzMPg2Qbcvc//WZY7uXkvfvqPYvXs1Ot3L/yoYOLAHer2eMWMmkxAfS7v+U6j1Tg92rJnP93MXMm/+Ugb078qAAd1xd3dL7akJIYTIgOLj4xk6bCIrV6ylWeeRNHpv8BsvBpWv1ZLLZ/4i/FEwdgY9K1fOw8/Ph7NnL3LmzAXOnLnIwc2LCA8PB8Dd05cKtVtRtVFHfPxzpOS0Xlto0C02Lv2Sfv26PXfRCcDR0Z4+fbowYEA3cuZ8tm5UdPRTZnz2HQZ7J4ZMWyqLTkIIqyI7noQQIhO6deU0M0e0oEOHVgwf3o88eXK+8muWLv2NIUMmULHOu7w3YAoGeweiIsLYvuoH9m5cjJ2dgYEDutGvXzfc3OTvCiGEEK9mNps5dOgY06bN5tjx03QZ/jnla77z1nFVVeXckV1sWv4lt6+eo1q1SowfP5SKFcsm/XlQUAhnzlxgz56DrFi5jsiISIqWrUG1xp0oVqE2Wm3afEZvsViYPb498RFBHDjwO05OjsmOMWnSDL755kdyFShFzeZdKVa+Dk4u//9hkMmYwP6tv/DXjt/ImrswJSrWp3Dpahjs0qbTnxAiY5IaT0IIIV4oV4GStOr1AWvWbaNs2bo0a9aZ337bgOWHxS/sMtQjwci8eV9wdM9axncNZNe4DtQZ2JAPsuRgyoL9VKjdhi+/mkfJQpX5NlcZ4ucs/E+MzN6hyRZi2GLO1hIjueeb3aEf3+cqY/PztpYYtpiztcRI6/OpqsrZj2bycfZSFMtTnmbNOnHjdihDpy9/7qLTizq2vayTm6IoFA+sw5hZG+k3cT7BF2/SqNF7NC5Th5kzv+XgwSN4enrwTvADvt+yg+tjB/Ptt59gUJ8wd0pvPnmnAEc+6sGTsAf/iZ3Sbnw+jCtn/mJOo1rPLDol55oO9/JgipsLnrEPWfT5cEZ3KM3s8e25MH0AaruSfNK5Ar/O/ZDC+Xx5cOMYcyf3YmzLQiwb2JCD234lKiJMOuMJIVKN7HgSQohMLCE+jpMHNnNw20qunPkLD0Whk6rSN4sPWS8mduH5d+eh27fvsnDhCpZ98yOPLBZq6e0oMOZrigfWJToijFu9a7Eg9ikuGg2DJo6gV69OBFRunOk7NNlKDFvM2VpiJPd8s3KWQRsZxQQbn7e1xLDFnK0lRlqd78ivP7J69UZ+W7WJ27du4we0cHDCddpSchcs/cJH61p1rYTpYRD3PH35ddwcYqIjiImOoPAPHxMbHUGogxMJQ2ZQploTNJrnf67evmsltj8M4keDHfsMdsRER6I3GKgAVE9IoKq3J8WO78DV1YVrhSox78EjlikKCVodY2ZtIFueIs+N+7bCHwXzaddKtFVVfkih639p60q2bt3Fps072b/zTxKAFg72jN65hsKF8wMQXLgKv4eEss5g4C+jEUVRqKLVsdqYgH0yO/EJITIv2fEkhBDilQx29gTWbsXwT1fy0bzdNCpdjZUaDWUfhXP48Angv52HcubMzkcfjeLy9PEs9nTnaYAvP0zty6TuVTiwdQWtuozitFcWqhUpz7RpsylVqg6flixGdNYsmbZDky3FsMWcrSXG644NC3vM3LmL6Dy8LxOyBxDarysREZE2O29riWGLOVtLjNQ8X8Sgnnzm5koJk5lKlRozZ+5SshYI5Ivm3bnoE0CHHuPJU6hM0qKTqqrcvHSSJbNGMb5LIENaFMDvYRBZgcDHoXwx6l2+/7gni78YwcfxMczXaNjmZM9PMwbx+cgWXD17mOc53XYgDXyzMr73JGb+cooJ326hZY/x6LIX4EeNhiaPHpM7dzlq1GzJ97lzYnZypHqh/JhMRq68IObbinzyiIWfDcHB2ZkZKfh3ZEBAFnr06MDqVT9xe9o4rvr7smzquKRFJ4CcowbyfvYAdnwygUuXDtKyZWMOmIyEeWVJVic+IYR4HbLjSQghxDOMxni+mdCJx8HX2bVrFTlyZHvl15w9e4GfflrOL7+so1zNd+g8bCYAj0Pvs2Xltxza9isajYK9vR0tWjTi66+n8/hxOKVK1WLevC9p2LA2y5atYty4ady5cxKAzp0H4OjoyA8/fE5sbBwFC1Zk9uzptGzZmDVrNjFs2ASuXDmMvb0dffqMJC4ujp9//g6AHDlK8emnE+nQoTVbt+6iT58RnD69Bw8Pd4YN+4B794JZteonAAoVqsz77w+kV6+O7N17kM6dB3Dw4BayZfNn3LipnDlzgU2bEh9nKF26Nj16dGDw4F4cPXqS1q27s2vXWvLly83kyV+we/d+du9O7KRUuXITWrRoyOjRgzl37hKNG7/Hxo3LKFGiKJ9/PofVq3/n0KEtANSt25oqVQL5+OPR3Lhxm5o13+HXX3+iYsWyfPfdAn744WfOnNkDQLNmnShSpAAzZkwiOPgBgYENWLz4W2rVqsqCBcv55JPZXL2a+EtS27a9yJLFl6+/nk5ERCTFi1dn7tzPady4LitWrGP06I+4ffskiqLQrdtgtFotP/00i4SEBPLlq8CXX07h3XebsX79FgYPHseFCwdwdnZiwIDRREREsWzZ9wDkzl2OyZPH0LlzG7Zv30vPnkM5fnwnPj5ejBgxiZs3b7N27WIAihatxtChvenTpwsHDhymffu+7N+/kRw5sjFx4qccOXKSP/5YCUC5cvXo2PFdhg/vy4kTZ2jRogvbtv1GoUL5mT59Flu37uLPPzcAUK1aMxo3rsu4cUO5ePEqDRq0Yf36JZQuXZwvv5zL8uWrOXZsOwD167chMLAsU6aM5fbtu1St2owVK+ZRpUoF5s5dxDff/MT58/sAaNGiK3nz5uKLLz4mNPQRZcrUYeHCr6lXrwaLF6/kww8/49at4wC0b98XDw835sz5jKioaIoUqcp3331K8+YN+fXX9Ywc+SE3bhwlJOQh777bne+/n0nx4oUpUKASQ4f2Zti/frkUwtZFRUXTufMgDhw4QqnKDSlXozlFytVAr7f7z9iY6AiO7F7LwT9WcPfGRbJmDaB16yYEBPjh7u6Ou7sr7u5uz/zbzu7/4xw4cIQPJs7g1MkzlKxUnxbdx5IlW97XylNVVR7cv8G1c0e4evYwIXcuo9Mb0BnsMdg50Lj9UHIXKp1i1wXg/LE9/PzVSAxaWLz4aypXLp+i8ZNDVVUqV2mKnXsu+k2cn255CCFsj3S1E0II8Ub0ejv6TPiBmSNb0LJld/r06UStWlXJnz/PCx+DKF68CLNmTSUwsAwDBoyhQPFKBNZphadvVjoO/oQGbfpzZPc6fl/yBf7+ia2fHRwcGDt2KAUKJP5iULJkMcaOHZIUs23bd9Dr9f/LScfYsUMpWrQgAEWLFmTs2KHodFoAWrZsjNlsTvrasWOHUrJkMQAKFMjL2LFDsbdPLKDatGl9oqKik8aOGNGf8uVLAZA7d07Gjh2Kq2tiN6AGDWpRunTxpLFDhvSmRInExy2yZvVn7NiheHl5AFCnTlXy58+dNLZ//27kz58HAD8/H8aOHUqWLH4AVKtWEV9f76SxvXp1Ilu2AAA8Pd0ZO3Yo2bMn/n+lSuWwt///X666dm2Ht7cnAC4uzowdO5S8eXMBUK5cSd5///8/qe7QoXVSvRA7OzvGjh1KwYL5AChRoghjxw5NGtumTXMUJXEjtFarZezYoRQrVgiAIkUSr7fBkPj9eOedRsTHxyd97Zgxg5KuU/78uRk7diiOjg4ANGlSL2k3D8Dw4f0oVy6xY1OOHNkZO3Yobm6JBXDr1atBsWKFk8YOGtQz6XseEJCFsWOH4uPjBUDNmlXImfP/F0X79etK7tyJRfJ9fb0YO3Yo/v6J17tq1UA8Pd2Txvbo0ZGsWRPvQ3d3N8aNG5rUIapixXJJ9x1Aly5tcXdPfCPl5OTIhAnDkr7PZcuWZNy4/79nO3RolfSLsJ2dgXHjhlK4cIGk6z1u3FA0Gg3Zswcwc+ZHlChRBJ1Ox5w5MyhePHUe40ktT+Ph7B0tFhW8XVS8nFXcnVS0spde/E9Y2GPebdOby5dvMHjqEgqUqPSfMaqqcuPCMfZt/YWT+zdhNhlp2LA2X854n1q1qqDVal/7fFWqVGDnjt9Ys2YTH3/8BVP616Nao4406TgMFzevl36toihkyZaXLNnyUrVh+2TPNTmMCXGsW/QZu9b9RO061fl+zoxn/j5IDwcPHuHSxSsMnf5huuYhhMi45O2BEEKI/3B286T/Rwuxc8vGBxM/IzCwIcWL12Lo0A/YsGErERGRzy1u2r59KzqWK8VvX47AaelXScerH/+TZX+soLBfNo4eOwWAg4M9w+ztKNWiC4YFyylWrBADBnQHEgundpwwneZBIQDodDqG2dtR7t0eGBYsp2DBfAwY0B2dTodhwXLajZlMq9BHSecbZm9HpfZ9MCxYTp48ORkwoDsODvYYFiyn1YiJtAt/kjS2T5/OlD9+GtcSNci3Yy8DBnTH1dUFw4LlNB8ynk7RT5PGdu/enkqnz+Naoga5tu5iwIDueHi4A1Dr8nX6fjI76Xp07tyG6hcu41qiBll//4MBA7on/XJR7fwlBn3+XdLY995rSdWqgRgWLCdH9eYMs7cja1Z/ACqeOsfw2fOSxr77bjNq1qyCYcFyAio3Zpi9XdKutBIlijJYr0/6vrRo0Yh69RL/27dCfYbZ2yUtUhUpUoBh9na4layJYcFymjSpR+PGdTAsWI5H6doMs7ejUKHExzLy58/DMHs7vMvVw7BgOQ0a1KJ584ZJ36vRcxZS5kjio5m5cuVgmL0d/pUaYViwnDp1qtGqVZOksSO+nkeFE2cAyJ49gAEDuuOz+ndcS9Sg7rWbtGv3TtLYIV9+T5WzFwHIksWXAQO6479+K64lalDz0lU6dnz3/7838Qk07Pc+hgXL8fLyZMCA7uTYvAPXEjWoeu4i3bq9lzS2S0wMTQaOwbBgOW5urgwY0J1s2fwxLFhO9S4D6f+PBdb3nkTQYtgHGBYsx8nJkf79u5MrVw4MC5ZTuUNfBv9jkar1wzDeff9DDAuWYzAYGDCgO/nz58GwYDkV2vZimL1d0i/S1atXwvHnX3EtUYN3gh+QLZs/e/YcoGv15knfvz//PMS5c5eSroe1FIqObTGQLccUbj3ScidMy4lbOraf07N6P+zYFcGJm1quP9Bwf9UhHneeyMOVewiNVIgzpmwe6V0gOyPFSOnz3b0bRIOG7bl5K4ivm3bl4y9HPlOwOjoynPPT+/N183x8Pupdgq8eYczogVz+YDgbzpyn8Z17zyw6vW4eGo2GDpFRXMZC1/Kl2LvxZ5Z/Mw5rEXznCl/3qsH+dT/x2TsN+e3X+fj6eqf7PTNv3lL8c+Sj1tVzuLxXmp1j27Nk1mgsFksKXwEhRGYlj9oJIYR4qfi4GK6e/YsLx//k0sk/Cb57HY1GQwWdjoYJCdTz9abghf1JvyRYilWj6P0QPLU6+q+5iE5voGO3yriE3meuizv9o55w/PgO8uTJafOFcjNiDFvM2VpivO35Nm/eyYqew9gQF4clewCl3N0oX740X3zxMU+LVqVm0AMW+3pT5PIhrl27yaNHj6nfZ0SazVtVIb55P7YM/pJ4F3eSS6dRKZLNTGCjamit8Ppn5hgpeb7zWXyop9FhtOgYPGUJwyd0xCX0PpE+AXz0/lfs37KcUwe3oibE0xLo5eNFuUsH0Wg0KZKHS/HqfH8vmFGAV64CdB/9LVlzFSS9nTq4lYUzh5LPbGK5yURxK7ln7vr7kTv0ERqtDmNC4k5WP42GBxYLH8zZZhXXTghhvaS4uBBCiBRhZ+9IsfK1advvIyb9sIupCw/QftB0Yr0D+ASoEvqI3HnK07XrYDp06E/OR+GEAA/tHYmLTdwtdLLNAKJ8s5K3wzCcXd1ZsOAXwDYL5Wb0GLaYs7XEeNvzNW5chxXTxiUd27JlBZMmjUwc27szzV2c8OrTGYClS1cl1jb7X4wlNSpz5869FJ931IiB3HuscOyGlo0n9awbv+CNFp0ATBaFM3d0XJk4zSqvf2aOkVLnO+TrTbXIaDQGV0bOXI1v1tzsbtqV6c6uFDcl8NWYdjy8fZoJ44dw5aNRrMgeQNWxQ5I60b1tHqGhj2js7MxgoHHxSoz+6nerWTgJDbpFQnwcbtkD0GXxsZp7JqZnB8qXL0P791rwU4fW3PL349y0ceh0Oq6dS52i6kKIzEd2PAkhhEi26MhwJvetTUx0BGazGUXRYGfvgL2jC/mLB1Kx7rsUKlkFzXPqc6z+aRpHd67k4oX9ODjYp0P2Qti+uLh4QkMfkiNHNuLi4ilYsBIffDCC3r07ERQUQljYY4oVK4yiKBw+fAIPDzcKFMjLiRNnmD59Fp999iF58uTEZDKh0z2/5OfTeNh9Xk90/PNru70pRzuVxiWN6F6/fI+wAbt27aNz50EE5C5Cv0kLcHJx49D231jx3QeoWGjerD5du7ajatXAF9YLfBt//LGbgQPHYbIodBo2k2Lla6f4Od7WpVP7WfHdBMJC7/P17Km0b98qvVN6obr12qI4ZafnmG/SOxUhhBWT4uJCCCFSzdkjO4mKeMzevevQ6fT89dcx/vrrOAcPHufonvUc3bMe/+x5yV24HPmKlqdw6Wq4eycWc67euBM7Vs9j27bdvPNOo3SeiXgbCabEf4xmJem/E0wKRnPiv//951oNOBpUHAzgYFD/9w/Y61WMZoWn8RATrxBrVLDTqdjrwcfVgtN/G2Blevb/qO1lb2/HxYsH+PuzxOXLV/P11z9y7drh/9WaGk3DhrWZNm08AQFZ0Gq1SQXTR4+ezK1bd1izZhEAJ06coWDBfKhaR3ad1xGTkPILBDHxCheDtBTPbn71YGET1qzZRN9+oyhcuhq9xs5Bq9ezat5kdq77iY4d3+Xjj0fh5eWZKuc2mUyMHz+d+fOXULxCbToNm4mre/oW634eVVV5GvkksRGGqhIbG5feKb1UlcrlWLxkLUZj/HO7EAohRHLIjichhBDJ9veOp7q1K7Fgwaxn/uzu3SAOHz7OX38d59Ch41y8eBl7R2cmzd2Ju1dil7GJ3SvToV1jPv54dDpkn/HEGyEkQsOTpwoWFXJ6W/BwUkmFTQUAPI5WOHlLy8Oo5z+xr9eq6LVg0KkYdCT9t8kCsQnK//4Bi/rfBDVK4oJTghlMZgWNopLPz0KRbGbs9c85mfiPhIQErl69mdQR8O7dIHx9vZ5pPf+3PXsOEBYWTuvWTYmKiiZnzjJ8/cNcXPI0IDYVFp3+plVUqhYy4e6Y+P1OrXtVpL4ff1zG6NEfU6FWSzoP+4y42BgWzBjE5dMHmD59PL17d06VHU5/u3TpKpUqNaZ+m/606DYmVc/1pm5dOc2qeR9z/cJxGjSszZTJY5K6nlqry5evUalSY9oPnEa1xh3TOx0hhJWSGk9CCCFSjbOrB0PK12Ht2k3sHvXxM3+Wd/seekz+nK+LFODAgd+5dOkgjpi50LtmUlejrHmKcfr0BZvp0GStMQyVmnP+94v8flLPoas6bj3ScOduPNvO6tm2J5rTd7RcvK/hxtoThPT5lODf9hPyRCH8qYLZkvzzKTXbcWTLHbad1ZNggsC8Jure/oOW07rR8tpqWpZLoG3FBNqfW0yn7pVpfvxnahc1Ua2QicB8ZmrtX0KrDlVofWoxbQKNtCyXQMMSRurc2cY7n/aizZWVtAk00ryskQ7nFtNtaF1KPjjBzYcaNp7Uc/6eBmXhr1Zz/dP7fC867rx0VVJXR0jsHmhnZ/fcsTVrVuG9iEhiWgzi+p4g5m++gi5bw1RddAIwqwp7L+pZf9zAqsN6Np/Ss3/bA85NXcv1tSe5/1jB8oJ79EXztpbrb4sx3uR8LsWr81m73owa9RG13+nBp4VKE9itMrP71uL+jdOsXr2APn26YLfwl1TNo1ybnvg6O6NaLCiKQpFNS+nYrfIzXfRSypvEVlWVWWPfIyH6AevWLWZNvRqUbd09Xb/fFosF8w+LXxqjYMF8tGrVhD9+/Zb8Gxal2jUVQmQOsuNJCCHEG+nQtRLvPgzimlbL0Qfnk7raPa+DzrLc5Rj8JII/PXw4t+wYm5fPZv+mhTx0skd7L9iqOzRZY4w4I9ycuoLzNVqDRkO+3AYK+ptxMIBzqdrc983PxRZdCQ2sgckCpjgTFt2z24U0iorPtXP4nTmMz8NbOM6dhKMB3Eomni8+X15u7/yDx9EKYdEK4ZdDifb2xyHyMUVLuZLH14JGSZt5Pzy+l/P3tVwL0WAf/ojSv3xLztunsOz9zaq+h9Z8z/z7+JPTe3kYqXA3TEPQ5cfEuPtgTQLcLVQrZEq6H63p2mXEGMk9n6F4dQbcC2Yx0KLbGOq36Y9Ph7L0jAgjm07H0iNbyZ07Z5rNu7uTA9u9s/PB99uTuqhG+WZl2aKDpKQ3jb34y5FcP72XPXvW4Fe/DYb7IWiy+hNzcic6nQ63kjVf/TN7ajfR0U+JiopGrduaqJCHPPH2xHHVAooVK4RH6dqvde1u375Lt+7DOH/yDJ2AMVl88bt44Llj/9719JWzG0OjnqTKNRVC2DbZ8SSEECJVnWo7kHEePtw0m9m79//fiD6vg07n8UMppNMx1MkFVVXJnrcY4eHhXOv2nlV3aLK2GBYVLgVp2HhCz/l67Sm2ZxWtbq+jVM7ERSeAhCG9yB5yier2t2he1kir8kY6XV1GzwHVaHd5Oc3KJFC3mJGSOc04eDtzs1pjdvaZyu8nDKw5qmftV+v4dd5OFs3ewa7zes7e1RKXoJBDCaPOvA94J3gL+fwSF53Sat52eiiTy0zjUkb8lEgO9p3E8k/Xs/mUjoNXtJy6reX8pBmYcmTLEJ3BUjOGOUdWLkyawcYTenZf0HPtgdbqFp1QVUrnMqEo1nXtMnKM5Iy9fz+YaoqGlcCEum2o36Y/21f9QNuIx1S3t2Pnx6OSFp3Sat713m3O/dtXeBRyJ6mL6sk2A0hpbxq7cfuhhIc/oWjRanjfD8EVcL4fjK9vETw9C6C/F4wd4BzykOw5ypA7d3ny5a9E1ogosmo0uIeG4e1diJw5y1CsWHWKhzykMtD40WNq1mxBnrwVaObqwlfurhxu0xyLxZJ07n9eu40bt1GtegvuhzyhY/narFcUuvzjEdx/X+e/dz19gsoTn4BUuaZCiMxBdjwJIYR4Y6qqMqV/XapUKMz8+V++dOy2bXto1643/SbOJ2eBkozrXIGlS+fQpEm9NMrWtoVFKRy9oSUiRiF/FgtFs5mxS6GaR3EJEBat8CRGITJWQasBL2cVL2cVV0c1aZHJWsQb4UGkQsgTDVFxCk/jFWLiFcrkMlHA3/LqAJnUw8jE2lyPn6bc546ezhbiEpQUL0Lu42qhcn5T0oKqsA4HDx6la9chqFo7+kz4gSzZ87Ps6zEc2b2OkSP7kyWLL+vWbeH335f+p9bSnTv38fX1xt4+5QtVR0ZGkTdfIK17fUDNZt1SPH5KCLl7jQf3b2Ixm7CYzZjNJiwWMxazCbP53/82Jf2/qlpwcHTG3tEFewdn7B2dcXBy+d//O/H4YRBXzhzi6plD3Lh0AmNCPO7u7lSpWp6PPhxFvny5iY+PZ9KkGcybt4QyVRrRcegMHJ3d+LhPTRrXr8QXX3z8wrzHjZvGkqVrmbH8OFqdFNoTQjxLutoJIYRIdYqiUKFWKzau/JrIyChcXV/84US9ejWoWasqaxdMp967/QBISDCmVao2S1Xh/D0N5+5p8XBSqVfchKfzKz8zShZ7A2T1VMnqmbJxU4udHnJ4qeTw+v+uaIevaTlxS8uTGIUSOaQQ+T9Fx8Hp2zruPk6ZBSd7vUpuHwu5fMwYzQo7zqX828mHkRq2ntZTKb+JLO62cV9mZKqq8tNPyxk3bip5i5Sn57jvMBuNfDWmDSF3rvDTT7No1aoJy5atombNyiiKQnDwA8LCwilWrBBXr96gQoUGrF69gNq1q2E2m5Mez04Jrq4uVK5UnnNHd1ntwlOW7PnIkj1fisf18stG/mIVoMNQjAlx7Fj7IxsWz2T79j/p17crOp2Wbt2Gcv7CFdr1n0yNpl1QFIWwB/cIuXeTmjVHvjB2WNhjFi9eSa2WfWTRSQjxVuRROyGEEG+lQu2WxMfHs2HD1peOUxSFaVPH8TD4Nktnj6FTpza0aNEojbK0XUdvaDl3T0exbOZUWXTKKMrnNVMml5l7YYkLFkZTemeU/syWxEXLLaf0b73opFFUsnuZqVEosfh7yZxmXBzg+E0tkDpb4uJNCtFxVrbdLhOKj49nyJAJjBr1EdWadGHw1CU8Cr7DjOHNSXj6iK1bV1CoUH4AOnZ8l/ffH4iqqgwcOIaJEz8BIF++3CxbNpdy5UphMplo1Kg9ixatSNE8GzSoyZUzfxEfF5OicW1FQlws6xd9xu8/f07ZcqXZ9+d6wsIeU616C4IfRjHqizXUbNY1aSfa5dMHUBSFatUqvjDm3LmLUVGo1bx7Wk1DCJFBycKTEEKIt+LpE0ChkpVZvnwt8PJuO6X+Osbo0YPo1q09s2ZNSbVuR7bYVQpgwQJXSpTIyYIFiVuVw58q3AjVsnW5K0e2Oz/zyNu/x77suLXPOyVi2C9cTrkG1Wh6aRUJJrgSorGJzmCpFSO69TC2/RnD2bs6zOqbL964JERSMoeJ5mWNVClgJufaZbiXTDzftRAN4Sn42N6/6bUWCmxJ3Y5oEuPlYx99NZfmOUqzbOkqqjZsj49/DpZ9PY5Zo96lSFQ4+3t3JCoqmqpVm3L6w8+SYiiKwqxZU5k//0sMC5bjVrImLUIe4OrqgsVioWbNypS5dSdF592gQS2MCfFcPLEv6c9jY6L4/uOefDOhA36/zkmVzmz5Nizij5YFufbZkBSN+zL/7q534+JxPu9RhZ3rfqJf1Qr8svx75s9fSrduQyjvl4vjCQk0vHz6mRhBm5ZSVqfDd82mpGP/vJ4REVH8MG8pVRp2wNnVI83mJoTImKTGkxBCiLd2eOcaFn0xnLNn/6RI4/dsrkOTtcQoUSInd+/qyZ7dyJkzt7nzSMPBqzo+7uuPHjhz5vYLx77suLXPO6Vj7F63n9thGjoMqIv9tWuZ6r5LMMG52du4Urlp0hh7fWK9Lr+fF3C7SCXC8hblZRRFJdex3RRd/SP+j28RdXrPc893+9CfPIhQCIvSEHY9jBiPlC1S/uD2BQb/NBmPY4dQbeT622qM5x27fPkaLSo3IeQfhar1BgOFCxeg8Y1bfBQVjT57ABGn97Blyy7ajfn4tbuUpta8a9RogdngzaDJPxMadIsfpvQm6PYVAGrp7dhhjOdpCnZms1gs7GxdhDXxsbSyc6De2kspEvdV/t1d79Nhzbl95dmFJb3Bjnd7T2Lur9/h+jDomY50FouFD5vlpaFqYX42f+LO/gk8ez0/7t6B6Z98zZQF+3H38kuTeQkhbI90tRNCCJFm8hcPBODChcs216HJmmIMGxZO9uxGhg0LByDAw4IlQWH4Jw8YPjrspWNfdtza553SMQpnNWMyw/FJX2a6+y4iRiGqRGlKbV5Ezbu7aF4mgRbljFQrZKJYPh0tZ/ahctB+7PXPfu6omE34R9+nXB4T75Q1Us3xDgFhN4kf2ueF5/NwUikUYKFKQROtQzbRfEYffGMekBwaRcXBoOLhZCEg+h4FDm7COyYUAL+cRfh18gp+Wbif+2PGpfq1y8wxnnfs4cMwCuTOyUBnJ75v14I//9zAvbsn2btnLRM/GsUiDzd2Nm+Ioig0blyH+OH9Xvt8ERGR9MkWwBk/nxSdd79+XTh/bC93rp1l5ogW6Inj8OGtrFmzkN3GeD5xdk3RzmxrfprG2oQ48mi1XE/DxZl/d9cb9skvLG4/lB0ePsxs1o1eY79j/LdbqN6kE6faDvxPJz5VtWDn6s5SwOfhYzp1GsDPP//K4TbN2enjxbKaVfjuu4VUqttGFp2EEClCdjwJIYR4axazmaGtCjFt6lj69Omc3ulkKLEJsPuCHq0msbC4tXWYs1Zn72o5f09DjcIm/KU49X8YzXApSMvjaIVsnhayeVpSpEuiqkJQuMLpOzoiY5+9We31Kn5uFnxdE3dgORhUDDr4V/Mz4o3wxxl9Uqe8mPB7dKnvRVBQMCEhD6lQofTbJyreWocO/fDz8+Grr6Yk+2sfPQqjTZtefPLJB1SsWDbFcoqPj6dYsZoUCWxEyJ0rRD66zf596/Hy8mTixE+ZO/dnarfoSbY8RciWpwh+WfOgecMi5zvWzGf1j1OZMWMSd+/eZ9W6XXw4b0+KzSW1WSwW7t04z/ljezh/bDc3L53E8o/dbW4ePrz/xRq8s+RIxyyFENZOutoJIYRIMxqtFp8s2bh16056p5LhOBggMK+J7ed0XAvRUMDf8uovEhTNZuZhpMLZu1r83aXS+L/ptVA8u/nVA5NJURI7JPp7GLkZqiE0UsHHVcXX1YKL/X8XmZ7HTg9VC5q49kDDhStBLJk1ljbVvmXSFxuoUrMu5dXXiyNS1/LlczEa36wzqbe3F7t3r03hjMDOzo4ePd7j628WMPqr9Xw1ph3dug1l8uTRfPDBcMLCwtmzZz3bVs0FwGBnT0DOAtg7OmNKiMdoTMBsTMBojMNkTMDZzZvRX21Ao3n2IZGjezew+sepDBvWlz59OvPttz/x5HFois8nNWk0GnLkK06OfMVp9N5gnkY94cH9Gzi7eODs5omDk2tSIXIhhHhb8qidEEKIFOHll4Obt+5adaFca4mRnMLgCxa4UqtKDkxPdJy/p8VkTn4Ma5l3WsbQKOB//TRx98LkvkuHGBoFCm9aSoPWVSmyaSmuDv+/WPQ6MTydVSrkNdMneCeHgq/j8dsG2rR7F5csxTh8TUPor39CrffQW9m8bTVGcs/38MvvcS1RA6clv1ndvPs62GOOjeHavCl0GfElp89eoXbtVgQWqUb2jdv47b3mXL9+hA0blvDhpBFUddNQ8spJKjqZqVWlKA3rlufpo2DCQoMJdHR9ZtGpyKalZOtQlp9nDqNtuxZMmjQSw4Ll5PpqLnExT7l4cv8zY1OjmHlqcXJxJ0+hMvhmzY2js5ssOgkhUpQ8aieEECJFrJgzkZCrf3EhJtoqC+VaU4zkFAb/+1iZijH0nvSImkWMZHFTpbj4axy/P/BL9rcfRc9BNYg+tSvV87CWeWfkGFfuGzl8TYveYA+ANiEOVw8Drg4qLitXoYmIRHGyJ6FHBzSATqviPfEjXC+cxVlrJGH/uqQFMFuad2rHSM7Yu3eDKFWiBmuAZm8YIyQklBpFq7HcYqFWKsx71N0gvgRc3DwpW+MdAnIVxDBvMr/HxRAG5MyZg5YtG9GyZSOqdOyfVBT9zp8b6N59KPv2HOBboOO/CpGX6FieRuGhVLCzY9mdExgMBlxL1ODJ3SAaG/QcTjBSIrAuLXuOZ+QHnZ8pAC6EEBmRFBcXQgiRpnz8c3L79h1ih/axykK51hQjOYXB/z7WqX0UAH+X4JDi4q8+7lylOKpW+1qFqVMiD2uZt63FiDPCgwiFB6NHYcyd86UxcvlA8OlVKMZYAMwGe8Kfarj9SMu5Ou0406o3pxt05uJ9Lefvazl9R8fO3lNZ+9V6lny+mVVH9Gw+pefAFS0nJs8mqEYDoocPeOH5rP3apVSM5Iz19fViQad3qZU1yxvHcHJyZECDWuTw902Vec/MHsDRUQPp0qkFZw9sYPnXYzns5sF4ZzemNuxItkKV+Wnhr9So0YL8sfF0dHSgPApFilTj6PHzfP5ODzr+qyB32IN7vJMQS169nqWTRmIwGJLO5549gJ3TJ/DTT7MID7rE1P716eqXnTve/ilazFwIIWyV7HgSQgiRIk4f2sbcKb25ePEAWbL4pnc6Gc6dRxoOXtXRvEwCjnbpnY1tsKiw9qiegv5mimWX2ljWIsEEoZEKoREaHkQoRMT+83NQFUcDONmreDtbMFsUYo0Qm6D87x+wqCn7CJCiqHg4JhY8z+1rwdNZitG/SHx8PHZ2tvUClJCQwB9/7GbJ0lXs3PEnOr2B0lUaE1inFRazmaN71hN06yIuHr64uHvh458Li8VM1JMwop48JDoijKgnjwh/FIKfrzfbt/+Kn5/PC88XFBRCo0btuXPnHs06jaBxh6FpOFshhEhbUlxcCCFEmvL2zwnAzZt3ZOEpFQQ9UXB3tMiiUzJoFPBzUwmJ0MjCUzqw/K/DXXScwtM4hej4xP+OigN40eKRQkwCuDqoGM0KD6MUImKUl4x/e6qq8PipwuOncOOhhuqFTPi5yeLTvxmNRpo160zjxnUY9q+dR8kVHx/PyZPn8PBwo2DBfCmU4fMZDAaaNWtAs2YNCA5+wC+/rGXJ0tV8PWENGo3mH53cLgKg0+nw8vbCx8cbXx9PCuXIjrd3SXx9vWnZsskLF52ioqL5/vuFfP3NAiwWaNppBLVb9krVuQkhhK2QhSchhBApwud/LZdv375LpUrl0jmbjEVVIThcQx5fWTxJrizuFo7f0JJgAoO860kzqgpHr2u5+fDNWtUXDDDj7564+JNggkdRCg8jE7vkhUWnXqUIs0Xhz4s6qhY04e8hi0//pNPpaNGiEYGBZd46llarZdy4qRQunJ85cz5Lgexej7+/HyNG9GP48L4cPHiUCxeu4OPjhY+PJz4+3vj4eOHunrzC2vHx8Sxc+Auffz6XyKhoqjfpTMO2A3F280zFmQghhG2RGk9CCCFShN7OHr3Bjqitu2yuQ1NKxEhON7nkdrVr0NyfeJOCv4fljWM8b6y1XLvUjJGvfTtUFEIjlTeOYYvzTs8Yqgqnbr/5opOD8WnSjiPDguV4l6lBrrXLKJnTTL3iJmoXNeIT8+CNYr8Os6pw4AI8jk79e8ZaYrxs7KH8gXzbaQCKojBgQHfKli351ufT6XT80bY58/48hGHBch4/Dk/TeSuKQpUqFejduxNtH4fTqP9oiu0/jIeHO4qivFYMs9nM8uWrKVeoChPGTaOiby4+mr+Hd3tPlEUnIYT4F6nxJIQQIkVEPH7A2E4VWOPtQctH4TbToSmlYiSnm1xyu9oVqRRDo3aRdK4Zz9+dvd+kM96/x1rLtUvtGEuWHSVHUS9K5jSnah7WNu/0inF4yz5O33mz7WX5dq+j9N6VaP9Y/NLzuZSowb0shTjSaxxh2Qu80blexUGvUq+4EUc727r+b3vvHvplHvPnL6FPny5UfK83X9wN4g87A78Fn0vaCZSSOT8KyEIxs5kxYwYz9Ku5aO4GYc7mz919v3P/fghBQSE87juSoPAIHjs7Ef1uM0wmE0ajCX7/A1NMLPH2dsRWCcRoNKH+dQxjQgI5HR2Ye/9Mil47l+LVuXwvmG3urnzv58eVy1dpYWfPJ/FxZJXudUKITEi62gkhhEhTj4LvAJCtW3ub6tCUUjGS000uuV3tPDzMGPRq0qLTm8R43lhruXapHcPi7PTMtctI9521xTjz0eecvqPD28VCo1ubMDyN5PWoOBmjqbXyMxzaNXjl+eKH9SV7yCUaRx8kMK/pNc/xLLf4J2iMCS/881ijwr7LOkxm27n+KXHvurm5YjQaefw4nLhhfRmRzZ8N0yc88/hZSubsMKIfY8cOIXfuHNSxs6egTofLg0fkzl2OqlWb0rZtL/qHRzJfo2GLnTO7D5zn4LHrnDh/n6ue/oQb7AjLkotbIbH8+edB9iUkcALIUqE0//x8/U2vR0hIKCtXrqd//9Fki4ymKDA66il2btkZO+t3hveaSNZ/dcATQgjxLNnxJIQQIkUc3rmGRV8M59690zg5OaZ3OhnKzYcaDl/TUrNwYtHjZJQfyfSexsPGE3rK5TGT109qZKWmmw81HLmmJZuXhYr5zBy9oeXWKx63s9erlM5l5kGEgp0eSuYwJ/u8qgprjuoxmpP3g+HmYKFggIUj11++Oyurh4WqBU1W83M3fvw0DAYDH300CoDmzTvTr183Gjeuw6FDx/joo5msXDkPd3c3PvvsG4KCHjBr1tSksZ07t6FNm+YcP36aMWMms2TJHPz9/fj66/lcuHCFuXNnpsu8tm7dRfv2fSlStgZFylTH3dsfD+8suHv74+bhg1anf+7XPX4YxI418zmwdTk6rYYePdozYEB3/P393iiPp09jOHjwKHv2HGDXrgNcunQFgOx5i1CwVFUKl65GviLlMdg7vPFchRAio5CudkIIIdLUw+Db+Pj6yKJTKsjpZeFaiIY9F/U426kUDDCT19fyzC4e8V8JJvjrqg6DDnJ4y6JTarocrOHkLR2F/M2UzGkmKFx55aJTHl8zpXOa0etAoyi4vuHv8YoC7o4qD6OStzIUGauQw8vCk6dmroS8ONf74RpO39FSKmfyF8VSQnT0U+bMWUCPHh3w9vaiePHCBAX9f42rgIAsODsnvu46OTmQL18uNP97cQgIyIJeb0gaW6hQfry8PABwdnaiaNFCGAyJCzr+/n4kJLx4B1hqa9CgFqVKFScyJoraLXq+ssB36P2b/PHb9xzZtQYnZ0dGDO9D796d8PT0SNZ5zWYzp06dY/fuA+zefYCjR09iNBrx9PGnYKmq9Gg+iIIlK+Pq8fxudkIIIV5NdjwJIYRIEYs+H44l+hbb/liZ3qlkSGYLhEYq3AzVcCdMg5Md+Ltb8HJWyS3d7p5r3yUdIREKNQub8HGVDmWp5dxdDefuaSmTy0wBfwvxRthyWk+c8cULB76uFmoWMaH53xCzBbRvsZB67IaWaw+SX8y8TlEjXi4qey/qeBDx4gQ8nS3ULWpKl8Xee/eCqVfvXb799lPq1KmW9gmkgevXbzFnzkKWLVuNVm/PJ0uOYLCzf+7Yu9fP88dvczi5fzPePt4MHtSDrl3b4eLi/Nrni4iIYt26zezY8Sd/7vuLyIhIHBydKVCiEgVLVaFw6Wr4ZcubrO52QgiRGUmNJyGEEGkq7MEdcufKbvUdmtKyq11yOs+9KsbiRa74u6tULmCmYQkTEaFajpwxsO+g/WvHeJ3zJbcTn7Vc/+cdN917gPutq/itXpEmeVjLvNM6hp+bSs27uyjXoBqGBcs5flP70kUne1Ms9fs2w37h/8fQat4uj5ed72XM73+C/cLlVM5vIrePGa/YR2gT4p4Z4+Fkod7xFbiXSrvrb/lhMXNzlcHyw2KyZfPn5Mld1KlTLcPdu+cKVqJLteaUL1+f1Wu30alUNc7bO1Bqx6pnxhbZtJS8HcqyuH89pg9uzMNbp/n884+4OLwP4+f9jNdvG17rfFcLVWJYg3YULlyFESM/5NKNMFoVKMc2d282dhlNv0k/Uqt5d7JkzyeLTkIIkYJkx5MQQogUMb5zBfr0asv05autqkNTena1S07nOWuJkdxOfNZy/Z93/GmrIWweOguHqHCKVvAhp48FjZKx7jtri3Gr0btsHfwFL1Nz4RQK/fZjiuax4biemITkLRRkP3uQRuM6QVa/Z87H/RAiS5bl/qpfiIxVyONrwads2l7/u4UrUyXkIet8vChz5a83imGt94zZbGbLlp1813M4fyUkkF+ro8LAqQTWbkm3PrVxCb1P1L86xD1oU5yPnkZSVKdjyHef0qpVE3Q63WvlERMTy5o1G1k84kOOGY1k1Wgp02EolRu8h7uXHx27VX7uOYUQQrya7HgSQgiRZhLiYgkPe0CuXNmtrkNTWpwPktdNLiU60qVWjOR24rOW6/+84x5NK9Lm40546hM4fF3HllN6bj3UEDOsX4a576wtxsWug3kZVwcL2SrmSNE84owke9HJ3dFCFcNNyOr3n/ORNQuGTk3J6qlSOKsFO33aXLuowb34+edfMZvN5B01iFtZs1Bx7JBkxbDWe9eczZ8DrZoyceKnlCxZh86dBxLnHcBKN0/m9f2Qqg3bozfYc7LNAKKe0yHudJ7CFNbp+OuTCbRt+w46ne6VeQT16cy4cdMoVLgqQ4ZMQBeQmxVunvzc90MadxiKu1di8fEXnVMIIUTKkR1PQggh3lrQ7StM6V+PzZt/oVKlcumdjhD/8Tha4dxdLUFPNCio2OnBz81CmVxm7J7fLEskk8kMa4/pMVtevAhUtaCRbJ4pV28rOg4OXdURFv36n6Xa61XqFTfiZJdiabwxswWCwhMLq1+9cJLGjTvw++9LCQwsk96pvTVVVTl9+jxr125m7dot3L17D1d3L0pWbkTlem3IVbDUa8dau+ATrhzfyskT21/rvOvXb2XUqMnExCVQrVEnqjZqj3eWHG8xGyGEEM8jXe2EEEKkmUchdwDInVve2Avr5OmsUr2wicfRCo+fKsTEK1x7oGHzaQ3VCprwdpHi428r5Iny0kUnF3uVrB4pd53vPNJw9IYWoznxnI4GFR9XCw8iNC+t+VQ5vynNFp1UFZ7GJy4wuf2j4adFhctBGi4H/389rKLZynLq1C4CArKkTXKpwGg0cuTICbZt28v69X9w+/YdXNw8KVW5Ea36NyF/8UC02uT/+mFn78jTp09fOS4oKIT33/+YLVt2ULpKQ9r1n4ybp9+bTEUIIUQKkkfthBBCvLWHwbexs7PDz8/HKgrX2mpx8efFTskC5Sk9NjXnnVrfQ09nlSKbllK1aVXeufAr8UaFBxFKiuRhi4XBUzJGyJKdvIyrg4qivH0eqgrHNt/i4FVd0qJTDi8zzc/+QoPWVWlzZjFVCxpfmIdOm7Lzdi1RA/2C5TyNh3thCpfWn+PYrF1s2xXJqiN6Np40sOW0gZ07nxDaYwrmxWvYd0nH6Tu6ZxbILtxV8PHL8lZ5pMe9e+fOPRYu/IXO1ZqR168oTZt2YtHPa8heuApDpi3jk6VH6TB4OoVKVXmjRSeA7DcvEvfw0Qvz0P24lEWLVhBYsTFH/jzMEldPZpWqlq6LTkU2LaVjt8oU2bQ03XIQQghrIY/aCSGEeGsrv59E0JWDHP5rc7oXrk2P80HKFAZ/Xuy0Li6eHgXR0+t7+LRIUZZ8vpkqBYxk91Jt8r6zlhhOZeqy5LONJDi9eJt9/ixmyuY2v3UeqgobtkUT6+qJPvYpZYvbkdPbglvJ/x8bcXov64/rn7vz6e/H/d5m3hYVHkQoRH+2iId+eXhYqDSxrp4vnPszLBbQPP+z3/rFjXg6Pz+35OSXmmMBHhepwjfBoWzV6bhkMqHRaqmo0dLYmEA1Dx/OLTmC5gVzfBMJ7UoyLOoJxmz+RJ3985n8rt8NopfBwJ8JCVSu35ZfTuwjx6PgdC8WLkXLhRCZgRQXF0IIkSYsZjPnj+2mbJnigHUUO7bV4uLPi53WxcXToyB6un0P+3QB4FGUBotqm/edtcS4OXbSSxedAP5eAnrbPBQFisZco/DetTS9v4VcPhYU5dmxigIBHpbn5hH7v0LkbzLvmGH9OHtXy4bjevZe1HO8WW/uVKjz+otO8MJFJ4DouBfnltzjqTU2JCSUmnEJLNNoyFegFH0mzOXzFaf4pM+HDPHNCh2GpeiiE8DjSg1QgVzRsdSp24ZOnQYwYsQkBuXMTgnguoMzQ6cvo/OwmdxqN8gqioVL0XIhhPh/suNJCCHEWzl3dBfffdid7dt/o1y5UumdjhDJcu6uhvP3tHg4q1TMZ8LVIb0zsk1/XdVy65H2pWN0GpUmpY04GNImp6BwhT8v/bdyfPVCRgLesNbUiVtargS/fJ5vwsfVQkF/MwEeKprkNehLU5GRUTRu3JHgB+GM/GItnj4BaXLe+LgYDu9cQ/ijICIehxIZHkrUk0dERzymTPVmNOs4AoO9/PAKIURak+LiQggh0sSfm5ZQokRRypYtmd6pCJFsxbJbyOKucviajq2n9ZTKaSZ/lsQdNOL1mC1wP/zVO1xMFoXz97SUy2NOg6zA11UFVP5/r1Xi4lfi8eS7HKx57qKTXqvi7ZJY2FynAZMFTGYFkxmMZjCaFWITINaoEJcAFjUxH42iksPLQgF/C57O1l/cPiEhgc6dB3Hz9n1GzPgtzRadILG4ePUmndLsfEIIIVKWLDwJIYR4Y49C7nDu6G5mz56GIr+pCxvl7aLSoISR03e0nLilI/iJhUr5TRjkXdJrefJUSSry/SrXQzUU9DfjkgabU3RaMMVFo7N3QaOo5PG1UCSrOam4eHLl8rbgbGfkYZQGVQU9MXw14xO6dWxEtcKBrxVDVSHBlPi4n51eTbPdX2/LYrEwaNA4Dh06xqApP5M1d6H0TkkIIYQNkRpPQggh3kiRTUt5PKgRLnZ2tG7dNOm4NXTZspbOYMnp4pbcGBmpq93zjqf191CnhUq7l9DwmxE8CFdZc9RAdJxt3ndpHcPNUUWjvt4uJlVVuLD3bpr83KuqSkxkKAkX99NuXCsq71mCo92bn8+nbA1yr1tGqZxmSucyUzSnAc2l0zj3GPraMdxK1sBlyXLcnf5/0ckavoevGvtdl4H89tsGuo78igIlKiGEEEIkh9R4EkII8UZad61E4YdBdHR24uO7p5KOW0OXLWvpDJacLm7JjZGRuto973h6fg9vNG3HjoEzUIGcJ/bif2wfLsYogj+ZjqIk7lrRzV2C5skT8l08iLJzWbrnnN4xdi+5yIN8r/e4rd/1s7Qc3DRNfu6NZvAqnXLzTsiTm6A/txMdB7fuh+O85SDl503DwUln09/Dl409cTeIikDdtgNp0W30a3yHhRBCZBbS1U4IIUSq+rF8bcKAjv26PnPcGrpsWUtnsOR0cUtujIzU1e55x9Pze5ilVhFalTdSKoeZmIKFOdJ1FNsGfMbF+1ouBWm5EqLlcv02nG3Rk1+nrOTQVS33HytEDx9gFfddesTwdee1afy8UvXn/umQ3vTt+z7bt+9Fr33zeatq4mOEl4M0bP78V5YsO8qCb/ew9Yye/Vf03In0ItTfEzsXu3S//qn5mrnHzRW9Xk+zziMQQggh3oTseBJCCPFGQu/f5MPeNZkzZwbt27dK73SESDUWC0THg5MdaP/xkZ3JDDdCNVwN0RIVp+BoUKlZxIizPVbdmSw1XLiv4cyd1yuKldXDQrVCplTLJTY2jj59RtCpUxsaNKj1wnHRcRAWrSEqDhz04O6o4uaootXAnTANp29riUl4/jfS2c6CJfQQDWqVwM7O7rljMoqvvvqBL2f9yMwVp9M7FSGEEFZGutoJIYRIVb5Zc1O0bA3mzV8mC08iQ9NowPU5xbB1Wijgn9iVLCxK4c9LOjafMuCgTyxWbm8jhaNTQuwLFmieR6tJvQ5uqqri4GDPkiVzXjjGbIGLQRou3NMmdZj7m4KKnR7ijC+eTz4/M6VymtFpy6dY3tbMZDKi02eim1kIIUSKk0fthBBCvLHqTbtw6uQZTpw4k96pCJGuvFxUmpQ2UjGfiThjYve2zCQ5G7zcHFNn4enOnftUrtyEc+cuvXBMaKTCtjM6zt3V/WfRCUBFeeGik71epXohI+XyvHlnPFtksaiYjAmYTcb0TkUIIYSNylzvioQQQqSYIpuWMn3ORPxd3fnxx2VJx22hQ1NqxEitzmzS1c52urs5/7ycEnWqkTPiJrcfad4ohi3OG8DpzCleh7+7hZLblqXOz/2v6yl75x75/jz4zFjtwhU86D2d7bsi2HVeT0Rs8t7+utirlA49TtvBDcm1dtkzf2Yt1z81XzPbLPyFmKgIdq77Ken4pU8GUqxjOYpsWvrfCyaEEEL8i9R4EkII8UY6dquMS+h9PnZy5RNTPBcu7MPT08PqOzSlVozU6swmXe1srzPYxba92NttIqVymigUYLHqnFMqhqFSM36ZugrjS94nujqo1C1mxLtM6uTxuPMHKGFPcNQkoK6dh6rCtQdabpx/Qqyb1wvzeh5dfCzZsxnI7WvBx0XFraR1X//Ufs0c5uzE90Yzk+buwMsvO1Oa5uaRxcJUZzecV55GUTJZUTMhhBCAdLUTQgiRyk62GUCUb1byt+hJfHx80uMt1t6hKbVipFZnNulqZ3udwXIGZqdwgJlTt3VExFh3zikVg97tKb5zJS9ip1OpVsiIQZc6eVwLUdg24DP+mDiPtRMWse6YgfXHDZy/p33tRSdHO5V8T65Q+8cPaXNrNYH5zPi6qiiK9V//1H7NHD9+KN7envzy3QQeBt8hf+4iJACjoyPYv+XZXVJCCCHEv8mOJyGEEG8lMvwhYzqW45dffqBhw9rpnY4QVsFsgfXH9BTwN1MsuyW900kTCSbYeEJPgvnZ3S/+7hbK5zHhmErN34LCFfZd0qEmq9JUIp1WJZ+fhby+ZpztQTbuvNjmzTvp2LHff473mzifkpXqp0NGQggh0pt0tRNCCJEmDHaJ7b5iYmLTORPbZTKTqYoVZwZaTeIOmicxGiBzLDwZdFCpgImboRoUBez1kMvHgodT6nWxA4hJUPB0VgmLfv1VIzu9SkF/M/n8LBjk3fBradSoNqtXL2DVqt/ZunU34eFP0OkNFCxZOb1TE0IIYeXkUTshhBBv5e+Fp9jYxIUnay+Um5bFxV9UTPvfMSJjFY5c18Ki36S4eDKv3cuOp/d95+Gkcu+xhojl260255SOkXPNMioXMFMpv5nAXUvIWal6queRz89CveImWl1bReCqb/B7GoyD3oxGSVzw06hmPO9eJc+Ta5TKaaJmYSPNShsp9cdSvMtYz7VL73vXpXh1rk+fxcKFv9Cnz0iKFauJt1dBcngWoGCO0uQvUJnWrXvwyy9r8dTa08vBiS+bdsHe0RkhhBDiZeRROyGEEG9tSIsCTJs6lt69O9lEody0Ki7+omLa/46hqrDltA5jyGPKLfmSqDwFcBvZEX93NdMWF3/da2dN98G/j1lU2Hpah+eBvTT8oJtV5pyRYjzv58poBo/yddDfumOVOadljJiYWB48CCWm4Xs8Cn1EiIcbN/t04f79YEJ++52T8fGEARqtlpz5ipGncDka71gF0RE8dnLh1Ds9yZG/OHmLlKPP4Ma4hN4nyjcryxY920VQCCFE5iHFxYUQQqQZOzsHYmJiANsolJtWxcVfVEz73zEUBXL7WIh182bfoOmcatyNoMeal8bI6MXFX/favex4et93GgXy+Fq4U6o6sQUKWGXOGSnG836uDDowDu5ptTmndoyorFlYWqMKHTr0J1fucpQpU5eqoY9oAfQLj2DGjG84cPQqCVnz0cvRhS+ad+eLX88y+qsNvNtnEuW6jqa3b1bqdxtL007DKRFYFycX96TmEifbDEAIIYR4FdnxJIQQ4q0kxMUysl0Jpk0dS58+ndM7HZtlNMPp21quP9CgohDgYaF6IVN6pyXe0tN4+P2EgaoFjGTzSt1aR0IAxMbGsXTpKr78ai4hwQ9eOb58zea82+dDXN290yA7IYQQGYkUFxdCCJEmrl04ismYQLVqFdM7FZum10K5PGYK+Js5fVuHg0EWKTICRwMoikpMggLI91Skvtq1W3Hp0tVnjpUrX5pcObORM2c2/Px8iYiI5OHDR6xfv5WjezZw59p5Ppq3K50yFkIIkdHJwpMQQoi3cunkfnx8fShUKF96p5IhuDpAtUImjLLZKUOIN4GqKrKQKFLdnDkLMRqNzJ//JXv2HKB+/ZpkyxbA/fvBHD9+mmPHTrN9xz4unL+EyWTCYGdPjrxFKVapOUXL107v9IUQQmRgUuNJCCHEGymyaSkdu1Xmzr7fqVWzMoqS2MrcWjo0WUNXu7fJQ697cdzkHreWjnSZrasdgEELdqY4or5ZaZU5Z6QYtphzSsRQVZVp7/ZgwoTpfPTRTN5t04tvvl1A87ptKJStJBUqNKB//9Fs2X4YR59CDK7SmL0ePmzpPp6Rn6/h3T6TKFy6KkIIIURqkRpPQggh3kjHbpWJD72PL/Dtd5/SoUNrwDq6PFlLV7uUyEO62tluV7u/nfpsC7eLVabljN5Y9v5qVTlnpBi2mHNKxPj002+YMeNrAGrp7XBs0x8UhZLrfsTtaRQF3b24Pm83js5uQOJrt3SkE0IIkRKkq50QQohUdbLNALa6eqICVapUSDpuDV2erKWrXUrkIV3tbLer3d+K+BvRmY2sm7KU8KeKVeWckWLYYs4pEaNUqaI0LVYIA6DkLEDTTsNp2nEYDbqNpb9vVjw6jkhadAKkI50QQog0JzuehBBCvLE7184yc0RLmjSpy48/folOJ6UDhXiemHjYd1lHVKxC/RJGXB3SOyORkTx+HE7+/BVpP2g6VRu2T+90hBBCZBKy40kIIUSqy5GvOL3GzWHjxu307z8as9mc3ikJYZUc7aBOURN2ejh2Q4dJflRECtq+/U8sFgvFK0iRcCGEENZHFp6EEEK8lZKV6tNjzNesWbuZQYPHYbFY0jslIaySTgvl85h4FKWw6aSek7e0PIpSXv2FQrzC1q27yFWgBG6efumdihBCCPEfsvAkhBDirZWp2oSuI77k15Xr+bRd73Tv8mQtXe2S25nNGrrMSVe71L3vsrirNC5lxMfVwo17Zi7+dird792MEsMWc06JGAkJCezcspMO929SZNNShBBCCGsjNZ6EEEKkmCWzRhG5ew1njaZM190qJTqzWUOXOelqlzb3XbwRtm0Lx/vKGRosnGTTXdWsJYYt5vy2MSwWCwMHjeW3X9ZyBsguneqEEEKkIanxJIQQIs1ly1OEKxaVhGz+ma67VUp0ZrOGLnPS1S5t7rtbDzU89fSjxL7V6X7vZpQYtpjzq2JMKV6YLl0GERb2+D9jVVVl7NiprFyxjnH12pJdOtUJIYSwUrLjSQghRIq5dOoAs8d34PDhrRQokDe90xHCaiWYYOsZPW4OKjUKm547xmSGmAR4Gq8k/hOnEG8CN0eV3D4WDNJEMsObPXseH300k4CsAfw4/wsqViyLoiTWBZsy5Uu+/PJ7Ogz+hGqNOqRzpkIIITKj193xJG9ZhBBCpJiAXAUBuHTpqiw8CfESBh2UyWli/xU9O87pyOphIcGk8DT+/xea4oz/X3hcQcXRDgw6lVsPNYQ80VC9kAlFapNnCMHBD7h06Sq1alV95vh777VkypQvCQ4OoXHj9vhl8ePLLz7m8uVrfPnl97TuNUEWnYQQQlg9edROCCFEinF198bdwYkbg8dnuiLDqVUgOyUKdVtzMfPkxrDm+yC558u9fhl1fxiPXXAQ5+5quROmIf5OKF7bNlMw6BSBeU3ULmKkWZkEOl78mY7dKtPs2M9ULmAi+ImGS0EatAtWpPu8rSWGLeb89/EPytalS/t+/P0gwt9js2/aTv36tciaswADPlqAu0XH4M79mTz5cxq3H0LdVn0QQgjxfEU2LaVjt8rSeMEKyKN2QgghUtSKdwoQaYznz6xZMJ3bB2SOIsOpVSA7JQp1W3Mx89S8dhn1vos4vZcTN7VcfaDB5VEwFedNIfftU2+Uh6qCS+na6G7fTfefIVu5/ikd41GRKhQMDsUCXL58CF9f72fG/jbzI957rw91Wvai8fbfGBkdQX8HJ4qvOp/02J0QQoj/6titMi6h94mSxgupRoqLCyGESBft3+nOFUWhtYsLRqMRyBxFhlOrQHZKFOq25mLmyY1hzfdBWp1PUaBsHjMNS5pwtzOyffz3HJv8zX/Gxg7rS4IJzJZnj4eMHs2ZO1o2ntCz8i89P36/n3MdBqT7z5CtXP+UjvFVvjxJb8hv3Lj9n7H169dkypSx7N24mOXu3qx286Jt97Gy6CSEEK9wss0AoqTxglWQHU9CCCFS3MUT+5jzUXdatGjIDz98jkYjn3MIkRpUFc7e1XLhvhZHOxUXexWjGeISFOKMYFETFye0iopeBxoFYhIU9FqV7F4WHA0q5+7pqJDXRB5fSzrPJnNq0OA9IhPsuXTqAHPmzKB9+1bPHffVVz/w2czv+Wr1hTTOUAghhHg+KS4uhBAi3RQuU43uo2fz4ycD8fBwZ8aMifLpvBCpQFGgRA4z3i4WQiM1RMcpOBpUsrip2OtV7PRgUcFoSuykZ7IoeLtY8HdX0Wrg2A0tOo1KVg9ZdEov9evX4PMv5uLk4p604+l53N1dSYiPRVVVeT0VQghhU2ThSQghRKooU7UJHQZHMv/rsXh6ejB27OD0TkmIDCvAQyXAw5ysr4lNgOsPNJTMacZOn0qJief65+JRixaNmDr1SyCGM2cuvHBh6dSp8+h0BlSLBUWrTeOMhRBCiDcnzz4IIYRINVUbtqdFtzHMmPE1P+cum6G7W1lLh7i37YwnXe1s6757mxhPniqoKLgc2G/zc7G1nD09C+DhkZ/Chatw6NOvyf6/haRt2/bQpcsgYr776ZkYixat4OefVzK4UgM696wmHZqEEOIfpHud9ZMaT0IIIVKVqqpcfLcY38RGM8rFmVHXj6DXJ26vyEjdraylQ9zbdsaTrna2dd+9TQyLCgcu6wh+aKbC4pnku3QA0/61NjkXW8t5ep8uTJz4Kf/kpCh0mjCXJbNG4Rf7lF/NZspkD2DL9zNp0aIrVRp24PcjO6VDkxBC/It0r0s/0tVOCCGEVVAUhdbdxzLFyZUvo2No0qQT9+4FAxmru5W1dIh728540tXOtu67t4mhUaByAROFIy7xV8/xLJ25ibN3taiq7c0lPc73NjEGDerJ48dXWLt2EeWyZwXgqaqSr1gg477ehL13FioDW5vUo2evEeQtUp42fSZJhyYhhHgOeW20frLjSQghRJq5fuEYCz8bjMUYy9GjW/Hy8kzvlIQQQGQs3H6k5fw9LVk9LJTMacLVIb2zyjx27dpH69Y9GDx1CUXKVGfHmvmsXzyD0qWKcfHyTSZ8tw13L7/0TlMIIYR4hux4EkIIYXXyFilHhyEzCA8P59Gjx+mdjhDif1wdoHh2M1UKGAl5orD/slQbT0slSxYFICEuBrPJyJ4NCzAZjRw9epL2g6bLopMQQgibJgtPQggh0lTs06j0TkEI8QLZvVQqFTARGasQFZve2WQeTk5OAMTHxnB830bCQoMAqFS3DWWqNknP1IQQQoi3JgtPQggh0lTx8rXx9svGBx/MQP/Tsgzd3cpaurtZS0c66WpnGzEMusTj9q172tRcrOHavWkMn/L10Go0xMU9Zdtv3wOQW6tlUu7CCCGEELZOajwJIYRIc6cO/sEPU/uw1tuTFo8eZ9juVtbS3c1aOtJJVzvbiBEWpbD9nJ760/qR685pm5mLNVy7t4nhpiiUaPAe+7f+AsABoLh0aBJCCGHFpMaTEEIIq1WyUn2KlqvBULOFp1n9M2x3K2vp7mYtHemkq51txPByUfGPvs+2CXNZ+9U64hJsYy7WcO3eJoajizNunn50HzWLD+u/R3Hp0CSEECKDkB1PQggh0kXo/ZtMGVCfEcP7MG7c0PRORwjxD1FxcOeRhgv3tLg6qjQoYUrvlDK8wIqNuX8/lPwlKtKk43CyyWN2QgghrJzseBJCCGHVfLPmpm6rPsyaNZ+bN2+/+guEEGnGxR6KZrMQ4KGiKOmdTebw4/zP6d+vIw9vn2H9ok/TOx0hhBAixcjCkxBCiHTTqN0gXDy8GTtu2jPHM3OR4fSOYYs5W0sMW8z5Rce1C1YQ3O8zHj2I5Z974615LtZy7d40Rtmjp5gwYTgDB3bnyon9tOhakSKbliKEEELYOnnUTgghRLo6eWAL86b1Y/nyuTRqVAeQIsNSoNk2Y9hizs87HhMPu7aFEe3tT66TeyjSvTKuDtY/F2u4dikR4/r1W5QrV4/NQFUpLi6EEMKKyaN2QgghbEKpyg0pWrYGY8dOIzY2DpAiw1Kg2TZj2GLOzzt+65GGaK8stJrSher2t5IWnax9LtZw7VIiRp48OXHQ6znt7CbFxYUQQmQIsuNJCCFEuntw7wZTB9Rn5Mh+jB07JL3TESLTUlXYdFKPt6uFivnM6Z1OplW5clN88wby3oAp6Z2KEEII8UKy40kIIYTN8MuWh/pt+jNz5nesXbs5vdMRItN6EKEQHa+Q09uS3qlkanny5uBhsDRdEEIIkTHo0jsBIYQQAqBJh2E8CrlDnz4jsbMz0Lhx3fROSYhMJ/hJ4meSvq6v3BAvUlGe3Dk5dnJ7eqchhBBCpAjZ8SSEEMIqaLRauoz4ghIV69O9yyAO5g/MtN2tpDOYbcawxZz/Pu5SsiZ3Vx/m+gMNuX3MOCyyvbnY8vX/9/ECwQ94dP82BTYsRgghhLB1UuNJCCGEVTGbjGx6txi7E+L43ceLclf+AmyvM5WtxrDFnK0lhi3m/PfxS0Wq8+fQGWT3MlMhrxmv0rY3F1u+/v8+fqxAReo9DOOkpx9/LT2CEEIIYY2kxpMQQgibpNXpGd59LJUNdjR/Eslffx0HbK8zla3GsMWcrSWGLeYM8GTkEM637IFvTAhVCpjRa21zLraY84uOR77TEIB9NZojhBBC2DrZ8SSEEMIqJcTFMuej7ty7cZb16xZRtmzJ9E5JiAxp70Udj6MVqhcy4eUitZ3S240bt6lbtw2+2QsxaMrP6PSG9E5JCCGEeC7Z8SSEEMKmGewd6PfhT2TJUZBWrXtw9uyF9E5JiAwp3ghZPS2y6GQFwsOf0KZtb+ydPek94QdZdBJCCJEhyMKTEEIIq2Xv4MTAjxfh6pWV8d2G2lyBYFuMYYs5W0sMW8w5NgHin8SgW7fV5udiizn/87g672c6dhzAw0cRfFHjHfoMbkSRTUsRQgghbJ08aieEEMLq7Vgzn80/TSNCVdHaUIFgW4xhizlbSwxby/nJU4XD17U8ffiUd95/Fw9zpM3OxVZz/vu4cjeILo4OrDCaGTZ9OZNmDsUl9D5RvllZtuggQgghhDWSR+2EEEJkGLkLlSZWVTnl521TBYJtMYYt5mwtMWwt5z0XdcQZFSo/PoqHOdKm52KrOd+7F8ycwLI0srdjaUwsXYZ/Tt6i5TnZZgBRvlk52WYAQgghhK2THU9CCCGsnjEhjhHvFmPy5FH07989vdMRwubFJsCG43rK5jGTz8+S3ulkGkajkcOHT7Bt2x62b/+TS5euoNFqyVuoDFUadiCwTqv0TlEIIYR4ba+740mXhjkJIYQQb0RvsKdouZpMmvQZDx484p13GuLv74ePjxdarTa90xPCpqgqXLivRaeFHF6y6JQWYmPjGDNmCmvWbuZpdDTunr4ULlODXi2GUqh0NZxc3NI7RSGEECLVyMKTEEIIm9Br3By2rZrLd3O+YfbseQDodDp8fX3xD/AjwN+XUqWKMWhQDwwG6QQlxPPEJcChazoeRGgokcOEQd4JprrHj8N5771+nDl7kXrv9qd4hdpky1MUjUYqXgghhMgc5G88IYQQNqHEtl9Z9scK1nUZzbivN9L/w594t+9H1PEvQKFzlwk+dY1PPvmaho06EPL5HJvubiWdwWwzhrXnrFm4kp1/PCIiLJ5qhYwUDrDY7Fys4XyvE+POnfs0aNieS1duMbtpV5ZvW0nDy6dl0UkIIUSmIjWehBBC2ISO3So/t8vTP49PG/89P30yAHPofVqoKr4uzriNG4K/fxaaNq2HZ5k6Vt/dKr1j2GLO1hLD2nO+NWIuR1r2p83HHVB2LLPpuVjD+V4V44SfD41QQOPAwMmLGT6ho3SqE0IIkaFIVzshhBAZyou6PP3zeK4CJRn79WaqFi7HOZ2eJRo9H0/+iu7dhzBz5ndW3d3KWmLYYs7WEsOac45NgOOt+lHwwO/YdWhi03OxlvP9+3hw8AN2797PnMCyjHFxpsaTSBxc/Rj5+Wp8s+aWTnVCCCEyLdnxJIQQIsNb9vVYbpzZy/796/HwcE/vdIRIcweuaAmN1NC4pBE7fXpnk7GYzWZmzZrHJ5/Mxmw2o9Fo8PTxJ2/RCrw3cBr2Dk7pnaIQQgiRKqSrnRBCCPE/1Rp35K8dq8ibtwJFixamRo2K9O7diZw5s6d3akKkuvCnCnfDtFTMZ5JFpxQWFBRC376jOHDgMA3aDqBy/XZ4ePuj00uDAyGEEOJvsvAkhBAiw8uRrziTF+zj0qkDXDlziKXLN7BixXpWrvyBsmVLpnd6QqSqqFgFgAAPSzpnkrEcOHCYzp0Hg9bA0OnLKViycnqnJIQQQlglqfEkhBAiU/Dw9qdnfBzbzhzi55Z9cPfNRbNmnfnjj9020yErLWLYYs7WEsPac1Z/+d0q8sgI119VVd4fNZkAO2dOoNDy3g2EEEII8XxS40kIIUSm8c8OeAvn7mThzKGcPbKDOa7O9AmPsOoOWZm1M5gtxbDWnE1m2HBCT4GtK6n65Ribnou1nG/fvr9o3rwzG9y9aPYkTDrVCSGEyJSkq50QQgjxL//sKmWwd6D3+O+p0rADfcMj+MjVxao6ZKVXDFvM2VpiWGvOOi14OqmEV6xq83NJ7/PFDOnNL7+soWfPEWTLVRDXDsOlU50QQgjxCrLjSQghRKamqiobl33F5uWzOXLkD/Lnz5PeKQmR4lYd0eNoUGlcypTeqdisU6fO8f6oyRw/dpJyNZrTuucE3L2zpHdaQgghRLqRHU9CCCHEa1AUhQZtBmDv4Mj69VvfKtZrfJYjRJqzqGAyKzhKo7U3Ehb2mKFDP6B27VaEPIph+Kcr6DnmG1l0EkIIIV6TLDwJIYTI9ErtWEVji8qGhb8kHTMsWI6lWDWefvsTANHRT1mzZhPhs+fhWqIGO0Z+yODB45LGNylTh/HZS0mB5kwcw5pzdnOwEP/gCU5l6tr8XNLqfCaTifnzl1KmbD3WrFzPDCdXfm7UkQIlKiGEEEKI1yeP2gkhhMj0OnarzB+h92kDFCtWiH37Ert/lb8bRDknR2bcO829e8EUL16djd6eNHn0mJVeHiyuUIbly+cCsDVfBa6EhePh7kbTEzvw8HCXAs2ZLIY15xzyRGHPRT3NxrTD/8kdm55LWpzvtJ8PHb29uXDhEpXqtWXJib3keRQiRcSFEEKIf5BH7YQQQojXdLLNAKr7BOBssEev1wOJxYS/8PGiZ/9uAAQE+HH79glqjh2CJXsAzcYPS1p0Amg+fhgu7q58pdXg4OAAwMJqFTng6y0FmjNJDGvOWa9N/HdE0ZI2P5fUPt/v3p5UCY8gIkZl9Jfr6DzsM+61GyxFxIUQQog3JDuehBBCiP/ZuPQrdq39gfPn/8TDw/2NYqiqiqIoANSu3YqaNaswadJIHj8O5/DhE9SpUw2DQYrtiLQVZ4Qtp/ToddC0tDG907FKqqoyd+4iPvjgU4pXqEO3UbOxd3BK77SEEEIIqyU7noQQQohkqt60MyazhYULV7xxjL8XnQB27lzN6NGDANi9+wCdOg0gMjIKgAsXrhAVFf12CQvxmq6GaDGrUCmfdLV7HpPJxIgRkxg/fjp1Wvamz4QfZNFJCCGESCGy8CSEEEL8j6u7N4F1WjP3h5+Jj49/63iKomBvbwdA69ZNOXlyF97eXgB07TqICROmAxAXF09w8IO3Pp8Qz/M4WuHGAw1Z3FS8XKTz4vOMGzeNJUtW0WnoDFr1HI9Gq03vlIQQQogMQxaehBBCiH+o06InD0Mfsm7oB8nukHWhYCW+6dSfx4/Dnzs2R46sSce3Pn3K6GwBAOzatZ8iRaoSNPM7XEvUIPa7Bfz9JHxadgbbuXNfUg4RX89n27Y9xMbGAXBl2lecLVgxaezJk2dRVdUquplZSwxrzPlpPOw8r8PBoBJ4eJVNzyW1zrey3yh+/HEp7fpPpkqD9xBCCCFEypIaT0IIIcS/fP9xT8zH93DWZEJNRoesSneDOAI4OjrSs2cHxq7+nYCgB6/sphUREcnevQfp9MEnaO4GUd3OQO52LZg9exrOxavDvWA0adAZLGvWEkwz6Bn2JJIt3p40fvSYs2f/JFs2f0ZnK8nJpzEczh5AxOk95MsXyIQJwxg264d072ZmLTGsMed9G/dzLURD8zJGvMrY9lxS43wn7gZRFShbvx2dhs545lFZIYQQQryc1HgSQggh3lC9d/tx3mRimaf7a3fIOtr2HY4AI2u+Q7Wm3fnxpxXkDQ2jtp2BgrEJ5M0byOTJXxAREfWfGG5urjRv3jDp+Mgu7XjvvZYAHGjVlCwaDWc7tgZI2gmVkt2+Qvt1JTj4AceP76DD6EFYsgcQ+P4ALlzYj7+/LwAfjRvCxgA/4ob1RVEUpk+fQNu271hFNzNriWFtOccM68fNUA25fCzodbY9l9Q4352eHWml1ZLHLyvvDZgsi05CCCFEKpEdT0IIIcRzzJ/Wj6AbJzl29A+cnBxfOX78+OksX7mRaYsOodXpeRoVwd7fF3H3xnk8fbOhqioHti7H2cmRMWMG0q3be6/V3e7OnXssX76G998fgE6no2/f9/Hz82Hy5DFERUWzc+c+qlatgLe3F5cvX+PKles0a9YASHx0zs3NhXLlShETE8uGDX9QvXpFAgKycOXKdU6ePEe7du/w1Vc/8O23P3H9+pFkX6egoBC+/fYnRo0a+MadAEXquBai4dhNHQ1KGPFwktpO/zZw4Fg2bt7DmNkb8fQJSO90hBBCCJsjO56EEEKIt9Cy53jCwsKZNeuH1xqv1Sb+laooif92cnGjcYeh9P1gHm36TKJt3w/5eP5eCpWrx7hx0wgMbMy6dVteGTdHjmyMHTsEnU4HQGBgGYoXLwxAaOgjuncfwuXL1wHYsmUnQ4d+kPS1n3wyiyVLfgMgIiKS/v1Hcf78ZQD27DnIsGETEufashELFsx6rXn+25kzF9i1ax8ajbylsCbRcXDspo7cPmbcHWXR6Xn27TtM+ZotZNFJCCGESGWy40kIIYR4gfWLZ7Jr3XyOHtlKjhzZXjr2xIkz1KnTmqHTl1GoVNWXjr1/8xJrF07n/LG9bN/+G+XKlXqj/MxmM0+fxuDo6IBOpyMhIYGEBCPOzolt4OPi4tFoFAwGA6qqkpCQgE6nQ6vVYrFYsFgsSQtab8NisaDRaIiIiGLIkHF89NEocufO+dZxxZt7Gg+/nzBQrZCRrB6y8PRvoaGPKFiwEr3GfkfZ6k3TOx0hhBDCJsmOJyGEEOItNWw3EGcXDz744NOkYy/qkBV48ix5tFquLf3qlXGz5i5E+4HTAIiOfvrS2C/ryOVRujbeq35PWjwyGAx4/ro+aby9vR0GgwHDguW4layJy7LVaP/XJl6j0eD4868p0hnMvVQtDAuWExwcwr17wTis3mRzHdFSIoY15ZylfA305gSePFXeOIa1zCU1xh47dhqAYfMnU2TTUoQQQgiRemTHkxBCCPESR3avZeHMYWzYsIRq1Sq+tEPW6LtB/KrRMn7jjVfGDb5zhcn96rF160oCA8skxbDFzmD/PK6qKm4la5JwN4gZri70vngAR0eHNM/DFq9dSsfYOHMlCZUqUKuICUWx7bmk9NjJk79g+ex5BFssRPtmZdmigwghhBAieWTHkxBCCJECytdsQZ7CZRg//hPMZvNLO2cV8HDjnsWCyZjwyrj2ji4oisKlS1efiWFrncH+fVxRFOKG9eWYrzdfm0zcvHknXfKwxWuX0jFyu8cTGqnh0FUtFtW255LSY8+fv0SOrHmI9s3KyTYDEEIIIUTqkR1PQgghxCvcuHSCmSNa8s030+nUqc0Lx+3de5AWLbry8fw9+GbN/cq4P0ztQ+SDKxw9sjVDFueOjn6aVG9KVVVpV58O7oYpHLiio0wuMwX8LemdjtWYMGE6K1f9wZSFB+W+FEIIId7Q6+54evuKokIIIUQGl6dQGcrXaM7kKV/xzjuNcHFxfu64nDkTC5A/enD3tRae6r3bj5kjWrJ58w6aNq2fojlbA2dnJ1RVZcCAMRQpUoDBg3uld0qZTnYvlTy+Fs7d1ZLT24KdPnlfHxr69QP44wAA68NJREFUiNu37/LwYRihoY94+PARoaFhqKpKjhxZyZEjGzlzZiNHjqx4enqgKAoWi4VHjx5z/34wQUEh3L8fzP37if82mcy0bt2Ehg1ro9cnM5kUVLVqIHPmLORRyB18/KUQvhBCCJGaMt7Hq0IIIUQqaNF9LBERUXzbY+gLCxgXbtYJjaIQFnL3tWLmKVSGAsUD+WrWfFRVtbkCza8TQ1EUcuXKTpYsvlZdmNoar11KxSiR3YwKnN5xB5fXiBETE8vqgWNolaUYBQtWon79tnTs2J+RIz9k7qyfOLRoBXvW7eCTGd/RvfsQatduRb58gWT3KkixXOXI4l+cggUrUbt2Kzp1GsAH46ezYtU2zl59xKkL9+jSZRDFsxRjauvu3Lx5O12uf+XKFdAoCh7DmktxcSGEECKVyaN2QgghxGtav3gme1Z+y0UgxwsKGOfTanEJrEufCT+81iM8Z4/sZM5HPdi4cRmN+o+yqQLNEsN2cr71UMNf13RkP7qbwkc247xoGgbd82PUr9+Oo0dPUAN4z8Wde5+uwNXdG2dXTzr3rIZL6H2ifLOydOEBYqIjCHtwl6IfdOFB5GOCHZ2523U0Hj4BdPhmHIXCH2LnE8DyxYeSci7ZqTzLH4eyVFF4oqqMHNmfCROG41ay5kvncmzVAjZt2kHVqhWo3WMo2nvBb3Xt6vkWIb/RyA9SXFwIIYR4I1JcXAghhEhhDdoOwMXZleEO9i8sYDypfStOHfyDbb99/1oxi5WvTbZcBZky9SueDultUwWakxMjOvopw/Pk4rifj1UWpk6JGNaccy4fC9Xv7SEmS1a2DZzJmqMGNp3Uc+iqlpMff8WDKrWI/d/4unWrolU0fOThQ5Euo8iWuzCuHj5otFpOthlA1P8KciuKgpOLOznyFSd755H09s1Ks+7jqNmsKyUr1kPtMAx736ycajvwmZyN7Ycy3Tcrv/b5kGadR/LFF98zfvx0Yof2+U/esUP7sMvHiybOzgQGNmTatFnUr9+WEiYzP3i4ETu0zxtfu+pVA9muaDja6tnjQgghhEhZsuNJCCGESIajezewYMZg1qxZSK1aVZ87Ztq0WXzxxRz6fjCPkpVeXbvpytm/mDX2PSZOHMnw4Rnzl2CTyUSdOq0ZOrQPrVo1eaMY4eFPOHv2IhUqlMHe3o5Tp85x69ZdmjSpm671glLTP+sl3b8fjF6vp3r1Sjg42L9RPFWF6DgIi9YQFq0QFq3w5KmCRVUoHGCmZE4zRqORGjVbYnDNQb9JP6bwjP5r78afWTFnIt26vccXX3yMRqPBaDSybt0Wvv12AWfOnCdbroLUbtmbstWbce38EfZvWc7JA1sYN24oo0cPeqPznjt3iWrVmtH3g3mUqtwghWclhBBCZHxSXFwIIYRIBeWqN2P/lmWMHjOVA/s3YDAY/jNm3LghXLlynQWfDab3+LkUK1/rpTELFK9I/TYDmD59FjVqVKJMmRKplX660el07Nmz7q06iJ05c4EWLbpy6tQucubMzrJlq7l06SrvvNMQyBid854+jeHAgSPs2rWP3bsPcfPWbYwJCc+McXBwoG7d6jRtWo8GDWrh5uaKqqo8fhzO9eu3uXHjNjdu3CI6+ikDB/Yga1b/pK9VFHBxABcHC7l8Eo+ZLXAxSMO5u1ry+JpxcdCTO1d27j40p8mcazTtgt5gz+LZo7l3L/j/2LvL6Ci2pQHD78RdiBHDNRD8IMHd3RPc3d3d3d3d3d3d3SHEE+KezHw/uOQ7HAIkEIV61rrr3tuzu7q6pzMke3ZXUaxYQTZs3IW7mzsORcrSe+IG8hYpF/feOhQph0ORchzdtpCpU2dhYmJMly6tE33c/PnzUKhwAa6c2CYTT0IIIUQykhVPQgghRCJ9fPuUqb1r0bRpPUaO7I+9vc03Y8LDI2jfoS+nTl6g7aC5/FO+3g9jxkRHMXtwYxQxQVw4vw8DA/3kSj9VRUdHM27cTLp3b4+dnfVPx4eHRzB8+CSGDu2NsbER3t4+2Npao6mpSXh4BGpqCrS1tbl79yG9eg1n27YV8b4fadmbN+85dOgEp09f4uq1W0RHRWFuZUeewmWxzZoHU3MbTC2sMbWwISw4kHtXj3P/yjHePr+HhqYmOXNkw83dg6DAoLiYpmZWxMREoaZQMm/uRBo0qPnDHGJi4fA9TbTUVVTMF0PLZu0IijGh84glyX36ce5cOsKxbQvwcH1NsfL1qNywE3ZZ8353vEqlYs/qyZzas5Jly2bRvHn9RB9z3bptDBw4lknrrmBq/vP7UQghhBD/T2o8CSGEEMnELmtemnefyOGj5yhSpDLdewzhzdT5X3XO0tXVYXulMrTU1mTt9D5c+FfnLIfDm3Bp5/RVNy0NTS0m/1MZr7fvGd2kQ9z2P60zm0+B8uzfvBt/f/8ExfCav4JLl67j6+uHnp4uuc5cwqxoFbTWbEFXVwdtbW0ADI6cosR7VzIfO52urt2+7P/gVKIGU6Yu5FO4Nt2KV+V2Bkt2Ne6GS59pVKjbjoKlqpEphyOGxmZY2WWjetPuDJm7nykbrtGzZHVKvHWled6SdB6xhJGLjnK08xjeq2uwpUkPsucvTfv2fejRYyiRS9Z+N48MhctT7ek+ImMUnH2igXl4LB+vHEVnw2xSSpEytRix6BgL9r2g7YDZP5x0AlAoFDTqOBKnas3o2XMopwaOTfT1bzdrMdrq6lw9uTPJz0cIIYQQn8mKJyGEEOIXRYSHcvnYVs7sXcknX086AYvsrAl/eAH43E0LV3f6GeizMCSUem0HU6NZT1q1Lx3XGezf3bRc2jmxw9uNTsD27SupVq3CH9mZLfJ/10ilUtG16yBanLlIIz//78b4dOc0GhoaCc7j2LJZbN68i/UXrqLxn85naeXaxcTEMDlrMeaFhNJaR49iW++ipa2DSzuneO+N74lv/L+3bVp7mWundrFj+VhsIiPYFBtLiXjye+fqzkR9XS7Y56LPpE3o+LgzZXAzQkKDGbvnKVrav1ZTKiUoY2NZPa0njy8f5RhQLpHvd3t9XQ4bmjNu1QXU1OQ7WSGEECKhZMWTEEIIkcx0dPWp3LAT41ZfoF+5uqwHGhgaEh4eAXzupoW9DVPHDWbYsD4cWD+T3asmcadJ97jOYP92t2kPmlrYkNnUgtOnL8TF+NM6s8X27wZ87nQHQINaKO1tuNqkLhs37iQmJoaTdavTVFcHv+7t4yadEppHREQEHz964NOtXZq8dgEBgTRt1pmFoeHMMDCmY4cRcRM7/+4alxDxjf9v57lSVZsyYuFRdC1sKANkCQ6jRIlaVKzUmDp1WlFFR4fcwAGVOtkcirN29kACDDNgku8fKuQvgaaWdoJySS1q6uq0GzKfAvY5qKtQcL3p14+1/ux9ad3eGR9PV+5ePpqSaQshhBB/DVnxJIQQQiSRJ7fPs2JyVwoXys+2bcsxNv7638wVKzYwdOhEmnefQIW6bb8bZ+n4jpjpRbBnz9rkTjlNWbhwFevXb+fmzROcPHmeDRt2sG7dgq8mnhIqrRYaf/78FS1adsfXL4COwxaTp1D8nRGTQ2xsDFdP7sTPy5XIiHCiIsKIjAgjKjKcnPlLUK5WK7R0dFGpVLx7cQ8FCrLkLpRi+f2uiPBQZg1sSCZrIw4f3pzg91+lUuHs3J1rNx8xZtkpdPW//42tEEIIIf5fQlc8ycSTEEIIkYTePL3NkrHtyZrFlt27V2Npaf7V64MGjWPjpt20GzSPQk414v3j+Mz+texcPo65cyfSrl2LlEo9TYiIiERHJ2lW2Dx//orRo6excuUcjI1TfzLh2LEzdOo8EBNzG7qOXo2FdabUTumP8/D6aZaM78C+fespX94pwfu5urpTsmRN/qnUhBY9JiZjhkIIIcSfQx61E0IIIVJBtrxF6T99Bx89/KhRsyUfPnz86vUJE4ZSqlRRVkzuxtkD6+KNUbFeOyrUbcuAAWPYtm1f8iedhiTVpNOXWCEhoQQEBCZZzMRSqVRcunQdF5ceODt3I2eB0gyatVcmnZJJ/uKVyJq7EJMnzycB363Gsbe3YdSoflw4vJE3z+4kY4ZCCCHE30cmnoQQQogkZps1DwNm7CLKL4jaRaoQs2xd3Gt6erocqVuNZro63Nix+Ks/jr90u8t3ZDNNu47DqVpzevYYwrEcxdN0Z7a0GiPn6Ytc+uhOztMXUySPf2+LiIhk06adlC1bn7p1W/Hm+FkGVahP5xHL0NEzQCQPhUJBnVYDuHnzDhcuXAUS/h527tyaAjbWHB3SlFwH1qd47kIIIcSfSh61E0IIIZKJacvCtAj8xHtrK4yeXIrbblSgPGdc3akKZM1dkDI1W+FUrdk3HcqUsbGcb5KP3ZHhrM5gQv3XN7+Kkdqd2dJLjBcZLZlSvSIzZ45FU1MzWa+dp6s7i40MWKahxadPn3AsXomJL+5TL8CPkAR2qhO/55O3GyPbObFmzXwaNqyVqPfwZZ5SFPfyZaNRBkK23U2tUxBCCCHSBXnUTgghhEhl94tVBMCwX5evtkf060oFO2u6lS6OtiKM03tXAN92KFNTV6drh+E46+jR7lMAixat/ipGeu1ql9IxPrk05vLlG7i6uidrHvOLFSILMC88igJl6jF+5Tl6jFuLqcsAQhLRqU78nvvXTqChqUmlSmWBxL2HeQf1BOBh0fIpl7AQQgjxh5MVT0IIIUQyObp9EWf2LMP1w/drxhw5choXl26MXXGGjHbZ4x2jUqk4sGEmx7YvplevjowfPwQ1NfnuKDGUSmWyXTOlUsmYMTNYvHg1Feq1o17rgdIZLRUtGOGMlamCvb/YFTJDhly07DWFsjWdkzgzIYQQ4s8iK56EEEKIVPTy4XWOb1/0085aFSo4oaOjw4OrJ787RqFQUL/tEJp2HceiRavp2nUQly9fx9PTO1EFlP9mampqBAUF06FDv28Kvv+OiIhIOnTox5Ila2jadRzNu42XSadUFBYSyIuH16ldq8ovx9DW1iY0yD8JsxJCCCH+bjLxJIQQQiSBiOXjydiyCCZbFvDiwVWWjGtHKTtrtt29/8Oixnp6ulSqVJaH10/EFRd3OLwp3mNUqt+eDkMXcuDgSerUaUXevKXJbO1I6za9iI2N/SZ2fMf7Xh6/Mja9xQgKCuHt2/cEr9uWJHlo5i9HI6daHD12li4jl1GpfntE6nE4vAmbzhWIjY2hYsXScdsTe8/UVsCDg+tkUlcIIYRIIvKonRBCCPGbbp7bz5oZfb7aVrZsKY68eYuBm+dPixrv3HmALl0GMkLfkEmhwT8tQh0dHUmp9mX4+MmbS3oGzA4LYf/+DZQrV0qKi/8khkqlwrhgBVSu7rhaW2Ly5PIv5zHP1Z0hwIDZe8iWt+h33y+RMlzaOeHr7UY2YOnSGbRo0RBI/D1z1tWdKsCA6TvI6VgiFc5ECCGESB/kUTshhBAihVjZZQPAVl2NLW2bs3LlHLZtW47agO4JKmrcpEldRo7sz5TQYJpp63KzUddvjvFvmprahLXsS2VLW+q2G4alTWZ27DgQb+zvbUuKsekxhkKhIKJfVyYbGVIyJIyQkNBfysO3ezumqalRw6GYTDqlEXeb9sDc0pYidtnYsGFn3PbE3jPl7azJbm7GxSPxrzwUQgghROLIiichhBAiCbx5dofFo9vg4JCD3btWY2SU+H8v9+8/SocO/WjYYThVGnX5+Q7/c3DTHC4cXMPLF1fR0dFO9HH/Rp8++XPt2h1q1ar8S/vPm7ecyZPnM27lOcys7JI4O/E7vqxAPHZsOyVKFPmlGIsXr2HcuFlM3nANIxPzJM5QCCGE+DPIiichhBAiBWXLU4Tekzfz9OkbGjbqQGBgcKJj1K9fk06dXDi8ZR4Bfl4J3q94hQaEBAdz/PiZRB/zb5Uhg+kvTzoBHD5ymoKlqsukUxpUtGwdsuQqwMCB44iJifmlGC1bNkRNXY2rJ3f+fLAQQgghfkgmnoQQQogkkiVXQXpP3szzF++oVduZPXsOExkZmagYI0b0w0BPl7Uz+hAaHJCgfazsspE1d0EWLFhNYGDQL2T+d/Lx8aNBg7bcvHk30ftGR8egayDd69IiNXV1WvSYzJMnz1i9evMvxciQwZRGDWtx+dgWlEplEmcohBBC/F1k4kkIIYRIQplzOtJv6laiMKBjx37ktynAmAZteP78VdyYH3XZsi9bl83N6uL98Rkz+tVFZ8PsH3a6+6Jxp9E8f/meKsWq4ZG3tHS1S8DYjPuPYmJixJeiA4mJofT2Jc+5/T99X0TqyJyrAGVruTBx0jz85i3/6T0Tq4SnbmoEbz4Wt619+5b4eHzg6Z0Lv5zH68c36dcoL/evniDvoY0J+lkWQggh/jRS40kIIYRIJsVa/cO2T96sU6jhp1IycmR/Bg3qgUb+sj/tdvfw4CacnXvw/ulzNqpUVPlJpzsAb/d3bOlaGc/YGLZZZKDki+vfxE3PHenSUowyFnmpFBPD5AS8LyJ1hAYHMqFrRWpHhbElLPyH77f37fPsu6VFoaPrKblwDEp7GwLvn6Ns2fpoZ8hG5+FL4j2Gj8cHHt86g/v7l3i+f05kZBjaOnpoauuhraOH6+vH+Hp+AKC8pjYLoiPJKveMEEKIP4TUeBJCCCFSWVjLvoy1tGVb17HUcu7L5MlzqVevNaYe3gw3NCCgZ4evxv+7y1bmzPYcP76Nqo55aQT0zZKHn31XZGmThTnth1NCS5vavv7Mnbuc8PCINNFNLi3HePz4OWfOXExUjOgMpih19bnbtAcibdI3NKZBhxFsDQvnlIXZD+8DTXUolyca2zymcdsUCgU5cmQmIjT+em0qlYpFo1zYvnQsvm9vUiCPFVXKFaRofjuyWWtjohWMr+cHrGw/d708Hx1JYcDF3IagAN/kPn0hhBAizZAVT0IIIUQK2b9+Jse2L6JImVo8uHaSzFnsWbRwCiVLFv3uPiqVimnTFjBjxiIGz9lLtjw/79KljI1l//oZnNqzAlNTU7p0caFjRxfMzDIk5en8MTp16o+Xlw8HDyb8EagyZeuTIVMRnHtNTsbMxO9SqVTMHdqM2HAfrlw+iLZ24ro+NmnSEb9wPbqOWh7v66Pbl6Z+nfLMmjWOqKgo3r1z5fXrd3H/2bhxJ9Wb9cTT9RV3Lh0hT54cuHt4Ex2tZPCcfVhnypkUpymEEEKkClnxJIQQQqQx9dsOZvqW23QesZThC4+g0jCmVq2WDB06gZCQ0Hj3USgUDBnSC0srS26e3Zeg46ipq9Oww3DGrTxHvpK1mD1nBfnzl+f48bNJeDZ/jlmzxrF79xqAn64q+8LG2oLATwnvPChSh0KhoEXPybx/58rChasSvX9IaBjauvrffT1zrkLs2XOYQoWrYG3tSIkSNXB27sbkKQs4c+khBUvVoJBTdToOW0yRMrXxDwhm5YrZhIeFEBsT/TunJoQQQqQbMvEkhBBCpCAjE3MAbDLnYuDM3TTuPJr1G3ZRsmQtzpy5GO8+6urqNG1ShzsXDyXqj1UL68y07DmJkYuPExERga+vX5Kcw5/GxMQYLS0tXr9+R5EilXn69OVP97G2tiJYJp7SBZvMuajSqAszZy3lzZv3ido3JORzzabvcarenMx5S5CzaHVa9ppC/2nbmLrxBnN2PWH4giN0HrEE++z5UVNTw8ouGxrqGty9+xADQxNssuT53VMTQggh0gWZeBJCCCFSiZq6OpUbdGTk4hMYWWSlceMO9LMtQOii1XFjvnTectbSIijAj6d3P09OORzelOAOWZp7VgJQwd3zq+3puSNdcsTQ3n2Iaj5+5L7wufDzxo07uTZicrxjs/r44vvyIfa7VyLSvlot+2BkYsGgwePjVrUl5J4JDg5BR8/gu3EdipSj66gVNO44kjI1WpKrQClMzKxQKBTfjDV+dhd9Ly+u7jpI9nz/oKYmv4YLIYT4O0iNJyGEECINUKlUxLYoxMjgAPTU1Dh25xSZM9vHdd6KtbMmr54+Jjb56DBkAS7tnDD0diM4AR2ynjTOx97wEN7ZWRP88P9bw6fHbnIpFSPw/jnq1HGh3MOnTA0OwdvGilMzx1G5clm0tbUJy1eGXO5edNA1wGH34x9ef5E2PLx+miXjO7B27QIaNKj503sm8P45rK0dqdduOJXqt//t499t7MCR8FD8FApqdRxBlUZdfjumEEIIkZqkxpMQQgiRjigUCgq0GcwNs4wEqWuwa9ch4P87b0X270bzZvV4cO0EEeGh3G3ag2BL2wR1VTtpaEw5PV0i+3f7antqd5NLyzEUCgWHDm1m6Kj+KO1tOFqpLK1b9yQ4OASApY4OVNDRZmlkOEH+Poi0z7FEZQo5VWfI0Ilcu3b7p/eMn98nIiMjMTXPmCTHd6jegkCFgnCVihz5SyRJTCGEECI9kBVPQgghRBqzbGJn9PDnyJGvH+/68OEjBQtWpFXf6ZSu3iLB8ab0romZoTrHj29DS0srqdP9a3z86IGdnTUAI0ZM5vnz11y8dIMpG65jYGSaytmJhAjw82LFpM68fX6fli0bMWHCEMzNzeIde+TIKVxcujN66UlsMudKkuP7ebny6NY5ytZ0kUfthBBCpHuy4kkIIYRIp/IWKcfNm3cJDAz+anumTHbUr1+T/eumJWqVjXPvaTx69IzOnQfy/r1rUqf71/gy6QQwbtxgHj1+TvGKDWXSKR0xMbNi0Ky9OPeawoFDZ2jRsvt3x65es5WsuQsm2aQTgJmVPeVrt5ZJJyGEEH8V+VdPCCGESGMcipQnJiaGq1dvflPseNassWhpqHFgVCuc25ZKUHHxWi8fslzPgIsnL1K0aFW6dB3E06cv00xR7/QY42D/0Xh7edPZ1BKRvqipq1O2lgvDStfi9q27vJk6P+61L++328xFnD1zkTI1XZI9n8Q0ChBCCCHSI3nUTgghhEhjQoMDGNS8IBs2LMJl5JRvCiAfOnSC1q17sgFokIDi4l8KkXtZWNOncVdO71mBn7c79XR1GBEewT9pqKh3eoihUqmoYpUP8+hodiXg+ou0qUnbUuT0caeHkQGD398F/v/9HmpowGLUmbL+Olo6uomOHREWgraufrzd7f4rMY0ChBBCiLREHrUTQggh0qnIiDAA9PT04i2AXKdONRoXys9ANTUu1Pt5t60vhcifN+tFxXrtGbfyPG36z+KejgElgRbmZiiVSiD1i3qnhxhXrtzkTnQ0XY3NElTcXaRNT5r1pJGOHjNDw6lZ05nJk+eyo3I52uvrMi8snBKVm/zSpNOdS4fp3yQf/RvnZdHo1kRHRfxwfGIaBQghhBDpkax4EkIIIdIYjw8vmdCtCkeObKVUqWLxjnF39+Sff6pTomoLmnUd+0vHUcbGcu30bjbNH8Lw4X0YPLjX76T913Bx6cG9R+8YtfRkgla0iLQrIjyUKyd28OrhNV49vkFw4CfMLG0oW6s1Feq1Q1tHL9ExJ3avSlSoL927t2fixNm0HTiHkpUbJ0P2QgghROpK6IonjRTMSQghhBAJ8GXFk4HB9//otbHJyODBPZg4aS6lqzXHNmueRB9HTV0dp2rN+OTjztSp8yhcuABVqpT75bz/BuHhEZw8dZ76bYfKpNMfQEdXn0r121OpfnuUSiWfvD9iamGDuvqv/Yrs9u457u9fsHXrcmrUqMSlyze4cGi9TDwJIYT4q8mjdkIIIUQaE/W/iacbN+4SGxv73XE9erQnQ4YM3Di377eOV6tlH/IVq0CnzgOk691P3Llzn+ioKHIXdErtVEQSU1NTwzxjpl+edAK4df4ARsZGVKpUBoAunVvx9vl93j2/l0RZCiGEEOmPTDwJIYQQaYxtVgfyFSvPoEHjKO1QlsPZ/0F91dcdr7TWbMG8WFVyGugR4OsZt/1XOmSpqanRbtA8tHSNaVu7FYr8ZdNsN7nUjnHlyk30DY2p/PiWdCJLJ773M5Ec3eTuXjpEjWyZMS9WFa01W6hatTyZMtlz7uD6ROUnne6EEEKkB1ER4QkaJzWehBBCiDTq7bO73B3WnJNRkRTS1GTB6d04OuYF/r/7VnNdHe7nKkK/qVuB3+uQ5fr6EQv71MFOpWJnRgtsn/7//mmhm1xaiFG/flsCIvW49PapdCJLJ773M5Ec3eTmj2jJq3tXmAP0sLMm+OEFFi5cxYSJc5m8/ipGJuYJyk863QkhhEjLoiLCuXR8G6d2LcXfz0u62gkhhBDpVdY8hRnVeQynTS0INjKjUqVGzJixkOjo6Lhua1bFC+P6+jGb5g9l75qpDM9ZEDdz61/qkGWfPT9LWvZFpa5BiU+B7Nt3NO61tNBNLrVjREVFcePGHXLkLy6dyNKR771XyfEe9pqwgYYFnegDtLK0QKVS0apVE9TUFNw8tz/B+cn9JYQQIq2KCAthztAm7Fk1kQrl42+C81+y4kkIIYRIB2KioziydQHHdy4hn0Meli6dTr58ublx4y7Tpy/kk38g/v6BuLt7kN2hGD3Hr0dDU+uXjhURHsrmBcO4df4A3bu3Z/z4wWhqaibxGaU/b968p2jRKvSdspk8hcqkdjoiDbt6cicb5g5i7951VKhQmvyOFXEs3YD6bQendmpCCCHEL4uNiWbphI68e3abI4c3kSVLJjJnLiIrnoQQQog/gYamFvXaDGLI7H34BUVToWJD5s9fwT//FGL37jWcPbObe3dPsXfPGl4/ucXGeYNJwHdL8dLR1afDkAU07TqOFSs2UrduGzw9vZP4jNKf4OAQAPQMjFM5E5HWlazSBPtsDixevA4ANTXFL/88CiGEEGmBSqVi6+JRPL93mY0bFlKgQL4E7ysTT0IIIUQ6kjlXAYYtOETT/CUZN24m/Wo0Jzo6Ou71is9fs95Qnxtn97F//Uzg1woVKxQKKtVvT/9p23jx2pUKxatzL1fJdF0Y/HdjfJl40pHV3+InFAoFFRt05NSpc7x48Rp1dXUyvHyQ4J/DlCyILoQQQiTEse2LuHx8GwsWTKZixcSt/JZH7YQQQoh0yKWdE/u93egAlK5QmnXrFmJsbBhXDHuWsRGDA4NoM2A2izbN+a1CxUH+Phxq58SV6Cg2mZlS49WNuNfSU2Hw342xbdoYXFy6MX3L7XiLRAvxb9HRkYxuXxobK1PevHlPN3VN5oWFJOjnMCULogshhBA/c/vCIVZN68mwYX0YOrR33PagoGB51E4IIYT4U91t2oP6lrbMqN+RG7ceUrNmSz5+9Igrht199ABatWrKloXD2Vy27m8VKjYytWBcp1E00talbUAQly9fj3stvRQGT4oYX1Y86eoZfP9iCfE/mpra1Gk1kEiVPsUrN6Vog04J/jlMyYLoQgghxI9ER0eyZ/Uk6tSpxpAhvX4phqx4EkIIIdI5jw8vWDK2PeqKaA4e2EDOnNkAiIyMpE7d1rx6487QeQcxMbP6rePEREexZGw73N4+5NjRbeTNmzMp0k83Vq3azPDhk1mw/yUKhSK10xFCCCGESHYXj25h66IRXL16hNy5c3z1mqx4EkIIIf4S1plyMWj2XpQKbaZMmR+3XVtbm00bF6OhiOXw5rm/fRwNTS06j1yGsZktjZt0xN3d87djpifBwSHo6hvIpJMQQggh/gqxMdGc2LmEevVqfDPplBgaSZiTEEIIIVKJcQZLKjXoyK4VE/j40QM7O2sAtLQ00dTSRENLO0mOo6tvRI9x65g1qCFNmnTi6NGtGBv/Hauhg4NDZOV3OhLk78PFo1v48OIuocGB6BllwNA4AwbGZhgaZ0DfKAMamlqoq6ujpqaOmroGamrqmFnZYp0pV2qnL4QQQqS6G+f24+vpyqBBS34rjqx4EkIIIf4QJSs3QVddg01OtdBas4V37z5QtVpzwv2DmHLpSJJ1wjIxz0iP8ev54OpJ2yqN0XEsl+Y70iVFjODgEHSkvlOa8O/ubn5eHzl3cD1nhjtzpGFu5rYtxeDmBRnqUoxTu5Zg7PeWsh+eYhf8gXDf5zy9fohjW+exYc5A1kzvzcopPVg+qStLx3dk8dh2TOhWlTltSnJqzwoCP3l9c7y0ct4J2S6EEEL8KpVKxYkdi6lRozL58+f5rVhS40kIIYT4gzxq7MDW8FAWm5nSCzU0dAw5Fh5OoU9eSd4J68XDaywe2pymwDo7a0IeXgDSZke6pIjRrHgRHr7wof/0HUl2DcWvadS2FKd83Fmpqc35mCg0NDXJqlSSJSaGLPp6ZBzYg0yZbKlQwYmsFRvG+35rO5Yj9qMHUbYZ8T+/n9hYJToVGnDPw4sNujociFUSGxNDnkJl6PfqIc5B/ihTuZucdLsTQgiRUpRKJf0b52XUyL707t0p3jFS40kIIYT4C5Vp3I0QoKWfPyaWWRg0ay9BLfskSyesXI4lGV6tBZuBifnzxm1Pix3pkiLG48cvsbL79foG4veFhwVzbPticgUH4AJE2WVk0aKpvHl9g7vTR3PU3oZO3duRN29OMma0wM3Ng8etmuBhY8WnHu359/etqv7d0LO3QWdAd8zMMmBpaY75oB7Usbdhw6ThvHxxlTlzJmCkFU6XIH+sFArG5y2WeiePdLsTQgiRctTU1LDLmpdHj579dixZ8SSEEEL8YUKDAwgLCcLM0hY1dfVkP96BDbM4uWspZ87swdEx7893SIfCwsKxty9Ei56TKVvTObXT+euoVCpO7FzKyd3LiYoMo3WrJnTv3o4cObLGjYmJiWHWrCXMnLkYpVIZbxxNTU1WrZpDvXo1EnX89+9dmTNnORs2bKdu64HUbNE73iLz0dGRqCnUUNfQTNwJCiGEEGmMUqlk5oAGZLExYO/edfGOSeiKJykuLoQQQvxh9A1N0Dc0SbHj1WrZh4fXT9KjxzDOnNmFpuaf90f348fPUCqVZMrhmNqp/JVuntvHvnXT6dSpFf36dcHW1vqr111d3enceSA3b96hZsu+lKnRksjwUCLCQwny92bP6sl4ur6mWLFCFC9eJNHHz5zZnnnzJmJvb83kybMJ8PXENmsePnm74eftRoCPG5+83fD388IkgyXNe0yikFP1pDp9IYQQIsVdPbmDdy/uM3/mht+OJRNPItlFRYQTHhaMobFZinzzLoQQImVpaGrRqt8sZgyoz9y5yxgypHdqp5Tk1NQ+VyeIigxP5Uz+PuGhQexdPYX69Wsyc+bYb17fv/8offqOQlPHkP7Td5Aj3z9fvX7h8CY8XV+TM2c2Nm1aTIYMpr+Uh0KhYNCgnpiamjB06EQUCgXWNtZksreheKHM2Ns7YW9vw6HDp1g+qQv/lK9H8x4TU3QSWAghhEgKQQG+7F0zlRYtG1KuXKnfjic1nkSycTi8CaOWhRnnUpRhrf5hXOdyWO1YIl1XhBDiD5Q5pyMV67Vn4aK1qK/alOY60v1ujBJ3H2JpZcn9K8cScVXE7zLZsoCDzsWICglg8uThABw8eJwhtZ3pZ1uAZqVq0q5dH3I4lmF9nfaMndn3m98x2sdEM1rfCLd3HylcpAoNG7ajT58RzG7Rhb3Z/+HqiMm8ffueqKioBN0bHTu68P79HTw9H/GsbycufHBlVbFCDB/el1atmrK7SjnWZzDh5Y2TTO1dk1ePbyb6vBPbpS4x46UDnhBCiB+JiY5i26KRaGkomDRxWJLElBpPItlUa1OC7L6eAMyYMZYhQ8az3igDbYI+SdcVIYT4A718eJ05Q5tx18qCQl4+aaojXVLE6FSlPIeOXmL86ovx1vcRSSciPJTjOxZzdvtiLIEl5hko8/I6z5+/okyZumRRgWVsDFqa2tj3nEipqs1o1b70Dzu+vTLLSO8qTfD6+JoAHzdCXj3C51+1oBQKBRkVCjIrlbQ1Nab565tx7/Ov3DPvrC1pkSkTN2/eobZzP2o075Xgld+J7VKXmPHSAU8IIcT3eHx4ybpZ/XB//5xVK2dTv37NH46XrnYi1b1v2pM+egaoK9SYNHkuAJ5l60jXFSGE+ENlzlkAdXUNzjr9k+Y60iVFjDp1quLj6cr7F/cTcVVEYvl6fmBC10oc276Ywlns2WdlgX/NyowYMZnmLbqSwdKWpZ1Hc8zSlvFdxuBUrTkKheKnHd/cW/SmftvBdBm5jCHzDrKr+0S8LGzY5NKfPpM306rvdKoVKY+5lg7d/QNp1rwz7959AH7tnrEc1JNDhzYycGAPDm+Zx4KRLgT87wu5n0lsl7rEjJcOeEIIIeLz6OYZpvWtg5YinNOndv500ikxZMWTSHZ+Xh85tmMxdtkcKFer1Xe/JVapVLi+foSBUQYyWNqmcJZCCCGSwtLxHfB4+4BLFw9gaWme2ukkqejoaJxK10WlacKAGbvi6j6JpBXg58W2JaN48/QWwQGf4rZbWGciS+7CVG3cBfvs+ZM1h4c3TrN5/hAC/X3JlTsn1aqWo2rV8pQsWRQtLa1Ex7t8+TqdOg8iNCyS1v1m41iicjJkLYQQQvy6VVN7EuH/mhPHt6Onp5ugfRK64kkmnkSa4PnxNSsnd8P9/QsAWvWdTunqLVI5KyGEEIkV+MmbqX1qUcgxF7t3r0b9D2sqcfXqLWrVaknz7hOoULdtaqeTJqlUKoL8fQjw88I2S240NBM/UfMljq/nB3w83mOXNS9GphZJnOmPhYcF8/TOBR7dPMvT2+cJ+OSNvr4+5cs7Ua5cCZRKJf7+gQQEBBEbG8u4cYMxNDT4bjw/v0/07DWc48fOULFeexp2GIamlk4KnpEQQgjxfXOGNKGwgw3Ll89K8D7yqJ1IV8K3LsT9/QtGVqtA+/Yt2bJoBE9un5cCmEIIkcb993PaOIMlY8vU5cL5yyxo9fWjPOm5uPiXbaVKFaNduxYcWj2ZCq1L/LH/Pv37ffX39eDOpcPsXjWJJR3LMalONqY4F2Fq75rMGtSIBSOc2dijOoca5GZOm5IMaOLAsFb/MK1vHbY0yYfd7hW/lINCocDCOjMORcolaNLpe78zJHb7F7p6hhQpU5s2/WcxecN1Riw8TOUmPXjx3p8RI6YwfsJc1i/dyJW1W1m/dhtbt+4Bvn9/We8/xuFHT5nVoCaXj21h5oCGeHx4mWy/6yRFwXH5PUwIIf4eAb6eeHv7EhoaBsCBA8dYsWJD3Ou9eg3j0KETANy794gKFRrg5pawR8hlxZNIE1q2LUUlH3fCNDSo2bsTc+cuA+C+mRUF/LykAKYQQqRR8RUqdmnnxFBvN/arqfHY73nc2PReXPzLtsDAYIpmK0ZHpZJRf9i/TyqVivcv7mM4ujV3Q4K4qqaOuzIWADs7W5z8/MgVHkGEoT4BzRsSHh5OWFgE0UdPERsRSSZ9PWyH9iZbtszo9RtJZ19/rNQ16LHvOerqGsma+/eKZid2e0IolUrU1NTiYjTS1uVhJhtuXD+KccEKP72/Lm9eRoeO/fnwwY3ZWjr0DA4gJInvpaQoOC6FyIUQ4u+gUqno2zA3MdFR3L9/Dnt7G8qVq0dMTCxXrhzGx8ePkiVr0r17WwYN6smKFRtYsGAl+/dvpFixqrLiSaQP95v1ZK6pBRrmNmzYvB8AdXUNHtd04aKpBRafvBnqXITp/eowe0hTEjBfKoQQIgXEV6j4btMemOobojTQ/2psei8u/oWxsSFVCuXnlIbmH1OgOcjfhxO7ljGxW2Wm96/P5MhwfLS0aFG+FJs2LeHp08s8fHiOtZOGM97ehvHjhjBz5lgWLZrGmjXz2D55BIfsbZgzYSi9e3eidu2qVB/ej1kZTHgSG0NURFiyn8PPiosndHtCfKnv9SVGhZouvHr5mosXryXo/nJ0zMv5c3tp2aI+vYMDsFSoYR3gy1DnImycN4Sndy8RGxuT6Lx+9fyS4xoJIYRIP8JCgoiOikSlUvHo0VMAateuSq9eHQBQV1ejWrUK1KxZBYDs2bNSqVJZLCzMEhRfVjyJNCk2NgalMhZNTW02zBnE1VM7v3q9TE1nsuQqSO6CTphnzJRKWQohhPiedbMH4P7iOg8enE3tVJLFpk076dt3FDO23kPf0Di10/ll757f4/iOJTy8cRp1DXXq1qlK69ZNKV26OBoav79Cac2aLQweMoFFB15/t7nIn0ClUjG5ZzXyZM/I9u0rElXb7MSJc9y79xA9PT18fT+xb98x3r//gLGpOUXK1aNh+6FSC0oIIUSycn//gondqzJ27GB69+6Y4H/HElrjKXnXPAvxi9TVNeKW5DfoMIwCJasSGR5KeFgwHh9ecuHwRi4d/Vw7wcouKzVb9KF4xYZ/9C+1QgiRXpw7uI7rp3czffro1E4l2ZQtWxKlUsmrR9cpWKpaaqfzS0KDA1gyrh0ZLTMwZcoImjati6mpSZIew98/EAND4z/+32eFQkEt5/6sntaTls7dWLVyDkZGCfuytlq1ClSrViHu/48dO4h79x4xd+4yDu5fQ+UGHTGzskumzIUQQgjQ0dVHXV2DU6cu0Lp1E8zMMiRpfJl4EmmekYk5hZyqx/3/dy/uc+HwRnLnycmQwT3Zu/cI62b1x8v1JfXaDk3FTIUQQkRFRrBz+XjatGlOly5tUjudZJM5sz329nY8v38l3U48HdgwC2VsNAcPbsTKKuk7xvn5fWLL1r1Y2GRN8thpUZEytdAet5Y103tRtVpzGjWsScaMllhbW2FtbUnWrJkx+M/jp/FRKBQULuxIpkx2aGhqcfPcfnT1DdHVN0RHzxBLmyxktM+RAmckhBDib5HB0pa+U7awcko3KlZszNaty8iXL3eSxZcaTyLdqfXyISdMzHn36i2bN+9GU1MTAI+LR6TzihBCpDJNLW3sjc2I3XUgzXWkS+oYVT594sX5/URFhP/ssqQ5SqWSKye206d3B+wPn0zyaxcaGkbzio0JfvueiUXKJ/8JpZL/dn3LV6wCS+t1wPLNe1YuXEv//qNp3rwz5crVxzFXKXZl+wfN1Zu/ivG9+y7n5l3YGupzfv8Kdi4fx9qZ/Vg6viPju1ZmZ9+6+Hi8T9FzFUII8WfL6ViCofMOoNI0pFq1Zhw5cjrJYkuNJ5HufOmwss7IlP4amphbZyJzrkIsvnCI3H6e0nlFCCFSybsX9zl/aANPT+9GV6XCLQ12pEvKGA9c3SmjUJC9eGW6jFqe7F3bklJQgC9DnYuyadMSWg6flKTXzu/2KVq07MaNMxc5r1KR8w/+d/l7XR2/bNuw+gJB/j74+3rgOsKZbRHhVNDWYt71Y2TObA8k7L5TqVRERERCsSocdvdirJoa3mrqlKnlQq2WfTA0TlhxVyGEEOJnIiPCWDuzL8/vXuDOnVNYW1t9d2xCazzJiieR7nzpsJKt9SCmbrrJwJm7adJ5NG5Ne3DZ1IKbjbv+PIgQQogkd3rvKq6d2kX78k4csrJIkx3pkjJGAXsbNnZ04fGts2xbPCpddVwN+uQNgNX/3qekunZhfTrTq/cILpy/yvi67cj5h3dE+15Xxy/b1NU1MDW3JlueInTvOIpheoaci4xi3rwVceMTcv0VCgW6ujoYD+xBB3sb7k8ezvDhfbh1djdjO5bj6LaFKJXKlDtxIYQQfyxtHT3a9J+FhpYO06YtTJKYsuJJ/DF2r57Mqd0rMLeyo3zddpSu3hxd/e/PugohhEhaLx/dYM6QpmzatITataumdjopZsuW3fTsOYw6rQZQ27lvaqeTII9vnWPRmLY8eHAee3ubJIu7Y8d+unYdRIchC/inQv0ki/snuHRsK9sWj8LJ6R/Wr1+QJIXc/fw+0b37EE6ePM+E1RexsJZOv0IIIZLG6b2r2LN6MleuHCZ37vhrC8qKJ/HX8XF7i5aWJpUqFGP/+umMal+avWunERocmNqpCSHEXyFn/uLkKlCSGTMWp6vVP7/L2bkxI0f259CmOVw+vi2100mQwLgVT+ZJGnfduu3kLugkk07/Ehsbw47l49m8YBht2zZj9+7V30w6qVQqYmJiEhRPpVLx4YMbhw+fZMWKjTx+8oJ8xcrLpJMQQogkVa5Oa0zMrFi6dN1vx0o/xQiE+IHYmGiUsbGAgsWLpjJu7CCWLl3HmjUbuHf5CN3HrpEOMEIIkQJqtujN/BEu7NhxgObN/57Jh4EDu+Pu7sn6RSMwtbDBoUi51E7phwL9vTE1NUVLSyvJYr569ZarV2/SfvD8JIuZ3kWEh7Jqance3zpP1qyZ0NTUoFev4QQEBPLJP5CAgCD8/QMJCgwkOjoaMzMzbO2ssbezxs7OGmNjo89jPwXg7x+I36cA3r55T2Dg5y/VjE3Nsc+en8ZdxsR7fF/PD+xcPh6VSoWeoQkGhiboG5libp0Zu6x5sLTN9lVtsqsnd/Li4TXCQ4PR0tZBW0cPLR09jDNYUqJSI4wzWKbIdRNCCJH6NDW1UVNTw8jo9596kxVP4o9wYMMsnt05z0ZDffQ27MDa2ooJE4Zy6dIBTGPC2NijGpn3rkrtNIUQ4o+Xu2BpquYqyIDug3k+ac5Xr6WljnRJHUOhUDDfIRel1dU5uWDYD69RWvD26R2y58gCJN2121GpEUY6uhQuXSPZ809p/+1el1Bvn93lye0LaGnrEOITwIVVW3h+6T6eQZpoGucgc74K1M9WkKnaegyp2BCnmm0xsnbE5+E7zq/awtolGzhy8gYPXvjgF66HbaQWvWOUTKvdmqkbbzB10y16TlhPRrvs3xw7y97VbOtcEb9nN7EzA1XwOz48Ps+V3UtZM703E7pVpX9jB6b1rcP+AQ3ZVD8nG+YOItT7OaY6EahHehLy6AIeh9ZzbOMsRrVzYt2s/rx/+fCXr4cQQoj0IzjQD18vNwoVyv/bsaTGk/gjTO5ZneKe79gdHvFNpx0fh9IU9fCmlrYuFfY+S8UshRDi79CwbUmq+3gQrK7OqZfX4h4rSksd6ZIjhlGB8hx2daceMGzeQTLnKpBEVzRp+Xl9ZHSHMsydO5G2bZsn2bWzd3WnhLYu1f7Af2vj616XULEx0ahraH43xs864/1s7PfcaezAyvBQOunr4XxwE46OedHQ0MCoQHkCXN25b2HGjYHdefz4OU+37eNhdDTDjAzp++42CoUC+P/3+5NtRpZ0a8eKFZtwdf1IQQ1N1GOiUdPQxHnbXfn7QAgh/kBf6kHevn2KbNkyxztGajyJv0rhMrU5Eh2Dl43VN512bAf1ZJyJEdsjw3nx4GoqZSiEEH+P5816sdHMCj9NLTp1HkhsbCyQtjrSJUeMiH5dqWFnja2xMReObPzpdUotl45tRU9fn8aN6wBJd+0aGuizNzKcKyd2JP9JpLD4utcllLqG5g9j/Kwz3q/mkbViQypqarMpMppKlRqRJes/tO/Qj7A+nTGxt6HEsD507dqWBQumcH7aKDZkMMHTMW/cpBP8//utM6A7vXp15O7dU2zcuJjcjnkoqq/HA5WSs/vXJvqaCCGESPsiwkIAMDDQ/+1YsuJJ/BFCgvwZ2bYkgwd1Y9CgnnHbQ0PDWLp0LfPmrUSpUjBk7n6p9SSEECnk6Z2LLBrTho4dXRg/fgi6ujqpnVKKmDVrMTNnLWPy+msYGJmmdjpfiY6OZHT70jRtVJ2ZM8cmaezY2Fiy5yhBkXKNaNZtXJLGFr8uJjqK9y8fcPHIZq6f2YOr6714/4jYtm0vx46dYd26hLfOHjp0Ipu27KNem8FER0UQFRGOhqY2lRt1+qp2lBBCiPTnk487I9uWYsOGRdStWz3eMbLiSfxVDIxMscmcE1dXd+DzhNOiRaspXKQK06cvpmTVFkxYc0kmnYQQIgXlLVKWJl3GsHrNFooUrcqGDTsS3LkrPWvTpjk6Olqsn90fpVKZ2unEef/yIbMGNCQ0yJ8OHZyTPP61a7cJDAikaNnaSR5b/DoNTS2yOxQjb+GyAGhqxj8h1KJFw0RNOgEMGNANbS11dq0Yz/HtCzh3YBV7107Fz9P1t/MWQgiRujJY2GBhnYkrV27+diyZeBJ/jFD390TvOsiTCbMpVKgy48bNImehioxZfoYmXcakuW+dhRDid6SX4r4V67Vn7LLT2OUqTt++Iylt7cihviO/mpBJ7cLgSRXjyza7QydYtXIOj2+d4/Dmuan+XkVFhLN79WRm9KtLhg8vONerI3nz5vwm79+9dgebdyajoQlZ8xZN3hMSCfLf+06h9vkRuqdT5sX7fmvkL4ti5dePiP7sPrA/fJLXr67j4/MUr3GDWKrx+U+LN8/u8PLhdT55u6X6/S+EEOLX5S1SDt9PQb8dRx61E3+Mh40dWBIeigKwz5GfLiOXYWZln9ppCSFEsvidYsepJb9LMab4+3AUKFAgH2PGDKRSpTIYF6yQ6oXBkyLGf7fNnr2USZPmsNU4Ay0CP6X4exUaHPB58mvTbAI/eTFOR4uBgcGoJ8O103csh91HD1roGZB31+MUO0fxff/9jIgIC2HJ2HZ4PLnFQZWKcv95vxe5ujNaoeCNz1PU1dXjtifm/j/+v+L6X9Y1KhQKBuoaMDUsmPB09FklhBDis+M7lnB27zLevbsV7+vyqJ346zTvMIJzphbUz1+CHuPWyKSTEOKP9jvFjlOL0rkf2y1tWdCwE6ExOjRp0oE6dVrxyKVJqhcGT4oY/902YEA3ateuSsvATzhqaNA+YybuXTlGSJB/Yi5bgkVHRfDy4XUObJjFjAH1GdyiEGtn9iV3DlsuXz5EnzGDUE+ma3eufk28gTw1XZLl3ETi/fczQkfPgJ4TN5DXLjs1gX3VK8aNjejXlaoZLZnv3Dhu0unL9sTc/9Xtbfg0cyyvXl3n+vVjjBjRj7kRoZTX1OKE3BtCCJHumJhnJDAwkNDQsN+KIyuehBBCCJHiVCoVj26cYdfK8Wgqojl+fBu2ttapnVaSi4iIZN++I1y8eJ1Ll27w4cPn2jf22fKSI39JchUoSb5/KqKpqZ342GEhvHl6m5ePbvD68Q3evbhPdFQkpqamVKzoRKVKZahQoXSKXNcRIyazbedRJq27hpqafK+ZUq6c2M6hTbMxz5gZS9tsWNpmxcouO1Z22bDImCmuo96/RYSHMql7NYL8vbh//yxRUVHcufOQevWqfzXplFSuXr1Fh479CQ2Lose4tWTJXSjJjyGEECJ5vHh4jblDm3PjxnFy5sz2zesJXfEk7SaEEEIIkeIUCgWOJSpjl92B2YMa0bhJJ44e2YypqUlqp5akdHS0adGiIS1aNATgwwc3rly58b+JqFOcPbCW3AWd6DF2DVo6uvHG8Pz4Grc3T/H1/ICvlyt+nh/w83LF19MVpVKJmZkZTk7F6OAyCCenf8ifP2+yTf4EB4ewYMFKtLS12bnjINraWqxcOYsDB05SsFQNmXQC3N4+4+qpnXi6vsTL9RUqpRJzm6xYWGfGPGOmuP9Y2mZBV//7v6QnxPUze7AyNyJfbktevHzEvUsHCQ0NBUBNXR3TDJYYm2XE2CwjJmYZMc5gya3z+/H3dadLlzZYWVlw9+5DOnToy9Gj2yhZMv76XMHBIXh7+5I9e5a4bdHR0dy79wgrK0vs7KyJjo7G29sPX18/smSxj/tZLlWqGF06t2LChFl4fnz93YmnJ7fPs2XhMKIiw1Eo1P53LylQqKlhZGKGqaUdNplzY5M5N/mKVUBHz+C3rp0QQoifMzW3AcDNzSPeiaeEkhVPQgghhEhVnq6vmDOkCblzZWHD+oVYW1uldkop5tKl6zRv3oXMuYvQbcxqtLR1UKlUfHj5kLtXjvHg6jE8XF8DYGhkRJYsmciaxY4sWezJkSMrJUsWJUeOrCgUihTJd+/eI/TvP5rsObJx5/a9z3kZGhIcHEy/qVvJXdApRfJIq2KioxjftRKK2HCKFi1Anjw5UVNT482b97x5+4F37z4QFPi5SKu6ugbFytejSqPO2GVzSPSxIiPCGNSsAH37dmLUqAHA55WEnp7evHr1llev3uLm5oGHhxfu7l64u3vj4elF7tzZmTVzLAUL5ouL5ebmEe/KODc3DxYtWsOmzbuJCA/n/Pn9ODjkIjIyktZtenHyxDkANDQ0vupYqaurS6tWTejZsz137jykY8d+VKrfgcadR8d7rwb4eTG2YzlKlSpC+fJOKJVKVColKpUKpVKFh4cX79595MnTF/h4+5AlVwH6Ttkqk09CCJHMoqMj6VM/F4sWTcXFpck3r0uNJyGEECIFSeemX5fRPgc9xq3j8eOXODiUoVLlJsx37sbHvE5ort781dj00NUuMcer1WMIe9s1592z2ywd34FTw1owpW52pvWry42TW6hYthBbty7HdeJQAowNuNa2KevXL2T8+CG0bt2UfBevYVywQoqdd3P/AJ7o69Izd3YcHHIDYGRmjameAWPmDPzr7/+b5w/g6+nKUmUsu6uWZ+zYQYwePYC1a+dztU1T/I0M+DhxGGfP7mXcuEF8fH6dyb1qsqN+LlSrp/w0/r8/ZxQKNTLldGT27KV0qdSIIIcyaK/diqGhAW/evOfg0nU8X7wGw/cfqVDBiSFDejBt6ggqGhmwsGYLmpWsyaxZS7h+/Q52R07xOo8TzyfNiTtWREQkdcs3YMfyDdTPWRgLmyy0adOL2rVdyJe9OBdOnGNMteb0HL+Wxp3HMKxSY3YZm7GsSXcqNezKth2HKFKkCl069aeZlg6jbLJ8Nen073OJDA8lKiqCwXlyMnbtFoabGjNoUE8GD+7F0KG9WVLAgTNv3vJuaC/OnNnDxzdP2LZkdLyfu4n9LJbPbiGE+D5NTW2MTc1xd/f8rTiy4kkIIYRIAumxy1xaExocwKMbZ7h/7QQvrhwjVKUih4Y6Nbq1o2bNyhQtWgCLf6qlm652iTnekSUzaNGiK6YRETSMjaW+hRkFn1xCQ0MjRfP4b4xYO2uCH15ApVJx9eotqncdiPpHD5T2NgxoVIct248yYtExqnatRD4/r7/+/vf48JKtPWvwLjaGYUYG9HxxDW3tz/W74rvO0dHRnMjjxIxPAbxTKBix8QbGGSy/G/+/nzNKpZJrp3ZxfMFQQpRKaurqcExNnbCwMCpoaKEXHck7DQ3eausSFhoMgK2aOrmVsahpaXNZQ5PwsBD0FQr0VCqyaWpyzPsJALNnL2XapDk8AOwsbZk4dCG7Vowng6U9VW+fp3FYMLn/9X7/N7eoiHCuntqJxdrpzA4PIeI/98a/x69feY6+DXOzxNiQLv6BhNpm5OOp3URFRaOmpoZRtaZoeHiBjRUT69Vk2bJ1uPSZxtJtC7/53E3sZ7F8dgshxI9N7V2TyuUKMmfOhG9ekxVPQgghRApKj13m0hp9QxNKVG5El5HL2NtlLDuNzciTqzAbtxygdm1nMmbMj+WnAAppalLHwIAzZy7G7ZsWu9olZnuZMiV48+YGz6aPZp69DaWG9YmbdErJPP67rU1GS+7cecCVKzepXduZ8w1qobS3IbxvF06cOI9d9vzo6Bng16KP3P+AdaacLO40in56hkwNCaNM2fqcOXOR2NjYr65zYGAwBw8eZ8+eIwRVKUcTI0OCVCr2rpn6w/j//ZxRU1PDqVoz1nUcSWc9A+7pm1C+ficmrb3MuC5j2Gppy5Ku45m98xFzdj5k3p6nbOk+gX2WtozuPIaZ2+8zdO5+WpWsho6aOhp2/1/LY/bspTQqWBq7/x0vW96iDJl7gE7DF1Oz/TBy/+f9/m9uWjq6lK/ThiYdhhMRz73x7/EamlpksLChX3AoWoChmyd585amYMEKODqWI7OHF7aArbsXy5ato0XPSZSp0TLez93EfhbLZ7cQQvxYSNAnzMxMfyuGrHgSQgghRJqmVCr58PIBHh9eEuDnSYCfJ+9fPMD9/TN2bF9BhQqlUzvFdMHfP4C8eUuzevU8ateuyqZNOxkwYCze/1vh0qpVD7S0tFizZh6RkZE4OJQlW7bM5M2bk/nzJ3P9+h1KlCiCQqHgwYPHlC/fgB7j1uBYvHIqn1na5PbuOVsWDuPN0zsYGxtTqVIZqlYtR2BgEDNmLMHf3z9urLq6BppaWuTIX4Ke49elSr4HNszi5qmt3L17iv79R3Py9FXGrjj72wXQE+rhjdN8fPsUPX0jdPWN0NU3RENT+3Otpy81n5QqjDJYkjmnY4rkJIQQf7voqAj6NszDwoVTfqvGk3S1E0IIIUSapqamRpbchb7qhhUdHcnyiZ1xdu7OjBmjcXZuLB3VfkJXV5eJE4fj4JALgGLFCjF16khUKhUKhQIXl/+/hurq6vTq1ZHnz19hb2+DQqH4quPZzp0HMTY1x6Fo+VQ5l/TANktuBs7czbvnd3l86xx3b59j796hqKmpUapqM2q26IWRqQXqGlpp4t4tUKIKp/eupGjRqnh7+9C634wUm3QCcCxeWSYxhRAijfHzdkOlUpEli/1vxZEVT0IIIYRIl6Iiwtm0YCg3z+2nQIF8TJ06Eienf1I7rTQrKCgYTU1NdHV1fjvWggUrmThxLuNWnsPMyi4Jsvs7BPn7EBMdRQZL29ROJV5+Xq7sXDGBmKhIeoxflyYmxIQQQqSeRzfPsnhsOx48OI+9vc03r0uNJyGEEEL80bR0dOkwZAGDZu0m2iuA2rWd6VC+AR8+fPz8ejroapeSMSoXrcqc3CWTJI9S3r7ExEQTEvgJSPnOYOm1E5mRqUWanXQCMLOyp9volfSauOGvmXRKr/eSEEKkBF/PD2hqamJjY/VbcWTFkxBCCCHSvZZtS3HAx52hamr4aWrSs0d7hmzfS0Z3r3TR1S65OtIVMzfj3TtX3r69xdWcJbD1/UT+RMSoqK1FVufGcZ1svmwfZmjAUnVtpm66hZqaWop3BpNOZCKpyL0khBDft2vlRN7cP82d2yfifV1WPAkhhBDir3G/WU8aWNqypuMoqjTqyuIl68jk5UtLPV1O16vBv79nS4td7ZIjRmT/bsyfP4lJk4YRERFJ2aG9yZ/IGB2bN6BeverfbL+R0RILmyxxq2JSujOYdCITSUXuJSGEiF9sTDRPbp0ln0PO344lK56EEEII8ccJDQ7g2qldXDy6Ca+Pb8mdJxcdO7SkefP6GBn9Xb/LqFQq2rTpiYWFedzKpd81dep85i9YzdzdT1EoFEkSUwghhBBpx9kDa9m5fDznz+/D0dEh3jGy4kkIIYQQfy19QxMqN+zEmGVn6DN5M3pm2Rg2fBJ585ahX79R3L//GKVSmdpppgiFQkGLFg2pVKkMAJGRkSTge0cAzp69FFcz69+ePn1JphyOMukkhBBC/IFCgwM5smUeLi5NvjvplBgy8ZSEpDihEEIIkbaoqamRt3AZuoxczuS1V6jYsCtHdh2lQoUGZLJ2pHr1FgwePJ4NG3bwaPxM9BzL/ZHFxWvXrkojb1+MCpRndKP2jB07I0Ex2jl3Y//+Y19tN3Qsx/Vzl8mWt1g8V/zn5PclkdZ97x6Ve1cI8SPxfUak18+NswfWooyJYtSo/j8cFxsbm6B48qhdEpLihEIIIUTa16xtKe74uHNN34gD/1TE/e1TPFxfoVQqyQ4MNzWh3vMraGpqpuvi4t8bu8DECJ3pY2jWrP5PY3jaWBF55SjGxoZx2++7ulME6DF2DY4lKif6+svvSyKt+949KveuEOJH4vuMSK+fG/vXz+Tu+Z08e3rpq+0qlSputfOMGQs5c+Yy16/flkftUpIUJxRCCCHSvkfNelLC0pZy7YbSYcgCRi09ydxdT1jQsDMO2jp08g+gaNFqrFu3jaBeHdNtcfHvje00eiDNmtXnwwc3wsLCfxjDaGCPuEkngE892tNKQ4OsZpbkKVz6h9f5e+T3JZHWfe8elXtXCPEj8X1GpNfPDetMOfDy9OLq1Vu0bduLsLBwVCoV+fOXZevWPQAUL16EunWrJiierHgSQgghhPgXt7fPOLp9IXcuHsbaxpp+fTvTunVTdHS0kyR+dHQ0rq7uvH/vyrt3rri6upMtWyZq1qyMmVmGJDlGQmTKVIghQ3rTq1fHeF93d/dkypR5DBrUg8yZ7Rk6dCI7dx4kLDyCYfMPYp0pV4rlKoQQQoiU8+HVQ6b2qcP8+ZPZsWM/GzYswsBAn+XLN1C+fCkKFMgHJLy4uEZKJS6EEEIIkR7YZs1Dp2GL8XDux7Htixg2bCLTpy+iYkUnypYtSdmyJciSJVOiC2sHBASyatVmli3bgJ+fH/C5BpWJmRX+vp4oFKNwcipO3bpVqV27Kra21r+Uf2RkJLt2HcTFpQkAAweOpWbNylSpUo5nz14yb94KJk4cxqZNS8mSxf67cUJDw3jx4jXR0TGcPHmelSs3UrF+B0pUavTbk06xMdEE+HlhamGDmtrXC/BVKhWR4aHo6Bn81jGEEEII8WsMjM0AMDQ04ODBTXG/8/Tu3emX4snEkxBCCCFEPKwz5aT94PnUdu7H5ePbuPXgCnv2HEapVGJjY0O5ciWoV686VaqUQ1NT87txPDy8WLJkLWvXbiMqOoZSVZtSyKkm5hkzkcHCGnUNTYL8fbh/7ST3rx5j5MhpDB06kSJFCzFyRB8qVSqbqLw3bdrFkiVradasPpqamrx/70pAQCAAkZFRfPjwkejoaMqVK/XDODlzZuPEiZ3s3n2I8RNmk6eQE027jCEyPPSrcf6+Hnzy+kh0dCTZ8hRFTV0dDU2t71+PDy9YP6s/7189QktbB5vMuchdsAwWNpkJ9PPi9sVDuL9/QdbchchfvDKOxSthnSnXD2MKIYQQIulcOb4dXV1dypcvlSQdbOVROyGEEEKIBAoPDeLVo5v47lvNo0fXeRIbg7m5Oc2a1aW1rg7Fd+wnol9XPOrX4P79x+zbd4ztW3ajq1RSp3A5CgycjZGpxXfjOxzeRNbti1hRqAw7vD7w4uF1mjStx8x8ucm0ejMR/boS1cE5brzWmi3ozFv+1Xa1lRu5N2sxxYb2+enY723/97aM42YREhKCRUZ7nMys2f/oOsUz5aRwu6F88v7I7pWTiI2NAcBYR4/AiDDMLG3Io2dEWW83fB1L8iFTDsJDg3n79BYf3z7DWk2NKS0b4ZEvF3fvPuLMmcv4+fmRQaHAKV9uKrRrwYUL1zh97AyhUVFoqKnhVNOF+m0Ho2dgnKTvqRAJ5XB4E4V3LuFu0x48qd0qtdMRQqQD6fFzIzIijNHtnWjZvA7Tp4/54diEPmonE09CCCGEEIn0pUvNFVNLxpSvy81z+wgK8MMBCFZXx/V/7YVNzKwYGBFOn9AgFAnoaPPv7jeb1l7m2qld7Fk9Ca2QQOYrVTj/pKudr68f2So1StLOeJ7XjvHy5RsmTJzDmdMXKAf4aGjwNObzZFOXLq3pc+AY/p4+bDXQI9u4Ibi6uvN42XruR0aiVFND394OIyNDcufKSqvzV6jp+wnNfx1PqVSiX7AC2h89vspD27EcNz96cNHYkKkxSjS09WjZcwoFS1X77fdQiMRKr92phBCpJz1+bpw9sJbdKydy584pMmWy++HYhE48SVc7IYQQQohE+tKlJsa5L026jGHKhutMqdWKwjp6lCngRMehixi/8hyT11+jXLuhKBLY0ebf3W8UCgWlqjZlzPIzFM1RgNbAxPx5vxr/7450ly/fwNGxPDea1U/Sznh6eroULJiP3btWc6lfV4ob6OOro83hw1s4eHAT06ePIevgXjjZ2zBz/FA6dnRh3LjB7J8yAk97Gz7MHMv9e6e5eGEfq1bNpdrwvmj+53hqamrE9u/2TR6q/t0oY29D/zGDuHHjGKWKF2DZxM7sXTstbpWVECklvXanEkKknvT2uRHg58XhzfNo2qzeTyedEkNWPAkhhBBCpHEqlYojWxdwaNMc+vfvxujRA76puRAaGsaWLXvo2NH5m4LdSSEgIBATE2NCQ8N48+Y9jo55f75TElOpVCxatJrx42dhZmVHudptKFW1qTx+J4QQQvwmlUrF4jFt8fn4lKtXDpEhg+lP95EVT0IIIYQQfwiFQkFt57407jSSuXOXMWzYRJRK5VdjtLQ0adu2WbJMOq1bt43ixasTGBiMvr5eqkw6wefr0Lt3J06d2kU5pwLsWzeNUe1L8/rJrVTJRwghhPhTXDiyice3z7No4ZQETTolhkw8CSGEEEKkE1UadcG51xRWrtxE794jiP1fLSmlUknDhu2YOHFOshy3evWKjBo1AAMDvWSJn1iFCuVn5co5XDi/jwL5c7NkbDvev3yY2mkJIYQQ6ZK321v2rp5M+/YtqVq1fJLHl4knIYQQQoh0pGwtF9oOnMO27fvoWqUJuo7l0Fm3jYkTh5EzZza01mzBqEB5tNZs+Wq/xGzXWrMFtfxlqVm4Erdu3cPa2oo2bZqhu357omIkRR7fG+ua14nqFRsxe/ZYwkKD2TKuHS7tnHA4vCkRV1OIhHM4vEnuMSHEdz8L4tueHj43/LxcWTerH9YZLZk4cViyHENqPAkhhBBCpEP3rhxjzaSu1AC22VkT9fACkLjudd/bblSgPLdc3VlvoEf3q8ews7P+pRi/kkesnTUjXZpQo0YlyrXp+dXYDx8+cv/+Y1xGTiHG1Z0JRgbUO7mLEiVqMFHfiFGhQemqc5BIX9JjdyohRNL73mdBfNvT8ufGy0c3OLN3FQ+un8TIyIidO1dSrFihRMWQGk9CCCGEEH+wQk41mFK3HadQUBoF48bNQKVSJap73fe2R/TrSrH/dan7Mun0KzF+JQ+Prm04evQ0z5+/JqJfV5aZGnOtST0ALl68RseO/XHr3BoNextGjB3M06cvAMjXtHu66hwk0p/01p1KCJE8vvdZEN/2tPq5ERLkz9xhzbl39TgTJgzl8eMLiZ50SgxZ8SSEEEIIkY69fHidhaNbo6Gu4Natk9jYZEySuEuWrCVr1kzUrFk5SeIlhlKpRKFQfC6qXtuZXLmyM3fuRCIjI4mJiUVf//9rTZ0/f4UGDdoyctFR7LI5pHiuQgghRHp09dQudiwbQ0ZLc1aunPVLE0+y4kkIIYQQ4i+Q07EEA2fsQtfAlHLlGnDu3OXfjrlp004WLFjJiBFTSMB3lElmwIAxdO06CDU1NRQKBQCHD29h7tyJAGhra3816QRQsmRRdHV1eXL7QorlKYQQQqR3pao0YfiCIyi0TalRowVr125NtmPJxJMQQgghRDqXOVcBhi04jGVmBxo1as+CzEXQWPV1IdOEFPWOjIzk+fNXVPTwontYOO0dcqFQKFCpVISEhCZZYfDvbe90+CQ5AwITHcM0gynhV4+n+QKuQgghRFpiaZOFgTN3UaJyY0aOnIqXl0+yHEcetRNCCCGE+EMoY2NxbV6Q6WHBFNPUpNuymdStWw1NTc0EFfvuUKks585d5mVsLJofPeLGzpq1mG3b9vEwMhLdf22PL0Zii4u7u3uyZctuxq3fjsZ/YickxsDGdVm0aA0XjUwp+ck7TRZwFUIIIdKy0OBAxnYsS8sWdZk5c2yC95NH7YQQQggh/jJq6urUbD+MgybmxFja0bFjPwoWqsyoUVMZ65CbacaGzC5SgPXrt/P69Tvgc1FvH5uMRPTrytChvdm8eRnR/bt9VQC8ceM69O3bBVX/boTbWePepTUAXl4+TJ06n1dtWySquHiIbUY6WGfk40cPnjx5wapVm3nRpnmiC5TfbFafBQtWUtulP1Et+6bJAq5CCCFEWqdvaEzVpt1Zt24b7959SPB+3t6+CRonK56EEEIIIf5QH9884eyBtbx6eI3oqMjP/4mOJCoyApVKhaNjPooVK8DZs5e5dOngN/WT/svHx4/OnQeQI0dWZs0ax9mzlxgyZAL79q3H1tY63n1evnxDzpzZAFi+fD2Ojg6YmprQpk1PtmxZRs6c2QgLC0dPTzfR5zd16nyWLN3EtC23UVfXSPT+QgghhPgsKiKcsZ3LU7VySVYsn5WgfapUacrt2/d+uuJJJp6EEEIIIf4yURHhPLx5hjsXD/Hw+ililbHMnjWOtm2bxxX1jk9MTAy7dh2kUKH85MmTEwCVSvXDfYoXr87y5bMoXNiRFi26kCWLPdOmjSY2NhZ1dfXfOo9q1ZoTq52RziOW/lYcIYQQQsCFw5vYtmQUK1fOoUqVchgbG+Hq6s6TJ8+pXr0iAGPHzuCffwpRp041rly5Se3azvKonRBCCCGE+JqWji5Fy9am84ilzNh6l9LVWtC//2iaNu3ExIlzWL16M8eOncHV1f2r/TQ0NGjRomHcpBN8nniqW7cVZ89eivdY9epVx8PDC4Bt21YwbdpogN+edAoLC+fOnfvkLlj6t+IIIYQQ4rPS1ZujZ2BEp079uXz5BgCnTp2nZcuucV1uX758g79/ICqVikyZbBMUVyaehBBCCCH+Yjp6Bjj3nkL7wfN57xnGhs0HGDp4Ai1bdqVQwQp06tSfJ09eAPF3mfvw4SMfn7zgXJtefJi+MG77l7ETbDJSq1aVb7b/bme88GJViI2NxcImyy+dt8PhTdIFTyRKYu4Zub+EEOlRSJA/ocGBjBzZn9KlSwDQrFl9nj37/6YdmzcvpXXrpnTvPoTu3QcnKK48aieEEEIIIb7Som0pQn3c2W5gzBR9A/y83ChbthS1HzyiUmAw5taWRJ3dh7a2FnPnLmfZgpUARAFr1synYcNaGBUozwxXd45ra7HX83Fc7IR2u/vZ2Duu7vwDDF9wiEw5HBN9ji7tnDD0dpMueCLBEnPPyP0lhEiPrp7cycZ5g3n+/AoWFuZfvRYcHMKwYROpXbsqtWpV4dKl64SEhNKyZVd51E4IIYQQQiTOg2Y9MbK0pVjbIYxfeZ42/WfhH6HNuLAIigPZPLzJk8eJrFmLsWDBShoVKsPFDJboamoxevR0wsLCCevTmcbWluQqWvCr2D/rVJfQrna+FhkA0DMw/qVzvNu0h3TBE4mSmHtG7i8hRHr08uF1VCoVjx49A2DFio3kzfv5kXY9PV28vHwwM/v872+ZMiVwcvonQXFlxZMQQgghhEiQmOgoXF8/JjwsmNjoaKKjI1EpleQsUJK5Q5ri+fEN8LkW1MmTOylUKH+y5fL06UucnGrRb+pWchd0SrbjCCGEEH+LAxtmcfHwOm7eOEbGjJbcv/+Ymzfv0amTS7zjg4KCyZy5yE9XPEnfWSGEEEIIkSAamlpkzVP4m+1vn92Nm3QyNzfD2bkhVlYWyZpLrlzZ0NXVxfX1Y5l4EkIIIZJA1tyFObptIVFRUQAULJiPggXz/XZcedROCCGEEEL8lqx5CtOi5yQUCgVly5ZkxIh+ZD56OsFFxL+3/UdjTQtXwkJHh5Ag/+Q7sb9EYgth/62Fs//W8xZC/D0y5/78ePytW/d/OO7163ccPHg8wXFl4kkIIYQQQvy28rVb02n4Eg4eOkmzZl2ImrMUNVd3dOYt/2qczrzlCd7+s7EmISFEhAUn30n9JQrvXIKhtxuFdy5JlvF/ir/1vIUQfw8jE3MsMtpz584DvLx8uHr1VtxrgwePj+tye/LkObp1S1hHO5CJJyGEEEIIkUSKlKlF70kbuXX7ISWiY7hvZZGgIuLf2/6jsW+tLfmkr0dURHjyndBfYmOZ2mRUUyN3RBhLxnXg0rGtPxz/txbO/lvPWwjxd8mUqxA3b95nwYKVdOrUH5VKhUql4sWL15w7dxmAjh1dePLkcoJjSnFxIYQQQgiRpDxdX7F6Wk983N8yY8YYWrduikKhSNJjlCvfEDcPPzqPXE6WXAV/voOI1+vHN1k0ti0FHPNQskQRHjx4wrlzl6nt0p86Lv1+uK8yNhY1dfWUSVQIIUSKOHdwPbtXTuDq1SOYmhrHdbGLT0KLi8uKJyGEEEIIkaQy2udg8Jz9/FOpMX37jmTKlPlJGj8wMIiHDx5Rp/UgmXT6Da8e32TRmDYUKZSPPbvXMH78EPbuXcfo0QM5vHku5w6ui3c/lUrFoU1zGdyyMN7u71I0ZyGEEMnLsXhllEolY8bMSLKYMvEkhBBCCCGSnJa2Di69p1Kn1QDmzFnK3bsPkyz2nTsPAOLtsCd+TqVScffyURaPaUPRIo7s2LESfX29uNfr1q2Guro6URER3+wbGxvDlkUjOLxlHiijObIlaScVhRBCpC4zKzs6DV/Cxcu3KFWqNs+evfztmDLxJIQQQgghkk2NZj2wy5qXnj2HExwcEtepTnPNFm6+UefsEw3uvFNHfc22BHe1e71hB+pA+bsJry8hPtPeMIvtDXKzYnI3KpQvxfbtKzDdvi/uOnt7+zJgwBhMLWzorqX9TRe3XSsmcPX4NlZnMGFS9QrcPLcPT9dXic4jvg5x3+sal5huctJ5Tgghfl/h0jUZteQEAYHBnDhx7rfjycSTEEIIIYRINuoamrTuP4t3792oVcsFv1lLUHN1R3fecvyCFXgFqvHCQ53TGgWICIlOUFe7opdvEAtobluQwmeTfkVGhLF71SQ6bVuIR3QkB8wzsGXLUtTV1bk4bX7cdW7atCOXLl2ntkt/Su5d+U0Xt5joKLKpKejwKYBuN++S0Tojh39h1VN8HeK+1zUuMd3kpPOcEEIkDeMMVthly8vatdvx9w/4rVgy8SSEEEIIIZKVXTYHBs7cjYd3ACVCw7n7v253Fkb/3+PGM2chdi06iuvwUXHbvtfVzrdONQAuOdVImRNI557eucjkntW5eHgD42pX4b6dNZWH90WhULBu3VZq+HziqoU52yuVJXNmewDss+ePt4tb/n8q8TImlucZLVH178aQwT24feEgrx7fJDjQj/DQIKIiI1DGxv4wp/hif69rXGK6yUnnOSGESDodhizEzz+I5i26snbtVi5fvv5Lk1DS1U4IIYQQQqSIAD8vlo3vgK/HWzZsWEixUmW5+lID/9D//y5UTaGiduFo9LXjj/H+vStlyzUga97idB29EjU1+R41OjoSDQ2tbzoHhgT5s3vVJK6d2kXp0iWYP38S2bNn+WrMnTsPaNq0M58+fQLAJIMl2fP9Q7tB89DQ1PrmWF4f3zCuS0WmTBlB9+7tiY6O5p/iNXn/7v03Y4uUqUWbAbPR1tH75jUhhBDpw8uH19m2ZCSeH9+gjI1FW1ubOXPG4+zcOMFd7TRSMF8hhBBCCPEXMzGzot/0HayZ3ovmzbuwZMl0ypQtxc3nEYRrZ0OlUqBUKXjqpk6xbPGvmLly5SbBQUG49Jkmk058Xs20YFQrdHT1MDW3xtjMCuMMGTEwzsCtc/tQxkaxYMEUWrVq8s3E1L17jzAxMSY8PJxseYvQecQyTMysvjmGn9dH7l4+yr0rR3n95DaampoYGBgAoKmpyamT27l79xHR0dFERUUTFRWFr+8nJk+ex9yhzeg+djXGGb6NK4QQIu3L6ViC0UtPERMdhY/He07tWUnPnsO4des+I0b0TVAMWfEkhBBCCCFSVGxMNJsWDOPaqV3Uq1eDkyfP8eDpXd76ahMSFoW6pjalckSze9c+8uTJSaFC+eP2vXnzLtWqNWPo3P1kyV0o9U4iFYQE+XP99G4iwkOJjookJiqCZ/cuo6cZTdu2zXB398Td3Qt3Dy/c3b0oVqwgU6eMIGNGy29ieXn5kDdvabZtW4Gnpzd9+46k84ilFClTCwBv93efJ5suH+HdiwdoaWtTuVJZ6tWrTs2alTA2/v432188fPiEps26EKNUp/vYtdhmzZPk10QIIUTKu3RsK9uXjsHBIRcP7j/66Yon+ZpICCGEEEKkKHUNTRyLV0KhUBCrVHLt2lFsdu+gaH0nWlVxxP3eTjQ1FFxft42FtVp+1dUuf/682JuasGtQI2x3r0jFs0hZH98+ZW6XihxcOZGb+1fy5NoBPjw+j6mhOuOdijF8+XpmZs/C2rXzOX5sG8/7dWb3rbtkOnLqqzgaqzZhVKA89odPsnTpTCpXLkvH6Gga6eqwfc4Abl88zJTeNRnbqTzHN82mqOsL1rVqwquX19iyZSktWjTAYvehBHUgdHR04GJnF+z9fZjbvx5Pbp9P0muSXJ3xfiYiPJTY2JgkjyuEEOlFmRotGThzF65uvgkaLyuehBBCCCFEioqMCKNfo7wA7Nq1hsqVy2JUoDzRru7syGBC8StHsLKyQM+xHIEfPTCzt2HPnIlER0dTs2ZlBtsVZE1oGL10Dci7+3Eqn03yu3PpMBvmDCRPbAz7oqPJZG9D0IP/n8QxKlAeNVd3lP/aHt+20NAw2mb/h9aRUbT+z9jnru44AJlzFsDf6y0LF06h4YjJGLp5fhUjMcf7sj3M1Z3mOtocj45l4tpLmJpbJ8l1cWnnhKG3G8GWtmxed+W72360PSECP3nz+NY53jy9zbtnd3B7/wINTS0KlqjC2Rf3fzmuEEKkd35eHxnVvrTUeBJCCCGEEGmLto4e3ceuZv+66TRp0oHbt0+Rp19XdOYtp3G/rkRZWQAQ078bZvOWE9anMwsWrCR37hzUrFmZ7j074LFgJWuVMYwPC/5jvxhVKpUc3DibY9sX0aBBLVYUL4zZ0rXfdPmL+N+1+/f2+LZpa2tRtGxJbO8//mascuYi8PTB0MSMYL+P1KtXA3XfTyj/EyMxx/uyXW/ecma2bsaRKfPw/PDqpxNPsbExBAf4EeTvTeAnb8JDgylQogo6egZfjbvbtAeFdy75pjNe4Z1LOFWrFddP7yEiPITI8DCuZsqJQXAA780y4jmtF1HhoURGhBIbE41SGYtSqUSljI3738rYGJRKJTZZ8hAa6MvLx7dxcMhDtUpFKVq0PYcOneT6zdvcbdHnmxyEEOJvoWdonKBxsuJJCCGEEEKkig1zB/HhyRXu3TuFhsaPvw9VqVRERkaho/O53Z2bmweFC1emdquBVG/aPSXSTXE3zx9gzfTejB49kP79u35THDwxAgODMTb+/u/xDx8+pVy5epSq2pQbZ/bg4/P0t473X1FRUWTMmB+bzLkxMbdCoVBHoaaGmkINhZoa0VHhBPv7EOjvQ5C/L//9E8U6Uw46j1iGdaacCTreloUjuHh0MxoaGujr62NgYIC+vh76BnoYGuhjYKCHvr4e2tpaqKurA3Djxl2ePn0RF8MmU07K123HjmVjGTSoO8OG9Yl7bfToaezef44xy88kwdURQoj0KTwsmAFN8suKJyGEEEIIkfZERoRx+8JBhg7p+dNJJwCFQhE36QRga2tNy5aN2L9vFWVrOqNnkLBvXdOTV4+ukyNndgYM6PZbcT58cKNs2brs27eewoUd4x3j6uoOgHEGS2JjYwkODsHIKOm+cNbS0mLo0N48ffoCpVJJbKzyf/8djVKpQsdUG6sChbCyMsfKyhJLS3MyZrTEysqCwMBg2rXvy4wB9WnVdyZFy9b+4bGUsbH4erlSrpwT+/ev/2lujx8/p2mzzni4e2BuZUeRcnX5p3w9bLPmRaFQcGzbgm8m4YKDQ75ZgSWEECJ+UlxcCCGE+MNJ8VuRFoWFBBIVGUGBAg5A/MWp49v27+3D7K1BFc2Sce3Jsnf1H3Off/mZ9bxxhn+KFYzb/rPr8b1rp6WlycCB3cmSxT7esQHzVzC4dQ8K2mQhu0Oxz9sCgn75eN8bO3Rob9atW8iGDYvZWbkshx8/Y1+NSuzatZpNm5awMF9uJm3aRefYWGrWrEzhwo7Y2GSk4NWb3AwJpnaurKya2oPdqybh7+tB3kMbv3nPQ5eOZUmDXDy9c4EqVcolKD+zJh345O2DY4kqTFhziZGWdgyd0Il8RzZz6dhWAj55Y2aW4asYQUEh6OjKxJMQQiSEPGonhBBC/OF+p6iuEMnFz8uVUe3LsG3bCqpXrxhXnDrINiP7poykVq0qZChS+bsFq79sP7t2AfUbtKNIZBTHo6OI+QPuc5d2Tqh7u2EEzJwzgfbtWwI/LuCdmGLf/94eGxtLc9sCPIyM4qJZRrZM3cL4LpUYOLA7M3bsT/Lj/U6MWDtrZvRoz+jR04mNjcVQoSCvSkUOHT3CWvbh5cOrPL51njLATEtz8jy/muA8FpkY0zsgkO5jVzN96RgMvd2YY2DMwJBAOnVqxcSJwwgoXIn3nt68MjVmrlkGDC1z0XXU39NZUQgh/iuhj9rJiichhBDiD3e3aQ+CLW2l+K1IU0zMMmJlm5UZM5fg5eXzucC1vQ3na1ejbdveVKveggfOjVHa28RbsPrL9qJFC7Jzx0puoaKOljZXGnRKpTNKOneb9uCiiTmxQLFiheK2//u8/y2+7f/edu7cZZ4+fRnv2Nmzl3AmMppVJmZ4tuhNRrvsNGw/nNmzl7K0ZNFfOt7Pxv5qjMj+3ejevT33759l69blDKlVhbx6ujy3yMDJnYsI9//AlrbNOWdnTYGhvROVR/tR/alRozKb5g1iUr7i7DY2Y52hCQAHDpzAxsaRvJ7e1AD6BQYTEqYkX7GKCCGE+DlZ8SSEEEIIIVLF6ye3mD/CmZjoKIoULcTECUPIkSMruXKVRE1NnYzWVjx6eC5BRa4vXrxGixZdyZg5D93HrsHAyDT5TyAZndi1jOPb5vP+/e0E1cD6kRIlqlOpUlmmTh311fZXr95SvHh1arXsS51W/eO2q1Qqti0ZzeVjW7hw4QAODrl+6/gp4cufNL9TEN3P7xP16rXlyZNn37xmZGJG+brtKVGpASbm1qirS6lcIYSQFU9CCCGEECJNy+5QjMnrr9K630z8gpS0dO7G4cMnUSgUFCxVDXc3d96+/ZCgWGXLluTQoU0EeL1j7pCmfPJxT/J8oyIjvum2llzc3j4jX748vz3pBHD+/AGG/mcFEIC+vh7qGhpoaut8tV2hUFC4dE1iY2OJior67eOnBIVC8dtd+MzMMnD58kG8vZ/w6NEFzpzZw9aty5k/fzLF/8nPwY2z2Ld2OqHBAUmTtBBC/CVk4kkIIYQQQqQaQ2MzSlVtSq+JG9E1MKN//9E4FC2Hc68paGhq0aRpJ+bMWYa7u+dPYxUu7MjMmWMID/Zh/aw+eH18kyQ5qlQqTuxcRv/GeenTIBdjOpRhRv/67Fg+PknixycyIgwTk99/0iAmJgYdHW1MTL7t+mdtbYVzy0ac3beKqMiIr167f+0E1jbWFCyY77dzSG80NTWxtbWmcGFHatSoRJs2zdixfSUrVszm9cNLTOxWmetn9qTYJKQQQqR3MvEkhBBCCCFSnb6hMd3GrKZC3bZ0HLoIA+MMzK/bjn/cvJg5dQEFC1Vi4MCxfPzo8cOuaq67DmJuboaxrpJ5w1tguHneb3W7i42N4fjQZuxdO5XuZYozedJQnJvX5O3ze5zdv4aJdbIxq3VxZg9uzOaFw2H1VJzblvql40VHR/Lk9nkujGyF27WT6Hv5fPV6YrvMqecvS9FcpTh48Ph3x/br15ngAD+iWxePy1mlUvHo+knqZrXHuGCFJOtql55jKBQKXIJDeKqrRa3s9qyb1Z8l49phv3vlH9NNUQghkovUeBJCCCGEEGnSl46MH82t6V2nDaf3riA8LIRRujqMCQpGFU9HtCg7a8IeXsDb25c6dVsT/OoN55RKbBLZ7c7jw0vuXDrCnQsH8frwkmVAh38dz9XVnRPl6hIUEIS/gT7etaty8eIN3N3dyQf0NDRBsf1+go8X5O/D4jFt+fD6MRnV1KisVNLT0py8iejM9t8OcSGu7swwMqDZxYNkymT33bE9bAtwOSycuxY27Fh/FdfXj5jSuzbHLcyo5uOXZrrapaUYO2aMpV27PozW1GZkSJB0DRVC/JWkxpMQQgghhEjXvnRkfNO8F9Wb9WDC6ktUadSVcUHBtNbTJbBXx7ixEf26UlRTk7lFCgBgaWnOoYMb0TQ2Yri2boK6OkZFRnBi5zIm9ajKhG5VOLtvBU4l8nK8V0c6/Kcjmr29Dd1HD2SsvQ3Txg9h2bKZPHhwhr2dW5FTV4cewQHsXj05QY9j+Xl9ZM6QpoQHe3PixA5ezRjDBnsbCiayM9t/O8QZ2NtgU70S69Zt/+HYfj3a8wHoZpOFQ5vmsm3JaAyNjCgxuGea6mqXlmLUqFGJggXzc8Y6i3QNFUKIn5AVT0IIIYQQIl25ef4AG+cMZMiQHgwa1DNue69ew5gwYSgZMvx/R7vq1Vvw6p0XhZyqo4yN4cG1k7QdNJdcjiXjxqhUKu5fPcHuVRMJ8POkQf0aNGxYi0qVyqKjox037saNu9y9+4DXr9/j5uZB7dpVaNGiIWpq336Xu2zZOoYPn0ypqk3j6lXFx9P1FQtHtcJAV4P9+9eRJUumpLhEcZYsWcvr1++YPXs8MTExxMbGoq2t/c24Nm16cfDgccwtLMiZIwtNm9alffuWSZrLn2bYsInsP3yRsSvOpXYqQgiRKhK64kkmnoQQQgghRLqzcFRrMmfUYsvmpXHbfHz82LnzAD16tI/btn79dvbuPcpHNw98ff0IDAhEQ1OLBu2HAeDt9gbX1495++wulSqXY/q0UeTIkfWb4506dYGmTTuiqaWNpU0WdPWNePX4JvnzOzB58jDKlSv1zT7bt++nV69h2GfPT/shC7Gw/npS6f3Lhywe0wZbG3P27F6DtbVVUl2eb4SFhZMvX1kmTRqGi0uTb16Pjo4mPDwCIyP5XT+htm7dQ48eQ5mz8yG6+t//g0sIIf5UCZ14+v3+rEIIIYQQQqSg4EA/Pr55TKE8Fb7afvToaaZOnU+LFg3iVj21bductm2bx42JioqiZ89h7FoxAR0dHbJmy0L+nJmZNHopNWtWRqFQfHO8qKgohg2fTO4CpegzeTNq6uoAvH5yiz2rJ1O/fhuaNWvAsmUzvtq/efP65MiRhQ4d+jO1T00q1uuApW1W9PSNiQgPYeuiETg45GTnjhWYmpok/YX6Fz09XcaNG0zx4kXifV1TUxNNTc1kzeFPU7BgfgBcXz8mV4FvJx6FEEJ8JjWehBBCCCFEuhK1YTZBAX7kDw6O26a1Zgs9Zi7Ca/yQrx61+2+HMi0tLVasmM2HCUMJNjflVseWbNiwiFq1qqC9dus33cxCQkIZWq81b1+9YWjeYnGTTgB13z7jrq8nA8rXY8eOfRw9euab4xUtWpC9e9eiERPFjW0LP3dDG9+BNTP6UPyfghxpVJPM5eunSGe2tm2bk+/iNbQcy6WbbnJpOUauXNnQ1dRk6whnxjcvyJCWhRjSsjDHti8m54F10u1OCCH+Rx61E0IIIYQQ6Ypz21IM93FnKdC6TXM6dXKmtEt3olzd0UqibmaB989x5MgpBg+ZSIC7J7NR0eo/ncu+dN0LsrChlH12wgNc2R4aQlEvX/hX3CdPXuBerxUl/fwxtbXm4+ndhISEkiWLPaaFK6VoZ7anuUvR2NuXw1YWZH12JdmP96fH2JmtGE/8A9EzMkC9b1fc3T1Zt24bWVGwJDaGktLtTgjxB5OudkIIIYQQ4o90r1lPpljY0KVUdQ4eOUe5cvUpoVDDXKGgQHQM1au3oFq15tSq5czsIgUIss2Y4G5mMXbWtDQ3J1PmorRq1QMz2zysbT2AVvF0LvvSde9es5407jwGH98Ainv5UlpL86u4Dg65qDWiHzb2NigGdMPKyoLs2bOgrq6e4p3ZsvXtwjATIzQ6tPzp2LTYTS6txXAZNYDZ9jaMHDuYAQO6MWvWOA4c2MBHBVQDqusa4PHhJUII8TeTFU9CCCGEECLdio2N4eH1U1w4vJGndy8BUMipOjp6hoSHBPHw5ml0tLXJnScnefNkp2zZUrRo0eC78Y4ePY2zczdqNO9J7oKlyV3QKd66T/G5eHQLWxYOZ9Cgnowc2e+r1x4+fMrKlRuZO3ci6v96XE/8eVQqFVOnzsfc3IwlS9bh+tGNMjVaUtulP0Ym5qmdnhBCJBkpLi6EEEIIIf546uoaFHKqQSGnGmxZOIKLRzfTbtA8tHX0APjk7catCwfx+PCSSzeesWXLHjJlssXJ6Z944924cRc1dXWKlq2DXTaHBOcREviJbUtG0bx5A0aM6PvN69HR0dy58xAPD2/s7Kx/7WSTyIcPbhw9eorOnVujpiYPQCSFkJBQevYcSpcurSldugQjRvQDoG3bZqxcuYkZM5dw69x+mnWfQIlKjVI3WSGESGHyL40QQgghhPgjtOw1mVnbH8RNOgFksLSlWpNutB0wm6HzDmKfLS/Tpi2MKxT9dup83r59D3wuHj1+534cM1qxZFw7Pvm4J/jY+kamWGS0R/HqDcYFK3xTmLrE3YfcDwwk24mzX21PjQLZZ8rXY/6U+XErudJbUe+0FOPLNuNte1GpVISGhn+13XDzbnr16sjdOyepU7sS62cNQKdFISk6LoT4q8ijdkIIIYQQ4q9x78oxlk/qSl8DfQqGhNIBMDEx5u3bW3HFo91trCihroFKXZ8BM3ahZ2CcoNgndi7jyNqpuAMm/ylMvTFrMVwCAr/ZnloFsoNtMxL76GKKHe9PjaHlWI7gjx5YJGCsUqmkr30htoWFs9k4A5+23kUIIdIzKS4uhBBCCCHEfxQoWY0yNVqyBXU6/G9bQEAgfn6f4opHmwzswa6dqwj65MnKKd1IwPe0AJSs0phYNTU2mBgR0a8rGzbsYOXKTahUKibFxrLV1DjNFMhWH9A9RY/3p8Y4WbMKGYEnrZr+dKyamhqLxw2mrq4OrUOCeHbvEkII8TeQFU9CCCGEEOKvFBLkT2R4KKPal2bFitk0bVoPAD+/T/TpM4ojR05iYZ2J0UtPoqmlk6CYq6f35tmds2zcsJDTpy8SFhbOrFnjePLkBQ4OuRJcqDy5REdHU65cPbp0aUP79i1/voP4oU+f/Llw4Rr169dI8HsbGRmJs0sPLl++Se9Jm8juUCyZsxRCiOSR0BVPMvEkhBBCCCH+alP71CZHJlOaNauPu7snO3cdxM3dl/rthvJPxQZoamonOFZ4WDCrp/bk+f3LzJ8/CWfnxsmY+a8ZOnQCvXt3TvUi538SLy8frKwsEjw+LCycRo078PK1G5PXX0vGzIQQIvnIo3ZCCCGEEEIkQIGS1Thz5iLdug1iztxVRMTq0GfyFpyqNU/UpBOArp4h3ceupkTlxqxat5cjR04lU9a/bvr0MdjZWXP37kPq1m1FUFDwN2OUSuVX2+/ff0x4eERKppluXL9+h0KFKnLzZsJrNunp6dKyRQM++XigVCqTMTshhEh9MvEkhBBCCCH+ajWa9WDC6gvM2/OUmdvvM2TuAWyz5vnleOoamrj0mY5K04Ru3Yfy7t2HNNmZLUMGE3R1dYhevZmPeZ2oUahSXIe/sWNnUKVY1bixHTr0ZcqUeQAELljJuZwl0n1HuqSIobVmCxU79WNqrSoULuyYqBiGhgYAZN2/Bpd2TtLpTgjxx5JH7YQQQgghhEgGYSGBTO9bB2tLI674+aH30SNNdmYzKlCej67ujNHTZcDVI2TKZMfDh0/wb9Seer6fUNrbcG3bSnR1tcmaNTPncpagme8nHmW0xPLp5VTJOa3EUOYvSzc3T8ZntMT6f9cioTF2z55As2adGK9vRM7QIHJnsOTGppsIIUR6IY/aCSGEEEIIkYr0DIzpNGIpT56+pH9m+zTbmS2iX1fs7G1YMnEYmTLZAeDo6ECV4X3jxjo45CJr1swAVBvel6fWltgN7plqOadmjPnFCjFixGQANPt15aOWJi/qVk/08XLlyoa1jTUTw0NwBpyCPnH/2kmEEOJPIyuehBBCCCGESEbHdyzhwIaZfPx4H13dhHXHSw+USiULF66iUaM62NvbpHY6KWb16s28ffuBSZOGJ0k8lUpFUFAIvXoN48jR07j0noZTtWZJElsIIZKTrHgSQgghhBAiDchdqDRKpZKnT1+kdipJKjg4hLVrt3Lu3OWfD/6DdOzokmSTTgAKhQJjY0PWrVtAm9ZN2ThvMMd3LCEB6wOEECJdkIknIYQQQgghkpFN5tyoqanx8OHT1E4lSRkbG3H58mFat2761XaVSkVERGS8+6hUKl69eouHh1dKpJjkPnxwY+DAsbi5eSR5bHV1debMmcDgwb3Yt246O1dMQBkbm+THEUKIlCYTT0IIIYQQQiQjLW0dMpmY82LUlDTbme1Xj6evrwfAju5DWJ21KFprtnDp0nWsrfPz4MFjtNZsYXPWYnSp1Chu/6pVm7J1wGiMCpTnzuhpzJq1hPDwiHTR1c60RnMuHjxOZGRUshxPoVAwYkRfZs0ax/kDaznRxIHs+9cihBDpmdR4EkIIIYQQIpmdbpgHj8hwLqTBzmxJcbwFmYvwMiiY9fY2eN84wd69h6lVqyr2Zeuw09WdO4YGDP9wF4B79x7h2Ko7Zm6eLDY15kbd6jRqVJu6vYen6a52uo7l0ProQahtRmIeXUz2453LWQJn308U1NSi6KgV2GTOhamFDQqFgv8K8PXkzbPbBPn7EhzgS1CAL8EBfoSHBmKTOTc5HUuS07EEhsZm3+wrhBC/Smo8CSGEEEIIkUaYFSnHfYWCsD6dv9qeFrq7JcXxBo0dxDJbayL6dUVHR5uWLRthbGxIRL+uNLW3Yey4wXFjCxXKj+6A7ijtbWg/agDz5k2ifHmnNN3VLioqilp6egw00EdtQPdkPx587h641zwDd5SxLB7bjpHtnBjQNB8zBtRnw9xBnNqzgse3zuHx4QVT+9Zm5ZQe7Fk1kTvndhDo9gAL/QgcsmXg7cNzrJzSnSEtizC5ZzW2Lx3DnUtHCA70QwghUoKseBJCCCGEECIZxURHsWCEM4G+73ny+ALq6uqpnVKasW/fUQoUcCBbtsypncpP7dlzmOjoGJo3r59ix/z40YNRo6bQsaMLYWHhPHv2kmfPXvH02StePH9FeHg4AHp6ely8eICsWTPFuyLq40cPLl++waVL17l46Qbv370HwC5rHgqVrkXh0jWxzpQz3n2FEOJ7ErriSSaehBBCCCGESEa7Vk7k/KH1HDq4iRIliqR2OmlGTEwM+fKVpXv3dvT7z2qftO7163dkz54lVXNQKpW4urrx9OlLLCzMKFq0YIL3ffv2PZUqNcbS0hw3dy9CQ0Kwts9OgVI1KFy6Jply5JdJKCHET8mjdkIIIYQQItU4HN6ESzsnHA5vSu1UUp37u2dUzJaZqp37p4kC2al9vC/bMxSpzNMB3ejY0SVV80hsjCvDJ1G8eHXu3HmQ7McLdiiDasWGeGPorNtG5sz21KhRiVL3Hycqj9xnL/NET4dzbZrx6uU1tm5dTpWMRtzctYRpfeswukNpdq6YgJ/XR/lZFkL8NlnxJIQQQgghkpxLOycMvd0ItrRl87orqZ1Oqjq0eR5XtszDV6WCP7S4eGJjuOd1IqOnDyapnMevxIixs2bjhGE0aFATowLlCfnogb6dNSEPLyT58Zxc3cmlp8sCtwdJdt6vXr0lb4O26Lt5fBND6erOWQsztterwb59x4iKUbJJoUa9AD/5WRZCfENWPAkhhBBCiFRzt2kPgi1tudu0R2qnkupyOZbAX6XivpVFqhbITivHA+hpaEhLHe1Uz+NXYkT170bDhrVQKBT0zZoZE+B9B2dUKhXTpy/k4cMnSXa8eZbm9OjeLsnOW6VS0bZtbzpaWcQbQ83ehtLD+jBr1jhu3DhK0cIONAz8xBQDI+406Y4QQvwKWfEkhBBCCCFEMoqOimBgswJMnDCYrl3bpnY6acK7dx9QKBRkzmyf2qn8spCQUHLnLkXz5g2YMGEoampq1K3bCheXxnTo4Pxbsa9evYW3tw/169dMomz/36tXb1EoFAmqURUbG8vEiXOYP38FxcrXo1Xf6Wjr6CV5TkKI9EmKiwshhBBCCJFGzB3ajJyZjdi0cUlqpyKSkLu7JzY2GeP+f1RUFFpaWr8UKzo6GgBNTU0GDBjD69fv2L9/w0/2Shl79x6hZ89hmFtnofPIFVhYZ0rtlIQQaYA8aieEEEIIIUQakSN/Ca5cvoVSqUztVFLdp0/+jBo1lffvXVM7ld+yY8f+uMmiL27evMfduw9/Kd6ePUeYPXspUVFRTJw4jH371idFmnG8vX0pVqwqFy5cTfS+DRvW4uTJnagrw5jery5P7lz4+U5CCPE/MvEkhBBCCCFEMivm54W/vz8BC1Z+tT0tdJlL6eP5+n7i+Pb9UL15muiu9ysxIiIimTlzMTuGTPhq7Ny5y5k9e+kvHS/fsxecOXMRHx8/9PX10F67NUlzNjExokaNSlhYmP9SjMLXb3P27G5KlijI4jFteTS5u3S7E0IkiDxqJ4QQQgghRDK71igvlyPCeGZnTfBPup/9DV3t0mMMjfxlGeHmSTNLc/I/v4q/fwD25eqh8fH/u8PFxMQQEBCIaYUGnHbzpMkfcN7/3R4bG8uIEVNYtWID7wAT6XYnxF9LHrUTQgghhBAiDYiNjWEf0MjQgMj+3b56LS10mUutbnKhttZpIo8fxXj06Blr/rcCSNG/G3e0tHhXoxIApqYmRPXv9tX+GhoamJubsbNMSTooFHh2bZPg4z1u1eSrRzGT47xdXd15/vzVb8VQV1dn1Kj+6GppsVjPUDpXCiF+SlY8CSGEEEIIkYye3bvM/BHOnD69myJFCqR2OmlCmzY90dLSYtWquUkWMzw8gh079tOgQS2MjQ0JCwtHV1cHhUKR4BhRUVHs2XOEYsUKkiNHVlas2MiiRau5detEooqGh4WF4+8fgK2tdYLGR0dHkydPabp0ac3Qob0TfJzE6tChL35+/klStLxHj6EcPnqeivXaYWmVkZxFKmNobJYEWQoh0gtZ8SSEEEIIIUQa8PLR9c///fItCfjO96/QokUjnJ0bJWnMU6fOM2TIePT0dIDPkyzt2/cBQKVScePGXWJjY7/Zb/XqzUyfvhD4vJpn8OBxXLx4DYC2bZtx796ZRHeq09PTxdbWmpiYGIKDQ346XkNDgy1bltGyZcNEHSexBgzozpo185Iklre3DyijuHJ0HStnDmblpM5yfwsh4iUTT0IIIYQQQiSjinXbUaxcXbp1G0SzZl3w9w9I7ZRSXa1alalUqWySxqxduyrXrx9jz54jHD16mm7d2tK+fUsAnj59SfXqzTh79jLwucNbREQk8HnS582b98Dniadnz67E7aetrY2a2q/9yeTh4UX27MXZsmX3T8cqFApKlCiCjU3GXzpWQuXPnwczswwEB4fg4eH1W7HGjBnIunULePHiGtu3r+Tl49s8v385iTIVQvxJZOJJpCiHw5uk+4UQQggh/ioGxhmY7ViSvnoGnDp1jhs37sa9lha6zKVWNzkfh9K0dKqNn9+nJMlDTU2NXGcucab/KE4vXEWFCqUpX94JgAJXbnDJ0pzKb94BMHbsDGrXdkZrzRZ6z17C2hJF4uKabt+XJOedq1pTplavSIsWjRIUw33mYooVq8rNm3eT/fq3qtiQwUUq/1KM8PAIVCoVxW7dp37fkWit2ULVquUpWDA/5xePkt/1hRDfkBpPIkW5tHPC0NuNYOl+IYQQQoi/SPnWxSnt50V5XR3WuD2IqzuU2h3KUuN4X7a/cHWns5YWy+6cwtbWOsnyULi6E2lnTcQPugc+f/4KX18/anYf8n/t3XdgU3X3x/F3kqa7tLSlQMvee+8le8lGVECQobIUAVFUHIgLwa2IC0RkyFDZMlU2CAIyZM9CKQUKpXsk+f3BY38PjwItJE3Sfl7/KLc353vuLSM5/d5zHHLvvKs2w/u/pt1lJUZ6kcI83bkdTzzRjxIlijn0/h8u35CCMZcpfhcxhg9/joSERBbvPXDT8ZUr19G37zC2A5X0Xl8kT1CPJ3FJe3oNJz4sQtMvREREJM+wWDLo7eWDv8nEJy8+fVOza1eYMuesaXLlioaz6q0XMxtw2yuP5CKFWdOx9U2PNP7vueXLl6Fx4/oOuXdWq5XCV64yLX9gtmKkjx7KW2+Np0SJYnbJ43bHqz73JMXvMkavXl3o0aPTP463a9eCMH9/5vj4672+iNxEO55ERERERBxoxdyPWDn3Q5Ytm02jRnWdnY7L+eKLbzGbzQwa1Mcu8U6dOkOtWq1ZsmQWzZo1tEvM7EhLS2P+/CXUrVuDChXKZvv1x4+fYsSIcYSGhjBnzjQHZAjPP/86SUnJfPzxW1l+jcViwWQy3fac0aNfZsXqrbz29cZsTRMUEfekHU8iIiIiIk529vh+fp73Mc88M0xFp3/x97S5vxt920PRohHs27eBunVr2i1mdnh6etKvX6+7KjoBFCxYgCFDHqVixbt7/Z2kpaVRsmRxatasmq3XvffeZ4wYMe6253Tu3JZLF85y7uRf95KiiOQyKjyJiIiIiDhARnoa330wlgoVyvJiaLDLNvt2VnPxlMpN8PpmHl9++R7Dhg2wWx7BtVpReu1v+Ph4O+XebdnyO9tffPOuYwQE+NOjx/1MDC/EstJ1eax5N7vmvHfvQZ5//nXue+eTbMUoe/Y8ZcuWuu35rU6cJshg4Ny3UxAR+ZsetRMRERERcYCls95l7aJp/PLLjzTuO9Rlm307o7n4/FJ1GH81jgPhBfE+uNmueRgioxjt70ftz96hc+d2OX7vHn30SVLX/MaqlNR7Xm9pZBQr/Hx55+wejEajXXKOi7vOrtqt6XTlKmYH/D4YGBnFTpMHI5edQERyNz1qJyIiIiKSw2w2G3GxMezduprVCz/juedGULVqRZdu9u2M5uL3jxnK2/kD8X76CbvnYSsazrnSJYiNvebwa/m3Y9988zEzXhptl/W6FA3no4njMotO9sg5MDAfHV4chTkbMabmD+TYow9l6Vq6hebnkCWD6HMqPInIDdrxJCIiIiJyj65ducjXbw/j3Mm/SE1JBqBW7Rqs+nkuZrPZydm5pujoGFq16sFbb42na9cOzk7HrlJSUvHy8rRLg22LxcLXX8/m4Yd7EBiY9c9iFosFq9V60++/qKhoXnnlHd5880UKFiyQpTiXL1+hTp22vP/+RHr0uP+O5ycnp1C6dD3aPTSSdg9qup1IbqYdTyIiIiIiOcBms/H9Zy9x/dJZXn5pFLNnf8bmzcv5eeUcFZ1uw8fHm8GDH6Fp0wYOib98+Rpat+5Jeno6AMuWrWb9+k0OWeu/nT9/gZo1W/LLL5vtEi86Ooa33/6YX3/993ipqTcas1+7Fscnn3xNWloaAEOHPkubNr0yz7PZbJw9e57jx0/h7e2V5fVDQ0M4eHATnTu3zdL5Pj7etGlzH39uW5XlNUQkd/NwdgIiIiIiIu5s9+aV/LltDTNnfpzrdu44UmBgPsaMGQrcKJpYLBZCQoLtFj84OD81alTNLP59991CQkODadWqqd3W+Dfh4YUYNKg3ZcqUsEu8iIjC7Nmznvz5g/7xtdjYq9So0ZLp0z8kX74A3nrrQ5o2bUCNGlUYMqR/5rTAixcv0aHDwwwdOoBFi6YTGHjzzoQJE6ZQtGg4gwf3zTyWnp7Oe+9NY/jwgeTLl72nXjp3bsvSpWOIjTlPcFhE9i9aRHIV7XgSl1ZpxWz6DmhEpRWznZ2KiIiIyL/auPxbmjZtSJcu7Z02Ic4dp9r9fdxms9Gz5yAm9Rth1zwaNarLu+9OyDy+6vAxHvDzZfPmHURHxzjs3hkMBsaHBFO18yN2u3f58wfd2Fn3/U/EvDct87jJZGLs2OHU+esIbR4fzaXXn6d69coA1KlTg5ZHT5Cv2n0weyFNmtTn3XensnHjdkxfz+bVojVYNfplAFJSUjBs+f1Gw/CvvgPg9OlIpk+fw4G3P8r2/egUcwmzpyd7t60B9J5eJK9TjydxaX0HNCIg5jzxYRHMmbnV2emIiIiI/MPUVwdQNNTI3LmfO2VCnDtOtfv7eGJEYeJ+X83OnXsoO3QslaIv2T2P48dPUaJrf0Kjonk7MIAVVSry7rsTqFChrEPv3WeRUVQPC6Hqke12uXfx8Qk0aNCBMUlJPHPteuZxm81GYPXmWYpx5UosQUGBBNZoQb9zF2ieP5CHTu7KPHd1ZBRdgCMnfic4OD8JCYmEN+p4V/ejXYWynL2YyuhJ8/WeXiSXUo8nyRX29BpOfFgEe3qpMaGIiIi4poCgUGIuxQLOmRDnjlPtUkYNwVKkMF39fBk58kXuu68RJZ590u55xMcn0KxZF76qXQ1r0XCeemkMy5fPoUKFsg6/d1+YPdhUr/Y9xUguUphKqWmsW7eRgAB/pkyZwOlqlZmWP5C5LZoA8MEHX9A9KBBLkcJ3zDkkJBiTyUTa6KHMLlKYfi+NuencyoULMqXH/ZhMNzqy+Pv73fX96NK5HccP/M5vy75ldYe+ek8vkodpx5OIiIiIyF24cPYox/b/zubV8yAtjn1//uLslHJUQkIix46dpGbNqiQlJbN69a80alSXggULcPbsOY4dO5XZT2n//r/w8vKiXLnSXL58hbFjJ/DBB6+za9efBAXlo27dmsyevRCDwUDfvg/YNc8dO3ZTvXrlbDXUtgebzXZXU+3i4uKZPPkTXnxxFBkZFiZP/oTevXtQpUoFfvppJZ9+Op1ixSIIDy/Em2++yPLlazh27BSjRw+5c/AcdP16PI899gy//rqJjIwMipetSoPWvWje+VFnpyYidpLVHU8qPImIiIiIZFNaagqjelbEaDBQvkI5evbomNkoO6+YO/cHPv74K7Zt+5nz56OpWrUZixbNoFWrpnz++Uxef/19zp/fB8D99/ehSJFwvvjiXWJjr9K8eXdWrpxHkSKFM+ONHPki3t7eTJ78il3yO3DgMF5enpQtW8ou8e6GxWLhqadeYPDgvtSuXf2W59lsNmJjrxISEkx0dAyNG3di0aLp1KxZNQezdYy4uOusWfMb33wzjx07dvPpspN3VZATEdejR+1ERERE8iA18c0Znl7e1AwvQR2TkZ2DHs4sOjm7UXdOrlf/dCSDBt2YglZi1XpiIwrR+uRpAPr1e5Bdu9Zmnvtt62ZMnDgOgHz5Atg17FEqdXw4s7l427YPUvbKVT5ftd5u1/3jjysYNeolp967pM++4eTJsyQlJd82xsclatOhYUdsNhuFCoXxxx9rqb9nv8v+nslOjMDAfPSNT2DIkeNYrVYyMtIQkbxFO55EREREchE18c0ZKUkJbOpbhx9TkzlSKIwCf23GYDCoufhdxvj885nUe/9zWly6wuXwQpgPbrqrPKaVqEVYXDwDi4ZzdM1CTp06S8OGdZx67+L+/A2DwYDNZuPzkrVpExdPraLhTBv3FKdPRzLp+5/4/dwFYkODaXhkG0aj0S2/h3c696fIKB4A3p2/D7+AQETE/WnHk4iIiEgepMEcjmW1Wtm+/gdeG9KSlZZ0XsnnT8jTT9CqVU9+/nl9nmoufnpQH37+eT3p6en3nPPQoQPw6deLYkYj7YwGoqNjshTjSKEwRpUqTkZGBgCnKlfgXL4AUkYNoVChMBo2rOP0e/f3Y2VnzkQy28eHsyH5M49HRkaROnoo9YuG0+KFpzOLTo7M2VkxvEODAUhPTUZE8hbteBIRERERyYKTh/7gh69e5+ThPXTr1pHXXnuOYsUiiIuL59VX32H48IGUK1eauLh4AgNz/3vmlSvX8+STz/Pnn78SEODP7NkLadKkPiVKFLureBcvXmLo0LEEBQUybdqULDUD37v3AP36jWDJklmUKlX8rtZ1lmvX4vD19cHT09PZqeSIX3/dTI8eA3nt6w2EhZdwdjoiYgdqLi4iIiIico+Sk+LZ9dtStq75ntNH91GlSiUmTRpP48b1/vV8q9VKmza9aNiwDm+88QJJScl4eXliMplyOHPHS0xMYseOP2jZsinx8QmUKVOPqVPf4YEHOtsl/qlTZ8jIsPxrc/AfflhO8+aNCA7OD6Bm1S7u6tVrdOjYl8uxCbz8+Xq8vH2dnZKI2EFWC08eOZiTiIiIiIjbWD77A9b9+AXpaam0aducN1+dRrt2LW5bRDIYDIwZM5SwsFAA5sz5gV279vLFF+/mVNo5xs/Pl5YtmwIQEODPuXN/YrVa7RZ/3LjXSUxMYvnyOezevY/vvlvI++9PxGq18sUX33Lx4iWGDx9ot/XEMZKSknnooSFEXbjEmMmLVHQSyYPU40lEREQkD9C0u+w7uGs91apW4MhLo1l58DDdomNuKjr92wQvr2/m0fuFN2i8/xAAfn4+lCpVHPP0OU6fLmbv9fhyFmPGvMKvv27Gc8Zc5pVrwMs9BvLfD1TcSx7Tpk3mq6/ex+ubeaQ9/AT7f9lEYmISHh4evPDC04wwe7jtvcsrMdLT0xkwcCQH9h5gidGDlvu2IyJ5jx61ExEREckDNO0u+2a+N4b0ayfYGRNzz1O9/Ks2w3TuArZbxLgQXhCv/RsxGo1uNdWubbky9O7dnYGvTeHTyCg2+njzddR+h+fsKjHcMeecinFt768MH/E8PyxazkK/fHSLu6K/f0RyGU21ExEREZFMmnaXfWHhJTh69MQ9T/Wy2WxMqVmVsh6mzOM//bSS/fv/ImXUEN4NzEf95BQSE5NuGSO7xx09zWxFaDBbe3Zi0aLp9OzZiZRRQ3iyaDiz3nghR3J2lRjumHNOxXj11cksmL+Y/mPeI/iRMfr7RyQP044nEREREZH/kZGexltPdaB0sVCWLfvunuNt2bKDM2fO0adPTwCqV29B797def75kZw5E8nu3fvp3r0jsbFXWb58Lf369XLphtlNm3amQYM6TJnyqrNTERe0aNEyHn98DN0HvUDbB4Y6Ox0RcRA1FxcRERERuUu/LfuWi+dOsmDOB3aJ17hxfRo3rp/5692715GWlg5A8eJFKV68KAArV65jwoQpdOzYitDQELus7Qhr1izEaHTdwpg4V/nypSldsQb7tq+lSfve+PoHOjslEXEiFZ5ERERERP5LXGwMK+d+yKBBfahSpYJD1jCZTPj4/HM63iOP9KJ9+5aEhoaQmJjEhAmTGT58ECVLFuPs2fPky+dPUJDzP8T7+Hg7OwVxYcVKV+a5935kxbxPmPJMd0qWr0VA/lDyBYUSEBRCQFCBG/+fPxT/gPwYbzMpUkTcn3o8icNoeo6IiEjOu9W/v/p3+c7+vke/vTEEby8zL774NJDzk8HCl64mX7X7OP3uZyxatJx33/0MgFEPDOKxCo1cYjLbG8Vq8EyHh7FarXa7bneM4Y45OzqGZ8PObNqZTICvgdGPtaJujTJYjm3n+I9fsvLbd/hmyig+Ht+XN0a0Y1yf2jzVpTTP963NW0+24+PxfflxVBeq9K2jv6tEchH1eBKH0fQcERGRnHerf3/17/Kd9R3QiLiY8xQFJk9+lccffwRw7mSwSUMHMGfOD2zevIy4yk2IvxBD5aLhnN24FD8/X8xms1Mmsy2NjGJfvgBGntntkOt2lxjumLMjY/jXaMnKoVOILVWB1s388Pf+57kXtv3M5ctXSGz7IJdiLnMhfyDnhg8kJuYKMTGXWbt0FSNsNl7W31UiLk9T7cTpND1HREQk593q31/9u3xne3oN54eAIExGI716dc487szJYMOHD2TLluUYDAbCxo6g8n+ODx36LP37P2mXPO4m5y5Fwxn76lgAli1bzbYHOrvcVLWciOGOOTsqRoYF1k36jujKdbjvyvbMotP/nuvn50vx4kWpMe4pOhcNp/9LYxg7dgSTJ7/CzJkfU6JgGHE+fjf9XWWz2YiPu0IW9kyIiAvSjicRERERkf/4bMIg/E3XWbly7p1PzkE2m+2mKXe7d+8jMTGJpk0bODGrG3m1bv0AlSqV45NP3nZqLuI815NhyxEPElINNCiTQdGQuy8QtWrdC++Q8vQbNRkAiyWDBZ9PYOOK7wguUIgKNe+jcp3mVKzZBB+/W++wEBHH01Q7EREREZFsSEtN4cifWxj/4khnp3KTHj0GUK1aZSZMeDbzWK1a1QCwWCwcPHiYatUqOyU3g8HA6tXz8fDQx4q86sxlIztPmPD1grZV0wn0vbd4Pt5epKYmA5CSnMj0SSM4tHsj48eP5tq1ONas3chXa+ZjMnlQulJtKtVuTuU6zYkoWfGm4qyIuA49aiciIiKSB2SnuXhebEQefe4EP7/wMGmpKdyfkHjT15zd5LlLl/Y0aVL/X8/99NPpdGr7ENYqTZ3WINvDwwPPGXPxq9rMJZpbq7l4zsQwffM9+99awrZjHkQEW2lTNZ0C39/7en5XYim0bQ0F5k/lg+d6cerQTubP/4oXg4P4eOkq9g7px59//srkyS9TxnqNtd9O5s0nOzD+0frM+fh5ju7fToXls/Lc32EirkyP2omIiIjkAdlpLp7XGpEv/HIivyyeTgGjkbFWK88UKUz8/o2ZX3flJs8JCYmcqd2axjGXiY8oRMqeX27ZcNyROT8aXpWiySl8nAsaZLvyeq4SIzbBwJ6lx7hSpDSNFnxExCejMBjss97g8Kr8lZxCvNGEtVAYC+Z/SZUqFW4ZIz0yig0FQlj6YFeWLVvL2bORFDea6G+10D24IDtm/46IOIaai4uIiIhIpuw0F89rjcijI49Tu3Z1jrw9nrFFw0kdPfSmrzuzyfP8+UtYvfrXW57r7+9HzXFPYS0azvgyJWnb9kGsVmuO5/xon57UCQ5y+wbZrr6es2PEJ8PWoybW7DeTFh5O1ylDKVUrjL+fcLPHep6VynEYCCkcxvp1C6lSpcJtY5iLhtPk+ZG88cYL7N27npUr59GiXg0+MhioFXuRd8f2YOOK2STGX0NEnEM7nkREREQkT/tpxtsc3LaMAwd+c3Yq/9C//wgKFAjlvfdeu+O5+/cf4tixk/TocX8OZCZ5SXIaHDxn4kSMEW8zVClioWSYFaMDWirNnr2QjZt28P57r+Hv73fXcZKTU1i16hfmzvuRX3/ZjMFoomq9VtRv1ZMqdZpj8jDbMWuRvCmrO55UeBIRERGRPG3nb0uYMXkkp07tIigo0Nnp/ENaWhqenp5ZPj8jI4PNm3fQvHljB2Z1sz179uPn50u5cqVzbE1xLIsVoq4aOHXJxIWrBswmqFTEQpmCVjxMzs4uey5evMQPPyxn3rzFHDjwFwGBwdS+rwvNOz1KwSKlnJ2eiNvSo3YiIiIiIllQpFRFAA4cOOzkTP7f1q07+fXXzQDZKjoBLF26mh49BnLq1BlHpPavRo9+malTZ+TYeuIYNtuN/k1/nDKx5A8zW46aSUmHWiUtdKqVToVw9ys6ARQsWIDhwweyadMSNm1axqP9unNw+wree7Ynl6PPOjs9kVxPhScRERERydPCIkrh6eXNX1/PdpnpYt88MIivXnqb/344IasxunZtz9YxQ6netX+O5bysZyfeWLvBJe6dptplP0ZaBhxb/CdrfohkzX4zkVeMlAqz0qF6Gp12zqJ226b4z8od965RnyG8U7IY27etICR/ADOe7Unn/g00AU/EgfSonYiIiIjkeZNHd6FZ5FFmJiU7dbpYamoqBeq2JS0yCktEYdIP3P10PUNkFBfCC+J7cLNDc87LMVwlZ//qLYgz+nGxQXOSJjxHidAbO5PuFCOtVEl2LlnH4SgTlpR0Sm5bTdm9v5Bv7juZ/Zty8707cuQ4bRt2pInNxpwC4Xz/7TZEJOv0qJ2IiIiISBYkxsdx7cpFksuXcep0sTVrfqN+/facHNgbz6LhGMbc23S9V/P50yglldTUVIflDLBz5x4GhxciPqKQW0xms2cMZ+eclAr7z5qY88kaFn62hk39nuePkyaW7zFzLNrI5bFjyChe9F9jJFSuwtIpCzl4zkSJAlZ6nP6JVnPeIqxN9ZuahufWewdQvnwZvn2sL6uAoRHq9STiKNrxJCIiIiJ52tdvD+fYvk1s3rSMokXDM48nJCTy5ZffMXhwHwIDb/2TXHuJjo7hs8++4eWXx2A23/vErePHT3HixGnatm2OwWD413OuXYtj0qSPGT58IMWKFcFms2Wem5KSyq5dewkKCswcaf9v1qz5jffem8bPP8/DaNTPtXOCxQqHoowcOmfCYIQSoVaKhlgJ9reRkg4HI02cvmwEDBiwEexvo0n5DHz+0y7sWqKBjYc9sNqgWYUMgv3v+JEwV3vnnU+YNOljJs/bTUBgiLPTEXEb2vEkIiIiInIHVquV4wd34u3tzblzUTcdHzr0WV5//T0++OALh+awdOkqrl+Pp1ChMCZOHGeXohNAmTIladeuBVarlbZte7Fu3Y3H9q5evcbp0zcaKpvNZn75ZTNHjpwA4JlnXmXy5E8yz+vc+RHS0tIAuNXPq9u2bc7q1fNVdMoBNhucjzWwcq+Zv86ZKFfYStfa6dQpZaFgoA2zCQK8oUFZC51rpdOsQjq1S1lISjWw/oCZ87EGfj9hYu0BD7zMNtpWTc/zRSe4UWQOCg7DLyD/TcctlgxOHd7DhhXfcfLwbiyWDCdlKOLePJydgIiIiIiIsxiNRp77YAkzpzxNp059ef75pxgzZhiTJn3CypXrKF+9EV99NZunnhpMSEiw3dePjb3KyJHjefHFp3niif52jw+QlJRMhQplCQq68dPon35ayeuvv8++fb8REODP9u0/ZxaNypUrhcl04yNCoUJh7NixipIli2Gz2Xjoocdp374lgwb1uSl+Skoq3t5edsvXZoNzsQZOxtwYn2YwgNEAPp42yhS0EuibuwslNhtcuGbg1CUjFqsBm+3GDiebDdIsEJdkpFCglfsqZpDP59Zx/LzAz8sG2CgUaOXXv8xsOmLGz8tGxXAL5cOtmN1wQp0jrFr9G5XqtMBgMBB97gSH92zm8N4tHNu/jaSE6xgMBmw2G77++ShfvREVajSlYq1mFChczNmpi7gF/VjiPyqtmE3fAY00zUBEREQkjwkuEM7Tb8+jX637mPTWRzSveh/vvjuVLv2f5bHnp2JLz2B6zVZ2m7KVmprKwoVLOXv2HIUW/8xuX29GmEzZipGdPAIC/Pn447eoU6cGnjPm0ve9z5jfpweenjd2VnnP/D7z3KFDB/D4448A4PXNPOo8MAi/7xaSkZFBlSoVKV68KJ4z5uJTtRmeM+Zis9koX74hMwY9fdc5X0+G6GsGzi3azukxn/PrL7FsOWomwwImIxjPnsOwcQfnIlP4+U8zS/4ws/mIB9fmrXX6pDR7r5eYCr8d8mDjYTOJ567isWEr5rOReJtt+HrZCPaz0TzyFzo/3JjQeVnPI3juXNpVS6dN1XQ61Uyn1trZhNTMXffubmNETv6E48dOELN7Iy8NaMhrT7Tkx69fx//iYcYZbfzy1GNERe1nzZoFjBo5EO+ov1gwdTyvDG7Kq481Y+6n47n88Qvcr8l4IrekHk//0XdAIwJizhMfFsGcmVudnY6IiIiI5LC+AxqxO+Y8jxhNFGnRjf5j3uP61Rgm92vAAzYr0+5hypa1SlMOn4+mQdFwLu5YTfnyDXjjjRd58t2pTp/2ld314io1oe+Fi7wZFkLlg5tZtGgZjV+bQtXoS9nK+ZrBj21Pvk5klYaZx81JCQRdPEOljuUoHGS7KUZ6iWL8tfZX4pIMnIs1cD0RGsx4m6o7lxPvJvfudjHiqtdiyfs/AlC7RAYVmjfD5EYT4lx9vVsd312uAa0vXaGK2YNmT/Tnvvsa0bBhHcIbdbxljITIKH4JDWZFt4788usWTp44hRGo7WGmwIPDqVSzKSXK18DkkbXHZv+7t5qIO1GPp2za02s48WER7Ok13NmpiIiIiIgT7Ok1nFphEcwaMoH+Y97DZrMx6/2xePj58lp4wWxP2bp69RoJCYkAvF2hLF2NRhJHPo6Pjzf79m2gf/8HXWLaV3bXix/wMAHeXpQb+QQeHh48/HB3Sj/7ZLZi7H/1XRZOXcW1cpVpVDaDTjXT6HP4OwaObkOHlJ2ZRaf/jpH+1GCKh1qpVsxC++oZVIk9wPbHxvPLO99hsbrHvbtVjOvVarLstVkYgFaV04kItpHqZhPiXH29Wx1v8PxIEosUZvukl3njjRdo0+Y+/P39bhvDv2g4bV94milTXuWPXWv4a/woPssfSJHK5diycibvPvsAzz5cgw/GPch7z/Zk8uguvPVkeyYOacmrg5vyYv/6PNe7BqMfqMRTXcsyolNJpr46gAtnjyKSG2nHk4iIiIjIv/hl8QwWfvkaCxdOp3XrZtl6bWzsVerUacuECc/Sv/+DREfHYLVaCQ8v5KBsnWP37n1cvhxL27bNs/yaA5FGDpzzoExBCzVLWDDdw4/CT18y8vsJE/n9bp7a5mzpGRCfYsDsYcPf60afqltJTIVfDt7YGdOycjp+9muXJU5gsVj488+D/PLLZg4fPobZbMbLyxNPT088Pc14enri5eV50/GMjHS+/HIOZyPP0bhdbzo9Mpp8QaHOvhSRO8rqjicVnkRERERE/se5U4d4Z1QXBg/qzaRJL91VjBUr1lK9ehWKFCls5+ycIy7uOsOHj2PixHGULl0CgHHjJrJt2y42blyapRhXEgys3W+mchELVYpYbluQyaor8QY2HfHAaICmFTLI75fzzcdtNkhKu3F9V+KNnLhoJMN64+K8zDZC/W2EBlgJDbAR7G/DaIDIK0auJBg4F3uj8qaiU96WmprK11/PYfKUqaSnW2nbazgtuw3G08vb2amJ3JIetRMRERERyYa/h82UXvINM6eMpGyZkkyY8Gy2mx3HVmqM54y53H9/m8yikys2XU5Nv7HbhpkLsxQ3OjqGixdjyLfk58zjkya9zPLlc/5xrsUK1xINnF+0jaPjZ7N1dRQr95pZt9+DfD42qq+bS2B1+1x34YVzaFs1HS+zjfV74fKA13KkYbXNBtELNrP9s20s3ZzBst2ebD1qJjLWSJnLh+j29mBanl1L6TAr6RY4eM7E+oNmfthi4OcNyWw95kHUVSOBV6LoMqYH+ec4t8l2Xm0u7ioxAub8wAtffMuBZ4bRv19PVsx5n4lDW3L+g2fp/WhDNS4Xt6YdTyIiIiIi3GguHh9znm4eZvaZjKxf/wOVK5fPVqPiqIqNqBF9iQWhwTQ/tuO2597quL2bLp/ZtpHTl4wkp4Fx3SbS8eBqyfIkBRXIjFF6w1KaL3iXxN3rbhvXZrMRWL35LddLKl+BbfNWcuKiEavtxo4f39gYgmLO4te8JoG+NoqHWgmpaf/rzrDAnk9/40S9tpT84xeqPt4EXy/73//0EsXYv/pXDkeZuJ5soOCh3RQ+vZ+AUX0I9rfh4/nvMaw2yOj0ODHBxYipUZ/QAe0oFmJzmSbbebW5uKvGOH78FK++OoWVK9dSD3gjKJQTc/9AxJVox5OIiIiISDbManI/tYxGIn29WbbsOypXLg9kr1Fx8bEjmB4cRPNnR9zx3Fsdt2fT5WMvvcHqfR6cuWwkJd1AetkyeFrTKJ0RRaOyGdxXMZ160ds53bAdKyZ/T3rGP+PGPTmY556byPnzFzAYDJnHzw7uS+fOj7B//yFSRg3hXKv7+X7KEk5dMlK5iIVWldN56MhcHnmhK61tB6hd0kKZglbMJsdct4cJGgVE0fLrV7lQvSEr95o5HGXEarPP/Y8fM4K9A8cw76NV/H7CgwBvGx1Or6DrhyOoVsJGRLAts8fUv8UwGsC/Zwsq/bmOBvkvUyzEZvfvtzvFcMecczJGmTIlmTPnM1YNH4jFbKbttct89eZQLl04g4i70Y4nEREREcnTbDYbG5bPYtGXE6lbtyYzZ35EYmISp06dpVWrplmOExkZRdGi4Q7MNPuW7TYT6Huj8bbxNv2UYq4b2HTYAy8zVAy3UKKANbPp96FDx3jooceZN+8LTCYjpUuXwGw2c/bseV599R1efXUsxYsXY83+//RZKp+Bt5ObfKdlwP5IE8ejjfh7Q8kwC8VCrPj/S7scmw0SUuFqgpG4JAOeHjZ8vGz4eoK32UZcsoHoa0bOXDKSboUSoVYqhFsI9M3565K8yWq1smDBUia+/j6xsdcY/PxUqtZr5ey0RNRcXERERETkTtJSU5g3dTzb1y3iiSf688Ybz2M2mxk4cCQXLsSwatX3WYrz++97uP/+Pqxdu5AaNao4OOusSUmDxX940qhsBsVCrXc8Py4J9p314PxVI2aTjYKBNgrksxKfbOByvAEDFn5du4aC3pcY/WSfm14bfc3Ab4fMNK+UTqHAnG/ufSuxCQYORxk5f9WIxWogNMBKsRArxUKtmAxw+rKR49FG4pJvVNm8zTbSLWCx3lyl8/WyUTTYSrnCFjUAF6dJTEzi8cefYfXqX3h4xJs07dDnzi8ScaCsFp48cjAnERERERGXYbFk8NGLvTl/8iCff/4uDz3UNfNrn302mWvX4rIcq2zZkkybNplq1So5ItW7cv7qjWJKSMCdi04Agb43psJdT4azV4xEXzOy97QJf28IDbBiw0jtRi2xGr05cM5CiCma/PkD8fb24lCUifx+Vgrmc52iE0Cwv41G5SykWyycjzVy9rKRPWdM7DltwmgEqxUigm1UK5ZOSIANb/ONHVDpFkhKNZCcBv7eNvy9scsEPpF74efny3fffcrzz7/B15+8wJWL5+jSfyxGozroiGvT71DJ9f6eUKNJECIiIvK3Sitmk69vXU4e2s0PP0znoYe64jljLjvK1eeNngPx8fGmcOGCQNYmU+XPH8QDD3TGe+b3LjEhK/b79ew6BsWvn8LX8/bn/u+xfD5QpYiVjr/PYvCwpnTf8y31y1gIth6lZYUEqlzax4FID6ZMXcfQYc9yOMrIxTgjtT54Ba9vXHO6mN+3c6nWqimtt82iW+10apeyUKWIhZ7HFtCxV2NKLp6Dt/nGuV7fzCW01n2EzZ9D4fw2AnxuFJ1ceSKaO8Zwx5xdIYbJZOLDCmWYEpiP1Qum8u17o8lIT0PElelRO8n1+g5oREDMeeLDIpgzc6uz0xEREREX0HdAI9rFnMfs6cmSiweBG1OlZkZGMdPLk6k71zJ//mKGDx9IoQbtMURGYbvFZKrIwgWZ3LMTTz45mLJtHnCJCVm/zfoLixW6fvgkCXt/uav1PKs2Y/G5CzxYpDAJ+zdSvHgtnnlmGC99PZu3arUjdMgEDDYLNoOJ6qtm0eDjl295j9x5upgrrZebYrhjzq4S4+9j80Ly82h8IqUq1uGJ8Z/j6x+ISE7SVDuR/9jTazjxYRHs6TXc2amIiIiIi5jdtBPbgBF9e2YeSxk1hAFFw1n11niuXInlk0++5uzZc6SMGsIwP18eCSvAf//M9u8pVIe6d+THH5djNnu4xISs6DgD0WVrUGvdHNJGPpat9dat28gvv2wC4GjfB+gLrOvcDoAffphBz56dSBk1hH6/r8S8+TuqFLPRpko61YtbsbngZDBHx3DHnF0lhjvm7Cox/j7W9cVRLP5pJtFnDvL+cw8QG3MeEVekHU8iIiIikud8PWkEVyIPsGvnKkwm0z++brVaMRgMGP7T2GfWrAUEBeWjS5f2N52XkZGBh4cHNpst81xnslph1T4znh42WlXOyFJfoh07dlOvXk0MBgO9ew/B19eH6dM/xGazcezYScqVK+34xEXkrh05cpxevR4nPimd4RO+oWjpys5OSfII7XgSEREREfkXCdevsmfzSp54vM+/Fp0AjEbjTYWk/v0fzCw6nTp1BoCvv55Dx469SUtLc4miE8DRaCPxyVC7pCVLRac//zxI+/YP8euvmwGYPv1Dpk//EACDwaCik4gbKF++DGvXLqB4kQK8P64X+3asIwv7S0RyjApPIiIiIpKneHn7kC8olP37D2f7tcuXr6F+/Q4cO3aS2rWr0bp1s1sWr3JaUiociDRRtpCV/H63/tCZnJzCkiU/A1C9emVWrJhLixZNAPD19cmRXEXEvgoWLMDy5bNp2qQu014bzBvD2rBm4edcu3LR2amJqPAkIiIiInmL2dObfpXqMn/ej5x955PM41mZKtWuXQu++OJdypQpSf09+3lj9iJ8vp2frRh3On43MU6PnsaqnTY8TFClqOW25/5WtRlPDB7N2bPnAGh++BiB1Zu7zVQvV4rhjjm7Sgx3zNlVYtzq3OAFS1j51xGWPNGPhnXLs3Lu+4x/tAHfDmuD18M1MM+cTEzUaeJiYyjx03R6P9pQk78lR6jHk4iIiIjkOT0fbUiNS1G08PXh0/P7APecbgVwadBE1j/+BpV+XUSZZ7rg6/XPc0+cOM3WrTsZMeVTDJFRnCwcRshfW9z6ul0hhjvm7Cox3DFnV4mR1XPj4uJZvHgl85+byLa0NP5NPoOBlo8+R9tew1zmkWFxH+rxJCIiIiJyC4ceHMEz/oHMS07hyJHjgHtOt7LZYFf/sRTdv4U6hRLw9fr3c1esWMuHH37BtRGDsBUNp/DYEU7LOTfFcMecXSWGO+bsKjGyem5gYACPPvoQ694ez5nCBdk8agjLl8/m+++/5NtHevFl/kB6N6rL4pnvMOfj57FkpCPiCNrxJCIiIiJ5Unp6Kq893pz7mtTMbKjtbiKvGNhy1EzrKumEBtz6bX1aWhoWixUfH+8czE5E3MG8eT8ycuR4qtRrxZCXvnR2OuJGtONJREREROQ2zGYv2j30FD/9tJK//jrq7HSyzWKFv86bCMtnvW3R6dKlK8THJ6joJCL/qnfvHnzwwUT2bl1NbMx5Z6cjuZAKTyIiIiKSZ9Vqcj9Go4nFi1e6VZPhhBRYf8CDuCQDNfetum2MTz75mjZtejk959wYwx1zdpUY7pizq8RwxHr3398Gg8FA3LdT6DugkZqOi13pUTsRERERybO++/BZ9mxaxoYNi6ndc6BbNBk+0aU3v414G08PaFwugxKNmt02xrnNy9m4cRudOrV1icbIuSmGO+bsKjHcMWdXieGo9Vq06EGZQ8dZmJpMfFgEc2ZuReR29KidiIiIiMht7NqwjK1rFjB58suULVvK5ZsMRz/3HMveXcjaoZMoGGijXbV0gv1tt4xxNaIQZwf3JV++ADp1auuUnHN7DHfM2VViuGPOrhLDUeu1aNGY9UYjcQXC2dNrOCL2oh1PIiIiIpLnWK1WxvWpSYCfFxs2LKFAgRBnp3Rb15Nh/QEznh5QrVgGRYJt3Gny+Y8/rmDMmFc4cGAj/v5+OZOoiLitjRu30bVrf8ZPXUWRkhWdnY64Ae14EhERERG5BaPRSJf+z3E9IZWatVrz0Udfkpqa6uy0bmnPaQ88PaB1lXSKhty56ARQt25NPvroDTw8PByfoIi4vXr1auHl5cXhPZudnYrkMio8iYiIiEie1LRjXyZ89Rt1Wz7AxNffp379jixduoosPBCQo2w2iE0wUCzUipc5668rWjScrl074O3t5bjkRCTX8Pb2omHDOhz5U4UnsS8VnkREREQkz/LPl5+Hhr7GS1NXUxhvHn30KYa1foCUlP/f/eTsaVNpGZCaYSBk+8Zsx5g5eBQ//7w+x3POKzHcMWdXieGOObtKDEeu18rPl5O7NlBm6UxE7EU9nkREREREgL4DGrEs5jyDgGp1azFnzmcUKBDi9GlT6Rb44XdPWn79CuV+/PaOMdLT0wmp3RpjZBT3eXnSaPRQxo17Kkdzzisx3DFnV4nhjjm7SgxHrneiQiPqXLzEiqBQzs79A5HbUY8nEREREZFs2NNrOJ3DIviw51COnoikZaueHDx4xOnTpjyMADaS7m9/xxhnzkRSo0ZLNnTriLVoOD++9lxm0Sknc84rMdwxZ1eJ4Y45u0oMR65XfuxwQo1Gvi9dBRF70Y4nEREREZH/ERtzns8nPkbsxTNMn/4B7dq1cFouf+94qlE8gwrh1tuea7VamTBhCgMGPEypUsVzKEMRyU0ee2w0f+w/y7gPlzk7FXFx2vEkIiIiInKXgsMiGDNlEWWqNqJPn6FMnz7HabmcvnTjLXvhoDs3PTcajUycOE5FJxG5ay1bNuHMsf0kxMU6OxXJJVR4EhERERH5F94+fjwx/gsatX2IF8e/zZUrzvkQ5ud1o+B0NdFw2/NsNhsdOvRm6dJVOZGWiORSzZs3xmazcXjvFmenIrmECk8iIiIiIrdgNJl4NrwkhtRU5owcf9PXcmraVHh+G8VCLOw+YsGjSfdbxvD6Zh6VKpUjMDCfy0zIyu0x3DFnV4nhjjm7SgxHr1em3YP4mM1cvRyFiD2ox5OIiIiIyG30HdCIp2POs85kYnf0ATw8PICcnTaVmg5LtkGDGW9TZfeqf8QwREaxp2ABSh7agsFgcJkJWbk9hjvm7Cox3DFnV4nh6PX2REZRBxj77g+UrlQHkVtRjycRERERETvY02s4g/IXINJiYeXKdZnHc3LalJcZCqXGcPq++/81xjfBQdS7dIULFy7aZT3FcM31clMMd8zZVWI4er0NQfnw8vCgeNlqiNiDdjyJiIiIiGTB+88+QIFAAytWOKfR+LFoI7tPmWhROYOwfDe/hU9MTGLv3gM0alQXg+H2vaBERG6n7yPDORGZwKhJ3zs7FXFx2vEkIiIiImJHLbs/xtatv/PVV7Odsn7JAlYK5LOx4ZAHF67eXFzy8/OlceN6GAwGsvBzZRGRf2Wz2di2dRelq9RzdiqSi6jwJCJOUWnFbPoOaESlFc558y4iIpJd1Ru2o1W3wYwbN5GlS1fleNNf32/n0qlfCwpdP8fWYx6kpt98vnn6HAYNGsV7733mUo2Kc3MMd8zZVWK4Y86uEsOR6518+yOuXr1Kq4TriNiLHrUTEafoO6ARATHniQ+LYM7Mrc5OR0REJEusVivfTHmafdtWszrQn+aXruR4k+HESpWZ98EKSoVZqVXCctP5rw/uS/HiRen/yiSXaVScm2O4Y86uEsMdc3aVGI5cb26pOjx9NY7IAoVZ/O12RG5Hj9qJiEvb02s48WER7Ok13NmpiIiIZJnRaKT/mHcpXakOPROTuRZRKMebDBsGP0jFcAvHoo2cvmS86fynn36Cbt06kPz0Ey7TqDg3x3DHnF0lhjvm7CoxHLnehhLFqOFh5uiDTyJiL9rxJCIiIiKSTVcvX+CVQU15+eXRjBz5eI6vb7HChkMeXLpuoGe9dDxM//+19PR0hgx5lvbtW/Dgg11zPDcRcU82m43Kle+jcqPO9Bw83tnpiBvQjicREREREQfJH1qYei178OnUb0hJSc3x9S1WuJZkoEQB601FJwAPDw8CAwPw9fXJ8bxExH1FRp7nwoULlK1S39mpSC6jwpOIiIiIyF1o12sYVy5fYe7cH3J87evJBtIyDJQrbP3H1wwGAx988DqdOrUF4NKlKzmdnoi4oa1bd2IwGChdqa6zU5FcRoUnEXEpmnYnIiLuIiyiJDWbdOSjj74mIyMDyLnpVpb/1Js8jLbbxpg3ZCwNGnTg1Kkz97SePXLOjTHcMWdXieGOObtKDEett2bNBkqFFOSJpzrovbjYlXo8iYhL0bQ7ERFxJ5EnDvLWUx354ot3efDBrjk23er8jg2s2OtJvdIZ1Gjd9JYxYiMKsXvmJ/j4+FC5cnmXmMiVm2K4Y86uEsMdc3aVGI5Yb9GiZTz++Bg+CAhiVPw1vReXLFGPJxFxS5p2JyIi7qRo6cpUqducDz78EqvVmmPTrQJ8ICK/lUPnTSSNGnrLGF6jh1KnTg0qVy5/T+vZI+fcGMMdc3aVGO6Ys6vEsPd6f/11lJEjx1OvRTdq9hur9+Jid9rxJCIiIiJyD44f3Ml7zz7A3Lmf06FDqxxb90q8gbUHzDQul07RkH++pd+79wA9ew5iw4YlFCpUgB07dlOlSgUCA2/9U+lb+fsjg8FguOe8RcR1xMXF07JlD9Js3ox97ye8vH2dnZK4Ee14EhERERHJAWUq16Vs5bq89/4XZOFnunYTEmAjLJ+Vv86b+Ldlk5NTaNu2OYULhxETc5lOnfqyY8fubK9jsVjo128E06bNvPekRcRl2Gw2hg8fR3RMLI+P/0JFJ3EYFZ5ExOWp4biIiLi6tg+O4I9de9gx/q0cbTJcKcLC1UQjF4e8848Y7YY8w/S6NTCZTBQoEMKOHau47/gpfKo2Y++r72R5PZ9v51O9eiVKlChml5zvNcaFCxe5dOmK0/Nwxnq5KYY75uwqMeyxnnn6HF4uVpOVK9fSf8z7hIWXQMRR9KidiLg8NRwXERFXZ7PZmDTyfsqdO87a1NQcazJss8Ge99dwvG5buk5+Aq/lX94xxvuRUbxmMLD/5E6CggL/9Vyr1cqkErWpEZ/Aw0XD+Wvl93zxxbcMGzaACu0fcniz4z9++IYiRcLx8fFmWem67Iq9xgf/Obdixcb07/8gb8/7MVc2ec4rMdwxZ1eJca/rWa1WxheryeeJSXwUEITn/D8RuRt61E5Ecg01HBcREVdnMBho22s461JT+b1gaI41GTYYoFZIHFazJzEDB2cpxrCIwqx6+gmCggLZtWsvm7rfn3nu7t37iI29isFg4EKFMlwJCiRl1BCuXr3G6tW/kpSU7PBmx9t6dqZevXb89dcRABJaN+Oar0/muTNmfETfvj0pn5zKjyH5c1WT57wUwx1zdpUY97Ke1WplzJhX+CIxmU8DgqjR/1lEHE07nkRERERE7MBqsTBxWCvq1ijLd99NzbF1ryUZWPWnmVaV0ymQL3s9pnr3vvEBdd68L8jIyKBAgYp8+unb9O37ADabLUebicfGXiU4OD82m42VK9fRokUTfH19/vXcxMQkpkyZSo8eHalWrXKO5SjizqxWK6NGvczs2QvpN2oKDdv0cnZK4uayuuPJIwdzEhERERHJtYwmE216DmXOx89z5MhxypcvkyPrWq03/ns3NaIvvng3syG60Whk48YlREQU/k+8nCs67dt3kI4d+7Bgwdc0alSX++9vc9vz/fx8mTBBOzVEsspisfDUUy/y/fc/0X/MezRo1dPZKUkeokftRERERETspH7LHuQPKci7703LsTWDfG14GG1cuJb9t/b58gUQGHjjp9RGo5GqVSsRHJz/H+ctXbqKmjVbkpaWds/5/u3KlViWLVsNQJUqFRk/fhQ1alTJ0mvPnj3P8eOn7JaLSG5msVgYPuJ55s9fzICxH6joJDlOhScRERERETuptmYBL6em8MOiZRw4cDjzuCMnVnnPnEu59T9w7HQ66RmOWa9YsSJ069YRs9lstylbS+q04aknxhIfn4DRaORpLy8KNWifpRizZs2nY4vuuWK6WF6N4Y45u0qM7JybkZHBiLYP8sP8xbzUuhf1WnRHJKepx5OIiIiIiJ30HdAI75jzVDSZKNWqKQvmfwU4fmJVUpKFeTM2UbGUiSpFrC45keva3l955plXiYgoxMRZC0iOjCIpvBDmg5uyvd7p02fJ37EPxS9cdOvpYnk5hjvm7CoxsnpuRkYGQ4aMZcmPK5gHtNeEaLEzTbUTEREREclhe3oNJyUsgkda9WLtmt/YunUn4PiJVb6+JsrGn+BolAmrzf7rnT9/gSNHjt/y/OSnn7hjDIPBQNmypQgOvjGJzqdoOH7PDLur6y5RohgFxg536+lieT2GO+bsKjGycm56ejqPPTaGJUtW82r73rTXhGhxIu14EhERERGxM6vVyuTRnSkQZGbN6vk50qj70nUD6w+aaVs1nWD/7E23u5NXXnmH3bv3sXz5nJuOX7kSS+fOj5CYmEyVKhWYM2caNpuNiRPfo1u3DlSvXpl9+w6ycOEyJkx4FpPJZLec3nzzA8LDCzFwYG+7xRTJDTIyMhg0aBQrV67nsRemUqNRe2enJLmUdjyJiIiIiDiJ0Wik66PPs2vnHn7++ReHr2ezQep/+julW+wfv379Wnz88VsAvPfeNAYNGgVAcHB+qlevTNGi4bRv3xKAxMQkli5dRWTkeQDOn4/m55/Xk5KSatec4uLiSUxMsmtMkdxgxoy5LF++hsdfnKaik7gE7XgSEREREXGQj1/sgzXlEls2L7Xrbp//tue0iVOXjKRlGAjytdK2WgZGB26wWrXqF3bv3scLLzydIzu5RCTrrl2Lo2bN1lSq145+oyY7Ox3J5bTjScTBKq2YTd8Bjai0YrazUxEREREX1WXAOI4cPsqiEc87bELWqXMZFNq9lbZnVtGm6o2ikyMncnWJimbS9z/h9c28m87dWLY+7zz4WJZi3GseFosFw1ffudV0McVw/5xdJcbtzv2w6n2kJibRpf9YRFyFdjyJ3KW+AxoREHOeeE2HEBERkdv46q1hXNq2mqMWC54OmJC1YtllSm1YTv013zh1utjnkVGs9PZiZuRePDw8HJrHn38epHnzbvwO1HaD6WKK4fz1clOMW517sWJjqkbH8LxfPsIX7kfE0bTjScTB9vQaTrymQ4iIiMgddOn/LFFWG1OD8jlkQlawZyoXq9Vz+nSxIUUKs+DNFzOLTo7Mo0SJorzVuS21ihR2+eliiuEa6+WmGLc699nQEAoaTTR9ZAwirkQ7nkREREREHGzOJy9wcPvP7NmznsBA+76fPhJlZN9ZEz3rpWN0gR8rb9/+B97eXtSoUSVH1vvpp5WkpaXz0ENdc2Q9EVe0ZcsOOnV6hIHPfkS9Ft2cnY7kEdrxJCIiIiLiIu7vM4rEpGQ+/fRru8cOCbBhsRm4luT8Rt82m43nn3+dGf/Te8aRtmz5nfXrN5KFn6eL5EpWq5UXX3ybkuVrUOe+Ls5OR+QfVHgSEREREXGwoJCCNO8ykKlTv+HixUuZx+3RqLjgou8xZqRzbe0fdxXDno2Rvb6Zx/z5X/Hhh2/kWB4fVSzL1KmTMBgMHHr9PajS1CWaPCuGa62Xm2L877Hvv/+JffsO0vOxlzC6wrZHkf+hR+1ERERERHJAYnwcrw5uSvdubfnkk7cA+zUqXjJqKt6pCTQc1iDbMRzVGPnUqTNU7tIPz3MXciSPjIwMGhauQosMC5+rQbbLx3DHnF0lxn8f2/79V7Rt9xCV6rRk0HOfIJKT9KidiIiIiIgL8QsIpMujzzF79kI2bdoO2K9RcZk96zlbvQlJqdmP4YjGyFFR0dSv34FvmzbIsTw8PDxYMGYYb4YXImXUEP7440/Onj3v0Pvhjo2pXSWGO+bsKjH+PnZ6UB8efPBx8ocVpc+TbyPiqrTjSUREREQkh1itVj564WHS4qPZsmUZvr4+dombngFL/jBTuqCVmiUsdol5r1auXE+LFo3x8fF2yvoNG3agadOGTJ78ChcuXOSpp17g9ddfoGLFskRFRePv70e+fPpsI+4pKSmZTp37cepMNM++v5jgAuHOTknyIO14EhERERFxMUajkT5PTeJ8VDSTJn1st7hmD6gQbuFYtJH4FLuFvWs2m41mzRo4regE8NNP3zJ69I1dIikpKXh5eeHreyOfzz//lnbtHsJicY0inUh2WK1Whg59lr/+OsrQV6ar6CQuT4UnEREREZEcVLBIKe7vM4qpU2ewZ89+u8WtEG7Fywx/nvGwW8y7tXTpKurUaUN0dIzTcihUKIzChQsCULJkcebMmUbx4kUB6NevF++++yomk8lp+YncrYkT32P58jUMfPZjipet6ux0RO5IhScRERERkRzWusfjFClZkZF9h+FTtZldJmT5fjuX6sUsnIs1Evv9L06dyFWnTg2GDRtAsZXrXHIyWNmypWjcuD7m6XN4r3hNNo6b6ND1FMP567l7jPRpM9m79wAfffQlH330JW/6BdA71nmFXZHsUI8nEREREREnOHt8P5NHdmIi8LydJmTF/bmB9Qc9SD57mR5P3Y+Pn4fLTeRypRgeVZrS63w0XfIH0vvkLg4dOsbq9g8x9no8vi6ac26J4Y45OzNGey8vVqfemB7wmI8fXyYnkhAWwZyZWxFxFvV4EhERERFxYcXKVOWhWs2YCOzr0zPz+L1MyDIYoHG5DGz+fvz85iwSRg+/YwxHTOSaNWsBR4+ecOnJYADGMcNYUTSc/uNHA3DkyHFmepgwFylMyqgh/PfP6F0l59wSwx1zdlaMU4XDWJOWRveBL/Dmt9voN+hFEsIi2NPr5j/fIq5KO55ERERERJwkLTWFt55sT4kiIaxcOQej0T4/F76aaGD9AQ+C/W0UCbbi720jwNuGvzcYDHZZ4pYsFguFC1flvfdeo1+/Xo5dzAFsNhsGg4Fz5y7w8MNPMG3aZKpWrUhUVDQA4eGFnJyh5DWTJ3/CBx9+zduzd+Ht4+fsdEQyaceTiIiIiIiL8/Typs/ISezYsYsff1xht7j5/Ww0KpdBSjrsPWNi42EzK/Z6snqfB8cvGkl34DA3k8nExYsH6dOnh+MWcSDDfypzBgNUqFCGokVvTAwbOXI84/7TCyotLY2vvppNUlKy0/KUvMFqtTJnzk/UbHK/ik7itpw/8kJEREREJA9LS0kCICDA365xw/PbCM+fgc0GSWlwLdHAyRgTf5w0sfeMiRKhVsoXthDgY9dlgRvFG3efGBcRUZivv/4g89cTJ47DZLrxc/udO/fy8stv06RJfSpWLOusFCUP2Lp1J2fPRvLAk+87OxWRu5bndjxVWjGbvgMaUWnF7CwdFxERERFxlEorZrPx9SdoVrokbds2B+w/IctgAD8viAi20WrrLHo/342KF/dxLtbIyj/N7Ft+FO96Hey23tmz53jggUEcOXLc5SaD3UuMGtt3UbfXYDxnzKVx43ocPLiJ6tt2cqFiYw6+9q5L5uzKMdwxZ2fEWPzWh5Qymehy+ggi7irP9XjqO6ARATHnif+fCQC3Oi4iIiIi4ih9BzSiVcx5fDw9WXLxIJBzU7au7t3A4Sgjh46nE3DxHO2nPYftt/n3vN6B5XN56aW3ePXVZ6nZ/VGXmgzmiMlsAyOjOOHpyfL/fP9cPWdXieGOOTsjxpMR1TiXlMwyfU4VF6QeT7ewp9dw4v9lAsCtjouIiIiIOMqeXsN5JjCYjWlpbN68A8i5KVsmI1QuYqXTuZ/J8PFlycTvyLDcPm5W1itWLIJZs6ZSunQJl5oM5qjJbG+GF2TWCyPdJmdXieGOOTsjhme1SiR4mPU5VdxantvxJCIiIiLiSmw2G5Oe7kREAR9WrJiT2dw6JyWkwIq9ZqoXs1Ah3HpPsTIyMkhPz8Db28sp15LX2WyQlgHJaQZ8vWx4qquvW3vhhTdYvno746eucXYqIv+gHU8iIiIiIm7AYDDQsc8otm3bmbnrKaf5e0N4kI2oq/f+8WDbtl2Eh1fl9OmzdsjM9e3de4BRo14iOjrGqXmkW+BwlJGlf5j5aZcnq/aZuXRdhT935+3tTVpqirPTELknKjyJ5GL/1jRfjfRFRERcT7X6rSletgpvv/0x5ulznNLkOej4QZJSDfcUw3PGXMqVK80XX7xLgQKhLtOg2ZH3rnLfYRz+bSsxMZecknNaBhxeeoDlvyTz52kjhYKsNCqXTusq6UQsXeDS987dvt/OiBFw+CiG6Ei9dxe3pkftRHKxf2uar0b6IiIirmnfjnVMe20wHwTl4+lr17HlcJPnff2fZnvv0fSqn47BcHcxLoUXwnxwk8NzdpUYfx+zFClM/P6NOZpzRrEi7FixgUNRJmwpaVT8eR7Vti7GumGBW907d/p+OyPG1yVq83rcdc7pvbu4ID1qJyL/2jRfjfRFRERcU9V6rWjRdRCjr11nkJ8P10YMuunrjm7y7NGkJlabgbSMu4txrHAYZWKv8vPP6x2es6vE+PtY6uih/Pzzek6dOpMjOaeVKsnP737P/kgTpcOs9Di1mEYrvsDj0W5ud+/c6fvtjBgerZqSDHrvLm5NO55ERERERFzItnWLmPfpi1SpUoHvZn1CREThHFl37xkTpy4Z6Vo7HeNdtAayWCx89dV39Ov3IH5+vvZP0MUVKVKdl14azdChAxy+1omLRnadNNGsYgaFg+74cU7c2Ny5PzBixPN8uvQ4Jg+zs9MRuYl2PImIiIiIuKGGrR/gmcmLOHvuEs2b92Dr1p05su75WCMR+a13VXQCMJlMPPFE/zxXdHrqqRfYs2c/+/b9xsCBvXNkzUvXDQT62lR0ygN8fHwASEtTg3FxXyo8iYiIiIi4mOLlqvHch8sIDi9D1679mTp1BhkZGQ5b73oyxKcYiMhvvesYZ8+eo27dtuzevc+Ombm+Y8dOsXr1rwQH58fLyytH1gzys3E92UBqeo4sJ07k7X3j91S6JtuJG1PhScRN3M00Ok21ExERcV/5gkIZ+cZs7uv0KC+/PIlWNVpyqHxDh0wX8+kxiGLXz1Aw0JblGIZvFpCQAjbbjWMV7+9Dm8IF8ff3u+s8XHm62K3O3Rp1gVfCQnM056oPdAarldOXjE65bnvEcMecnREj34ZtABRfNQ8Rd6UeTyJu4m6m0WmqnYiISO5w+sheVj/7AH9mpPO4ny/P799A/vxBgPOmi8VVr8W8t3/C08NG4y9fo9yib3JsEp+rxPj7WGJEYSLXLaJQobAcy3nNa19zuVlrOlRPJ7C6+947d8rZGTEOlm9Ik5jL7AgOY/fsnHnsViSr1ONJJJe5m2l0mmonIiKSO5QoX4P3H3+FKf6BzE23UKdOO+bO/QGr1eq06WIZAx8GIC3DwK+DJvDMk29w9vH+2YrhTtPFbnduc5ORV155J0dzLh1m5XqygcvxBre+d+6UszNiGB95AIA9LXsi4q6040lERERExI3Excbw4/Q3+f3XxdSvX4f33ptA5crlczyPfWdN/HXedNOxQO807qsEvjnT6shlbN26k4IFC1C6dIkcW9Nmg+V7zBQIsNKgrCXH1pWctX79Jh54YBATp2+iQOFizk5H5CYO2fEUc/7UPScmIiIiIiJ3LzA4jIHPfsSot+dx9sI17ruvKy+/PImEhMQczaNqUQtVi2ZgMPz/z7HjUjxZvc/M1cS7HI3npho1qpujRScAgwHKFbJw5rKR2IS8db/zkgMHDuHj609IwSLOTkXkrmWr8DTp6c4kJcQ5KhcREREREcmi8tUb8eInP9O531i+/GoOdeu1Z+nSVWThgQa7MBigchEr7aplEBrw/9PwUjMM7Dltus0rc6cFC5bw3nvTcnTNsoWsBPra2HUq793vvOLgwSNElCiP0aguOeK+svW7N9jXHx+/W2+fEhHXkp2pdpp2JyIi4n48zJ6M9svHH/6BlPHOz6OPPsUDvR4jcvInOTaRK8jXRoffZ9Fs1ltkpCQBEHPdyOV4g8tMBsuJyWznzl3g+PEbT4gsfvIFFpWqm3nu55/PZP/+Q3jOmMv1Sk1YNHwcSUnJABx5433SKze9q5yNRigWauX6dYtb3zt3ydkZMQ5u2sF9pw7rPbq4tWz1eOru6U3bxUdyIi8RsYPsTLXTtDsRERH39N//ho8bNpGFX0wgPjqSp4BnwgvifXBz5rmOnsi1/fHn2dt9GABFgq107NXYJSaD5fRktpeK1iAuIZFv/3O8ZMk6vPbaczz57lSWR0bRFTh6dDsFCoRQNqQ8D1mtfHwXOR/duJFtxzwovHMj7cf3zxX3TjH+/1hqaipFClXhY+ARvUcXF+SQHk/F6re+58REJOdkZ6qdpt2JiIi4p//+N7xa/da8/NlaetdtyRcGA6UuxTJhwhSuXIkFHD+Rq2KlAILM1/A0WagUYXGZyWA5PZlt8mvP8e1/HT91ahf9+z9IyqghdCxSmNh3XiY0NBiAZaOHMKJQWLZyzihelG1vfs5vhzwI8rNRzy8q19w7xfj/Y0ePniQDKJs/VO/Rxa1la8fT27N2EBRaKCfyEhERERGRe5AYf411P37Fb8u+wWSAIUP68+STg8ifP8ih67Zt+yChoSHMnZuz/Y7yCosVfjvkweXrBqoWs1Ax3IpBvcVzpe+/X8ywYc9qury4LIfsePLy9bvnxERERERExPH8AoLo+uizvD59M4079mfqZzOpWq0Fb7/9EXFx1x227pw503jzzecdFj83mTFjLtOmfZOt1xw8Z+JKvIEWlTOoFKGiU2528OBhwgoXU9FJ3F62Ck8VVs+/6ddqRizyT3nhz0VeuEYREZHcwj8wmO4Dn2fijM00bNubDz/6mqrVWjB58ifExcXbrTGytUpTLF98S4ECIZQsWfyuYrhyk2dHrPfHH3+StnlHtmKcO5lA+d9+osiiOU67bnvEcMecczrGgQOHKeftp/fd4vay9ajdudDCLJu1PfO4mhGL/FNe+HORF65RREQkt4qLjWHNos/Z/PMcfHy8GGuz8nRcPH732Bh5WGQUO81m1l88iOE/23BcoUGzI2Pk9HpJqbB0lwfNP3qOcoe36N7l8hhlyzVicGIKk5Li9b5bXJJDHrXb1/2xm36tZsQi/5QX/lzkhWsUERHJrQKDw+j1xCu89vVGajbrzsSEJEoYDbxRtRIJCYmZ52W3MfKYQmG81P/BzKLT3cRw1SbPjlwvdvhATha+c3Nxqw22H/fAx5JMscj9une5PMalS1e4fOkSvk076X23uL1s7XhSUzMRERERkdzl6uULrJr/KVtXzydfvgAWL55J1aoVs/x6m82G1WrFZDI5MMvcyWKx0KRJJ4KD87Nixdzbnnsg0sjBcyZaVMogLPCOH+HEzW3atJ0uXfrx6hfrKVS0jLPTEflXDtnxJCIiIiIiuUv+0ML0HvEmE776DYvNyE8/rczW6xcsWErLlj1u2i0lWWMymVi7dhFTp04C4K+/jvLyy5NIT0+/6byLcQYOnjNRuYhFRac84siRE5hMHhQoXNzZqYjcMxWeRERERESEkIJFKFGhNn/8sS/Lr0lJSWXOnEXUrl0df39NwL4b/v5+lChRDIDDh4+xf/8hoqKiM79+9oqBzUc8KJDPRqUiVmelKTns6NETFCxSEpOH2dmpiNyzeyo83WqylSZeiWSNu/5ZsUfe7nrtIiIiuVmJctXZuXMPK1euxzx9zh0nckVHXyQ5OZluHh58X6qOS04Gc2QMe6/Xo8f9LF78LcWLF71xfx9/m61HzRQKstKkfAZGg2tctyveu9wW4/Dh4xQsUkbvmSVXuKceT7eabKWJVyJZ465/VuyRt7teu4iISG4WH3eFmVNG8dfujbTy8uSD1DQqZ2Ei12clajE7Lp5dRQqTtn/jbc+91XFXni6Wk+vZbDZ2795H0ZGvsfGNBZTa/Ss1x7Th757trnDdrnrvckuMXYtm0Lx5d1r3HMacNfP1nllcVo70eLrVZCtNvBLJGnf9s2KPvN312kVERHKzgMAQnnx9FsNfncEx33zUAJ4oEs7ly1cyz0kZNYSkIoWZUrMqx4+fAuCpl8awI6IQjB56UzxnTwZzdAxHrJeSkkr37gP4qUNPLJ5e1AqJyyw6ucp1u+q9yw0xLg55lN59hpE/rCgtuw3We2bJFTTVTkRERERE/iEjPY0Ny2exct5HmIww7rkRDBz4ML6+vqSnp9OkSSceffRhhg8fmPma6OgY5s37idGjh9wmstzJkSPHuWosx7UkI+2rZzg7HckhNpuNh3sPYfOWPxj3wVLCIko6OyWR29JUOxERERERuWseZk9adX+M177aQM2mXXjllXcoX74xkZHnMZvNbN68/KaiE8D69RuZOnU6V69ec07SuUT58mW4kmAiNEAT7PKSEydOs2b1rzw8/A0VnSRXUeFJRERERERuyT8wmN4j3mTIy1+RkJDAmTPnADCb/zltq3fvHhw7toP8+YNyOMvcw2q10rf/aOJTDCo85TGnTp0FoHSlOk7ORMS+VHgSEafIzoQOTdETERFxvpIVagJwfdGyW07k8p75PYb/akjk7Mlgjo7hiPXi4xMpX6sVBksG5Tt3dMnrdtV75+4xLj7xDB5GE0EhhRDJTdTjSUScIjtT7TRFT0RExPlsNhvPPlyd8UYrL8TF33Ii1/COrUlOTuGjj950++lizplqBz//aabAhrW0mfC4S163q947d4/xbGQUS0wmxi47iYg7UI8nEXFp2ZnQoSl6IiIizmcwGCgYUZJD5crcdqpX9eqVqV27+j+O/zd3mC7mrPWOnDjP9WQDIcXyuex1u+q9c/cYJ3y8CYkohUhuox1PIiIiIiKSJd9MeRoSI1m9+vs7nhsXF4+Pjxeenp45kFnucP16PFWr3sfLH/9I/sJlaVs1nQAfZ2clOaVR484UKFmH3iPedHYqIlmiHU8iIiIiImJXYRGlOHHidJbOfeKJMQwaNMqh+eQ2+fIFsHjxt3RvFoq3GbYe83B2SpJDbDYbZ89EElqomLNTEbE7FZ4kR6nBc96j77mIiEjuERZRkitXrmCp0vSOzZXHjBnGU8WLuGWT5+ycm1S5CQuGPYfFYgHgjTfeZ3T7hzLPfeCBQSxdugoAw1ff4V212b+ud+n9adhsNmrWrEpIfn+Knj9ISlQsZhe8bnvdO3fL2ZExrn/yNYmJidQ8fxqR3EaP2kmOUoPnvEffcxERkdzj7PH9vD2yEzuAOllsrjw/Morm4QXxObj5puOu3OT5f48lJiaRXLcNZS7EYClSmG41qtC1awcGTXyX9ZFRtAX27FlPiRLFmDv3B1LGv8WYa9exFg2nf7OGdO9+P61aNeWbkrX54tp1dhcpTNr+jTet19/Xh4R2LZkx40OuJ8PabemUW/8DjZdNc6sG2a66nqvHOFS+IY1iLrM5fwH2z9mFiDvQo3biktTgOe/R91xERCT3CAsvCcCR4KAsNVc+O7gv/YG1LZvddNzVmzz/77E33nifjhkWrEXDSR09lNDQEHx8vEkZNYQmRQpz8a0XKVHixiNSffr0ZOjLz2TG+PTTSbRq1RSApo/346mgQBg9FJvNxp49+zPX6zvgYXr16kyGBbYc8cDHmEHdNd+6XYNsV13P1WOsr1sTgLieQxHJbbTjSUREREREsuyFR+ryxGMP8sILT2fp/KtXr+Ht7Y2Pj7eDM7Ovw4ePsWbNbwwZ0p+zZ8+TkJBIzZpV7RZ/9epfefjhJ9i0aRlVqlQAwGaD7cdNnIs10rZqBoG+d/yoJrnAH3/8SYeOfWjU9mEeHv66s9MRyTLteBIREREREbsLCArh2rW4LJ1rs9nInz/I7YpOADt27Gb27EUYDAbKli1l16ITQJs297FkyazMolNSUjIzf9rDmcsm6pe2qOiUR1y5Ekv/R0dStHQVHnj8ZWenI+IQKjyJiIiIiEiWeXr7kpiYdMfzoqKiqVWrFXv3HsiBrOzv0UcfYtOmpXh6ejokvtFopFmzhhw5cpxRY9/mm5UX8ClcH3/LWYqFWh2yprgWi8XC4MFjiE9I4bEXPsPD7JjfayLOpsKTiIiIiIhkWf74a6T9uOKOU70sFiutCxek2iPD3Gq6mHn6HDaUrY/H17Px8vJy+Hox85ZRq8MzhASGYb66lU5NCjnlujXVLudjvPPwE2zatI1B4z4hf2hhRHIr9XgSEREREZEsW9GtPLa0FJa64GQwe8TYV74B98VcYXNYKJWPbHP4eh41WzFtwjyMJw8yeHQLt753rryeq8VYGRlFZ6Dro8/R/qERiLgj9XgSERERERG7Sy1RnnhPzztO9bpw4SKf1a/tdtPF6owbyb5CBag57qkcWc/41GAaLp+OX4N2XEkwOO26NdUu52Ic6teLfgYDjUtWoG2vYYjkdtrxJCIiIiIiWTb3kxe5fmEfv/36423PW7hwKWPHTmDXrrUUKBCSQ9m5J6sNVv3pgcGaQodaHs5ORxwoOTmFtm0fIiY2kXEfLsPXP9DZKYncNe14EhERERERu/P09slSc/Hu3Tuyb98Gtyo6HTp0jMaNO3Hs2MkcXddoAL/0k8Sl+rJjT86uLTnHZrPxzDOvcvTYSR5/8XMVnSTPUOFJRERERESyrEjkCVJPnr5jc2UPDw8K/LAMjypNifv4q5tiuFqT57+P+/n5cF9wEOHd+ud4Y+oq+3cDEBwSmuPX7YwY7pjzvcb48ccVzJv3I8806cS4iY9RacVsRPICPWonIiIiIiJZdqlXVT5IvM7lLDRXDqjajHrnLlDZ14ePz+/LPO5KTZ5dpUF2dNPWLH5hOu2rpRPkZ3Pp63a1e+cuMYYNe45tfxxnf1wsATHniQ+LYM7MrYi4Kz1qJyIiIiIidhdb+z4SIUvNlVNHD+WdAiGMG/XETcddpcnz/x7fs2c/5x/v55TG1Ke6dAQgLTU5x6/bGTHcMed7jXHo8HHCS1RgT6/hxIdFsKfXcETyAu14EhERERGRLNu2bhGz3n+GmJi/MJvNzk7HrurVa0ejRnX58MM3cnztZesOkOhXi2YlLxJeKH+Ory+OZbVaKVq0Ju17j6JNzyF3foGIG9COJxERERERcRiLxZrlcw8dOkarVj2Jjo5xYEb3bvnyOTzzjHN2oVStXg2AsAJBTllfHOvcuQskJSVRuFhZZ6cikuM0q1NERERERLLsSnQkBcIK4O3tleXXhIcXpFixCK5fj6dQoTAHZndvwsJCnbZ2ugUM2DAZDU7LQRznyJHjACo8SZ6kHU8iIiIiIpJlly6cplTJ4tl6TWBgPr755mPKlSvtoKzujc1m4+GHn2D58jVOy2HP3kOkpSZhUN0pVzpy5DjePr7kLxDh7FREcpwKTyIiIiIikmWXL5yhdOli2X5dRkYGW7fuJDU1Ncvnnzt3AYAVK9ZSu3Zrrl+PB+Cvv44SFRWd5bXT0tJITEziVu1tk5NTCA4OIiDAP8sx7c1k9sKakea09cVxrFYru3btpXDRMhiN+ggueY9+14uIiIiISJZdunCaktnc8QRw+PBx7r+/D9u3/5Gl8ydN+ph27R4kOTmFokXD6datI/ny3Rh09Mwzr/Lyy5OAG0WjCROmEB+fcMtYCxcupUiR6litN/pSPfbYaIYPfy7z6x4eJj77bDL33dco29dlLyVLlyYkOB/79h0kLe3OBagszIgSJ7PZbKxbt5H77uvOkiWrqNawvbNTEnEKFZ5ERERERCRLkhLiiI+7SqlS2S88Va5cnl9++ZGmTRtk6fyhQx/l/fcn4uPjTbVqlXn55TGZX/vqq/cZP340ABcvxjBr1gIOHDh80+ttNhuvv/4+x46dpHHjenz99QeYTCYA7r+/De3atQBg2rRvaNq0M1evXsv2NdnTtUQD6SkJ3HdfN44dOwXAsmWr+frrOQBcvnyFp58eT2RkFABPPfUC48ZNdFq+cnu7du2lc+d+9Oo1mFSbH2OnLKL9QyOcnZaIU6jwJCIiIiIiWXLpwlkASpbM/qN2BoOBmjWr3vFRo++/X8y1a3GEhoZkFof+V5EihTOLXyVKFOOvvzbTsGGdm865cOEiCxYs4fz5C5QoUYyePTtlfq1794507doBgHr1apGcnMKQIWOzfU325Otpw8Pbn9WrF1CuXCkA9uw5wG+/bQHA29ubnTv3curUGQAaNKhNzZo3JuHFxFxmxoy5zklcbnLp0hX69RtBmza9OH3+GsNfncHoyQspXbmus1MTcRpNtRMRERERkSy5FHUauLvCE8Dp02d54YU3mTz5VYoWDf/H169ciWX8+LdISEjkscf6Zjmut7cXFouFCROmULt2dbp160B4eCF2716Hh8ftP/LUrl2dTz99h4iIQtm+HnsqUcDK6ctmSlephdl84zG6V155JvPr/v5+bNmyHMN/uo8/8kivzK9t2rSd119/ny5d2hEaGpKzictN3nnnE379bQePPvM+9Zp3w/ifXXYieZl2PImIiIiISJZcunCa/PnzExQUeFevz58/iMTEJK5du/avXw8JCWbLluUMHtwn27GNRiOXLl3h8uVYTpw4zaVLVzCbzZmFmttp1qwBpUuXIDU1lWHDnuPw4WPZXv9ehQXa8PKwcf7qrT+i3epaunfvyM6dq1V0crLk5BQWLFxGk46P0KBVTxWdRP5DO55ERERERCRLLkWdoeRd9Hf6W2BgPpYu/Q6r1crly1cIDQ0hPT2dhx8egtnswYwZH1KoUNhdxTYYDEybNhmDwcDDDz/B1atxrF49P1sxrl9P4OjRE1y5cvWucrgXRgN4mcFivYvXGo2EhoaQlJSM0WjE29vL/gnKHS1dupr469dp3O4hZ6ci4lJUeBIRERERkSy5HH2aGhXv7jG7/zZmzCvs3XuA335bjNlsJiwslPbtW9zxsbg7+XtH0LRpk7lwISbbry9QIIS1axdiNBqx2Wzs3r2P2rWr31NO2WE22biWdOcdWv/m+vV4ihevxfTpH9Kjx/12zkxsNhvHj58iJuYy8P+/1/77v19Pn0OFGo0oUPjui7MiuZEKTyIiIiIikiWXos5QsmP9e44zcGBv4uMTMn89bdpkkpKS8fT0vOfYcOORvvz5g+7qtX83P1+6dBWDBo1i+/afKVu2lF3yupMK4Ra2HDUTHWegUKAtW68NCPDniy/epU6dGo5JLo+xWq389ddRtm7dyZYtv7N16y4uX758x9c99vzUHMhOxL2o8CQiIiIiIneUkpzItdgYSpa8990c1atX/sexHj0GUqNGZSZNevme49tD587tWLz428yik81my1K/qHtRJNhGiL+VP8+YKFg1g+wsZzAYePDBro5LLpfLyMhg//5DbN26k82bf2fbtl3ExcXhYfakZPnq1Gn1EGWrNiAkrEjma2zYwHajQGiz2TB5mLXbSeRfqPAkIiIiIiJ3dDn6LACl7qHH0+0MG/YoISHBDol9N4xGI02bNgDg++8Xs27dBqZNm4zZbHbYmgYD1CxhYd0BM6cvGylZIHsNnzZt2k5KSipt2tznoAxzF4vFwqxZC1i5cj3btv9BYkICnl7elKxQiyadBlGuan1KlK+Jp5e3s1MVcWsqPImIiIiIyB1dijoNQKlS997j6d907drBIXHtwdfXm6CgwHvuQZUVoQE2igRb2X/WRNFgKx7ZGIz27bfziY29qsJTFuzbd5CRI19i376DVKzZlNY9h1O2Sj2Kl6uOh9k+j3yKyA0qPImIiIiIyB1dijqDf0CAQ3YlTZ06g2bNGlC1aiW7x7aHLl3a06VLewB+/30PERGFiIgo7LD1qhfLYOWfZo5GG6kUkfVdT5999o5Dd2TlBomJSUya9DHTps2kcLGyjH3vR0pVqOXstERyNRWeRERERETkji6eP0nJksXt3ucoOTmFr776jqCgfC5bePqb1WrlmWdeoVKl8nzxxbsOWyfAB8oUtHLovImyhayYs7jryV7N2XOjq1evsX79JiZOfJ+LMZfp3G8srXs8jslDhToRR1PhSURERERE7uhS1EmqVyhp97g+Pt7s2fMLFovF7rHtzWg0smDB1/j6+gIwd+4PGAwGevfuYfe1KoZbOB5t5PQlI2ULZW3Xk81m46GHHqdt2xY89lhfkpKSuXjxRkP4S5eu8NFHX/LMM8PueuKfO0lMTGL79j/YsGErGzZuZ/++g9hsNirVasrjE+aqCbhIDjI6OwEREREREXF9F8+doFy5UnaNuX37H/z000oMBkOO9E+yh8KFCxIYGADArl1/smPHbgCSkpKpXLkJa9dusMs6vl4QEWzjeLTx78Fpd2QwGPD09KRVqyYAvPzyJIYMGQvAgQOHWLJklV1yc1VHj57gnXc+oUOHPpQsWYcHHhjEd3OW4h1chkeenswb32zhqTdmq+gkksPc4293ERERERFxmoTrV7l+LZYyZe698JSRkQGAh4cHixYt48iR43Tv3vGe4zrD++9PzPz/9PR0+vTpSYkSRQHYu/cApUuXICDA/67jlyxgYdMRMwkpNx6/y4rp0z/I7PPUqVMbnnpqMAAtWjRhz571blPgy46MjAw++ugrJr3zCV7evpSp0oAej71E+eqNKFS0rN0fDxWR7Ml9f+uIiIiIiIhdXTx3AoCyZe+t8BQfn0CzZl14/vmneeihrrz22nP4+maxouLiAgPzMX78aAAsFguDBj1Ns2YN+fDDN+46ZligDYPBRnSckQCfrD1u5+Xllfn/LVo0uelrHh4eDB36LM2bN+bhh7vddV6u5OjREwwdNo4/9+6ndc8hdHpkNGaz151fKCI5RoUnERERERG5rYvnTmAwGChdukS2X3vtWhwLFy7j8ccfISDAnwEDHqZKlQoA+Pn52jlT12AymVi8eBZm842PW7t37yMgwD/bhTuzCfy8IDHVfjt2vL29MvNyZxaLhc8//5bXX3+f/AUieObdHzSdTsRFuf/fOCIiIiIi4lAXz50kokgEPj7e2X7t99//xJtvfkiHDq0oUqQwTz/9hAMydD3FikVk/v+kSR+TlpbO4sXfZjuO1QpGOz4pdi87sFzFqVNnGDbseX7//Q9adB1E1/7P4umdO3bOieRGKjyJiIiIiMhtRZ87QbmydzfRbujQAQwZ8mie7rMza9ZUYmOvAnDw4BH+/PMADz3UDZPJdNvXpaRBSjr4eGaxu/gdJCenkJSUREhIsF3i5TSr1cqMGfN45ZV38A8qwOhJ8ylbtb6z0xKRO9BUOxERERERua1L50/e00S7vFx0ghuPt4WHFwJgyZKf+eST6RiNNz6KHTp0DNstxtadiDFiMEDx0Kz1d7qTX3/dQpky9Tl//oJd4uWkpKRkHuj1GM8+O4G6LXvy4qerVHQScRPZ2vGUkpTgqDxERERERMQFWTLSuXj+NEWK9OL69fhsv/77739i3rwfWbLkOwdk536efHIwjz32CPHxCURHx9C48f18+OEbdOvWAZsN/q7RXUsysPe4B+H5raQkWUixw9oVK5Zl6tR38Pf3v6vvpbNYrTaGDXuOLVt2MmT8F5Sv2RibzUpykvtcg0hulNUakcF2q/L6fwdLSaFkyZJER0ffc2IiIiIiIiIiIuL+ChUqxKlTp/D2vnUPwCwVnuBG8SktLc1uyYmIiIiIiIiIiPvy9PS8bdEJslF4EhERERERERERyQ41FxcREREREREREYdQ4UlERERERERERBxChScREREREREREXEIFZ5ERERERERERMQhVHgSERERERERERGHUOFJREREREREREQcQoUnERERERERERFxiP8DSXAffcNh7tMAAAAASUVORK5CYII=",
-      "text/plain": [
-       "<Figure size 1500x1000 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "features.plot_meta_classification(col_name='mountain')"
    ]
@@ -199,7 +230,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -213,20 +244,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1500x1000 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "features.plot_meta_classification(col_name='coastline')"
    ]
@@ -242,7 +262,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -256,20 +276,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 20,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1500x1000 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "features.plot_meta_classification(col_name='rivers_lake_centerlines')"
    ]
@@ -277,9 +286,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
+   "display_name": "rpp",
    "language": "python",
-   "name": "python3"
+   "name": "rpp"
   },
   "language_info": {
    "codemirror_mode": {
@@ -291,7 +300,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.9"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,
diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb
index aa289f1d..77430160 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Non-uniform Mountain Prefferential Downselect.ipynb	
@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 2,
    "metadata": {},
    "outputs": [
     {
@@ -306,16 +306,25 @@
     "*Note: `pvdeg`'s downselection functions use `numpy.random`, the random seed is not fixed so the result will change between runs.*"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### Providing a KdTree\n",
+    "\n",
+    "As shown below the lines to create a kdtree are commented out. \n"
+   ]
+  },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
-    "west_tree = pvdeg.geospatial.meta_KDtree(meta_df=dynamic_points.meta_data)\n",
+    "# west_tree = pvdeg.geospatial.meta_KDtree(meta_df=dynamic_points.meta_data)\n",
     "\n",
     "dynamic_points.downselect_elevation_stochastic(\n",
-    "    kdtree=west_tree,\n",
+    "    #kdtree=west_tree,\n",
     "    downselect_prop=0.1,\n",
     "    normalization=\"linear\",\n",
     ")"
@@ -323,12 +332,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
@@ -343,7 +352,7 @@
        " <GeoAxes: title={'center': \"Coordinate Pairs from 'dynamic-selection' Meta Data\"}>)"
       ]
      },
-     "execution_count": 12,
+     "execution_count": 7,
      "metadata": {},
      "output_type": "execute_result"
     }

From 2501b7f637b8a1aa2f760ebc9a0a59e4e04d2612 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Wed, 13 Nov 2024 17:30:20 -0700
Subject: [PATCH 072/109] add attribute names to ipython.display methods

---
 pvdeg/geospatialscenario.py | 55 ++++++++++++-------------------------
 pvdeg/scenario.py           | 21 +++++++-------
 2 files changed, 28 insertions(+), 48 deletions(-)

diff --git a/pvdeg/geospatialscenario.py b/pvdeg/geospatialscenario.py
index e974760b..61782ab9 100644
--- a/pvdeg/geospatialscenario.py
+++ b/pvdeg/geospatialscenario.py
@@ -980,64 +980,43 @@ def _check_set(self, iterable, to_check: set):
         if not iterable.issubset(to_check):
             raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
 
-    
-    # GeospatialScenario no longer uses pipeline, instead job attributes are stored in attrbutes "func", "template"
-    # def format_pipeline(self):
-    #     pipeline_html = "<div>"
-    #     if "geospatial_job" in self.pipeline:
-    #         step_name = "geospatial_job"
-    #         step = self.pipeline[step_name]
-    #         params_html = f"<pre>{json.dumps(step['params'], indent=2)}</pre>"
-
-    #         step_content = f"""
-    #         <div id="{step_name}" onclick="toggleVisibility('pipeline_{step_name}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-    #             <h4 style="font-family: monospace; margin: 0;">
-    #                 <span id="arrow_pipeline_{step_name}" style="color: #b676c2;">►</span>
-    #                 {step['job'].__name__}, <span style="color: #b676c2;">#{step_name}</span>
-    #             </h4>
-    #         </div>
-    #         <div id="pipeline_{step_name}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
-    #             <p>Job: {step['job'].__name__}</p>
-    #             <p>Parameters:</p>
-    #             <div style="margin-left: 20px;">
-    #                 {params_html}
-    #             </div>
-    #         </div>
-    #         """
-    #         pipeline_html += step_content
-    #     pipeline_html += "</div>"
-    #     return pipeline_html
+    def format_geospatial_work(self):
+        if self.func:
+            return f"""
+                <p><strong>self.func:</strong> {self.func.__name__}</p>
+                <p><strong>self.template:</strong> {self.format_template()}</p>
+            """
 
     def _ipython_display_(self):
         file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
         html_content = f"""
         <div style="border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;">
-            <h2>{self.name}: Scenario Analysis</h2>
-            <p><strong>Path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
-            <p><strong>HPC Configuration:</strong> {self.hpc}</p>
-            <p><strong>GIDs:</strong> {self.gids}</p>
+            <h2>self.name: {self.name}</h2>
+            <p><strong>self.path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
+            <p><strong>self.hpc:</strong> {self.hpc}</p>
+            <p><strong>self.gids:</strong> {self.gids}</p>
             <div>
-                <h3>Results</h3>
+                <h3>self.results</h3>
                 {self.format_results() if self.results else None}
             </div>
             <div>
-                <h3>Geospatial Job</h3>
-                Function : {self.func.__name__}
-                {self.format_template()}
+                <h3>Geospatial Work</h3>
+                {self.format_geospatial_work()}
             </div>
             <div>
-                <h3>Modules</h3>
+                <h3>self.modules</h3>
                 {super().format_modules()}
             </div>
             <div>
-                <h3>Weather Dataset</h3>
+                <h3>self.weather_data</h3>
                 {self.format_geo_weather()}
             </div>
             <div>
-                <h3>Meta Dataframe</h3>
+                <h3>self.meta_data</h3>
                 {self.format_geo_meta()}
             </div>
         </div>
+        <p><i>All attributes can be accessed by the names shown above.</i></p>
         <script>
             function toggleVisibility(id) {{
                 var content = document.getElementById(id);
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index e55da411..ac095041 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -875,32 +875,33 @@ def _ipython_display_(self):
 
         html_content = f"""
         <div style="border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;">
-            <h2>{self.name}: Scenario Analysis</h2>
-            <p><strong>Path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
-            <p><strong>GIDs:</strong> {self.gids}</p>
-            <p><strong>Email:</strong> {self.email}</p>
-            <p><strong>API Key:</strong> {self.api_key}</p>
+            <h2>self.name: {self.name}</h2>
+            <p><strong>self.path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
+            <p><strong>self.gids:</strong> {self.gids}</p>
+            <p><strong>self.email:</strong> {self.email}</p>
+            <p><strong>self.api_key:</strong> {self.api_key}</p>
             <div>
-                <h3>Results</h3>
+                <h3>self.results</h3>
                 {self.format_results() if self.results else None}
             </div>
             <div>
-                <h3>Pipeline</h3>
+                <h3>self.pipeline</h3>
                 {self.format_pipeline()}
             </div>
             <div>
-                <h3>Modules</h3>
+                <h3>self.modules</h3>
                 {self.format_modules()}
             </div>
             <div>
-                <h3>Weather Data</h3>
+                <h3>self.weather_data</h3>
                 {self.format_weather()}
             </div>
             <div>
-                <h3>Meta Data</h3>
+                <h3>self.meta_data</h3>
                 {self.meta_data}
             </div>
         </div>
+        <p><i>All attributes can be accessed by the names shown above.</i></p>
         <script>
             function toggleVisibility(id) {{
                 var content = document.getElementById(id);

From 789829cbe67d00ebb49efc6757d6b6b2208e79fb Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Wed, 13 Nov 2024 18:03:29 -0700
Subject: [PATCH 073/109] GeospatialScenario: dask client init, display dask

---
 pvdeg/geospatialscenario.py | 70 ++++++++++++++++++++++++++++++++++---
 1 file changed, 66 insertions(+), 4 deletions(-)

diff --git a/pvdeg/geospatialscenario.py b/pvdeg/geospatialscenario.py
index 61782ab9..c903e55a 100644
--- a/pvdeg/geospatialscenario.py
+++ b/pvdeg/geospatialscenario.py
@@ -11,12 +11,15 @@
 import numpy as np
 import matplotlib.pyplot as plt
 from typing import List, Union, Optional, Callable
+from dask.distributed import Client
 from IPython.display import display, HTML
 import cartopy.crs as ccrs
 import cartopy.feature as cfeature
 
 from pvdeg.scenario import Scenario
 
+pvdeg.geospatial.start_dask
+
 class GeospatialScenario(Scenario):
     def __init__(
         self,
@@ -33,6 +36,7 @@ def __init__(
         meta_data: pd.DataFrame = None,
         func: Callable = None,
         template: xr.Dataset = None,
+        dask_client: Client = None,
     ):
         super().__init__(
             name=name,
@@ -49,6 +53,7 @@ def __init__(
         self.hpc = hpc
         self.func = func
         self.template = template
+        self.dask_client = dask_client
         self.kdtree = None # sklearn kdtree
 
     def __eq__(self, other):
@@ -57,8 +62,46 @@ def __eq__(self, other):
             due to larger than memory/out of memory datasets stored in 
             GeospatialScenario.weather_data attribute.
             """)
-                                 
 
+    def start_dask(self, hpc=None) -> None:
+        """
+            Starts a dask cluster for parallel processing.
+
+            Parameters
+            ----------
+            hpc : dict
+                Dictionary containing dask hpc settings (see examples below).
+                Supply `None` for a default configuration.
+
+            Examples
+            --------
+            Local cluster:
+
+            .. code-block:: python
+
+                hpc = {'manager': 'local',
+                    'n_workers': 1,
+                    'threads_per_worker': 8,
+                    'memory_limit': '10GB'}
+
+            SLURM cluster:
+
+            .. code-block:: python
+
+                kestrel = {
+                    'manager': 'slurm',
+                    'n_jobs': 1,  # Max number of nodes used for parallel processing
+                    'cores': 104,
+                    'memory': '246GB',
+                    'account': 'pvsoiling',
+                    'walltime': '4:00:00',
+                    'processes': 52,
+                    'local_directory': '/tmp/scratch',
+                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
+                    'death_timeout': 600,}
+        """
+        self.dask_client = pvdeg.geospatial.start_dask()
+                                 
     # add restoring from gids functionality from nsrdb
     def addLocation(
         self,
@@ -605,12 +648,13 @@ def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
         Only supports one function at a time. Unlike `Scenario` which supports unlimited conventional pipeline jobs.
         Results are stored in the `GeospatialScenario.results` attribute.
 
-        Creates a dask cluster or client using the hpc_worker_conf parameter.
+        Creates a dask client if it has not been initialized previously with `GeospatialScenario.start_dask`.
 
         Parameters:
         -----------
         hpc_worker_conf : dict
             Dictionary containing dask hpc settings (see examples below).
+            When `None`, a default configuration is used. 
 
             Examples
             --------
@@ -639,7 +683,12 @@ def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
                     'job_extra_directives': ['-o ./logs/slurm-%j.out'],
                     'death_timeout': 600,}
         """
-        client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
+        if self.dask_client and hpc_worker_conf:
+            raise ValueError(f"Dask Client already exists, cannot configure new client.")
+        elif not self.dask_client:
+            self.dask_client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
+        
+        print("Dashboard:", self.dask_client.dashboard_link)
 
         analysis_result = pvdeg.geospatial.analysis(
             weather_ds=self.weather_data,
@@ -650,7 +699,7 @@ def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
 
         self.results = analysis_result
 
-        client.shutdown()
+        self.dask_client.shutdown()
 
     def restore_result_gids(self):
         """
@@ -987,6 +1036,15 @@ def format_geospatial_work(self):
                 <p><strong>self.template:</strong> {self.format_template()}</p>
             """
 
+        return ""
+
+    def format_dask_link(self):
+        if self.dask_client:
+            return f"""
+                <a href="{self.dask_client.dashboard_link}" target="_blank">{self.dask_client.dashboard_link}</a></p>
+            """
+        return ""
+
     def _ipython_display_(self):
         file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
         html_content = f"""
@@ -1015,6 +1073,10 @@ def _ipython_display_(self):
                 <h3>self.meta_data</h3>
                 {self.format_geo_meta()}
             </div>
+            <div>
+                <h3>self.dask_client</h3>
+                {self.format_dask_link()}
+            </div>
         </div>
         <p><i>All attributes can be accessed by the names shown above.</i></p>
         <script>

From e5a268586ef6728d48705010e3ec9cff7f87b132 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Wed, 13 Nov 2024 18:51:18 -0700
Subject: [PATCH 074/109] Scenario add material updates

---
 pvdeg/scenario.py                             |   27 +-
 .../Scenario - Temperatrure.ipynb             | 2173 +----------------
 2 files changed, 37 insertions(+), 2163 deletions(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index ac095041..fe05bf5e 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -236,6 +236,7 @@ def addModule(
         module_name: str = None,
         racking: str = "open_rack_glass_polymer",
         material: str = "OX003",
+        material_file: str = "O2permeation",
         temperature_model: str = "sapm",
         model_kwarg: dict = {},
         irradiance_kwarg: dict = {},
@@ -245,23 +246,27 @@ def addModule(
         Add a module to the Scenario. Multiple modules can be added. Each module will be tested in
         the given scenario.
 
-        Parameters:
+        Parameters
         -----------
-        module_name : (str)
+        module_name : str
             unique name for the module. adding multiple modules of the same name will replace the
             existing entry.
-        racking : (str)
+        racking : str
             temperature model racking type as per PVLIB (see pvlib.temperature). Allowed entries:
             'open_rack_glass_glass', 'open_rack_glass_polymer',
             'close_mount_glass_glass', 'insulated_back_glass_polymer'
-        material : (str)
+        material : str
             Key of the material desired. For a complete list, see pvdeg/data/O2permeation.json
             or pvdeg/data/H2Opermedation.json or pvdeg/data/AApermeation.json.
             To add a custom material, see pvdeg.addMaterial (ex: EVA, Tedlar)
-        temp_model : (str)
+        material_file : str
+            Material file used to access parameters from.
+            Use material json file in `pvdeg/data`. Options:
+            >>> "AApermeation", "H2Opermeation", "O2permeation"
+        temp_model : str
             select pvlib temperature models. See ``pvdeg.temperature.temperature`` for more.
             Options : ``'sapm', 'pvsyst', 'faiman', 'faiman_rad', 'fuentes', 'ross'``
-        model_kwarg : (dict), optional
+        model_kwarg : dict, (optional)
             provide a dictionary of temperature model coefficents to be used
             instead of pvlib defaults. Some models will require additional
             arguments such as ``ross`` which requires nominal operating cell
@@ -269,14 +274,15 @@ def addModule(
             should be provided.
             Pvlib temp models:
             https://pvlib-python.readthedocs.io/en/stable/reference/pv_modeling/temperature.html
-        irradiance_kwarg : (dict), optional
+        irradiance_kwarg : dict, (optional)
             provide keyword arguments for poa irradiance calculations.
             Options : ``sol_position``, ``tilt``, ``azimuth``, ``sky_model``
         see_added : (bool), optional
         """
 
         try:
-            mat_params = utilities._read_material(name=material)
+            mat_params = utilities.read_material(pvdeg_file=material_file, key=material)
+            # mat_params = utilities._read_material(name=material)
         except KeyError:
             print("Material Not Found - No module added to scenario.")
             print("If you need to add a custom material, use .add_material()")
@@ -302,9 +308,9 @@ def addModule(
         if see_added:
             print(f'Module "{module_name}" added.')
 
-    # test this?
+    # add testing
     def add_material(
-        self, name, alias, Ead, Eas, So, Do=None, Eap=None, Po=None, fickian=True
+        self, name, alias, Ead, Eas, So, Do=None, Eap=None, Po=None, fickian=True, fname="O2permeation.json",
     ):
         """
         add a new material type to main list
@@ -319,6 +325,7 @@ def add_material(
             Eap=Eap,
             Po=Po,
             fickian=fickian,
+            fname="O2permeation.json",
         )
         print("Material has been added.")
         print("To add the material as a module in your current scene, run .addModule()")
diff --git a/tutorials_and_tools/tutorials_and_tools/Scenario - Temperatrure.ipynb b/tutorials_and_tools/tutorials_and_tools/Scenario - Temperatrure.ipynb
index 38163288..bb89f7cc 100644
--- a/tutorials_and_tools/tutorials_and_tools/Scenario - Temperatrure.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Scenario - Temperatrure.ipynb	
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -37,49 +37,16 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Adding Modules and Pipeline Jobs (Run Functions on Scenario Object)"
+    "## Adding Modules and Pipeline Jobs (Run Functions on Scenario Object)\n",
+    "\n",
+    "Material: `OX003` corresponds to a set of EVA material parameters from the default file `O2Permeation.json` in the `pvdeg/data` directory. Look in these files to see available options."
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "Column \"relative_humidity\" not found in DataFrame. Calculating...\n",
-      "WARNING - Module already found by name \"sapm_1\"\n",
-      "Module will be replaced with new instance.\n",
-      "Module \"sapm_1\" added.\n",
-      "Module \"pvsyst_1\" added.\n",
-      "Module \"sapm_2\" added.\n",
-      "Module \"sapm_3\" added.\n",
-      "Module \"pvsyst_2\" added.\n"
-     ]
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "C:\\Users\\tford\\dev\\PVDegradationTools\\pvdeg\\scenario.py:236: UserWarning: Gids Added - [1060699]\n",
-      "  warnings.warn(message, UserWarning)\n",
-      "C:\\Users\\tford\\dev\\PVDegradationTools\\pvdeg\\scenario.py:399: UserWarning: temperature added to pipeline as \n",
-      " {'job': <function temperature at 0x00000230D016CD30>, 'params': {'cell_or_mod': 'cell'}}\n",
-      "  warnings.warn(message, UserWarning)\n",
-      "C:\\Users\\tford\\dev\\PVDegradationTools\\pvdeg\\scenario.py:399: UserWarning: vantHoff_deg added to pipeline as \n",
-      " {'job': <function vantHoff_deg at 0x00000230D12E4160>, 'params': {'I_chamber': 1000, 'temp_chamber': 25}}\n",
-      "  warnings.warn(message, UserWarning)\n",
-      "C:\\Users\\tford\\dev\\PVDegradationTools\\pvdeg\\scenario.py:399: UserWarning: vantHoff_deg added to pipeline as \n",
-      " {'job': <function vantHoff_deg at 0x00000230D12E4160>, 'params': {'I_chamber': 1000, 'temp_chamber': 30}}\n",
-      "  warnings.warn(message, UserWarning)\n",
-      "C:\\Users\\tford\\dev\\PVDegradationTools\\pvdeg\\scenario.py:399: UserWarning: IwaVantHoff added to pipeline as \n",
-      " {'job': <function IwaVantHoff at 0x00000230D12E4280>, 'params': {}}\n",
-      "  warnings.warn(message, UserWarning)\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "scene_temp = pvdeg.Scenario(\n",
     "    name= 'temperature and degradation',\n",
@@ -101,7 +68,7 @@
     "scene_temp.addModule(\n",
     "    module_name='sapm_1',\n",
     "    racking='open_rack_glass_polymer',\n",
-    "    material='EVA',\n",
+    "    material='OX003',\n",
     "    temperature_model='sapm',\n",
     "    irradiance_kwarg={'azimuth' : 120, 'tilt' : 30}, \n",
     "    model_kwarg={'irrad_ref' : 1100}, \n",
@@ -111,7 +78,7 @@
     "scene_temp.addModule(\n",
     "    module_name='pvsyst_1',\n",
     "    racking='freestanding',\n",
-    "    material='EVA',\n",
+    "    material='OX003',\n",
     "    temperature_model='pvsyst',\n",
     "    irradiance_kwarg={'azimuth' : 180, 'tilt' : 0}, \n",
     "    model_kwarg={'module_efficiency' : 0.15}, \n",
@@ -120,7 +87,7 @@
     "scene_temp.addModule(\n",
     "    module_name='sapm_2',\n",
     "    racking='open_rack_glass_polymer',\n",
-    "    material='EVA',\n",
+    "    material='OX003',\n",
     "    temperature_model='sapm',\n",
     "    irradiance_kwarg={'azimuth' : 120, 'tilt' : 30}, \n",
     "    model_kwarg={'irrad_ref' : 1000}, \n",
@@ -129,7 +96,7 @@
     "scene_temp.addModule(\n",
     "    module_name='sapm_3',\n",
     "    racking='open_rack_glass_polymer',\n",
-    "    material='EVA',\n",
+    "    material='OX003',\n",
     "    temperature_model='sapm',\n",
     "    irradiance_kwarg={'azimuth' : 180, 'tilt' : 0}, \n",
     "    model_kwarg={'irrad_ref' : 1000}, \n",
@@ -139,7 +106,7 @@
     "scene_temp.addModule(\n",
     "    module_name='pvsyst_2',\n",
     "    racking='freestanding',\n",
-    "    material='EVA',\n",
+    "    material='OX003',\n",
     "    temperature_model='pvsyst',\n",
     "    irradiance_kwarg={'azimuth' : 180, 'tilt' : 0}, \n",
     "    model_kwarg={'module_efficiency' : 0.2}, \n",
@@ -179,1273 +146,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <div style=\"border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;\">\n",
-       "            <h2>temperature and degradation: Scenario Analysis</h2>\n",
-       "            <p><strong>Path:</strong> <a href=\"file:///c:/Users/tford/dev/PVDegradationTools/tutorials_and_tools/tutorials_and_tools/pvd_job_temperature and degradation\" target=\"_blank\">c:\\Users\\tford\\dev\\PVDegradationTools\\tutorials_and_tools\\tutorials_and_tools\\pvd_job_temperature and degradation</a></p>\n",
-       "            <p><strong>GIDs:</strong> [1060699]</p>\n",
-       "            <p><strong>Email:</strong> user@mail.com</p>\n",
-       "            <p><strong>API Key:</strong> DEMO_KEY</p>\n",
-       "            <div>\n",
-       "                <h3>Results</h3>\n",
-       "                <div>\n",
-       "            <div onclick=\"toggleVisibility('result_module_pvsyst_1')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_result_module_pvsyst_1\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    pvsyst_1\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"result_module_pvsyst_1\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "            \n",
-       "                <div onclick=\"toggleVisibility('result_module_pvsyst_1_HKXVD')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_pvsyst_1_HKXVD\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        HKXVD\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_pvsyst_1_HKXVD\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    <table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 00:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 01:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 02:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 03:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 04:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 05:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 06:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 07:30:00-05:00</th>\n",
-       "      <td>22.035591</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 08:30:00-05:00</th>\n",
-       "      <td>28.016994</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 09:30:00-05:00</th>\n",
-       "      <td>32.514264</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table><br>...<br><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 14:30:00-05:00</th>\n",
-       "      <td>37.285424</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 15:30:00-05:00</th>\n",
-       "      <td>32.058101</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 16:30:00-05:00</th>\n",
-       "      <td>26.971577</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 17:30:00-05:00</th>\n",
-       "      <td>22.391783</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 18:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 19:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 20:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 21:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 22:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 23:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_pvsyst_1_JUBNK')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_pvsyst_1_JUBNK\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        JUBNK\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_pvsyst_1_JUBNK\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    1.8691839343880285\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_pvsyst_1_GLDTX')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_pvsyst_1_GLDTX\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        GLDTX\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_pvsyst_1_GLDTX\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    2.2195329460518884\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_pvsyst_1_DJFXB')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_pvsyst_1_DJFXB\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        DJFXB\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_pvsyst_1_DJFXB\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    176.59902314734833\n",
-       "                </div>\n",
-       "                </div>\n",
-       "            <div onclick=\"toggleVisibility('result_module_pvsyst_2')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_result_module_pvsyst_2\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    pvsyst_2\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"result_module_pvsyst_2\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "            \n",
-       "                <div onclick=\"toggleVisibility('result_module_pvsyst_2_HKXVD')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_pvsyst_2_HKXVD\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        HKXVD\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_pvsyst_2_HKXVD\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    <table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 00:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 01:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 02:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 03:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 04:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 05:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 06:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 07:30:00-05:00</th>\n",
-       "      <td>21.974674</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 08:30:00-05:00</th>\n",
-       "      <td>27.663053</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 09:30:00-05:00</th>\n",
-       "      <td>31.895778</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table><br>...<br><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 14:30:00-05:00</th>\n",
-       "      <td>36.445105</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 15:30:00-05:00</th>\n",
-       "      <td>31.466448</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 16:30:00-05:00</th>\n",
-       "      <td>26.679131</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 17:30:00-05:00</th>\n",
-       "      <td>22.368737</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 18:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 19:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 20:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 21:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 22:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 23:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_pvsyst_2_JUBNK')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_pvsyst_2_JUBNK\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        JUBNK\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_pvsyst_2_JUBNK\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    1.9322091218798985\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_pvsyst_2_GLDTX')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_pvsyst_2_GLDTX\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        GLDTX\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_pvsyst_2_GLDTX\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    2.2943712096897046\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_pvsyst_2_DJFXB')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_pvsyst_2_DJFXB\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        DJFXB\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_pvsyst_2_DJFXB\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    170.98696553432933\n",
-       "                </div>\n",
-       "                </div>\n",
-       "            <div onclick=\"toggleVisibility('result_module_sapm_1')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_result_module_sapm_1\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    sapm_1\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"result_module_sapm_1\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "            \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_1_HKXVD')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_1_HKXVD\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        HKXVD\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_1_HKXVD\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    <table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 00:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 01:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 02:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 03:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 04:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 05:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 06:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 07:30:00-05:00</th>\n",
-       "      <td>23.643151</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 08:30:00-05:00</th>\n",
-       "      <td>31.292408</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 09:30:00-05:00</th>\n",
-       "      <td>34.146799</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table><br>...<br><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 14:30:00-05:00</th>\n",
-       "      <td>33.588274</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 15:30:00-05:00</th>\n",
-       "      <td>27.294131</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 16:30:00-05:00</th>\n",
-       "      <td>23.101720</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 17:30:00-05:00</th>\n",
-       "      <td>22.227113</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 18:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 19:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 20:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 21:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 22:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 23:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_1_JUBNK')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_1_JUBNK\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        JUBNK\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_1_JUBNK\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    2.080369096410112\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_1_GLDTX')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_1_GLDTX\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        GLDTX\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_1_GLDTX\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    2.470301431807564\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_1_DJFXB')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_1_DJFXB\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        DJFXB\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_1_DJFXB\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    159.0952103583017\n",
-       "                </div>\n",
-       "                </div>\n",
-       "            <div onclick=\"toggleVisibility('result_module_sapm_2')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_result_module_sapm_2\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    sapm_2\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"result_module_sapm_2\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "            \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_2_HKXVD')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_2_HKXVD\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        HKXVD\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_2_HKXVD\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    <table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 00:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 01:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 02:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 03:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 04:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 05:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 06:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 07:30:00-05:00</th>\n",
-       "      <td>23.681606</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 08:30:00-05:00</th>\n",
-       "      <td>31.430577</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 09:30:00-05:00</th>\n",
-       "      <td>34.331368</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table><br>...<br><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 14:30:00-05:00</th>\n",
-       "      <td>33.711677</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 15:30:00-05:00</th>\n",
-       "      <td>27.358669</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 16:30:00-05:00</th>\n",
-       "      <td>23.115302</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 17:30:00-05:00</th>\n",
-       "      <td>22.229976</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 18:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 19:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 20:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 21:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 22:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 23:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_2_JUBNK')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_2_JUBNK\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        JUBNK\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_2_JUBNK\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    2.068044987190104\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_2_GLDTX')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_2_GLDTX\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        GLDTX\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_2_GLDTX\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    2.4556673629279246\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_2_DJFXB')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_2_DJFXB\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        DJFXB\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_2_DJFXB\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    160.0713321390226\n",
-       "                </div>\n",
-       "                </div>\n",
-       "            <div onclick=\"toggleVisibility('result_module_sapm_3')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_result_module_sapm_3\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    sapm_3\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"result_module_sapm_3\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "            \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_3_HKXVD')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_3_HKXVD\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        HKXVD\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_3_HKXVD\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    <table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 00:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 01:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 02:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 03:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 04:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 05:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 06:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 07:30:00-05:00</th>\n",
-       "      <td>21.746611</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 08:30:00-05:00</th>\n",
-       "      <td>26.245927</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2005-01-01 09:30:00-05:00</th>\n",
-       "      <td>29.262679</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table><br>...<br><table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>0</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 14:30:00-05:00</th>\n",
-       "      <td>35.820095</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 15:30:00-05:00</th>\n",
-       "      <td>30.634275</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 16:30:00-05:00</th>\n",
-       "      <td>26.220871</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 17:30:00-05:00</th>\n",
-       "      <td>22.325367</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 18:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 19:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 20:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 21:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 22:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1999-12-31 23:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_3_JUBNK')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_3_JUBNK\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        JUBNK\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_3_JUBNK\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    2.0696368225191195\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_3_GLDTX')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_3_GLDTX\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        GLDTX\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_3_GLDTX\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    2.4575575626522204\n",
-       "                </div>\n",
-       "                \n",
-       "                <div onclick=\"toggleVisibility('result_module_sapm_3_DJFXB')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                    <h5 style=\"font-family: monospace; margin: 0;\">\n",
-       "                        <span id=\"arrow_result_module_sapm_3_DJFXB\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                        DJFXB\n",
-       "                    </h5>\n",
-       "                </div>\n",
-       "                <div id=\"result_module_sapm_3_DJFXB\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                    160.09303513122694\n",
-       "                </div>\n",
-       "                </div></div>\n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Pipeline</h3>\n",
-       "                <div>\n",
-       "            <div id=\"HKXVD\" onclick=\"toggleVisibility('pipeline_HKXVD')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_HKXVD\" style=\"color: #b676c2;\">►</span> \n",
-       "                    temperature, <span style=\"color: #b676c2;\">#HKXVD</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_HKXVD\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: temperature</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"cell_or_mod\": \"cell\"\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div id=\"JUBNK\" onclick=\"toggleVisibility('pipeline_JUBNK')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_JUBNK\" style=\"color: #b676c2;\">►</span> \n",
-       "                    vantHoff_deg, <span style=\"color: #b676c2;\">#JUBNK</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_JUBNK\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: vantHoff_deg</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"I_chamber\": 1000,\n",
-       "  \"temp_chamber\": 25\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div id=\"GLDTX\" onclick=\"toggleVisibility('pipeline_GLDTX')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_GLDTX\" style=\"color: #b676c2;\">►</span> \n",
-       "                    vantHoff_deg, <span style=\"color: #b676c2;\">#GLDTX</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_GLDTX\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: vantHoff_deg</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"I_chamber\": 1000,\n",
-       "  \"temp_chamber\": 30\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div id=\"DJFXB\" onclick=\"toggleVisibility('pipeline_DJFXB')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_DJFXB\" style=\"color: #b676c2;\">►</span> \n",
-       "                    IwaVantHoff, <span style=\"color: #b676c2;\">#DJFXB</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_DJFXB\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: IwaVantHoff</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            </div>\n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Modules</h3>\n",
-       "                <div>\n",
-       "            <div onclick=\"toggleVisibility('module_0')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_0\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    sapm_1\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_0\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> open_rack_glass_polymer</p>\n",
-       "                <p><strong>Temperature Model:</strong> sapm</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"irrad_ref\": 1100\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 120,\n",
-       "  \"tilt\": 30\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div onclick=\"toggleVisibility('module_1')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_1\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    pvsyst_1\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_1\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> freestanding</p>\n",
-       "                <p><strong>Temperature Model:</strong> pvsyst</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"module_efficiency\": 0.15\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 180,\n",
-       "  \"tilt\": 0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div onclick=\"toggleVisibility('module_2')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_2\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    sapm_2\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_2\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> open_rack_glass_polymer</p>\n",
-       "                <p><strong>Temperature Model:</strong> sapm</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"irrad_ref\": 1000\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 120,\n",
-       "  \"tilt\": 30\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div onclick=\"toggleVisibility('module_3')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_3\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    sapm_3\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_3\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> open_rack_glass_polymer</p>\n",
-       "                <p><strong>Temperature Model:</strong> sapm</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"irrad_ref\": 1000\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 180,\n",
-       "  \"tilt\": 0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div onclick=\"toggleVisibility('module_4')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_4\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    pvsyst_2\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_4\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> freestanding</p>\n",
-       "                <p><strong>Temperature Model:</strong> pvsyst</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"module_efficiency\": 0.2\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 180,\n",
-       "  \"tilt\": 0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            </div>\n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Weather Data</h3>\n",
-       "                \n",
-       "            <div id=\"weather_data\" onclick=\"toggleVisibility('content_weather_data')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_content_weather_data\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    Weather Data\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"content_weather_data\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Year</th>\n",
-       "      <th>Month</th>\n",
-       "      <th>Day</th>\n",
-       "      <th>Hour</th>\n",
-       "      <th>Minute</th>\n",
-       "      <th>dew_point</th>\n",
-       "      <th>dhi</th>\n",
-       "      <th>dni</th>\n",
-       "      <th>ghi</th>\n",
-       "      <th>albedo</th>\n",
-       "      <th>pressure</th>\n",
-       "      <th>temp_air</th>\n",
-       "      <th>wind_direction</th>\n",
-       "      <th>wind_speed</th>\n",
-       "      <th>relative_humidity</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>94.0</td>\n",
-       "      <td>6.4</td>\n",
-       "      <td>73.288965</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>21.0</td>\n",
-       "      <td>93.0</td>\n",
-       "      <td>6.1</td>\n",
-       "      <td>77.915158</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>21.0</td>\n",
-       "      <td>92.0</td>\n",
-       "      <td>5.9</td>\n",
-       "      <td>77.915158</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>21.0</td>\n",
-       "      <td>91.0</td>\n",
-       "      <td>5.6</td>\n",
-       "      <td>77.915158</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>16.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>21.0</td>\n",
-       "      <td>89.0</td>\n",
-       "      <td>5.1</td>\n",
-       "      <td>73.11466</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8755</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>19</td>\n",
-       "      <td>30</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>86.0</td>\n",
-       "      <td>5.9</td>\n",
-       "      <td>78.062864</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8756</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>20</td>\n",
-       "      <td>30</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>88.0</td>\n",
-       "      <td>5.9</td>\n",
-       "      <td>78.062864</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8757</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>21</td>\n",
-       "      <td>30</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>90.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>78.062864</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8758</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>22</td>\n",
-       "      <td>30</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>92.0</td>\n",
-       "      <td>6.2</td>\n",
-       "      <td>78.062864</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8759</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>23</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>94.0</td>\n",
-       "      <td>6.4</td>\n",
-       "      <td>73.288965</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "            </div>\n",
-       "            \n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Meta Data</h3>\n",
-       "                {'Source': 'NSRDB', 'Location ID': '1060699', 'City': '-', 'State': '-', 'Country': '-', 'Dew Point Units': 'c', 'DHI Units': 'w/m2', 'DNI Units': 'w/m2', 'GHI Units': 'w/m2', 'Temperature Units': 'c', 'Pressure Units': 'mbar', 'Wind Direction Units': 'Degrees', 'Wind Speed Units': 'm/s', 'Surface Albedo Units': 'N/A', 'Version': '3.2.0', 'latitude': 25.77, 'longitude': -80.18, 'altitude': 0, 'tz': -5, 'wind_height': 2}\n",
-       "            </div>\n",
-       "        </div>\n",
-       "        <script>\n",
-       "            function toggleVisibility(id) {\n",
-       "                var content = document.getElementById(id);\n",
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-       "                    content.style.display = 'block';\n",
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-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "scene_temp.run()\n",
     "\n",
@@ -1454,7 +157,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1471,292 +174,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div>\n",
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-       "<table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>sapm_1</th>\n",
-       "      <th>pvsyst_1</th>\n",
-       "      <th>sapm_2</th>\n",
-       "      <th>sapm_3</th>\n",
-       "      <th>pvsyst_2</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 00:30:00-05:00</th>\n",
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-       "      <td>22.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>1970-01-01 01:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
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-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>1970-01-01 02:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>1970-01-01 03:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
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-       "    <tr>\n",
-       "      <th>1970-01-01 04:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 05:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 06:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 07:30:00-05:00</th>\n",
-       "      <td>23.643151</td>\n",
-       "      <td>22.035591</td>\n",
-       "      <td>23.681606</td>\n",
-       "      <td>21.746611</td>\n",
-       "      <td>21.974674</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 08:30:00-05:00</th>\n",
-       "      <td>31.292408</td>\n",
-       "      <td>28.016994</td>\n",
-       "      <td>31.430577</td>\n",
-       "      <td>26.245927</td>\n",
-       "      <td>27.663053</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 09:30:00-05:00</th>\n",
-       "      <td>34.146799</td>\n",
-       "      <td>32.514264</td>\n",
-       "      <td>34.331368</td>\n",
-       "      <td>29.262679</td>\n",
-       "      <td>31.895778</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 10:30:00-05:00</th>\n",
-       "      <td>33.308589</td>\n",
-       "      <td>35.103546</td>\n",
-       "      <td>33.466928</td>\n",
-       "      <td>31.271945</td>\n",
-       "      <td>34.391573</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 11:30:00-05:00</th>\n",
-       "      <td>30.687749</td>\n",
-       "      <td>34.001361</td>\n",
-       "      <td>30.807113</td>\n",
-       "      <td>30.439235</td>\n",
-       "      <td>33.354222</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 12:30:00-05:00</th>\n",
-       "      <td>36.742414</td>\n",
-       "      <td>41.342680</td>\n",
-       "      <td>36.955786</td>\n",
-       "      <td>35.403511</td>\n",
-       "      <td>40.263699</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 13:30:00-05:00</th>\n",
-       "      <td>32.164560</td>\n",
-       "      <td>36.964940</td>\n",
-       "      <td>32.305328</td>\n",
-       "      <td>32.544080</td>\n",
-       "      <td>36.143473</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 14:30:00-05:00</th>\n",
-       "      <td>30.191605</td>\n",
-       "      <td>35.308205</td>\n",
-       "      <td>30.302067</td>\n",
-       "      <td>31.411815</td>\n",
-       "      <td>34.584193</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 15:30:00-05:00</th>\n",
-       "      <td>27.337496</td>\n",
-       "      <td>33.167342</td>\n",
-       "      <td>27.404120</td>\n",
-       "      <td>29.948682</td>\n",
-       "      <td>32.569263</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 16:30:00-05:00</th>\n",
-       "      <td>23.947305</td>\n",
-       "      <td>28.055111</td>\n",
-       "      <td>23.962172</td>\n",
-       "      <td>26.382278</td>\n",
-       "      <td>27.757752</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 17:30:00-05:00</th>\n",
-       "      <td>22.252992</td>\n",
-       "      <td>22.422069</td>\n",
-       "      <td>22.257136</td>\n",
-       "      <td>22.270738</td>\n",
-       "      <td>22.397241</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 18:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 19:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 20:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 21:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 22:30:00-05:00</th>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "      <td>22.000000</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1970-01-01 23:30:00-05:00</th>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "      <td>21.000000</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "</div>"
-      ],
-      "text/plain": [
-       "                              sapm_1   pvsyst_1     sapm_2     sapm_3  \\\n",
-       "1970-01-01 00:30:00-05:00  22.000000  22.000000  22.000000  22.000000   \n",
-       "1970-01-01 01:30:00-05:00  21.000000  21.000000  21.000000  21.000000   \n",
-       "1970-01-01 02:30:00-05:00  21.000000  21.000000  21.000000  21.000000   \n",
-       "1970-01-01 03:30:00-05:00  21.000000  21.000000  21.000000  21.000000   \n",
-       "1970-01-01 04:30:00-05:00  21.000000  21.000000  21.000000  21.000000   \n",
-       "1970-01-01 05:30:00-05:00  21.000000  21.000000  21.000000  21.000000   \n",
-       "1970-01-01 06:30:00-05:00  21.000000  21.000000  21.000000  21.000000   \n",
-       "1970-01-01 07:30:00-05:00  23.643151  22.035591  23.681606  21.746611   \n",
-       "1970-01-01 08:30:00-05:00  31.292408  28.016994  31.430577  26.245927   \n",
-       "1970-01-01 09:30:00-05:00  34.146799  32.514264  34.331368  29.262679   \n",
-       "1970-01-01 10:30:00-05:00  33.308589  35.103546  33.466928  31.271945   \n",
-       "1970-01-01 11:30:00-05:00  30.687749  34.001361  30.807113  30.439235   \n",
-       "1970-01-01 12:30:00-05:00  36.742414  41.342680  36.955786  35.403511   \n",
-       "1970-01-01 13:30:00-05:00  32.164560  36.964940  32.305328  32.544080   \n",
-       "1970-01-01 14:30:00-05:00  30.191605  35.308205  30.302067  31.411815   \n",
-       "1970-01-01 15:30:00-05:00  27.337496  33.167342  27.404120  29.948682   \n",
-       "1970-01-01 16:30:00-05:00  23.947305  28.055111  23.962172  26.382278   \n",
-       "1970-01-01 17:30:00-05:00  22.252992  22.422069  22.257136  22.270738   \n",
-       "1970-01-01 18:30:00-05:00  22.000000  22.000000  22.000000  22.000000   \n",
-       "1970-01-01 19:30:00-05:00  22.000000  22.000000  22.000000  22.000000   \n",
-       "1970-01-01 20:30:00-05:00  22.000000  22.000000  22.000000  22.000000   \n",
-       "1970-01-01 21:30:00-05:00  22.000000  22.000000  22.000000  22.000000   \n",
-       "1970-01-01 22:30:00-05:00  22.000000  22.000000  22.000000  22.000000   \n",
-       "1970-01-01 23:30:00-05:00  21.000000  21.000000  21.000000  21.000000   \n",
-       "\n",
-       "                            pvsyst_2  \n",
-       "1970-01-01 00:30:00-05:00  22.000000  \n",
-       "1970-01-01 01:30:00-05:00  21.000000  \n",
-       "1970-01-01 02:30:00-05:00  21.000000  \n",
-       "1970-01-01 03:30:00-05:00  21.000000  \n",
-       "1970-01-01 04:30:00-05:00  21.000000  \n",
-       "1970-01-01 05:30:00-05:00  21.000000  \n",
-       "1970-01-01 06:30:00-05:00  21.000000  \n",
-       "1970-01-01 07:30:00-05:00  21.974674  \n",
-       "1970-01-01 08:30:00-05:00  27.663053  \n",
-       "1970-01-01 09:30:00-05:00  31.895778  \n",
-       "1970-01-01 10:30:00-05:00  34.391573  \n",
-       "1970-01-01 11:30:00-05:00  33.354222  \n",
-       "1970-01-01 12:30:00-05:00  40.263699  \n",
-       "1970-01-01 13:30:00-05:00  36.143473  \n",
-       "1970-01-01 14:30:00-05:00  34.584193  \n",
-       "1970-01-01 15:30:00-05:00  32.569263  \n",
-       "1970-01-01 16:30:00-05:00  27.757752  \n",
-       "1970-01-01 17:30:00-05:00  22.397241  \n",
-       "1970-01-01 18:30:00-05:00  22.000000  \n",
-       "1970-01-01 19:30:00-05:00  22.000000  \n",
-       "1970-01-01 20:30:00-05:00  22.000000  \n",
-       "1970-01-01 21:30:00-05:00  22.000000  \n",
-       "1970-01-01 22:30:00-05:00  22.000000  \n",
-       "1970-01-01 23:30:00-05:00  21.000000  "
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "import datetime\n",
     "t0=datetime.datetime(1970,1,1,0,0) \n",
@@ -1771,20 +191,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "scene_temp.plot(('function', 'HKXVD'),tmy=True,start_time=t0,end_time=tf,title='single day cell temperature')"
    ]
@@ -1798,551 +207,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "credentials not in json file using arguments\n",
-      "Column \"relative_humidity\" not found in DataFrame. Calculating...\n"
-     ]
-    },
-    {
-     "data": {
-      "text/html": [
-       "\n",
-       "        <div style=\"border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;\">\n",
-       "            <h2>temperature and degradation: Scenario Analysis</h2>\n",
-       "            <p><strong>Path:</strong> <a href=\"file:///c:/Users/tford/dev/PVDegradationTools/tutorials_and_tools/tutorials_and_tools/pvd_job_temperature and degradation\" target=\"_blank\">c:\\Users\\tford\\dev\\PVDegradationTools\\tutorials_and_tools\\tutorials_and_tools\\pvd_job_temperature and degradation</a></p>\n",
-       "            <p><strong>GIDs:</strong> [1060699]</p>\n",
-       "            <p><strong>Email:</strong> user@mail.com</p>\n",
-       "            <p><strong>API Key:</strong> DEMO_KEY</p>\n",
-       "            <div>\n",
-       "                <h3>Results</h3>\n",
-       "                None\n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Pipeline</h3>\n",
-       "                <div>\n",
-       "            <div id=\"HKXVD\" onclick=\"toggleVisibility('pipeline_HKXVD')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_HKXVD\" style=\"color: #b676c2;\">►</span> \n",
-       "                    temperature, <span style=\"color: #b676c2;\">#HKXVD</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_HKXVD\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: temperature</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"cell_or_mod\": \"cell\"\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div id=\"JUBNK\" onclick=\"toggleVisibility('pipeline_JUBNK')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_JUBNK\" style=\"color: #b676c2;\">►</span> \n",
-       "                    vantHoff_deg, <span style=\"color: #b676c2;\">#JUBNK</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_JUBNK\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: vantHoff_deg</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"I_chamber\": 1000,\n",
-       "  \"temp_chamber\": 25\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div id=\"GLDTX\" onclick=\"toggleVisibility('pipeline_GLDTX')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_GLDTX\" style=\"color: #b676c2;\">►</span> \n",
-       "                    vantHoff_deg, <span style=\"color: #b676c2;\">#GLDTX</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_GLDTX\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: vantHoff_deg</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"I_chamber\": 1000,\n",
-       "  \"temp_chamber\": 30\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div id=\"DJFXB\" onclick=\"toggleVisibility('pipeline_DJFXB')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_pipeline_DJFXB\" style=\"color: #b676c2;\">►</span> \n",
-       "                    IwaVantHoff, <span style=\"color: #b676c2;\">#DJFXB</span>\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"pipeline_DJFXB\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p>Job: IwaVantHoff</p>\n",
-       "                <p>Parameters:</p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            </div>\n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Modules</h3>\n",
-       "                <div>\n",
-       "            <div onclick=\"toggleVisibility('module_0')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_0\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    sapm_1\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_0\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> open_rack_glass_polymer</p>\n",
-       "                <p><strong>Temperature Model:</strong> sapm</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"irrad_ref\": 1100\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 120,\n",
-       "  \"tilt\": 30\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div onclick=\"toggleVisibility('module_1')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_1\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    pvsyst_1\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_1\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> freestanding</p>\n",
-       "                <p><strong>Temperature Model:</strong> pvsyst</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"module_efficiency\": 0.15\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 180,\n",
-       "  \"tilt\": 0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div onclick=\"toggleVisibility('module_2')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_2\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    sapm_2\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_2\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> open_rack_glass_polymer</p>\n",
-       "                <p><strong>Temperature Model:</strong> sapm</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"irrad_ref\": 1000\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 120,\n",
-       "  \"tilt\": 30\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div onclick=\"toggleVisibility('module_3')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_3\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    sapm_3\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_3\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> open_rack_glass_polymer</p>\n",
-       "                <p><strong>Temperature Model:</strong> sapm</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"irrad_ref\": 1000\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 180,\n",
-       "  \"tilt\": 0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            \n",
-       "            <div onclick=\"toggleVisibility('module_4')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_module_4\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    pvsyst_2\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"module_4\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <p><strong>Racking:</strong> freestanding</p>\n",
-       "                <p><strong>Temperature Model:</strong> pvsyst</p>\n",
-       "                <p><strong>Material Parameters:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"alias\": \"EVA\",\n",
-       "  \"Fickian\": true,\n",
-       "  \"Ead\": 29.43,\n",
-       "  \"Do\": 0.13,\n",
-       "  \"Eas\": 32.31,\n",
-       "  \"So\": 87.8,\n",
-       "  \"Eap\": 61.74,\n",
-       "  \"Po\": 97900000000.0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Model Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"module_efficiency\": 0.2\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "                <p><strong>Irradiance Arguments:</strong></p>\n",
-       "                <div style=\"margin-left: 20px;\">\n",
-       "                    <pre>{\n",
-       "  \"azimuth\": 180,\n",
-       "  \"tilt\": 0\n",
-       "}</pre>\n",
-       "                </div>\n",
-       "            </div>\n",
-       "            </div>\n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Weather Data</h3>\n",
-       "                \n",
-       "            <div id=\"weather_data\" onclick=\"toggleVisibility('content_weather_data')\" style=\"cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;\">\n",
-       "                <h4 style=\"font-family: monospace; margin: 0;\">\n",
-       "                    <span id=\"arrow_content_weather_data\" style=\"color: #E6E6FA;\">►</span> \n",
-       "                    Weather Data\n",
-       "                </h4>\n",
-       "            </div>\n",
-       "            <div id=\"content_weather_data\" style=\"display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;\">\n",
-       "                <table border=\"1\" class=\"dataframe\">\n",
-       "  <thead>\n",
-       "    <tr style=\"text-align: right;\">\n",
-       "      <th></th>\n",
-       "      <th>Year</th>\n",
-       "      <th>Month</th>\n",
-       "      <th>Day</th>\n",
-       "      <th>Hour</th>\n",
-       "      <th>Minute</th>\n",
-       "      <th>dew_point</th>\n",
-       "      <th>dhi</th>\n",
-       "      <th>dni</th>\n",
-       "      <th>ghi</th>\n",
-       "      <th>albedo</th>\n",
-       "      <th>pressure</th>\n",
-       "      <th>temp_air</th>\n",
-       "      <th>wind_direction</th>\n",
-       "      <th>wind_speed</th>\n",
-       "      <th>relative_humidity</th>\n",
-       "    </tr>\n",
-       "  </thead>\n",
-       "  <tbody>\n",
-       "    <tr>\n",
-       "      <th>0</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>0</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>94.0</td>\n",
-       "      <td>6.4</td>\n",
-       "      <td>73.288965</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>1</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>21.0</td>\n",
-       "      <td>93.0</td>\n",
-       "      <td>6.1</td>\n",
-       "      <td>77.915158</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>2</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>2</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>21.0</td>\n",
-       "      <td>92.0</td>\n",
-       "      <td>5.9</td>\n",
-       "      <td>77.915158</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>3</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>3</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>21.0</td>\n",
-       "      <td>91.0</td>\n",
-       "      <td>5.6</td>\n",
-       "      <td>77.915158</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>4</th>\n",
-       "      <td>2005</td>\n",
-       "      <td>1</td>\n",
-       "      <td>1</td>\n",
-       "      <td>4</td>\n",
-       "      <td>30</td>\n",
-       "      <td>16.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>21.0</td>\n",
-       "      <td>89.0</td>\n",
-       "      <td>5.1</td>\n",
-       "      <td>73.11466</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>...</th>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "      <td>...</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8755</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>19</td>\n",
-       "      <td>30</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>86.0</td>\n",
-       "      <td>5.9</td>\n",
-       "      <td>78.062864</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8756</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>20</td>\n",
-       "      <td>30</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>88.0</td>\n",
-       "      <td>5.9</td>\n",
-       "      <td>78.062864</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8757</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>21</td>\n",
-       "      <td>30</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>90.0</td>\n",
-       "      <td>6.0</td>\n",
-       "      <td>78.062864</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8758</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>22</td>\n",
-       "      <td>30</td>\n",
-       "      <td>18.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>92.0</td>\n",
-       "      <td>6.2</td>\n",
-       "      <td>78.062864</td>\n",
-       "    </tr>\n",
-       "    <tr>\n",
-       "      <th>8759</th>\n",
-       "      <td>1999</td>\n",
-       "      <td>12</td>\n",
-       "      <td>31</td>\n",
-       "      <td>23</td>\n",
-       "      <td>30</td>\n",
-       "      <td>17.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.0</td>\n",
-       "      <td>0.1</td>\n",
-       "      <td>1020.0</td>\n",
-       "      <td>22.0</td>\n",
-       "      <td>94.0</td>\n",
-       "      <td>6.4</td>\n",
-       "      <td>73.288965</td>\n",
-       "    </tr>\n",
-       "  </tbody>\n",
-       "</table>\n",
-       "            </div>\n",
-       "            \n",
-       "            </div>\n",
-       "            <div>\n",
-       "                <h3>Meta Data</h3>\n",
-       "                {'Source': 'NSRDB', 'Location ID': '1060699', 'City': '-', 'State': '-', 'Country': '-', 'Dew Point Units': 'c', 'DHI Units': 'w/m2', 'DNI Units': 'w/m2', 'GHI Units': 'w/m2', 'Temperature Units': 'c', 'Pressure Units': 'mbar', 'Wind Direction Units': 'Degrees', 'Wind Speed Units': 'm/s', 'Surface Albedo Units': 'N/A', 'Version': '3.2.0', 'latitude': 25.77, 'longitude': -80.18, 'altitude': 0, 'tz': -5, 'wind_height': 2}\n",
-       "            </div>\n",
-       "        </div>\n",
-       "        <script>\n",
-       "            function toggleVisibility(id) {\n",
-       "                var content = document.getElementById(id);\n",
-       "                var arrow = document.getElementById('arrow_' + id);\n",
-       "                if (content.style.display === 'none') {\n",
-       "                    content.style.display = 'block';\n",
-       "                    arrow.innerHTML = '▼';\n",
-       "                } else {\n",
-       "                    content.style.display = 'none';\n",
-       "                    arrow.innerHTML = '►';\n",
-       "                }\n",
-       "            }\n",
-       "        </script>\n",
-       "        "
-      ],
-      "text/plain": [
-       "<IPython.core.display.HTML object>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "from pathlib import Path\n",
     "\n",

From 6ac352741ddf58fce36fa25fc79187628266df4f Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Wed, 13 Nov 2024 18:52:14 -0700
Subject: [PATCH 075/109] debug: add_material

---
 pvdeg/scenario.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index fe05bf5e..9ac7cf2d 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -325,7 +325,7 @@ def add_material(
             Eap=Eap,
             Po=Po,
             fickian=fickian,
-            fname="O2permeation.json",
+            fname=fname,
         )
         print("Material has been added.")
         print("To add the material as a module in your current scene, run .addModule()")

From 88d9732e9aa5fbb0e9a6e48afc44e05dac5758a2 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Thu, 14 Nov 2024 16:08:02 -0700
Subject: [PATCH 076/109] Geospatial Documentation and Drawings

---
 .../geospatial-details/ds_res-gid-shape.svg   |  10 +
 .../ds_res-gid-time-shape.svg                 |  10 +
 .../geospatial-analysis-horizontal.svg        |  10 +
 .../geospatial-analysis-vertical.svg          |  10 +
 .../geospatial-analysis.svg                   |  10 +
 .../user_guide/geospatial-details/meta_df.svg |  10 +
 .../multi-dimensional-outputs.svg             |  10 +
 .../geospatial-details/weatherCube.svg        |  10 +
 .../geospatial-details/weatherSheet.svg       |  10 +
 .../geospatial-details/weather_ds.svg         |  10 +
 .../user_guide/geospatial-templates.rst       |  40 ---
 docs/source/user_guide/geospatial.rst         | 305 ++++++++++++++++++
 docs/source/user_guide/index.rst              |   2 +-
 .../source/user_guide/meteorological-data.rst |  33 +-
 14 files changed, 438 insertions(+), 42 deletions(-)
 create mode 100644 docs/source/user_guide/geospatial-details/ds_res-gid-shape.svg
 create mode 100644 docs/source/user_guide/geospatial-details/ds_res-gid-time-shape.svg
 create mode 100644 docs/source/user_guide/geospatial-details/geospatial-analysis-horizontal.svg
 create mode 100644 docs/source/user_guide/geospatial-details/geospatial-analysis-vertical.svg
 create mode 100644 docs/source/user_guide/geospatial-details/geospatial-analysis.svg
 create mode 100644 docs/source/user_guide/geospatial-details/meta_df.svg
 create mode 100644 docs/source/user_guide/geospatial-details/multi-dimensional-outputs.svg
 create mode 100644 docs/source/user_guide/geospatial-details/weatherCube.svg
 create mode 100644 docs/source/user_guide/geospatial-details/weatherSheet.svg
 create mode 100644 docs/source/user_guide/geospatial-details/weather_ds.svg
 delete mode 100644 docs/source/user_guide/geospatial-templates.rst
 create mode 100644 docs/source/user_guide/geospatial.rst

diff --git a/docs/source/user_guide/geospatial-details/ds_res-gid-shape.svg b/docs/source/user_guide/geospatial-details/ds_res-gid-shape.svg
new file mode 100644
index 00000000..61bf52fe
--- /dev/null
+++ b/docs/source/user_guide/geospatial-details/ds_res-gid-shape.svg
@@ -0,0 +1,10 @@
+<svg version="1.1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 820.0271886025253 362.7724407277474" width="820.0271886025253" height="362.7724407277474">
+  <!-- svg-source:excalidraw -->
+  
+  <defs>
+    <style class="style-fonts">
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new file mode 100644
index 00000000..a6e6f75a
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new file mode 100644
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\ No newline at end of file
diff --git a/docs/source/user_guide/geospatial-details/weatherCube.svg b/docs/source/user_guide/geospatial-details/weatherCube.svg
new file mode 100644
index 00000000..31954545
--- /dev/null
+++ b/docs/source/user_guide/geospatial-details/weatherCube.svg
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diff --git a/docs/source/user_guide/geospatial-details/weatherSheet.svg b/docs/source/user_guide/geospatial-details/weatherSheet.svg
new file mode 100644
index 00000000..a494e827
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diff --git a/docs/source/user_guide/geospatial-details/weather_ds.svg b/docs/source/user_guide/geospatial-details/weather_ds.svg
new file mode 100644
index 00000000..952b465f
--- /dev/null
+++ b/docs/source/user_guide/geospatial-details/weather_ds.svg
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\ No newline at end of file
diff --git a/docs/source/user_guide/geospatial-templates.rst b/docs/source/user_guide/geospatial-templates.rst
deleted file mode 100644
index c19dead2..00000000
--- a/docs/source/user_guide/geospatial-templates.rst
+++ /dev/null
@@ -1,40 +0,0 @@
-.. _geospatial-templates:
-
-Geospatial Templates
-===================
-Using 3 dimensional labeled arrays (`Xarray`) we are able to run calculations using meteorological data across many points at once. This process has been parallelized using `dask` and `xarray`. Both of these packages can be run locally or on cloud HPC environments. 
-
-This presents a new issue, our models produce outputs in many different shapes and sizes. We can have single numerical results, multiple numeric results or a timeseries of numeric results at each location. To parallelize this process, we cannot wait until runtime to know what shape to store the outputs in. This is where the need for `templates` arises.
-
-Previously, ``pvdeg.geospatial`` provided minimal templates and forced users to create their own for each function they wanted to use in a geospatial calculation.
-
-Auto-templating: allows users to skip creating templates for most functions within pvdeg by using ``pvdeg.geospatial.autotemplate`` to generate templates on the spot, instead of figuring out the output shape. For any given function within the source code decorated with `geospatial_result_type`, we can use `pvdeg.geospatial.autotemplate`
-
-
-Example
---------
-
-Here we are providing a function to autotemplate along with an ``Xarray.Dataset`` of weather data. Combining these two will give us enough information to produce an output template.
-
-Autotemplate approach to creating a template
-
-.. code-block:: Python
-
-    edge_seal_template = pvdeg.geospatial.auto_template(
-        func=pvdeg.design.edge_seal_width,
-        ds_gids=geo_weather
-    )
-
-Manual Approach to Creating the Sample Template
-
-.. code-block:: Python
-
-    shapes = {
-        "width" : ("gid",) # one return value at each datapoint, only dependent on datapoint, not time
-    }
-
-    template = pvdeg.geospatial.output_template(
-        ds_gids=geo_weather, # xarray dataset 
-        shapes=shapes, # output shapes
-    )
-
diff --git a/docs/source/user_guide/geospatial.rst b/docs/source/user_guide/geospatial.rst
new file mode 100644
index 00000000..43f86846
--- /dev/null
+++ b/docs/source/user_guide/geospatial.rst
@@ -0,0 +1,305 @@
+.. _geospatial:
+
+Geospatial
+==========
+
+Geospatial data is time based data that maps to a location on Earth. PVDeg supports single site and geospatial analyses using meteorological and solar radiation data,
+such as Typical meteorological year (TMY) data. This can be used to extrapolate the perfomance of PV systems over many years beacause it is statistically representative of 
+weather conditions given a typical year. PVDeg collects an arbitrary amount of location specific meteorological and solar radiation data to run geospatial analyses.
+
+These datasets are multidimensional, with time and location as coordinates. These data come from :ref:`NSRDB` and :ref:`PVGIS` and can commonly be expressed in two ways.
+
+- three dimensions as a cube with coordinates ``time``, ``latitude``, and ``longitude``.
+- two dimensions as a sheet with coordinates ``time``, and ``location id`` (often represented as gid). Gid is a geospatial id, these are problematic and largely meaningless, see :ref:`GIDS`.
+
+.. image:: geospatial-details/weatherCube.svg
+    :width: 65%
+    :alt: multidimensional Meterological Solar Radiation data represented with dimensions time, latitude and longitude.
+
+.. image:: geospatial-details/weatherSheet.svg
+    :width: 50%
+    :alt: multidimensional Meterological Solar Radiation data represented with dimensions time, location id
+
+*The orange 3d shape and 2d band represent a single location's data, in the corresponding representation. This can be weather and solar radiation or other calculated results.*
+
+
+Geospatial Analysis
+-------------------
+
+To develop some intuition about what ``geospatial.analysis`` is doing lets examine the docstring. It says "applies a function to each gid of a weather dataset".
+This is a very simple message but it is not clear how this works at a cursory look. This is a powerful paradigm. 
+
+The most consequential part of the function is the mapping from the inputs to the output. The input and outputs are multi-dimensional and have a different number of dimensions.
+
+*The specific function applied is not relevant at this point, it does change the data-variable results in the multi-dimensional output but this is a different aspect of the analysis function.*
+This is explained in `Geospatial Templates`_
+
+.. autofunction:: pvdeg.geospatial.analysis
+
+Multi-dimensional inputs
+^^^^^^^^^^^^^^^^^^^^^^^^
+- ``weather_ds`` is an ``xarray.Dataset`` with coordinates/dimensions of ``time`` and ``gid``.
+- ``meta_df`` is a ``pandas.DataFrame`` consisting of a row of data, extracting a single row yeilds a dictionary with metadata attributes for the specific location.
+
+Looking at ``weather_ds``, we generally want to get one of the tall rectangles shown in the figure. To do this we only need to index by ``gid``. 
+This will get a "slice" that contains all of the weather data for that location for the length of the dataset (usually 1 year). 
+This slice is roughly equivalent to the weather ``pandas.DataFrame`` taken by ``pvdeg`` functions called ``weather_df``.
+
+.. image:: geospatial-details/weather_ds.svg
+    :width: 50%
+    :alt: 
+
+Looking at ``meta_df``, we want one of the wide rectangles shown in the figure. The dataframe is indexed by ``gid`` so we only need to index by a single ``gid``. 
+This will get a "row" that contains the gid's meta data, such as latitude, longitude, time zone, and elevation/altitude.
+This can be unpacked to the standard python dictionary (``dict``) taken by ``pvdeg`` functions called ``meta_dict``.
+
+.. image:: geospatial-details/meta_df.svg
+    :width: 50%
+    :alt: 
+
+In this context, gids serve purely as indexes, gid a in ``weather_ds`` coresponds to index a in ``meta_df``. No other information can be reliabily derived from gids.
+
+Multi-dimensional output
+^^^^^^^^^^^^^^^^^^^^^^^^
+
+- ``ds_res`` is a ``xarray.Dataset`` with coordinates/dimensions of ``time``, ``latitude``, and ``longitude`` or simply ``latitude`` and ``longitude`` as shown below. 
+
+Notice, ``ds_res`` is a multi-dimensional result similar to the inputs but it's shape can vary. The two standard appearances of ``ds_res`` are shown stacked on the right side of the figure below.
+
+The shape ``ds_res`` takes is determined by the provided function and template, ``func`` and ``template`` respectively. Oftentimes, ``template`` is not required because ``pvdeg`` 
+can automatically generate simple templates for commonly used builtin functions. 
+
+When a function returns a timeseries result then the result will look like the cube version of ``ds_res`` with a time axis shown below.
+If the function returns single numeric results such as averages of a timeseries value then there is no need for a ``time`` axis. So the result will look like the plane version of ``ds_res`` shown below.
+For more on this see `Geospatial Templates`_. 
+
+
+.. image:: geospatial-details/multi-dimensional-outputs.svg
+    :width: 100%
+    :alt:
+
+
+.. _GeospatialTemplates:
+Geospatial Templates
+---------------------
+Using multi-dimensional labeled arrays (``Xarray``) we are able to run calculations using meteorological data across many points at once. This process has been parallelized using `dask` and `xarray`. Both of these packages can be run locally or on cloud HPC environments. 
+
+This presents a new issue, our models produce outputs in many different shapes and sizes. We can have single numerical results, multiple numeric results or a timeseries of numeric results at each location. To parallelize this process, we cannot wait until runtime to know what shape to store the outputs in. This is where the need for `templates` arises.
+
+Previously, ``pvdeg.geospatial`` provided minimal templates and forced users to create their own for each function they wanted to use in a geospatial calculation. This is still an option via ``geospatial.output_template``.
+But many pvdeg functions do not require a template for geospatial analysis.
+
+Auto-templating: allows users to skip creating templates for most ``pvdeg`` functions. 
+It is integrated into ``geospatial.analysis``. If a function is defined with the ``@geospatial_quick_shape`` decorator in the source code, we can call ``geospatial.analysis`` without providing a template.
+The function responsible for this is called ``geospatial.auto_template`` and is exposed publicly to create templates outside of ``geospatial.analysis``.
+
+If a function cannot be auto-templated, both ``geospatial.analysis`` and ``geospatial.auto_template`` will raise the following error.
+
+.. code-block:: Python
+
+    "<function name> cannot be autotemplated. create a template manually"
+
+Auto-templating Example
+-----------------------
+
+The code below shows how to use auto-templating on a function implicitly. We simply call ``geospatial.analysis`` on a function that can be auto-templated and ``geospatial.analysis`` does the work for us.
+Note: *we do not need to provide a template to "analysis" if the function can be auto-templated*
+
+.. code-block:: Python
+
+    geo_res = pvdeg.geospatial.analysis(
+        weather_ds = geo_weather,
+        meta_df = geo_meta,
+        func = pvdeg.design.edge_seal_width,
+    )
+
+The code below shows the auto-templating process as the section above but this time we will explicitly call ``geospatial.auto_template`` and pass the generated template to ``geospatial.analysis``. 
+The approach above is more direct and thus preferable.
+
+.. code-block:: Python
+
+    edge_seal_template = pvdeg.geospatial.auto_template(
+        func=pvdeg.design.edge_seal_width,
+        ds_gids=geo_weather
+    )
+
+    geo_res = pvdeg.geospatial.analysis(
+        weather_ds = geo_weather,
+        meta_df = geo_meta,
+        func = pvdeg.design.edge_seal_width,
+        template = edge_seal_template,
+    )
+ 
+
+
+Manual Templating Example I
+---------------------
+
+Creating manual templates is one of the most complicated parts of ``pvdeg``. We will use ``geospatial.output_template`` to tell ``pvdeg`` how to go from the multi-dimensional inputs to a multi-dimensional output.
+We have do to this because the dimensions are chaning. Refer to the sketch in `Multi-dimensional output`_.
+
+Lets examine some functions, comprehensive examples are the best way to illustrate this process.
+
+We will start by creating templates for functions that support auto-templating. If you run the code below or use the auto-templating approches shown above, the result will be identical.
+
+A simple function that has auto-templating is ``pvdeg.standards.standoff``. The docstring is shown below.
+
+.. autofunction:: pvdeg.standards.standoff
+
+We can see that this will return single numeric outputs for various aspects of standoff height calculation for each location. We want the output to rely only on the input location.
+This is identified with an index, ``gid``. Since we have single numeric outputs, we do not want a time dimension. Borrowing from above, a simple sketch of the analysis output should look like the following.
+
+.. image:: geospatial-details/ds_res-gid-shape.svg
+    :width: 100%
+    :alt:
+
+The crux of this process is defining the shapes dictionary. As presented above, we only care about the ``gid`` axis on the input so the process for creating a template and running the analysis with it will be as follows.
+The keys in the dictionary are named after the return values of the desired function. See the docstring for evidence of this. The values is a tuple of the dimensions that we map to in the output.
+
+.. code-block:: Python
+
+    shapes = {
+        "x": ("gid",),
+        "T98_inf": ("gid",),
+        "T98_0": ("gid",),
+    }
+
+*Note: the tuples appear with a comma after the string, such that ("gid",) NOT ("gid"). This is because python will interpret the string as an group of characters to unpack if we do not
+enforce the tuple requirement. Adding a comma forces python to interpret the parenthesis as a tuple*
+
+Next, we will create a template using this shapes dictionary and the ``weather_ds``. The parameters may be misleadly named as ``ds_gids`` but this is the same as ``weather_ds`` in ``geospatial.analysis``.  
+
+``geo_weather`` and ``geo_meta`` are placeholders for the geospatial weather and metadata that we would generally have in this scenario. It is not possible to generate an output template without providing the 
+geospatial weather data beacause the function needs to know how many entries it needs to make along the ``gid`` axis in this case.
+
+.. code-block:: Python
+
+    standoff_template = pvdeg.geospatial.output_template(
+        ds_gids=geo_weather, # geospatial xarray dataset 
+        shapes=shapes, # output shapes defined above
+    )
+
+    geo_res = pvdeg.geospatial.analysis(
+        weather_ds = geo_weather, # geospatial xarray dataset
+        meta_df = geo_meta, # geospatial metadata dataframe
+        func = pvdeg.standards.standoff,
+        template = standoff_template # template created in this example
+    )
+
+
+Manual Templating Example II
+-----------------------------
+Another function we can look at that supports auto-templating is ``pvdeg.humidity.module``. This calculates module humidity parameters over a timeseries. This is where we diverge from the previous example.
+Inspect the docstring below and look at the return types, notice this will be a timeseries result.
+
+.. autofunction:: pvdeg.humidity.module
+
+Now we will define the shapes dictionary, the output will be a mapping from the input dimensions of ``gid`` and ``time`` so both of these will appear in our ``shapes`` value tuples. 
+Thus our output will have a time axis and show look like the ``ds_res`` as a cube with the time axis as shown below. 
+
+.. image:: geospatial-details/ds_res-gid-time-shape.svg
+    :width: 100%
+    :alt:
+
+This is an oversimplification but each column in the cube represets a ``pandas.DataFrame`` result with columns represeting each return value and a ``pd.DatetimeIndex``. The columns will be named as follows.
+
+- "RH_surface_outside"
+- "RH_front_encap"
+- "RH_back_encap"
+- "RH_backsheet"
+
+The docstring does not give us that much useful information about the results so we can run it on a single location and get the column names or dict keys then these will become our shape names.
+This is not ideal but simply running at a single site before a geospatial calculation can yield useful context. ``geospatial.analysis`` error messages are oftentimes clear. 
+This is a result of dask, lazy-computing and confusing higher dimensional datasets.
+
+.. code-block:: Python
+
+    shapes = {
+        "RH_surface_outside": ("gid", "time"),
+        "RH_front_encap": ("gid", "time"),
+        "RH_back_encap": ("gid", "time"),
+        "RH_backsheet": ("gid", "time"),
+    }
+
+This shapes dictionary is valid, so we can pass it to ``geospatial.output_template`` as in the above example and run the analysis.
+
+.. code-block:: Python
+
+    module_humidity_template = pvdeg.geospatial.output_template(
+        ds_gids=geo_weather, # geospatial xarray dataset 
+        shapes=shapes, # output shapes defined above
+    )
+
+    geo_res = pvdeg.geospatial.analysis(
+        weather_ds = geo_weather, # geospatial xarray dataset
+        meta_df = geo_meta, # geospatial metadata dataframe
+        func = pvdeg.module.humidity,
+        template =  module_humidity_template # template created in this example
+    )
+
+
+Manual Templating Example III
+-----------------------------
+Last, lets look at another example. This one will be abridged as it covers the same topic as `Manual Templating Example II`_.
+
+This time consider ``pvdeg.letid.calc_letid_outdoors``. Lets inspect the docstring to see what the return values look like.
+
+.. autofunction:: pvdeg.letid.calc_letid_outdoors
+
+Once again we can see that the output shapes are obscured. It just says we are returning a ``pandas.DataFrame`` called timesteps. This is not helpful.
+We will have to run the function at a single location to see what the column names are. 
+
+Assuming we ran ``pvdeg.letid.calc_letid_outdoors`` at a single site we would see that the DataFrame columns are named as follows.
+
+- "Temperature"
+- "Injection"
+- "NA"
+- "NB"
+- "NC"
+- "tau"
+- "Jsc"
+- "Voc"
+- "Isc"
+- "FF"
+- "Pmp"
+- "Pmp_norm"
+
+.. image:: geospatial-details/ds_res-gid-time-shape.svg
+    :width: 100%
+    :alt:
+
+Because we know the function returns a ``pandas.DataFrame`` with a time index, all of the columns will have entries at each timestep. This means that we need to include, the ``time`` dimension in our output.
+The shapes dictionary will look like the following. For visual assistance, refer to the cube shaped ``ds_res`` sketch.
+
+.. code-block:: Python
+
+    shapes = {
+        "Temperature": ("gid", "time"),
+        "Injection": ("gid", "time"),
+        "NA": ("gid", "time"),
+        "NB": ("gid", "time"),
+        "NC": ("gid", "time"),
+        "tau": ("gid", "time"),
+        "Jsc": ("gid", "time"),
+        "Voc": ("gid", "time"),
+        "Isc": ("gid", "time"),
+        "FF": ("gid", "time"),
+        "Pmp": ("gid", "time"),
+        "Pmp_norm": ("gid", "time"),
+    }
+
+Now we have defined shapes, as above we can simply pass it to ``geospatial.output_template`` and use the generated template in our analysis.
+
+.. code-block:: Python
+
+    letid_template = pvdeg.geospatial.output_template(
+        ds_gids=geo_weather, # geospatial xarray dataset 
+        shapes=shapes, # output shapes defined above
+    )
+
+    geo_res = pvdeg.geospatial.analysis(
+        weather_ds = geo_weather, # geospatial xarray dataset
+        meta_df = geo_meta, # geospatial metadata dataframe
+        func = pvdeg.letid.calc_letid_outdoors
+        template =  letid_template # template created in this example
+    )
\ No newline at end of file
diff --git a/docs/source/user_guide/index.rst b/docs/source/user_guide/index.rst
index e06aed43..44bdaa71 100644
--- a/docs/source/user_guide/index.rst
+++ b/docs/source/user_guide/index.rst
@@ -11,7 +11,7 @@ User Guide
    meteorological-data
    NSRDB_API_Key
    montecarlo
-   geospatial-templates
+   geospatial
    pv-variables-terms
    contributing
    
diff --git a/docs/source/user_guide/meteorological-data.rst b/docs/source/user_guide/meteorological-data.rst
index ca29350e..46cbc095 100644
--- a/docs/source/user_guide/meteorological-data.rst
+++ b/docs/source/user_guide/meteorological-data.rst
@@ -9,6 +9,7 @@ PVDeg seeks to automate the tedious parts of degradation analysis by providing s
 The PVDeg tutorials and examples use two datasets, `NSRDB`_ and `PVGIS`_. These are serially complete data including meteorological data and solar radiation (irradiance) measurements.
 The methodology for these datasets varies but both are gridded geospatial datasets with similar attributes.
 
+.. _NSRDB:
 NSRDB 
 ------
 The NSRDB is produced by NREL and combines multiple datasets but we are most concerned with `Physical Solar Model 3 (PSM3) <https://developer.nrel.gov/docs/solar/nsrdb/psm3-2-2-download/>`_. This data was generated using satellite data from multiple channels to derive cloud 
@@ -31,6 +32,8 @@ NSRDB data are seperated by satellite/model source. Each dataset is shown below,
 
 `<https://nsrdb.nrel.gov/about/what-is-the-nsrdb>`_
 
+
+.. _PVGIS:
 PVGIS
 ------
 `PVGIS`_ is the European counterpart of the `NSRDB`_. The data was sourced similarly. With PVGIS we are most concerned with a `typical meteorological year <https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-tools/pvgis-typical-meteorological-year-tmy-generator_en>`_.
@@ -55,4 +58,32 @@ Sources for PVGIS 5.3
 
 `<https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-releases/pvgis-53_en>`_ 
 
-**demonstrations of ``weather.get`` for each type**
\ No newline at end of file
+.. _GIDS:
+Issues with Gids
+----------------
+
+"Gids", plural or "gid" singular refer to a geospatial id. This is where the simplicity ends because gids are largely meaningless.
+
+When using ``pvdeg.weather.get`` to grab PVGIS data as follows. We will get a gid back but it will always be the same because PVGIS gids are meaningless. The gids created during this process only serve as indexes.
+
+.. code-block:: Python
+
+    weather_df, meta_df = pvdeg.weather.get(
+        database="PVGIS",
+        id = (<lat>, <lon>),
+    )
+
+
+When using the NSRDB PSM3 dataset, gids are unique only to their satellite. Because of this, gids can only be treated as unique if we can guarantee only one satellite source is being utilized. 
+This is possible but causes headaches.
+
+.. code-block:: Python
+
+    weather_df, meta_df = pvdeg.weather.get(
+        database="PSM3",
+        id = (<lat>, <lon>),
+        email = <myemail>,
+        api_key = <api_key>,
+    )
+
+Takeaway: gids are not unique or necessarily meaningful, be careful when using them. Duplicate gids can exist in geospatial data and will be loaded using Xarray without raising an error.
\ No newline at end of file

From 13d186c4a38785ec430d351adc52701d79a400f1 Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Tue, 19 Nov 2024 10:42:53 -0700
Subject: [PATCH 077/109] materials access and remove pvgis image

---
 docs/source/user_guide/index.rst              |   1 +
 docs/source/user_guide/materials.rst          | 107 ++++++++++++++++++
 .../meteorological-data-details/pvgis-52.png  | Bin 267292 -> 0 bytes
 .../meteorological-data-details/pvgis-53.png  | Bin 72672 -> 0 bytes
 .../source/user_guide/meteorological-data.rst |  17 +--
 5 files changed, 112 insertions(+), 13 deletions(-)
 create mode 100644 docs/source/user_guide/materials.rst
 delete mode 100644 docs/source/user_guide/meteorological-data-details/pvgis-52.png
 delete mode 100644 docs/source/user_guide/meteorological-data-details/pvgis-53.png

diff --git a/docs/source/user_guide/index.rst b/docs/source/user_guide/index.rst
index 44bdaa71..40d06657 100644
--- a/docs/source/user_guide/index.rst
+++ b/docs/source/user_guide/index.rst
@@ -12,6 +12,7 @@ User Guide
    NSRDB_API_Key
    montecarlo
    geospatial
+   materials
    pv-variables-terms
    contributing
    
diff --git a/docs/source/user_guide/materials.rst b/docs/source/user_guide/materials.rst
new file mode 100644
index 00000000..c81fa0e8
--- /dev/null
+++ b/docs/source/user_guide/materials.rst
@@ -0,0 +1,107 @@
+.. materials::
+
+Materials Storage and Access
+============================
+
+PVDeg contains a library of material parameters suitable for estimating the durability of materials and components.
+
+
+These material parameters and other relevant information sit in a directiory at ``PVDegradationTools/pvdeg/data``. 
+
+This location can be quickly accessed through a special variable as shown below.
+
+.. code-block:: Python
+
+    import pvdeg
+
+    file_path = os.path.join(pvdeg.DATA_DIR, <file-to-access.ext>)
+
+.. code-block:: Python
+
+    from pvdeg import DATA_DIR
+
+    file_path = os.path.join(DATA_DIR, <file-to-access.ext>)
+
+File Organization
+------------------------------------
+There are many files in this directory. We will generally be interested in one of the following files.
+
+
+- `AApermeation.json <AApermeation_>`_ (acetic acid permeation parameters)
+- `H2Opermeation.json <H2Opermeation_>`_ (water permeation parameters)
+- `O2permeation.json <O2permeation_>`_ (oxygen permeation parameters)
+- kinetic_parameters.json (letid/bolid parameters)
+- DegradationDatabase.json (degredation models)
+
+Material Parameters
+------------------------------------
+Each of the material permeation parameters files above is a json indexed by arbitrary names.
+These are not a mapping of material names or aliases and are not consistent across the three files below.
+
+- `AApermeation.json <AApermeation_>`_ (acetic acid permeation parameters)
+- `H2Opermeation.json <H2Opermeation_>`_ (water permeation parameters)
+- `O2permeation.json <O2permeation_>`_ (oxygen permeation parameters)
+
+Accessing Material Parameters
+-----------------------------
+
+PVDeg provides convenience methods/functions to access material parameters. ``pvdeg.utilities.read_material`` is the simplest way to access material parameters. We will also show a sample use.
+
+.. autofunction:: pvdeg.utilities.read_material
+
+.. code-block:: Python
+
+    material_dict = pvdeg.utilities.read_material(
+        pvdeg_file = "AApermeation",
+        key = "AA001",
+    )
+
+.. code-block:: Python
+
+    material_dict = pvdeg.utilities.read_material(
+        pvdeg_file = "H2Opermeation",
+        key = "W003",
+    )
+
+
+The result of both of these functions will be a dictionary that looks like the following. The keys may vary depending on the structure of the json but this is the general idea.
+
+.. code-block:: Python
+
+    {
+		"name": string,
+		"alias": string,
+		"contributor": string,
+		"source": string,
+		"Fickian": bool,
+		"Ead": numeric,
+		"Do": numeric,
+		"Eas": numeric,
+		"So": numeric,
+		"Eap": numeric,
+		"Po": numeric 
+    }
+
+There are also convenience functions to view and search jsons in jupyter notebooks called ``pvdeg.utilities.display_json`` and ``pvdeg.utilities.search_json``.
+
+
+.. _AApermeation:
+
+AApermeation
+~~~~~~~~~~~~
+.. literalinclude:: ../../../pvdeg/data/AApermeation.json
+    :language: json
+
+.. _H2Opermeation:
+
+H2Opermeation
+~~~~~~~~~~~~
+.. literalinclude:: ../../../pvdeg/data/H2Opermeation.json
+    :language: json
+
+.. _O2permeation:
+
+O2permeation
+~~~~~~~~~~~~
+.. literalinclude:: ../../../pvdeg/data/O2permeation.json
+    :language: json
\ No newline at end of file
diff --git a/docs/source/user_guide/meteorological-data-details/pvgis-52.png b/docs/source/user_guide/meteorological-data-details/pvgis-52.png
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diff --git a/docs/source/user_guide/meteorological-data.rst b/docs/source/user_guide/meteorological-data.rst
index 46cbc095..6132a119 100644
--- a/docs/source/user_guide/meteorological-data.rst
+++ b/docs/source/user_guide/meteorological-data.rst
@@ -1,4 +1,4 @@
-.. _meteorological-data.rst:
+.. _meteorological-data:
 
 Meterological Data
 ==================
@@ -44,19 +44,10 @@ PVGIS is free to use and does NOT require an api-key. It has a rate limit of 30
 The PVDeg tutorials and examples use two datasets, `NSRDB`_ and `PVGIS`_. These are serially complete data including meteorological data and solar radiation (irradiance) measurements.
 The methodology for these datasets varies but both are gridded geospatial datasets with similar attributes.
 
-PVGIS data are seperated by satellite/model source. Each satellite source for PVGIS 5.2 is shown below.
+PVGIS data are seperated by satellite/model source. Visit the links below for more information about the datasets.
 
-.. image::  meteorological-data-details/pvgis-52.png
-    :alt: PVGIS 5.2 satellite sources, image missing
-
-`<https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-releases/pvgis-52_en>`_
-
-Sources for PVGIS 5.3
-
-.. image::  meteorological-data-details/pvgis-53.png
-    :alt: PVGIS 5.3 satellite sources, image missing
-
-`<https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-releases/pvgis-53_en>`_ 
+- `PVGIS 5.2 <https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-releases/pvgis-52_en>`_
+- `PVGIS 5.3 <https://joint-research-centre.ec.europa.eu/photovoltaic-geographical-information-system-pvgis/pvgis-releases/pvgis-53_en>`_ 
 
 .. _GIDS:
 Issues with Gids

From c905a173ad18458e3a2f40a36343f2d340417a8e Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Tue, 19 Nov 2024 10:48:08 -0700
Subject: [PATCH 078/109] whatsnew updated

---
 docs/source/whatsnew/index.rst           |  1 +
 docs/source/whatsnew/releases/v0.4.4.rst | 11 +++++++++++
 2 files changed, 12 insertions(+)
 create mode 100644 docs/source/whatsnew/releases/v0.4.4.rst

diff --git a/docs/source/whatsnew/index.rst b/docs/source/whatsnew/index.rst
index 8298a18d..d5b2f041 100644
--- a/docs/source/whatsnew/index.rst
+++ b/docs/source/whatsnew/index.rst
@@ -4,6 +4,7 @@ What's New
 ==========
 PVDegradationTools (pvdeg) change log:
 
+.. include:: releases/v0.4.4.rst
 .. include:: releases/v0.4.3.rst
 .. include:: releases/v0.4.2.rst
 .. include:: releases/v0.4.1.rst
diff --git a/docs/source/whatsnew/releases/v0.4.4.rst b/docs/source/whatsnew/releases/v0.4.4.rst
new file mode 100644
index 00000000..23fe0842
--- /dev/null
+++ b/docs/source/whatsnew/releases/v0.4.4.rst
@@ -0,0 +1,11 @@
+v0.4.4 (2024-11-19)
+===================
+
+Enhancements
+------------
+Documenation overhaul. Significant ``User Guide`` improvements. Added geospatial information with visual aids, added meteorological data page and materials access page.
+Suite of utility functions to facilitate accessing material parameter json files.
+
+Contributors
+-----------
+* Tobin Ford (:ghuser:`tobin-ford`)
\ No newline at end of file

From ee053051b5c13ddfe4ed4850670fdc2bc14a3d11 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Tue, 19 Nov 2024 19:33:43 -0700
Subject: [PATCH 079/109] geospatial ground irradiance

---
 pvdeg/data/inspireInstance.pkl                | Bin 0 -> 1928156 bytes
 pvdeg/geospatial.py                           |  71 +-
 pvdeg/pysam.py                                |  80 +-
 pvdeg/temperature.py                          |  40 +-
 scripts/pysam_america.ipynb                   | 709 ++++++++++++++++++
 .../tutorials_and_tools/PYSam.ipynb           |  24 +-
 6 files changed, 888 insertions(+), 36 deletions(-)
 create mode 100644 pvdeg/data/inspireInstance.pkl
 create mode 100644 scripts/pysam_america.ipynb

diff --git a/pvdeg/data/inspireInstance.pkl b/pvdeg/data/inspireInstance.pkl
new file mode 100644
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diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index 853907d6..0b4b52e3 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -7,8 +7,10 @@
     humidity,
     letid,
     utilities,
+    pysam,
 )
 
+
 import xarray as xr
 import dask.array as da
 import pandas as pd
@@ -27,6 +29,8 @@
 from typing import Tuple
 from shapely import LineString, MultiLineString
 
+# {var: (dim, da.empty([dims_size[d] for d in dim]), attrs.get(var)) for var, dim in shapes.items()}
+
 def start_dask(hpc=None):
     """
     Starts a dask cluster for parallel processing.
@@ -88,8 +92,31 @@ def start_dask(hpc=None):
 
     return client
 
+def _ds_from_arbitrary(res, func):
+    """
+    Convert an arbitrary return type to xarray.Dataset. 
+    """
+
+    if isinstance(res, pysam.inspirePysamReturn):
+        return pysam._handle_pysam_return(res)
+    # add more conditionals if we have special cases 
+    # or add general case for mixed return dimensions: HARD
+    
+    # handles collections with elements of same shapes
+    df = _df_from_arbitrary(res=res, func=func)
+    ds = xr.Dataset.from_dataframe(df)
+
+    if not df.index.name:
+        ds = ds.isel(index=0, drop=True)
+
+    return ds
+
 
 def _df_from_arbitrary(res, func):
+    """
+    Convert an arbitrary return type to dataframe.
+    Results must be of similar shape currently. Either all numerics or all timeseries.
+    """
     numerics = (int, float, np.number)
     arrays = (np.ndarray, pd.Series)
 
@@ -102,12 +129,13 @@ def _df_from_arbitrary(res, func):
     elif isinstance(res, tuple) and all(isinstance(item, numerics) for item in res):
         return pd.DataFrame([res])
     elif isinstance(res, tuple) and all(isinstance(item, arrays) for item in res):
+        # add check for same size, raise value error otherwise
         return pd.concat(
             res, axis=1
         )  # they must all be the same length here or this will error out
     else:
         raise NotImplementedError(
-            f"function return type: {type(res)} not available for geospatial analysis yet."
+            f"function return type: {type(res)} not available for geospatial analysis yet. This could be result of mismatched coordinates of outputs. EX. tuple(dataframe, int)."
         )
 
 
@@ -137,20 +165,15 @@ def calc_gid(ds_gid, meta_gid, func, **kwargs):
     if type(meta_gid["latitude"]) == dict:
         meta_gid = utilities.fix_metadata(meta_gid)
 
-    df_weather = (
-        ds_gid.to_dataframe()
-    )  # set time index here? is there any reason the weather shouldn't always have only pd.datetime index? @ martin?
+    # set time index here? is there any reason the weather shouldn't always have only pd.datetime index? @ martin?
+    df_weather = ds_gid.to_dataframe()  
     if isinstance(
         df_weather.index, pd.MultiIndex
     ):  # check for multiindex and convert to just time index, don't know what was causing this
         df_weather = df_weather.reset_index().set_index("time")
 
     res = func(weather_df=df_weather, meta=meta_gid, **kwargs)
-    df_res = _df_from_arbitrary(res, func)  # convert all return types to dataframe
-    ds_res = xr.Dataset.from_dataframe(df_res)
-
-    if not df_res.index.name:
-        ds_res = ds_res.isel(index=0, drop=True)
+    ds_res = _ds_from_arbitrary(res, func)
 
     return ds_res
 
@@ -268,17 +291,39 @@ def output_template(
     dims = set([d for dim in shapes.values() for d in dim])
     dims_size = dict(ds_gids.sizes) | add_dims
 
+    # we need to properly add the dimensions
+    # can we redo with dictionary comprehension
+    # best approach @martin?
+    coords = {}
+    for dim in dims:
+        if dim in ds_gids:
+            coords[dim] = ds_gids[dim]
+        elif dim in add_dims:
+            coords[dim] = np.arange(dims_size[dim]) # i dont like this
+        else:
+            raise ValueError(f"dim: {dim} not in ds_gids or add_dims")
+
+
     output_template = xr.Dataset(
         data_vars={
             var: (dim, da.empty([dims_size[d] for d in dim]), attrs.get(var)) # this will produce a dask array with 1 chunk of the same size as the input
             for var, dim in shapes.items()
         },
-        coords={dim: ds_gids[dim] for dim in dims},
+        # moved as part of the above changes
+        # coords={dim: ds_gids[dim] for dim in dims},
+        coords=coords,
         attrs=global_attrs,
     ) 
-    
-    if ds_gids.chunks: # chunk to match input
-        output_template = output_template.chunk({dim: ds_gids.chunks[dim] for dim in dims})
+
+    # chunk to match input
+    if ds_gids.chunks: 
+        output_template = output_template.chunk(
+            {   
+                dim: ds_gids.chunks[dim] 
+                for dim in dims
+                if dim in ds_gids
+            }   # only chunk dimensions existing in the input
+        )
 
     return output_template
 
diff --git a/pvdeg/pysam.py b/pvdeg/pysam.py
index d2900336..f47558db 100644
--- a/pvdeg/pysam.py
+++ b/pvdeg/pysam.py
@@ -1,5 +1,11 @@
+""" 
+Pysam Integration for pvdeg, supports single site and geospatial calculations.
+Produced to support Inspire Agrivoltaics: https://openei.org/wiki/InSPIRE
+"""
+
 import dask.dataframe as dd
 import pandas as pd
+import pickle
 import json
 import sys
 import os
@@ -14,6 +20,7 @@
 from pvdeg import (
     weather,
     utilities,
+    DATA_DIR
 )
 
 def vertical_POA(
@@ -316,7 +323,7 @@ def pysam(
 
     # Duplicate Columns in the dataframe seem to cause this issue
     # Error (-4) converting nested tuple 0 into row in matrix.
-    pysam_model.SolarResource.solar_resource_data = solar_resource 
+    pysam_model.SolarResource.solar_resource_data = sr 
     pysam_model.execute()
     outputs = pysam_model.Outputs.export()
 
@@ -359,11 +366,51 @@ def pysam_hourly_trivial(weather_df, meta):
 
     return outputs
 
+# required to safely unpack results during geospatial.analysis
+class inspirePysamReturn():
+    def __init__(self, annual_poa, ground_irradiance, timeseries_index):
+        self.annual_poa = annual_poa
+        self.ground_irradiance = ground_irradiance
+        self.timeseries_index = timeseries_index
+
+
+# rename?
+import xarray as xr
+def _handle_pysam_return(pysam_res : inspirePysamReturn) -> xr.Dataset:
+    """Handle a pysam return object and transform it to an xarray"""
+
+    import dask.array as da
+    import numpy as np
+
+    # redo this using numba?
+    ground_irradiance_values = da.from_array([row[1:] for row in pysam_res.ground_irradiance[1:]])
+
+    single_location_ds = xr.Dataset(
+        data_vars={
+            "annual_poa" : pysam_res.annual_poa, # scalar variable
+            "ground_irradiance" : (("time", "distance"), ground_irradiance_values)
+        },
+        coords={
+            # "time" : np.arange(17520), # this will probably break because of the values assigned here, should be a pd.datetimeindex instead
+            "time" : pysam_res.timeseries_index,
+            # "distance" : np.array(pysam_res.ground_irradiance[0][1:])
+            "distance" : np.arange(10), # this matches the dimension axis of the output_temlate dataset
+        }
+    ) 
+
+    return single_location_ds
+
+
 # annual_poa_nom, annual_poa_front, annual_poa_rear, poa_nom, poa_front, or poa_rear
-# TODO: add config file
+# TODO: add config file, multiple config files.
 def inspire_ground_irradiance(weather_df, meta):
     """
     Get ground irradiance array and annual poa irradiance for a given point using pvsamv1
+
+    Returns
+    --------
+    result : inspirePysamReturn
+        returns an custom class object so we can unpack it later.
     """
 
     sr = solar_resource_dict(weather_df=weather_df, meta=meta)
@@ -373,13 +420,25 @@ def inspire_ground_irradiance(weather_df, meta):
     model.execute()
     outputs = model.Outputs.export()
 
-    # we only want these two
+    outputs = pysam(
+        weather_df = weather_df,
+        meta = meta,
+        pv_model = "pysamv1",
+        pv_model_default = "FlatPlatePVCommercial", # should use config file instead
+        results = ["subarray1_ground_rear_spatial", "annual_poa_front"],
+    )
+
+    # these will be of very different shapes
+    # annual_poa_front is a single numeric
+    # subarray1_ground_rear_spatial is a 2d result
 
-    inspire_res = {}
-    inspire_res["subarray1_ground_rear_spatial"] = outputs["subarray1_ground_rear_spatial"]
-    inspire_res["annual_poa_front"] = outputs["annual_poa_front"]
+    result = inspirePysamReturn(
+            ground_irradiance = outputs["subarray1_ground_rear_spatial"],
+            annual_poa = outputs["annual_poa_front"],
+            timeseries_index=weather_df.index,
+        )
 
-    return inspire_res
+    return result
 
 def solar_resource_dict(weather_df, meta):
     """
@@ -409,3 +468,10 @@ def solar_resource_dict(weather_df, meta):
     }
 
     return sr 
+
+def sample_pysam_result(weather_df, meta): # throw weather, meta away
+    """returns a sample inspirePysamReturn"""
+    with open(os.path.join(DATA_DIR,"inspireInstance.pkl"), "rb") as file:
+        inspireInstance = pickle.load(file)
+
+    return inspireInstance
\ No newline at end of file
diff --git a/pvdeg/temperature.py b/pvdeg/temperature.py
index d5d4b5e9..a5b945bb 100644
--- a/pvdeg/temperature.py
+++ b/pvdeg/temperature.py
@@ -24,23 +24,23 @@ def map_model(temp_model: str, cell_or_mod: str) -> callable:
 
     # double check that models are in correct maps
     module = {  # only module
-        "sapm": pvlib.temperature.sapm_module,
-        "sapm_mod": pvlib.temperature.sapm_module,
+        "sapm"          : pvlib.temperature.sapm_module,
+        "sapm_mod"      : pvlib.temperature.sapm_module,
     }
 
     cell = {  # only cell
-        "sapm": pvlib.temperature.sapm_cell,
-        "sapm_cell": pvlib.temperature.sapm_cell,
-        "pvsyst": pvlib.temperature.pvsyst_cell,
-        "ross": pvlib.temperature.ross,
-        "noct_sam": pvlib.temperature.noct_sam,
+        "sapm"          : pvlib.temperature.sapm_cell,
+        "sapm_cell"     : pvlib.temperature.sapm_cell,
+        "pvsyst"        : pvlib.temperature.pvsyst_cell,
+        "ross"          : pvlib.temperature.ross,
+        "noct_sam"      : pvlib.temperature.noct_sam,
         "generic_linear": pvlib.temperature.generic_linear,
     }
 
     agnostic = {  # module or cell
-        "faiman": pvlib.temperature.faiman,
-        "faiman_rad": pvlib.temperature.faiman_rad,
-        "fuentes": pvlib.temperature.fuentes,
+        "faiman"        : pvlib.temperature.faiman,
+        "faiman_rad"    : pvlib.temperature.faiman_rad,
+        "fuentes"       : pvlib.temperature.fuentes,
     }
 
     super_map = {"module": module, "cell": cell}
@@ -409,3 +409,23 @@ def temperature(
     temperature = func(**model_args)
 
     return temperature
+
+def _mixed_res(weather_df, meta):
+    """
+    geospatial test function. returns have mixed dimensions. the first is a timeseries, the second is a float.
+    This function is meant to discover problems with geospatial.analysis and its subroutines.
+
+    .. code_block : Python 
+
+        Shapes = {
+            "temperatures" : ("gid", "time"),
+            "avg_temp" : ("gid", ),
+        }
+    """
+
+    timeseries_df = pd.DataFrame(pvdeg.temperature.module(weather_df, meta))
+    avg_temp = timeseries_df[0].mean()
+
+    # now we have this problem. how can we run this
+    # return {'temperatures' : timeseries_df, 'avg_temp' : avg_temp}
+    return timeseries_df, avg_temp
diff --git a/scripts/pysam_america.ipynb b/scripts/pysam_america.ipynb
new file mode 100644
index 00000000..c83cb3e3
--- /dev/null
+++ b/scripts/pysam_america.ipynb
@@ -0,0 +1,709 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "from pvdeg.geospatial import output_template\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "import numpy as np\n",
+    "\n",
+    "import pandas as pd\n",
+    "import xarray as xr\n",
+    "import dask.array as da\n",
+    "import pickle"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
+    "\n",
+    "locationGetter.addLocation(country=\"United States\", downsample_factor=80)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "locationGetter.plot_coords()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_weather, geo_meta = locationGetter.geospatial_data()\n",
+    "\n",
+    "geo_meta = geo_meta[geo_meta['state'] != \"Alaska\"]\n",
+    "geo_weather = geo_weather.sel(gid=geo_meta.index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "shapes = {\n",
+    "    \"annual_poa\" : (\"gid\",),\n",
+    "    \"ground_irradiance\" : (\"gid\", \"time\", \"distance\")\n",
+    "}\n",
+    "\n",
+    "template = pvdeg.geospatial.output_template(\n",
+    "    ds_gids = geo_weather,\n",
+    "    shapes = shapes,\n",
+    "    add_dims={\"distance\" : 10}, # this will autogenerate a range of length 10 for the coordinate axis\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pysam_fake_res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds = geo_weather,\n",
+    "    meta_df = geo_meta,\n",
+    "    func = pvdeg.pysam.sample_pysam_result, # this doesnt actually calculate using pysam, returns duplicate saved pysam sim value each time it is called\n",
+    "    template = template,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
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+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
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+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
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+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
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+       "\n",
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+       "  grid-column: 1;\n",
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+       "  grid-column: 2;\n",
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+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
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+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
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+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 45MB\n",
+       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa         (latitude, longitude) float64 256B nan nan ... nan nan\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB dask.array&lt;chunksize=(17520, 10, 1, 8), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c41075ed-7a7d-40e1-aaf2-da6bd2528985' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c41075ed-7a7d-40e1-aaf2-da6bd2528985' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 4</li><li><span class='xr-has-index'>longitude</span>: 8</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-f2b8b3b2-7bf5-4242-9905-c64123c82f8a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f2b8b3b2-7bf5-4242-9905-c64123c82f8a' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>28.13 34.53 40.93 47.33</div><input id='attrs-ff612474-2c85-4f34-8a80-e64fcd7173d2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ff612474-2c85-4f34-8a80-e64fcd7173d2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e871837e-eb41-48eb-a85a-03f0f2cc23d6' class='xr-var-data-in' type='checkbox'><label for='data-e871837e-eb41-48eb-a85a-03f0f2cc23d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([28.13, 34.53, 40.93, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-119.1 -112.7 ... -80.74 -74.34</div><input id='attrs-6cbf601a-debf-43e8-b59c-f23bd7a8b30a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6cbf601a-debf-43e8-b59c-f23bd7a8b30a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e81b775-ebe1-43c9-9bef-0e9afae77954' class='xr-var-data-in' type='checkbox'><label for='data-2e81b775-ebe1-43c9-9bef-0e9afae77954' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-119.14, -112.74, -106.34,  -99.94,  -93.54,  -87.14,  -80.74,  -74.34],\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-c5530aa5-d5ae-4815-86d2-522eaa42ed64' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c5530aa5-d5ae-4815-86d2-522eaa42ed64' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e2ea1542-f63e-4645-a014-d6b47f5255ec' class='xr-var-data-in' type='checkbox'><label for='data-e2ea1542-f63e-4645-a014-d6b47f5255ec' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-b76eb984-a69c-4b82-ac48-5caaf29d1ca7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b76eb984-a69c-4b82-ac48-5caaf29d1ca7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-182b04d8-0779-4de4-9d9a-86a7be4c4adb' class='xr-var-data-in' type='checkbox'><label for='data-182b04d8-0779-4de4-9d9a-86a7be4c4adb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0ec58bdb-97b0-417f-af3e-4be829327fa3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0ec58bdb-97b0-417f-af3e-4be829327fa3' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan ... 1.033e+06 nan nan</div><input id='attrs-fc76dd27-28ac-4d5d-9da5-56fd77a30670' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fc76dd27-28ac-4d5d-9da5-56fd77a30670' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b8443c4f-f86b-49e3-9ac2-d5e7e6e0df27' class='xr-var-data-in' type='checkbox'><label for='data-b8443c4f-f86b-49e3-9ac2-d5e7e6e0df27' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[             nan,              nan,              nan,\n",
+       "        1033193.63478615,              nan,              nan,\n",
+       "        1033193.63478615,              nan],\n",
+       "       [1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
+       "        1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
+       "        1033193.63478615,              nan],\n",
+       "       [1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
+       "        1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
+       "        1033193.63478615, 1033193.63478615],\n",
+       "       [1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
+       "        1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
+       "                     nan,              nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 10, 1, 8), meta=np.ndarray&gt;</div><input id='attrs-c8482cb3-7821-4c99-834f-1709ff4cedcf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c8482cb3-7821-4c99-834f-1709ff4cedcf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3abdbb2e-3e5f-4ca8-bc49-9413951f66ae' class='xr-var-data-in' type='checkbox'><label for='data-3abdbb2e-3e5f-4ca8-bc49-9413951f66ae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 42.77 MiB </td>\n",
+       "                        <td> 10.69 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 10, 4, 8) </td>\n",
+       "                        <td> (17520, 10, 1, 8) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4 chunks in 20 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"470\" height=\"90\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >17520</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+       "\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"190\" y1=\"0\" x2=\"204\" y2=\"14\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"190\" y1=\"6\" x2=\"204\" y2=\"21\" />\n",
+       "  <line x1=\"190\" y1=\"12\" x2=\"204\" y2=\"27\" />\n",
+       "  <line x1=\"190\" y1=\"19\" x2=\"204\" y2=\"34\" />\n",
+       "  <line x1=\"190\" y1=\"25\" x2=\"204\" y2=\"40\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"190\" y1=\"0\" x2=\"190\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"204\" y1=\"14\" x2=\"204\" y2=\"40\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"190.0,0.0 204.9485979497544,14.948597949754403 204.9485979497544,40.36121446433689 190.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"190\" y1=\"0\" x2=\"215\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"204\" y1=\"14\" x2=\"230\" y2=\"14\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"190\" y1=\"0\" x2=\"204\" y2=\"14\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"215\" y1=\"0\" x2=\"230\" y2=\"14\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"190.0,0.0 215.41261651458248,0.0 230.36121446433688,14.948597949754403 204.9485979497544,14.948597949754403\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"204\" y1=\"14\" x2=\"230\" y2=\"14\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"204\" y1=\"40\" x2=\"230\" y2=\"40\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"204\" y1=\"14\" x2=\"204\" y2=\"40\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"230\" y1=\"14\" x2=\"230\" y2=\"40\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"204.9485979497544,14.948597949754403 230.36121446433688,14.948597949754403 230.36121446433688,40.36121446433689 204.9485979497544,40.36121446433689\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"217.654906\" y=\"60.361214\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8</text>\n",
+       "  <text x=\"250.361214\" y=\"27.654906\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,250.361214,27.654906)\">4</text>\n",
+       "  <text x=\"187.474299\" y=\"52.886915\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,187.474299,52.886915)\">10</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-4bf82325-9951-43cb-88da-9a307cb156a3' class='xr-section-summary-in' type='checkbox'  ><label for='section-4bf82325-9951-43cb-88da-9a307cb156a3' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-1f87e4dc-e056-4c50-a18a-6446aa2f8fc4' class='xr-index-data-in' type='checkbox'/><label for='index-1f87e4dc-e056-4c50-a18a-6446aa2f8fc4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-317ae7a6-9dcd-419b-914c-b5ad8f6e9453' class='xr-index-data-in' type='checkbox'/><label for='index-317ae7a6-9dcd-419b-914c-b5ad8f6e9453' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7d8a5cb6-115c-4ca0-94f7-c41668dc6f80' class='xr-index-data-in' type='checkbox'/><label for='index-7d8a5cb6-115c-4ca0-94f7-c41668dc6f80' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([28.1299991607666, 34.529998779296875, 40.93000030517578,\n",
+       "       47.33000183105469],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8e2f5010-1ca9-4783-bdf1-6b8febdfb139' class='xr-index-data-in' type='checkbox'/><label for='index-8e2f5010-1ca9-4783-bdf1-6b8febdfb139' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-119.13999938964844, -112.73999786376953, -106.33999633789062,\n",
+       "        -99.94000244140625,  -93.54000091552734,  -87.13999938964844,\n",
+       "        -80.73999786376953,  -74.33999633789062],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3af76c27-fed4-4e1b-92cd-e95cd5d30bc9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3af76c27-fed4-4e1b-92cd-e95cd5d30bc9' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 45MB\n",
+       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa         (latitude, longitude) float64 256B nan nan ... nan nan\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB dask.array<chunksize=(17520, 10, 1, 8), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pysam_fake_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7f7f76554400>,\n",
+       " <matplotlib.lines.Line2D at 0x7f7f765547c0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f7f76555960>,\n",
+       " <matplotlib.lines.Line2D at 0x7f7f765577c0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f7f76554760>,\n",
+       " <matplotlib.lines.Line2D at 0x7f7f76555900>,\n",
+       " <matplotlib.lines.Line2D at 0x7f7f76557c70>,\n",
+       " <matplotlib.lines.Line2D at 0x7f7f76557310>,\n",
+       " <matplotlib.lines.Line2D at 0x7f7f765544c0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f7f765550f0>]"
+      ]
+     },
+     "execution_count": 7,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# this plot is kinda meaningless\n",
+    "plt.plot(pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "rpp",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
index 737654e6..ce8bc1dd 100644
--- a/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
+++ b/tutorials_and_tools/tutorials_and_tools/PYSam.ipynb
@@ -168,9 +168,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'pvdeg' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[1], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m location_grabber \u001b[38;5;241m=\u001b[39m pvdeg\u001b[38;5;241m.\u001b[39mscenario\u001b[38;5;241m.\u001b[39mGeospatialScenario()\n\u001b[1;32m      3\u001b[0m location_grabber\u001b[38;5;241m.\u001b[39maddLocation(country\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mUnited States\u001b[39m\u001b[38;5;124m\"\u001b[39m, downsample_factor\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m80\u001b[39m)\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'pvdeg' is not defined"
+     ]
+    }
+   ],
    "source": [
     "location_grabber = pvdeg.scenario.GeospatialScenario()\n",
     "\n",
@@ -228,9 +240,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "deg",
+   "display_name": "rpp",
    "language": "python",
-   "name": "python3"
+   "name": "rpp"
   },
   "language_info": {
    "codemirror_mode": {
@@ -242,9 +254,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.19"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }

From 370b9e740cd50b23637935c3ce624636e074a4e0 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 21 Nov 2024 12:07:22 -0700
Subject: [PATCH 080/109] geospatial pysam results

---
 pvdeg/pysam.py                          |   11 +-
 scripts/pysam_america.ipynb             |  672 ++----------
 scripts/pysam_geospatial.ipynb          |  202 ++++
 scripts/pysam_wrangling.ipynb           | 1250 +++++++++++++++++++++++
 scripts/tiny-pysam-ground-irradiance.nc |  Bin 0 -> 14176828 bytes
 5 files changed, 1563 insertions(+), 572 deletions(-)
 create mode 100644 scripts/pysam_geospatial.ipynb
 create mode 100644 scripts/pysam_wrangling.ipynb
 create mode 100644 scripts/tiny-pysam-ground-irradiance.nc

diff --git a/pvdeg/pysam.py b/pvdeg/pysam.py
index f47558db..fecc6903 100644
--- a/pvdeg/pysam.py
+++ b/pvdeg/pysam.py
@@ -366,8 +366,13 @@ def pysam_hourly_trivial(weather_df, meta):
 
     return outputs
 
-# required to safely unpack results during geospatial.analysis
+# TODO: add slots
 class inspirePysamReturn():
+    """simple struct to facilitate handling weirdly shaped pysam simulation return values"""
+
+    # removes __dict__ atribute and breaks pickle
+    # __slots__ = ("annual_poa", "ground_irradiance", "timeseries_index")
+
     def __init__(self, annual_poa, ground_irradiance, timeseries_index):
         self.annual_poa = annual_poa
         self.ground_irradiance = ground_irradiance
@@ -428,10 +433,6 @@ def inspire_ground_irradiance(weather_df, meta):
         results = ["subarray1_ground_rear_spatial", "annual_poa_front"],
     )
 
-    # these will be of very different shapes
-    # annual_poa_front is a single numeric
-    # subarray1_ground_rear_spatial is a 2d result
-
     result = inspirePysamReturn(
             ground_irradiance = outputs["subarray1_ground_rear_spatial"],
             annual_poa = outputs["annual_poa_front"],
diff --git a/scripts/pysam_america.ipynb b/scripts/pysam_america.ipynb
index c83cb3e3..cc5a9fa3 100644
--- a/scripts/pysam_america.ipynb
+++ b/scripts/pysam_america.ipynb
@@ -45,7 +45,7 @@
    "outputs": [
     {
      "data": {
-      "image/png": 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",
+      "image/png": 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",
       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
@@ -60,7 +60,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -72,7 +72,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -90,7 +90,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -104,579 +104,117 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
-       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
-       "<defs>\n",
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-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
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-       "\n",
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-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
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-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
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-       "\n",
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-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
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-       "  padding-right: 10px;\n",
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-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
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-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 45MB\n",
-       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    annual_poa         (latitude, longitude) float64 256B nan nan ... nan nan\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB dask.array&lt;chunksize=(17520, 10, 1, 8), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-c41075ed-7a7d-40e1-aaf2-da6bd2528985' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-c41075ed-7a7d-40e1-aaf2-da6bd2528985' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 4</li><li><span class='xr-has-index'>longitude</span>: 8</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-f2b8b3b2-7bf5-4242-9905-c64123c82f8a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-f2b8b3b2-7bf5-4242-9905-c64123c82f8a' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>28.13 34.53 40.93 47.33</div><input id='attrs-ff612474-2c85-4f34-8a80-e64fcd7173d2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ff612474-2c85-4f34-8a80-e64fcd7173d2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e871837e-eb41-48eb-a85a-03f0f2cc23d6' class='xr-var-data-in' type='checkbox'><label for='data-e871837e-eb41-48eb-a85a-03f0f2cc23d6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([28.13, 34.53, 40.93, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-119.1 -112.7 ... -80.74 -74.34</div><input id='attrs-6cbf601a-debf-43e8-b59c-f23bd7a8b30a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6cbf601a-debf-43e8-b59c-f23bd7a8b30a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2e81b775-ebe1-43c9-9bef-0e9afae77954' class='xr-var-data-in' type='checkbox'><label for='data-2e81b775-ebe1-43c9-9bef-0e9afae77954' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-119.14, -112.74, -106.34,  -99.94,  -93.54,  -87.14,  -80.74,  -74.34],\n",
-       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-c5530aa5-d5ae-4815-86d2-522eaa42ed64' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c5530aa5-d5ae-4815-86d2-522eaa42ed64' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-e2ea1542-f63e-4645-a014-d6b47f5255ec' class='xr-var-data-in' type='checkbox'><label for='data-e2ea1542-f63e-4645-a014-d6b47f5255ec' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-b76eb984-a69c-4b82-ac48-5caaf29d1ca7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b76eb984-a69c-4b82-ac48-5caaf29d1ca7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-182b04d8-0779-4de4-9d9a-86a7be4c4adb' class='xr-var-data-in' type='checkbox'><label for='data-182b04d8-0779-4de4-9d9a-86a7be4c4adb' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0ec58bdb-97b0-417f-af3e-4be829327fa3' class='xr-section-summary-in' type='checkbox'  checked><label for='section-0ec58bdb-97b0-417f-af3e-4be829327fa3' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan ... 1.033e+06 nan nan</div><input id='attrs-fc76dd27-28ac-4d5d-9da5-56fd77a30670' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fc76dd27-28ac-4d5d-9da5-56fd77a30670' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b8443c4f-f86b-49e3-9ac2-d5e7e6e0df27' class='xr-var-data-in' type='checkbox'><label for='data-b8443c4f-f86b-49e3-9ac2-d5e7e6e0df27' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[             nan,              nan,              nan,\n",
-       "        1033193.63478615,              nan,              nan,\n",
-       "        1033193.63478615,              nan],\n",
-       "       [1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
-       "        1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
-       "        1033193.63478615,              nan],\n",
-       "       [1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
-       "        1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
-       "        1033193.63478615, 1033193.63478615],\n",
-       "       [1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
-       "        1033193.63478615, 1033193.63478615, 1033193.63478615,\n",
-       "                     nan,              nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 10, 1, 8), meta=np.ndarray&gt;</div><input id='attrs-c8482cb3-7821-4c99-834f-1709ff4cedcf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-c8482cb3-7821-4c99-834f-1709ff4cedcf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3abdbb2e-3e5f-4ca8-bc49-9413951f66ae' class='xr-var-data-in' type='checkbox'><label for='data-3abdbb2e-3e5f-4ca8-bc49-9413951f66ae' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 42.77 MiB </td>\n",
-       "                        <td> 10.69 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (17520, 10, 4, 8) </td>\n",
-       "                        <td> (17520, 10, 1, 8) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 4 chunks in 20 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
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-       "\n",
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-       "\n",
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-       "\n",
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-       "  <line x1=\"190\" y1=\"6\" x2=\"204\" y2=\"21\" />\n",
-       "  <line x1=\"190\" y1=\"12\" x2=\"204\" y2=\"27\" />\n",
-       "  <line x1=\"190\" y1=\"19\" x2=\"204\" y2=\"34\" />\n",
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-       "\n",
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-       "  <text x=\"217.654906\" y=\"60.361214\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8</text>\n",
-       "  <text x=\"250.361214\" y=\"27.654906\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,250.361214,27.654906)\">4</text>\n",
-       "  <text x=\"187.474299\" y=\"52.886915\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,187.474299,52.886915)\">10</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-4bf82325-9951-43cb-88da-9a307cb156a3' class='xr-section-summary-in' type='checkbox'  ><label for='section-4bf82325-9951-43cb-88da-9a307cb156a3' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-1f87e4dc-e056-4c50-a18a-6446aa2f8fc4' class='xr-index-data-in' type='checkbox'/><label for='index-1f87e4dc-e056-4c50-a18a-6446aa2f8fc4' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-317ae7a6-9dcd-419b-914c-b5ad8f6e9453' class='xr-index-data-in' type='checkbox'/><label for='index-317ae7a6-9dcd-419b-914c-b5ad8f6e9453' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7d8a5cb6-115c-4ca0-94f7-c41668dc6f80' class='xr-index-data-in' type='checkbox'/><label for='index-7d8a5cb6-115c-4ca0-94f7-c41668dc6f80' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([28.1299991607666, 34.529998779296875, 40.93000030517578,\n",
-       "       47.33000183105469],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8e2f5010-1ca9-4783-bdf1-6b8febdfb139' class='xr-index-data-in' type='checkbox'/><label for='index-8e2f5010-1ca9-4783-bdf1-6b8febdfb139' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-119.13999938964844, -112.73999786376953, -106.33999633789062,\n",
-       "        -99.94000244140625,  -93.54000091552734,  -87.13999938964844,\n",
-       "        -80.73999786376953,  -74.33999633789062],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3af76c27-fed4-4e1b-92cd-e95cd5d30bc9' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-3af76c27-fed4-4e1b-92cd-e95cd5d30bc9' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 45MB\n",
-       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    annual_poa         (latitude, longitude) float64 256B nan nan ... nan nan\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB dask.array<chunksize=(17520, 10, 1, 8), meta=np.ndarray>"
-      ]
-     },
-     "execution_count": 6,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "pysam_fake_res"
+    "pysam_fake_res.nbytes"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f7f76554400>,\n",
-       " <matplotlib.lines.Line2D at 0x7f7f765547c0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f7f76555960>,\n",
-       " <matplotlib.lines.Line2D at 0x7f7f765577c0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f7f76554760>,\n",
-       " <matplotlib.lines.Line2D at 0x7f7f76555900>,\n",
-       " <matplotlib.lines.Line2D at 0x7f7f76557c70>,\n",
-       " <matplotlib.lines.Line2D at 0x7f7f76557310>,\n",
-       " <matplotlib.lines.Line2D at 0x7f7f765544c0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f7f765550f0>]"
-      ]
-     },
-     "execution_count": 7,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
-    "# this plot is kinda meaningless\n",
+    "# this plot is not great because there are a lot of rows with zero values\n",
+    "# each line represents the temperature at a fixed distance over time.\n",
     "plt.plot(pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"])"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "single_location_irradiance = pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]\n",
+    "\n",
+    "plt.figure(figsize=(6,18))\n",
+    "\n",
+    "plt.imshow(single_location_irradiance, aspect=\"auto\", cmap=\"viridis\", interpolation=\"nearest\")\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nonzero_mask = np.any(single_location_irradiance != 0, axis=1).compute()\n",
+    "\n",
+    "nonzero_da = pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"].isel(time=nonzero_mask)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.figure(figsize=(10,6))\n",
+    "plt.scatter(np.arange(nonzero_da.sizes[\"time\"]), nonzero_da.time, s=0.1)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This appears to happen because the model only calculates given certain constraints. We take less calculations near the end of the year and more in the center. We can probably ignore this safely and simply take a monthly average."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.figure(figsize=(6,18))\n",
+    "\n",
+    "plt.imshow(nonzero_da, aspect=\"auto\", cmap=\"viridis\", interpolation=\"nearest\")\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nonzero_da"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "month_ground_irradiance = nonzero_da.groupby(nonzero_da.time.dt.month).mean()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# this plot does not have labels but each line represents the avg irradiance at a\n",
+    "# fixed distance from the array for each month\n",
+    "\n",
+    "plt.plot(month_ground_irradiance)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -689,7 +227,7 @@
   "kernelspec": {
    "display_name": "rpp",
    "language": "python",
-   "name": "python3"
+   "name": "rpp"
   },
   "language_info": {
    "codemirror_mode": {
diff --git a/scripts/pysam_geospatial.ipynb b/scripts/pysam_geospatial.ipynb
new file mode 100644
index 00000000..3da40c1e
--- /dev/null
+++ b/scripts/pysam_geospatial.ipynb
@@ -0,0 +1,202 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "from pvdeg.geospatial import output_template\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "import numpy as np\n",
+    "\n",
+    "import pandas as pd\n",
+    "import xarray as xr\n",
+    "import dask.array as da\n",
+    "import pickle\n",
+    "\n",
+    "from dask.distributed import LocalCluster, Client"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "http://127.0.0.1:8787/status\n"
+     ]
+    }
+   ],
+   "source": [
+    "workers = 6\n",
+    "\n",
+    "cluster = LocalCluster(\n",
+    "    n_workers=workers,\n",
+    "    processes=True, \n",
+    "    )\n",
+    "\n",
+    "client = Client(cluster)\n",
+    "\n",
+    "print(client.dashboard_link)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
+    "\n",
+    "locationGetter.addLocation(country=\"United States\", downsample_factor=80)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "locationGetter.plot_coords()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_weather, geo_meta = locationGetter.geospatial_data()\n",
+    "\n",
+    "geo_meta = geo_meta[geo_meta['state'] != \"Alaska\"]\n",
+    "geo_weather = geo_weather.sel(gid=geo_meta.index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(23, 8)"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "geo_meta.shape"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "shapes = {\n",
+    "    \"annual_poa\" : (\"gid\",),\n",
+    "    \"ground_irradiance\" : (\"gid\", \"time\", \"distance\")\n",
+    "}\n",
+    "\n",
+    "template = pvdeg.geospatial.output_template(\n",
+    "    ds_gids = geo_weather,\n",
+    "    shapes = shapes,\n",
+    "    add_dims={\"distance\" : 10}, # this will autogenerate a range of length 10 for the coordinate axis\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pysam_tiny_res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds = geo_weather,\n",
+    "    meta_df = geo_meta,\n",
+    "    func = pvdeg.pysam.inspire_ground_irradiance, \n",
+    "    template = template,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/client.py:3245: UserWarning: Sending large graph of size 30.89 MiB.\n",
+      "This may cause some slowdown.\n",
+      "Consider scattering data ahead of time and using futures.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "pysam_tiny_res.to_netcdf('medium-pysam-ground-irradiance.nc', engine='h5netcdf')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "rpp",
+   "language": "python",
+   "name": "rpp"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/pysam_wrangling.ipynb b/scripts/pysam_wrangling.ipynb
new file mode 100644
index 00000000..7c0768b6
--- /dev/null
+++ b/scripts/pysam_wrangling.ipynb
@@ -0,0 +1,1250 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 45,
+   "id": "418f5441-58af-40a8-b5d8-efa5234f9e04",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "from pvdeg.geospatial import output_template\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "import numpy as np\n",
+    "import cartopy.crs as ccrs\n",
+    "import cartopy.feature as cfeature\n",
+    "\n",
+    "import pandas as pd\n",
+    "import xarray as xr\n",
+    "import dask.array as da\n",
+    "import pickle\n",
+    "\n",
+    "from dask.distributed import LocalCluster, Client"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "2c571466-9b8f-4b82-b027-0dfb1b77fd3d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# geospatial scenario with downsample factor 120\n",
+    "tiny_res = xr.open_dataset(\"tiny-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
+    "\n",
+    "tiny_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "id": "3d648297",
+   "metadata": {
+    "scrolled": false
+   },
+   "outputs": [
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 14MB\n",
+       "Dimensions:            (latitude: 2, longitude: 5, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 8B 31.33 40.93\n",
+       "  * longitude          (longitude) float32 20B -115.9 -106.3 ... -87.14 -77.54\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
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+       "Data variables:\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 14MB ...\n",
+       "    annual_poa         (latitude, longitude) float64 80B ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-42628ceb-0eec-4845-a7f2-13a43d9275e1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-42628ceb-0eec-4845-a7f2-13a43d9275e1' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 2</li><li><span class='xr-has-index'>longitude</span>: 5</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-76b1f03a-e699-4d02-b51b-a097b6da21ca' class='xr-section-summary-in' type='checkbox'  checked><label for='section-76b1f03a-e699-4d02-b51b-a097b6da21ca' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>31.33 40.93</div><input id='attrs-a4610529-8f5d-49a8-9a70-0f06bf86f232' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a4610529-8f5d-49a8-9a70-0f06bf86f232' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d194f001-d222-4a74-93e7-e50ebe429480' class='xr-var-data-in' type='checkbox'><label for='data-d194f001-d222-4a74-93e7-e50ebe429480' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([31.33, 40.93], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-115.9 -106.3 -96.74 -87.14 -77.54</div><input id='attrs-e1ff91a3-6ca2-40c2-920d-e6354cb649e7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e1ff91a3-6ca2-40c2-920d-e6354cb649e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3883910-e79e-4571-8d76-8326d2b27b97' class='xr-var-data-in' type='checkbox'><label for='data-c3883910-e79e-4571-8d76-8326d2b27b97' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-115.94, -106.34,  -96.74,  -87.14,  -77.54], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-580aeef6-c213-4c80-9dac-2e64db0faa6a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-580aeef6-c213-4c80-9dac-2e64db0faa6a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5421804f-af43-4234-894d-d2f46e087890' class='xr-var-data-in' type='checkbox'><label for='data-5421804f-af43-4234-894d-d2f46e087890' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-d5f96719-2bae-4106-b815-b83cb24a3b83' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d5f96719-2bae-4106-b815-b83cb24a3b83' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1acdf8f1-4a68-4434-b1f9-069e5a47c324' class='xr-var-data-in' type='checkbox'><label for='data-1acdf8f1-4a68-4434-b1f9-069e5a47c324' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3ba540b0-b8f6-4a4e-af68-a330fb8aa7d4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3ba540b0-b8f6-4a4e-af68-a330fb8aa7d4' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-35ba28b5-61b7-4bb4-bb00-9f618db8bb7b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-35ba28b5-61b7-4bb4-bb00-9f618db8bb7b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48bc49bd-138f-4fdd-9e27-16661447f7d3' class='xr-var-data-in' type='checkbox'><label for='data-48bc49bd-138f-4fdd-9e27-16661447f7d3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[1752000 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3f8cd866-1106-4106-ad15-83b910c19903' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f8cd866-1106-4106-ad15-83b910c19903' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be17aefa-73a9-4784-8996-71eb6769c670' class='xr-var-data-in' type='checkbox'><label for='data-be17aefa-73a9-4784-8996-71eb6769c670' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[10 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c9c068de-2a93-47a5-a715-9edf9b3a39f4' class='xr-section-summary-in' type='checkbox'  ><label for='section-c9c068de-2a93-47a5-a715-9edf9b3a39f4' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-2a432570-6379-42b0-bdea-84ba97705b01' class='xr-index-data-in' type='checkbox'/><label for='index-2a432570-6379-42b0-bdea-84ba97705b01' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([31.33, 40.93], dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c18753ba-a12e-4365-b019-9e1710826318' class='xr-index-data-in' type='checkbox'/><label for='index-c18753ba-a12e-4365-b019-9e1710826318' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-115.94000244140625, -106.33999633789062,  -96.73999786376953,\n",
+       "        -87.13999938964844,  -77.54000091552734],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-58f6c462-1fce-4523-b1f4-5e3515c3a1ed' class='xr-index-data-in' type='checkbox'/><label for='index-58f6c462-1fce-4523-b1f4-5e3515c3a1ed' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ccca6ad2-63da-48f8-8792-09ef54820801' class='xr-index-data-in' type='checkbox'/><label for='index-ccca6ad2-63da-48f8-8792-09ef54820801' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5faeaf26-0a26-4afe-a163-6ae758d8bdd4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5faeaf26-0a26-4afe-a163-6ae758d8bdd4' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 14MB\n",
+       "Dimensions:            (latitude: 2, longitude: 5, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 8B 31.33 40.93\n",
+       "  * longitude          (longitude) float32 20B -115.9 -106.3 ... -87.14 -77.54\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 14MB ...\n",
+       "    annual_poa         (latitude, longitude) float64 80B ..."
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "tiny_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "d08c8138",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7f1a3a6d0070>,\n",
+       " <matplotlib.lines.Line2D at 0x7f1a3a6f70d0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f1a3a6f7190>,\n",
+       " <matplotlib.lines.Line2D at 0x7f1a3a6f7280>,\n",
+       " <matplotlib.lines.Line2D at 0x7f1a3a6f7370>,\n",
+       " <matplotlib.lines.Line2D at 0x7f1a3a6f7460>,\n",
+       " <matplotlib.lines.Line2D at 0x7f1a3a6f7550>,\n",
+       " <matplotlib.lines.Line2D at 0x7f1a3a6f7640>,\n",
+       " <matplotlib.lines.Line2D at 0x7f1a3a6f7730>,\n",
+       " <matplotlib.lines.Line2D at 0x7f1a3a6f7820>]"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.plot(tiny_res.isel(latitude=0, longitude=2).ground_irradiance)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "c90afdea-0a28-45f4-96af-59fa51288765",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(tiny_res, 'annual_poa', 'nearest')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "40f7ff57-a8f2-43a0-b59b-0ee6099898d1",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
+       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
+       "</symbol>\n",
+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
+       "<path d=\"M28.681 7.159c-0.694-0.947-1.662-2.053-2.724-3.116s-2.169-2.030-3.116-2.724c-1.612-1.182-2.393-1.319-2.841-1.319h-15.5c-1.378 0-2.5 1.121-2.5 2.5v27c0 1.378 1.122 2.5 2.5 2.5h23c1.378 0 2.5-1.122 2.5-2.5v-19.5c0-0.448-0.137-1.23-1.319-2.841zM24.543 5.457c0.959 0.959 1.712 1.825 2.268 2.543h-4.811v-4.811c0.718 0.556 1.584 1.309 2.543 2.268zM28 29.5c0 0.271-0.229 0.5-0.5 0.5h-23c-0.271 0-0.5-0.229-0.5-0.5v-27c0-0.271 0.229-0.5 0.5-0.5 0 0 15.499-0 15.5 0v7c0 0.552 0.448 1 1 1h7v19.5z\"></path>\n",
+       "<path d=\"M23 26h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
+       " */\n",
+       "\n",
+       ":root {\n",
+       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
+       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 45MB\n",
+       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
+       "    annual_poa         (latitude, longitude) float64 256B ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-5cd3a78d-084a-4a9d-8ea1-e1d8c56767ea' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5cd3a78d-084a-4a9d-8ea1-e1d8c56767ea' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 4</li><li><span class='xr-has-index'>longitude</span>: 8</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-94c59207-9aa0-44cd-90ab-683813dc1187' class='xr-section-summary-in' type='checkbox'  checked><label for='section-94c59207-9aa0-44cd-90ab-683813dc1187' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>28.13 34.53 40.93 47.33</div><input id='attrs-d8eacc45-51bc-4a1e-ae49-28612ceb20b4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d8eacc45-51bc-4a1e-ae49-28612ceb20b4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6cb9559e-3815-4e93-986c-66332ad6f316' class='xr-var-data-in' type='checkbox'><label for='data-6cb9559e-3815-4e93-986c-66332ad6f316' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([28.13, 34.53, 40.93, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-119.1 -112.7 ... -80.74 -74.34</div><input id='attrs-40efa626-cf05-494a-b7c8-d2d23ae00a5a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-40efa626-cf05-494a-b7c8-d2d23ae00a5a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-255718d4-595e-47ef-ac07-009b74548430' class='xr-var-data-in' type='checkbox'><label for='data-255718d4-595e-47ef-ac07-009b74548430' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-119.14, -112.74, -106.34,  -99.94,  -93.54,  -87.14,  -80.74,  -74.34],\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-1dfdbd9b-d26b-4459-81bb-dff78e470c0b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1dfdbd9b-d26b-4459-81bb-dff78e470c0b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cefdf8de-5fde-4fb9-8ae3-b570710d4c5c' class='xr-var-data-in' type='checkbox'><label for='data-cefdf8de-5fde-4fb9-8ae3-b570710d4c5c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-1a0ba938-9741-4acd-b383-d829c68ad558' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1a0ba938-9741-4acd-b383-d829c68ad558' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-efc5d02e-b8a3-4766-bef3-32d46ea1f2b3' class='xr-var-data-in' type='checkbox'><label for='data-efc5d02e-b8a3-4766-bef3-32d46ea1f2b3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5051d473-b8d4-45de-bea6-3ef165d6fb42' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5051d473-b8d4-45de-bea6-3ef165d6fb42' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-722fbd2d-d3ec-445c-b4c1-669c989c497e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-722fbd2d-d3ec-445c-b4c1-669c989c497e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a3886d44-be08-4e39-a24a-e929ae6819af' class='xr-var-data-in' type='checkbox'><label for='data-a3886d44-be08-4e39-a24a-e929ae6819af' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[5606400 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e6b10c7c-9fb9-49f8-8540-da8753aa1f40' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e6b10c7c-9fb9-49f8-8540-da8753aa1f40' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3445a1e-1b43-4b1c-a7e9-d12844597a6c' class='xr-var-data-in' type='checkbox'><label for='data-b3445a1e-1b43-4b1c-a7e9-d12844597a6c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[32 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0133ad79-75d2-4ab7-a5ab-bc9d5f8bdde5' class='xr-section-summary-in' type='checkbox'  ><label for='section-0133ad79-75d2-4ab7-a5ab-bc9d5f8bdde5' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-dd609696-6b7c-4907-ab63-a75aa7ac8fd2' class='xr-index-data-in' type='checkbox'/><label for='index-dd609696-6b7c-4907-ab63-a75aa7ac8fd2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([28.1299991607666, 34.529998779296875, 40.93000030517578,\n",
+       "       47.33000183105469],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-109635c8-721d-4cbe-90fd-00f545bee59c' class='xr-index-data-in' type='checkbox'/><label for='index-109635c8-721d-4cbe-90fd-00f545bee59c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-119.13999938964844, -112.73999786376953, -106.33999633789062,\n",
+       "        -99.94000244140625,  -93.54000091552734,  -87.13999938964844,\n",
+       "        -80.73999786376953,  -74.33999633789062],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-79b70e19-ed62-41b3-a716-7484587c3b0b' class='xr-index-data-in' type='checkbox'/><label for='index-79b70e19-ed62-41b3-a716-7484587c3b0b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fcc6136d-ea49-46d3-8ed8-97ea56405428' class='xr-index-data-in' type='checkbox'/><label for='index-fcc6136d-ea49-46d3-8ed8-97ea56405428' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-067082ad-1980-46a3-9ca4-35002264ff1c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-067082ad-1980-46a3-9ca4-35002264ff1c' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 45MB\n",
+       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
+       "    annual_poa         (latitude, longitude) float64 256B ..."
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# geospatial scenarion with downsample factor 80\n",
+    "# this fails to capture a lot of information still, it is only 23 points\n",
+    "medium_res = xr.open_dataset(\"medium-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
+    "\n",
+    "medium_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "id": "da92f0ce-9120-405b-bbbb-38741721c3b5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(medium_res, 'annual_poa', 'nearest')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "id": "de82ccdf-50a5-47c0-b753-e8f92cf484b0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7f5a85354b80>,\n",
+       " <matplotlib.lines.Line2D at 0x7f5a853542b0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f5a853550f0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f5a853559c0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f5a85355360>,\n",
+       " <matplotlib.lines.Line2D at 0x7f5a85355300>,\n",
+       " <matplotlib.lines.Line2D at 0x7f5a853551b0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f5a85354fa0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f5a85354250>,\n",
+       " <matplotlib.lines.Line2D at 0x7f5a853541c0>]"
+      ]
+     },
+     "execution_count": 24,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.plot(medium_res.isel(latitude=0, longitude=0)[\"ground_irradiance\"])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "id": "67580a53-b5b3-4b5b-8da7-9ce4a9efe955",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nonzero_mask = (medium_res[\"ground_irradiance\"] != 0).any(dim=\"distance\")\n",
+    "\n",
+    "filtered_data = medium_res[\"ground_irradiance\"].where(nonzero_mask, drop=True)\n",
+    "\n",
+    "monthly_avg_ground_irradiance = filtered_data.groupby(filtered_data.time.dt.month).mean()\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 39,
+   "id": "cb791439",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<xarray.DataArray 'ground_irradiance' (month: 12, distance: 10, latitude: 4,\n",
+      "                                       longitude: 8)> Size: 31kB\n",
+      "array([[[[         nan,          nan,          nan, ...,          nan,\n",
+      "          251.39039332,          nan],\n",
+      "         [ 58.11468011, 135.50811653, 130.04334361, ..., 133.85232808,\n",
+      "          181.60070609,          nan],\n",
+      "         [ 24.4110864 ,  33.46128267,  51.87048449, ...,  90.97590087,\n",
+      "          107.67174537, 131.8752547 ],\n",
+      "         [  8.26424536,  22.79696518,  19.23474817, ...,  24.92301527,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "          103.76320269,          nan],\n",
+      "         [ 55.77057148, 115.69480471, 112.8438219 , ...,  99.32727088,\n",
+      "          120.38113996,          nan],\n",
+      "         [ 22.53734324,  31.22800764,  51.19419846, ...,  86.67066136,\n",
+      "           96.55777299, 120.14957928],\n",
+      "         [  7.38388653,  22.51238988,  18.32837128, ...,  21.68954543,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "           42.57529255,          nan],\n",
+      "...\n",
+      "         [ 12.333173  ,  28.41159403,  22.87259253, ...,  27.3881325 ,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "          248.19258977,          nan],\n",
+      "         [ 42.87367917,  88.80021582, 106.52643991, ..., 113.11738056,\n",
+      "          164.02841003,          nan],\n",
+      "         [ 24.38907928,  40.30138706,  54.3540074 , ...,  52.7384575 ,\n",
+      "           77.66398026, 108.71171791],\n",
+      "         [ 12.03743894,  27.73215436,  22.3266134 , ...,  26.7337941 ,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "          245.29237797,          nan],\n",
+      "         [ 43.48132746,  88.60786711, 103.92382316, ..., 113.43129613,\n",
+      "          161.74577644,          nan],\n",
+      "         [ 20.04100436,  34.44959505,  47.99611584, ...,  52.2727773 ,\n",
+      "           77.46978657, 114.82469067],\n",
+      "         [  9.83042264,  22.66160408,  18.25205791, ...,  21.96490808,\n",
+      "                   nan,          nan]]]])\n",
+      "Coordinates:\n",
+      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
+      "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(monthly_avg_ground_irradiance)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 40,
+   "id": "365df99d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ground_irradiance_4th_index = monthly_avg_ground_irradiance.sel(distance=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 42,
+   "id": "d79b185a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<xarray.DataArray 'ground_irradiance' (month: 12, latitude: 4, longitude: 8)> Size: 3kB\n",
+      "array([[[         nan,          nan,          nan,  55.55454222,\n",
+      "                  nan,          nan,  54.30759401,          nan],\n",
+      "        [ 35.66458307,  40.59103488,  40.46357   ,  44.17483044,\n",
+      "          38.23314725,  45.83745845,  47.71876003,          nan],\n",
+      "        [ 39.04732841,  59.41248872,  51.33722895,  45.81060321,\n",
+      "          44.22284708,  47.42881641,  63.82298453,  56.19135839],\n",
+      "        [ 18.42538431,  31.28036718,  32.88908583,  47.30613005,\n",
+      "          47.39860878,  39.10015323,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan, 104.8980246 ,\n",
+      "                  nan,          nan, 155.29302898,          nan],\n",
+      "        [ 36.79962246,  41.09304574,  45.26533339,  66.73025286,\n",
+      "          49.57519075,  53.01782325,  67.4399442 ,          nan],\n",
+      "        [ 53.60133553,  60.33875813,  55.05855703,  48.44754639,\n",
+      "          58.31600858,  59.08787611,  67.57435107,  54.71638341],\n",
+      "        [ 36.28722966,  46.43342067,  43.50432716,  62.83279925,\n",
+      "          60.6334192 ,  53.1093523 ,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan, 348.21173935,\n",
+      "                  nan,          nan, 378.74006794,          nan],\n",
+      "...\n",
+      "        [ 38.29083014,  37.54177384,  39.04654308,  53.44733554,\n",
+      "          56.17393716,  63.47109262,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan,  50.67159834,\n",
+      "                  nan,          nan,  76.8608843 ,          nan],\n",
+      "        [ 34.86013943,  34.68086615,  40.94334403,  48.2680945 ,\n",
+      "          45.57431594,  45.95696384,  53.67188758,          nan],\n",
+      "        [ 41.21827863,  53.5286527 ,  47.62802565,  49.86548579,\n",
+      "          47.2155504 ,  42.41094187,  48.98625946,  46.93656222],\n",
+      "        [ 26.93523979,  31.05764138,  27.01988711,  34.65464139,\n",
+      "          40.5100063 ,  41.67008131,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan,  47.10179432,\n",
+      "                  nan,          nan,  66.80519706,          nan],\n",
+      "        [ 27.96973337,  28.58968181,  33.16463003,  50.27248172,\n",
+      "          46.83395599,  47.73322266,  51.28955115,          nan],\n",
+      "        [ 22.58342063,  34.84724638,  46.73696187,  41.06061184,\n",
+      "          44.12415287,  32.52202571,  41.72006111,  38.7341562 ],\n",
+      "        [ 10.55177385,  26.54350573,  21.51469669,  36.23303271,\n",
+      "          26.80682775,  24.15405281,          nan,          nan]]])\n",
+      "Coordinates:\n",
+      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
+      "    distance   int64 8B 4\n",
+      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(ground_irradiance_4th_index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "id": "230ea6c3",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "ground_irradiance = ground_irradiance_4th_index\n",
+    "\n",
+    "mean_irradiance = ground_irradiance.mean(dim=\"month\")\n",
+    "\n",
+    "# Create the map\n",
+    "fig, ax = plt.subplots(subplot_kw={'projection': ccrs.PlateCarree()}, figsize=(12, 8))\n",
+    "\n",
+    "# Plot data\n",
+    "mesh = ax.pcolormesh(\n",
+    "    mean_irradiance.longitude,\n",
+    "    mean_irradiance.latitude,\n",
+    "    mean_irradiance,\n",
+    "    transform=ccrs.PlateCarree(),\n",
+    "    cmap=\"viridis\",\n",
+    "    shading=\"auto\"\n",
+    ")\n",
+    "\n",
+    "# Add map features\n",
+    "ax.coastlines()\n",
+    "ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
+    "ax.add_feature(cfeature.LAND, edgecolor='black')\n",
+    "ax.add_feature(cfeature.LAKES, edgecolor='blue')\n",
+    "ax.add_feature(cfeature.RIVERS)\n",
+    "\n",
+    "# Add colorbar\n",
+    "cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
+    "cbar.set_label(\"Mean Ground Irradiance\")\n",
+    "\n",
+    "# Add title\n",
+    "plt.title(\"Mean Ground Irradiance Across Locations\", fontsize=16)\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "81b980ee",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "rpp",
+   "language": "python",
+   "name": "rpp"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/scripts/tiny-pysam-ground-irradiance.nc b/scripts/tiny-pysam-ground-irradiance.nc
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zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
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z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNxjlLX_jITdr|f087htc{9pfmZ-LjnHlDkh(4XH0AN<c-|L1>8z0%XX
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z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
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z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
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zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
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zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+u25tS3Fx(7^OxoC20p0r{&VNODjytQvuakv
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zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
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zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
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z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
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z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
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zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
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zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
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From 10151975cb3047ea4507c4e4723019d8d9029884 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 21 Nov 2024 17:10:42 -0700
Subject: [PATCH 081/109] medium quality animated result

---
 pvdeg/pysam.py                              |  101 +-
 scripts/ground_irradiance_with_colorbar.gif |  Bin 0 -> 443395 bytes
 scripts/pysam_america.ipynb                 | 2493 ++++++++++++++++++-
 scripts/pysam_geospatial.ipynb              |  693 +++++-
 scripts/pysam_wrangling.ipynb               | 1367 +++++-----
 5 files changed, 3834 insertions(+), 820 deletions(-)
 create mode 100644 scripts/ground_irradiance_with_colorbar.gif

diff --git a/pvdeg/pysam.py b/pvdeg/pysam.py
index fecc6903..20e4d354 100644
--- a/pvdeg/pysam.py
+++ b/pvdeg/pysam.py
@@ -155,7 +155,7 @@ def pysam(
     weather_df: pd.DataFrame,
     meta: dict,
     pv_model: str,
-    pv_model_default: str,
+    pv_model_default: str = None,
     # grid_default: str,
     # cashloan_default: str,
     # utilityrate_default: str,
@@ -257,7 +257,7 @@ def pysam(
     config_files: dict
         SAM configuration files. A dictionary containing a mapping to filepaths.
 
-        Keys must be `'pv', 'grid', 'utilityrate', 'cashloan'`. Each key should contain a value as a string representing the file path to a SAM config file. 
+        Keys must be `'pv', 'grid', 'utilityrate', 'cashloan'`. Each key should contain a value as a string representing the file path to a SAM config file. Cannot deal with the entire SAM config json.
 
         ```
         files = {
@@ -288,37 +288,32 @@ def pysam(
 
     sr = solar_resource_dict(weather_df=weather_df, meta=meta)
 
-    # weather_df = utilities.add_time_columns_tmy(weather_df=weather_df)
-
-    # solar_resource = {
-    #     'lat': meta['latitude'],
-    #     'lon': meta['longitude'],
-    #     'tz': meta['tz'] if 'tz' in meta.keys() else 0,
-    #     'elev': meta['altitude'],
-    #     'year': list(weather_df['Year']),
-    #     'month': list(weather_df['Month']),
-    #     'day': list(weather_df['Day']),
-    #     'hour': list(weather_df['Hour']),
-    #     'minute': list(weather_df['Minute']),
-    #     'dn': list(weather_df['dni']),
-    #     'df': list(weather_df['dhi']),
-    #     'wspd': list(weather_df['wind_speed']),
-    #     'tdry': list(weather_df['temp_air']),
-    #     'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
-    # }
-
     # https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html
     # https://nrel-pysam.readthedocs.io/en/main/modules/Pvsamv1.html
-    if pv_model == "pvwatts8": 
-        pysam_model = pv8.default(pv_model_default) # PVWattsCommercial
-    elif pv_model == "pysamv1":
-        pysam_model = pv1.default(pv_model_default) # FlatPlatePVCommercial
+    model_map = {
+        "pvwatts8"  : pv8,
+        "pysamv1"   : pv1,
+    }
 
-    pysam_model.unassign('solar_resource_file') # unassign file
+    model_module = model_map[pv_model]
+    if pv_model_default:
+        pysam_model = model_module.default(pv_model_default)
+    elif pv_model_default is None:
+        pysam_model = model_module.new()
+
+        with open( config_files['pv'], 'r') as f:
+            pv_inputs = json.load( f )
+
+        # these break the model when being loaded using InSpire doubleday configs
+        bad_parameters = {'adjust_constant', 'adjust_en_timeindex', 'adjust_en_periods', 'adjust_timeindex', 'adjust_periods', 'dc_adjust_constant', 'dc_adjust_en_timeindex', 'dc_adjust_en_periods', 'dc_adjust_timeindex', 'dc_adjust_periods'}
+
+        for k, v in pv_inputs.items():
+            if k not in ({'number_inputs', 'solar_resource_file'} | bad_parameters):
+                pysam_model.value(k, v)
 
-    # grid = Grid.from_existing(pv_model)
-    # utility_rate = UtilityRate.from_existing(pv_model)
-    # cashloan = Cashloan.from_existing(grid, 'FlatPlatePVCommercial')
+
+
+    pysam_model.unassign('solar_resource_file') # unassign file
 
 
     # Duplicate Columns in the dataframe seem to cause this issue
@@ -330,9 +325,11 @@ def pysam(
     if not results:
         return outputs
 
-    pysam_res = {}
-    for key in results:
-        pysam_res[key] = outputs[key]
+    # pysam_res = {}
+    # for key in results:
+    #     pysam_res[key] = outputs[key]
+
+    pysam_res = {key: outputs[key] for key in results}
     return pysam_res
 
 def pysam_hourly_trivial(weather_df, meta):
@@ -388,6 +385,7 @@ def _handle_pysam_return(pysam_res : inspirePysamReturn) -> xr.Dataset:
     import numpy as np
 
     # redo this using numba?
+    distances = pysam_res.ground_irradiance[0][1:]
     ground_irradiance_values = da.from_array([row[1:] for row in pysam_res.ground_irradiance[1:]])
 
     single_location_ds = xr.Dataset(
@@ -396,9 +394,8 @@ def _handle_pysam_return(pysam_res : inspirePysamReturn) -> xr.Dataset:
             "ground_irradiance" : (("time", "distance"), ground_irradiance_values)
         },
         coords={
-            # "time" : np.arange(17520), # this will probably break because of the values assigned here, should be a pd.datetimeindex instead
             "time" : pysam_res.timeseries_index,
-            # "distance" : np.array(pysam_res.ground_irradiance[0][1:])
+            # "distance" : distances,
             "distance" : np.arange(10), # this matches the dimension axis of the output_temlate dataset
         }
     ) 
@@ -408,28 +405,31 @@ def _handle_pysam_return(pysam_res : inspirePysamReturn) -> xr.Dataset:
 
 # annual_poa_nom, annual_poa_front, annual_poa_rear, poa_nom, poa_front, or poa_rear
 # TODO: add config file, multiple config files.
-def inspire_ground_irradiance(weather_df, meta):
+def inspire_ground_irradiance(weather_df, meta, config_files):
     """
     Get ground irradiance array and annual poa irradiance for a given point using pvsamv1
 
+    Parameters
+    ----------
+    weather_df : pd.DataFrame
+        weather dataframe
+    meta : dict
+        meta data
+    config_files : dict[str]
+        see pvdeg.pysam.pysam
+        # config_files={'pv' : <stringpathtofile>},
+
     Returns
     --------
     result : inspirePysamReturn
         returns an custom class object so we can unpack it later.
     """
 
-    sr = solar_resource_dict(weather_df=weather_df, meta=meta)
-
-    model = pv1.default("FlatPlatePVCommercial")
-    model.SolarResource.solar_resource_data = sr
-    model.execute()
-    outputs = model.Outputs.export()
-
     outputs = pysam(
         weather_df = weather_df,
         meta = meta,
         pv_model = "pysamv1",
-        pv_model_default = "FlatPlatePVCommercial", # should use config file instead
+        config_files=config_files,
         results = ["subarray1_ground_rear_spatial", "annual_poa_front"],
     )
 
@@ -475,4 +475,17 @@ def sample_pysam_result(weather_df, meta): # throw weather, meta away
     with open(os.path.join(DATA_DIR,"inspireInstance.pkl"), "rb") as file:
         inspireInstance = pickle.load(file)
 
-    return inspireInstance
\ No newline at end of file
+    return inspireInstance
+
+def ground_irradiance_monthly(inspire_res_ds : xr.Dataset) -> xr.Dataset:
+    """
+    Many rows are not populated because the model only calculates ground irradiance when certain measurements are met.
+    Drop the rows and calculate the monthly average irradiance at each distance.
+    """
+
+    nonzero_mask = (inspire_res_ds["ground_irradiance"] != 0).any(dim="distance")
+    filtered_data = inspire_res_ds["ground_irradiance"].where(nonzero_mask, drop=True)
+
+    monthly_avg_ground_irradiance = filtered_data.groupby(filtered_data.time.dt.month).mean()
+    return monthly_avg_ground_irradiance 
+
diff --git a/scripts/ground_irradiance_with_colorbar.gif b/scripts/ground_irradiance_with_colorbar.gif
new file mode 100644
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HcmV?d00001

diff --git a/scripts/pysam_america.ipynb b/scripts/pysam_america.ipynb
index cc5a9fa3..001ea7be 100644
--- a/scripts/pysam_america.ipynb
+++ b/scripts/pysam_america.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -20,7 +20,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [
     {
@@ -40,7 +40,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [
     {
@@ -60,7 +60,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -72,7 +72,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -90,7 +90,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -104,18 +104,39 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 39,
    "metadata": {},
-   "outputs": [],
-   "source": [
-    "pysam_fake_res.nbytes"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7f9739bfa950>,\n",
+       " <matplotlib.lines.Line2D at 0x7f971bb170a0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f971bb16830>,\n",
+       " <matplotlib.lines.Line2D at 0x7f971bb165c0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f971bb16950>,\n",
+       " <matplotlib.lines.Line2D at 0x7f97136a25c0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f97136a24d0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f97136a3520>,\n",
+       " <matplotlib.lines.Line2D at 0x7f97136a0640>,\n",
+       " <matplotlib.lines.Line2D at 0x7f9717fc44c0>]"
+      ]
+     },
+     "execution_count": 39,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "# this plot is not great because there are a lot of rows with zero values\n",
     "# each line represents the temperature at a fixed distance over time.\n",
@@ -124,9 +145,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 40,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f973c562800>"
+      ]
+     },
+     "execution_count": 40,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 600x1800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "single_location_irradiance = pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]\n",
     "\n",
@@ -138,16 +180,474 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 41,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
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+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
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+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
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+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
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+       "\n",
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+       "body[data-theme=dark],\n",
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+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;ground_irradiance&#x27; (time: 17520, distance: 10)&gt; Size: 1MB\n",
+       "dask.array&lt;getitem, shape=(17520, 10), dtype=float64, chunksize=(17520, 10), chunktype=numpy.ndarray&gt;\n",
+       "Coordinates:\n",
+       "    latitude   float32 4B 28.13\n",
+       "    longitude  float32 4B -99.94\n",
+       "  * time       (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T23:30:00\n",
+       "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'ground_irradiance'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-d7268aa5-f6f2-4647-9ef8-c89c27a516ab' class='xr-array-in' type='checkbox' checked><label for='section-d7268aa5-f6f2-4647-9ef8-c89c27a516ab' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</span></div><div class='xr-array-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.34 MiB </td>\n",
+       "                        <td> 1.34 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 10) </td>\n",
+       "                        <td> (17520, 10) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 21 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >10</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></div></li><li class='xr-section-item'><input id='section-90028939-2ba5-416a-b585-3cd15e6f46d0' class='xr-section-summary-in' type='checkbox'  checked><label for='section-90028939-2ba5-416a-b585-3cd15e6f46d0' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>latitude</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>28.13</div><input id='attrs-8ffc1727-9b49-4a48-ada6-73bd99def0ab' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8ffc1727-9b49-4a48-ada6-73bd99def0ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d097c34f-4a91-4d1b-b9b9-9c64894259f1' class='xr-var-data-in' type='checkbox'><label for='data-d097c34f-4a91-4d1b-b9b9-9c64894259f1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(28.13, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-99.94</div><input id='attrs-4a9f1f68-383f-4a07-a87b-6600d95457c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4a9f1f68-383f-4a07-a87b-6600d95457c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f132b27a-462a-41ec-9f87-319f4f028010' class='xr-var-data-in' type='checkbox'><label for='data-f132b27a-462a-41ec-9f87-319f4f028010' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(-99.94, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-48962112-3d25-437d-93d9-1e3c13ce81c2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-48962112-3d25-437d-93d9-1e3c13ce81c2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-845d8b79-2b7a-4b86-8fa5-52dab2fa5ea0' class='xr-var-data-in' type='checkbox'><label for='data-845d8b79-2b7a-4b86-8fa5-52dab2fa5ea0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-db7bc1bf-248b-4883-9df0-3c320d4f7a17' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-db7bc1bf-248b-4883-9df0-3c320d4f7a17' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-706daa80-5295-417a-a74b-19fc67db4733' class='xr-var-data-in' type='checkbox'><label for='data-706daa80-5295-417a-a74b-19fc67db4733' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8b731453-97a0-4d00-a85a-727350e4da27' class='xr-section-summary-in' type='checkbox'  ><label for='section-8b731453-97a0-4d00-a85a-727350e4da27' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f6e4d5e9-5776-4798-bc5c-2b8083f42e32' class='xr-index-data-in' type='checkbox'/><label for='index-f6e4d5e9-5776-4798-bc5c-2b8083f42e32' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-148a3b62-cb9e-4cb9-9c48-4e246e346d7c' class='xr-index-data-in' type='checkbox'/><label for='index-148a3b62-cb9e-4cb9-9c48-4e246e346d7c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a7813828-d50f-4ba9-9d97-b370a714929b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a7813828-d50f-4ba9-9d97-b370a714929b' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.DataArray 'ground_irradiance' (time: 17520, distance: 10)> Size: 1MB\n",
+       "dask.array<getitem, shape=(17520, 10), dtype=float64, chunksize=(17520, 10), chunktype=numpy.ndarray>\n",
+       "Coordinates:\n",
+       "    latitude   float32 4B 28.13\n",
+       "    longitude  float32 4B -99.94\n",
+       "  * time       (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T23:30:00\n",
+       "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9"
+      ]
+     },
+     "execution_count": 41,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 42,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -158,9 +658,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 43,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.PathCollection at 0x7f9721b82ef0>"
+      ]
+     },
+     "execution_count": 43,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1000x600 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "plt.figure(figsize=(10,6))\n",
     "plt.scatter(np.arange(nonzero_da.sizes[\"time\"]), nonzero_da.time, s=0.1)"
@@ -175,9 +696,30 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 44,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.colorbar.Colorbar at 0x7f9713667670>"
+      ]
+     },
+     "execution_count": 44,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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+      "text/plain": [
+       "<Figure size 600x1800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "plt.figure(figsize=(6,18))\n",
     "\n",
@@ -221,13 +763,1910 @@
    "metadata": {},
    "outputs": [],
    "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'01': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json',\n",
+       " '02': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/02/02_pvsamv1.json',\n",
+       " '03': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/03/03_pvsamv1.json',\n",
+       " '04': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/04/04_pvsamv1.json',\n",
+       " '05': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/05/05_pvsamv1.json',\n",
+       " '06': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/06/06_pvsamv1.json',\n",
+       " '07': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/07/07_pvsamv1.json',\n",
+       " '08': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/08/08_pvsamv1.json',\n",
+       " '09': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/09/09_pvsamv1.json',\n",
+       " '10': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/10/10_pvsamv1.json'}"
+      ]
+     },
+     "execution_count": 5,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "weather_df = geo_weather.isel(gid=0).to_dataframe()\n",
+    "meta_dict = geo_meta.iloc[0].to_dict()\n",
+    "\n",
+    "# path to files\n",
+    "# 01 - 10\n",
+    "options = ['01', '02', '03', '04', '05', '06', '07', '08', '09', '10']\n",
+    "\n",
+    "config_dict = {\n",
+    "    option: f\"/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/{option}/{option}_pvsamv1.json\" for option in options\n",
+    "}\n",
+    "\n",
+    "config_dict"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We run two different configs out of the 10 provided. The annual POA appears the same for these configs but the ground irradiance values are different as shown below. The distance indicies are not the real indexes."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "config_files1={'pv' : config_dict['01']}\n",
+    "config_files2={'pv' : config_dict['02']}\n",
+    "\n",
+    "res1 = pvdeg.pysam.inspire_ground_irradiance(weather_df, meta_dict, config_files1) \n",
+    "res2 = pvdeg.pysam.inspire_ground_irradiance(weather_df, meta_dict, config_files2) \n",
+    "\n",
+    "ds1 = pvdeg.pysam._handle_pysam_return(res1)\n",
+    "ds2 = pvdeg.pysam._handle_pysam_return(res2)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
+       "Dimensions:            (time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa         float64 8B 2.736e+05\n",
+       "    ground_irradiance  (time, distance) float64 1MB dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-59d2245c-c76a-4ef0-b43b-296b3a23ab7b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-59d2245c-c76a-4ef0-b43b-296b3a23ab7b' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-352365a7-b55a-4ddc-aaf7-0876210505c6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-352365a7-b55a-4ddc-aaf7-0876210505c6' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-880576ba-470f-4ce9-a8ce-3e0cb8792ea1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-880576ba-470f-4ce9-a8ce-3e0cb8792ea1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-735f0dd0-af95-47d5-9e18-ac983ea5a614' class='xr-var-data-in' type='checkbox'><label for='data-735f0dd0-af95-47d5-9e18-ac983ea5a614' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-bb3b6877-a65b-4572-a9ed-4ce9a5d3131a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bb3b6877-a65b-4572-a9ed-4ce9a5d3131a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc32ac98-8c2e-4a67-b3bf-fd1071e71ba6' class='xr-var-data-in' type='checkbox'><label for='data-cc32ac98-8c2e-4a67-b3bf-fd1071e71ba6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2ecabd9a-5fca-4562-87e0-2883ff05e2be' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2ecabd9a-5fca-4562-87e0-2883ff05e2be' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.736e+05</div><input id='attrs-a0fbf9e5-d3fa-4aee-99b2-3717de153eda' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a0fbf9e5-d3fa-4aee-99b2-3717de153eda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f89c6704-ef2f-487e-83a6-a156598d742a' class='xr-var-data-in' type='checkbox'><label for='data-f89c6704-ef2f-487e-83a6-a156598d742a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(273630.41348031)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</div><input id='attrs-5b01e05c-4724-400f-88d3-258ae9b37696' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5b01e05c-4724-400f-88d3-258ae9b37696' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-abc5d169-6583-4811-bd98-df5d5b56513d' class='xr-var-data-in' type='checkbox'><label for='data-abc5d169-6583-4811-bd98-df5d5b56513d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.34 MiB </td>\n",
+       "                        <td> 1.34 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 10) </td>\n",
+       "                        <td> (17520, 10) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >10</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-535fc4c2-9608-40f1-b06d-dc48c146be1d' class='xr-section-summary-in' type='checkbox'  ><label for='section-535fc4c2-9608-40f1-b06d-dc48c146be1d' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8a0da586-47fd-4158-86e5-4c14693bc368' class='xr-index-data-in' type='checkbox'/><label for='index-8a0da586-47fd-4158-86e5-4c14693bc368' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-616f0d7e-7760-489a-99d6-4aa27a4243f2' class='xr-index-data-in' type='checkbox'/><label for='index-616f0d7e-7760-489a-99d6-4aa27a4243f2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a551e669-6d0e-4188-b0b4-bfe56996ef2f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a551e669-6d0e-4188-b0b4-bfe56996ef2f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 2MB\n",
+       "Dimensions:            (time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa         float64 8B 2.736e+05\n",
+       "    ground_irradiance  (time, distance) float64 1MB dask.array<chunksize=(17520, 10), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 30,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ds1"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "  min-width: 300px;\n",
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+       "\n",
+       ".xr-text-repr-fallback {\n",
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+       ".xr-header > div,\n",
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+       "  margin-top: 0;\n",
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+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
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+       "\n",
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+       "  padding-left: 0 !important;\n",
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+       "\n",
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+       "  display: contents;\n",
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+       "\n",
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+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
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+       "\n",
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+       "\n",
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+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
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+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
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+       "  color: var(--xr-font-color2);\n",
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+       "  text-align: center;\n",
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+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
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+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
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+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
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+       "\n",
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+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
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+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
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+       "  display: contents;\n",
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+       "\n",
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+       "\n",
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+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
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+       "  padding: 0 5px !important;\n",
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+       "\n",
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+       "  display: none;\n",
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+       ".xr-array-in:checked ~ .xr-array-data,\n",
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+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
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+       "  list-style: none;\n",
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+       "  margin: 0;\n",
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+       "\n",
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+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
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+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
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+       "  padding-right: 5px;\n",
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+       "\n",
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+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
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+       "\n",
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+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
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+       "\n",
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+       "\n",
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+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
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+       "  width: auto;\n",
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+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
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+       "  display: grid;\n",
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+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
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+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
+       "Dimensions:            (time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa         float64 8B 2.736e+05\n",
+       "    ground_irradiance  (time, distance) float64 1MB dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7b65a5a5-b23d-4259-a11e-c75a2a5c03f2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7b65a5a5-b23d-4259-a11e-c75a2a5c03f2' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-637c36f2-748a-47b5-bfe7-796e2b9583ec' class='xr-section-summary-in' type='checkbox'  checked><label for='section-637c36f2-748a-47b5-bfe7-796e2b9583ec' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-8ab8b241-db90-4491-a73a-69967fc420ec' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8ab8b241-db90-4491-a73a-69967fc420ec' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a307848-5534-4e55-ac3b-a0baed6242f7' class='xr-var-data-in' type='checkbox'><label for='data-2a307848-5534-4e55-ac3b-a0baed6242f7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-fd3ced9d-fd3e-4a3c-88ed-1188f5549c4d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fd3ced9d-fd3e-4a3c-88ed-1188f5549c4d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-909b0de2-61d2-4654-b277-81fe8db310b2' class='xr-var-data-in' type='checkbox'><label for='data-909b0de2-61d2-4654-b277-81fe8db310b2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ad0921ee-5a42-404c-b988-63333c3e86f7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ad0921ee-5a42-404c-b988-63333c3e86f7' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.736e+05</div><input id='attrs-d873b206-5571-41e5-974b-d0f11eca2c70' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d873b206-5571-41e5-974b-d0f11eca2c70' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef55d371-b933-4e81-92db-44224021cc55' class='xr-var-data-in' type='checkbox'><label for='data-ef55d371-b933-4e81-92db-44224021cc55' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(273630.41348031)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</div><input id='attrs-eeb97cc0-a014-45dc-9fc2-3bf84b7bc18d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-eeb97cc0-a014-45dc-9fc2-3bf84b7bc18d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2dd09d5-3822-40d6-a4b9-bfb7ca3df8af' class='xr-var-data-in' type='checkbox'><label for='data-b2dd09d5-3822-40d6-a4b9-bfb7ca3df8af' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 1.34 MiB </td>\n",
+       "                        <td> 1.34 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 10) </td>\n",
+       "                        <td> (17520, 10) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >10</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-770202bf-5b7e-4582-bded-8bb06cf2b1cd' class='xr-section-summary-in' type='checkbox'  ><label for='section-770202bf-5b7e-4582-bded-8bb06cf2b1cd' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-9b652b5f-8c59-4cd5-956a-52b759049529' class='xr-index-data-in' type='checkbox'/><label for='index-9b652b5f-8c59-4cd5-956a-52b759049529' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-51d89760-60db-433a-8373-9ce2d1e87b40' class='xr-index-data-in' type='checkbox'/><label for='index-51d89760-60db-433a-8373-9ce2d1e87b40' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a5b9ee47-e931-429f-9f66-3a9ba2ce63cc' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a5b9ee47-e931-429f-9f66-3a9ba2ce63cc' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 2MB\n",
+       "Dimensions:            (time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa         float64 8B 2.736e+05\n",
+       "    ground_irradiance  (time, distance) float64 1MB dask.array<chunksize=(17520, 10), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 31,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "ds2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "  color: var(--xr-disabled-color);\n",
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+       "\n",
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+       "\n",
+       ".xr-section-details {\n",
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+       "}\n",
+       "\n",
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+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
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+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
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+       "\n",
+       ".xr-var-name span,\n",
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+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
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+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
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+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
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+       "  float: left;\n",
+       "  padding-right: 10px;\n",
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+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
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+       ".xr-no-icon {\n",
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+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;ground_irradiance&#x27; (time: 3156, distance: 10)&gt; Size: 252kB\n",
+       "array([[5.75000778, 6.81571978, 8.5343234 , ..., 8.44491123, 6.84407973,\n",
+       "        5.77561202],\n",
+       "       [3.23635362, 3.84641097, 4.82869613, ..., 4.77427455, 3.86100979,\n",
+       "        3.251067  ],\n",
+       "       [2.83297997, 3.36778282, 4.22750632, ..., 4.17682637, 3.37907801,\n",
+       "        2.84592762],\n",
+       "       ...,\n",
+       "       [2.82727475, 3.35709743, 4.21585467, ..., 4.18072614, 3.37589277,\n",
+       "        2.83982618],\n",
+       "       [6.14378031, 7.28084641, 9.1213216 , ..., 9.04050337, 7.31845355,\n",
+       "        6.1708254 ],\n",
+       "       [4.44587279, 5.28112444, 6.6310527 , ..., 6.56734252, 5.30656218,\n",
+       "        4.46582299]])\n",
+       "Coordinates:\n",
+       "  * time      (time) datetime64[ns] 25kB 2022-01-01T16:00:00 ... 2022-12-31T1...\n",
+       "  * distance  (distance) int64 80B 0 1 2 3 4 5 6 7 8 9</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'ground_irradiance'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 3156</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-ba84fb69-5518-4740-a81e-24f48cd3a7d5' class='xr-array-in' type='checkbox' checked><label for='section-ba84fb69-5518-4740-a81e-24f48cd3a7d5' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>5.75 6.816 8.534 9.969 10.68 10.63 ... 8.281 7.673 6.567 5.307 4.466</span></div><div class='xr-array-data'><pre>array([[5.75000778, 6.81571978, 8.5343234 , ..., 8.44491123, 6.84407973,\n",
+       "        5.77561202],\n",
+       "       [3.23635362, 3.84641097, 4.82869613, ..., 4.77427455, 3.86100979,\n",
+       "        3.251067  ],\n",
+       "       [2.83297997, 3.36778282, 4.22750632, ..., 4.17682637, 3.37907801,\n",
+       "        2.84592762],\n",
+       "       ...,\n",
+       "       [2.82727475, 3.35709743, 4.21585467, ..., 4.18072614, 3.37589277,\n",
+       "        2.83982618],\n",
+       "       [6.14378031, 7.28084641, 9.1213216 , ..., 9.04050337, 7.31845355,\n",
+       "        6.1708254 ],\n",
+       "       [4.44587279, 5.28112444, 6.6310527 , ..., 6.56734252, 5.30656218,\n",
+       "        4.46582299]])</pre></div></div></li><li class='xr-section-item'><input id='section-53e900fe-d131-47df-b328-fc37105fbfdc' class='xr-section-summary-in' type='checkbox'  checked><label for='section-53e900fe-d131-47df-b328-fc37105fbfdc' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01T16:00:00 ... 2022-12-...</div><input id='attrs-b6fccee2-d606-47e1-ab71-6a41736d4220' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b6fccee2-d606-47e1-ab71-6a41736d4220' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-31cd5c0c-d6c7-4f4e-a01e-4815579f8952' class='xr-var-data-in' type='checkbox'><label for='data-31cd5c0c-d6c7-4f4e-a01e-4815579f8952' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T16:00:00.000000000&#x27;, &#x27;2022-01-02T16:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-03T16:00:00.000000000&#x27;, ..., &#x27;2022-12-29T16:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-30T16:00:00.000000000&#x27;, &#x27;2022-12-31T16:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-bfbc9b08-5c72-4c76-a556-663d9f7d4f83' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bfbc9b08-5c72-4c76-a556-663d9f7d4f83' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-69d8237e-8b6e-4200-b2ee-76b43bfc723a' class='xr-var-data-in' type='checkbox'><label for='data-69d8237e-8b6e-4200-b2ee-76b43bfc723a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-33d5399f-09ce-4583-8428-2d2045e9ab56' class='xr-section-summary-in' type='checkbox'  ><label for='section-33d5399f-09ce-4583-8428-2d2045e9ab56' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7f28b5b3-a156-4e12-bc07-a80acdb00867' class='xr-index-data-in' type='checkbox'/><label for='index-7f28b5b3-a156-4e12-bc07-a80acdb00867' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 16:00:00&#x27;, &#x27;2022-01-02 16:00:00&#x27;,\n",
+       "               &#x27;2022-01-03 16:00:00&#x27;, &#x27;2022-01-04 16:00:00&#x27;,\n",
+       "               &#x27;2022-01-05 16:00:00&#x27;, &#x27;2022-01-06 16:00:00&#x27;,\n",
+       "               &#x27;2022-01-07 16:00:00&#x27;, &#x27;2022-01-08 16:00:00&#x27;,\n",
+       "               &#x27;2022-01-09 16:00:00&#x27;, &#x27;2022-01-10 16:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-22 16:00:00&#x27;, &#x27;2022-12-23 16:00:00&#x27;,\n",
+       "               &#x27;2022-12-24 16:00:00&#x27;, &#x27;2022-12-25 16:00:00&#x27;,\n",
+       "               &#x27;2022-12-26 16:00:00&#x27;, &#x27;2022-12-27 16:00:00&#x27;,\n",
+       "               &#x27;2022-12-28 16:00:00&#x27;, &#x27;2022-12-29 16:00:00&#x27;,\n",
+       "               &#x27;2022-12-30 16:00:00&#x27;, &#x27;2022-12-31 16:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=3156, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-37949956-277e-4b97-b773-0ddbb8611a1b' class='xr-index-data-in' type='checkbox'/><label for='index-37949956-277e-4b97-b773-0ddbb8611a1b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-90e8f6a6-19ec-4c48-b9fb-52385b2bf9cb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-90e8f6a6-19ec-4c48-b9fb-52385b2bf9cb' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.DataArray 'ground_irradiance' (time: 3156, distance: 10)> Size: 252kB\n",
+       "array([[5.75000778, 6.81571978, 8.5343234 , ..., 8.44491123, 6.84407973,\n",
+       "        5.77561202],\n",
+       "       [3.23635362, 3.84641097, 4.82869613, ..., 4.77427455, 3.86100979,\n",
+       "        3.251067  ],\n",
+       "       [2.83297997, 3.36778282, 4.22750632, ..., 4.17682637, 3.37907801,\n",
+       "        2.84592762],\n",
+       "       ...,\n",
+       "       [2.82727475, 3.35709743, 4.21585467, ..., 4.18072614, 3.37589277,\n",
+       "        2.83982618],\n",
+       "       [6.14378031, 7.28084641, 9.1213216 , ..., 9.04050337, 7.31845355,\n",
+       "        6.1708254 ],\n",
+       "       [4.44587279, 5.28112444, 6.6310527 , ..., 6.56734252, 5.30656218,\n",
+       "        4.46582299]])\n",
+       "Coordinates:\n",
+       "  * time      (time) datetime64[ns] 25kB 2022-01-01T16:00:00 ... 2022-12-31T1...\n",
+       "  * distance  (distance) int64 80B 0 1 2 3 4 5 6 7 8 9"
+      ]
+     },
+     "execution_count": 28,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mask = np.any(ds1.ground_irradiance != 0, axis=1)\n",
+    "\n",
+    "nonzero = ds1.ground_irradiance.compute()[mask.compute()]\n",
+    "\n",
+    "nonzero.compute()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;ground_irradiance&#x27; (time: 3156, distance: 10)&gt; Size: 252kB\n",
+       "array([[7.06233363, 7.39554398, 8.11977724, ..., 8.10870709, 7.49858932,\n",
+       "        7.09628666],\n",
+       "       [3.98710499, 4.17824515, 4.59019211, ..., 4.5834376 , 4.23525868,\n",
+       "        4.00591693],\n",
+       "       [3.49067497, 3.65859914, 4.01731711, ..., 4.01100985, 3.70677081,\n",
+       "        3.50659409],\n",
+       "       ...,\n",
+       "       [3.48102596, 3.64553123, 4.01318906, ..., 4.00887056, 3.7024543 ,\n",
+       "        3.49970561],\n",
+       "       [7.54605911, 7.89978085, 8.68438986, ..., 8.67443697, 8.01862736,\n",
+       "        7.58509934],\n",
+       "       [5.4753274 , 5.73569692, 6.30850165, ..., 6.30063946, 5.82034418,\n",
+       "        5.50316637]])\n",
+       "Coordinates:\n",
+       "  * time      (time) datetime64[ns] 25kB 2022-01-01T16:00:00 ... 2022-12-31T1...\n",
+       "  * distance  (distance) int64 80B 0 1 2 3 4 5 6 7 8 9</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'ground_irradiance'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 3156</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-e6b9fdf5-1f26-468a-98d7-d70526e34240' class='xr-array-in' type='checkbox' checked><label for='section-e6b9fdf5-1f26-468a-98d7-d70526e34240' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>7.062 7.396 8.12 8.713 9.054 9.043 ... 7.035 6.759 6.301 5.82 5.503</span></div><div class='xr-array-data'><pre>array([[7.06233363, 7.39554398, 8.11977724, ..., 8.10870709, 7.49858932,\n",
+       "        7.09628666],\n",
+       "       [3.98710499, 4.17824515, 4.59019211, ..., 4.5834376 , 4.23525868,\n",
+       "        4.00591693],\n",
+       "       [3.49067497, 3.65859914, 4.01731711, ..., 4.01100985, 3.70677081,\n",
+       "        3.50659409],\n",
+       "       ...,\n",
+       "       [3.48102596, 3.64553123, 4.01318906, ..., 4.00887056, 3.7024543 ,\n",
+       "        3.49970561],\n",
+       "       [7.54605911, 7.89978085, 8.68438986, ..., 8.67443697, 8.01862736,\n",
+       "        7.58509934],\n",
+       "       [5.4753274 , 5.73569692, 6.30850165, ..., 6.30063946, 5.82034418,\n",
+       "        5.50316637]])</pre></div></div></li><li class='xr-section-item'><input id='section-efdc3222-195c-420c-a9ba-88c85ee2ee35' class='xr-section-summary-in' type='checkbox'  checked><label for='section-efdc3222-195c-420c-a9ba-88c85ee2ee35' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01T16:00:00 ... 2022-12-...</div><input id='attrs-ad7841c0-c40d-4937-a059-fe37fe9bfca1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ad7841c0-c40d-4937-a059-fe37fe9bfca1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-189e3d1b-e754-46dd-af01-eb41a039ac55' class='xr-var-data-in' type='checkbox'><label for='data-189e3d1b-e754-46dd-af01-eb41a039ac55' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T16:00:00.000000000&#x27;, &#x27;2022-01-02T16:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-03T16:00:00.000000000&#x27;, ..., &#x27;2022-12-29T16:00:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-30T16:00:00.000000000&#x27;, &#x27;2022-12-31T16:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-27479f46-42bb-4a2f-bc6d-f1bdbf3d3413' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-27479f46-42bb-4a2f-bc6d-f1bdbf3d3413' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-65e2f9a0-715f-47de-aeaa-a5eba0662645' class='xr-var-data-in' type='checkbox'><label for='data-65e2f9a0-715f-47de-aeaa-a5eba0662645' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4edeade9-20c5-4847-a473-220aba9ffa6f' class='xr-section-summary-in' type='checkbox'  ><label for='section-4edeade9-20c5-4847-a473-220aba9ffa6f' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-5ba26471-6aec-4e9e-b4c9-d5d04b192e42' class='xr-index-data-in' type='checkbox'/><label for='index-5ba26471-6aec-4e9e-b4c9-d5d04b192e42' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 16:00:00&#x27;, &#x27;2022-01-02 16:00:00&#x27;,\n",
+       "               &#x27;2022-01-03 16:00:00&#x27;, &#x27;2022-01-04 16:00:00&#x27;,\n",
+       "               &#x27;2022-01-05 16:00:00&#x27;, &#x27;2022-01-06 16:00:00&#x27;,\n",
+       "               &#x27;2022-01-07 16:00:00&#x27;, &#x27;2022-01-08 16:00:00&#x27;,\n",
+       "               &#x27;2022-01-09 16:00:00&#x27;, &#x27;2022-01-10 16:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-22 16:00:00&#x27;, &#x27;2022-12-23 16:00:00&#x27;,\n",
+       "               &#x27;2022-12-24 16:00:00&#x27;, &#x27;2022-12-25 16:00:00&#x27;,\n",
+       "               &#x27;2022-12-26 16:00:00&#x27;, &#x27;2022-12-27 16:00:00&#x27;,\n",
+       "               &#x27;2022-12-28 16:00:00&#x27;, &#x27;2022-12-29 16:00:00&#x27;,\n",
+       "               &#x27;2022-12-30 16:00:00&#x27;, &#x27;2022-12-31 16:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=3156, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-78b00552-b41c-4854-89f8-4ac87571c0c9' class='xr-index-data-in' type='checkbox'/><label for='index-78b00552-b41c-4854-89f8-4ac87571c0c9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-411cfd45-8222-4d25-b480-dd0886da6659' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-411cfd45-8222-4d25-b480-dd0886da6659' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.DataArray 'ground_irradiance' (time: 3156, distance: 10)> Size: 252kB\n",
+       "array([[7.06233363, 7.39554398, 8.11977724, ..., 8.10870709, 7.49858932,\n",
+       "        7.09628666],\n",
+       "       [3.98710499, 4.17824515, 4.59019211, ..., 4.5834376 , 4.23525868,\n",
+       "        4.00591693],\n",
+       "       [3.49067497, 3.65859914, 4.01731711, ..., 4.01100985, 3.70677081,\n",
+       "        3.50659409],\n",
+       "       ...,\n",
+       "       [3.48102596, 3.64553123, 4.01318906, ..., 4.00887056, 3.7024543 ,\n",
+       "        3.49970561],\n",
+       "       [7.54605911, 7.89978085, 8.68438986, ..., 8.67443697, 8.01862736,\n",
+       "        7.58509934],\n",
+       "       [5.4753274 , 5.73569692, 6.30850165, ..., 6.30063946, 5.82034418,\n",
+       "        5.50316637]])\n",
+       "Coordinates:\n",
+       "  * time      (time) datetime64[ns] 25kB 2022-01-01T16:00:00 ... 2022-12-31T1...\n",
+       "  * distance  (distance) int64 80B 0 1 2 3 4 5 6 7 8 9"
+      ]
+     },
+     "execution_count": 29,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mask = np.any(ds2.ground_irradiance != 0, axis=1)\n",
+    "\n",
+    "nonzero = ds2.ground_irradiance.compute()[mask.compute()]\n",
+    "\n",
+    "nonzero.compute()"
+   ]
   }
  ],
  "metadata": {
   "kernelspec": {
    "display_name": "rpp",
    "language": "python",
-   "name": "rpp"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
diff --git a/scripts/pysam_geospatial.ipynb b/scripts/pysam_geospatial.ipynb
index 3da40c1e..1f773c09 100644
--- a/scripts/pysam_geospatial.ipynb
+++ b/scripts/pysam_geospatial.ipynb
@@ -34,7 +34,7 @@
     }
    ],
    "source": [
-    "workers = 6\n",
+    "workers = 8\n",
     "\n",
     "cluster = LocalCluster(\n",
     "    n_workers=workers,\n",
@@ -48,7 +48,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": 3,
    "metadata": {},
    "outputs": [
     {
@@ -63,17 +63,17 @@
    "source": [
     "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
     "\n",
-    "locationGetter.addLocation(country=\"United States\", downsample_factor=80)"
+    "locationGetter.addLocation(country=\"United States\", downsample_factor=40)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
+      "image/png": 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",
       "text/plain": [
        "<Figure size 1500x1000 with 1 Axes>"
       ]
@@ -88,7 +88,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": 5,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -100,27 +100,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(23, 8)"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "geo_meta.shape"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": 6,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -138,28 +118,58 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 13,
+   "execution_count": 7,
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "ERROR:tornado.application:Exception in callback functools.partial(<bound method IOLoop._discard_future_result of <tornado.platform.asyncio.AsyncIOMainLoop object at 0x7f076249a6e0>>, <Task finished name='Task-103502' coro=<ProfileTimePlot.trigger_update.<locals>.cb() done, defined at /home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/utils.py:836> exception=AttributeError(\"'NoneType' object has no attribute 'add_next_tick_callback'\")>)\n",
+      "Traceback (most recent call last):\n",
+      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/tornado/ioloop.py\", line 750, in _run_callback\n",
+      "    ret = callback()\n",
+      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/tornado/ioloop.py\", line 774, in _discard_future_result\n",
+      "    future.result()\n",
+      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/utils.py\", line 838, in wrapper\n",
+      "    return await func(*args, **kwargs)\n",
+      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/dashboard/components/shared.py\", line 315, in cb\n",
+      "    self.doc().add_next_tick_callback(lambda: self.update(prof, metadata))\n",
+      "AttributeError: 'NoneType' object has no attribute 'add_next_tick_callback'\n",
+      "ERROR:tornado.application:Exception in callback functools.partial(<bound method IOLoop._discard_future_result of <tornado.platform.asyncio.AsyncIOMainLoop object at 0x7f076249a6e0>>, <Task finished name='Task-140965' coro=<ProfileTimePlot.trigger_update.<locals>.cb() done, defined at /home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/utils.py:836> exception=AttributeError(\"'NoneType' object has no attribute 'add_next_tick_callback'\")>)\n",
+      "Traceback (most recent call last):\n",
+      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/tornado/ioloop.py\", line 750, in _run_callback\n",
+      "    ret = callback()\n",
+      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/tornado/ioloop.py\", line 774, in _discard_future_result\n",
+      "    future.result()\n",
+      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/utils.py\", line 838, in wrapper\n",
+      "    return await func(*args, **kwargs)\n",
+      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/dashboard/components/shared.py\", line 315, in cb\n",
+      "    self.doc().add_next_tick_callback(lambda: self.update(prof, metadata))\n",
+      "AttributeError: 'NoneType' object has no attribute 'add_next_tick_callback'\n"
+     ]
+    }
+   ],
    "source": [
     "pysam_tiny_res = pvdeg.geospatial.analysis(\n",
     "    weather_ds = geo_weather,\n",
     "    meta_df = geo_meta,\n",
     "    func = pvdeg.pysam.inspire_ground_irradiance, \n",
     "    template = template,\n",
+    "    config_files = {\"pv\" : '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json'}\n",
     ")"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": 8,
    "metadata": {},
    "outputs": [
     {
      "name": "stderr",
      "output_type": "stream",
      "text": [
-      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/client.py:3245: UserWarning: Sending large graph of size 30.89 MiB.\n",
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/client.py:3245: UserWarning: Sending large graph of size 108.44 MiB.\n",
       "This may cause some slowdown.\n",
       "Consider scattering data ahead of time and using futures.\n",
       "  warnings.warn(\n"
@@ -167,7 +177,626 @@
     }
    ],
    "source": [
-    "pysam_tiny_res.to_netcdf('medium-pysam-ground-irradiance.nc', engine='h5netcdf')"
+    "pysam_tiny_res.to_netcdf('downsample40-conf01-pysam-ground-irradiance.nc', engine='h5netcdf')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
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+       "Data variables:\n",
+       "    annual_poa         (latitude, longitude) float64 1kB nan nan nan ... nan nan\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 191MB dask.array&lt;chunksize=(17520, 10, 1, 17), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-f78caeaa-0fde-4fb7-95af-1387616b7b6f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f78caeaa-0fde-4fb7-95af-1387616b7b6f' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 17</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-20481fa4-5ebb-4f26-b20d-db529d2e8010' class='xr-section-summary-in' type='checkbox'  checked><label for='section-20481fa4-5ebb-4f26-b20d-db529d2e8010' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>24.85 28.13 31.33 ... 44.13 47.33</div><input id='attrs-48113965-cff9-4772-9d4a-7d2ce33f1714' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-48113965-cff9-4772-9d4a-7d2ce33f1714' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a326728a-af44-44c5-85ec-30e613edc320' class='xr-var-data-in' type='checkbox'><label for='data-a326728a-af44-44c5-85ec-30e613edc320' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([24.85, 28.13, 31.33, 34.53, 37.73, 40.93, 44.13, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-122.3 -119.1 ... -74.34 -71.14</div><input id='attrs-5017fa5f-e404-46ef-a162-30845e14abdc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5017fa5f-e404-46ef-a162-30845e14abdc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ddc9fce-da2c-4536-b238-8b10d93c99a9' class='xr-var-data-in' type='checkbox'><label for='data-7ddc9fce-da2c-4536-b238-8b10d93c99a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-122.34, -119.14, -115.94, -112.74, -109.54, -106.34, -103.14,  -99.94,\n",
+       "        -96.74,  -93.54,  -90.34,  -87.14,  -83.94,  -80.74,  -77.54,  -74.34,\n",
+       "        -71.14], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-242485db-e8cd-4706-babf-881eec31b4af' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-242485db-e8cd-4706-babf-881eec31b4af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be421098-1e3b-4623-a8a2-a9d7ddcae062' class='xr-var-data-in' type='checkbox'><label for='data-be421098-1e3b-4623-a8a2-a9d7ddcae062' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-6827e20b-9b44-4615-9785-2604f2acfff3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6827e20b-9b44-4615-9785-2604f2acfff3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-75e0d1d2-fe44-431b-b360-8a928ed3b96c' class='xr-var-data-in' type='checkbox'><label for='data-75e0d1d2-fe44-431b-b360-8a928ed3b96c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8c731f49-046d-4bdb-bec6-30b64eb333be' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8c731f49-046d-4bdb-bec6-30b64eb333be' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-708d990f-c313-4642-a88c-4b2a40d487d4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-708d990f-c313-4642-a88c-4b2a40d487d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-16e0102d-c314-45b6-986d-114562847299' class='xr-var-data-in' type='checkbox'><label for='data-16e0102d-c314-45b6-986d-114562847299' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[            nan,             nan,             nan,\n",
+       "                    nan,             nan,             nan,\n",
+       "                    nan,             nan,             nan,\n",
+       "                    nan,             nan,             nan,\n",
+       "                    nan, 601973.54187014,             nan,\n",
+       "                    nan,             nan],\n",
+       "       [            nan,             nan,             nan,\n",
+       "                    nan,             nan,             nan,\n",
+       "                    nan, 485428.56681267,             nan,\n",
+       "                    nan,             nan,             nan,\n",
+       "                    nan, 624982.58194708,             nan,\n",
+       "                    nan,             nan],\n",
+       "       [            nan,             nan,             nan,\n",
+       "                    nan,             nan,             nan,\n",
+       "        546288.38186935, 518024.13732738, 485198.32907909,\n",
+       "        470380.41347693, 480481.97880003, 478417.5343792 ,\n",
+       "        594628.83487859,             nan,             nan,\n",
+       "                    nan,             nan],\n",
+       "       [            nan, 325773.60313525, 312814.90984134,\n",
+       "        428800.94011545, 438084.30727499, 424241.70303776,\n",
+       "...\n",
+       "        500987.1063053 , 501933.6089306 , 535533.18876588,\n",
+       "                    nan,             nan],\n",
+       "       [294381.83229543, 298935.08396679, 299635.1004778 ,\n",
+       "        363015.61440559, 379914.60621212, 397099.50059471,\n",
+       "        375683.0742691 , 437294.11675156, 422374.37734658,\n",
+       "        406079.37485405, 414371.80521831, 414059.18194315,\n",
+       "        488747.53818801, 479241.82822851, 486987.33640919,\n",
+       "        507126.75363944,             nan],\n",
+       "       [241288.12749021, 286272.50975196, 364080.90527559,\n",
+       "        384896.62007307, 392023.63955272, 358526.2626258 ,\n",
+       "        347293.62409974, 420847.75341232, 401219.94788685,\n",
+       "        389313.15247943, 378357.31753714, 369404.91755292,\n",
+       "        482650.56794919,             nan,             nan,\n",
+       "        468202.26062135, 493348.31555038],\n",
+       "       [227592.93897732, 273630.41348031, 258086.79020233,\n",
+       "        365990.77447967, 326287.61035356, 326465.66972834,\n",
+       "        315876.1743698 , 402308.82472248, 391209.22639675,\n",
+       "        373274.71839835, 359394.80249353, 398225.49904678,\n",
+       "                    nan,             nan,             nan,\n",
+       "                    nan,             nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 10, 1, 17), meta=np.ndarray&gt;</div><input id='attrs-db38c873-2d08-49fa-a2d3-ba0c14940832' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-db38c873-2d08-49fa-a2d3-ba0c14940832' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-94aa4725-e48a-411c-85ea-7053cdc79a63' class='xr-var-data-in' type='checkbox'><label for='data-94aa4725-e48a-411c-85ea-7053cdc79a63' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 181.79 MiB </td>\n",
+       "                        <td> 22.72 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (17520, 10, 8, 17) </td>\n",
+       "                        <td> (17520, 10, 1, 17) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 8 chunks in 199 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
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+       "  <text x=\"187.474299\" y=\"52.886915\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,187.474299,52.886915)\">10</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-ea9dfcff-f47e-4596-908b-5d70cc5a3574' class='xr-section-summary-in' type='checkbox'  ><label for='section-ea9dfcff-f47e-4596-908b-5d70cc5a3574' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-009ac184-feed-43f6-841c-93eb776fb43c' class='xr-index-data-in' type='checkbox'/><label for='index-009ac184-feed-43f6-841c-93eb776fb43c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-614d2cfb-e9c2-4291-963d-a86d2984a5a3' class='xr-index-data-in' type='checkbox'/><label for='index-614d2cfb-e9c2-4291-963d-a86d2984a5a3' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-317a9772-461d-40ea-9708-335a378a9860' class='xr-index-data-in' type='checkbox'/><label for='index-317a9772-461d-40ea-9708-335a378a9860' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([24.850000381469727,   28.1299991607666, 31.329999923706055,\n",
+       "       34.529998779296875,  37.72999954223633,  40.93000030517578,\n",
+       "       44.130001068115234,  47.33000183105469],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-2e50661e-7846-4690-8d3e-30397d2db4e5' class='xr-index-data-in' type='checkbox'/><label for='index-2e50661e-7846-4690-8d3e-30397d2db4e5' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-122.33999633789062, -119.13999938964844, -115.94000244140625,\n",
+       "       -112.73999786376953, -109.54000091552734, -106.33999633789062,\n",
+       "       -103.13999938964844,  -99.94000244140625,  -96.73999786376953,\n",
+       "        -93.54000091552734,  -90.33999633789062,  -87.13999938964844,\n",
+       "        -83.94000244140625,  -80.73999786376953,  -77.54000091552734,\n",
+       "        -74.33999633789062,  -71.13999938964844],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ebf2b459-d058-4fed-9ce9-349f3321174e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ebf2b459-d058-4fed-9ce9-349f3321174e' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 191MB\n",
+       "Dimensions:            (latitude: 8, longitude: 17, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 32B 24.85 28.13 31.33 ... 44.13 47.33\n",
+       "  * longitude          (longitude) float32 68B -122.3 -119.1 ... -74.34 -71.14\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa         (latitude, longitude) float64 1kB nan nan nan ... nan nan\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 191MB dask.array<chunksize=(17520, 10, 1, 17), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 9,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pysam_tiny_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "res = pvdeg.pysam.inspire_ground_irradiance(\n",
+    "    geo_weather.isel(gid=0).to_dataframe(),\n",
+    "    geo_meta.iloc[0].to_dict(),\n",
+    "    config_files = {\"pv\" : '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json'}\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "(0.2502810919746036,\n",
+       " 0.7508432759238107,\n",
+       " 1.251405459873018,\n",
+       " 1.751967643822225,\n",
+       " 2.2525298277714323,\n",
+       " 2.753092011720639,\n",
+       " 3.2536541956698466,\n",
+       " 3.7542163796190535,\n",
+       " 4.2547785635682605,\n",
+       " 4.755340747517468)"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res.ground_irradiance[0][1:]"
    ]
   },
   {
diff --git a/scripts/pysam_wrangling.ipynb b/scripts/pysam_wrangling.ipynb
index 7c0768b6..0d815d54 100644
--- a/scripts/pysam_wrangling.ipynb
+++ b/scripts/pysam_wrangling.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 45,
+   "execution_count": 1,
    "id": "418f5441-58af-40a8-b5d8-efa5234f9e04",
    "metadata": {},
    "outputs": [],
@@ -25,505 +25,214 @@
   },
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-   "execution_count": 4,
-   "id": "2c571466-9b8f-4b82-b027-0dfb1b77fd3d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# geospatial scenario with downsample factor 120\n",
-    "tiny_res = xr.open_dataset(\"tiny-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
-    "\n",
-    "tiny_res"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 13,
-   "id": "3d648297",
-   "metadata": {
-    "scrolled": false
-   },
-   "outputs": [
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-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 14MB\n",
-       "Dimensions:            (latitude: 2, longitude: 5, time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * latitude           (latitude) float32 8B 31.33 40.93\n",
-       "  * longitude          (longitude) float32 20B -115.9 -106.3 ... -87.14 -77.54\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 14MB ...\n",
-       "    annual_poa         (latitude, longitude) float64 80B ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-42628ceb-0eec-4845-a7f2-13a43d9275e1' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-42628ceb-0eec-4845-a7f2-13a43d9275e1' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 2</li><li><span class='xr-has-index'>longitude</span>: 5</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-76b1f03a-e699-4d02-b51b-a097b6da21ca' class='xr-section-summary-in' type='checkbox'  checked><label for='section-76b1f03a-e699-4d02-b51b-a097b6da21ca' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>31.33 40.93</div><input id='attrs-a4610529-8f5d-49a8-9a70-0f06bf86f232' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a4610529-8f5d-49a8-9a70-0f06bf86f232' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d194f001-d222-4a74-93e7-e50ebe429480' class='xr-var-data-in' type='checkbox'><label for='data-d194f001-d222-4a74-93e7-e50ebe429480' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([31.33, 40.93], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-115.9 -106.3 -96.74 -87.14 -77.54</div><input id='attrs-e1ff91a3-6ca2-40c2-920d-e6354cb649e7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e1ff91a3-6ca2-40c2-920d-e6354cb649e7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-c3883910-e79e-4571-8d76-8326d2b27b97' class='xr-var-data-in' type='checkbox'><label for='data-c3883910-e79e-4571-8d76-8326d2b27b97' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-115.94, -106.34,  -96.74,  -87.14,  -77.54], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-580aeef6-c213-4c80-9dac-2e64db0faa6a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-580aeef6-c213-4c80-9dac-2e64db0faa6a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5421804f-af43-4234-894d-d2f46e087890' class='xr-var-data-in' type='checkbox'><label for='data-5421804f-af43-4234-894d-d2f46e087890' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-d5f96719-2bae-4106-b815-b83cb24a3b83' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d5f96719-2bae-4106-b815-b83cb24a3b83' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1acdf8f1-4a68-4434-b1f9-069e5a47c324' class='xr-var-data-in' type='checkbox'><label for='data-1acdf8f1-4a68-4434-b1f9-069e5a47c324' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3ba540b0-b8f6-4a4e-af68-a330fb8aa7d4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3ba540b0-b8f6-4a4e-af68-a330fb8aa7d4' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-35ba28b5-61b7-4bb4-bb00-9f618db8bb7b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-35ba28b5-61b7-4bb4-bb00-9f618db8bb7b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-48bc49bd-138f-4fdd-9e27-16661447f7d3' class='xr-var-data-in' type='checkbox'><label for='data-48bc49bd-138f-4fdd-9e27-16661447f7d3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[1752000 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-3f8cd866-1106-4106-ad15-83b910c19903' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3f8cd866-1106-4106-ad15-83b910c19903' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be17aefa-73a9-4784-8996-71eb6769c670' class='xr-var-data-in' type='checkbox'><label for='data-be17aefa-73a9-4784-8996-71eb6769c670' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[10 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c9c068de-2a93-47a5-a715-9edf9b3a39f4' class='xr-section-summary-in' type='checkbox'  ><label for='section-c9c068de-2a93-47a5-a715-9edf9b3a39f4' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-2a432570-6379-42b0-bdea-84ba97705b01' class='xr-index-data-in' type='checkbox'/><label for='index-2a432570-6379-42b0-bdea-84ba97705b01' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([31.33, 40.93], dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c18753ba-a12e-4365-b019-9e1710826318' class='xr-index-data-in' type='checkbox'/><label for='index-c18753ba-a12e-4365-b019-9e1710826318' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-115.94000244140625, -106.33999633789062,  -96.73999786376953,\n",
-       "        -87.13999938964844,  -77.54000091552734],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-58f6c462-1fce-4523-b1f4-5e3515c3a1ed' class='xr-index-data-in' type='checkbox'/><label for='index-58f6c462-1fce-4523-b1f4-5e3515c3a1ed' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ccca6ad2-63da-48f8-8792-09ef54820801' class='xr-index-data-in' type='checkbox'/><label for='index-ccca6ad2-63da-48f8-8792-09ef54820801' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5faeaf26-0a26-4afe-a163-6ae758d8bdd4' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5faeaf26-0a26-4afe-a163-6ae758d8bdd4' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 14MB\n",
-       "Dimensions:            (latitude: 2, longitude: 5, time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * latitude           (latitude) float32 8B 31.33 40.93\n",
-       "  * longitude          (longitude) float32 20B -115.9 -106.3 ... -87.14 -77.54\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 14MB ...\n",
-       "    annual_poa         (latitude, longitude) float64 80B ..."
-      ]
-     },
-     "execution_count": 13,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "execution_count": null,
+   "id": "2c571466-9b8f-4b82-b027-0dfb1b77fd3d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# geospatial scenario with downsample factor 120\n",
+    "tiny_res = xr.open_dataset(\"tiny-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
+    "\n",
+    "tiny_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3d648297",
+   "metadata": {},
+   "outputs": [],
    "source": [
     "tiny_res"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 10,
+   "execution_count": null,
    "id": "d08c8138",
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f1a3a6d0070>,\n",
-       " <matplotlib.lines.Line2D at 0x7f1a3a6f70d0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f1a3a6f7190>,\n",
-       " <matplotlib.lines.Line2D at 0x7f1a3a6f7280>,\n",
-       " <matplotlib.lines.Line2D at 0x7f1a3a6f7370>,\n",
-       " <matplotlib.lines.Line2D at 0x7f1a3a6f7460>,\n",
-       " <matplotlib.lines.Line2D at 0x7f1a3a6f7550>,\n",
-       " <matplotlib.lines.Line2D at 0x7f1a3a6f7640>,\n",
-       " <matplotlib.lines.Line2D at 0x7f1a3a6f7730>,\n",
-       " <matplotlib.lines.Line2D at 0x7f1a3a6f7820>]"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "plt.plot(tiny_res.isel(latitude=0, longitude=2).ground_irradiance)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 14,
+   "execution_count": null,
    "id": "c90afdea-0a28-45f4-96af-59fa51288765",
    "metadata": {},
+   "outputs": [],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(tiny_res, 'annual_poa', 'nearest')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "40f7ff57-a8f2-43a0-b59b-0ee6099898d1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# geospatial scenarion with downsample factor 80\n",
+    "# this fails to capture a lot of information still, it is only 23 points\n",
+    "medium_res = xr.open_dataset(\"medium-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
+    "\n",
+    "medium_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "da92f0ce-9120-405b-bbbb-38741721c3b5",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(medium_res, 'annual_poa', 'nearest')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "de82ccdf-50a5-47c0-b753-e8f92cf484b0",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.plot(medium_res.isel(latitude=0, longitude=0)[\"ground_irradiance\"])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "67580a53-b5b3-4b5b-8da7-9ce4a9efe955",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nonzero_mask = (medium_res[\"ground_irradiance\"] != 0).any(dim=\"distance\")\n",
+    "\n",
+    "filtered_data = medium_res[\"ground_irradiance\"].where(nonzero_mask, drop=True)\n",
+    "\n",
+    "monthly_avg_ground_irradiance = filtered_data.groupby(filtered_data.time.dt.month).mean()\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "cb791439",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(monthly_avg_ground_irradiance)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "365df99d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ground_irradiance_4th_index = monthly_avg_ground_irradiance.sel(distance=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d79b185a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "print(ground_irradiance_4th_index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "230ea6c3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ground_irradiance = ground_irradiance_4th_index\n",
+    "\n",
+    "mean_irradiance = ground_irradiance.mean(dim=\"month\")\n",
+    "\n",
+    "# Create the map\n",
+    "fig, ax = plt.subplots(subplot_kw={'projection': ccrs.PlateCarree()}, figsize=(12, 8))\n",
+    "\n",
+    "# Plot data\n",
+    "mesh = ax.pcolormesh(\n",
+    "    mean_irradiance.longitude,\n",
+    "    mean_irradiance.latitude,\n",
+    "    mean_irradiance,\n",
+    "    transform=ccrs.PlateCarree(),\n",
+    "    cmap=\"viridis\",\n",
+    "    shading=\"auto\"\n",
+    ")\n",
+    "\n",
+    "# Add map features\n",
+    "ax.coastlines()\n",
+    "ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
+    "ax.add_feature(cfeature.LAND, edgecolor='black')\n",
+    "ax.add_feature(cfeature.LAKES, edgecolor='blue')\n",
+    "ax.add_feature(cfeature.RIVERS)\n",
+    "\n",
+    "# Add colorbar\n",
+    "cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
+    "cbar.set_label(\"Mean Ground Irradiance\")\n",
+    "\n",
+    "# Add title\n",
+    "plt.title(\"Mean Ground Irradiance Across Locations\", fontsize=16)\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "81b980ee",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# unform downsample (40) with 81 points.\n",
+    "medium_res = xr.open_dataset(\"downsample40-conf01-pysam-ground-irradiance.nc\", engine='h5netcdf')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "id": "c18e6581-a0b7-495a-834c-d3037287bd64",
+   "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": 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",
       "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
+       "190759028"
       ]
      },
+     "execution_count": 30,
      "metadata": {},
-     "output_type": "display_data"
+     "output_type": "execute_result"
     }
    ],
    "source": [
-    "pvdeg.geospatial.plot_sparse_analysis(tiny_res, 'annual_poa', 'nearest')"
+    "medium_res.nbytes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "id": "dd2e927a-4a52-4a8d-af2c-93e4ad38b25a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "monthly_avgs = pvdeg.pysam.ground_irradiance_monthly(medium_res)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 15,
-   "id": "40f7ff57-a8f2-43a0-b59b-0ee6099898d1",
+   "execution_count": 32,
+   "id": "e0320823-05a6-4f7e-96a3-8a412ab9f462",
    "metadata": {},
    "outputs": [
     {
@@ -892,287 +601,460 @@
        "  stroke: currentColor;\n",
        "  fill: currentColor;\n",
        "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 45MB\n",
-       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;ground_irradiance&#x27; (month: 12, distance: 10, latitude: 8,\n",
+       "                                       longitude: 17)&gt; Size: 131kB\n",
+       "array([[[[         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         ...,\n",
+       "         [ 10.41962366,  17.82948461,  11.73724099, ...,  82.28686289,\n",
+       "           77.10985046,          nan],\n",
+       "         [  9.50345957,   9.27590903,  20.44108019, ...,          nan,\n",
+       "           66.06530518,  69.03198783],\n",
+       "         [  7.70186367,   7.26903473,   7.88108233, ...,          nan,\n",
+       "                   nan,          nan]],\n",
+       "\n",
+       "        [[         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "...\n",
+       "         [  8.97576756,  12.82691854,  13.06751631, ...,  29.40779764,\n",
+       "           34.2868798 ,          nan],\n",
+       "         [  9.09025682,   8.47786849,  22.07300481, ...,          nan,\n",
+       "           25.07068585,  32.58895902],\n",
+       "         [  2.84022597,   6.25347221,   3.15414737, ...,          nan,\n",
+       "                   nan,          nan]],\n",
+       "\n",
+       "        [[         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         ...,\n",
+       "         [  7.60753284,  10.85365448,  11.06343892, ...,  38.44336481,\n",
+       "           43.25931485,          nan],\n",
+       "         [  7.6539358 ,   7.16639784,  18.66742741, ...,          nan,\n",
+       "           29.44235931,  40.23465042],\n",
+       "         [  2.39546432,   5.25751369,   2.65834079, ...,          nan,\n",
+       "                   nan,          nan]]]])\n",
        "Coordinates:\n",
-       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
-       "    annual_poa         (latitude, longitude) float64 256B ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-5cd3a78d-084a-4a9d-8ea1-e1d8c56767ea' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-5cd3a78d-084a-4a9d-8ea1-e1d8c56767ea' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 4</li><li><span class='xr-has-index'>longitude</span>: 8</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-94c59207-9aa0-44cd-90ab-683813dc1187' class='xr-section-summary-in' type='checkbox'  checked><label for='section-94c59207-9aa0-44cd-90ab-683813dc1187' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>28.13 34.53 40.93 47.33</div><input id='attrs-d8eacc45-51bc-4a1e-ae49-28612ceb20b4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d8eacc45-51bc-4a1e-ae49-28612ceb20b4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-6cb9559e-3815-4e93-986c-66332ad6f316' class='xr-var-data-in' type='checkbox'><label for='data-6cb9559e-3815-4e93-986c-66332ad6f316' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([28.13, 34.53, 40.93, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-119.1 -112.7 ... -80.74 -74.34</div><input id='attrs-40efa626-cf05-494a-b7c8-d2d23ae00a5a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-40efa626-cf05-494a-b7c8-d2d23ae00a5a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-255718d4-595e-47ef-ac07-009b74548430' class='xr-var-data-in' type='checkbox'><label for='data-255718d4-595e-47ef-ac07-009b74548430' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-119.14, -112.74, -106.34,  -99.94,  -93.54,  -87.14,  -80.74,  -74.34],\n",
-       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-1dfdbd9b-d26b-4459-81bb-dff78e470c0b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1dfdbd9b-d26b-4459-81bb-dff78e470c0b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cefdf8de-5fde-4fb9-8ae3-b570710d4c5c' class='xr-var-data-in' type='checkbox'><label for='data-cefdf8de-5fde-4fb9-8ae3-b570710d4c5c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-1a0ba938-9741-4acd-b383-d829c68ad558' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1a0ba938-9741-4acd-b383-d829c68ad558' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-efc5d02e-b8a3-4766-bef3-32d46ea1f2b3' class='xr-var-data-in' type='checkbox'><label for='data-efc5d02e-b8a3-4766-bef3-32d46ea1f2b3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-5051d473-b8d4-45de-bea6-3ef165d6fb42' class='xr-section-summary-in' type='checkbox'  checked><label for='section-5051d473-b8d4-45de-bea6-3ef165d6fb42' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-722fbd2d-d3ec-445c-b4c1-669c989c497e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-722fbd2d-d3ec-445c-b4c1-669c989c497e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a3886d44-be08-4e39-a24a-e929ae6819af' class='xr-var-data-in' type='checkbox'><label for='data-a3886d44-be08-4e39-a24a-e929ae6819af' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[5606400 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-e6b10c7c-9fb9-49f8-8540-da8753aa1f40' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-e6b10c7c-9fb9-49f8-8540-da8753aa1f40' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b3445a1e-1b43-4b1c-a7e9-d12844597a6c' class='xr-var-data-in' type='checkbox'><label for='data-b3445a1e-1b43-4b1c-a7e9-d12844597a6c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[32 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-0133ad79-75d2-4ab7-a5ab-bc9d5f8bdde5' class='xr-section-summary-in' type='checkbox'  ><label for='section-0133ad79-75d2-4ab7-a5ab-bc9d5f8bdde5' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-dd609696-6b7c-4907-ab63-a75aa7ac8fd2' class='xr-index-data-in' type='checkbox'/><label for='index-dd609696-6b7c-4907-ab63-a75aa7ac8fd2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([28.1299991607666, 34.529998779296875, 40.93000030517578,\n",
-       "       47.33000183105469],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-109635c8-721d-4cbe-90fd-00f545bee59c' class='xr-index-data-in' type='checkbox'/><label for='index-109635c8-721d-4cbe-90fd-00f545bee59c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-119.13999938964844, -112.73999786376953, -106.33999633789062,\n",
-       "        -99.94000244140625,  -93.54000091552734,  -87.13999938964844,\n",
-       "        -80.73999786376953,  -74.33999633789062],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-79b70e19-ed62-41b3-a716-7484587c3b0b' class='xr-index-data-in' type='checkbox'/><label for='index-79b70e19-ed62-41b3-a716-7484587c3b0b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-fcc6136d-ea49-46d3-8ed8-97ea56405428' class='xr-index-data-in' type='checkbox'/><label for='index-fcc6136d-ea49-46d3-8ed8-97ea56405428' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-067082ad-1980-46a3-9ca4-35002264ff1c' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-067082ad-1980-46a3-9ca4-35002264ff1c' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+       "  * latitude   (latitude) float32 32B 24.85 28.13 31.33 ... 40.93 44.13 47.33\n",
+       "  * longitude  (longitude) float32 68B -122.3 -119.1 -115.9 ... -74.34 -71.14\n",
+       "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'ground_irradiance'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>month</span>: 12</li><li><span class='xr-has-index'>distance</span>: 10</li><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 17</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-3650d59b-1a25-4e50-a181-39b1b0443f58' class='xr-array-in' type='checkbox' checked><label for='section-3650d59b-1a25-4e50-a181-39b1b0443f58' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>nan nan nan nan nan nan nan nan ... 13.62 12.23 nan nan nan nan nan</span></div><div class='xr-array-data'><pre>array([[[[         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         ...,\n",
+       "         [ 10.41962366,  17.82948461,  11.73724099, ...,  82.28686289,\n",
+       "           77.10985046,          nan],\n",
+       "         [  9.50345957,   9.27590903,  20.44108019, ...,          nan,\n",
+       "           66.06530518,  69.03198783],\n",
+       "         [  7.70186367,   7.26903473,   7.88108233, ...,          nan,\n",
+       "                   nan,          nan]],\n",
+       "\n",
+       "        [[         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "...\n",
+       "         [  8.97576756,  12.82691854,  13.06751631, ...,  29.40779764,\n",
+       "           34.2868798 ,          nan],\n",
+       "         [  9.09025682,   8.47786849,  22.07300481, ...,          nan,\n",
+       "           25.07068585,  32.58895902],\n",
+       "         [  2.84022597,   6.25347221,   3.15414737, ...,          nan,\n",
+       "                   nan,          nan]],\n",
+       "\n",
+       "        [[         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         ...,\n",
+       "         [  7.60753284,  10.85365448,  11.06343892, ...,  38.44336481,\n",
+       "           43.25931485,          nan],\n",
+       "         [  7.6539358 ,   7.16639784,  18.66742741, ...,          nan,\n",
+       "           29.44235931,  40.23465042],\n",
+       "         [  2.39546432,   5.25751369,   2.65834079, ...,          nan,\n",
+       "                   nan,          nan]]]])</pre></div></div></li><li class='xr-section-item'><input id='section-71797ba1-da34-4d6b-8b2b-3c17c7e499ad' class='xr-section-summary-in' type='checkbox'  checked><label for='section-71797ba1-da34-4d6b-8b2b-3c17c7e499ad' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>24.85 28.13 31.33 ... 44.13 47.33</div><input id='attrs-b8385a33-9e86-432f-a95a-f8daed09bf10' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b8385a33-9e86-432f-a95a-f8daed09bf10' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ff16cb8-b2e2-4ce7-870b-32c94393de1e' class='xr-var-data-in' type='checkbox'><label for='data-5ff16cb8-b2e2-4ce7-870b-32c94393de1e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([24.85, 28.13, 31.33, 34.53, 37.73, 40.93, 44.13, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-122.3 -119.1 ... -74.34 -71.14</div><input id='attrs-dfebcdf7-88dd-47db-9b9d-aa9518ebae75' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dfebcdf7-88dd-47db-9b9d-aa9518ebae75' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a3f34c4f-e535-4837-a8d5-24b1fdfe925d' class='xr-var-data-in' type='checkbox'><label for='data-a3f34c4f-e535-4837-a8d5-24b1fdfe925d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-122.34, -119.14, -115.94, -112.74, -109.54, -106.34, -103.14,  -99.94,\n",
+       "        -96.74,  -93.54,  -90.34,  -87.14,  -83.94,  -80.74,  -77.54,  -74.34,\n",
+       "        -71.14], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-9c3eaecb-566b-4a82-a5df-a4852cbf0c8b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9c3eaecb-566b-4a82-a5df-a4852cbf0c8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d46e4a48-b299-4cd1-b9cd-f14d9bfabe5e' class='xr-var-data-in' type='checkbox'><label for='data-d46e4a48-b299-4cd1-b9cd-f14d9bfabe5e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>month</span></div><div class='xr-var-dims'>(month)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 2 3 4 5 6 7 8 9 10 11 12</div><input id='attrs-5bafc16d-ca96-4ab7-862a-ceabf2cfd471' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5bafc16d-ca96-4ab7-862a-ceabf2cfd471' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15c3e8f2-4490-4171-b2a9-3d9e7f98e145' class='xr-var-data-in' type='checkbox'><label for='data-15c3e8f2-4490-4171-b2a9-3d9e7f98e145' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4def9f5d-31dd-4ca7-b413-6b575980c29c' class='xr-section-summary-in' type='checkbox'  ><label for='section-4def9f5d-31dd-4ca7-b413-6b575980c29c' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d868ba0a-6a55-4995-8b93-90ea4c3bddf1' class='xr-index-data-in' type='checkbox'/><label for='index-d868ba0a-6a55-4995-8b93-90ea4c3bddf1' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([24.850000381469727,   28.1299991607666, 31.329999923706055,\n",
+       "       34.529998779296875,  37.72999954223633,  40.93000030517578,\n",
+       "       44.130001068115234,  47.33000183105469],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7050999f-82de-4abc-9054-86d1463b3724' class='xr-index-data-in' type='checkbox'/><label for='index-7050999f-82de-4abc-9054-86d1463b3724' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-122.33999633789062, -119.13999938964844, -115.94000244140625,\n",
+       "       -112.73999786376953, -109.54000091552734, -106.33999633789062,\n",
+       "       -103.13999938964844,  -99.94000244140625,  -96.73999786376953,\n",
+       "        -93.54000091552734,  -90.33999633789062,  -87.13999938964844,\n",
+       "        -83.94000244140625,  -80.73999786376953,  -77.54000091552734,\n",
+       "        -74.33999633789062,  -71.13999938964844],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d8da07fd-3eff-4aa3-b4bc-73682f93317e' class='xr-index-data-in' type='checkbox'/><label for='index-d8da07fd-3eff-4aa3-b4bc-73682f93317e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>month</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c775923e-dc28-4784-b26d-373511e70b84' class='xr-index-data-in' type='checkbox'/><label for='index-c775923e-dc28-4784-b26d-373511e70b84' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], dtype=&#x27;int64&#x27;, name=&#x27;month&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a16273d9-7670-496a-9689-a3d7c0dcce46' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a16273d9-7670-496a-9689-a3d7c0dcce46' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
       ],
       "text/plain": [
-       "<xarray.Dataset> Size: 45MB\n",
-       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "<xarray.DataArray 'ground_irradiance' (month: 12, distance: 10, latitude: 8,\n",
+       "                                       longitude: 17)> Size: 131kB\n",
+       "array([[[[         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         ...,\n",
+       "         [ 10.41962366,  17.82948461,  11.73724099, ...,  82.28686289,\n",
+       "           77.10985046,          nan],\n",
+       "         [  9.50345957,   9.27590903,  20.44108019, ...,          nan,\n",
+       "           66.06530518,  69.03198783],\n",
+       "         [  7.70186367,   7.26903473,   7.88108233, ...,          nan,\n",
+       "                   nan,          nan]],\n",
+       "\n",
+       "        [[         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "...\n",
+       "         [  8.97576756,  12.82691854,  13.06751631, ...,  29.40779764,\n",
+       "           34.2868798 ,          nan],\n",
+       "         [  9.09025682,   8.47786849,  22.07300481, ...,          nan,\n",
+       "           25.07068585,  32.58895902],\n",
+       "         [  2.84022597,   6.25347221,   3.15414737, ...,          nan,\n",
+       "                   nan,          nan]],\n",
+       "\n",
+       "        [[         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         [         nan,          nan,          nan, ...,          nan,\n",
+       "                   nan,          nan],\n",
+       "         ...,\n",
+       "         [  7.60753284,  10.85365448,  11.06343892, ...,  38.44336481,\n",
+       "           43.25931485,          nan],\n",
+       "         [  7.6539358 ,   7.16639784,  18.66742741, ...,          nan,\n",
+       "           29.44235931,  40.23465042],\n",
+       "         [  2.39546432,   5.25751369,   2.65834079, ...,          nan,\n",
+       "                   nan,          nan]]]])\n",
        "Coordinates:\n",
-       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
-       "    annual_poa         (latitude, longitude) float64 256B ..."
+       "  * latitude   (latitude) float32 32B 24.85 28.13 31.33 ... 40.93 44.13 47.33\n",
+       "  * longitude  (longitude) float32 68B -122.3 -119.1 -115.9 ... -74.34 -71.14\n",
+       "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12"
       ]
      },
-     "execution_count": 15,
+     "execution_count": 32,
      "metadata": {},
      "output_type": "execute_result"
     }
    ],
    "source": [
-    "# geospatial scenarion with downsample factor 80\n",
-    "# this fails to capture a lot of information still, it is only 23 points\n",
-    "medium_res = xr.open_dataset(\"medium-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
-    "\n",
-    "medium_res"
+    "monthly_avgs"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
-   "id": "da92f0ce-9120-405b-bbbb-38741721c3b5",
+   "execution_count": 33,
+   "id": "6f0b7df8-8350-4885-b011-407746e92426",
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 3 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
+    },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
+       "<Figure size 1200x800 with 2 Axes>"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "pvdeg.geospatial.plot_sparse_analysis(medium_res, 'annual_poa', 'nearest')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 24,
-   "id": "de82ccdf-50a5-47c0-b753-e8f92cf484b0",
-   "metadata": {},
-   "outputs": [
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 4 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
+    },
     {
      "data": {
+      "image/png": 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",
       "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f5a85354b80>,\n",
-       " <matplotlib.lines.Line2D at 0x7f5a853542b0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f5a853550f0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f5a853559c0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f5a85355360>,\n",
-       " <matplotlib.lines.Line2D at 0x7f5a85355300>,\n",
-       " <matplotlib.lines.Line2D at 0x7f5a853551b0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f5a85354fa0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f5a85354250>,\n",
-       " <matplotlib.lines.Line2D at 0x7f5a853541c0>]"
+       "<Figure size 1200x800 with 2 Axes>"
       ]
      },
-     "execution_count": 24,
      "metadata": {},
-     "output_type": "execute_result"
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 5 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
     },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
+       "<Figure size 1200x800 with 2 Axes>"
       ]
      },
      "metadata": {},
      "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.plot(medium_res.isel(latitude=0, longitude=0)[\"ground_irradiance\"])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 16,
-   "id": "67580a53-b5b3-4b5b-8da7-9ce4a9efe955",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "nonzero_mask = (medium_res[\"ground_irradiance\"] != 0).any(dim=\"distance\")\n",
-    "\n",
-    "filtered_data = medium_res[\"ground_irradiance\"].where(nonzero_mask, drop=True)\n",
-    "\n",
-    "monthly_avg_ground_irradiance = filtered_data.groupby(filtered_data.time.dt.month).mean()\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 39,
-   "id": "cb791439",
-   "metadata": {},
-   "outputs": [
+    },
     {
-     "name": "stdout",
+     "name": "stderr",
      "output_type": "stream",
      "text": [
-      "<xarray.DataArray 'ground_irradiance' (month: 12, distance: 10, latitude: 4,\n",
-      "                                       longitude: 8)> Size: 31kB\n",
-      "array([[[[         nan,          nan,          nan, ...,          nan,\n",
-      "          251.39039332,          nan],\n",
-      "         [ 58.11468011, 135.50811653, 130.04334361, ..., 133.85232808,\n",
-      "          181.60070609,          nan],\n",
-      "         [ 24.4110864 ,  33.46128267,  51.87048449, ...,  90.97590087,\n",
-      "          107.67174537, 131.8752547 ],\n",
-      "         [  8.26424536,  22.79696518,  19.23474817, ...,  24.92301527,\n",
-      "                   nan,          nan]],\n",
-      "\n",
-      "        [[         nan,          nan,          nan, ...,          nan,\n",
-      "          103.76320269,          nan],\n",
-      "         [ 55.77057148, 115.69480471, 112.8438219 , ...,  99.32727088,\n",
-      "          120.38113996,          nan],\n",
-      "         [ 22.53734324,  31.22800764,  51.19419846, ...,  86.67066136,\n",
-      "           96.55777299, 120.14957928],\n",
-      "         [  7.38388653,  22.51238988,  18.32837128, ...,  21.68954543,\n",
-      "                   nan,          nan]],\n",
-      "\n",
-      "        [[         nan,          nan,          nan, ...,          nan,\n",
-      "           42.57529255,          nan],\n",
-      "...\n",
-      "         [ 12.333173  ,  28.41159403,  22.87259253, ...,  27.3881325 ,\n",
-      "                   nan,          nan]],\n",
-      "\n",
-      "        [[         nan,          nan,          nan, ...,          nan,\n",
-      "          248.19258977,          nan],\n",
-      "         [ 42.87367917,  88.80021582, 106.52643991, ..., 113.11738056,\n",
-      "          164.02841003,          nan],\n",
-      "         [ 24.38907928,  40.30138706,  54.3540074 , ...,  52.7384575 ,\n",
-      "           77.66398026, 108.71171791],\n",
-      "         [ 12.03743894,  27.73215436,  22.3266134 , ...,  26.7337941 ,\n",
-      "                   nan,          nan]],\n",
-      "\n",
-      "        [[         nan,          nan,          nan, ...,          nan,\n",
-      "          245.29237797,          nan],\n",
-      "         [ 43.48132746,  88.60786711, 103.92382316, ..., 113.43129613,\n",
-      "          161.74577644,          nan],\n",
-      "         [ 20.04100436,  34.44959505,  47.99611584, ...,  52.2727773 ,\n",
-      "           77.46978657, 114.82469067],\n",
-      "         [  9.83042264,  22.66160408,  18.25205791, ...,  21.96490808,\n",
-      "                   nan,          nan]]]])\n",
-      "Coordinates:\n",
-      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
-      "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 6 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
      ]
-    }
-   ],
-   "source": [
-    "print(monthly_avg_ground_irradiance)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 40,
-   "id": "365df99d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ground_irradiance_4th_index = monthly_avg_ground_irradiance.sel(distance=4)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 42,
-   "id": "d79b185a",
-   "metadata": {},
-   "outputs": [
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 7 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 8 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 9 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 10 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 11 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 12 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 13 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
     {
-     "name": "stdout",
+     "name": "stderr",
      "output_type": "stream",
      "text": [
-      "<xarray.DataArray 'ground_irradiance' (month: 12, latitude: 4, longitude: 8)> Size: 3kB\n",
-      "array([[[         nan,          nan,          nan,  55.55454222,\n",
-      "                  nan,          nan,  54.30759401,          nan],\n",
-      "        [ 35.66458307,  40.59103488,  40.46357   ,  44.17483044,\n",
-      "          38.23314725,  45.83745845,  47.71876003,          nan],\n",
-      "        [ 39.04732841,  59.41248872,  51.33722895,  45.81060321,\n",
-      "          44.22284708,  47.42881641,  63.82298453,  56.19135839],\n",
-      "        [ 18.42538431,  31.28036718,  32.88908583,  47.30613005,\n",
-      "          47.39860878,  39.10015323,          nan,          nan]],\n",
-      "\n",
-      "       [[         nan,          nan,          nan, 104.8980246 ,\n",
-      "                  nan,          nan, 155.29302898,          nan],\n",
-      "        [ 36.79962246,  41.09304574,  45.26533339,  66.73025286,\n",
-      "          49.57519075,  53.01782325,  67.4399442 ,          nan],\n",
-      "        [ 53.60133553,  60.33875813,  55.05855703,  48.44754639,\n",
-      "          58.31600858,  59.08787611,  67.57435107,  54.71638341],\n",
-      "        [ 36.28722966,  46.43342067,  43.50432716,  62.83279925,\n",
-      "          60.6334192 ,  53.1093523 ,          nan,          nan]],\n",
-      "\n",
-      "       [[         nan,          nan,          nan, 348.21173935,\n",
-      "                  nan,          nan, 378.74006794,          nan],\n",
-      "...\n",
-      "        [ 38.29083014,  37.54177384,  39.04654308,  53.44733554,\n",
-      "          56.17393716,  63.47109262,          nan,          nan]],\n",
-      "\n",
-      "       [[         nan,          nan,          nan,  50.67159834,\n",
-      "                  nan,          nan,  76.8608843 ,          nan],\n",
-      "        [ 34.86013943,  34.68086615,  40.94334403,  48.2680945 ,\n",
-      "          45.57431594,  45.95696384,  53.67188758,          nan],\n",
-      "        [ 41.21827863,  53.5286527 ,  47.62802565,  49.86548579,\n",
-      "          47.2155504 ,  42.41094187,  48.98625946,  46.93656222],\n",
-      "        [ 26.93523979,  31.05764138,  27.01988711,  34.65464139,\n",
-      "          40.5100063 ,  41.67008131,          nan,          nan]],\n",
-      "\n",
-      "       [[         nan,          nan,          nan,  47.10179432,\n",
-      "                  nan,          nan,  66.80519706,          nan],\n",
-      "        [ 27.96973337,  28.58968181,  33.16463003,  50.27248172,\n",
-      "          46.83395599,  47.73322266,  51.28955115,          nan],\n",
-      "        [ 22.58342063,  34.84724638,  46.73696187,  41.06061184,\n",
-      "          44.12415287,  32.52202571,  41.72006111,  38.7341562 ],\n",
-      "        [ 10.55177385,  26.54350573,  21.51469669,  36.23303271,\n",
-      "          26.80682775,  24.15405281,          nan,          nan]]])\n",
-      "Coordinates:\n",
-      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
-      "    distance   int64 8B 4\n",
-      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
+      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 14 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
+      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
      ]
+    },
+    {
+     "data": {
+      "image/png": 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06dOHTZs2UVxcTGpqKgBffPEFAGeddVZTFuKjsWnTJkpKSujbt2+LOPFGGmMhV65cecz9Hclzzz0HtHxnLFiwgOjoaPLz8/n222+ZNm1a07pG+y+++GLMZnOHjtfWvdD4nS5atAidTtdi/cKFC4mMjKS2tpYNGzYwYcIEYmNjycjIYOvWrdx+++1cc801rb53GmnMEv/ggw8SHR3N3LlziYqK6pD9x8vxnF8wGOTrr78G4LrrruvQ8UpKSvj000/ZvXs3drudQCAAwI4dO4DwvTxnzpwTOKMwRUVFHDhwAAg/dz9FkiSuuuoqfvOb3/Ddd9/xhz/8oUWb1p4dCL/rdu/e3exd15XfoYKCQtehCFsFhZ8BU6ZMITMzk3feeYdHH32UxYsXY7Vajykk8vLygHBymGMliKmsrGz6fzAY5Oabb+aZZ55p6uy3Rn19favL09LSWl1utVoBjpoo6EgaExAJIZrZdyTvvPNO0/+LioqaREVrxMXFtZolt7q6usmmzMzMVrft27cv0LmiHDp2rYqKigCIiYlpU2i0Zf+JkpGRcUJt9u3bxznnnNPU4W6Nn95Pjefb1jlFRkZis9mw2+3HtO1E7DiSjnxfhw4dAmDAgAHtsq3xeT1w4ECrgx1H0tbz0Bpbtmxhw4YN6PV6Lr744mbrtFotl1xyCY899hgvvPBCM2HbUfuPpK17ofH5aes7lSSJzMxMamtrmz1rixcv5rzzzuPhhx/m4YcfJioqirFjxzJjxgwuu+wyYmJimtpOnjyZ3/3udzz00ENcccUVSJJEdnY2EyZMYMGCBcybNw9ZPjm5N4/n/Kqrq3E6nQD079+/3ce67777+Nvf/nbUJEpHu5c7QqOt0dHRTff6TznWO7Ijz05XfocKCgpdhyJsFRR+BkiSxJVXXsk999zDFVdcQVlZGddddx0Gg+Go24VCIQCGDRvG0KFDj9p27NixTf//97//zX/+8x8SEhJ4+OGHOe2004iPj0ev1wPhGZw33nijTdHbWR0OtVrNkCFD2LJlC+vXr291lrIjHOt6nQwav4O26Cmds/Zcu6O1Oe+889ixYwdz587lt7/9LTk5OVitVjQaDT6fr9XZrZPBidpxMr+vxnslISGBWbNmHbXtkULuWDQOaqnV6hZeGRAWVhDOhF5XV0dERES7990Wnf2snX766Rw8eJBPP/2U77//npUrV/Lll1/y+eefc8899/D+++83E+UPPPAAN9xwAx9//DE//PADK1as4MUXX+TFF19k9OjRfPfdd5hMpk618VTy3nvvce+992I2m3niiSeYOnUqSUlJGAwGJEniD3/4A//4xz+OOjB5qunos9Pbv0MFBYWWKMJWQeFnwpVXXsl9993Hxx9/DLSvdm3j7OWECRN44okn2n2st956C4BnnnmG+fPnt1i/b9++du/rRJk/fz5btmzhrbfe4qGHHmrVJfVEiY6ORqfT4fV6ycvLY8iQIS3aNM6m/dSlVKvVAtDQ0NDqvhtnvTqDxmNXVVXhcDhanbVtq+xQV7J79262bt1KXFwc77//Pmp185+utu6nxvNt65zq6uo6NFt7vHYcL40zVLt3725X+8bnNTo6uk1X+o7i9Xp57bXXgHCJsEaX+9bweDy89tpr3HTTTUDH7W8Pjd9p4/PUGvn5+c3aNmIwGDjvvPOaPFUqKyu5++67efbZZ7n66qtbPGsZGRnccsst3HLLLQCsW7eOSy+9lHXr1vHggw9y3333ddp5NXI85xcdHY3RaMTlcrFnzx5yc3OPeZzGd/Tf/va3Vt2XO/tebrS1urqa+vr6Vmdt23pHnghd8R0qKCh0HT1jqF9BQeGESUtLa4qHGzduXLMZ1raYPXs2AB999FG73X8BampqAEhPT2+xbseOHWzevLnd+zpRfvWrX2G1WiktLeWPf/zjSTmGWq1m4sSJQNuxuY1xzVOmTGm2vLETt2vXrhbblJWVsXHjxk6zMyUlhT59+gC0qB8KYRHz9ttvd9rxOovG+ykpKamFmAR49dVXW91u0qRJQLgT35q7ZVv1LzvbjuPlzDPPBMKx7iUlJcdsP3r0aGJiYti5c+dRXaU7wnvvvUdNTQ1JSUkEAoGmWOKffp566imgeU3bRvvfeOONJlfZE6UxRvh///tfq++k999/n9raWiwWS5txxo3Exsby4IMPAlBQUEBtbe1R248ePZobb7wR4KS9w47n/FQqFTNmzADgv//9b7uOc7R3dEVFRVPM7k9pHIhrjMVtLykpKU2uxq29I4UQTct/+o7sTE7Fd6igoNB1KMJWQeFnxHvvvUdVVRWrVq1qV/vhw4dz7rnnUlhYyMKFC1ud+XI6nbz22mtNCaHgcOKiJ598spkrbWlpKZdffnmHO0UnQkxMDIsXL0aWZR566CGuvfZaSktLW7QTQhx1NupY3H777QA8/fTTLFmypNm6l156iY8++giNRsOtt97abN306dMB+Oc//0ldXV3T8srKSi6//HIcDsdx29Qav/71rwG49957m82kBYNB7rjjjnYJqFNNv379UKlUbNu2rSm5TiMff/wxjzzySKvbnXfeeSQnJ1NQUMBdd93V7F7cvn07999//ymx43gZNmwYCxYswO12s2DBAgoKCpqtDwQCfPTRR01/azQa7rnnHoQQnHPOOfzwww8t9hkMBvn2229ZvXp1u2xoFKqXXnopKpWqzXaLFi1Cq9WyadOmJsEwf/58hg8fTklJCeeff36Ty3IjHo+Hzz//vF12NHL++eeTlpZGSUkJt912W7N3SX5+ftNzeMsttzSFPhw6dIjnnnuu1XjRRg+WyMjIplnE999/n2XLlrUIA/D7/U0JsVoThJ3B8ZwfwB//+EfUajVPPPEETz31VAsX4kOHDrFhw4amvxvf0c8++yw+n69pud1u54orrmjTkyElJQWAnTt3dvjc7rjjDgD++te/smXLlqblQgjuv/9+Nm/eTEREBNdee22H9/1TuvI7VFBQ6EJObRJmBQWFU8FPy/0ci6PVsa2vr28qZaPVasXo0aPFBRdcIM4//3wxevRoodVqBdCsDuTq1aublmdlZYkLLrhAnHnmmcJgMIhBgwaJc84556glbNoqi9GeUhNt8fnnn4vY2Nim8xw5cqQ499xzxaWXXipmz57dVOZGlmVx+eWXt3p90tPTj3qMu+++WwBCkiQxceJEcfHFF4sRI0Y0HfP5559vsU1tbW3T9xUXFycWLFggpk+fLmw2mxg8eHBTGY/OulbBYFDMmzev6fucNWuWWLRokcjMzBR6vb6plm1nl/s5WtmcY5U8EkKIW2+9ten7mTRpkrjooouarm3jdW/tJ23p0qXCaDQKQPTt21csWrRIzJgxQ2g0GrFw4cI2j92W3cdrR1vLj3W8mpoaMW7cuKbva/LkyeLiiy8WU6dObbqff8qdd97ZdLxBgwaJBQsWiEWLFonJkyeLiIiINss9/ZS8vDwhSVKrpblao7Hm7s0339y07ODBg6J///4CEEajUcycOVNcdNFF4owzzhA2m63FM9We+2Xt2rUiKiqq6Zm88MILxZw5c4RerxeAmDVrVrMapZs2bWqqg9r4/rrgggvE8OHDm57X5557rql943ccExMjZsyYIS655BIxf/58ERcXJwCRnJwsCgsLj3k9Gmm8x/r06SPGjh3b5mfDhg3HdX6NvPzyy0Kj0TRtd95554mFCxeKYcOGCUmSxD333NPUNi8vr+leSE5OFueee66YP3++sNlsIjExUVx99dUCaLaNEEJ4vd6mklLDhw8Xl19+ubjmmmua1W5u690UCoXEZZddJgChVqvFtGnTxEUXXdR0fxgMBvHZZ5+1ef06UhKts79DBQWFnoEibBUUeiGdKWyFCIuh119/XcyZM0fEx8cLjUYjoqOjRW5urrjqqqvE+++/36JO6NatW8X8+fNFYmKi0Ov1Ijs7W/z2t78V9fX1x6zNejKErRBCOBwO8cQTT4g5c+aI5ORkodfrhU6nE0lJSWL69Onir3/9qzhw4ECL7dorbIUIC+g5c+aI6OhooVarRUJCgjj//PPFmjVr2tymqKhIXH755SIuLk5otVqRmZkp7rzzTtHQ0HBSrpXf7xf/93//J3JycoROpxPR0dFiwYIFYvPmzcd1jU+FsA2FQuL5558XI0eOFGazWdhsNjFx4kTx5ptvCiGOLhy3bdsmFi5cKKKiooROpxMDBw4U//jHP4Tf7++wsD1eO45X2AoRFhNPP/20OP3000VERITQarUiJSVFzJgxQzz55JOt7m/FihXikksuEenp6UKn0wmLxSL69esnzj77bPHcc8+JmpqaNm1p5E9/+pMAxKhRo47ZVojDdWsjIyOb1VhtaGgQ//znP8Xo0aOFxWIROp1OpKeni/nz5zddt/ZchyMpKCgQN910k+jTp4/QarXCYrGI8ePHi6efflr4/f5mbevr68Wjjz4qzjnnHJGdnS3MZrMwmUyiX79+4vLLL29R83fTpk3i97//vZg4caJITk4WWq1WxMbGipEjR4q///3voqqqql3Xo5HGe+xYnyPPuSPndyQ7duwQ11xzjcjMzBQ6nU7YbDaRk5Mjbr755haDE/n5+eKSSy4RaWlpTd/JDTfcIMrKysQ999zTqrAVIvw8zZ8/X8TGxgpZlgUgJk2a1LT+WO+m119/vWmQRaPRiNTUVHHllVeK3bt3H/X6dUTYdvZ3qKCg0DOQhOhGKe8UFBQUFBQUFBQUFBQUFDqIEmOroKCgoKCgoKCgoKCg0KNRhK2CgoKCgoKCgoKCgoJCj0YRtgoKCgoKCgoKCgoKCgo9GkXYKigoKCgoKCgoKCgoKPRoFGGroKCgoKCgoKCgoKCg0KNRhK2CgoKCgoKCgoKCgoJCj0bd3oYejwefz3cybVFQUFBQUFBQUFBQUFBQaEKr1aLX64/Zrl3C1uPxYDNE4sNzwoYpKCgoKCgoKCgoKCgoKLSHhIQE8vPzjylu2yVsfT4fPjxMZA5qNAgE+9lOMXnIqAgRBGAAI4knGQkpvB1eyigklb5NyxrZwXpqqaQfQ/DgJol01GiO51xPGJXF3CXHPRFUeh0jblhA7OBM9rzzPXlfrkWEQs3aBBscAIz41QWYk2NY9runusLUk4IqJ7urTThpSB5/V5tw8hChY7fpgYQiTF1twkkjYOya9/IpQZaO3aaHIAQIISPLITQ17hbra52pODwxXPXPHIp3FrHr02XhjY4Tj8/Cin23Nlt2xe1V6A2CZ+6PJcJUxLC0V1DJwfbvVAJjpAVrQhR6iwGtyYDWpKO+pJrKvFL8bi+hkECj06LWa7HE2ciaOBhZrWLF858R9AaQZInMcQOxJkYT9AXY8cVaQv6j29DgjmHtgesBUGuCWGwhbFEhDu7VMqbvs1gMVR2+PsdFMGxnvSeOdfnXEZfsJxSEqjINozP/S60zk/yqKQRD4Wcy0bYRlRwgGNJQah/ebFenzWxg3zYNoaCEvVZNwK/CaiwhynAAlexBCBX+oAF/yIBeXY9OYycY0lLpGIzDE4NRV0ufmG8xaivxBU0YNTVo1S3vq/bwwheXnNh1UWg3Tz8dwQMPRJM5wMPYqS5GT3ES8MNdl6bw61/XcuuttQB8/rmJt962cNYcJ2ef3YC63f6bCkdSXy+zZImRlSsN7NylpbJSxaAcH888U4ZW29XWtU4oBF6vhMFw/O//U01Dg4Pc3DPw+XydI2wPN9aglsIv1P5iGLVUECSIl/DLrpIiUqTMpvayUFFDOXoMJJBGA7Vo0GGUzAwQw1nPUnayHgAfHgZIw1se9BSgkrrp3XcURly9gMShA1j76NtUbj2ACjU/GTtA+vG7ssREE3IFm7673oBKpetqE04akqoXh76HeqmwVR3bPabHou49740W9CJheyRqVcvnLNZaQay1gkMrYeiCCSQNiKHiYCH+akFtcQU1ZSUIlwSifdfEbPAxI/dhnN4Y7O5kDlVN4OX/68P1d1cyeZ7E0o9z2F50JdkJS7AaSpu2EwIEMrIUwhRtJSI5JvxJiSUiOQaNPvx7HPQH8Drc+D0++k8cgSS3/l60l9aw7ZNVSAEVapUKgII1B4ADAMiokVVH7+pEmhs4rd9i7K5kfAEzta5M6koMDE5dRqS5AThVvzdhYVvVMBaz1cSfnipFkuC3F0dS1TCGfglfYTU42XjoCgBq3aPw+FofmLdFCf7yvB0An1diy2oDm1emsndLXwJ+CZVKYDCFMNtC1FSqqC/TIkmC3NEusgb52LE+hS3brm/an1rlY1jqK0Sb8zp8VlarpcPbKBwfl14Kmzar+GF5DG8+JbN/u5NLf12DSm1l7VoNzz1nYds2LR98YCExzce3tyfy+BM+brm5juxsP7m5XiIje+fvdGewfr0OIUCvF7z0ko033rDgdsuk9vGR0tdHRIrg28+jeecdNTfcYO9qc5vx4otWXnjRyr69Wrxemcw+PoYP8zJzppOFCx1oeslP/XGP0ciSTF+RyzZWY8KKk/rw7K0IISEhSRKyJBMhohGEWMVXuAnPIBqFmRxGMY4Z+PBQyH5KOUQ/MRRZ6sWd+k7CmhpH6ulD2PrS51RuPXDM9vWHykidNOIUWKagoKCg0J3JX7WTqkPFRORYSc7sT8ywFNS6cI8mFAzhtjuprSihtrIMtcdMfWk15QcKCXlbdnZlOYjFUI7FUI7dlYLDE8e2tQZWfmVGrRFg6kuFJh05tg5zpExEVBCjTYMQMGycHd2P3gCu2gbqiqvYu3QzdcVV2Iur8Lm8TcfRWQxY4yPRGHTIahV+tw+/x4e7zoHb7uyU62IxVGAxVPz41/JO2efx4vDGkdwngEoNX71jweVQY7TWIIREqX1IU7tBYyVGT6lEpw8RlxxAhGDfdj06fYgBww+Hjml1gtGTXIye5GrzmI1jjo3jBzPOa2DPlnAn3mwN8foTkew4eB5jM55Cp3GclPNWOHGSk4O8+UZ4IOnDD01cdVUCfr/E7EV2Vn5l5ocfjEREB1h0Uw1nzHFQeEDD43fHcfvtcU37+Oc/K7nuuu4lyroanw9uvjmOt9+2Ni2zRQaZurCeCbOcRMaEB6XWfmfkh88tjB3bvUI39+7VcOedseSM9DDvCjsGY4jCPC2bd2l57z0L994b4JJL6rn55joiInr2wMYJOR/EkYyVSOoJuzZUUkIVZeGZXBFAhZpo4qmktEnUArhwUMohIqQYDJiIEDEUsI8APrT04pmPzkCSGHzFbMo37+fQtxvbtUn5pr30O3cKUQMzqNl18OTap6CgoKDQrWkosdNQYqeQQpBAa9UgWYIkJGVhirQhjF6iEhOJSUhFZzYQCoWoKiyiZn8Ve5ZsRIRaurD1zy1n3IAaBo/2cM7VdZitzTtHfh/UVqmpqwpSmKdh45eV1BTW4a3ch+yvaLG/I/E2uKls+NENVup9s+yhUHimWSbIvvLpVDYMJM3m5Jm/RrNltYmUyLXoNXVsKriMKmc2V95RxdiprYvU6PjjE/o/nRCXJBgw7PDgwrV3VfPPX8exsfBKRqS9iE7dOQMKCiePBQucLF5cxq9+FceWVUYkKfzc1lWr+eJNK5t+MFJaoMFRr2q23fLlBkXY/siaNXr279fw8SdmvvzCROYALwZTiGnnNNBvsKeFQ9P3H4e9E/x+ie3btWRn+9B1AwfDqioVwaBEzkg3k+Y6fnyNhp/hkkMaln5k5qmnI3j9dQvvv19C//49NyROEuLYQTb19fXYbDYms6CFO2uNqGAjy0glCzs1gCCVbMopoIoyACKJRYuBCgrRoKUvuSSQhkoKP0wVopitrOJ05qKTTr2wVVl6jptM5qwxDL1qDj/c/zJV2/OP2jbY0BD+jywx44k7CHi8LP/jMwTc3qNu1xNQ5fbvahNOGr06xra3uiJH9rw4/fYSMPUS/6TW6KWuyJrqtmfmOorOZkCbKMgcNJyMETkc2ryDvas2o8OCbICQwU324LEkDcokb1eQojwL9ho1NZUa7DVq6qpV1FWr8LgkWsTLACqVn2FprxNj2d8+g3qBsBUCnN4YqhuyqHZkUVnfD722gQl9H+bb3X8iKSNAdZkKj/tHwSsHCIXU6PRBrv5dDUPGHl+s64lyaJ+Gx/4Qi1W9i6Gpb7Z7uzeXX3USrVI4Fna7zOefm/D5JPr08VNbK7Npk45DhzTU18vMnOli/Hg3990XzTffmJg3z8HixWVdbXaX89prFm6+Ob7N9RZbkFkX1DPtnIamZVtWG3j98Sjqa8PP7i9+UcdDD52iGP2jIAT86lexvPqqjZnn1XPO1XUt2tRUqrj/xkR+/atafvvb2lNv5FGor28gPX0Edrsdq9V61LYnHC4eJcUxXszCiJlaKtnIMmRkUsmmijJ0GKilkjhSEAh8eIkiDpWkolKUUEZhU7ZlOzXEkXSiJvVatBYjgy6aTt6Xa48papsREmz49/+Y8JfrGPKL+Wx8/O2TZ6SCgoKCQq/Ba3fjtcPW3auo2F9I7lnjyBw5uGm93++lpqCcrR+vJH/1LhCCYEhDQ+1QKu2DqXb0AUCrbiAY0iDLAn/AAEDfQR4O7NCz8eClTB/0V+SOJJrqgdS7EiiqGUWVYyBurwWVOtQ0s23RF7Pu0HUIIVOcfzjvx9BxLjIH+BhxuououAAqVVt7P/mkZ/uZc0kD7/03h0BIg1ruWYOwQsALL1hZvNjKW2+VEh/fu++3Rmy2EIsWNTRbNm9eyxn3QCA8aLRylR4hesUY0nHz9ddGbrkljomzGzj3F3X89YZEaiqbS6YzZ7p4+7+RuJ0ycy8Nz3APHecmIaWc5Z+ZWfmVme+XGXE4JMzmrk3UJEnw+OOV9Ovn589/jsEWFeS0mQ70xrBdQkB1uRq/V/p5uyI3okFLEXkYMGLCSgF7GcppRBDb5IJcQXFT+x2sYxST2c2mpsRTUcRhI7IzzOm1RPdPQ63Xsu+jHzq8bc2eAvZ/uIzscyax+en3CAV+Hi90BQUFBYXOoWxLEaVb3sYUY0Gt1uJxuPA63Ug/STilkv2kRq8nNXo9WwvPp7R2CL5A2DMqeESfyecN+78KoeLr7X+iT9wSshO6Nr71ZCCExJaCCymvy8EW6eO02R5yRlaQNcjLa49Hsm1liGjzAfaUzuHCX9bw9jMRhEIyw09zct3d1V1tfjMGjXTzzrORVNQPJClia1ebc1QCAfj0UxNFRRpCIXjueRsFh8IeKHp9z8kIe6rw/zhO4WiQ8fnoFi60XYHfDxdcEJ5ki4oNsn+7rknUxib6mXFePa8/Hs055zQwcKCXv/wlhuoKFVMXNHBwr5b3XwiLXYB9e7WMGJnO9GkuLrmkngkTujb29uab6zhwQMPLz0byzn8jiIgOYrKE8LhkqsrVDBvuYdGi+g7tMzq6P6EfvfH6988iKyuDnJz+jBo1jHHjRp7y5HEdEra72YRFRGDCihkrOgx4cLGB7/Fw2PUplSw8uPHhZgjjMGDGj48C9lFGAQbCbnvxpFJMHkGCOGnAgwsdhs49w16ENT0eb70Td3XHbrpGqnfmk3PJLAwxNpxlNZ1snYKCgoJCb0dCwlXlaPb30Ric8g5x1h1U2HMotw8iJMLdDlkKUFEQRJKCCKECVORVzCTetg+roXe5Qda5Uimvy+GCG2o44yxH06zrmm+NrP3OTISxgILq8WT29zB5ngOTJURZoYbp5x7fb/3JJCE1wMARLnZuWUi0Ka/bJpLauFHHrbfGsX17S3X2+OPl2Gw9e1bqZPD739eybJmHqVNdP1tRC+GIqfnzHaxYoeert6x4PIcD0EdPdlFdFn6HxccHmT27DpstxO23x7H6m7C2mTjRxf33V/O//1l4+ukIKivUvPGGlTfeCLvQvvpqKWed1TUx6pIEjz5ayQ031LFxo56CAg3V1TJqNcyY4WTiRHeHyxRNn34GX321FIA9e/azZ89+Pv30mxbtMjJSGTAgi4suOpe5c2cgt5Hp/kTpkLB1UE8FxU11a1WoCRLAgImJzEEgcOFAix6LZGOMmIaEhEpSo0XHQEYwkHB23gZRRxEHUKEiSAAZmY0sZ7iYSIQU0/ln2gvw1DagMRmQNWpC/sBxbQ8QPahPu4WtT1ipZSAq/NjYi0bqnj9iCgoKCgrdD0kSJNh2kmDbCbzTYr0QEnWuNHYUn4PLG4Es+QAos+9iV9HnTMq5FVlSUe3Ix6CNwKiLOsVncOKofjyn2MTDrsT1dTIv/Svc16lzpZGS6eHsq8PujKMnd16M9Mng6jtruPPiZCob+pMStaGrzWlGfr6aESMymv6WJIEQErm5Xn7xCzvnnNOA1arM1rbGxIluJk7smvjt7oROBy+/HB5cq66W2bFDR0GBmltuieezN2wAJCb56dcv/FxffXU9Gzbo+eJLE2tWHyImJjxoMnRouJTOb26L5eAR4QX793d93ooBA/wMGNA5oQT/+99/AXj++df54x//jtfbeh6fgwcLOXiwkC+++A5Jkhg5cijXXHMxF1ywoFNFboeE7WDGNsXSenHjwYUPL8n0RYMOlaQiT+zETg3jxcw266YGRZAtrCREEDNW/PgwYMaNk+2sZSJzOuXk2ktIqFjhvJ9Y9Wb66/7XbeMK6gsrkFUyluQY7Ac7PqJdX1hOyZodjL7tIizJsez7YBm++pajRoZoG6mTR+CV43nxnYWEQocvSJZ4hXQ+6rbXSEFBQUGh5yBJgkjTIU7LepwdxWvYUbSdsVlXYtJFkx47BiEESLC/7Ht0GgvDMs7rapM7zMGqCag1IeJTDnckjaYQi26sQVYJckd7msqF9ATMthB9BngoKhhLcuTGpmy73YGvvzY1/V+jEUyZ6uKKy+3Mnu1S+i0KHSY6OsQZZ7h5663wbOx119Xx+9/XtKj1++9/VyDLLbOLT57sZsP6AjZu1GE0Cvr27R5Zkk8G11xzMddcczE+n4/8/ALy8wsIBAKoVCpqa+289daHrF69Aa/XixCC9es3s379Zn75y9+iVquJjo7k2msv49Zbr0WtPixPq6truOmm37fbjg5lRZ7EfDSSlo1iOTIyw6QJeIWb5XzKUE4jVkrCJRxISBgkU5v7qxNVrGdp09+NJYN0GIgmnhxpVLtPoDOQzVa+angegAjVPkYYH0Ujdb9RK1N8JKNuPZ/Nz3+C/UDJMds3ZUU+Ekmi33lTGHTZmcgqFbX7i6jYtJfqnfn43V4MMTZG3BzuOHhcEnde2pefZrKMk1aTI55ELXVdrICSFbmHomRFPvFjhVS4fRH4/EbUag86jQOt+uS9r5SsyD2Pn2ZF9vgt2F2puLyRuP2RBEMadGoHyZGbMOm7PmNnI3XOIly+GpIih7RYFwj6CIkAWo0Jh6cCkDDrY9u971AoSF7FD9iMScRas/H6Hbj9diKMyZ14Bi2pcaSz7sA1XP6basbPaJ/7oRBQV63CbA2i6aBb4Kli/w4d/3dnPAMTPyItes1R2ypZkRV6Oj4f7NihY9gwrzJAcoJs2LCFJ598gW+//QG7vfVwi4EDs4mLi6W0tIx9+/JplKrtyYrcIWGrQYsWPTIyKtQYMKNGjRc3FiIxYkaDlhBBqiijnhqiSSCTgchSeBgjJEKUcogyCqilstlxDJhw42Qkk4iU2v+DdaKoLBa8IRtLHY80LRtueIw4zeZTZkN7GHDeZLLmnsaXNz6M33VsUdmqsP0RfZSVuOH9iBuWTfzwfugjD98oJWt2sO6h1wi4vfiFiU3yvdSHMrBFhQvG11SoSeYrBkr/7YzTOi4UYdtD6SXCVm81kTZuIIZICzqrEcmgJeDx4ff48Hv8OGsbaKiopb6iDr/H1659+vxGDpZPRG2OhWADaRGfo1aF7wUhoNLeD3PaGFIGRDZlR3U2yDjqZexVUJ5fSaBmF7G23WjUnVfSSxG2PQ9NtQshJPIrT6ekbjROTwQAOn2QqDg/eqMgf7cBg66BM/o/2LXGdhABrDuwGFlSM6rvJeFlQiC10dv0+h3oNOGBp80H38ZmTCYz7jTK6nayp+QbTh9wI0gygaAHtUrf1Fc5klAoiECgkjuWb9Mf1LH54MXooxP545MVLWZzjsTnldi1Uc/GH4ys/S48MTBiopNr/9C9kkcdyZtPRbLsUxPD014h1rK37XaKsFVQUGiF0tJy3nvvU7799ge2bt1BVdXhMElJktBqNQwZMpR77rmHuXPndr6wzaA/QYL48eHHR+DHfxs/R6LDgI0oKinBjI14UgkSoJwiXDQQRRzxpLKLcHyGGg0BDnfoxzANq3RqsiQ31rH1hqxscN9GQzANAJvqAMMNj6GTWxeIUf1SSRozEL/LS+HyLbgq65rWqfVaIvomE5mVTFR2CtbUOHwOD56aehzlNex9fxl+Z/tnPDVGPdMevpmSNTvZ+uJn7drmaML2p+ijrai0GiRZxlFSFe5JA/niHA5wcVM7g6oWS3APaXxChLSn3fvvbBqFbUX9AMrtg0iO2kCU6WCX2dOZKML2xDFEWVBpwp3QgNeHt8GNCLZxbEnClhxNVJ8kItLi0FmMaAw6tEYdQgh8Tk/TR63XoDMbiExPIBQM4aysw9PgIiRJaPRa1HoNWr0Og82ErAr3Yl12J/bSairzS6k8UEp9Rcv6cHWOZOzacznveg8pmX5CQXj3WR1lW9cQDOnAMoTRM7RMmOWktEBNZamaYEDCZAlhsoaISQig0wtcDonln1nYt3wjSRE/dIqLoCJsex6hMolDVePJr5yEVhdi1CQXfXO8mG0haitVHNihY/1yI5GmQkZndt0A5XEhSYRCAXxBF3qNlTpnMdsKP2BUn0sxaG24vLWoZC06jYl6Vymr9z3PmOyrWszMury1uHw1xFj6Ulm/j435bzJp4K3otVZ2Fn2O01vF6L6XAfDNtn+SlTCJjNhx+AJOZEmDWtX2VKrbZ2NH0UJqHOkgSdz8l0pyRrT8vRcC8nZpWfmVmfXfG/B5m9fy+d0jZWT0b9/AWFcQDMKz90ezfZ2OQYnvkxS5udV2irBVUFBoD+XllVxyyS/ZsGEL06dP5+uvvwYO69BOF7aTWdBm3KwQggB+/PiQkNBjRJIk6kUte9lMA3ZUqLARgw8PHpxMYDZrWIKTw1PRRiyECOLB1eTefLJpFLbh84CKwAg2u29uWjbE8AyJmuauNta0eKY++Es8dQ5ktQpJlqndX4TGqEdj0mOKj0KSJfwuL7UHirEfKkOt12KIthE9II2KzftZ9+9j15OVNWqGXj2HmEGZaAw6lv7xv7ha6Ri3RkeEbWsIAWtUj+EIJqKVHQwL3YeFg93CDUOV2x9vwMTSXXcBIMtBBqe8RYJtRxdbduIcl7CVIKZvMimj+xOVEU/esq0cXNENr8VJFLa+gJ69NXMYMTeV2Ze1PI63wY23wYnP6UFWq1BpNai1GnQWA2q9lqA/iL2oEk+9E7/Tg8/lRZIltCY9WrMBrVFHwOPH63DTUFpN/vJtBH6cjf2pK7KskjFH27DGR2CNjyQyJZbo1DhUGjUeh5vKvFJqiytpqKzDU+9GTj6HKecIDu7VsuQdDf2GSZw+x0FtlQqtTmCyhLDXyHz7npqC9RuJMBWi0zYQCqkJBPXUe1IxxPYlJSeeKfMceNwSbz5YQqzm8xO+roqw7Tk0NMSz/8AMamtTAAlJFohQ83OUpBBWYwVxlm2kxazqcbVIf/oD1OAup6h6EwOSZyFJEusOvIJWbWJo+kJCoSDFtVtIihyMSm77Pvb6HdS5ioi1ZCHLaqoa8vAHXCRG5gJQVrcDsz4Osz6Wjfn/w2pIICthEm5fHfXuMuJtAwCoddbQ4M4lr/JyjDY1Z13cwIBhHqJ/Ui+1vlZmzbcmVnxhpLxYh1FvJ9JwgFBIoso5AEuUir88X9alNWvbi98Prz8exepvzKREriMzZhlGXfPklIqwVVBQaC9bt+5k0qQFzJ07l48//hjoImHbEZyintV8TRr9MGBkN5uarU+nH4fYSxIZpyTe9khh20hA6NnpvozSwHgATHIpY033N8Xexub2YcLdl/PdXc/gLKthwPmT0UdaCLi8BNxeGoorqdlXREPx4dnPRpLGDWLMr8+ncPkW8r5cR+3+ojZtSz4tl9G/Oo+iVdvZ8+4yGooq2n1eJyps7SKbdfwdgGh5K8PFX09of52JKrc/Qkis3H8rfYYZkYDdG2BS/390q0QWx0NHhK2sVpE+biBZ00ZgjLLgqLTTUFZD4uBMlv/7PWrySk+ipcfBSRC2oRBsKr+Sak8Ok+Y6OOuSOr58y0rxXi/D4l9FbdCitxrRWU3oLUa0Zj1Bf5Cgz0/QF8DndFOTX0ZdQcVx13duT4ytrFYRnRZHbGYisX0SsSVENc0q26uCfPu+mqrty4m27qO0ZgiGlAmkZKmQQh7KD9biLt1BlHkfsty2jV6/iRLHHK78k42923QcWvICKtlPlT2L2oYM6pzpDM58G5O+/eW+FGHbM2hoiGfDxitISPMz7WwnWYO8FBzQsOQ9Mwf36gFBnHUPg1PeQa3uvrOAx+QYI6sOTyUgMOvjTsrhy+p2oJJ1xFqzKKzewK6iz5nQ/0H2ls2jwh72JOo3xMW1d9VgPqKkjBCwa6OeZZ+a2LbWAIRr16pVbryBSGoa0tFog4yY6OGsS+qITew5yaSEgO8/MfPxK1ZcDhWxlr1EGA5h1pdh0lXz7IdnYzAIystVFBRoqKmRcThknE4Zv19CiPA+ZBni4gIMH+4lN7cH36M/E4QAbwA0KlCdnMotCj9DZs26kLVrN3Lo0CHS0sIetB0Rth0LGOkkTJKVviKX/WwjgVQ0aDFgop7wTGQhB7AQSTYtE0icKtSShyHG/5IZ/JyVzr/gDCXybcOTnGb6ExZVMd4fswlrLUbs+aVsX/xlu/ddsnoHW180kTX3NFJPH0ooECQUCCKCIfwuD/WFFdgLyin4blPT7OyBT1d1SNR2BircmOVC9KKSvqE3fppDqltg0pVSuK8/V9xRy5bV8Ti8cVj05V1t1klH1qjIOG0Q2dNGoLMYKNq4j/Uvb6P2YDlIMOW3i8icmNv9hO1JIISaSlcOg0Z5OP/6WgJ+WPKBFbXkJM3Vfc4/FAhSmVdKZV4pLAEkCWOECVOkhbqSavD4iAlXEiApeiu4t+LcFv7bBJiO/i4HQKdx4nPYqa+LwmILEQpp2Fs4k5LqYSfprBS6C1XVfQmFVIyY2IDOEKKiRI1GC7MucFBX7eZ/T0dRUT8Qly8aq7r7PBedTUcSSh0PCRGDAAgJGY3qPGKsD7Ji70CskQEu/GUNGf18pPfztdDfbzwRyfLPLZgNVfRL/A6nJ5bC6rEAZA92M3dGNcMnuNAbet7ArCTB5HkOTpvpZO13RtYsSaMwry+einAXMyen5TaySmAwhFCpQZJBQhAISDjqVcTGBti79+CpPQmFdiME7C2T2VmswusP3+hR5hAT+wUw9tKMvwqnhgMH8lm7diPDhw9vErUAGzdubPc+ukTYAiSRwQG2U0YhADIygxhDAXtxYCeX0Wikrk8HaFEVcYb5TpY7/oFAzUrnX+kf8y1X32LFWVFLzZ6C49pv3pdryftqHbG5mZgTo5FUMrJKhdZqxJoSR8bUEfSbP4H6osYEW6deVZqlIsaJ27rq8EclFFKx9uB12J3JnH1lHcmZ4VlOpze6VwtbrdlA2pgB9J0yDK1JT9H6Pez9egPOSvvhRgKKNuyl/+wxxPbbReXetj0CejpVzmzy7ZMZN8PJJTfXsGujnifuiUWEJIKyjmp3BtGGg11tZusIgavWgau2c2tDGyONZPTzsfiRKLSE0GvrkWXB9HPr+fZ9AwZd+0IZFHoWCQnbqa3L4ov/xRLwt/zt1OucRBoPYDb03vfjySYY0lDjyKDCPoCKhlx8fgOJaR4WXVbHmKnOo4rS1UvCCaFs+gJK60ZhdyYAcOvfyxkwrPOSvXUlWp1g4plOJp7pRAiorVJRVabG55HweiQsESGi4wJYIkJotKKF+N+5Qc/jf4pj0qTuV5VC4TCF1TKbDqrpExckMSKEPyix9oCa/EqZQSkd88oKhsDtA606/FH4eXPNNb8B4LXXXmta5nK5mDdvXrv3ccpvoypRRgO1lFGAIPwjEK5h60CNmgbq6M8wTFI7pidOEQa5mplRvyKUMQNV9lSmzE5Dq/Xxw30vEvSeQHySEFRuy6NyW16LVbJGTfrUESQMz6Zqez61B4pP4Ax6HwIJjy8CgC/+Z2HYaS50+iBuX1TXGtbJyBoVqaP6I6tkYvunEj8oHSGgaF1Y0LqqW0+VfmDpFqL7JjH2+rkc/GE7+cu34XN5CAVCYe+AUAhZJaOzGtGZDegsxh8/BnQWA1qzIVwwW5KQJAj6g2x7dzl+d9d2wBy+WArs43H7o/HKCQyeqOX6uQ2k9q1hxZcm3n3WhF6uxh2KIRjSsL70RmZk/B5Z7h3ZmNuDmY0U7D+TS26pYf+OS0ko0DBBV0PfHC9LP7JQVdePuMiuS/ymcHIw6OsZMWxxOPKlQhASaiQphEQIWQqiVimunR0lJGTqXUnUOjOodmRR60wjFFITGeNj8tluRk+uIznD3668Exf+spYPX7ISMObQf1iQnBFVDBrtwWztHe+mylI1335gYd82DV63RFxKkIx+fsZOdRKXHGjXPlZ+bSI728dTTymDL92ZQ1UyMZYQY/o2ussLimpC7C5RYTMIUqKbD/B4/bC/XMYflMiKD2LWh5dXN0j8sFeNWhaoZJg1JNAtcrgodA133fU3tmzZwcyZMxk4cCAAdXV15Obm4nC0fwLglMbYVokyNvNDs2XxpFBHOJ39QEawmRWMYjIRUsxxH6ejtBZjeySGGBsT/ng55sRoAl4/JWt2sue973GWtT9OrSs40Rjb7owqtz8hIbO/fDr5lWcweKyLbWsNDEj4hPSYo9fU6+40xthGpscz8oqZGH+M37QXV1OwZhdFG/bidx1bYMpqFVnThpM1eRian/gHiZBAaiW+0Of04G1w4XW4CQVDIASSLBPbL4WiDXvZ8r+lBE5kMOcYMbZ2TyJ5dTMwWFRodBIeF3jdErJwo1G7qAmNIzo+yLhpDsZOc6I3CvZt0/HVO1Z2btAxOf1vaGUHSwv/jC8QniEZnfQ00YaWg0edyamsY9seqlyjsWROYOAIH9HxAUJBiE8NsHODnmf/Fkt28tdkJq5s176UGNuex0/r2PYqTmLPNxRSYXcnUevIoNaVSZ0rjUBAi0YbJDvXS84oLzkj3CSkKh3wI6mpVPHnqxMJBlsPtHzg1SJsUUd/9+/foePR38fx61/Xcvfd3btv9XNn5V4VHr/E1EGHByx8AVizX01xrUy0OURWQoikiBAaNazap6KkVkYtQyAEmbEhQgIOVspEmgTxESHyylWcOcSPvusdNRW6gDvuuJfnn3+NzMxMdu/ejVarpaCggCFDhmC327nppmt48snnu1eMba2oZCsrMWLGRVh55zKG7awFJCzYCBIe/Wmcye0OyGoVE/98JQhY+sf/Ys8vRfSSWpw9HVkKYdGXALBtjZEIUxGpUeu72KrOwZYSw/gb5tFQXsuqpz/CWWWno49FKBBk75fryVu2lejMRGS1KvxRychqFaFA8MdMwa4fxaynzXs7ZVQ/hl04hbiBaRRv3EddYSX2oioc5bUE/e0bjT+SancG60puQiJEWnolep0bEfAz/sIoLpnibJEN1Oc1oVYLZFXYc6G+VmbZZ2bWfK2jvtyJQVNIZkQRenV4BntY3EusLbkJgOL6USdd2HY3YozroHwdez/R4vTE4PFZSRw1izkX1WOyBKlzZgDtE7atEQhoUalaxhEqKPQ0hJCodvShqHoMVY4sgkENWl2QrEFeJg5xkT2khvQsHyrFTbJNjKYQ2YM97N0anoozmIKYLEEMJuiT42uWRKstvvvQTFRUkN/9ThG13RV/AG67K4q0wV70RsHjd8cxaZKLW26pQ6uGif0DlNRJ7ClRsWa/GhCoVRAISozNCpASFWJ7YVjkqmRBdkKIIWlBdpfIeAOgPs4s4ELAq69aePDBKF59tYyhQ3uHa//PAYfDwZlnLmLHjj306dOHHTt2oNVq2bx5M+PHj8fr9fDQQ/dwwQULePLJ59u1z1PyqraLajayDIHAjRMNWnIYRTmNsX+CBuqoIex+ItN90qsljc3BFBfJktufpKG48tgbKJxSEiO2E2O5n2BIi1btQJZ6/qBD4pBMhl44BUdlHaue/ujEZkiBgNtH+c5DJ7SPovV7qdpXTN8pw4gfmEbGablNM75+lxdPvRNPvSv8r91FfY3E/tIR+DwqQsEQfpcLb9k+krTfIcvgC9gYM8XJlAUNZPTzATKgIxR0suR9C4V7vPi9Aq1BQmvQojWo8PtlHHaZ+loVh/bqmJz6B4bpA5De0t4ow0Ei9XnUevpQ4846oXPvyahVPvRaO4UVYyj8zszM8xv409OlfPyyhaL944kw7sekr2xVoHr9RmobMvHYzfj9BrxeK16vFY83CqczElkOMHb0fzDoW3eHV1DozvgCBoprRlBcOwanJ5LENC/zFzroN9RLal9fjyi1013QGwW3/r2qqQBERwe86qpUbFph5Npr7Wh6sYNId0YICIlwzKsQ4XjXI7/HcrvEmr1qEgb4MEWEWPK+haVLjSxdamTCBDejR3uRJEiOFCRHBnD7oLROxu2DeJsgxhK+OYZnBBmecTjjd7VDYluhisTIEB4/mFVQWanipZesXHedHdsxBkW2bdNyxhmHkwy53cpoa09hw4YtLFhwOU6ni0WLFvHaa68hyzKvvvoqV111FaFQiMWLn2Tu3JnU17ffA/WkC1uHsLOO75r+TqMfGfRHjYadNJ9diySWCoqppAQb0SfbtHaRNnk4lTvyFVHbjdGoPGhUnq4244TQmQ2kDMsifkAqcdkplG7LZ9PrS05Y1HYmHruTHR+sYMcHK1Bp1VgTozHF2tBbTehtJvRWI4YIC5Hp8aRbbGQ2SETFNtqvw+cdzHP3Dqe2sILpVyczdmo129bqef5vRuprBUajF0dpOSnql4hW//gS+zHPUSCkpsI+gXjTVhzOYQyIbEAtH32mWK8ObxwSP++plnV7foHLEwHAfdclcvHNtVz6Gzc+70D27xjG/m0aPA4nPqcbl1OFrFJjsBgwWLVkR4Z+rIUq2LtVR/4eA05nuMcfCqlxOmMVYavQowgENRyqOo2DlWcgUDHidBeTziqjT47igXCiHO/1M5pDGM0h1m/QU1mpIja255Q66skEQ7CjSGZPiYqgaP7lqWSBzSjoExeirE6mqCbsYrx5qZEln1nQaMJCdfp0J8OHt5whNWihT9yxJxp2FasAidJaFV83yFgNgpJKFfuq4aqr4xk/wY2jQeaWm+qIiQnh9UO9W0L2S9x5Zyzvv384lHDLloOkpXXcg0zh1PPYY//l3nsfQpZlnnvuOa655hp8Ph/z58/nyy+/xGDQ88EHixkzZniH931Se3xBEWAjywHQomMkk5olhRorprOR5QhCxJCIhnAcoKrrkjW3wJYez4HPe3bMpkL3xhRtZeIN89AadFQfLGPdi19Ssnl/V5t1VIK+ALWHyqk91HqSj1AIChxT8BOBUGlRm2OZd62WS3/rx++PwWx189K/rAR3vUmM8QAxAF5A3/rx1HKAzMjvAeir/a71Rj9BJgQIBsW90+Hz600kRG7G67cSY9uHWuVl2WIrKz/oQ2xWKgOG+Zl5vgO9UQBHxmG7cTs91NeqkFUCa2SQtCw/j/zejNFYR3zsVuJid2EyVXfVaSl0EJ3FgCU2gtrCCoL+n6dwqHWmsr3ofLx+K1POdjDzvHos7XCT7U6EQlBVqqamUkVDnaqp/mtiup/EVD9yD5xp1uoFN/+1kqfvjWX06DRuu62Wiy+uJyamZ303PY1tBSr2lMoMTA5i0oVr0arksGB1+STyK2TW56mx6AXjsgKkx4Tod38Nr/QPEB0d5Iwz3OSc4IDQkLQACTYZs15QUS9R55KpKdAwfoaL4BQ3RlMIIeD2+6KIMAcZNdOFRi9Y952xmagFeO01K2PHujn9dLcy899NKS0t58orf8XatRuJiopi5cqV9O/fn1WrVjF79mzsdjujRg3j/fdfxGw+vtwlJzV51B6xmULCHfTRTEWLDoNkatbGLqqbzeiasGIlkkHS6HYf50Q5WvKos57/PQe/3cCO174+ZfZ0Fr09eVRPxxQdHuTJHD+IjLED+frBN/A2uJuSR/U2trj+yPyrvNhrVGz9poIU/4u9Jltxd0se1R5CIZmKuoHklU3B44/CaA5hsgSRZS++BidqytFpHARkHefeGIElUuLj/6wlKjK/98xs/UySRw0/9wzSRmYjyTLBQJC6wgq8Li/GCDOOKjuuWgcVewvxub1kjBlAUm4mslrF1o9WUbRpXxedRRscx80XEjJ55WeQVzGZzP5erryzltjEnjOzU16kZsd6A3u3adm3VYvL2Xo/TJYF9/63tEed25HU18l89HIEa5aYQIJf3lDHn/5UrYiUk8R76zRkxoaauQYfiRDgD576Mjx79mhYeGEiC66sY9dGA5kDvIya5EKWYetqPdPHe7jnj7Fs32jgxnsqKC/WsH2dgZKDGhrsKvpm+fjk42ISEn6eA3jdkUAgwC9+8Rs++uhLhBBMmjSJr776Cq1WS1VVFQkJ4fJn99//e2644coW29fXN5CePqLrk0eVcjiubx3fAjBJzG9Wn9ZCRLNt3Di6VYxt3tfr6Dd/AkFfgLwv1uBr6MXZJhVOOpIskTykL1lnDCEi+XDm70PrduNt6N21+0qLLTxzv5VM23f0j/mMbvSY/yyR5RAJUTuIi9hNRV0/NGo3FkM5Wo0bjkhKHzBpcFX1o9/QUaRlVuK0t71Phe5H+pgBpI/uz/ZPV1N5oITojAQs8ZEYIy3UFlWi0WtIG5lNv8lDcdbUo1KrKdy4D7VOS+6cMcRnJ7PpveWEAj2zk+j22dhWeD51zlTmXGxn9qL6HhM/W12u4s2nIti+zoQsB4gwFpFgzCMy5hA1zkzyqyY3ax8KSRTlaXqssLVGhLj01hrOvqqOZZ+YeeqpCKqqVPzpT9UkJvbM+687Y9IJ6lwSQrQ+XiRJXVNbNiEhSMkhLe89H0l5kYYzJ3hw7dGxaZOevpl+po7zsXG2i+0bDfQb6mXwWA/TFzYgBLz1TCRLP7LQ0CArwrabEAqFmDRpATt37iU7O5tXXnmFsWPHAmHBO3v2bILBIB9+uJgzzhh/wsc7pbdsEhnsYTNqoSGRNLx4MNB8BjdECF1b/ohdwK7/fQtCkD3vNLLnTWD/Z6vY9eaSrjZLoQcSnZnAiPMnY4q2Ur6nkNUvf0nA48Pv9mEv7f0unZmRSwkENWFRq9BtkOUgCVG7jtrm4LYD5EwYzJh5E9j8zXpqy3r//dobMEZaGHzWOPLX7GL/8m0A2Eta+e4ksCVEEQqGcFTZEaGwI1dVXgnDz5uENTGK/NW7CAUCVO4vwW13nsrTOG7K6gaxs/hsTDaJ2+6pIGtQz8iWKgSs+dbEm0/akIWL3OR3SLBtQ/VjXgEhoKAm3AE0mEOcfUUdZluQ9Gwf0fE9vzNvtoaYc3E9BnOIt/4byVdfmVi1qkCJve1kclOCLN+jYU+pzICk7uM9pdMJYuMClBdpsFiCnHmmk/T0AHDYCzH4463w6r+juOZ34XdaXbWKNd+YOOecBrKze6fnW09k4cIr2blzL5dddhmLFy9uWv7yyy9z00034nS6mDRpfKeIWjjJrshO0YCTekxYcNLAVla1NAAZweEHKoo4hjD+hOrldpRj1bEF0JgNDL9uPtED0vn8+ofg2Jety1FckbsHkiwxYPpI+k0ZRvXBcrZ++AP1ZbVtt++lrsjAMevY9lR6oitye2msYxubFs+ImWOwRtuor7bjtDtw2Z3UlddSvK8Qr6sHJnDr5a7IuXPHkTK0L9889BYBX9vvFV/AQGV9fw5WTyYt6gdSow8ndrQlRZMzazRx2SlIsoTf7WXpkx9iiYsg4PFRV1x1apPctcMVORDUsrtkDsU1Ixgx0cklv6rBaO7+v9kAoSC89H9RrFtqJiliEwMSP0ajOizIa5wZ7K84k1pnKoNGObn6tz3n3I6H5Z+Zef2JKJYtK2DwYF9Xm9Pr2JCn4mCVzIKR/uMut3My2L9fQ0GBmvHjPRgMLe9vnw/+9rdoHnsskpQ+PuZeYqe6QsWHL0awd+/BY2ZTVjg1XHfd7bz99kdMmzaNb775pmn5xRdfzBtvvIFer+O++37HdddddtT9dMQV+aQK20aCIsByPiVA8x+/XMZwiL00UEcmA4knBRNWpFMcwNUeYQsQk5PBhLuvoHjNDtb/u/snpFGEbddjjLIw6qKpRCTHsvvrDexduvmYgyKKsO15/ByELQCSREr/VKKTYzFZzZhsJiLioxBC8PkzH+K0O7rO0OOhFwtbSZaYddfFFG05wPZPVjdb7wsYyKuYhMsXR70nGa/P2LTOoKllYv9/I8vNZ8dUGjUpw/oy/Nwzmi0P+gMUbtrP9k9WH1U8dxrH6B/UOtLYUbIQf9DGhTfWMX6Gs9vHhIdCsGGZka/fNVN4IOyxNiTlf8RaduP0xWIzFBMKqdhSdBEV9QNJ7ePhnGvsDGwlG21vovCAhkd+F89pp7l5+63Sbv899kQcHvhkk5bx2eHkUD2JrVu1TJp0uNTPgGFujCqJJd8UHWUrhVPFn//8Tx5//Dlyc3PZsmULshyOP7v88st55ZVXyM0dwNdfv41ef2wv3W4TY9vIVlYRwI8Ja9MMbjJ9MGIhSBArUfQh55QL2o5StfMgO17/mtxLZ7LpPx8R9CqjhwptkzoimyFnT8Dn8LD86Q+pLVRKRin0cISgaHcBRbsLmhYl9Enm9POnYIm29jxh24uxxEWi0Wsp3NQyw3q5PYdDVRMASM/2MuPcKuJT/fztpkTc/kjqXClEmZvXvg76AxxavwdXnQNZlqkrqUKj15I4KIN+k4cRmRrLsqc+7LKMy/6gjr2lMymqHk16toer7iwnPqX7x5rm7dLy+uMRFB/UE2EqAMIddbcvkiW77gFgUv9/cqj6NCrqB3L5bdWMnepE7uU5Cvx+eP6BGLKzfbz4Qpkiak8SZj1o1QJnDxwjGTLEx0UX1fPGG2Ghs3uzgbFj3ezYoSUuLqi4rncRoVCI++9/hMcff47U1FQ2bNjQJGqvuuoqXnnlFXJy+vP99x82LT8aTqeLRx55pt3HP+mvxpAIYacGACf1qFDjwc1etrCWJQhC5DCq24vaRmSNGp/DrYhahaMy/LwzGHnhFEq3H+S7f7+riFqFXktZXjHVxZWMnDUWrUF37A0UTgn1ZTV8fv+r2IurWqwz6Q4vO7RPx4blBipL1BjNQTRqNzZjces7FVC5r5jyPYV4G9w4Ku3sW7qF5f/5GHOMjQEzRp2s0zkq5XUDWbn3ViocI7jwlzX89uGKExK1xQc11FSefL/Mr9628K874nFWVjOm73OMzXwGm6EQgH0VM5va7Sw5m4NVpzNqkoNx03q/qAXYvVFPebGG395Zi8XSe12tuwNmvaCkVu4JEXYteOqpCvLz8zjzzPCg6po1BiZOTKNfv0yeftrWxdb9vAiFQjzyyDOkp4/gkUf+Q2xsDNu3b0er1VJWVsawYcN46aWXGDAgm+XLP2qXqAXYvn03L7/8v3bbcdJnbGVJZjILEEIQIoiMihBBKilFhYpoEpClnvOW9jW4UBt0SCoZEexZbhsKp4b4/qmkjx7Apne+59C6PV1tjoLCSWflB8uYc/3ZpA5M58DGvV1tjsKPtBX7Gmk6hFrlQS17yU74ii2rFrJphQmLoZJhmf9rSlLUXurLatj11XpyzxqH1qhj+yer8XtO/uCvwxPL3tJZVNb3Y/AYJ4tuKiPqBGdpdm7Q8/if4khI8XDPsxWdZGkYIaC0QEN1mYrt6w0s+9RCZtwyshK+RZZCEIRxff9DrSuNtXnXN21n92Vx5R1VjJni+lnMXAYD8O5zkQwd5mHGjJ6RqKwnMzQtyHc7NRyokMmK73n92oiIEE8/XcF99wV56aXDYlarbZ9SbysrtEL7CIVC/Pvf/+Xhh5/G4XBiMpm47777uPvuuykqKuLGG2/kzTffJBgMMmfOdF5++fF2iVqv14tWq2Xs2BGsWPEJOTkT22VPh4TtbjYxQAw/rjhbSZJQ/Xg4FWoSSO3wProDjtJqZJWMKS4Sx88gk61Cx/G5wz49nl5evkdBoZFQIIgsS03ZdBW6N5IEp/d/GFkOoJb9xFn3EAjq0Gnqj7uDt3/5NrRGPf2mDKN4ax4Ve09enJvXb2Z/+VSKa0YQFRvgulsqGXaau12211So2L1Zj7NBJrWvj6oyNSNPd+Gol8nbqePQvrDXwbAJneubuX2dnrefsVFREt6/VuOmX+JXZMT+0MLuCEMB8bbtlNtzAbj+T9XkjPBQlK/B7ZDpk+PtMSWLjgenQ6a8WENaUoAffjAwaZKboiI1Op0gPj6oiJBOJt4m6BMXZEO+Cp1akBrd897jEREhHnmkkrvuqmHDBh3Z2X6yso4e819dLXPllQlYrSFee63sFFnau/j002+45ZbfU1t7uA5gv379MJvNZGVlkZ+fD0B8fCwvvPAop502pl379fv9LFhwBdOnn8Edd9yIyWQ89kY/0iFhW0YBaWRjJbIjm/Uq7AdLESFBVL9URdgqtEptYQUV+4oYtvB0ljz8FoHenAxKQQEI+AME/AH0JkNXm6LQTrTqwwNvapUXterEhZyzNpywsL605oT31RqBoJaDVRM5VDURjV7ivGvtnHFWA+qjjLXXVKiwRgapLFXz1dtW1n5nJBSSUKsCBILhDV97LLqp/bDTnDz6XiE6/Yl37oUIx9B+/Y6FLatNRFvyGJH5A1ZDGRq1KzxL2wqSBFmx31Buz+XGeyoI+uFfd8RyYGf4+dJqg0TE+ImKE0TGBomKDZKc6aPPQC+2qJ434/ZTrBEhLr65hiXvWzj33ORm69LS/fzhrmouvFCJ5+9MRmUGCQRh5V4147ODpPWwRFKNxMUFmT3bddQ2Ph/s2KHjrrtiWLMm/Ezt3KklJ0cJMWwvgUCAs866mLVrN7VYt2XLFjZt2oRGo2bKlIn86U+3MXz44A7tX6PRcPbZZzJq1LAO29YhYXsaZ2KUem/2z/bgd3qwHyojJieDgu83d7U5Ct0RAZve/p5Zf7iElKFZHFxz9BqhCgo9nVAwROHuAvoO78e+9bvxKzkIfnaodRoGzhhJ4eb9eBqO3rHsKCEhU1wzgrzKafhDRqae7eDMC+1HLXNzaJ+G91+wsWeLEUkSCCFh0DWQnfAlKVEbEULi2x1/aLHdlPmODotae41M/m4d9loVDXUyDXUqSgvUFB3Q4HapMelrGZz2GYkR29o921jvSQLgy7ctHNhpIMJUyLC0ZejUDdS50vB4bdTm2SjbF4HbH4nXZ0OSBEPGuZh2joPs3B6YDegITp/jYOJsB5tWGNi6xkBSmp9taw3s36HnhhsSmDo1X0kO1InIMozLDs+Gr9qnIiQgI7ZnitujsWKFnoXnJuHzyhiMIX7zz3L++7cY3n3XTE7OyRmQ621UVlZxxhkLKCtrPVQjMzONG264gquvvrjdcbSN2O31rF+/hWnTTueGG64EwgOE2wrb76LSIWGrRUkMAlC1I5+k8YO62gyFbozb7kSEBLbkmK42RUHhlLDjhy2kDkgn9/ShbPpmXVebo3CKyTlzDGqdlp2fr+3U/Xr8FjYduox6VyKjJztYcEUp0fGtCxp7jczWNQY2/WBg1yYjZkMVualf4AuY0KqdJEZsaypjtOngxS22n3q2nX5D2icIHXaZJR9Y2LpaR8mhcLkKSQqh07rQql0Y1JUkW8uISCgkypyPJB3fDPCBnQZyk98hKWJTkyiOMBa2aOfxW6ioH0je5tPYsiqes6+qZdb53bfkXygIVWVqKkrUeN0yIQH9BnuazThLEoyY6CY+JcA/f52AhECrDTHxdDeRkYqo7WxkCcZmBZGAvAoZo1YQZ+t5bslt4ffDv/4VBRLc+XAZqX18uF0yPq9ERETvE/Gdze7d+3juudd4+eX/EQg0z8NgNps4++zZ3H33bcTHxx73Mf7zn5d54YXX2bDhG8xmE4EgrDmgYm9Z+wXyKSn309so27SPrLmn0e/s09n7wfIW6/WRFvwub5dlTtZHWtDZTHgrNbir7IQCyg9AV5C3cjuZ43Io3XGQij0tOyIKCr0Jj8PNjhVbGTJ5OLvXl+GqLVRi4X4GaAw6+k8bTp/xOWx+/wfc9s5N9lNuH0S9K5GZ59Uz/4o6VKrwCH5NhYrCA1oK87QU7tdQsE+NvVaLJIWIMh8iN3UziZFbWnX3rXfHU2Ef0PS3WhPijocqSO937N9sn0fi+0/NfPa6haA/SKxlF4PT9hNtzkOrdnTaPZ9g3Y49KpVI00ESbNuP2V6vaSAtei2pUWvZXzGdD16cgi0qxLhppy75khDhmryy3DIZTzAIJQc17FhvYNdGPYf2afF6mndWU/t6+cPj5S32u2+bDr9PYuZMFwsWOLj44u4r2Hs6sgSj+wZZulPNmgNqzhzqR9NL4rn/8pdoli4Nx2o+e38sA4a5cTaoMOgFl1xS38XWdT/q6xtYvPgtXn31HfbsaVk2buLEsVx66fmcddY0zObO8ea9/fZfcsEF8zGbTXj8sHy3mjqXxPis9ic07JCw9eNDTccTR/U2qnbks+ut78hZNA19lBVnWTUBrx+9zYQtI5HEUQMIeLwc/GYDO99cggidmpGguKFZDLlqDuaEqKZlvgYXh5asZ/+Hy3BV1J4SOxTCbP90NcZIC2Mvn8m+pZs5tG437jolw6NC72X/ht2oTSMYNWcaHy9WofZ8hNmslLrqjah1GnLnjCVtVH8kCbZ+tPKkhF0kRGyjqmEgX73Th2WfGtEbQzjrVfj94d62TuvCoi8hSldKRnoJUea8ZvHDrVHryADgF3dV8uZTUcy+sJ7E9LZzIQgBRXkafvjCzNpvDXg9MinR68iK/w6tunPdrhuR5SADkz7p8HaSBFlx3+ANWHjlkRGYzEEGj/V0qm1F+Ro2rzRQclCL3wvlRSpqKjUEg/KPtocwmIKYzEFkFbgcGhrsMkJIGE0hJp3h4rILHOTmesnK8lNbK3PGGWmcPqf1uFmdITxr+NVXJjZt0inC9iSjkmFsVoAvtmjYdFDFmL69Y3Lk7LMdVFSo6N/fj9st8eJLVqqr1Nx2Ww1RvSA2/Xg5cCCf66+/k+LiUqKjI7HbGygqKmm1rcGgZ8SIIfztb39g6NDO81z97W//wiWXnMvQoYPIzEzH5YXvdmrwBWFqTgBNB2pRSUIcu3V9fT02m410+pEtDTkh47sjKovluLYbcN5kMqaNRG3QodZr8dqdOCtqKVy+BX2Uley5p1G8ZicbnniP4y0QJskykkom5G85WmGMjSAiM5GIrGSSRg/EnBhNxdYD5H+9Dnd1PSpJEDc8m/Tpo1Fp1Gz491sUr9h6XHZ0N1S5/bvahHYhq2RyZo8hc/wgGspr2b98K0WbWo58HYnUm5NNnaJBnlNNKLL35h4ImDo2mFlZezqTz+9PzkgP339iZsNXW0lNXnmSrDtB5N45paypPjliqxFZreKMG+ZhirWx++uNFG3ej9dxcrPA211JVDuyCIa0aNQuTLpqLIZSdOqGDs2S1jgyWHfgagDU6hCBQFiMma1+zpjrYvRkJ9FxAarK1BTla9m1Uc+O9Vrqa7XotQ6SIjaQHLUBo66u808y2HkCIiRkthZdRKVjAPMvq2fGufXIJzDz5nFJrF9mZNknJgrz9GjUXsy6ctSyG6O2CoO2BpXkR5JCBEMa/EEj/qABIVRc9st+xMUF6dPHz5gxbrTa5vtetszAggXJ/OX5EmITW/Z1ggG486IU3E6Zhx6q4Be/UGbXTgX7y2XW56k5Y4CfpMje45LciNMpUVyspm9ff6/OMt4WK1eu5e67H2DTpm1ttlGpZObNm8W1117KuHGjOhwz214uvfRGhg0bxB133ITbB9/u0BAMwdRBfsz68OxxevoI7HY7Vqv1qPvqkLDtz3BSpb6ddiLdheMVtsciacxARt16PgeXbGDrC592aFtzUgwZU0eQesYwdFYjQZ8fn8ONCIZQG3RojDqkH28wd009FVv2U7xqBxXb8ppEdLAhPKqpNugYeesFpJw+jO2LP2PP/5Z07ol2AT1F2DYhSwxfeAapI7JZ9+rXlO481GZTRdj2PBRh25zaulQiM+ZwztVOvvifjZr9r2Ew1HW+cSeKImyPijHSQtLgTKLS4ggGgvjdXlQaNbF9k9CZDSx7+iPsJae4OsAJ+voW1wxne+E5mAw1xJh2kxi5BbXKy6HK0yi1DyMQaK66LMYKokz7iLHsJ8qc32Ym406hE4UthMXtnrLZFFSP5/zr6ph6dvOZzspSNcEAxKcE2ryszgaZbz+wsOR9Ez6vTIxlHykRa4kx72uKVz4Wby6/6qjrX33Vwi23xPOv/xVisrTski75wMI7z0bywAOVXH+9HacTduzQs2KFnrfeCjJpUh333adCp6SB6VSECLuCVjZITB0UINLU+8Ttz43CwhIuvvh6tm/f3Wy5waBn0KABJCbGkZycRN++6Zx33nwiIo4uIjsbfxC+2abGF5CYOsiP5cdCCx0Rth1yRTZzak+wp1OydhfbX/mSwZefSf6Xa2kobp9LXu5ls8g6azzeeheFyzZjP1SGxmRAazYgyTJ+t5eAx4u70k5dfile+9HT3gfcXtY88Ar2Q2XkXj4HR1Flr5m57TGEBJveXYZap2bkRVNZ8n9vKW7JCr2WyIhCPGWv8837lzHz/Hpe/EsOBkM3nbVVaBW1TsOkmxag0qqpLaxEA1jiIkBA6c5DFG3ef+pFbSeQHLWJxIitLURZTson9Ev8ijpnGt6ABYO2BpOuCp2m576nZSnEwMRP8QWsvP1sLl+9bUJvCqHTCxx2mZrKsBLsm+Pmopvr8Hslyoo0xCQE6DPQy4ovzLz7nI2AP0RKxGrS01Zi0NqPcdSO89pr4b7ldx9ZSEzzM2Ssm2BQYv92HUJAWUF4cG3zZh2RkVnIsiAUOqzEd++OZ/t2F5980rr7pMLxIUkwPjvAtzvVfL9LzbQjhIZCzyMQCHDmmRdSUnK4Zu/w4YN56KF7GDlyaJfZ5fP5qHXr2FemosYh4fJJTB54/PdaB4Wt7fiO8jMm/+v1ZM09jez5E9j49AfHbD/kqjn0mTWGbYu/JP+rtZ2a+Gn3G1+TMHIAg6+eS8KYHBCCg1+uoXrXwU47hsJREIJN7yxj2h0XMGD6KDa9831XW6SgcNLQ6xtY/62bMy8QmKNToRc7IvQ2VBo1oy+Zjkqr5pt/vYWn/uS6Np9q2pppVKt8xFiPHirSExmY+AERhoP4gkYCbj1Bhxar2kVKagkqKcDuA/O5/8bEZtvojUE8LhXJkevIzvganfrkCfyrrrLjdEms+9pMRUXLbqnZGn55vPlmWAC3Nm+4YoURn48Wbs4KJ4ZGDZMGBvh2h4avt2sYlxXolW7JvZn6+gZ+97u/8OabHzQtu+SSc3n44b+g7QYPzD8efo2sCVcTbQWLQZAYGSLWevz3WIeErUTvdNs6mYhgkIqtB7CmxR21naxRM+TK2aRPGcGmZz7i0HcbT4o9Gx9/m5xLZmFOjCFmUCa2jES+/fWjJ+VYCi0JeP0Ubd5P8uA+XW2KgsJJJ+CpIRiwYLBYCColAnsEequR0ZdMx5oQyeqXvmxT1AoB3oAFjcqNSm5/xkqFU49W7SY9ZlWb66PM+6lzpSFLQWyGImpd6ZTWDScxdjMxlpMv9C+4wMEFF4Q9z/bv17B6tR5ZhjFjPASDcN11BvLyLAweAv98oJJBg3xcuCiRb742Ne0jN7dOEbXtQAior5fRaARGY/vEg14D0wb5WXNAzbLdGjJigiRFCuJtIXRKPtluS3FxKZdc8ku2bNnRbPm5587liSce6CKrDhMIwo4iFQMmXYuvoYwZE2JQdUII73GV+wmJEAKBSvoZRlsfByGfH62p7Tl1W0YCI29aiCkhik3PfEjB95tPmi31h8pY/feXAci98iwyZ49HbdARcPfsYu49ibJdBUQkxxKRHENdcVVXm6OgcNLQ6jxIkoVAUBkW7QnE909lxPmTCAWDrPjvZ9QVtQyf8fgt5FdOpMw+HJ/fgE7jZHzW4z3aZffnjlr2E2M+0PR3jPlAs79PJVlZfrKymrt3fP+9H2ieMOqlF8tISTmc82X79ggiIyMwGEKMGuXhuuvsjB/vxmYLof6ZFbZcuVLP449HsHWbDq1GoNMLtFpBVZWKyko1Ab+ERiuYMMHN7DOdXHhhAzbb0WPHdRo4vX+AvaUyBypUHKySAEGkSZBgC4vcCJNApz7hMHiFE2Tnzr386ld3sWHD4ZBDs9nEb35zPb/4xaVYrScnr1BHEALe+a4U2ZzGwOQQA5M7R9RCB4XtNtbgFk7cOJCQSRLpCEAgMGMllSwk5Y5uQenGvfQ5cyy5l83iwOercVeFY1SiB6STMWMUyWNzqC+sYOldz9JQVHHK7DrwyQr6zp3AkF/MY+Pj75yy4/7cqTlYhs6sZ/D801j+9EddbY6CwkkjItYULvdRV41J+Wno1mSOz2HoggmU7Spg49tL8blaDnYGglrW519LSLYweYGL5EwnLz4UQ7WjL0mRSt4GhVOHySQ44wwXy5YZmy13u2WWLzeyfPnh5WZLkKwsP4subOD009306+frFWLX6ZTI7peJ2yWTmBjg3nursFpDXHRREgATz3RgNIfw+yQCAUjJ8WKNDGKxhbDXqNi+Ts8f/xjDu++a+eSTYjTHmH2VJOifFKJ/UgiXF8rsMuV2ibxKmV0l4YkurUpgMQisP34a/2/WhesbK3Q+K1eu5dFHn2X//nwqKqpwOg972WRmpvHhh6+QmprUhRa2ZPfBOjClI9WsY8i4zo3v7dCj7cGFGSvxJFNLFUXkNVtfTRl9RS5WKfLwQkk67lI3vYXKrQfY9dZ39Dv7dLLOGk99YQUqrRpTfBSO0mp2vP41eV+uQ3RyRsRj4a6qY+tzHzHilvM5tGQD1TvzT+nxf66IkGDrhyuZeN1cUkdkU7hxX1ebpKDQ6djrk8g9LY76Whf1lQWYjh6NodCFWOIiyT1rHHkrd7D1o7aTfNldKTg9kfz6H+X0HxoWvu8956PenawIW4VTSjAIVdXNvQYffbSYuDiJb74x8cIL4Zwwl/26mga7zL5ten7/+1gA1GpBUnKAjHQ/GRl+0tMDpKf7SU/3k5gYwOuVqa+XKS9XUVKiprpaxaxZTgYN8tHQIGO3hz91dSr69fMRH981dV41GsHwYV5WrjRQWqrm+usTmq3/4Qsz086u58xFdvZt01G4X0tNhZrIGC9jpjiZenYDG38w8N+/x7J4sZVrrml/GSWjDvrEhegTB0IEqXdDvVui3i3R4JawuyWKamT8wfCIpoTArKeZ2LUZBBEm0WkzdT83PvroS371qz9gt4e/N5PJ1EzUPvDA3Vx//RVdZd5RqfbFoFd5mTdrcKfvu0PC1kk9zp+4g1iIRIOGGiqoppxqykHAldf/H8OnzgEpLOzyPl1Bxeafbwd+z3vfc+Dz1cQPy6L/OWegj7Ky4an3KVy2pUvtyv9iNQMvnknyhMGKsD2FVB0ooWjLAXLOHKMIW4VeyaHCCZw12MPOjXp0mvZlhFfoGpIGZyIBO75Ye9R2EaYC9FoHrzwayZkXNmA0h5DVMvXu1FNjqILCjzidEoUFzbuwv/51Mnl5ecgyfPaZCV8ATpsZdpGfdX4DbpdE4X4tpYUaqsvUVJWp+X6Vnqr31TgbWg+tk+WwK+/f/haNWiMI+Ju7nkRGBrnwwgbGjPEQGxtEpwuh0wms1hCRkSEsllCzmUohOs9VV6uFTz8txumU+PhjMytX6rFaQ2RnhwX6o49GsuQDK0s+CCfdSkgIx8J//W7478iYALVValJS/MycefwJ4iQJbEawGcM+nI0IAR5/WPA2eA6L3sJqGacXQEKrFmTGhugbH8SqZFxuF6V1EntKVBRLo3C5PQwYMACVSsXevXsBSEyM59NPXyMzM72LLW0dl8uDRW8kOUqFStX55dM6JGwHMxbVj5tIyFiJRCOFo/VLxEEK2IeDsJttbUUx+z9ajgiFSJ4whNP/dgMla3aw6q8v/mxncANub7jW7NY8Tr/3KgaeP4WKrQfw1h29XM/JRGs1YYi24aqs6zIbfq4UbtxLytC+GCLMuLvwHlBQOBkEgzoKD2gYNMrD6o9jgbZrNyt0LeV7Chk4YyQRyTFU55e12U4lBxid+Sw7S87mtcfCCfB0WicDElacKlMVehj+oJ5//SuSTz414XTKWK0h+vfzkZvr5fTT3Qwa5DsuF1WrVbByZSHbt2txOGSuvTY8WzlrVgoFBTKSSuKC6+tYvcTEN++ZSMsKMPO8evoN8dJvSEs3e5dDorpcTV21Cp1eoDeGsEaGsEYEEQI2/mDE2SBjsYUwmsMfjU7w7QcW3v3QxH/+E9GqnbIsSEwKcN65DkpKVbz/noUxYz08+0wZycmdM9NrMgkWLWpg0aLmdYojIkIsXmxlwgQ3U6e6iI8Pn0thoZpVq/Ts2qWjf38fM2Y4iYnpfIEhSWDQgkEriLc17/cHglDrDM/q5lfK7ClVEWsJ0Tc+RGp0SJnFbYMD5TLr8tQU7NvC5tXfgCSze/duZFmiT58Mzj9/PnfccSNyN/b7fv75V3nuudfYtGkJ0Pl2dkjYRpOAWmrdCT9JyiCJjKa/nR8UsIsCAHa/+Q3JE4cy7q7L6XfOJPa+t/S4De4N+J1uCpdvZdDF04kZmEHxqu1dZovP4cLncKOP7Ppg8p8b5tgIREggK29whV5IWsoKvnz7XMZMKSM6LRfh24Ak/TwHNbs7rtpwh1hr1B+zrVFXy6jMFwkEtYSEGo3KpSSLUWgVpzeaLUWX8sO/Ihkyzk16hg+nQ2b1Rh3vvmvG55OJigpy1lkOfvlLOwMH+pptn5+v5o47YykpUXPO2Q7uuKOWhgYZkymcEColJUBKSngWsri4invvjWHfvvBky3V/rCQyJsi//xiHxyUjfF4e+V08N/+1gtS+LWuPGc0Co9nf6jqA0ZNbn9G89NZwuvcGu4zbIeP3SwR8Em6XhLNBxtWg4t3nI/j3vw+H6K1cYeDjj83ccEPzmsB1dTINDTKpqZ2TZXzMGA9jxniaLZMkSEsLkJbmALpuQF2tglirINYaZEhakKIamQPlMqv3qzlYGWJcdgC9knG5BZ8ty+NQ3h6ef+BmAEaOHMIVVyzioovOQd1DAscnTz6NyEjbSRPfkhDHnj6tr6/HZrMxmQVtCtv2kHvVXLLPPoPvbvs3dQeKj3s/nY3KcgpEnSShj7QQN6QvqacPIXZQJoXLt7DpmY86tVbtkQQbGo7dCBh0+WyyF07mm5v+haO4Z7gMqnL7d7UJJ4YEZ/7xUsp2HmLze8ubr/L04oKfoc4fFe4OhCLNXW3CSSNgOv53/r790zjnxkwSUv28/uAe4qJXd6JlnYDcOxWZprpjboVx/VI47erZLHn4HRoqak+SVZ1Eb1bRpzjPxvHi9EZR707GFzCjVnkx6Sow6yopqh1JgycJf9CANxhBvSsBW6SfXz9QScJPxJrfB3m7dOzapGfttyZqq9SceaaDf/2rkuTkIIEATJueQkm5mj4Dvaz9zoTJFMLpDHeGbbYgCYkBkpMCJCUFSUwMsGyZgTVrmvuzxsYGePDBSk4/3U1WVh9kOcT0hQ52bdRjiQgy/dx6ggEJWYbYJD8el4zHLbNmiYmKYjWzF9UzcERzcSgE7FivZ/dmPc4GmYmzHPQdFBblLofExh+MHNqrIyHNz5T5DZQVaigrVFNToebd58ICNyPTRzAokZ7mp08fP1ZriOeft+F2yxw8mEcwCLW1KkKhcNKlmJjgMTMX9wYq6yVW7FVj0Aqm5ATQ9gytdkq4994HeXHxB9TXVpKT048XXvg3/ftndbVZp4T6+gbS00dgt9uxWq1HbXtKha2kVjHjiTuoLzhccqY70BnCVlLJWJJjichMxJaegC0jAWNsBCqdFrVeg0obvm4iJKjdX8Se95ZRfpJjjtsrbGWtmhlP3IGsUbPyry9gzys5qXZ1Bj1d2NqSoply67n88MzHVOWVNlunCNuehyJsWycUkskvuYhb/q5i71Yd37y+ndSUtajkbtKBV4QtANmTh5J9xhA++8srJ8miTkQRtp2GEFBUOxqboRCroW0X9EZCQmZb8QWU1YUTvqg1QQL+5rGpGf3c2KIERkuIgSM8DBnrRqc/ejcz4IcNy418+FIEAZ/EA/+ool8/HzNmpHLVnVWMmeJiwzIjh/ZpiUkIoFILGupU1FWHP/U14X/tNSpCodbvD1kWzdZddFE9b7zRdgc5I9PHwXwtw05zcf3d4bJ81eUqFj8czd5tYc+G1DQ/ZaVq/H6J9GwvZ11i5/XHoqj/ManU7t06Ft1Uw6SzHAT8sHOjgafvCyewmjyvAa1OUF2uoqpMjdctU1bU9rvWZArxzjsljBvnabNNb6HWKfHtDjVCQEpUiCizQKcBrTpcTsio+/mVFXr//c+4+upbAbjuusv45z//3MUWHT8HDxbwySdfc/PN17R7m44I21M6FiICQfZ/tIxhNyzEEBuBu6fGdUoSkX2TieiTiC0jkYiMBCypcag04cvpKK3GfrCM6r2FBD0+Al4fQY8Pn8NN9e4CfA3HH6R/Mgj5Aiy762nG/+kqJj90C7v/9w0HPv5BqW17Eonpk0TQH6D6UHlXm6KgcNKQ5RBp8e/y9n8u5co73exYP5o9m2PJGaCUuepOhAIhVBo1Ko2aoL9z3CAVuj8FNePYXTqPpIhNDE55h0BQR0HNWGQpiN2dRp07kzjLVgYmfgLArpIFVDQM4tJbqxk+wYXRLAj44dA+LUV5WtKzfWT09x3jqC1Ra2DsVBeDx7h5+5lIbropnujo8H1ojQyL/ZFnuBh5xtH7TsEghIKg0UJ9nUxxvobaSnV4eUgiNjHASw9F02BXsWmTDgCzNYijPizO1WrBeec1MGiQj1/+so7rr4/n3XctPP2XGGyRQTYsN+JyqBg/3s1119Vx9tlOiotVvPaalUcfjeSpe+MYPcbNiy8UkpwcZOLpqbz5ZBQIWPGFmcI8LbfcX0HOiNbFqRCQv0dLWYEGvTGE2RpCksLn9elrNubNT+a5/5axYEHvrhkdaRKcOdTPwUqZQ1UyBdUyIdFcxeo1gjMGBIgy9/7wlqeffpE//OHvAEREWPnHP+7uYotOjMcff57i4tIOCduOcEpnbAFUei1nLf4zBz5ZwY7Fn5/QvjqLds3YShJR/VJJOS2XpLE56CPMhAJB6gsrsB8sw36wlLqDZdQXlHcbQdjeGdtGZK2awVeeReac0wi4vex5awn7PljWLZN99fQZ22ELTyciJZalj73XYp0yY9vzUGZsj47LHUnW+PMYPcnD3VcnMHLIv5C7Q7ytMmMLgDHSzLTbzqdw0/4WoRHdjt48TXMKZ2yDITXf7vozIaEiN/ldkiI2sfbgDTi8iQghoTOEcDnUWI0VDEl+jcKa0RyqnsgFN9QwZX7HYjMd9TImS+ioX50QUFetQqsTbFph4I0nowgFJR54tYiC/Vqevi+W5Aw/emOI0+c4GDPl+CYIqstVrFlioqZSTc5IN8PGu9my2sCWVUYK9mspLQi/78aNc5OcHODdd1v2D/sP8LJ6VWGzZV9+aeSbb4zceWctcXHh77G2VqZPnz7N2iVn+LjyjmpS+nTsdz4YgGfuj6H8kJb33yshJ6fjAwg9FSEgEAKvH3wBCacXdpWocHklZg72Y9R1tYUnj1/+8k7efPODpr+/+eYdRo7s3Lqvp5pgMIjD4cJma7+3bLedsQUIenwc/HodmWeOY9frX51YfKksYYiyodKqCQWCTZ+g10fQe3ziQFLJ6Gxm9BFmjLERTW7FEX2S0EeYcVfXU7RiG8Wrd1CXV3rKa8+eTEK+AFue/ZC97y6l/4XTGHz1XGJy+7DuX693G7HeWzDHRtBQUdfVZigonBKMhlq2L9vChFn9GDDMh99jQqdTMoF3F1y1DrZ88AMjzp9MKBhk60eruuWApkLnUV4/iJAIz1QGQjoOVEyhzpnCbQ+WY4sM8q87wi6z9a44ftj3G/SGAPMurWPSWR17bld8aeLVf0czcLibX/2t7RweH79i4/M3bU1/y3L4/vv7LYkkpPoRQqIoP5wYKm+3jpGnu1AdRw82Oj7InIubl60cPsHN8AluIBwju/Y7E3u26Nm2V0NKpo/aKlWzckDjxnpwuyUMhsPPyKxZLmbNai62IyNDxMUHqChXM2OGk9Wr9RQf1LL+eyMpfZonjjoWKjVccEMtT/w5jl/8Ip4VKwp79RjPkUgSaFThDwiizBBrCfDFVg2bD6k4rV/v6IfX1zewYcMWtm3bxb59eaxatZ4DBw4CoFar+fTT13u0qH3ggcdITk7kssvO75Co7Sgdei2oE+JRy9oTPmjR5jyyzz6D+MmjqdxxsP3HN+hInziY2EEZmGJsGGNsyOrWa4+5axpwlNVQsfMgB75ahwj9+AKSJIzRVswJUU0fU4w1LGZtJrRmI9IRo/ie2gbshRUULN9K+bY8avYXHS7TpdUg0X3TtgXGHd+sZgOwfl8BxYEA4888jaF/vY41X67qXONOELmqe7lzdwSVRoUtKZryA8UITcv715vQezNU64s69mPeU5DtPfd+PBaS0XbsRm3Q4IhDq3Wi0zqRAhWUFuSQPdhDwTpBt5iwdfRO7wh/ZMcLQh7IKyL0+WpGzhqDX5bYunTjSbDsxFF5eq+rtOiE/lV7qKrty76q2QwY5gIBu7fMBWDeZXVk53p56PZYXA0AAq0uxKIb6xg1yYmmg+Z53BLvPBt+fxzc13Zfqb5OZtXXJgCyh3+BWuPBFFFG0K+nNH84+7fnNmtvsQUp2K8lLct3XOL2aBjNgsnzHEyed1jACwGVJWq2rzOw/AsjL79s49XXTFgiS7lwoYW5c51MmOBuITTdbonBuV6WlKtJTgkwfLiX7bu0zDy/nuMhJiHIedfW8uQ9cTz2WAS/+lXdz0bc/hS9FoakBVl7QE2/hhAxlo79oMy+8cOTZFnHESJE2d4VFGz+FBFq+X7TmaPJnXEL97xUAC8VHHVfnojuVWWj0SlYkiQKl21AZ4nihV3Hzr7/U4K+9seWd0m+saA/QNAfYMyNCyhZv4eAx4e3wY3X7sRT78Rb5wj/W+9CVqswJ0SRfvoQUsfnIKtUVOw4SNnWA7gq7Tir6gh4fMgqFbI6/NEYdJjiIrAkxzDwnNPpO3MUAZcXIQTGGFtTLGzQ58dRXouzohbn3kI8dieeOgceuwNvnRN3bT2+BndXXKJuQWl+CVt+2MyoaaPZvnobTrsyw9IZJA/ug1qroWhrXleboqBw0qhvSGDdpqsBsFgqycwxEJ9cw7a1BjTqn+97tTuTv3U/trgI+o/NYdv3m2hHpJJCD6OyJpute8+nz0Avl99Wg1YnWL3ES2Z/L31+LLfTUCcTDGkw2/zc9s9KEtOObzBh2xoDHrcaa3QhPndiq22cDRIP/iYOl9PPoNPeJzLuyHrXDrKGfU1q/1VUFg2gtiKLhppE7DVqHrwtAZ0+yPSFDmYvsne6wD0SSYK45ABTkxuYsqCB0gIN29fpObQ3inc/0PHMMxFMnuLiF9fYmTLFhdEo+OwzI5dcktS0j5deDAv8X/2tHOMJxIXmjvYw6wI7994bQ36+hqlTXZhMgmnTeu/galtkxobYVxZifZ6KKTkBdKdgnsloNBAbG01sTDSxMVGYzSa0Wg1qtRqXy01Dg4Pyiiry8g5hrz92OGAo6GfPshexl+1tdb0kq+g34XI0+v9n767D7DqrxY9/93GdI+PunmTi7kkldYNSoIpzuXChcJGLw4Ve7P4uBQq0tEALLXVPG2ncJ56Mu/sc93P2749pk6aNj5wzk/15njzPyJZ1Mkf22u/7rjX5ljtFQkFaNvwNc34F1uJ5ZCy9DWEC+utGJbENevwIMgGfzYMxPRG5Qo7KqENtPHO09P18NhcNbx2gZdtR/I6LXzhvyU0leUYeMqUCmVyGZ8COs2cIV/cQ3mHHyOjrFJpOPNYEQSASjkgFRcaKIJC3oIzeho5TvSMlkqnIaOglMaGG/oESnM5EPvLZTmqPaajdvYfUpKm51noq6G/rpXBOCaYkC7beoWiHIxlDHp+Fk423UbHIy2e+PYjs3QlDa24587Pogf8c5unfm1m41nPZSS1AKDRyPecYzOTGT9rOus07r8RhH4KZK59Coz/7jB611kVGYSUZhZWIIoRDKrxOKwNdxbz5zBx62hV86luDEzJ6KQiQlh0kLXtktocowvH9Wl79m4lPfjIVY1yYnOwQx49/eOHnx/5tiNJZo1/Wdct9doymCH971MLf/jaSMNfXN5GQcGW9rwoCzM8Ps7VKwaYTSpaXBjFe+mDgeen1OtJSk0lNTSY5KQGdbmQ2jNPpon9gkK7uXvyBAOFwGL1OR1yckeKifGZML2VwcJjGplbqG5oJhT78OvLae6nf/Q88tjM7kSjUBgSZjKDXQeb0a9Fb08f2QU0QQa5AbUpEoRtZEzsRSS1EKbENOD3s++2LzP38TQw1dnHosTcAEGQCKqMOTZwetUmPOk5HOBjCN+xiuLkbMXzpL9rh5m6Gm7svvKHkrPKm59PV3InPM/VLzE+EsrVzMKda2fF4bBROk0jGiyCIzCh7kZ6+MmobriMiCoRD4PFYEEUBIRbmIks+pKuhA3u/jXnrFrL5ybeIXMbnriT2RESBqsZbMFlF7n1w6FRSezY5xQG+/du+UZ9z4Ro3qZlB9HFhElPPPoAw2KNAa7CdM6n9IEEAhTKA0dqD0dqDwdzDwR03EvALpGaFSEgJUT7XizVpYgYsBAFmLPAyY4GXng4FLzxq5uTBsy8F0GjG7rW08iYnXo9Ac42aqoNaWluVJCRcebVQLHqRtdODbKtW8uZhJUkmkXRLBINGRKOEUBicPgFfEPRqsOgjmHTnPp5SqSAlJelUMmuKMxKJiAwMDNLY1Ep//yD9A4P4fOf+v5bJZGSkp5Cbm82c2dPpPL6eDc//EY0xEYM1E6UuDq+9B1tXDTLFmTdALBnTyJqxjqNv/hKAhNw5Y/L/FA2CIJC+5OYJP2/UWh/3nWzh+NObmf3AdTS8tR9HRz9iRMRvd+O3u6H9wseQjC9rSjyWRAvHdx2NdihTQmpJFsUrKji+fh+DLRfuGSiRTAUpSVXEGbt4+5lb+PiXfUTuz+eVR/WUFrwe7dAkZyFGRPa9vos1n7yGlR+/igNv7sE5eHlrAiWxo6l9JXZnGg9+vxeN9sybSl6PgFY39jeaBIELtv+ZPt/LvneSaDi6loS0WkwJl1YUKSG9lnBISVvjDBqr9XhdZgSZmUVrR9oHFVf40IzDYzublIwQ//ajgVPf93Up+MGnT09HNpjGLrGVy+GGTzjobFZSdVCL1xtbaysnklEDV08P0jYoo31QxuEWOSLvfxKJqBQjFZUBMq0RTCYjSqUSvU6LTqdDr9eSmBBPQoIVmUyGw+Giq7uHQ4eO0d3TTzB48fUYIpEIbe1dtLV3oVUrqdz8MgA+Zz8+5+kCagq1gZD/9BI/tSEeuUJN3a6RfuIaYyIq7fkrAMeq7n1v4u5tpeCmL0z4uS+p3c/alM+OSfGoUyeXy7j+4S9T98Ze6t7YO2bHvWRTdCqyryL7svcVBIG1H7sKuULB20+tj7m1VqpJVjxKkMtY+5XbcfXb2fPkhvNuG4g/z+3ESW6qFo9iNNXdY1ww9fKLR4kieLzxOF3JBAIGtEmL+cL3B/jtfyViUT6OVhPd54PMOzWXWIR1o79nbUmxsvjWFeji9PS399J8rJHOunZCgegW3JraxaPGJznpHSjleP3t3PrAMFffcea047YGJT//ciqCIPLJrwyx+OqJ6ZEqijDQo6CtXsUbT8fR3TpybZlTvpWMwsrLPm4oqKK7aRb9HdPxOM3IZBHyyvxMm+tn5mIPyRkT+/ypOqih5oiGRVe5RjWt+1zCIfjRZ1NJSw7z858PEAoJ/PGPJiyWCPffb2fOnCtvFDf8bmsgX1BALhMxaEAug0AIuoZHEl9/6HTiGwqFcHu82IbtdHX30tXdi8s1tq+DgNeBs78ZZ38zjr6mM6YfG5PyCQd8BLw2wgEvojhyAyR/4V0kXuKIbbSLR/lt/aiMVryDXTg76kiatQpBGH1M4YCP43/5Tmy2+wFAAK0ljtLbliFXKRlukqYKx5ri2SWYEy1sfnZTzCW1k1FmRT56s5G9T22MdigSyYTZf+gBXO6U0z9oEunrVDBnuYfa7dqoJ7aScxvuGWL9n18hrTCTvIoC5l23iDnXLKCroYO2qhZ6mjqlacqTgM2RQVXTzcxd4eKq289MasMhqNw2Uo1YFAWaqtXjntj6fQI73zKw5RU9g72nB0oUqgA64wDxqY2jOr5CGSCzeB+Zxfvwuk3YenMZ6svltaeyePmvZjLzfVz/cScViyamgF3ZHB9lc8ZvKZdcAfc8OMTTD1u47rqMUz+PTw7x8ssGqqqaiYu7sq7h5DLQqUGnPvNxqxSQkxgh1Rzhiw/txev14fZ4CEzAzTqVNg5r5gxU2jjkSg1Bvwu5Qk181gy6a7YjyBWYU0vQGBPQGBIwWDPQmpLHPa6xMli1B0NaAc0b/ooxo4j0xTejS8qMSiwTktgqdWry1s4hoTgLfaIJdZwemUJOwOXl0ONv0l/deuGDSCaM0WJk2qLp1B2uZahnMNrhTAkJOSnYugek3rWSK0pB7hbaOhZiMPQiCBGGbAUc369lxkIvRzeaiDNKU/JjWSQcoaOmlY6aVrRGHZml2WSV5rLkthUEfAE6attoq2qmv71P6nsbg5zuZI7W3UVuSZC7/2P4jCm+ezbqefr3ZkJBGaWzvcQnhVl9y/hOOe9uU/C77ycwPKAgIa2WsoXVGK1dKJS+cSn8pNXb0eYdITXvCJGwnKGePHpaK/jjT3K45T4b13x04qbYh4LQ1qjCNiAnHBJQqkSUKhGVWkRniJCYGkKlubzXUEG5n//6fQ9H9mhprVehUou01qs4sV/7bgEv6bX5fmoldHX3Ttj5xEiEoY7jdNdswzXYhlypIRz0EQS6araRWrSctLJVKFSX3qZtIrm6GrE1HiFj2e1EQkEGq/diLZmPXKlmuP4wPls/6YtvRmkwRzXOCUlsF/z7bZiykuk70cxgXfu7LXXcDNZ3EHRLRYlizby18/E4PZzYczzaoUwZaoMW3xXcOkpyZYq3NhNvbT71fTi8k0jkU4gRsDvSSEqojWJ0kkvhdXqo219N3f5qjPFxZJXmkFWWS15FAV6nh7bqFpqONuAaktbjxgKnO4kjNZ8gOVPkiz8aQPW+0aumahX/+K2FcHhkiuD8VR4Wrhn7kdpgEGoOaUhIDZGaFeLtZ014XH5mr/47WoNtzM93PjJ5mIT0euLT6jmx+yMc2JbC1R9xTFgf2Ff/bmbjC+eeQplf5uPrv7r8gl0yOcxe6mX2Ui9vP2fk+D4dN9zgwmKRZlVESyQcoq9xH101Wwm4h0d++N4TThBIyptPxrSrUY2iV/xEcnU1Enm3unMkHKRz50vI1TqsRXPIXvtJFFo9wvmq0k2QCUls1XF6hpu6OPBI7DRElpxdwYwCEtOTeOe5TYSn8LrBieboGSajIi/aYUgkUSUiIJPJCIUE1CqpL/Zk5Rx0cHLnMU7uPIY1NZ6sslyyy3MpnFPC0XcO0nBIumERTTZnBoerP0lqdoiv/GzgVGEo+5CMP/0knuba0yNDmfkBZi+9/JoV298w4PMILLnWhd54Onl22GT87nsJtDdqyMz3852He3HaBXRxPROe1L6fIEBK9jFqK7N55g8W7vq34Qk5b1L66emu3/zmIJ/5jB2fT8DjkTF/fjYpmWO3/taaOHLt9vrrBn7zGwsPPjgxj1EyQhRFbF3VtBx8Gb/7dMs0mVyJISGHuKRc4jMrJtVUY4DkOVchRkaeW3KVlorP/hJBPpLIKvWxU+RqQhJbV+8Q1ry0C28oiSqlWsm0RTNoOtFIf2f/hXeQXLShtl6Kls/AmGTB2Sd9yEiuTDZ7Jln6CAG/gFGahjwlDHUPMtQ9yLGth6hYNYeZa+Zg6xtmoGP07WIkl2dwOB+lSuBrv+g/o9rxvx6x0N0SZlrhiwzbc+jsm81tnxo+YzT3UkTC8PTvrQD0dSn55FdGLuK9HoH//WYiPe0jrUzW3jaytjfOEqGjxTCahzYmEjNqcdmT2f7GfK75qONUIjiell7rZsZCL+ufNvE//xNPe7uShx/uQyYLM3eul+pDGoJBUCpHf655Kz288FgI+5CC5uYxOKDkonntvTQffAlHb8Opn1kyppFavBxDfBYy+ejSLlEEn9OCQuVDqZmYWYADJ3aBIJBQvhjh3fgFQRgpzR2Dxr18VmJpNikz8ql9Y894n0oySqXzypHJZRzffSzaoUw5PfUdeO1uChaXRzsUiSQqnK4kQurrmLHAS1uDCrc7IdohScZQJBzh8OZKBrsGmHXVvGiHc8USRXB5k0nJDJyR1LbUqji6R0tW6i4Ucj9d/RXoDCGyCs7fjud8ZHK4+V4bCkWElMyREclIGB7/n3gGu2F22VMj2717panVRwgHo7uOMODTcWTL/XTWzwdg19sTl2jHmSPc+YVh7n1wkKefNvLb35oB+N//7WeoX0H1obH7v3mvOFZPj5zBwSu3FdBECfrdnNj4O46++ctTSa01YzrTr/0qxcvuIy4p77KT2oBXh7M/DTEi0LT/Go6+8QA1Wz426phFUTxVHHbk68j7vo8gRkamsfvt/fiGJ25N8miN/7P93enkw41d599OElU6o46imUXUHKzG55HWPY81MRyhaV8VmRX5aIxTt52PRHI2EVGge/gOvvADG16PjK2vGtDrpMJ0U44ocnz7EcxJFlKkWVoTKhRW0jNQzuHqT9A/VMTSdaenF7fWqfjtdxMwGnpIjq+iuulm8sqCfOfhXnSG0RUWuvZOB//vxQ5M8WF2rNfzyI8TOHFAS3nBi3h8FgAObNPx2ENWThxQozVGdyS/r20aLns8t9xnQ62NoNNP/BrUhWvcXH2Hg5/+NJ4HHkhmYECOxRLmjz9O4Nk/mfF5BdoalBzfpyFymYPJd/3bMP/2oz62bdexcGEWDscELSae4gQiZGWls2D+LNatXchHb1/HHbddT36iiGugBRgZoc2b/1Fs3TXIlRoAWg69yokNvz11nMOv/ZzOk5sAcA22se9f38JjG+kQ03b0TY6+8Qtg5EbV4Vfu5eSmu2g5tIr+pmnAyBpXgI4TGzn08k9OHbf2uV/TseNFAPyOQY488jWcHfUA9B3ZyrG/fOfUtg0vP0z7lmcACHldHP3j13G0VgEweHIPRx/9TwDSl9xC+pJbxuh/cPyN61RkQS4jY0EZkVAYn21ieqNJLk9abhqCIFAnrY0aN837a8hbWMbcj6xg5xNvSVVEJVcOUUZargK5Av74PSfZaa9Jie0UNdDex0BHH3OvXchg1wA+t5cT248S9F/+yKDk/PqHCjnRcBvhsJLsQi8f/XL/qRG7cAge/l4CKlkfM4v/QUfPXPwBHff8RxfxyaObgiuKULldx56NeqoPaRGECCqVj4riZ0mwNHKy4QYAju09fTO3YsX+UZ1ztLTGkfcdt1PGb57rYJxaB1/QjffYUapFXnrKjN8vcORIC9/+diL//GccW145vV7xyz/to3T25Q02TJvn4ys/6+P/vp1EYWEun/qUg5/9bGCsHsIVxWI2kZuVTF5eNnqjGbvdQVtLIzUnTxCXmIUzqCIxbz5J+QswJmTjd9vIrLgOhWrkuW/NKMdgPd3+Jr18DTrTSCs8lc5C9qwbUWpH/u6W9LJTv3P0ZiGKI8forZ8FgFzVT97CpwEwp5Wi1ltPHTd59loUupHjKDR6Mld8BLU5EQBjZhEKrf7Utkmz1iB/txKzXKUmc9XH0MaP3JA0pBeQteLOU9sKE1VlbQyMa2I759PXkz6vhEOPv4lXqpQYswRBIKc0l6G+IULBiW1efiUJ+gJUPreVpfevY+kD62jaWwWiiDk9kb7GTgakfs6SSU4UoaF5NR1dc7GYW0lLOYLV3EJjywquf8BLX6eCROthKamd4na/tJ3Fty5HbzaQnJOCQqngwJvScqTxEBEFGtqvIrsozP3f6CMhJYzXI3Bs30jrl5ZaFW6nguzUVrx+M82dy0jN8hOfMvrP+mP7tDz+Pwlo1E4qiv+FJa4VQYggl4cQRRhyFJ2xvTWlCaMlumvrrSmN5E5/h40vrGKwT8anvzU0YZWR308uh+s/7qCzWUlLixK1WuR3v+ujo1PB9m0jiUxGXoCiiotPatsalGx8IY7swgCrb3HSUqeiuUbFoqtdKFUijzxiprdXjkol8tvf9o3Jet6pTiEEmD2znNJpM/F6fRzet5X2Hge+4PueNN1VgIr8BR899SO13kxq8bJT38cl5Z9x3KS8+ae+VmmNpBQtOfW9MSEHY0IOAO6hZNTaMEnpQUzWMB2NKjTx7RgTRm5KGawZGKyn+xeb8ytOfS1XaYgvW3Tqe2182qnEFcCUc3ppnEyhIr7kdEwaSzIay+QqbvWecU1sE0qyAOg5OrqG25LxVTK3FEuylXee2xTtUKa8geYe9jy5kfKr57LgrjUAOAfsFK+o4PArO2k5II2YSyaXiCjQ0LQWuzMblyueSESOIBNZcauFtoZr6bHJWfkRNzMXu/nH/1NgtTRf+KCSSc3v8bHlHxsAyJtZyOyr5+N1emg8Uo/XefkVeCUfVt+6Fo/Pwq0PjCS1Hc1K/vijeAb7VCiVAYz6DiCP1u5FtHYvIjPfx5d/OjAmdV+aa1RotQ6WzPzth34XEeX4/Wcuu8ks2j36k46SIEB6/iEUigCHdlxL18ecpOcGL7zjOFl9i4vf/lcS//HVJB75Qx+P/KGXT34ylcOHNQz0KNjxpoEl17hQqi58rOpDWiq36ancpmfba0YGek9f4q+80UlqVoAXXzQC8Itf9KNUSrPGzkWhkFNeVkx5aSFet4OdO/fS1NLx7hrUibsTEvAaMMcH+c5vR6bwP/jRNIwaaQbs+YxrYtu4sZKy25YjVymlfrUxKiEtgfKF06iprGawWxpFmQi99R301negNmiRKeR4bS5m3rSYWTcvpWztHJprWqg/XIfnAxeAMpmMSETqSSeJPp/fyInqW7A7Ms/6+09+eYjFV7uBkZY+Xo/Ac39UITifRiZdTF1Rmo7Uo9aqKVs6g9LF03HbXXTUtlG16xihgDRDaDR6Bspp717AnV8YoqDcj8cl8PB3ExCDwyyY8TJ67QAyWYT+oUKO1t5J4TQfX/xhPxrd6F6DtgE5tcfUHNiiRa9tO+s2clmYvMytNLWvBCC7bDtGa+xUQk/MrKLp+BqqD2uimtgWlPu54RM2nv2bmd893MfnP5/M4cMj6zKzs4L86xErtgE5t9xvJxyGvk4F1qQwas2H/4YrbnBy4oCGhpMaBnoVPPjgEPfc4+DBBxPZ/LoBUTydkFVVqVmwQLouPxujKsjaa9aiN8Zx8mQtR44cRRQmpInMh/jdJpKTRq77An4Bj0tBqk5qlXc+4/qX0pj0hPwBItL01phktMSx9KblDHQNcHLviWiHc8Xxu06Xaj/y6m7ajzaSkJtK+sx8LElW9r65m4AvQEJ6ImXzy3HZnVRuOhDFiCWSEY3NKz6U1JrNHeg0/QRDWv71SAGpWUHMCWEe+aERjbCf9JRDqJTSZ8GVqHrPCZqONhCfnkhiZhL5M4vILMnm0Ib9dDd2Rju8SSkQ1FLXso65y12suMFFJALP/MGK1xlhwYyn0aidp7YNR0bmnH7kc8OjTmqrDmr43Q8SESMCccYephesP+e2eRk7yUg+yKAyG0tyy6jOO9ZksggqjQ+3M/oVg7V6EVEcmZ78jW8Mc+ONbu64w4nZHKG4JIemajW//34iDSfV+Lwy0nMC/Of/9n6oTZNGJ/LgL/vw+wR+/71Efv1rK1lZIZ57rpvDh9Vs3KhjaEiOKEJx8Zlr3v/0JxOCAJ/9rH0iH3pMkckEZlZMY1pZEc31J9jwTjtutweilNRGQgocfVksXzsyQmsbGJlmodJKie35jNtfS65SojJoUahVxBdl0n2obrxOJbkMGr2WFbeuxOvysuv1HdJIYAwYbO1lsLWXPrudJTcs4+bP3YooigiCgK1/mLrD0gWgJDYUF75NVsZ+lAovKpUHmezMIjShkIoNz3+Rz313ALPhOEnm6BaMkUSf3+Ojq76drvp26g/WMOeaBSy9YxVdDR3UH6yhryV2RvMmg87e2URQ8pHPD1B9SMNrT8XRWqeiPP+VM5Jaf8BAQ9vVTJvvJjN/9COTTdVqxIjA0tn/d8Z5zkWl9MZcUgsQicgI+tWo1NGfGi/IRERRIBSCZcu8LFs2ctP7+HEV/X0K+vsUlJf7+dY3h0hJCfHlLyfxt1/Hc9unhs9aAEytEfmPh/p49Ofx/P73Ju65x8GsWX5mzfKf9fyRCHzrWyMFhm6+2UXyKIuKTUZqWYDVa9cQn5DEwUPHOFlVR1QWX7+PvTeLcFDJzCUjz9G+rpGUTWMcjmZYMW/cEtul//kx4jISadhQSfdhKamNJTK5jOU3r0AQYPvLWwn6ozcNR/JhvW29vPHEayRlJqFUqbAN2BjqOfc0cbcrgeGhLOJM3cSZpAJUkvGnkAcxGs7dtkOhCOAdHAIgd2Y5W14qJT/nLeItLRMUoSSWeexudjz7DpmlOZQsLGfFnWsJB0M4hhw0H2ug+WgDkbB0s/V8bK5MkjPCvP6UiR1vGjHHdTCzZBvx5jPXsFc13oxap+aTXx6bPpQF03yA6dQo8GTlc5sIBVXklUY3SfD7BPZu0lNYGPjQumeTKYLJFOb++x1873uDZ1Rw/ta3Evn+p9OYuchDxSIvZXN8GOJOv2ZkcjDHR/BcxAqzEydOL+C94cZ0nv1XF7m5V87smuKifObMKmdooIc31m9ieNge9aQWIBwaeY0ZjCN/16ZqNXJFEJXuwjeUrmTjktiac1Iw56Sw5/+ep++4VCgk1hTPLsEUb2Lj02/jfd90WEns8Hv9tNe1X3A7lyuBw/vvJRKRI4oCFXOexmI9+5oniWQi6eVbWP/Mjaz7mIP+bitV+5Zh1PehUkV/hEQSG9qrW2ivbsGaloA1NZ6EjCRmrplLemEmu1/aTigg3XQ9l+T4k9Q05dLZbKAweyNZqfs+dC1uc2QyaMvlM9/px2Qd2xsFApN7rbzfO9ISJT45eglcJAKP/0883S0qXnih60N/v6ysEE1NzR9qSXTnnS5uuMHNP/4Rx5NPxvHELxOQyURyS/yUzPSTkhnEYApzZJeW69ed//02GITvfjeBxNQgX/hBP3/4QRLz52fzpz/1ctttU3fKqyiC327kmuvLyMnLoqqqhgOVR0AYg6pqY8Tw7pr0ljoVGp3I+mdMmNOaYiHnjmnjkthq40feMOytY3OHUDJ2tAYtZfPLqT9Sh23AFu1wJJept7uM2qp1RCIjL+H/fb6db9yVhsuZJCW2kpggk4V49e8mll/n4qOfH+ZohZbj++5F9P8dtVqq6ig5bahrgKGuARoO1pKQkcSyj6zi+s/fQkdtG8M9Q7RVt0hJ7gekJR4nyVJHRJShUp79BnVH72yS0vzMXDx2N7AHexWAiFo9uVs4hgIjBZr0cdGZGRAOw/Y3DBzbp+OZZ7pYuPDshZzO1WdXrxf57GftfPazdrq75WzapGPDBj271hsYHh5JzrKzg3zzm0PnjOHQITXf+a8EKg9o+Lcf9ZOaFeJ7j3Tz5P+z8pX/SGTdOjda7eS+gXE2druMhj3XY+ssZsmidjY2baeruzemkloAtcGOUuOjpU7F4qtGPjPV+sn9upsI45LYOtpHpqjFZSTSX9U6HqeQXKbskhwATu6TikVNZt2dM08ltQBvPm0iIy9AR+tCrPHN6A1ShWtJdJniuikq2MDD313C/DUB8ssCxCeHcPbOpHH/rmiHJ4lRAx19vPXYaxTNKyUpO4WcGflMXzmTmr0nqd1XFe3wYopCcfY1kwDhiJxBezFXf9RzzuTocrQ3qtBpHchlk3sdZiioQRBENFFI3OqPq/nHb630diq5/Q4n11wzulksqalh7r7byd13j0xRtdlktLcrKCwMojlL9WQYSWrXrMkkPinEV37eR+G008+lxLQQldvlDA3JSE+f3H/n9+vtlfOHPwT559NpDPaPtKL688+szL6lNyZHQQUB9NYuju5Jo3SmVMH6Yo1LYuvutxHyBTBlJUuJbYwRIyKiKBIOT503qytRcdmbDA3mEp/YwOH997LxhTimz/fS4tPT3VlBQfE70Q5RIiEz7SBwkMEqaN6XxvQV+cy/JpecchNtJ5rob+vD3m9DlIrXSd7H6/Rw9J2DAGgMWkoWlDN9xSwSM5OpfH4bQV/gAkeQON0pBIMqps8fu5uc4TAc3K4hwXxwzI4ZDZGIDFtfDgZTaMITmoaTan77X0nMnevjr4/1jkvLHbM5gtl8/teI+t2KygXTfCSnB9mxXs+xvVrqjmoIBGQ88IB90ie1druM3bs17NihZetWHdXV6jN+rzMNk7/w9ZhMat+TXHiY2m15vPI3M3JlgOxZW6MdUswbn+JRIgy39JBQnEnDW1I1zFjS197LtEXTuequaxjo6me4b5j2ujaC0jSvSUWrs5GuOwzAouW/o615AScOLAdAp5dGayWxRRDAFNdF2+Eugo6md0fhZiGTywmHwtj7hulu7KT5SAM+t7TuX3Kaz+XlyOZKups6WXDjUlZ/9ka2/+0tvHZpOvv5BAIGACwJY5ecbH3ViMuhoDzn2JgdcyL53CbaahbT116OIBP59LcGJjyGV/9qYvoMP6++2okyivW3yssDfOc7g/zsZ/Ec2qknHIKFC31873tDXH21m8LCyXlNaLfL2LpVyx/+YGb/fu1Zt0lJDaLLfIfE3JMIstieam1M7AKg/oSGxLzjyOST+2bDRBi3qsid+2uo+ORa1CY9fukDKGYM9w+z9YV3KJ5TQnxKAnnT8pm5bBbbXt7CYLeUEE1WWbn7SM04iiBEUCik0QxJ7Opu7KS7sROZQo45yYI1NR5rWgLlyyooX1bB24++hnNwpJeiJcWK1qijt6WHsNQP/YrW29zNpr++ycqPrWXBHSvZ9sT6K2Kk3+c3IpOFUSkvbbqqTjvyed5Sp2bGgtHfLOpsVvLK3+LITDmAUX/uiuixSowI1By4FZctAX1ciC/9eICcoon9rOzvltNUo+YXv+iPalL7npUrPfzsZ/EEAwINDU3Ex8fW6ykcHuntOzws4+RJNdOn+xHFkdFmrVakq0vO888beeEFA3aHDLtNjs12/nWyP/3pAJ/6lJ1bvxb7y/FEEdoOrzj1fVL+5LyhNNHGL7E9UMP0u1aTuahcGrWNMYM9g+x+Y2SN23v9bGevnMPGpzdENzDJqCiV0hoMyeQRCYVPFQ3iYC3tVS0s+cgqrGnxOAftKFRK1tx3HQC23iE2/3U9ohjbd9cl48vjcLP/+W2seGAdKz91Hcc3VjIwhfvf1resobV7EQDFOW+RmVp50fu6PMkAKBSjf80M9sr53ffj0aoGyM/aMurjRYNtIAuXLYFv/LqHvNKJv/nrdQs8/j8JpKSE+OhHY6Ndy9y5fr70pWGWLPFGPal1uQR279by5z+b2LxZf95tLZYw4TA4HKeT2LxSP6mWALbDZx+l/eY3h/jiF4eJi5s8nyEDLWX0Nc4AwJTcjjFh6r7XjaVxS2xDXj8d+6opuXkJAZeXtp3Hx+tUktEQRXRGHf2d/dGORCKRXMF6mrvoa+1h3vWLqVgzB6/j9AiVOdlKamEGXRfRAksytQ13DbD9r28x45r5LL/3Wgbb+2g/1kjHyRYC3nMXU5psegdLaO1exHUft7P5RQMuT9JF79vSuZiGttXMXOymZJRFZ7palfzfdxII+dzMLn0GhXxyTlEd7CrEFB8gtyQ6M5r+8VsrQz0KXnmlC4MhNpIrQYCf/CS6M/XCYVi+PJOqKvWFN37Xe1Wf36NQinzpJ31sfjGO6g8ktrfe6uSzn7WzYIEvptfSno3PZTr1dWbFtihGMrmMW2ILcOypjURCYWbddy3mnBROPPMOkZA0PzyWxKcmoFKrOLbzSLRDkUgkVzAxIrL9mc0kZiYRn56AxqDF3m+jraqFgtlFLLhpKTV7TtBQWUvQL023v5INdfSz9S9vkFqcRc7sQmasW8CMaxfQU99B/e4TDLZPvqmy7yeK0NK5krI5Hm74hJ2D29TIwheXUA4M59PQtpp1H7Nz4932UV/MP/zdeIJeD3PL/4paNfn6mgb9WlqqltLbWsGNn7Sd8/8jHIaWWhWbXzLScFJFQkqIeSu9LLnGjUo9ukTU5xU4ukfHT34ywMyZU+fmy2h4PAJ/+YuJw4fVp5Lam25y8fnP2/jtb8289ZaBxx/vYcYMP3PnZn9o/2s+Yic+JYRGJzJjgRe1RmTt7Q5U6gjhiMD6f5oIBgVeesnISy8Z+fWv+3jggei3ytHrdaxeuYTdeyoZHBo+77aRkGpkH8sAhnipferFGtfENhIKc+ypjdhaepjxibWkzMijfv1+WncckxLcGOG2j3xQqbUXf7dMIpFIxoUo0t/WS3/bmR/ifS3dTF85i5KF5RTOL+eVP3WBeweCEBsjH5Lo6K5to7u2DZVOTUZ5Lrlzi1nxwHX0t/Rw6LVduIdiY8rnpQqGdDjdCcxdPogggNcjQ6e/cEIkitDYvpaiGd4xSWoB4pPDdDeDQj55ErKAT0dH/Xw8jiScwynIFXLW3ubg6o84PrCdwM63DBzZo6GlTkXQL0dntBGfegyHPZHn/pTH+meMfPrbQxRNv/zHLxNGEmeDIbbWsI6XSAS6u+V0dCgZHpYxPCynv19Oe7uCEyfUHD6sxu+XIZOLWN9X3OyXv+xHpRL593+38aUv2aio8KPVilx/vYs33jCc2m7mYg833/fh57dGK3L1R0Ze80XTfPzqGymnfvfgg0ns2qXlscei29on3mrGajWj12svmNiqdCPP10h4DPt1TSKiKDJUewAAmfzi09VxTWzf07bzOEP1HRTdsIjpd62m8LoF1K/fR+uO40SkgiBRZU22Iooi9neLtUgkEkmsiYQjHN18kJo9J8mZfys3fTaLP35nBelJW6MdmiQGBDx+mg7U0HSghtTiLKZdNYeVn7qebY+/iWsw+qM0l0ql9KDXDdNUo2L+Kjcel4IU04WnFA87cnC6E/nMJ8fu4v2erw7zw8+l0tU/g8yU2G/zE4nIOLHr44gRA2Wz/cQn+1h0lYuUzNPXmm6njBf/YqbumIqhPjnmpFbSC9oxWruIs3adumHmdZtoPHINv/2vDL70435KLnO0VaURMVvDdHTEQMWoMeJwCLS0KLHZ5BgMEdraFOzdq2XHTi2NDUr8/jOTMa0uQnxSiIS0EDfcbUcmg/xyH9mFQd78ZxyvPWWmuDj3Q+e55ho3zzzTjcVScOpnR3brqD6koWzOuV8T+eUBrrrdTmu9mrpjGgDq65VRTWrzcrNYtnQBdruTnt4LL/+Lz6ql9dBqvA4rosikm0o9Gn57P67uZtq3PHPJ+05IYgvg6h3m0F/epPb1PRRdv5Bpd66m6LqF1Lyyi7ZdxxEj0p33aMifUUB3SzcBqS+gRCKJcX6Pj60v9DJ9YRop+Xng3BrtkCQxpru2jYHWHq760q1kzyrk5KbYT8bOxmxsou7YNN74p4lwCCxxLRfcZ2C4AJM1QEH52I2uJqWHyC/1YevJmhSJ7UBHCR6nmf/6fTcZuWefvt1ar2L3hpERwJmr/obBdPYkQ6u3U7bwBU7uvYO//28yP/xTLyrN5V2rCrKRkczJZmBAxp49Wjo6FHR1jfw7flxNQ4MSUTwz00pMDVI43c9NSzwkpQexJoXRG8PojJHzVoG+7uMOFqxx09GkIhAQ8HkE/vlwPABvv63ni188c3359AUe8i/iOS6TcyqpXbPGzZNPRrf40qyZ02hr62TLtt0Xtb1Ke7rOhN9lQmOcugNQIZ8b31AvuqQMIsEA1f/8+bu/EYBLe81NWGL7HnfvMIcfX0/d63sovmkJM++9hry1sznx7Fb6T7ZMdDhXNGtKPNbkeLa/LC1KnywMJgPmJAudDR1ShVjJFUcUBfSWkWqvjkE3FlWUA5LEpKAvQE9dB6lFmZM2sTUZOqlqnMP6Z9TkZW69qBY7wZAOS2J4zEd2rEkRBjvixvag48RpS8aaFDhnUgvQ3TqSZZUtfPGcSe17ZPIwBRVvc2jzA+x7R8+y6y5vnbEgjEwVnyxqa5X89KfxvPGGHlEUUKkiWBLDmKxhUov8LLrRSWpmEJ0xgs8jYEkMYzRdfuYenxwmPvl0W6pl69xsfsnI3o169h5Ss+QaF7OXeSip8CE7f0cfAMIhePvZkeJLt9/u5Pe/70Ud5RV3kYhIQoKV7OwMWls7LmofQ0IXroE0PPaEKZnYege76dz1Mq7OegD0KbkI75t2nLboRoIeOxprCu1b/nVRx5zwxPY97j4bhx57g6aNlZR/dCWLv/oRal7dTe2ru6IV0hVn2sJpOIed9LR2RzuUqUcQ0Jr0BL1+Qv6xqyJZPKeE9IIMupo6EcOT6FNSIhkD/fbVfPwbKppr5ODdDlJiKzmH3sZOcmYVotKqJ2W15HhzE+a4Lgy6bnLTd17UPgZdL02N03DYZMSZx2Z4MBiAtnoFMmFyLBtzDmVRNuvsn7mRCJw8oOGFv5hJLziANaXpoo6pNdgwJXRydG/8lE9sPR6Bn/3MyiOPmLEmhrnr34aZvsCLyTr2N0wuZM2tTtbcennr5OUK+Pef9PHw95K46ip31JNagA2btrFg/ixWLl9EX/8glZVH6B8YOu8+yQVHRhJbWyLWjMYJivTsIiE5MsXY1UfqPbSJ7v1voY6LJ23RTXTteRV3T/Op32dfdTfm/AoEQUY44Iv9xPY9ttZedv3yXxTdsIjSW5bSc7ge+ySvaDgZKNVKUrJT6WzqRJAJUpI0RvRWI/M/tgZjogm5UkEkFKa/pYfuqla6a1rxva+FyaVSaVTklOVSvb+KSHgSzmmSSEYhGNSw8IY8wuEAL/+pi8zktmiHJIlh7xWO0pn0kzKxVatczC1//JL2Mep7CYdk9HYoiTOPzWN+8S8W+rrkzJu2cUyON95ksjB9nXKG+uVYE09fhJ+s1PDUb83YBlSYE9vJKdt+Sce1JDdQcyQdn1dAo7306yVBEGN6KrIowqZNOv7zmwl0diq56V4bq29xnncKcawrm+MjLTvAwYMa7rwz+hW93W4P72zZRUpKInNnV3DtNavYs/cgDY0t59zHmtGALbuaxNyTExfoWXQfWEhv5SLM+fVkrV4/6gS399Amuve9SfLstSTPvRqZXIEpdxpyjY5IwIezs+FUUnupop7Yvqf+zb3krppF+vwSKbGdAEF/kP0b9jHvqvnc+KmbaTzeQP2ROvyT8AIgluitcZjT4ql+5xDDHf3oLUZSS7OZcf1CZt60mOGOfjpPNNNSWUvwEtc1588oAAEajtWPU/QSSeyy2TNJTA2hN0SwpqUQDsqRy6Tq+pKze68Pstakx9Zz/lGRqUAUoaljFamZfvJKx+ZzvKlGxdbXjBTlvH1RU6FjQXbZVmorb+J796dSMtPHtPk+FAp47s8m9OZ2yhdVYkpoR5BdWnJqTW2g+cQqag5rmLnYe+EdPkiASCT2qv9s26bld78309qqpL5OReE0H9/5XTcpGZNjhP5CTNYwJ07EwHDt+/T09PPG+k0smD+bJYvnEQwGaW3rPOu2cmWQwsVvTnCEZwr51PRWLgLA1ZZP9/4lpC++tBtD7xcO+OjeN/KYkmatPlXxWG1KGNlArSO+ZP5lHz9mElsxIuKzOVHqNNEO5YrRUt3MQHc/hRVFFM0qpmBGIQc27aez8eLm/ks+LOAZuaDormrF/u7FVNO+apQaFclFGaSWZlO6ZjYlq2bRcrCOuu1H8bsu/CGp1qopnl1Cy8lmqdCX5IoUb23kpUdyWH57Dnd+ycdffrCcZOuWaIcliVF+t5dIOIw2Th/tUCZE70A5Nkc69/9XL/KLWIN4McR3Rxh1mvO3JYklpoQOZq95lL72aXS1F1F9OB1RlGFJbqFk3svIFZeXsGn1dnRGGzVHLi+x1Rki2Gyx07bF4RD4z28m8tyzRtJygmTkBbjuvmGKK/xTqvquWivS0hx7w86iCHv3HUKr1TBv7kw6OnsIh2PzRm04oEamCBEJKQgFZfQfnUPIZSLrqtcu67kiU6pQmxLx2/vxDnZjSP1wNezRiJnEFsDR0U/6/BJsLT0MN3fj7B5ElKZcjiuXzcXhbYc4ue8E89bOZ/H1S3jjidfwOC9/yuyVTKEeeQP94L3goC9Ax7EmOo41odZryFtYRt7CMvRWI3ufOv8UL7VOw6LrFgNwYs/x8QhbIol5MlmEtISNbHt2KaWzcsmpKKW/5gQG/YXbJkiuTF6H54pJbDv6FlA22zOqfqsflFcaILvQR2v3YhIsDWN23PGmUAZJyztMWt5hRFEgElYgV4y+1oXB0kHDyYILb3gWcZYI3d2xc8n9rW8l8uqrBm7/zDDLrnNN6inH7/H7BPZv0XHigJa+DiU+j4BtSMFtt8duP+sjR09y0w1XkxBvobdvINrhnJU6zkHZ3Y/Sf2wWfYfnI0ZkONqzESMyBPml5WhiOEzb1n/htw+QsfyOMU9qIcYS22P/3IzGYqTi7qsRZAIhX4Cmdw7R8PYBgu4L93CTXL6AL8C+DXu5/t4bWXz9Era+sIWQ1GP4kqWWZuF1uHH0nnvqm9/to3rzIbx2N7NuWUreglKa9lWfc/vyBeXEp8az85Ud0lRxyRUvJWEvO9eXs+4uB6/9/SY6j+8kMaHuVO9JieQ9XocbbZwu2mGMu3BEjtOdRNmcsb2AFwS49k4nf/ppFnZnOibj2adLxjJBEMckqQWIs3bSeLT8stbZelwCltzYGJHbvl3Lv/5l5NYHbKy+OfprT0crHIJ3XjGy8fk4PC4Z8+b5uOMWFzqdyLRpftatc0c7xHNSqUYqIMrksTOafzYKjY/U+Xsw5TQx3FCEKbcR2SUmtWG/l9ZNT+HoqCV77SexFM4an1jH5aiXKewPsuc3z6FQK4nLTCKlIp+81bPRJ5qp/NNr0Q5vTIUiGo4778UdSSMQMSATQuhl3SSpjpCt2xqdmAIhtr+ylVW3r2HNR9ey49Xt0sjtJYhLtpA9p4jWyrqLarvVUlmLMdFMxY2Lic9J4eiru89a5CToDyJGRBSqmHq5SiRRIZeHOLalkmBwATff52DfOyvY+K9FZCW/ik439ddSSi6ee9iFJT1h8pSkvUydvbMJR+RMm3cZaz8vYMZCL0lpflq6FlNR/NyYH38yibN2IYoCLbUqSmZe/E1mr0egtV7Np++O/shhTY2Su+9JoXimj9U3jy6eSAScNhnDAwrsg3ICAYFQUCAUhHBoZI5qnCWMNTGMOSFMnCWMbIzzt8FeOX/6SSJdrUruvtvBV786TFbW5BmUyc3JxO5w0t09Odaw65J60SX1XvJ+PlsfzesfJ+hxkLfu08RllYxDdCNi8ko55A8y1NDJUEMnDW8fQK6eAnMkPsAeyqLXV0HpbC/FM/wEAgIttZlUHSzCrGzEpGyPSlzDfcNsfnYjS29aztUfv5YTe47TdLJRqsJ7ATqzgUV3X4170EnV5ovvm3h8/T6GO/upuGExa758G3ue3Eif/8ybCTWV1VhTrCy9cRn7N+yj+eTFtSiQSKaqzLSDdB7p4Z+967j5Ph8zFoq8+c+P03r0EOkp+5HLJ8+FjWT8NB+qI3NGHsvuvprjGw5MySJSgaCW5s6VLL3WRfI4FPyRyeC6u5z89dfFDDsyscRF59okFmiNgyhVfpqq1ZeU2L75tAlBgBtvjO7oaHe3nDvuSCPOGuYz3x64qH6w7/F5BdoaVLTWqWipVdHRqGKwT0E4fPZFlipVBBGBYOD07+VyEUtCmKT0IEUz/JTN8ZKZf+mj6bYBOXXH1dSfUHN0jw5LXITNmzuoqJh8M9oUCgUB/9Sum+LubaXp9T+j0Bkpuv0/0JiTxvV8MZnYvl/A5YWLKK4T63xhE1Wuu/BEUkhX7SRVsx+tchi/V8Oqm5xUH9HQ0zaSwLd5VzJd+WTUYrUP2tn49NvMXDaL2avmMGvlbIb7hjm4+QDD/ZOniMRESSpMZ95HVhL0Bdjz1AbCgUu7uOg41sRAcw/l18xjyf3XsvO1HfR3nl43GAwE2f3GLm76zC3or5D1YhLJhZjiOgk7/sajP1hKxcpibrnfxkBPEU8/PBNVaDNJCbXRDlESZUPtfez+xyYq1i1g3h0r2Pi7l6Id0pjrHSgnHFFy493jt9Z83ioPm1/2Ud92DfPKH5tSxYUuhSCAwdJFY1XyRW3vdgq88lczO9Yb+fGPB0hPj+5U5F/+0kpnp5KfPtGJVn/+GQy2QTm1R9TUHdfQVqeiq01JJCKg1UaoqPBzx61ucnKCpKcHycgIkZISRqeLoFaLKBSnJ0kMDcno6lLQ0aGgs1NBV5eC48fVbHg2jpf/ambaXC8zl3jQGSJ0tynp71bg98rw+wQEAVRqEaVKRKuPoDNEqD6koaVupMpxbl6AxQt8PPRQPzk557/uCoehqUmJWi0SHx9GFImJ5/HAwBA52ZlUzChDp9OiVCjYt/8w/sDUSHbFSIT2rc+iMiVQcOPnkau1435OQRQvPD/H4XBgMplYm/JZFDLVuAc14SagEtkx+z10+RYyd4Wbym16DKo+yvV/p9L+ZeQKOYGAHKOyizAacjQbyNJdfint9/gqskd9DKPFSGJ6EgUzCtEatLz++KuEQ9FfJ6IaiP4UaZlcRvHKmRSvmElvfQeVz28l6L38NyNBLmPxPVdjTk9k39t76WntxpRgJjkzmaLZxSiUCt76+5uTenq4psMe7RDGRwy8JsZLMNUU7RAuyOM1Yw9cww336skqDPDS42b6694mMf78rbFk3qk5shvWxfw968sm913632zOTUtIyk9j/f/G9lRa8TLmadY0XUNYNZ3v/2l8pzI2nlTxq2+kUJr/GulJRy9pX1/y1Ol20V67gJ7mxfz62U7k53iZDQ/IeetfcRzcpiMSFvjZzwa4915H1BOpzZt13HlnKkZTmKzCAHmlAdJzA8jloFCJmOPD1BzWsP1NAx1NKuaucLP6Rid9J7TMnu1j9mw/xcUBFGPw9hIMwuuvG/jFLyzU1qoQRYG4uDCFhUFMpjB6/UjfX69XwOORYbPLaGlWIpPBQw/1c+21HhITL/5z9957U3j1VcOp72XyMFqjHbWxn/Sy/eit0ZkKrFQqWDB/NlmZ6TidLnR6LQMDQ2x+Z+dlHc9njq21ugNVe+jY9hxFt/8HuqSsyz5OOODj+F++g91uJy4u7rzbTt1PvxhjVjbT5VuIXA4mS5CQW4ZF1cQiy8/o8i3ArGsmUXUi6m98H+QcduIcdtLb1sO6e65nxa0r2fXGLvyeK7uYV0JuKjNvWozeGkf1O4eo3XbkotbVno8YjrDvn5uZd+/VlMwpYdnNywEIBUN0NnZwbOfRSZ3USiTjRae1odP+iw1PFDJt9Sru+IyNl/96NTX7CshM3Y5aFbvFQyTjS6VVk1WRz/GNldEOZVwolV5s9jHq73Me+eUBZi9zU1O5nLTEY1dssTZzUgut1ctoqlFTOO3DU19PVmr4y0MJ6HQRPvWAgy98wUZKSmzc+FyzxsMbb3SyYYOOgwc1bHw+DrfrzERIJhO57jo3P/zOEIr4FjxyC9/+1NhPoVYq4dZbXdx6q4tAAGw2OYmJ4fNeA4fD4HTKMJsvfWnczTe7zkhsI2E5bpsVt82KGJFTvPyVy3kYoxYMhti5a/+p78tKC5kze0ZUYhlr4YCPnv3rsRTNHVVSe6mkxHaCZGp3Eozoqd45D4XMyzTjPwAwKPooMsR+YSy3w82WFzaz5IZlXH3XNRzcUklX0+SrkDhaar2GaesWkDWzgIGWHvY9/Q7OvrGbnh3yB9n2whbMiWbiUxOwD9gY6hkiEpHWOEskFxJvqWfXKxkEA8Xc+Ek7196ZwJHdn6Bqn4fB9layMvYil49NhVTJ5GCIj0OQyehr6op2KONCLgviciiJRBjzwjwfdNVtTg7tSGHAlk/iJGr/M5YM5j5Uah9VBzVnJLaOYRkbX4hj66tGVq/x8Oc/9WIyxd7n9oIFPhYsGBmYCIehu1txamS0o0NJWZmf1NSRRPx/nxhCbTWyf7+eigofavX4xKRSQVLShZN/uZzLSmoBbrvNxbp1jfzrX0a2b9ey41A7gjyMNm6IxNyTl3XM8SCK4pS43vPb+mnb8gzhoJ/UBddN6LmlxHaCCIJIvuEt8nkr2qFctsHuQTY+/Tbz1s5n2U3L6Wjs4PDWg1fGKKIgkDuvhLKr5iBGRA6+uJ22w/WjHqU9F1u/DVu/bXwOLpFMYbmZW2jed5KTO2eSWV7AgtUeFq6Bwd5cTuzWY2vZTNAvJbdXCpV25Go8MIplIrFMrRoZTevrVJCSOb5T67OLAmTk+ejsnXPFJraCIGJKbObA1nwqFnlpqlZxfJ+WuuMatFqRBx8c5mtfG0I1CVbtyeWQ8b6CY8XFZ74v9jUu5JX/Z6C7beTBfPazNv7nf2Kz1+rF0GpF7rvPwX33OVj3xfXRDuesZDIZkcjkng0R9nupf/l3yFUa8tZ9CpXBPKHnlxJbySXxurxsf3kbGQWZzFo5m3X3Xk9HfQe2gWHirCYUCjnBQBD7gA3bu//efxEpk8tITE8iPiWecDhMW20bXldsJ8YyhZxZtywlPiuJrpMtnHz7wFnb8kgkkugTBDAa+jCyAW/7Ozz187kYEjIonStnyQ0WIuFbaaisof5ANeEpusZWcpr33RuvWqMO3xS8CRsOjxSdfK+9yngSBFi2zsPTvy8gGNSgVF6ZS5Iyi/Yi+rP4448TcDvlLFvm4XO/6ufmm11YLJN/tO09//Hvdv74e+up7598Mm5SJLaxUhjqcowktpP7OWRrPk7I66Lo9q+gMlovvMMYkxJbyWXpaGinp62bghmF5JXnkVmYiW1gmFAghNESR05pLnLFyLqfgD+AGBmZXqFUK1EoFPh9fuQKOfnT8jmy4wjDfUP43D4uopbZhFKolCz85FosGUkceHYLPTVt0Q5JIpFcJLk8RHbmXgD6TsL6Fg3FC8opXlBG4dwSGvZW0bCniqBvao7mScA95ESMRDClWBnuiv2L8kuVHF9FW89i3nwmjs98e3Dcz1cy0wcIONxpxJuvzNZzRvMAH/v0IK88uZO//GoBOl1sXbeMleTkMHl5QzQ1jSQn//M/41d5+3I88UQcRmOEO+5wEQ7D8eNqenvl3HVXKidPtpyaUj2ZJCUlYHdEv9/xaNgaDqNPy4tKUgtSYisZhVAgRE1lNTWV1QiCcEZSKsgEjGYj5kQLWr0WQSYgk8kIBUP0tvVgH7RjtBhZeO1ilt10ukhS3eFaju8+Fq2HdAalVsXie67BmGhm99/eYrD10ptSSySS2OF3+zj2zkFq950cSW4XT6NgYRkNe6to3FdNwHN6JobWpMcYH4feGofObEChUiCTyxBkMmRyGQjgc3rx2t24Bh30NnaNDBVIYkooEGSwvZ/UogxaDtVFO5wxp1T6iDfX0lIza0JGqhLTQmi0IRzulCs2sU3LzgAgKPZNqqS2v1/OyZMqwmGBlJQQQ0NyWlsVtLYq6ehQEAiMtNiJi4uQlRWkpCTA3XdH+NGPRvb//vcTuPvuiUm6Pv/5JFJTw/zgB6dv1mzfrqWvT84dd7jw++FrXxvph3rHHQ384Q9mvv/9BO6/34YoCpSV5VJd3RwzhbsuhlarIS01hb37D0Y7lMvmt/XjbK8jc+VHoxaDlNhKxsQHR1rFiIhjyIFjyHHOfZzDTjY+/TZGixGDyUjRrGLK5pdTc7A66mvgNHE6Fn3yarQmHTv+8ib27vG/Ey6RSCbGSIJ7iPptxylaUk7h4mmULK/A3jtEX1M3xgQTqcWZAETCEbx2N8FAEDEcIRIOEwmLIIA1PRFtnB65Us5gex/VW47Q19QtJbgxpuNEExXrFmBMMOEcmHotxxLMjbRXL+DQDh1zlo/vdGtBAK0+TDg8TpWEJoHktCQcdif+y2g9NRE6O+UcPqyhvX2kd2xLq5LDh9V0dSo/tK0giFjiw1iSQihVImJEwOcR6O004vPKUKoizF3hQqmCPRsNDAzISEgY36my+/dr+Ne/Rlq6vD+x/f734zl6VMPChS243afv4IRCUFAwMuvm2WfjSEwM0d+voLQ0l337Wikqmhw1FfJysxDFCC0tHdEO5bL1n9iJQqPHUjg7ajFIia0k6t5rKeR1eUjJXkfBjEKqD1RFLR5rVhIL7lrDYFsvlc9twdk/9S6EJBIJ+F1ejr9dSe2O46QUZpCYl0rmtFxCgRCVL+5goK0Xr92NeIFiHvHZycy8bgFL77kar8NNx4kWehs6GWjtJTKFexxPFi2H6ylaMp2Fd67m0Gu7GGyLTs/K8WI1NRFvbmTTS2njntjCSPVlUZykixjHgMWsoqUuetcoZxMIwF/+YuIPfzDT0TGSwKpUEaxJYSyJIcoXermu0E5mfoCICG6HDENcBGtyCOWH813CIXDa5OhNYTqbVbzwqBm1OoJaPb437TwegWuuGRkR/+IXz+w4UV4e4OhRDU8/bWTGjNOza+rrVVx11cjz3u2WsXFjO088YeLRR808/riJhx6aHEsQ8vNzaGvvJBicHIn42ciVaiKhAJGgH5niLE+sCSAltpKYYRuwcXLfCWYsqUAfp6fxWAPD/WPXSuc9Sq2K4FkqZMoUcnLmFjP92vkMdfRz9NXd+N1XZnEMieRKEvD4aTvaSNvRxsvaf7C1l82PvIolPYGsinwypuVSuLiccDDMQGsP7ceaaD/edMEEWTI+IuEIu/6xkdk3LWHF/dcx0NpLf0s3/S09DLb2xlxth0slCKCQ+8atSv8Hed1yzNYro4BiKKBmoKuIUFBNUmYVCSkKktKzqdy9F4iN5P7wYTXf+M9EDh9Ss2C1m+vutZFbEsBkPX9f2PORK0BniPDM7y3s3mAkOyfAs892YzSO75Ps2WeNABQX+/nxj8+cKVdcPHLd9re/xbFp0+lRzfXr9ZSWBjh6tIVHHjGTnh7iF78Y4NOftk+aYl5WixmL2cTBg7GxFO9yJc5YTu+Rd+g/tp2kWatBFJGrtRMag5TYSmLKiT3HCfgClM4tI396AfZBO601LfS29TDcNzyqC5CMGXnkLyrHmplEwOunv7ELlU5NKBACUSQhNxWlRkXjnpMcX79PugiVSCSXZLhzgOHOAY6+uQ9jopnkgjSSCzOYe9sySlZWcPztSrqlAnRR4Ryws+3xN8mckUdacRZ580ooXTGT4c4BDr66E0efLdohjorDk0XFqvEf6QkGweNWoE6Z3AVuLobbEc/RbXcjinLEiICtL59V32/F5XRjt8uB0SVNDQ1KNm/WUVenor5eydCwHK9HwOOVEQxCvDVMcnKYpKQweXlB5s3zMW+e74xerr/6lYX//u94ktKCPPirXvJKxqYQXjAIj/w4gZYaNf/3f3184hMO5PIxOfR5FRYGyMwK8vTT3afOt3Gjjg0bdNxwgxuAzk4ldruMn/+8n29/O5Gf/CSeu+92kJUV4uc/Pz06O1mmIAOkpiYRDIXo6p7ctVwUWgMps6+ip/Jteg9tAqDg5i9hSMubuBgm7EyjJIoCR2wPoJR5mWb6J8nT87AWpCHI5bTuOIa7d+xH9iTRUXe4lvqjdaRkpZBdkkPZ/HJmLKkgGAgy0DVAf2cfwyfbsHUNXnCan0KtJD47mbz5paSUZNF5opnKfdvQxukQ5DKMiWYUSgUyhZyG3SfoONaEawquwZJIJBPL2W/D2W+jYU8VphQr09bOYf4dK9j8yCu4Bs9de0AyvtqPNdF+bKToUXxWErOuX8Sqz9zIxt+/hMfminJ0l0cUwe/XYU4Y/8+uruaRnqY67dSvO9FRN59IWMG//aiP1gYlSWlycvKz2LvtwKhastTUKPne9xLYtEmPUiWSnB4kKT1EfHYAlUZEpRaRy0RcDjmOYRnH65Rs2KTjl78cqTJbUBCgrCyAQiHy4osjI5x9XUr+/N8JZOYFySoIkJYdZPp8LyrNpd+g7+tS8OT/WmmrV/Hii10sWTJxM9eWLPFx9EjrqZHmxkYlH/1oGgD/+Z9Dp7YLhQQ+/Wk7Dz1kxW6XM39+FtXVLWgu4/HGgsSEeAYGhib97BExEiYup4zh+kP47SNVtEN+94TGMGkS20bXtfR6Z5KYGmTRfwRImpaLd8gxMn10RQV1b+yl/2QL9o6+CZuOIxk/YkSku6Wb7pZuZDIZlmQLielJJKYnUTq3DOWSCgB8Tg9euxuP3YXX7kYQBFQ6NUqtGo1RhynZgiCT4R52svepjdJoiUQimXD2niH2/usd1nzhZlZ99gaaD9Yx3DlAX2OX1Gooigbb+tjy2Btc//U7yZqRR832yTkNMBJREonI0RvHf9plY5UamSxEnL5n3M8VTba+LPo7yimd7aG4wkfVIQ35a0RefOI4fX1eNDotSrX3ko7p8Qj86lcWHn7YQnxyiHsfHGTOMjdK1YX3FUXo71bQVK2muUZFTYuSnvYz1zDaBxXYBxWcODAy9bNioYfPf//i15c2VavY8oqRw7t0pGeEeOmlLhYvnvjlWO8ltaIIt902ktRmZQVJTIycsY1CAevXd7J4cRY2m5yMjDx6exsnZGR5rCUmxtPQ2BLtMEYlEg7R8Mrv8fS2IlOqSZ5zNZai2WjMSRMax6UltpEIo516cTn6/WU0OK8DRO57cABtQiJ7/+95eo82otComP7xtZTctJjyO1YQcHlxdg/iG3biHXbhsznxDbvwDjvxDtrxDp1l+owpbsIf00TQtNmiHcKYcbcM4aaRFkZaCWkrcjAlmNDF6dEZdeiMepJSrEQiIgGfn4A3wGDfMA3HGuhr78Nle/fvbp7Yuf6XQ+GaPNNnLpV9eny0QxgXhuaJvSM5kcKaSXiVcJEiCtmEnSsEbPzn25QvnkFmRR5FS6Zh6x9m8z82EB7jAlMR1cQ9rokWMo59QZLmulaKls2gc3iYgZ7oFZpRDV7eutVIZOQ1qlSN/139I3s0mOM6kMku/jlry5187yHtNdNJy/Hz7z8ZQBBg4Ro3j/zYSmfzdacKZ2Xe8Bprv/7qRR3P3p5Lx941BD0Grr3TzjUfcVxUQvseQYCktBBJaSEWrvnw503AJ2AflmMblGMflNPdpmTeqov7XOrrVPD8Y2aO79OhNdtInbsVa/FxvvlOGN65+BjHmqsli7a2AgAUS55n2U97kGs+T9in5e4/7ESXMjJtt+zLcqp//0XCYQVzPnscY27LhQ+eGlvvkRqNmiGFF9co49rxvRvHKKJLE4lEWLDgWjy9rXz3u9/lwQcfxGw2j9nxHQ4Hpr9856K2nRQjtr6wGYCl61zklQV5/BeZuA+lkqVrJOQLcPjxNzn697ex5KWRUJKFPsmMxmwgLjMJrcWIQnP63cNnczJQ20HD+n3Y2yb3XPYrlRgRGe4dYrh36MIbSyQSSYwI+oMc2XKQI1sOYk40s/rjVzNjxSwOb66MdmhXtEO7DmOyxLH65pXUHKnl5MGqMb/ZMBUMD8ipP6GhNO94tEMZV6IIvp50ZiwOnBo9zCoI8l+/6yfgF+hqVfKrryfh7siA5PoLHq/v5Cza966iZKaXu/6th6T0sW8TpNKIJKaGSEy9+GOHw7DjTQMv/MWEQuMmd+UbWPJqTz3mUJSLYw0dnQFA2trN6NJGZgjo0rpxNuUR8Z9uNyVThin799/jbMpFnzX5ZuXJBAGZTEYoMjnfcwKBACtX3kJDQzOf+tSn+MlPfhLVeCZFYpuu3Y8nnEDl5sWsuVXBuo85+dWedWTpdp7aJhIKM1jXzmBd+4f2V2hVaC1G9EkWrAXpxBdlIshj626NRCKRSK4ctn4bDYfryCrNkRLbKIuEI2x9Yzuls0oom1VKWnYqW17dht83OSr/iu8mIJdbAfdibXrRiFIRINlaPb4nipKQW8fAwVkMHJwPgFrroOGkGr0xjD4uMjLVWwSfR0ChFJFrLjxNd7i5kPa9q1h7u4PbHrCN+9/oYgQDsHeTgbeeMzDUqyKx9Ajp87YjV8ZWX97kpbuIK67DXFJ36mfp175F/55FaFPOnAovyCPEFV5eVftoi9MaAPAFJt+ylMHBIRYsWMfg4BD33HMPjz32WLRDmhyJrUwIUWx8lbRgJU/+v6/zjV/1Mu8qOcH9WpSyC69xCHkDOL2DOLsG6TnSMAERSyQSiURyfsN9w5TML0OpVhL0T90lCJNBOBTmxIGTtDd2sPqmlcxZNovdG/dGO6yL8t604IB//LKm4QE529/Qk5m8C4Vi8l2AX4i9tpD2N28442ebXohj0wtnX6qmS+rHOuMYnGWQLRJS4LVZadtxDZ6hREpne2IiqbUPydi9wcCWV/U47QosOXWU3rwfXUJ/dAM7B3X8MOr4MwvDKrR+UldvjU5A46QwOYNAKEjH8OTrr/3ww48xODgye7Kvr4+HHnqIu+66i+zs7KjFNCkS2/cYlV3YO55l+xvXM2+lm+P1yWBviXZYEolEIpFcMnu/DYCE9ES6m7qiG4wEAPuQndpjdUybV052QRatDbE/tVEhD6BU+rENjM9aVlGEp39nRiHzkpW6b1zOEU2RoOJUUqtL7yB58W6UcQ5k8jAhn4bwe/+8WgR5GJVlGG1y70ii+m6Bc5/NwmBDKc6OAtyDCWcc//q7HFFLakURGk6q2fa6gcO7tAhCBEt+FVlrK9GYbNEJSnKKRqmiLD2Xxr5OwqOotB0t3/3u1+js7GHDhq289dZbvPXWW3z7299m2rRpbNu2DavVOuExTarEVqnXkCnbR99mD8t/sw7PvASaNrVEOyyJ5LJFIjK8Xgs63RCCIJXzlkiuJI5BO0M9QxTNKZES2xhSc6SWOEsci69eRG5JDkf2HMM2aIt2WOel1QzTUBXH1Yx9f9ktrxo4vl/PjOJnUSomx/TsSzFcVfbuVxFyP/LcGUmoQu85536iOFIUqu/kbByd2Wj1IabP91NcMYg1KYRcAYiQXz7xI9w+j8C+LXq2vqanp02N1mwjbe5+4gurUKin3t9wMhKAq6ctQCYT2NdYFe1wLotCoeDRR38DQCgUYtu2PTz88KNs27aHa6+9lv379098TBN+xstgyU+n7I4VJBRn4neOvMn4bC66DtaOy/m8QTN2XyaJ+mrksthacyCZOgIBLYcO3YfXYyIpuYby8pejHZJEIplg1ftOsuTmZaTmpdPd1BntcCSMVPjcu3kfHU0dVCycwTV3XEXljoM0VjVFO7Rzykzex/F9N7PvHR0LVp87GbtUdcfVPP+ohazUPSRZ6y68wyTkqC4HIK6o/qJHVr29SfRsW4W7M42sQh+3fX2A2cs8KMe+aPclaWtQsu11Iwe2agkFBczZjRSuO4IxtX3Uo8ZGjY6lRRVkWpJw+Nzsb6qiY6iPQFi6Tr4cOYlpZMYn8crB7bj9l9Y6KhYpFArWrFnGmjXLuP32B3jnnR384x//4BOf+MSHth0YGOCPf/wjiYmJ3H///ahUl1Ai/EJxjNmRxknOyplM//ha7G29HH5iPYZkC2IkQuuOY/iGx/7O5LA3i8rOzxCOKDFoBpib9ic0irE/j0TicKTh9ZhYsNrNvndKKC5WolBI6+wkkitJZ307nQ0dLL5pKTte3EqfVK0/ZnQ0d9LZ2sWcZbOZv3IefV39OG2xeT2QknCcIUcOf/1VBSp1P7OWjP5C2e0UePS/rVjiWinIjmLfl3EkiuDuTgHAPxiPqzULfWY7guz0DKqwT41/yIrS6ERpdOFszaL91ZtJTg/zwE/7KJs98b1e38/tlHFsr5atr+tpq9egNrhInL6H+MIqVHrXmJwjLzGNNWVz8QUDVLbUkJuYyroZi4iIIk6fB7vHRbd9gMOtdZNySm005CWmMeiy0zEcm2ucR+PJJ39HXt58Pv3pT3P77bej0WjO+P2yZcuoqakB4POf/zxvvPEG11133ZicO+YSW2NaPJa8NFRGHZmLpxGXnkDTpkpO/GsLYnj8XyzdzgoMJvjCD3r41TeS6LDPpyB+87ifV3LlCfgNIIhkF/k5sFWDIEgfBhLJlWjPaztZcstylty8nLf/+gYe59iNuElGR4yIHN1zjMLyAqwJlphNbAUByvJeIxA08PITGVQs9CIb5ZLbN/5hxucRmVXxMrIpuFRGFKF351IAZi9109FipOXF21HqPWjTOpBrfPgHkvH0JII40knDMu047rZcCqcF+bcf9l9SL9qxEg5DS42KqkNaTlSqaWtQgyhgymghf+1RTJlNZyTmo5VgNHNV+XxaBrp5p/ogwXCIQ621GDU60i2JWPRGzFoDc7JLKEjK4F/7NjH1ni1jLzshharO5miHMS50Oh0mk5G+vgE2bNjATTfddMbvP/3pT/P1r3/91PfXX389f/zjH/nc5z436nPHTGJryU9j+l1rsOSlARDyB+g/2cKxJ99msK5jwuLwBS1klIRISg8iICIXpl71P0mMEEaaNFQf0hIX14tcPjl7mEkkktGJhCPsfX0X19x3PeVLpnPgralXoGcyU2lGspdAjLfjEATITdtB5cn7qD+hprji8tdS1hxRs+U1A4VZm1GrxmbUL5aIIvRsXcngkVncdI+Na+8cqQLVVq/iwDYdHc2ZOGwCeYVhSj86THZRgLqjGp7783QArr69b0KT2oEeOdWHtJw8qKbmiAa/V45S48OQ2kL20lbi0lvHbHT2g+bnlmH3uthUdeCM0Vinz0NNd+up7xfklTE9I19Kai+SVqXG4XVHO4xxo1aP9Bq+7777eO2111iyZMmp3z344IPccMMNNDU1nRqp/fznP09paSnLly8f1XnHJbFV6jUY0xKwNXcTeV+Tc32ShczF5VgL0gkHQtjb+/AOObDmp5O5uBxbSw/7f/civceazthvIslkAYIBkcO7dASDMlKNR6MSh2Tqs1haEUWB4/u1ZGcfinY4EokkioL+IH1tvVhT4qMdiuQDklITEUWRwd6haIdyQSZjBzqtncpt+stObDublTz2s3isptYpWQVZFKFr01qGT0wnr8zLNR85XbU4uyhAdtHZb2Bk5AZBENm1QU9O8fgWYBJFaG9UcnC7nkO71Ax0qxGECIbkHuJLjxCX0YouvndMR2bPJtOaRIY1kcrmmgtOMfYE/CjlChKNZvqdtnGNa7J7b7lzRJy6twH273+LH/7wl/z5z0/y7//+7xw6dOZ1bnFxMcXFxaxbt47169cD8Kc//Sm2EluVUUvxjYvJWjYDhVpFyBdgqKETv9ODMTUec04KQY+f/uoW5EoFOSsqUBl0OLsGqHphO41v70eMRPePrJK7GeyVc2inFqu+FY3SEdV4JFOXVmsnPf0wQ8N5pKYdi3Y4EokkypqON7C6/CrKl0zn5K7j0Q5HAsjkMkpmltDX1UfAH9sjtjAyaptkPU7ltoXc9ikBrf7ir6nCYdj2mpFX/x6HWjHAtIIXpmS1/uET0xg+MZ17vjrIoqsuPGIWicDbz8VROM3P6ptdrL55/Eawu1qVVG7TcWCbhoFuNUqtF1NWLfllzRjT2pGrxvc5mJaYREluLhaTCZ1Wg1qpomOoj6quC0+ZrepqpjQth9vnruJAczWHW2tPJW4yQSA7PgWtSk1VV8u4PobJQBBGprZHxMmzBM3j8aDT6S56e41Gw0MPfY8NG7ZSXV19zu0eeeQRcnJyANizZ89owxy7xFamkLPgy3dgSLbQsH4/fSeaSCjJwpKfjsZswN03TN0be0ZGY4OhM/aL1ujs2STo6mnrWsJgH5QlHY52OJIprqj47WiHIJFIYsRARz81B6ooml0iJbYxQKVRserGlRhNBvZu3hvtcC5aRvJB2roXsfllIzd84sI3531egX2b9Wx+SU9/t4qM5IMUZG1BMQVb+wRsJnq3r2Tx1c6LSmoBao+qefVvZkzxQR56snvMY/J5BHZtMLBjvY7edjUKdQBTVh2F19RiTGsb91FZALlMxlWLF5ORnMKQ3U5nby8OfAy5HbQO9lzUMcKRCC9UbmFuTinzc0uZlV3EkMtORBSJN5jQnEqSW8b3wUwCsnenCEyWEdtnnnmJL3zhP0lIsFJdvYvm5jZqaxu44YarL7jvunVr+MMfniAhIYF7772Xj33sYyiVSh599FE2bNhAQ0PDqW07O0ffGWDMEtvpn1iLKSuJnT//B7aWkRfBcNOF3wBiKakFSNTXMDvtSSKijGTDiWiHI5FIJJIrSF9rLyXzytCb9LjtU3f91WQwf8Vc9AYdG17YFPN9bN9Po3aSlbKXN/65GLVGZNk6Fxrdhy+gB3vlbH3NyM71Ovw+GYnWWuZP30Wc4eISmclo+GQ54YCS1voILz1uZsm1LpLSzt+uZrh/5FLZmjS2bW1sA3K2vGZg2xt6Aj4Z5uw68q+qIS69FdkE19xYvWAhKfEJbNi9i7bukWt3v/nS+wOFIxH2NZ2kvrednIQUrHoTggCdw/009nUy5JZmQQLo1SNVgv3B2J8FAlBaWgTAwMAQ06evoKenD4C9e9dTXFxwxrYej4fPfOZBDh8+zq9//SN+8pNvIQjw2GP/4De/+Q2/+c1vTm2rUqmYP382d911G7/5zSN0dIy+n/uYJLZp80rIWTGTw4+/eSqpnawEAW77diHDbX2cfGVy3EmRjK1gUE1/XwkDg0V43MloNMMUl7yOVmuPdmgSiWSqe+9O/gR0AZCcmyHOQGZ+Jns375tUSe178rO2EBHlvPiXBax/Oo7l17swmCIIAtiH5DScUNJSp0Gh8JOWuJ/MlEo06qmfdMTPOgyCiMtmZsubOWx+JYVFa93MX+khv9yPTPbhfeau8JCcHiQzf2za8QWD8NYzJt561ohMHiK++DBJ5YfHrfjThWSnpZGdlnZGUjtaQ26HlMSeR4LRDMCAa3JcVz788GOnvn4vqVWrVR9Kah977Cm++92f43932cYf//hX1q1bw09/+h2+9rUv8uMf/4pXXnkLh8OJWq0iGAyxf/8h9u8fWX+r1Z7ZFuhyjEliW3DNPPpONNO2cwpMnRLAlJFIz4mWaEciiYKamuvp7pqOIIgUlPuYWxZg0wvptLYsoqT0rWiHJ5FIpjiVWglAMCD1tI4Wg8nA8nVL8Xv9tDW2RzucyyIIUJSziZSEE7R0LmX76+kEg1pEUUCt9mDQtFCS10BKfBVy+ZXzXFPovCQvHlnHFwkqGKicy4Hd09i5PhlTfIBb7nOyYLWbYEDg8C4tRTP8WBLC5JePzchaU7WKv/+vhb4uBSkz9pM8vXLc181eSHJ8PA63a8ySWsmFxRtMuP1evIHYn+4fiUR44YXXSUpKorS0lG3btgHw6U9/4tQ2tbUNfPzjn6OpqQ29Xs8TT/yVBx54gJ6efg4fPs6f/vQ3nn/+dcLhkZkIKpWKuDgTGRkZFBcXU1ZWRlxcHPPnzx91vKNObOMyE7HkpbHv4RdHHUwsSJ2Wi0KtxN45EO1QJFHgdo1UJP3Z37swx4exD8l4+1kTGo1051EikYw/++DIHfzlt69i96s78Ll9UY7oyhFniaN4RhE5xdl4nB42vbyZcIwtl7pUcYYeZhQ/H+0wYpJMGSJp0V4SF+7F05XG0NEK/vbrEt582gAI9HeN9PNRqiN8+af9FJRfOAmJRMDlkOGyy1EoRdSaCOGwQH+Xgl1vGziwTYchsZfSm99Gax0c50d4ceIMBoLBsZ1mLTk/s87AsDs2e2J/UEfHyA2Pvr4++vr6Tv18y5ZdzJy5iv7+QTweL4IgcPfdd/P444+jUCj4+Mc/Tl1dI6tX3wZASkoKDz/8MDfccAMazehHZs9l1ImtMTUBgIGatlEHEw2CXEZcegKJxRkklWYTn5dK19FG+utHv4BZMvnodIPEp1kwx49czKi1IgZTkIHBYhKTatHrT38QOR3JKFUeNJrJ8eYkkUhin73fxvEdR5i+bCZzrprP7ld3RL1bwFSl0WowxZtIyUgmJSMZa5IVr9tL1cFq6o7XS6PmVwhBAH16F7q0LiIhBf2NZ06vDPplPPbzeD7x5SHK5/pOTVcWRejtUFB7TENTlZrGagVDfSrEyNnXpmriHGQufIfEkmMTUhDqXJKs8WQkJ2PU6zEbjSRarWzdvz9q8VyJBEGYNIWjqqpqP/QzQRCoqqpDoVCQn59PRkYGDz/8MKWlpae2mTdvLk1Nzdx222184xvfoLCwcELivaTEVq5RwgdmTATcXgCUOjUhb+wPqZuykokvzsSUlYQpMwljWgIyhZxQIMhAfSfHX9xB297qkXcsyRVHo7HT26EgHAa5HDRakX//yQB//u94Duz/FDqdg5TUQ+j1/Rw7eieCECE7ZxdmczuBgI6A30h8QgM63XC0H4pEIpmkqvdVIVcoKFs0jZyyXJpPNEU7pClBqVZSUlFMRm4Ghjg9CuXIJZDX46W3o5fqIzV0NHUSuUC/TsnU5B+y4vxAUvse+5CCP/wwifRcHytucOMYlrNrg47hPhWCLII+vh9tYheZeYModW4UGi9iREY4qEQQRFR6FxrzYFQT2pSEBBZWVJBgtuALBLA5HDjdbg7XVEvTkCdYOBJGKddGO4wLCgQCfOc7/w2ATqfD4/Gg1+v5yle+QldXFw8//DAGg+FD+91+++0cOFAJwGOPPYbT6eTpp58+6zlCoRAvvvgiH/3oR8ck5ktKbPPWzqH5zTMb7GrMBsSISDgQ29MYBLmM0luXUXjdQsKBII6Ofoabe2jdfhT7oAtbe3/MVWiWTLyExHpaWpay7XXDqV51WQVBfvDnHvZu0nN4p47aoysoKX0dgBkLfRzds+yMY9hsWUyf8cKExy6RSKaO+sN1lC2aFu0wpoz45HhW3rAcmUxGS30rTdVNuJxunDYHjmFp1o0ENPFDFN7/OL7eZAR5GG1yL0qjCzEiEPZp8A9Z6d+7iH/+LgOZIoypuJqCmfUYUjqQK2P7Gtio13PDipV4fD7e2L6Nnv5+pOGb6Bl0OchNTItqDJ2d3Rw5cpLa2nqcThdJSQkkJiZQX9/E3r2V1NY2MjAwSDgc4Qtf+AJ/+MMfLnjMr3zlK/z2t7899b1er8Pt9vDMM8/wyCOPYDabP7TP9773PR566CH27t17RsXky3VJiW3BtfPBD63bjxEJhpCrFOSumsVgfTsBp2fUwYwXpV7Dgi/fjiUvjZPPbqFxw4Ezp3bFGaMXnCSmGI29ZGRU8vyf52CODzN76bszEpSwbJ2bafN8fOeedLxeM3CqgOkZEhLrJjBiiUQyFYWDIYL+IBUrZ9PT0o3X5Y12SJNa6cxivG4v77yyFZ9XWrcsOTu12Y7afGalWkEmotB5Ueg60d/xPJGgAkEeRpCJqB2TIz1MSRhZNrj/+DG6+/ujHI3E7nGhUijRqdR4RlFAKuAYwj/QgyY5A0GQcfjwcdxuNy6XB4/Hw9CQjRdeeJ1jx6qJizOQnJxIV1cPQ0O2U4WczkYQBCwWC3PmzOW+++7jC1/4wkXF09jYeMb3kYhIfn4+S5YsIS4u7tTPjx07xtq1a7Hb7QQCI1OBf//73/PQQw+hUqku43/itEtKbDv2VjP9rrUUXb+I1u1HSZqWizEtgT3/++yoghhvqbOLiC/MYPt/P8lw4+h7JEmmtoLCzQSDOh79eSn3fHWIRWtP95K0JIQpmemhvX46AEd26wCYN+9xVGoXghBBqZQumiQSyeiEgiFqDlQxfWkFWoNOSmxHKTEtkYaTjVJSKxk1WYyPzp5NnH5kuqh6lEmDZIx4nDgdQ9j7e1CaLJe8eyQUwnZyPz3bXyXyvl64q//44W0FQSAzMxOn08nJk7WYzWbmzJnD7NmzmTFjBtOnTyc+Pp7Ozk66urrIy8tj8eLFyM7W++oCXn/9dV544QW0Wi2rV68+Z5Gohx9+mP4P3GAJBALs2LGDNWvWXPJ53++SEtvjT22kbdNRim5YTMG6Bdjb+tj962cZbozxQkvvrpcdbpLWEEguTBBESsteRSYL8s+Hp1M224vJenrN1W2fsvOLryYjyETu/8Ygb/3LwLFjH2NGxdMYDNKdUIlEMjZC7y7xUWmli9HRsg85SM9Oo+ZoLUG/VBRKcmU5WluDRq1mUcVM4gwG9hw5Eu2QrmjHa4/y6k8+A0DxZ76P8t2+tucTdNmxVR/E1VqHp7MJMRzCMn0h8bNX4B/qRRAEPjUnB71ej06nQ6fTYTAYuOaaazAYDAQCATwez1mnAwNnFH4ajdtvv/2C2zz66KN87Wtf47nnnmPr1q3YbDZWrFjBihUrRn1+QRQvXCXJ4XBgMplYm/RpFLLJ9wGbsbCMOZ+9kdc+92siZytpPlWnIsvOXplvKvCnmcb9HKGQmj27v8R1n3Cz7s4z2/3Yh0buZJmsEVx2Gf/3nQR6O6Gi4p8YjX1nO9xFk3sn393gi+XOjP1iCZfD0Oy+8EaTVNCijnYI40YIxfY0QrlCzppPXIPL5mT3Kzsuer+I6tLvtE8WouLyPtesiRZW3rgCh83Jphc3j3FUY0M1GPsFOC9Hz0J9tEMYN5NlKvJ7inNyWTZnDruPHKbqA9NGP8hvnrrXkNFeYCyKInV/+SlBxzBJS64jacHas24XCYdwNlVhO7EfZ0s1glyBIbMQfWYBhuwiNB9Yp3v811/90DFef/117r33XoaGhkaqMU/C4njv5aF2u/2MKc1nMyU//QS5DGN6AnLVSKN7dZyekD8gFYeSXBKFwo/V2sjhHR+eSmGyRjBZI4gi7NqgJz03jMEk5+jRjzM0lDPxwUokkiknHArT1dBBfFpCtEOZ9Ib6h9mxfieJKQlkFWRGOxyJJCpqW5qpamxk3rTp6LVT80bzZCAIAuayeQCE3I4P/d430EP3tleo/fOPaX/tr4S8LtLW3E7J535I9q2fJmHuyg8ltR/U3NzMrFmzuPHGGxkaGgLglltu4Te/+Q0/+tGPCIVCvPDCC8ydO5fs7Gy6uqbGUs1R97GdSMkV+ZTdvgJX7xAtW46gTzKTNq8EtVFH0OvH3tqLKIokT8/DkGIl5A9y+PE3SSjNxtk5ILXwkVyypOSTnDhewqGd2lOFpN4vEoFX/2YiEpExe6kbh03G0SMfIyGxnpKS11Eqp+YdeIlEMjHcdhdavRZBELiICVaS8+jvHsBpdxKfFE9bQ3u0w5FIouLAieOU5edTmpdH5cmT0Q7niiVXv3tj4X3v6/6hXro2v4C7vQG5Vo+5dC6WafPRJKSe8ziiKCJGwoS9bp566ikaGhp466232Ldv3xnbKZVKXnrpJV566SUAfvjDH57x+9bWVtLSolupeSxMqsR25n3X4hlwYMpKZvHX70SMROg93sRATSsqg47EsmzEiIi9vY9j/9hE9vIZzPvCzQAceOSVKEcvmYwSEupJSqrhLw8VEf76EPNWetj3jo7E1BB5pQHkcrAmBxnoVnN8v4Zf/LOLA1v1/PN3hbTrFpCXvz3aD0EikUxiAd9IYRClRkVgEvSKj2VanQa9QY/L4Yp2KBJJ1ARDITxeLzNLSnG63dS2tEQ7pCtS0GUDQJeWgyiKDB3dRc+2V1AaLaSuug19Rh7e3g7stYfxDXSjNJgJeRw4Gk7g6+sk5HESCYUQw8FTyfHdfz73+dRqFUlJCQwODuHznf4s+dznPsevfvWrs/ajnYxiNrH1h+MIi0p0isH3/VRgqKGTque3oos3EfT6z9tmqL+qmZYthwn5g9iapcJRkksnCFBa9gq1tdfxxC+nMdwv56UnLMSZg/zsyW7kclh+nYcX/6ImGJDz7J8sHNyuRRAiGIy90Q5fIpFMcgH/SGKrUkuJ7WgVzSgkEonQUtca7VCmPLlSgcFqRKFSoow3IIoReu1DBM/TYkQycV7ftpXlc+exbM5c2np68PqkauETSRRFBg9uA0CbkkXXxmcZPrEPXXou3v4uure8+O6WAgq98Yzpyur4ZAzZRSj0ccgUSgSFAkGuQK7V851rSykpKeCzn32QurrTa6j1eh1erw+Xy41KpWTdunX87Gc/Y+bMmRP4qCdGTCW2gYiOVvdqzKomDg7/GxqFjaXWH6FUC5TctACNSY+rZxAxHMHdN3zhA4owUNM2/oFLpjSZTKS4+E08niReeiIZAIdNSUuNivzyAGtvc9LdpmTPRgP739GQkbmX9PRDqNVTt6CQRCKZGJHwSKEPmXxKlsSYMOZ4EyUVJVQdqiYYkKoijweNQUtKQTqpxZkk56YiV555iRmOROi1D9I60ENVZwu+97UpkUwsh9tNV18fVpPpVB9RycSxnTxw6uvm5/4wkrgKAp7OZvRZRSTOW40gl6OyJKLUxxHyugh73cjUWhQ6I4Jw9sJed955Izabg5UrF9PQ0HyqUFQwGKSgoICvfvWrfOYzn7msVj6TRUwltu2epTji1lK21k2hcQi9MYI+7tuoVCFyCn1Uv7id1u1Hox2m5Aokk4mUlb1IR8dckpJqOH7so2x700B++RD2QTlK1cg0kNKyV0lMrItytBKJZKpQqkeKIIZDU7da+ngTZAILVs3HYXNy8mBVtMOZlFQ6NaZEMwqVEoVaiUKlQKlWYbAaMSaYMCaYUOs0IyNR7X2c3HqEwfY+gv4g3dOUKOUK0i2JZFiTmJtXyty8Uqo7WznSWofTd+6Zd5LxEW82M6OoiLrWFsKTsEruZBb2eejc8Myp70MuO3KtnviZS4mEQ1inL0Jlsp6xj0JrQKE9+1ThsM+Dq7UOZ0sNaY98B++7vbrlcjnLly/nv//7v1m6dOn4PaAYE1OJrS67hM/8Vw/hsIDTJsftlOF2yqmqklP392cI9Md4v1zJlKbV2iksHGkTkZ+/iQNbrsfrklN1UI0gRCgo2CwltRKJZEwlZiQB4HV9uHid5MLkcjkL1y7AnGBm44ubJ2Wri2gRBIHkgjRyZhaQWph5xqwBURQJ+YO4bS4cA3Z6m7pwDtgZaO3D7zlzWqvLN9LuZ9jt5ERHExqliumZ+UzPzKc0LZtddcc42dk8oY9tKhEEAZVSif8iR161Gg1XL1rMkMPBvmPHxjk6yfv5BnvpePOpU98r46ykX30n+ox8hIscRRVFEV9/F87malwt1Xi6WkGMoI5PIScrm5KSEu6//35uvPHGKT0yey4xldjedJ+T/laBl/+7FouqHo3MTlDUYlR0EhCkDyNJ7EhJPUF3z2yqDiaSlb2LzMxKFApp/ZtEIhlbvS09lC4oJ6Moi7bqlmiHM6lYk6zMXjITS4KFnW/tYqhvKNohTRr5c4spXjodrVGHrWeIYxsr6W3qIugLEAqECAcvfwaBLxjgQFM1R1rrWVI0nZVls8lNSmNH7VHsHqmw18VItFrJTk0jOT6eRIsFhUJB39AQ2yoPYHc6z7mfXCbjqkWLAdi0Z7c0WjtBIqEQnRufxV5diUylAbkCfXoepqIKHHUjM1ENWYVn7BPyuPANdOHr78Y30EXY50Gu0uJqqyPkdiBTqtFnFZK25jYMOaWo4ixn7WN7pYmpxFat9GO0uClOeIeQT5rzL4ldgiAya9bfAAFBkFpwSCSS8dHX3ktrVTNzr56Pc8jOcO9F1Je4wlmTrCxcswCTJQ630807r25lsHfwwjtKEGQyZl23gNxZhTQfrqexshZ7z/jcEAiGQ2ytPkxzfzcrSmfx8cVXU9vdSmNvJ922AQLS9PsPiTebWTV/AWajEY/PR8/AAJVVJ/H5/cwuK2PxzJms37HjrPuqlEquWrQYa1wcr23bikcqGDVh2t/4O87GEwBEAu9OFVap6dr0HABDx3ZjrVhCJOAn6HHgH+gm5B65QSEolGjiUxAUSkIuB6aS2RhzS9Gl5yKTx1QaFxNi6n/kyF/fYvn37mHJN+/iwB9ewdNvi3ZIEsk5jazdl5JaiUQyvio37MdojWPhDUt564nXESPS+865qDQqlq9bisftZcurW+nt7JP6/14klU7NwjtWYk1P4MDLO2k73jQh520d6OEfu96mPD2XmTlFlKbl4An4eH7fFmn97QdUFBVjNhp5c8d2uvv6zrgC8QcCXLNkKavmz2fnoUME33djwKDTcfXiJeg0Gt7csZ1Bm23CY79Sefs7TyW1ADK1lkgwgLOl9oztPF3NyJRq5Fo9lmkL0SSmoUlMRWVKuOhpypIYS2xdPUPsfOifzPviLaz8wb1U/uk1+ibojVUikUgkklgUDoU58PY+rrn3OnKn5dF0rPHCO12hTFYTWr2W7W/uYKhfGt2+WCkF6cxctwC5Qs72v7/NUOfAhJ4/HIlwrL2RY+2NmHQGPrnkGvKT0znSWj+hccS61u4u8jIzCYXCH7qt3t7Tw6a9e1g5dx4Z61Kobmqiqb2NvMwsphUU4PX7eW3b1vNOVZaMPV/f6fpA+pwS0tfegUytQaZUExjsRWEwodDqoxjh1BJTiS2Ao72PbT/+K7M/fQPzv3Qru/7naYabuqIdlkQikUgkUWPvt9FR107ejAIpsT0Pz7u97dUadZQjiW0ag5bkvDQ0Ri3xGYmkFmXS19RN5Wu78Tqi26rO7nHhDfgpSM6gsbdTGrV9n8b2dhZVzCQjOZm+oQ9Pr2/p7OTZwUGmFRRSlp9PZkoKJoOB4/X1HKurPWMUVzIxDFlFIJNBJIKno4nWlx7FP9xP4rw1JC9ZF+3wppyYS2wBQt4AlY+8worv30vh9QvZ//CLF95JIokxAwP51NZcj9HYS07uNuLieqIdkuRdZnMc02eUsnfPQYKjKIIikUyk3tZuZq2ei0KlIBSQnrcfpNKoWHXTSiLhCA67NCp1NnqzgdIVFWRNywVBwO/xEfQF2Pv8Vjqr26Id3ik7ao9y9fT53LNsHW8c2U1Lf3e0Q4oZHp8XtUp5nt/72H/iOEdqa9BrNHj9fnxSr9qoURrNFN33bXwD3QRsAwTsgyj0cQwe2UHS4msQBGma8ViKycQWIBIK4+weJG1OEfpkC26pYIZkkomElQQCOmz2HE4cT2b+gj+iUEgfLrFAJpORm5dF1ck6Bgel9xbJ5NDd3MWMcJj56xZxeHOl1ALoA3KLctAZtGx8aTPuKI86xhpBEChcVEbZipkEvH6Obqik/UQzAW9sVvPvHOrH4/ehU2uiHUpMUSoUxOkNNLS1X3DbQDBIIBicgKgkF6Iyx6Myx5/63tlURevLjxF0DKMyxZ9nT8mliunbBL1HGxBkMlR66Y1NMvkYjSMjtHd+YYiIqKa+bi1SDZPY4HCMjOaYTMYoRyKRXDyPw8O+N/eQkpPKDZ+7hfLF06MdUkzJLcmhq6VLauvzAcZEEyvvX8e0VbNo3F/D2797icYDNTGb1AJ4Aj6e2P4Gv9/4gjRa+z65GRnI5XIa2mNndF1y6YJuByCg0BmiHcqUE9OJbcrMQgIuL8NNsf+m5g2aONR1D1uav0fD4OpohyOJMlGExqZVKBQRAj4ZwYCcnp4ZuJzJ0Q5NAqhUSvz+AAaj9KEimVy6Gjp47ZGXqN57kvLF08koyox2SDFBo9NgSbDQ2nDhkawric6kZ/WnrkehUrDlibc4vvkg4VA42mFJLlNhVjadfX14vNJsjcnMUXcUbWoWMqVUC2CsxXRi6+oZRGXQkrNyZrRDOa+IKKOy67P4VYVMWwgNg1fjD0kXzFeySETB4GA+oZCM5x+1EGfqoaBwEwZjb7RDuyLJ5TKSUxKpmFnGuutXc9sd1+N0uqirlYrwSCafYCDIiV3H6GvvJXd6frTDiQlyuRyAgC92RyGjoXBhOeFgiHf+8ibDXRNb6VgythItFlITE6ltlrqFTGYhrxtXax2W8vnRDmVKitk1tgDVL+7AmJZA/jXzadl2JGZbhoqiDH/ISNmMADfebePgDj0OfxqJirpohyaJErk8hNHQh92eRnb2bvLyt0c7pCuCIAjk5GaSkZlKclIiao0KQRCQvdsDzu8P0N3dS21NI+1tHQSD0siFZPLqauhk+rIK4uJNOAbt0Q4nJkj9Hs9kTrHS29hFWCqSN+nNLCnF5nTQ0tl54Y0lMcvT0QiIGHKKox3KlBTTiS1A06aDLPnPu4jLSMLR3hftcM5KLgtRYH2bA1tvYNFaN3HmAIOeQhL1UmJ7JbNYmpHLg2Rm7Y92KFcEi8XEsuULMFtM9PcP0tTUitvtQRRFIuEIA4PD2Iali3/J1NF0rIGcaXksvXUFO1/adkUntx6Xh2AwiCXBTE+7VIH+PUFfAIX63BV0JZNDvMlMdloaWw/sj9UxnitCJBREprj815MoithqDyPX6FHFWccwMsl7Yj6xHWroJBwMEV+UEbOJLUC2eTeD3mL+9NM80nPD9DTOoDB+A3KZVJHuSpWbtyPaIUxZMpmASq0i4A8QiYikZ6SyfMVCHA4nb7y2Sap0LLkihIIhdr60jRV3rOLqe9fRfKyRE7uP4w1dedXXRVFkqHeIhGSpwuj7uYYdpEnrsCe9maUl2F0uGtulNeTRIIoRah/9KSGXjfKv/uqyW/R0bXoOR93RMY5O8n6XlNiGxSAKVOMVy1lFQmFszd0kFGfRvPnQhJ77UgiCSEXKU+zv/AJN1amAmrrBqylNfCPaoUkkU4ZGo2b+wlmkp6eiVCoIBAL0dPeTmZVGe1sXO3fsIyQVRpFcQTwON2//9U3yZxZSvng6WaU5VB2soq+jD2uSlYA/QFtdG+IVUJK9r6uf4ooiZHIZkXAk2uHEhN6GLgoXlJFalEl3nZQUTUZmo5Hc9Ay2V1ZeEa/jWCGKEfwDPXh72+nbu4GQywZw2UltOOBn+PheAFSWxLEKU/IBl5TYVjl2MMty7XjFck49RxoouXUZ6jgdfodnws9/sRSyAHPTHuVozycYdOcTCuujHZJEMmVYrCZWr1mKTCbj2NEq7HYH6empJCXFc6jyGCdPSlP/JVemSCRC/aFaWquaKVs0jekLpiNbLCMcDiOXy0lKT+LAOweiHea4a21oY/r8aaRlp9HR1BHtcGJCb1MXw92DpJVIie1kVZKXh9fno6GtNdqhXBFEMcLAgXfo3fnmh35X8oWfXPZx3e0Np742FVZc9nEk53dJiW2vv4lBfwfx6ozxiuesWrcfpfjmJZR/dBWHn1iPGMN3YlVyD3PTHsUdSESrtEU7HIlkStBqNaxZuwyv18c7m3fi9fgA6GiP/VZgEslECfgCHNlyiJOHqtHqtbjsLvKn5VOxpIIT+0/gdU3tFiFOm5P+ngHK55TR2dwpjW69y2NzoTXooh2G5DLIZTIKsrKpbW4mIj2fx50oRmh88tf4Bt69tpDJiK9Ygj4jH31mIXKN9rKP7WqpOfW1Ma90tKFKzuGSxtONcittnhPjFcs5BT1+jj25kfQFZeSsmDnh579UggAGdb+0vlYiGQMymYwVqxaBCO9sOp3USiSSs/N7/dgGbJgTzExfNB2ZTIZGq4l2WBPi0M7DWBLMzF85D0EmRDucmKBQKQkGpOuRySgrNRWNSkVtS3O0Q7lkk/HVN3xs76mktugz32Paf/yK1FW3Elc4Y1RJrRgJ42yuBkCXkY82NXtM4pV82CWN2CZp8mjxHCEshpALE1t3qn33CYpuWIQuwTSh55VIJNGjUilZunwB8fEW3l6/Fa9XSmolkothTjSz6tZVDPYO0niikeH+K6Og2lDfEHs372P+qnnoDFp2vr37ik/q1HoN7mFntMOQXAaTwUggGMThckU7lAtSKZRY9UYyrcnkJaaTYDThDfg50dlEZXMNETF2Z1sCDB3dTdfm5wHI+cgXURktY3bsvr0bCTqGADBkFlz2Ol3JhV1SdpqozqHRXcmgv4MkTc44hXRu4UAQuVS2XiKZ9PR6LVrtyN1PERGZIEOtVqHWqFCr1Wg0agwGPZlZaUQiIu9s2snAwFCUo5ZIJge5Qs6SdUuwD9nZ+vLWK66QUktdKx6Xl2XrlrD21tXsWL8Tl8Md7bCiQiaXEZdoouVwfbRDkVyi5Ph4KkpK6OiJ/fZV83JLmZdbis3jQqdS0zLQzYnORsw6I7Ozi5mekc+A04YI7Kw7ypDbEZU4g04b4YAfjTX5jJ9HggG63nkRAF16HobMgjE7p6utjv69G059n7hg7ZgdW/Jhl5TY6uUmBAR8kSjcORIE9MlW2nefnPhzSySSUTMmmJixeAaZWWloNOpzbhcIBPD7Avh8fo4cPkljQws+n38CI5VIJjd9nB6j2ci2V7ZdcUnte/q6+tj44maWX7eUaz96Dfu2HKC98cornmRNT0AmlzPUORDtUCSXoCw/n3nTpjMwPMzWytgs/CaXyShMzkSv1jI/r4wjbfXUdrcy5HacsR74ZGcTRcmZJJmsZMensKyogteO7JzQNcO+/i5aX/4LQccwglxO2ZceQpDLT/1eUCiRqzWEfR7iCqaPyTkHKrfiG+zGXnvk1M+KP/tDBJn83DtJRu0S5xOLCMiIiBPfTsOYakWhVmJrjf07VxKJ5DSlWkn56tnkzSnC+//Zu+/4OO468f+vme27kla99y7Lsiz3XuM4vZEQQsIBgZC7L3DAwd1x3HHAwVF+kKMf/eghIb3ZsePeLduyLdmyeu91e9+Z3x9KnBh3eaVdyfN8PPSwtDszn/fI2t15z+fzeX9cHpoaWxkZHsPhdMHbH2yyLOP1+c6vS6tQKCbPYXEQCATIm5PHUM8QweDNuQSWbdzGtufeYvG6RazavILmMy2cPHjqpvp9ZM8rwGlxMN4/Gu5QFNcgJiqKNQsXkZqYSH1rK9V1tRH595pqTmBD2UJijVEEpCBtw30caT1DULr4RprF5aD67fmlS/PnsCivjDUl89nTcHLa4h0/e4yAy47KEEXQ7eDsD/+Z7Ps+Rkx+OQCCIKA1J+D2uPC/vazPjRo9dQC/bYyo3FIQROIrl6OJignJsRWXd12JrTUwjEQQsyZ5quK5LHP2xLABa9fQtLetUCgmJ6Msm8rNS1BrNdRuP0bdYDfSJT74FApF6EiSRPWOapbcsoSND21k7yt78bpvzlEPfp+fQ9sPM9gzxMJVVSSmJnJw+yHsltk/59ScEkd2RT4N+2vDHYriKjRqNfNLy5hbWIjD7eb1vXsYGInMXvbyjDzWllQxaBvjL0feYtx17a+lo231FCRnUpaWy4GmWgLS1CTtAbcTv22c4SNvkbxiM+6BbnRxyUgBP0H3xKhTU3reBfuo9BOVw0dP7MWQkk1sadWk25eDQYJeF/HzVpB+y4OTPxHFdbuuxHbU24NG0BGrSbn6xiFmTDTjtTkJ3KQfzgrFTKLRaZh/xzKy5+bR29DF6TercdtdSFmTryqoUCiuXVdTF7YxG2vvXcvqu1az68Vd0zYsOasoiyhzFLIkYxuz0dfRNy3tXklrfSujgyOsvHUFmx/axJ7X9jEyEJmJQygk5aay6N6V2EesNB1WpnBFErVKxeqFC8lKTaOrv49gUCInPR2VSsWpxgZqm5oispcWIC8xnTUlVdT1tHKg6TSTGV91sLmWOytXUJKWzdne0Fd7loNBGn/xNeRgAABbSx0AglqNHAic3y7gdpxPZgHSNjxAyx++ixwM0LPlj/jt4yQuWo8gXF99Z599HOu5GiSvh9jyxSE4I8X1uK7EVmbiQ1FCQnV9KwXdMJ3ZhMd6cxZ/UChmkqj4aFY/ditqnYbql/bTfWbmLVOgUMwGlhEL+17bx8YHN1K2sIyz1VOf4FStqaJkfgketwdRENHqtQz3DXNy/0nGBsNbAM4yamXbc2+x5s7VrLljFTte2oltFlYLjktPYPWjtzDcOcjxVw7etPOsI5FOq2X9kiUkxyfQ2NFOZkoKsgxNHR2caWnG5Yncyv9J0bHcOncJbUO97G86PenjdI4O0G8ZYWXRPEw6A82D3Yw7Q/M6lGWZwQNvnE9qAdRRsQQcFjTRcSDL+CwjqAxRCKoLi9Hq4pLIvvsjdL7yG5BlBve/jq3pNImL1hNTNA9BvHLeI0sS/XteZuz0IZAlzCVVGFKzQ3JeimsnyNewgrnNZsNsNvP888/z4IMP8olPfIjvfOc/pyO+8+q6VDQPityzwI86xPOuH97052ve1uFOYnC8DK8vhpLsN1GJgavvFCaCxxfuEKaMO2v2Lvuktc3spSmWP7gOc0oce/+4DbfNdcFzQd3sLJogq2biin3Xxmee3qXdppMnbnYuuaCzXJjILF1WRXZOJq+9sj2khdjUajV5BdnMrypndGQMrU5LUlICRw/X0NTYBkBaegqLFs8jLj6Ws2caOXHsxobFBnU3/lrTajTcsWkdGo2akjsQcAABAABJREFU17fvjphlxDSu0CSgi5dXkZmTzsvPbuEaLvGm3HDl7HzfBwiYru33a1TpuD9rBWmGeLySn1d7jtDpjOypdZLu3XPTCCo+nLkJvxzgT727CN7g0j1aQc3q+HIqYvLQiRoGveO8PljNiH9y1ZKHfvN7AiNjGCrmYN36FqZFCzCUlyK5PYw99xIxG9cSd/cd55PTk4/de9ljfeITn+e5515l+fLlNDQ0MD4+Tnx8LDt2PE9e3uXXn/35z3/Hv/3bf7N69Wo+97nPcffdd6NWz97Pz+n0Th5qtVqJibnyPOXrSmytVitZWVmIokB7+/GQBXwtbG5487SGolSJqtzQDtG41sS2pXc9bf1rzv9ckf88afGRO8RHSWxnpohKbAWB3MoC0kuyEEUR27CVvsYuRrov/YEcn5HE+o/cRvUrBy7ZUzsdia1Wr6V8RQVnDtbi907P71JJbGemmyWxjYoyctudG/D7A1QfqaG/78LXr1qtYt78OWRkpCKKIv39Q9SfbcJhd6JWq8nITCU1LRmzOZromCi0Wi1qter8ED2v14fb7cHt9nCmtoH+vsELji8IUFZezKLFlRw9XENjQ+ukzy0UiS2AyWjgzlvX4/H62PLWHgKB8N+kDlViu2r9MuITYnn1+TdDcrwbpSS2cHfGUrJMSRwcOkuLvQ9nMPKn1b03sd2UWEVFdC6/69nBmD90oxxUgkiuIYUH01Zh9Tv5edeWSR2n/wc/xdv67jVH2r98Dm1aCr3//V1UMdGkfub/XdDjeqXE1ufzkZJSzqOPPsqf/vQnvv3tb/OlL30JWZYRRZGYmCjuuOMWnnrqa+j1+on2+weZP389gUCQ4eFh4uPjJ3Ueiku7nsT2uq9YHn74YX71q19x4MARVq1aNukgr1eMASqzg5zsVBNtkClMmd6hNb0j82nrX8M9f2dh9R0O/vkDmcjS7H2zViiiE80svmclcWkJDLb1EfD5ySjLpmhpGfZRGx2nW+iqa8PjcANQsKiEueurGO8fpftsR9jiVqlV5JTnodaqOfbm0bDFoVBECofDxbYtu1mzbjmbNq9lfMxCe1sXwaBEVLSJnNxMtFoN7a1dBCWJ3LwsSssK365QPnExZxm3YrHYGBoawevxEQgECAQCjI/bsFpsV+wZlGUYHBhGkiRMUcbLbjednC43b+0+wN23baSkMI+zDbNjndfYeDO5Bdk0nJ255yMKAiXxWcRojTSO9WDxOhAAURBvuKcwHOK0URTHZLJz4CSnLTNvak6BMY0F5kK2DZ8IaVILEJQlWl39jPps2APuSR8n+ROPM/CDnxIYGSVm4zp0WRkELNaJn9evwdPUgqG0+JqOpdVqEUWRrq4uAL74xS+yYsUKvvKVryDLMmfOnOHpp1/khRdep6HhMLGxMdx++yP4fH62bNmiJLVhdt2J7Te/+U1+9atf8eMf/2ZaE1uA4jQJhzfI8TYVUTqZ1NjpG2IzYi0kKc3PbQ/b6OucGJdv0I1PW/sKxXTKmZfP/M1LcVkd7P7d1gvWQEzKSSG3spA5q+dRvm4+XqcHrUGHSq2i9XgjZ3bXnF/GJxzcDjend9ew+LZldDV0MdjRH7ZYFIpIYbc7eeO1HaSkJlE+t5i588oQhIne1q6OnokeWsfE1IETx2rJyExFr9chA/29A+efm6ycnEw8Hi8nT5wJwdmExrjVRldPH0X5ubMmsbXbHASDQfy+CBr5cx2Mah3vK1lNgiEGnxRgSXopFo8Ds86EWlQx7nFwrL+B+tGucId6TeK10Xwgdy1Wn4Mzls5wh3Pd8o2p3JuynGZnL6dsbVPWTqd7iAXmQj6RfTuNjh7qHV0M+6zXvH/QZiNqyULc9Q1Y39pF7G23oIqJRtBoGHvuJQByf/y9az6ewaCnre3d812zZg27d+8+//PatWvZt28farXI5z//FTo7u3nyySe5/fbbr7kNxdS47sQ2MTERrVbLwMD0zw0QBFiQG8TiFDjZqWKzOYA4TSMAE83NnO0op7NJi2V0oqfWqCS2ilmofF0VpSvn0n6qhdPbqgkGLhz6P9w5yHDnIKe2VZNZnos+yoDP5WWsb4TxvshYK7H9TBs55XnMX1fF9t8PRMQ8M4UiEgwODDM4MHzFbYLBIF2dvSFt1+FwotfrmDuvlK7OXlxOF35/+If/Nrd1cOv61STGxzEyNvM/04OBIPW1jcyZV0JHaxdWy+TmLIZLRVIecfpo/ly/E4vHQUVSPmadibMjnfiCfnLNKWzOX0xqVDy7Ok+FO9xLyjWloBXVNNv7SNbHYlLrebHrIAE5MisdX0peVCqZ0Yksji2m1dnPq0NHprS9t0ZO0uTspdSUybyYPJbGlnBovJ6D4/XXVHnZcegott37ANCkpRC0WnEcP4Xs97/9WOp1xbNp01pefnkrP/7xj/n0pz990fMNDQ3ExERz4EA1//d/T5Obm8vPf/7z62pDMTUmNXnKYDAwPm4JcSjXRhBgblaQ3fUaLE6B+KjpuWBNT6iltf8WXv6tGUQBg96GVuOYlrYViumSkp9G6cq51O2queoSEX6vn/aayO3lOL3nJJs+dBu5c/Npr5v8nD6FQnHjWls6iE+IZW5FKVUL5gLg8/np7urjZE0dLufkhyHeiL6BQZxOF0sWVLJj30ES4mIxGg3Y7A6sVjs+/8zr+aw7VU9eYTbllaUc2lsd7nCui83nQiWKSLKMXwpSM3jhZ8yZkQ7mWgfZlLeQMbedU0OR894uALelL2JubC4Azbbe80OPE3UxDHhmxo2TdSnzWJxQjDPo4aS1lV2jp5EntbDP9el0D9HpHmL7yEmWxZawKn4uucYUTlhbaHL2XnEYeszGtROJrSCQ+tlPMv7qFhwH303GEz/4/uuK5Ve/+h927NjH5z//ee6//34yMzPPP9fa2srQ0ETn3iOPPIlGo2H//v3XebaKqTKpxDYmJoaRkWFcLhdG4/TPlzEbJ15gds/0JbaCIFOa+ToNjXcBUJC2i+tc2kqhiHiVty5msK1/Vqx7OD44Rte5DspXVNDV0EHQP3PulisUs00wKHHkUA0njtUSFz+RPEbHRFFaVkhObgZn6xqpPV0/7bMYZBn2HDzKLWtX8oH770KlUr3nOZlxi5X+wWHqG5txOG9sOPZ0kYISzQ1tVFTNofpQDYEI6Bm/VmlRE/MTEw1mRt2X7m0+M9JBsimWFRnlNI314ApERiGm5UlzKDfnsKW3Ghm4M2MJRTEZAHilmXGDZGF8EYsTitk5cIrjzvDcuJaROWxpoNczyqr4cu5JWYbT7+YvDW8warz0G4TabEabmYEqJhqV0Yi39d1hxIJejzYr47piUKvV/O53P+bBBx+nqqqK7u7u9xSKend60/3338/Pf/5zkpOTJ3GmiqkwqZKQH/rQh3C7PZSXr6GzszvUMV2VTg0JURLnekWm8/06Oa6R1XOfYk3FU2QkTn4NL4UiEsWmxhOdYKbpyMxPat9Rd+A0OqOO4gWl4Q5FoVAAfn+AocEROtq7qTt9jpdf2Mq5+mYqKstYsmxBWGIaGhnljbd2U3euiTe27+b5V7bS2t6Fy+3BoNdTXJDHA3dtJj83KyzxTUZvdz9qtZrY2CtXEI00pwZbGXPbWZs974rbHeqpR0bm3qIVJBtjpye4K8gxJbMisYwDw2c5a+2iydZLr2uU0+NtPFX/As32vnCHeFUGlZZVyeWcGG2mZqwl3OHQ5Rnm6b49/LJrK7uf/Rmn/+NLl91WlmV8vX0Y5kx81sfefiumBfMxVs1D9njwtFz//OCNG1fz1a/+MyMjIyxatOh85fRVq1bhdDrxer28+OKLSlIbYSaV2P73f/833//+97FabSxevJnduw+EOq4rEgRYmBfE6RXYcUZN84CIc5pu2Cm9tIrZqnBxKV6nh+GOgXCHEjJOq5PWU82ULpmDRqe5+g4KhWJa+f0BTp44w5FDJygpLWDe/DlhicNqs3Oy9iwut4fNG9eQkZZCT18/A0PDeH0+RFEkMz0tLLFNhvvtod1GU2RUob4WsbooShKyMGn0WL3OK27rCfp4uekgalHFB+ds4ANl67gtbxFL00pJmeZEVwDWp1TS4xrhyEgDAAE5yNMdu9neX4M0DcN4Q2FxQjHIModGzoU7lAuM+ey88fQPCfivcKEvSRMX6KqJtEZQq3HWnMJ1shZdYT6a5KRJtf2Zz3yChx66h7Nnz2IyGfnyl78MgNFoRKvVTuqYiqk16QUKP/vZz1JRUcEdd9zB+973OP/1X//Kpz71sVDGdkXxUTIb5wY43qbiRLuaxn6Zu6pmxlAPhSKS6Ex6ipeVkzOvgOOvHZx1hZYaqs9RWFVMdmkOrafDfxdaoVBcrKW5A71ez4JFFXjcHpoar62HxWDQE2eOQRRV52882+wOrLbrX5YkPTWF1csW4Q8EePXNHThdE8lhTlYGG1Yvp7F56qrChlpicgIAzggZPi0Aq7IqSDXGoVapGHfbOTHYjFZUUxiXQV5sGnH6KPzBAKeH2zje33TVY/Y7x/jT2Z2UJ+aQHpVAnD6KvNg0VmSWM+a2s7+7jjbru8NGY7RGnH7PZedqqgSRXHMqJo2OgCTRbR/G7rv67y9KbSBJb+b1npm7vJxBpaUqvpCasRY8QV+4wzlPliQsb7418cMVepa8nV0gSWgzJoYcjz77wnsOIqOKiZ50DL/85VMsX76IL3/523z729/m61//+qSPpZh6k05sATZu3EhTUxMLFizgy1/+Nq2tHXz/+9P3Hx5rlLllboCWQZHjbWoCQVArS8sqFNcsMTuFZQ+sQVSLnN17is7amXPhdq08Tjf9bX3kzi1QEluFIoKdqWtAb9CxdPkCZKClqf2iG22iKJKTlUF+ThaJ8XEYjYZLHsvv9zMyNk7/4DDNrR243BcXp1KJIvm52RTkZRNlMhEdZaJ/cJg9B4/g8Uz0DgkCVFXMobd/kMHhkYuOEYl0eh0r1i5hoG+QsZHIKFg0P6WQBSmFNI314vcGyI5OpiwxBwC7z0W7ZYB9XbV02YcISNdeD0FG5sxIB2dGOgAQEMiKSWJBShH3FC3n9FAbMjJlCdno1VoCUpA2Sz9H+84x6rahU2mJN0RTmpBFSXwWerUWSZYRBYFe+wh/bdh71RjsATfOgId43eSTp3BblDCxxuvx0avfUJgu/pFRBn70M4JvF6tN+X9PXHZbQT2RzghvL5UiaLUIWi1Jj3+IoV/+loEf/i+JH34UTcLk1pj96Ecf4b/+63tM3KJRRLIbSmwBcnJy6O3tpaKigt/97hl0Oi3f/vaXQxHbNcuMkzgObKvVsKnCj/aGz0qhmP3MKXGs/MAGxnqGOfrSfnzuyCjAMRUsw+MUpCWEOwyFQnEVx6tPo9FoWL5iIfMqy2hsaGV8zIJOryMu1kxBUS56vY7BoRGa2zsZHR1jzGIlEAggA4IgEBsTQ2JCHInxcVSUlTB/7hx6+vppbuvA7nASDAaJizWzuKqCKJOJvoEh2ju7GRkbp7P7wmWO8rKziIs1c+DoifD8QiahoCgXtVrN/p2HI2YEjiiIBCWJbe3HkGQZlSCSEZ2IXwrQ7xgLWTsyMl22IbpsQyxOK6EqpRARgdrhNvrso8Tpo6lMzudDczchyzLC272Adp+L2qE26ke7GPfYKYxL5+7C5RTGpdMyfuX5sQVRaWhFNVpxZk53SdBGsyC+kJNjrbgjpLfW09LK4P/++vxyPcl//zEMpcUXbec8eRpZkjDOnQOCgK9/AF1ONplf+Td8/QNY39qNoFbjbe+k96vfRNDpyPrmV64rFkmSKC5ejsViY8OGDSE5P8XUCUkKqNfrOXv2LKWlpfziF38A4Jvf/HdEcVJTeK+/fS2sKvZzoEnDqF0gLS4y3sgVikgkCAJVty8lp7IA6+A4h/66+6K1ameb0d4R5iyby6LNSzmxvTpiLvYUCsXFDh88zrn6JsrKiphXOQf120Ox3G4PrR1dNLa0XXGosdvtoX9wYjkOjVpNfm4WJYX5bFyz4oLtunv7eWvPwcseSxAE5lfMoau3j5HR0CVfU62gJI+ujh683shIUgBEQUAURNSiCl8wQFCW6LINTWmbx/obOdbfeMFj7dYBTg21UBiXgVZU4wn6cPg8DDrHLpgJ2zLeR9NYD3fkL2VrWzXN45de17kyNo9b0xcy7LFyajxylh66VgaVlgeyV2H1OTkSQXNrx1545XxSm/avn0OXeemqxsP/90cAsp/6JuqEePz9g+efG33mBQJjY+hLivC2dyA5nAiiiHydr4vq6pOMvv3637VrF1u3buX222+fzGkppkHI+ja1Wi319fUUFxfzi1/8gb/85SW+9KXP8OSTHw5VE1fk8AqoRJmkGOWCVaG4koTMJPKqiug+287JN6tnfVILMNDRz9Eth1ly+zLikuOo2Xmc0b6rDytUa9QEA0ElEVYoppll3MbhQyc4fmyiB9fj9SIFJYK66xsK6A8EaGxpp7GlnegoE1qtFrVaRcAfYPTtIY6XU5CXjTkmmj0HZ8bcSaPRQEXVHGLM0RzZfzzc4QATw6LvyF9ASUIWpwZb8QXDv/SQJMs0jfVcdbutbdVszlvMXYXLqB/pZE/XabzBd2u5qASR5UllnLF0sLUvMn7f10MliNyftQKNqOLZzr34pPD/3wAExi34eiZ6yRMeeeiySS2AaVEVzuMnsWzZji47C+fJ05hv3QiCgLe9g4SH30f0ymU3FM+yZQvp7j6JzxegqGgpn/3sZ5XENoKFdNCuXq+no6ODr371q3zve9/ji1/8Bk8//SJ7974SymYuSZIn5sJMUyexQjEjxabGs/yhdbisTo69MvsKRV1J17kOHON2FtyyiI0fvJXO+g762/twWOy4HW7iUxNIzU0jJScFvcmAWjPx9hgMBLGOWLGOjDPWP0pPczde1+wdtq1QRBK/P4A/ROv62R1O4MrVdt+rsryMjq4exq6SAEeCmNhobr1zPWq1muNHTjE8GP75wHqDjk13rkdt0rK9/QT1I53hDum6SLLM1rZqOq0DrM2uJC82lTZLP332UaK0BorjMzGodBwfDc96rzfqtrSFpOjjeKZzLzZ/ZBQZA/C2dZz/XpebzfiWbbjrGxBUapKffBzVe+bVx6xdjfP4SWw792DetAGpvoGRPzxN0kceQ9Dp8A0MXqKF6xcVFcUzz7yEJEmMjc2c0Rs3I0G+hitbm82G2WzGarUSE3Nta6IFAgE2b97Mrl27+MtffsFtt03tuPSeMYEDjRrurPIRrb++fR/e9OepCSrMBE/kDEMKNXeWOdwhTBmtbeqqey9/aB3m5DgOPrMT+6htytq5nKAuMqq75VUUMGdZOSZz1AWP20atDHQM4LQ6CPgDBPwB9EY95kQz5qQ44pLjQIDBzgEaq88x1D3xoSmrZm9BCZ955hYt0Go1GE0G/P4ATsfFF26euNl5J1RnuXTV19ngentsJystJZnbNq7hje27GRoZnZY2Na7J/79tvnsDGq2Gt17fHTFDkJetXkRmdjp/ad6LxesIdzg3xKTRU5VSSK45lSSjGZffw4BznL2jdYx4p/+zNBTmmnPwy0EabZfuvZZ04bnxPf76Vqzbdl7yufiH7sd99hzGygqiVyxFlmXGX92CbcfuC7ZL/vuP4e8fYPzVLSQ/+TjG8rLzz8mSxPt7Olm3bgUrViy5ppjeeGMHjz32DwCkp6fT23vpoemKqXE9eeiUXbGo1Wpeeukl4uPj+cd//Heqq7dN6ULhHcMqREHGMDPn7isUU84QbSQ5N42GQ3VhSWojSXtdK+11rag1aqJiozBEm7AOj+OyX/mutVavJbM4i7yKAtY9vJG2ulaaTzRgtdhvqt7vSCYIAnkF2eQX5JCSlnS+1oNl3EpTQyttLZ0h6wFUzF7FBblYrLZpS2onKzEpnrSMVJJSEtm5dW9EJLUxsdFk52aSX5RLTXUtFtXMTmoBnH4PB3rOcKDnDGpRdb5yc8A0c9/3z1gjswfdtLAK+75DSJeoZD723EsAuOsb0OVkoc1IJ/7eO9FlZTD82z+9u6EsE7NhLe5zTQz9/DfoCvOJXrUc2869+Lp7+C6wZcsODhx4/ZpieuONiSWHVCoV3/jGN274HBVTZ0pvxcfExPDJT36SH/3oRxQULObFF3/L2rUrrr7jJATfvtGpLPmjUFxMpVax+L5V+L0+2o43Xn2Hm0TAH8AybMEybLmm7X0eH221rbTVtpJfUcC8tVXkVxTg9/kZHxrH6/aAzEQRElnG5/HhtDlx2hwM9wzjcXmm8nRueplZaVQtqiA2zkx/3yDVh08yPmZBr9eRX5jDoqXzWbBoHu1tXTSea6Vfvrlv8CguL9Ycw9BwZCe1i5ZXUVpeBEB9XSP9vaEZdnkjlq9ZQkFxLrIsU1/bSOPZZpg3u0ZGXM9yRIrrp01LJeM//gVvRyea9DTUCfG4z55j6Bf/d34bQa9n8Bf/R9SSRWizMtDl55H+b59n6Fe/Q3K5UCcmIIgiKZ98AlftWazb3mLkdxeOzkxIiLumeP785+d5882JHmSDwcBHP/rR0J2sIuSmfIzZD3/4Q0wmE9/61re4774Ps2vXi1RVVYTs+LIMYw4Bu1sgSg+amTtqTqGYEiq1ihXvX09cajwH/rITv3fqhjrfTNrqWulq6CQuNZ64tATiU+LR6LTA2+vICwLRcTFkl+ag1WmRJIm+tl7azrQx0jes/D+EkFqtYsXqxeTkZTHQN8SW/TsY/Zv1O3u6+zEY9BSW5FFUkk9RST6DY6PUNTfT0dfLzO13UUyFvsEhSosKaGxtj9iKyDl5mfR09XF43zG8nqmf95+Uksj4mIXAZUY8VFTNIb8ohyP7j9PV3o3Pp7zHKSZHFRONcd5cACS/H31JEQkfeJDRZ57HWFWJobQY54lT2A8dRbJPVDXXFxUQs34Ntp17GH32BVL/8R8QRBHT/AqM88rxNDajTkokMDrG4E9+QXz81RPbAweO8KlP/dv5n1euXDk1J6wImWlJAxcsWHD++1tvfT/DwxeXFB8dHeOrX/0ue/ceIjMzna9//YssXFgJgMfj4Re/+AMZGWk8+ODd5/exu+FQs5pxp4hJJ7OqxI9qdt0YVChuiEavZfmD64hLS+DgMzsZ7RkOd0izSsAfYLh7iKG+K/9edQYdWcXZFFQUsOa+tQB4nB5s4zbsYzZG+obp7xzAex09uqIoolKrEFXi218T36tUIqIoIogCHpcHt8ONFJy9cy6jok2s27iCqGgTe3cdoqvj8nOf3G4PdafOceZ0A5lZaRRXFnHL0mVYHXZONzXR3N2FJM3e35Xi2p04dYakhHhuXb+K3fuPnF8+KJK4XR4SEuOmPKlNTE5g6aqFxMXHIssyLz3zOi7nhcNERZVISXkRDWeaaWlsm9J4FDcPyeej6/NfAsC8eSPm2zZh33cQ18nTIIposzPRlBajMsfg7eg8P1Q5MDaO63QdpvnzABBEEUNZCQDDv5sYsny16UOSJPHxj/8Toiie/1z49a9/PSXnqQidaUlsk5OT323wMuOEFy++lfFxK0ajkZ6efm655UGKi/PJzc1mx469SNLEH+C//ut/UVCQh8/n466PfZOo2CSe+d8vg3sQw5c/zy0bV03HKSkUEc9ojmLlBzagM+o48JcdSlIbRl63l5bTzbScbsacYCYmwUxMfAzRcTEkpCVSMK8QgMHuQc5V1zPYNQCA3qQnJSuVxPRE9CYDeqMOnUGPzqhD+3bv8LVwO9247S5cdhcux8S/TpuT0b4R3M6L5zHNFKlpSaxZvxyvz8/W13ZhtVzb0GJZlunu6qPZPkBSXByVRSWsrlrAwrI51LU009DRjj+gzMO9mUmSxFt7DrB+1TJuXb+KoydO09AcOeuUFpbkEZ8YNy1J5NpbVmAwGujvHSQhKY75iyo4tLf6gm3yCnLQ63U0nWuZ8ngUNw9RqyVm3Wpse/afLyiV/m+fB0HA09KGt6UN97kGJIcTQ0U5KZ/8BMP/90cktxtfb9/5xPa9Eh68H9/v/swrr7zJ+973OC+88H8XbQNwxx2PMDg4jFqtRpIkVq1aRWZm5pSer+LGTUti+53vfOf895mZ6fT29pORkXbBNna7g8WLF1NdXc1//ud/8vWvf52mpjaami580x4bszA2dnJin5/9Fx6Xnb7OJgB2n5FJLFQxJyOIVhmSrLiJxaUlsOL96wn4/Oz53Zs4xu3hDknxNuuoFeuo9YLHdEY9ablpFFUWse5964GJ3uB3lhyyjlhw2pzYx+0M943gdXnwur0E/AGkoPT2VxBJmvg+GJRAltGbDBijjRNfUUYM0UZSslMxRhnR6CYq7dnH7Qz3DDH09pf7EtWDI1F2biar1y1loH+I/buPTHrY4/D4ODuqjxAbHc28omKWlM9lfkkp9W2tnG1tweMLfzEeRXj4/QHe2nOQJQvmsXxxFblZGRw5cQqLNfxzs8sqJnqfTp84M6XtLF+zGIPRQPXBEzSda6V4TiFLVizAaDJQX9vIQN8QMbHRLFxaSXtLJ3bbzC8UpYgs8e+7F9OSRQx8/yfIfj9933qKrG99jZjVK2D1CuRAAOfJ04z+5XmQJVL/8R9wVB/HtHDBJY+ny83m9e3bWbhwIRaL5ZLb/OhHv+Lo0Rry8vJob28HYNu2bVN1iooQmrLlft4rLS2NgYEBFi5cyIkTJ1CrVXzrW//Bxz/+2Plt4uKKuO2222hpaaGlpQWNRsP8+XNJT08hJSUJvz+Aw+HE6XThdDpxOt243W7S01N56KF7aGhoYeGGh7GrchGAzHiJpYXBaxqarCz3M/Moy/1cXtbcPBbcvgzr0DiHntuNL4LWXI2U5X5CLZTL/SRlJhMdG4Vao8HtdDPUPYjXHfr/Q51RT1JGEsmZySRlJhObGAuAw2JnqGeYkb7hiWRa9OF2ec4njmq1itT0FDKz0tBqtbhdblxuN26XB5fLjcvpxulwTiTXUyQvP5sVa5bQ0dbFof3HJl2R+lLL/ZgMBioKiyjNzUMAGjo7qG1uwnmJCp2RSlnuJ/TSU5NZvngBMdFRjIyNc+ZcE+2d3SFt41qX+xFFkQ8+/iBH9h+jpbH9oudVahU5eVl0tnWj1Wnw+fwEA5cueKRWq8nJzyInPwspGGRs1MK5uib8/onX+wcff5D6ukZOHas7v09GVhrzFpaTkBh//jGrxcabr+7Ef4kbTMOVs/N9H2Z2VeSrCddyP5cj+XwMfP8n+Hr6EI0GMv7z31CZjOefd9U3MPzr3yPLEqaqSuLuvQu1+dI5y7y39vHqq6+i0+mIizNz663r+P73v44oivh8PnJyFiAIIu633/f/+te/8tBDD03LeSoudj156LQktsePH6ejo4MHH3yQffv2ceedd+JwOEhPT+Wxxx7kySc/TEHBYlauXMnBgwcBGBw8i1Z77UPt3uH2QdeIyKlOFfOyg5RlXP2DQklsZx4lsZ3g8Ubj0yyjbL4dg95KZlk2CZnJdJ1p58Qbh5EuczETLkpiG7m0ei1Jmckkv/0Vm3RhYY1gIIjb7cFg0KNSq7Ba7TgdTgwGA0aTAd17hkYHgxKjI2MMDY4wNDjC8OBIyArJ5BfmsGL1YlqbOzhy8Dg3ssrSldax1Wm1lOcXUF5QgFatobalmZpz9QRnwBxcJbGdGipRJDMjjaL8XLIy0hgaHuXoiVOMjI1ffedrcK2JbWZ2OutuXcWB3Udwu9yUV5bR29WH2+1Bb9CjVqtYsKSSYDCISqWaWOtz1ELTuVbaWzvPJ7kpaUmsWLsEo8nIQN8QkiSRnJKIx+Pl+OGTmONiWLCkkjdf3cnI0MUVohMS4zDHmQkGg3R39F52frqS2M5MkZbYAkheL11f+PfzP6d/6Qto01LP/xx0OnEcOYZt115kGZKf+DD6vNyLjvMvKiP//d//jU6no7Ozk2AweD7v+NSnvsif//zC+W1XrVrF/v37p/S8FFcWcYnt3/L5fPz93/89f/rTn/D7/ecnZickJHD//ffz61//mn/5l0/xb//2mUm3cbRFxahD4I75V58npSS2M4+S2E6wCo/x+JcEnHYZnS6AfdRG3c4ahjsHpjDCyVMS25lDpVahNxlQp5gmklejHoPRgMftoae7/6IhhyqViMFowGg0EBdvJjklieTURIxGAwDjY1aGBocnkt2BEVyu6+8BLSzOY9nKhbQ0tXPk4IkbPscrJbbvUKtUzC0oZEFpGTankz0njjNiCU0iM1WUxHbqpSYnsXRhJbFmM2fONXKyrv6GC49da2J7z0O3E2OO5q9/fJnFy6vIK8xBlmUE4cLfzcljtdisdrRaLZnZ6WRkpxHwBzhb28hg3yCb7lrP8OAoR/Yfw2F3AhPF2FauX0ZScgIA9bWN1FSfvqHzUhLbmSkSE1uAgM1G79e/g/x20bSUT34CQ2nxBdsEbXYGfvpLVFFRpH76yYuO0f6pzwNgsViIj4+nuLiAI0e2MjQ0QlnZSvR6PS6XC0EQ8Pl8qNXK/MZwivjE9h2SJLFlyxYee+wxrNaJOWfFxcW0tLSQkBDPmTN7J9VrC9AyKHKiTcWDS69eKVlJbGceJbGdkLro78kv8/Li/xwlNal+CqMKjasltokZSai1ajxOz8Q8UpcXSZIQVSI5ZbkULShBrdVgH7fRcaad7sbIWGB+Nia27/CZb+wDPSraRHJK4sRXahJmczQADrvz7R7dYQYHRrBZLz8P3BRlZO68UopLC2iob+HYkZM3FNM7riWxfUdcdAxrFy4iwWzmdHMTNQ3nIraCspLYTg9BEJhbVkxVRTlWm419h48xbrFefcfLuNbEtnLRXMrnlTHYN0hcYhwDvYMc3n8MjUZNaloyi1YsoLbmLE31FxZyMkUZKS0vpqS8EFEUGRkaZfvruy/5dxwTG41Go2F0+MaXOlIS25kpUhNbgKDdQf9TPyLw9lJc8Q/dT8yad5fikbxeer72LYzlc0h89P0X7d/+qc/jcDiYN28e7e3tPP/8/7Fx42ruuutRDh6s5i9/+Qu9vb38wz/8A0aj8aL9FdPrevLQsN6CEEWRu+66iy984Qt8+ctfRhRFmpqaKC0tpaGhgfLy1Zw+vXtSf1TxJhkZgWGbQGps5L44FYrJsjlzWF/l4dxJPSmJkZ/UXouypeWk5adf8JjX7UUQBDQ6DX2tvdjHbMSlxLP87pXkzyvg7OE6xvpGIzbJuNk57E4cdidtLRM3IfR6HUkpiaSkJJKcmkhufjaiKOD1eBkfszI+bsXy9lcgEGTO3GLyCrLxef0crz7NuTNNYTmPcbuNV/buprKomAVlc8hJTWPPieOMWi1hiUcRfrIsU1ffSE/fAGuWL+buzRs5cOQYbSGee/teoiiSmp5CMBhAVIkM9g9RU32aYCBIMBCko62bjrZLt+90uDhx9BSdbV3ExMbQ3dFz2fdNm0UpOKiIXKroKNL++bOMvfAyzmM1jD33Ev7hEeLvvxtBFPF19SDZHcSsvfxKKZWVlbS3t/Pxjz/Gxo2rOX36LAcPVrNkyRI+8IEPTOPZKEIpIvrW8/LyAPjXf/003/rWD9mwYQOPPPIIX/nKV/j4x/+Jp5/++XUfM84kE62Xqe1WkRAdQDN7bxgqbkI+v5HC1bcTE+fk1O5uUqPDHVFoHHxlHzqDDr1Jj85oQG/SozdOzOnsOteB/T3VnVPz0qjasIgNH9iE3+dnfGCMYHBi7lgwEMQ+asMyYsEyOHbBforw8ni8dHf20t05sd6sWq0mKTmepOREYuPNZGSmUjqn8PywSqfTxYnq0zQ3tp///w0XWZY51dRI10A/axcu5r5169l+5DDdg5E59F8xPcYtVl7btosVSxawevkSJEmio/vy6ynfiKKyAuITYtn++u5J96aODI8xEoKeWIUinFQmI0l/90FMC6sY+vlvsO/Zj7elFW1mJt6OTlQx0WjSUi657+c+9zna2tr4yEc+wHe/+xUAHn/8MwiCwHPPPTedp6EIsYhIbCsqKgDw+fwYDHp+8Ytf8PTTT1NRUcHWrTtpaGimtLTouo4pCLCsKMCeejX7zqlZWxbgMkvoKhQzis9vJLnyI6y+3c7TPzKQaNwe7pBCRgpKuB1u3A43cOV5jAPt/bz5f68TmxxHcnYK8akJbydDMmqNhpzyPMqiJ0Z72EatdDd10d3YhW1k8kMFFaEXCATo7xuiv2/o/GMqlQpzbDQGg57+t4vaRJIxm42X9+zithUrWT6vkt4dg0g3UsVKMeNJksTBo8dRqVSsXrGE7udfmZLK4HHxsYyPWkIyRFihmA2M5WUkPPw+Rp99AV9P30TV5OhoUp78KILq4gv/oN3OD3/4QzIy0njqqa8BcOhQNW1tnTz00ENkZ2dP9ykoQigiEluDYaK4SCDg5403nub22x/h4YcfxmyemEf5xS9+nZdf/sN1HzchSmZt2URye6BRzerSwDUt/6NQRCKHMwm3N5H5t69l2S12/vqzaFTjv0atDk212ZlIlmXGB8cYH7z0RZ5WryUhPZHM4myKqkooX17BcPcQDcfq6W/rm+ZoFdcq+PayI5FMlmWO1NbywMZbmJNfwJnWlqvvpJjVZBk6OrvJz8lCo9EQDIZ+mS63201WbgaiSkSawiW1FIqZJHrVcnT5udh27cV5+gyS3c7In/9K+r99/qKiavZD1ciyzEsv/Q5RFAkEAmzduguAZcuWhSN8RQhFRJqXkjIxVODAgWqqqiqorz/ABz/4wPmCUnv3HuaPf5zc0IDEaJlVpQGGbAKHm9VIyk11xQxktadztPYJlj6wmsXrnPzuezHIQ79BrZ69BcJCwefx0d/Wx7E3j/Dq/77IwVf2IahEVj+wjpX3rUGtiYh7e4oZatxuo7GjnQWlZWg1mnCHo4gAo+MWANKSk0J+bEEQ0Ov16HRazJdZn1OhuBnIksTw75/G3fzuDUVtehqJj32ApI8+BoC/fwBPS+tF+zkOHyUvL5uiony+/vX/ITV1Lj/5yW/QaDQsXbp0Ws9DEXoRkdjGxMSwcuVKTpw4zenTZ4mPj+WnP/0OP/nJt85XRf7tb/8y6eOnmmVWlgToHReoblHd0LqHkyGIAvPvXsH6v7+HrMqC6W1cMStoNU7mLPBQtdLNH78fjdr6J9Tq0PcGzGaSJNHb3MOup7dz4KW9JGUls/L+NRfdzVUorseJc/WoVSpKcnLDHYoiAjicLvoHh5lfMYdQvLUYjHryi3JZuW4pD3zwbgqKczl68ATjY5YbP7hCMUPJgSDO4zUM/ujnOE/VXfCcobSYpMc/hCYtFcvrb17wnKe5lcDoGP/v/32Uj370H/mf//kZ8fHx/OAHP8Bms7Fy5UoUM1tEJLYATz/9NIIg8IlP/NP5xx599EEGB89SX3+A7dv/ekPHz4iTWV4YpHNE5ET79Ca3BcvLyVlQRMDnZ9H71rDs0Y3oTPrpC0Ax49mc+dzzIQs97RrcAzsw6JV5ojeir7WXgy/tIykzmYLKwnCHo5jB3F4vbb09zMnLD3coighR39BErDkG49vTrCYjxhzNqvXLuP8Dd7F8zWJizNG0Nrbz5is7aT7XevUDKBSzmKjVEHf/3QAM/+b32PYdPP/c+Euv4WltRxVrJvg3y285jh5Hk5LM7bdv5OWXt1JeXs7AwACf+cxn0OuV6/LZIGLG4WVnZ7N06VKqq49e9FzaZaqaXXcbiRIBCapb1ahVUJkdDMkd1StRa9UUr6qgs6aJU68dJrUki6p7V7Lxk/dR88pBBhqnblkAxcwXDKo5ee5RHnhST0qWm19/3U9KXHO4w5oVhnuG6G3uJn9eIS2nlN+pYvLq29ooys4hMzmFnqHBcIejCLPEhHiCQQm/PzDpY6xcvxSTycjxI6foaO3C51WmnShuHu7mFoZ+/hvUcXFo0tMQjQZU0VEYy+egzclCEATMG9YCAuMvvTqx3M/QMLG3bcK2Z//54xjmlF5wXF9XN/rSYn7wg18C8Ktf/QpRjJg+PkUIRExiC5Cbm8uRI0cIBAKo1VMTWn6yRCAYoKZDjSxDZc7ULh+Rv2wOap2Gxr21AAw0drPzpy+z4J6VLH/0FjpONFG39SgB3+Q/ABWz18BIOfNWmlm8bpw/f18kSfccgqBMFA+Vsf5RUnLSwh2GYoYbGh/D7nSSkZysJLYKigvzaGxpw+effGE/jUZDR1s3TfVKUTLFzUfUaJB9fvyDQ/gH362Yb31zB6q4WEzz52GsmkfMulUIGjVjf30R+94D2PceACDugXuIWroI4T25hBwI4B8eIXrdKp577hVMJhPLly+f9nNTTK2ISmzT09MBOHXqDIsWzZ+ydorTJCDAyQ4VDo+ASqMmeAN3Vi8npSiTsnXzaT16DrfNef5xn9PDkb/sJGdBEfNuX0piXipH/rwD+7AyvFTxLp/fgFe9hgefHGf3q1E01gzh9X6I5IQGcjMPhzu8WUEGRKVUuiIEBsdGSYlPCHcYigjgcLrQ6bSXfT4hLhatVosoCsiyzPDIGP7Ahdcg/T0D5OZncbK6NuzrNysU002Xm0P2//d1vJ3dBMbGCYyO4a5vwNfTS3Dcgm33Pmy79wEgRkdj3nwL9kNHkOwOANRxcaiMxgsPKgOigOv0GTxWO1/+8pen+awU00GQ5avPNrXZbJjNZqxWKzExU1eJr6amhkWLFqHRaHjzzWeoqqqYsrYA+sYFDjWpGekdo/lAHf2N3QRvsOdUpVGTt7iE9Dk5xGUkMdDUTfWzu5EvU47ZFBfNskdvQQoG2fPL15FDWL5f8MzeoUvuLHO4QwgZWYbejkV43GbGhouIi+ohp8hDYm4uKza7sVtEvvtPqQQCE+PmE2LbqSp/OsxRT05QF1mLSS/ctIT4tATe+sPWGzqOrJq9Bah85oi6/xlSnrjQ3dQoycllVdUCXt27m+HxK6/BPNV0ltm7DExQF/mvtbmlxSycX8Ebb+1mZPTCpciWLKikvLTogsckSWJwaIS+zj56u/qxWe1ERZu47+E72b/rMJ1tM3vK0nBlZL3vh1LANHtHUEm6yDo3WZJwnjyN+2wDnsYmgjb7+ee0WZmkfu6T+Dq6sO7cg7u+gYQPPEj0igurHI8++wL2A4eJjY1ldHRUGYY8Q1xPHhpRiS3A1q1bufvuuxEEeOml37Fq1dSuKWVxCjz9xjjxWck4Rm0c/P02XBbHpI6l0qpZ9ZHbiU2No7+xm5H2ATpqmpACV77bak6NZ90n7uLIX3Yy2Nw7qbYvRUlsI5vfp0eWRbpaVyAIcymp9FBS6aWowoPBJONyCNTXGNj9vAPR34ZBP45a5SPO3Ikozsw7+JGW2K59/wa8Li9HXj949Y2vQElsZ6ZQJraCIHDv2vXoNBqOnq2js6+PcF0WKolteAmCwJ23rkejVvPmzn1kZ6bTNzBIaVEB5aVFVNecpqunD0mSUatVpKemkJWRSmpyEmq1Gq/Hi93mIDE5gYazzZw4copruFSLWEpiOzNFWmL7XrIsExwfx3HkOJat24GJ5Dbp8Q+hjo9j9K8v4jh6jMyv/Tvq9+Qtsj+AZet2nv38v7B58+Zwha+4TjM6sQU4fPgwa9euJRgM8oc//JQ777xlStt7eNOfiUo0s/zRW1CpVez/7Zs4x2zXdQwpdi0rHyrC7QjSvudVrP2j17W/IcZ0wXDlUFAS28hkt6bQ1rAJWU5h5WYHKzY5SEwLEgxA6zkdTafVDLX3E7SdxRzdgUo1e+ZfR1piu+qBtchBiYOv7L/6xlegJLYzUygTWwBzVBSrqxaQlpjE2bZWDp0+FdLjXyslsQ2/mOgo7ty0Hr1eB0z0ygKcrK2ntr7hkvvovQIpaUnEJ8YRY44mOTWJqGgTLpebo3usdHbUoNZO7sZ7OCmJ7aVFqw3YA+4QRhNakZzYviNgs9HzH19Hm5FO0G5HliSSPvwogeERRp99gcSPPErUwqqL9mv/1OfDEK1isq4nD43IK5bly5dTU1PD4sWLeeyxf8BkMpGZmcbcuaWsWrWMu+/eREJCfEjbdIxY2febLax+/HYWv38te3/1xjUPC04tzSVuThkOq8y234+Rbri+pBYIeVKriFwuRwJedyrf+F0vag2c2G/k6Z/q6W4BY1QXpZlbMWvcEBvuSGc/n9uHyWwKdxiKWcLqcPD6/n3MyS9gZeV82np6GBgdCXdYijCw2R1s372f9auXo9Vq6B8YIjc7k0Dg8gWlgsEgfT0D9PUMnH8sITGOnLx8istKkLxFnDu3ndjkmT00+WZlUGnJNaWQF5VKblQKAgL/2/Ra2EZ2zAbqmBjiH7yP8ZdfQ9BokGWZwZ/8AgB9cSGCWkPQbkcVHR3mSBXTJSITW4C5c+fS0NDAJz/5Sc6cOUNHRzeNjS288MLrfP7z/8m2bc+GvMCU1+Hm2HN7WfeJuyhbP5/6HTVX3Sc+K4lFD6ykr6mDg386TLpBKQCluLKs/FY2PtCHyyHyv1+NJi5hN4mpjSS9vaqV1jb5SpqK62Mfs5FemIEgCDN6qJ8istS3tTK/uITM5GQlsb2JjY5beP7VrYiigCTJ3H7LOrIyM6hvuvZ1aEdHxhkZPkGUuop7/s5GzcFbMCf+DkFU3q9milxTCosSisg1pSAIAoPucc5YOmh3KBXUQyFmzUoMJUUM/vK3iAY9uqxMvN09eDs68TRNVBVXmWNQJ8SjSU4m7u7bwxyxYipFbGILkJOTw+uvv37+Z4vFwksvvcQTTzzB3Xd/iMbGQ8TEhPYujLV/lHO7TzJnwwI0ei199Z2MdAwgSzIqjQpTXAxRCTHEpieQXp5LdKIZ68AYta/uwKCdPUNGFVMjKT2JlbetQBA8/OWnTnIKX0Gnn3lDy2aLoe5BKlZXEpcSz9jA9Y+0UCguZ9xmIyE2NtxhKCKA9HbxyIHBIYoKcq97f0GApoY6hvsKuPfDAV5/rozk7PoQR6kIJZNKR4k5i8rYPBL1Zgbc42zrP0GbvR9n0Bvu8GYdTUoy5g1rGX3meXyd3ahizZhvWY+xYi7+wSF8/QMExsZx1Z5B8vngS18Nd8iKKRLRie3fio2N5aMf/SjBYJAnnniC3/zmaT73uSdD3k7T/jrUGjVZlQXkLynD5/IQ9AcxvGfIotfpob+hi9otRxlu67ts1WOF4h1xSXGsvXsNY0PjHN5+CL3eE+6QbnpjA6ME/AESMxKVxFYRUh39faysnE9BZhatPcrQUQXodFq83snVvkjJPckLv67kk1+zkLx7MbJ0Tum1jTA6UUNxTAZlMVlkmZKRkWm19/PWwEl6XMrIjakWvXIZpgXzCbpcqGPNCKqJud3azHTeuXq37tzD+OtvYrFYiFVuPM5KMyqxfcfjjz/OE088wZkz56amAVmmfmcN9TtriE1LIK0sGwQB56gNx5gNx6gNn1NJShTXzmAysO6etVjHbOx9bS/Bq1TKVkwPWZLxur1o3y7wolCEgl6rQ5ZlBEFgddUC2np7lKHuClKSEhkbt0xqX7XGh9VRx4n9xdz1qI8//mwOcalnQxug4rrpRA2F0WmUxGSRG5WCiECXa5jt/SdotvXikZSpRdNJNOgRDfrLPm8oK2H85df57ne/y3//939PY2SK6TIjE9vvfOc7AGRnZ0x5W5b+USzXWeFYofhbyzctQ5Ik9r22T0lqI0zAH0ClmZFvhYoINCe/gKVzK1CJIoNjo5xpaVaSWgVxsWbi42KpPXvpisjXIr2ghlf/WMVXfu4mJWkBXrkeQVD+tqabVqWmIDad4vhMcswpqASRHtcIewZrabT14AwoHR+RSpOagqBR8+Mf/1hJbGepGXc1t2XLFv7jP/4DszmaL39ZKdetiHylVaUkZyaz66XdeD3K3JpIIwWCqNSzdzkKxfRaVjEPr8/H6/v3YnUo8+dvZuaYaPJysnA4nBQV5GKzO+jonvxa9WqtF63pNOdqCli4WmLba6nEJPSHMGLFlWRFJ1GVUkiOOQW1qKLPPpHMNtl6cUTwsj2Kd9n3H0L2B7D77Tz//PM8+OCD4Q5JEWKhXcRvio2MjHD33Xej0ajZtu2viOKMCl9xE4qKiWLe8goaTjYw1DsU7nAUl2CINuJxKBclitBoaG/DqNfzvo2bMEdFoVGrSU9MQqOecfeRFZOQkpTInJIiUpISue+OTcwtLWb18sXExsRwqLrmhnvv0wpOcmSnkYI5PiRfbmiCVlxVVnQS9xevIkpr4EDPGX51egvPNuylZqxFSWpnEG/nu/UOfvjDH4YxEsVUmVGftB0dHUiSxCc/+TFKSgrDHY4iDLwBI4daP4eq3cfiNb8MdzhXNX9lJR6Xl7qjZ8IdiuIS1Bo1eqMeh1XpWVOExuHa05QXFCIAOWnpVBaXoNdq6R0aYsvB/eEOTzHF1q5YgslkBGBkdIw33tqDXqfF5/cTCME0FK3ehdM2BoDPlXrDx1NcmUmjZ35KAfOTC+i2D/NK80EkZWrBjCW53aBSQTDIgQMHwh2OYgrMqC7P7OxsAKxWW5gjUYRLY/8d+PxGPC5zuEO5KlO0iazCLOqO1inzaiNUVGwUAE4lsVWEkNXhQBRFls6toHugnyN1tWQkJ7N0bgUJ5sh/71JMns8/USzI6XRxqLoGSZJwuT0hSWrf4X+7sLJKjAvZMRUXSjKY2Zy3iI/Nu53K5AJqh9t5veWIktTOcJ7mVsy3rD//85EjR8IYjWIqzKge28TERARBoL6+MdyhKMLE6s4EQKWevkTRYDKQX5ZHRn4GeqMBl93J6cO1DPcNX3G/5IwkAHpae6YjTMUkpBdk4vf5GR8cC3coillCBl7es4u0xCQsdtv5ebaCILCobA7ziorp6OvjraOHwxuoIuQEQcDj8dLTN8Bbe6amN0gKqmg5k4zPO0xWgYpxRzQ6o31K2rrZRGkN5JvTKE3IIiM6EZvXyYGeM5wZbscnBcIdniIE9AV52PYdQBRFJEniqaee4rnnngt3WIoQmlGJrSiK5Obmcvz4aQYHh0lJSQp3SIpp5pcnejs0WuuUt2WKMTFnYRl5ZXlIQYm+zn76O/spnFtI5fJ57Hhh5xX3P3+HXpjyUBWToNKoyJmTS19LL1JQCnc4ilnE5/fT2d93wWO1zU2cbWul/O2qySsrq+js76N3eEipmjxLrFiygLTUZA5V10xZG7bRDLwuPWNDKiqXu3n2VxVkzzk0Ze3NdmlR8RTHTVQ3TjDEIMkSXbYh3mg9SvNYLzLKa3M2SfrIowz85Jf4uibm2r722mthjkgRajMqsQX4yle+wkc+8hEqK9fz8su/Z9myheEOSTFNJEkkENAAYDBd3MM2OpRPVMwgOr3zhtqJiomiYtlcckty8bg81B2po7muZWJZGLWK0qpSLKNWTDEm3A43knTppMhumbiLnpAcz0D34A3FpAgtUSWy8t416KMMNByrD3c4iptEMBikpbuLOXn5FGZlMSc/H6vDwfH6s7T1KiM7ZjKNWk1u1sSIoqbW9ilv75Xfx/Lkf4ygU5cjS4cRRCUBu1YGtY4FqYWUxGdh1plw+Ny0Wwc43FtPl20IbzCy1p4VEDBrjMTpoonVmPBLAZxBL66AhxGvjaCs3Ji9EsexGtxnz2HetB5tRjrx99/NwA//FwCv10tnZyc5OTlhjlIRKjMusf3whz9MbGwsDz74IHfc8Qjf/e5X+djHPhjusBRTSJJgyD6HpsHNyPJE96dWd+GcyPqTDxCXmElLvUh69ovEJXZddzuxCWbKFs4huygLn8dH7ZE6Gk42XDA/VpZkAv4ARRWFFFUU4na6OfjmoUsOS7aMWLBb7GQXZSuJbQSJiotm2Z0rMCfGsu+F3ViHLeEOSXETcXk8PLP9TQASY2OpKi1j45KlxJw1capJmWYzU61fvQytVkNv/+CU9sDHJPaQkN5CW6OBoT41a+7wc2hfPgnprVPW5mySEZ3IbXmL0Ko0NI310DjWTa99JKL6ZTWimixjIjmmFLJNSSToYlAJEyVxgrJ0/nuAE6PN7Bo8Ha5Qw2r0uZcI2u0kP/53l3w+YJuox+OuP4fzxEmcJ06iTk7CUFKEIAjnX6f/+Z//ye9///tpi1sxtWZcYgtw7733cubMGZYuXcoXvvAVmptb+fa3vxzusBQhEgho6bNVMuooQB+XRvkyNZXpQVbEBElI7ufITiOH3yojENiNWh1gsK+cx/81irySITxuged+cSdD/TtJTmu6pvYSUhMoXzSHjLwMHDYnNftqaKtvJxi8eB6vJEls/+tbZBdl4XK4KSgvYO3dazi26xhdLd0XXdCMDo4RHRsdkt+L4sblVxQwf8NC3HYXu555i/EBZW6tInxGLBbeOnKY1VULWFw+l4TYWILBIHaXi7OtrXh8yrrXM4XD6QJgz8GpLUYjihKly17G7zVw+vAHmbfMzZbn8pTE9grUoorS+CwqUwpINsYy6Bzn2Ya9OHyRsUyPiECaIZ4cUzI5USmkGeJRCSI2v4tOxyCnx9sY9zkY89qxB9yICBjVehbGF7IwoYi9Q3U3Za+tfd9BAGRZRhDenfMVsNnwNLUy8vs/AyBGR6HNzMB86wY8TS24as9ccK32hz/8ge9+97skJydP7wkopsSMTGwBSkpK6OnpoaKigl/84g9kZqbzqU99bHIHm6Xzm9xZM7P6ZvWeJ/C447jrUQt3PmrD4xLo7dCADKZoifsft7LxPhU//Y8PkaTfTnrpanKKLPzsv+KZt9TLhz47zp7X1nBySzQ5qQev2Nac9VWUrqnENjTOsZf20XOmHVmSUXP5F0dgzENb5ygAwydaWfK+tay4bQXzLQ6G2vuw9I/htjrRRRlIy0qhv7Eb3Zjnms/fF6e/5m1nGrUrfAU4cucVsGjzUtpONXN653GC/mDIysIHtDP2rfSq7Jkzqnj+ddFESDHsI7W1eLxekuLiEXUCOWnpVBQW8fr+fYyMj1/38byxs/f/zDAamRXmh7uHKCnMR+cVkN2TSzKcqapr3lYKBrCPqoiJCyKmWa9r3+nmyQzP0N5o0cBiUwnzjPnoBQ0t3j52jZ6i3TcAIcphYhKvf+qTFg0+/CSSQKWqnHwhB62gxSN76ZX72C810iP1YcUGUUx8vc349r8SEKMqZlQeRVd4/e8R1yIozYwCIdLQSaIWFk187wvQ+82f4e9/96a1ZHcQe/8yEu7OB/KR/BsYeOInWK3v1mp56KGH2Lt373SHrpgCM/pqLCoqirNnz5Kdnc2Xv/xtsrMzueeezeEOS3GDRDFASoafOx+1sfWZGPa8FkAKBvB6zAQDehLTPHzya+N86pteztXcxpL1Fg6+GYU8soWa1zR0Nt3Cw/8wTnruXN74pZmcxC2XbKfy9qUULCmj7q3jNB+a3DqzQX+Aw8/sxJwaT97CEuIzEsmeV4ComrjIGGrr4+yOE5P+XShCwxQbRdWtS2g71UzNm0fDHY5CcQF/IMCxs2fP/6zTaLhz9RpWVs7njf37CFxi9Igicuh0WhYuraS/dxCP+9pvYt4I12Aa5UvdDHZrMKYMTEubM8lCYxFro+chIXHa1UqNqwVr8Mbqb4TK/eo7MWLEKBiwyXZqpDq65R6G5dHrKlYlIETUEOrpFnfnEsbfqKb7m3/BvK4SY1k2lt2nCAxbyfvB3yMadHja+omqKkTUac7vJ2rUjI2N8e///u/ExMTwpS99iX379nHs2DEWL14cxjNShMKMTmwBjEYjtbW1FBYW8tGP/iPbt/+VhQsrwx2W4gaUVb2K3f4IPW0aTh8eZP6yVy7a5hdf/Qi3fkAku9DHG0+bObLFwsLSBgAcPf385Msf5KP/4uChz2Xw4v8sJTPpwmTGGBtF/uJSardV03LkxosHWQfGOPXGxPIdgiiiNejwub3IlykspZhemSXZyJLM6R3Hwx2KQnFVXr+fg6dOcceqVTx4yyaO15+la2Dg/BqpisiSnZeJTq/j0J7pu2kmDM2npNLLb5+KwVTUP23tRrpo0ch9ccvJ1CZR42xmj70WrxxZr5vq4EmShASG5BE65e5JV17uknooURdSKOXTIreFOMrIp46LBlEg7rZFjG85hnXXKQCSPrieoN2Nu6kXx9EGRp7dizYjEUNxBvF3L0MQBHbu3IlGo+GTn/wkP/vZz+ju7ubWW29lfBIjZBSRZcYntgDp6ekcOnSIRYsWcdddj9LaWo3RaLz6joqIZIoeJTbxdyRnbOahT/RTvevibcozfk7zW2aqbbmkxJ9jYanv/HNRxhGM0o/42Vc/zT99z86cDUvor27GZHh3aIrOZEAQBIZa+y4++A2SJQmvMzLm7ihAVKvInVfIYEffBYXAFIpINjg2yvM7d7BqfhXrFy9BkiT6hoepPlPHqHXqlztTXLvomChEUUSn1+Geph5bXKnYLVbW3TfGWw2zdkbVdYlTRfFYwkYCssQfR3bQ4x8Jd0iX1C530i533vBxmuU2sqQMNqnWYglYGWE0BNHNHIJaBElmfMuxCx4ffnr32xuAviAdQ3EGntZ+7AfPYizNYnzrcW7d8zUAfvzjH2OxWACwWCz89re/5aMf/eh0noYixGZFYgswf/58fv/73/PYY4/x0Y9+hmef/VW4Q1LcAL/XQcuZZnJLci+7jVFvxai/dDVAUYSsqN/yyu8+zoNPWPjpqQ9i4ifvbvB2oQVBnBlzSBSTV7GuCqPZxKEXlfkzipnF7nSy9eABTAYDWampzMkv4L71G9h2+BA9g0ql9UhQWJLPnHml2G0OXK7pu6GpLn+e7qEqCvNioGHamg0Lo6hjVdRcjjobLjucOE4VxaaYBagQ+c3om7ik2V94TUamQWqmVF1EsVjAiHRzJbbx9ywnekkp/mErsj+AOjEGUa9FDkxc32mSzIhv179wt/TR8c+/ouurf0TQarj33ttQq9W88MLrFxzz8ccfVxLbGW7WJLYAjz76KN/73vfYvn0Pq1ffzd69ryCKs7eIxmzn8/pRqSZfEEOvddBbu4vje1fywMc9uAaWMtTWz0jnADqTAQApqAwVns0q1i+gaFEpJ7dXYx9VerkUM5PT7aahvZ3Gjg4e2LCR5fMqae7qRJZlVCoVwWAQq8NBz+CgMh93GhkMegqKc/F6vLzy10vXcpgqpngHuTkmWvt7pnR5oXDSCmrWRs8jX5dGvDqafF0afx7dhV2aqEAtIlKsz2C+sYA8XSpuyccWa/VNkdQC5As53K6+BY/svSmHIguCgDYtHm1a/FW3DYzbAZDcPhLvW8Hv/vfH2Gx2XnjhdSoqKqirqzu/7aFDh1ixYsWUxa2YWrMqsQU4ceIEDz/8MM8//zzf+Mb3+c///Hy4Q1JMkt/rQ/OeCf+TkZFYS8P2ATQbiilckEnBkjJgYrjweN8I9hEl2Zmt5q6ZT8nSOZx86xitNde29JNCEclkWWb/yRqqSkqZV1SMLMsEJQmNWo1Wo2HUYuHVvXsISEpyO9VKy4uoWjyPoBSk5mjttLdflJGNXqOlpnn2dtfeHbuMYn0mA/5xnh3bw+aYxXwsaTP17k6iVUZytCnoRA1d3iFetRym0d1DgJvnb1/NxPVRvdRIQA7figMzge89VZK1yXEAxMREo9VO/A4tFgsqlYqioiJWr159yeUeFTPDrEtsRVHkueeeIz4+nv/93//j/e+/h9LSonCHpZgEu8WBKIqkZqUy0D35qo9G7RCtB4ZoPQBGcxQJ2cmodRqG2kI/v1YRGRIykihZXk7dnpO0nmgMdzgKRcgMjY2x7fChix5PiovjvvUbyExJoaNfeW+bSgmJcSxYWklzQxunjtfh901/cSKzKQqby4nD7Zr2tqdDnjaVYn0mL44foNHTA8DvR7ezOmou2doUXJKXI85zNHp6GA3YwhxteLTIrSQHE5gjllAplrMreIAmuSXcYUWkoPXdIey63BQALBYbPp+fgoICzOaJ5TEHBweRZZnXX3+du+66KyyxKm7MrB2n+4Mf/ACv18fy5XewcuWd1NbeeOVbxfQa7BnEYXWQnBm6RbNdVgfddW20H2/EOWYP2XEVkWXBbUsZ6xuh8ajyulfcHOzOiQu35LirD8tT3JiklEQAThw5FZakFiaGYapvYKpOJFMhsj6mkm7f8PmkFsAledlmO8GvR7by9NguDjnqb9qkFkBC5oB0lN8GnqZJbmWTei0lQmG4w4pIUYtLiFlTQea/P4I+NwWfz8fDDz8BwPvf//7z282bNw+Affv2hSVOxY2btYnt3/3d39HS0sKGDRs4d66ZjRvfR329MhxxplFr1GG7cFDMTAkZSZiTYjm777RSKlRx0/D6/VjsdipLStiweAmioBTGmypOpwtRFDEY9WGLob2/lyiDkZRZdiMjTRPP++PXkqCOYYetJtzhzAgSEruC+zknNbFOtZJEEsId0rSTpSt/1htLs8j43ANELyrGP2KlqGgZ1dU1rFmzhocffvj8dmvWrAFg//79UxqvYurM2sQWoKCggJ07d7Jnzx4kSWLjxvfR26us9zZTqDVq9EY9HmXpHMV1yK8qwmlxMNQ5+eHrCsVMI8syL+7cwe5j1eSmpbOqakFIjmuOiiY/I5OUhAQ06lk3e2lSCorzsFlsOB3hGwY8Zp+oD2HSG8IWQ6jpBQ2PxK8nQR3NK5bDDPiVNUWvx97gIcbkcW5Xb0SHLtzhhFTX1//Mufu/huNE80VJ7Mjz+2l433/R852/IvmvPNfYcaKZts/9HKfTxY9+9CP27t17QZHZ6OhoAEZHb64K07PJTfEptWbNGp599lkeeugh5s1by+rVy/jRj75FdnZGuENTXEHAH8BpdxGfHE97Q0e4w1HMAEk5KeTMzafmzaPhDkWhmHZBSaKluxtBEFi3aDEJ5liOnT1Dz9CVlwbSqNXERccwbrfhD0xcGM4rKmZeUREG3bu9km6vlx1HDzNwk170CYLA0lWLyMxOZ/+uw2GNpTAjG4Bxx+yYUpOsjuXB+NXoRA3/N7QNS9AR7pBmnCBB3gzu4iH1PWxWree14DZkZseoJXWMEYDubzwNQMyaCoxlWUjeAONbqlFFG7AfOYfrbCdR8wsueQzr3lr6fvQyUQuKOPXMFgoKLt6uo6MDgLy8vKk5EcWUuykSW4AHH3yQnTt38ulPf5q9ew+zfPnttLZWo9eHbyiR4uraG9opqSym7ugZfF5fuMNRRDCVRs2i25cz1DlA26nmcIejUIRNc3cXVqeDpXMruH3lKlweD92DA3T299E1MHDB8jBpiUnctmIlapUKj89LfVsbPr+fpXMraOnupqmzgxGrBZNez4rK+dy9Zh1urxeHy4VBp8Og1+P1eens76ejr4/e4aFZu/xM1ZJ55BflcHDPETrbuqe9fZUoUpqVS3piMvlpEzfm/f6ZP1VHL2h4X9xqokQ9u2ynlKT2BthxsC24m3tUt7FAnMcJ6XS4QwqJ9M/cj74wncFfvwmAbV8dtn0TS/QYSjJJ++Q9dH39z3R/7U9oMxLRF6QRVVWAvigDdYyJ8bdOMPzHnZg3zCft/919yaQWYMuWiWW7Kisrp+fEFCF30yS2ABs2bODs2bM89dRTfOELX+AXv/gDn/nMJ8IdluIKmk43kVuSQ2JaIn0dSqVPxaUJgsDSe1ehM+rY98yOcIejUITd0NgYr+3bS0p8AjlpaWSnplGSk4vD5aKm4Rw6rRajXk9BZhZDY6Mcqz9LYWYWcwsK0Wo0jFmt7D1xDOntJNXr87HlwH6yUlNJMMdiMhhwezy4vF6ijUZy0zMoy8tneHyMXceqsTmdV4lwZtFo1BSV5HP2dAPtLV1hiWF+QQmLSubQOzLEua52+kdHcHhm/lSdZVFzMIpafj70BjZpdlZ5nk69cj8tcjs5QhYnmB2JLUD8nUuJu2MJntZ+bAfOYN1bS9DixD9kwfJWDSkf3oSztg1Bo8bd0E3fvroL9793Ocl/twlBvHz9AYvFAsCTTz45laeimEI3VWL7jp6eiSp7a9YsD3Mkiqvxur2o1WpiE2OVxFZxWVWbl5Can87B53bjtCh3+xWKdwyOjTI4Nkr12TPEm80sLC1jzYKFSJKEJMuMWi3sOlaN2+tlaGyMI3W1RJtM2JzOi3peJVmms7+fzv6La1UcPVNHSkICaxcs4v71GzlUe4rmrvAkgFMhMTkBjVZDR2t4zik2KpqSrBz6Rod5/cjsKWwTJepZZCqi2tGoJLUhNC5byBTTwx1GyAmCgKEwHUNhOsl/twl3Uw+2g2ex7D7F+JvHyHvqSXRZSQAErE68XUMERm0Y5+SgSY697HH7+vr44he/eP7ny/XoKiLfTZnYqt8ugPHCC69RUqL88UY6jVajVEZWXFbJsnLy5xdx7I1DDLYrxeEUissZs1rZcfQI2WlpWOx2bA7HRTPwJFnG6pjczaHB0VFe2r2T5fMqWbdwMXMLiqhva317+LOEPxAgKEk3fiJh4HZ5ANDqNNPedpTByP2r1uNwu9l96vi0tz+VNsUsJCAHOepsCHcos4oMs2Z+7eUIooCxNAtjaRYEJca3HsM3MH4+sVWbTagrLj9XtrW1FY1Gw5NPPsmbb755/vH3ve99Ux67YurM6qrIl/OVr3yFqKgofvrT35KZOZ/G7m0Egsr8zUgkiiIqtUpJbBWXpDPpKVtZQdPRejrr2sIdjkIR8WSgs78f6yWS2lDwBwLsqznBlgP7cbrdrK5awGN33MmH7rybD999L/esXUdZXj7CDFuOyGh6p/rw9MddnpNPUJJ4+eBuHO7Z06u5MqqcUkMWW63H8MrKZ3woiQgIYfhbnQr+YSvDT+9G8l264rHrXBfjbx4j6YPriV5cfMVjSV4/Q3/cgSAIFBYWkpOTg043UUE6KyuLr33tazz//PMhPwfF9Lkpe2yjoqKwWq08++yzfP/736fmxAmsrj4WF39kxn3YznZq7cSfqJLYKi6lZOkc5KDEuUNnwh2KQqF4j97hIXqHh4g2GomLMSMIYDIYSU9MYmXlfMrzC7C7nMTHmBkYHWHPieMRW3QqKSWRxSsWMNg/xPDgyLS3H5QkREHEpDNgCcysKsgmvYF4XRLjQQdmlZFkdSynXG2sj6lkvrGAffY6Gj094Q5z1umR+1kiLOAx9UMMySMcClbjYGbOe/f1jzHy3D5GnttH3g/+AX1O8gXP2/afQZMUS8IDq656rJ5vPYPz9Ls3wX/4wx/yj//4jyGPWRE+N2ViCxM9gY888giPPPIIlQUPUdv2PC7vKCZ9YrhDU7yHRjsx7CugJLaKS0jKTqG3uRu/UjFboYhIdpcLu+vdXsb6tlYSzLEsmjMHQRAQBIGCzCz2n6whEAyGMdJLW7JyAcVlhYwMjXJkf3iGAZ/paCUvNZ27l6/htSP7sMyAJX7UoopVFfMpysi+YJ1QgPUx8/FKfrZajnHK3RqmCC+03FTGYGCcNu/sWP+8Xx7gULAaEyYKxFw2qtbwSnBruMOaFNO8PAxl2bjPddH+2Z+R8sTtxN2+mKDdzejz+xjfdpzYWxciqK4+CDXpQ7cQtbCT+u8+TXx8/DREr5huN21i+15enx1RUGHQxoY7FMXfeCex9V9mCIri5uZxetDqteEOQ6FQXIdRq4Vthw8BUJqbx8rK+ZTl5VPXElnLdBWW5FFcVkj1wRM0nQtfAubxeXntyD7uWraGe1esY8/p43QORnY9geXl88hPy+RQfS0nkzqZY8hGLagIyhIiIvWeTqzByOhBVKNiaVQpJ5zNsyaxBTgpTVQFDuCnUMwPczQ3JvurH6L9n36Br3eEwV9tZfBXWxG0amRfgKjFxeiykxn87TZ8/WOYKvKIu20xgkZ10XEMBWkYCtKUpHYWuynn2P4tu3sAkz4JUVTy/Ejzzp1eaYYWHFFMLbVWTcAfeb08CoXi2jR3d9Hc3cXSuRUsmlMe7nAukJAUjyRJYU1q3+Hx+Xj18F76x4a5bfEKVsyZhxihU6fS4hMpzszhdFsTZztacUhuqp2NHHLUc9TZwGFnfcQktQICt5kXoRZUnPPMnire72UUjHiZ2aOaRK2a3O9+HPOG+ecfk9/u8HAca2LwV1uwH21EcvsY/N122v/lV7hb+zl3/9cYfelgmKJWhIOSyQEmfRID4/VIUkBJbiOM7+0hptGx0VhGLOENRhFxYhJjlUrICsUMFgwG2VdzApfHQ3l+AZ39fQyPj4c1pqiYKKoWVZCTn0Vbc0dYY3kvn9/P9uNHKM8tYHlZBSnxCeysqcbmujBJlGXwjCbiGkkGSQAEdHFjmFL7mOpcOD46hs2LlzM4PsrJlsapbewGaQU198WuIE+XymuWo4wEbOEOaUqkC6l0St3hDuOGqQw60j99Lykfvw1vxyCejkFEvRZddhK6zCREnQZf3yjt//JrBFGk4wu/nNgv2hjmyBXTScnigMSYApp7dzDu6CYh5vKlwRXTz2F1MNA9yJyFZXS3zPw3ZkXo6Ix6dAYdthFruENRKBQ3qK6lmYykZO5Zs4769jbOtrZgc05/r15snJlNd67D7w9wZP8xWps6pj2Gqznb0crg+Ci3LFjK+9du4mxnGyebG/D4fQT6y0jXLqRikURKlh+dTmZ8VEXdUQNHd8tI8XUklNeh0oS+bkWUwcgdS1dhd7nYdvxwRI+00gpqHk3YSJwqir+O7aPdN3uGIL+XiEAM0Ywzez4nVQYdxrJsjGXZ5x+TvH5cDd30fvc5BLWIp23ihnfWf3yQqIVF4QpVEQZKYguoxIk5erKsDGmMRGePnWXjAxsorSqh4WRk3wFWTJ/Y5DgAbMOW8AaiUChumNfn49V9e5hfXEJ5QSHl+QU0d3exr+bEtFVL1ul1VC2ZhyRJbHlpO74ILlo4YrXw/L4dVOQVUllQwpyciTmUnY0GcorcnD1uYNfL0fi8AsnpAZbd4uSWByTqa8rY9nwVNs0ZEitOodZ7QxJPlMHIPcvXEAgG2VJ9AH8gsutiVBrySVLH8NuR7QwHZk/S97ckZMawkChE/pxSOSjhae1DX5RxTSuUBCxO+n/+Ou5zXQRtEwXq1ElmgmMTxdXynvoE+vy0KY1ZEXmUxBYIShPDXdUqfZgjUVzKUO8Q9SfqqVxRydjQOEO9Q+EOSREBErOT8Tg9OMYjv0KoQqG4OlmWOdnYQG1zE8U5uayYV4nX5+NIXe20tL9m4wpS0pKoPngiopPadwSCQU62NHKus53irBwkSaKv3cCLbxiQDaMYkweQtSo6e80c/mU8WVHlrNkU5HPftFBXXcgbf5mP23SGtMWHEVST712NNhi5e/kaJFnmtcP7cHtDkyyHwkcSNtHtG2Gn/eQFj0erjFiDrpti/dxOqZtKsZxmoY1eOXKn7rjOdtD1lT+S8vhm4u9ehuQPMPTb7dirG1DHRYMoIPuDyP4Asj9I0Ome+Nnrx1RVgKEsm5GndwNKUnszUxJbQKOeWHjdF4iMYgaKi9UeriMhOYGVt63gzWe2IY15wh2SIsySslMY7hoMdxgKhSLEgpLEufY2dBoNi8vncuJc/ZT3AOoNelLSkji09yhtzZ1T2laoefw+atverigtQEzZhc9ro+1AD3apjj++MId0zSJuf7+HL35/hBP789m7Nx5jxRuTSm7/Nql1etw3fkIh1OYdYGV0Oe2+Adq87yZ1TZ4eyg05fCLpDo46GjjiPId/lo7aOyqdIFGI5w7VLfwp8BxuIvP6SQ5M/P0NP7MHXV4qQ79/C2/nILG3LkTy+EAQENUqBI0aQaNC0GoQNGqG/7gD58lWnCcnirxlfeUxJam9iSmJLeBwDwPg9duQZQlBUIpFRxpZljm47RC3fWAzS29ZyuHfvhnukBRhpNKoiU9L5NTZY+EORaFQTJFx+8RojL9dB3UqRMdEATA6HN7CVVNJEGUS5pzF5W/kF79eSH5cOXd8wEHVCi0N9XcTmz6OTqNFp9EgyTK9I0O09vXQO3LpUVLRRhN3L1sdsUktwD5HHaWGLEr1WRcktj3+EX4x/AbLo+aw2FRCmiaB3fZTs3JYsoTE9uBuPqx+hFKxmJPS9IyAmCzJ5aXry79Hk2Qm55uPYyhMv+L2cbcvwrLzJPYDZzFvmE/U/IJpilQRiZTEFjAZkjCbMjnXtYVhSzOVBQ+hEjXhDkvxN7xuL4e3d5JVNA+XVIZRPBfukBRhkpiRhKgSlR5bhWIWc3smepbiY2LoHxmZ0raiok0AOOyzf+SWShMgZeFRLK46fvjUcubk5pFV0Y0mzs2ozYrX70On1pCZnEpZdh5HztVxurXpgmOkxiWwccESgpLEq4f34vJEZi+gQdQRozJiCToues4nB9hrr6XW1c79cSv4cOIm9thOc8rVRoDZ1Xvrx48A5AnZnCQyE1tBO5GSxN+3gphVc9HnJCOoL16L9m+pDDoS7lpGwl3LpjpExQygJLaAQWtmaenHGLY2U9v2HAfO/BiTPglJ8uMPuvEFXASDPlQqLVq1kbjoXJJiioiLzkWt0oY7/JvKyUNprL/Xz+iqDRx5MZ7MpKOoVJFdpEIRekk5KXgcbuyjs3N5BoVCAUPjY1gddkpy8qY8sc3Jz8JqsREMzq6E5ko0Rhfpq3diASwW4NTfbFBfy6LiOSwrqyAhxsyR+jo8Pi+LSuYwv6CEgfFRdtQcjdikVi9oeThuDQE5yEnX5dciHg/a+cPIDjaZF7Axpop1MZWMBeycdLVccb+ZREJmUB4mQ0yjSq7gpFQX7pDOC7q8DP9pJ+PbjqOKNhC1oBBDgTKUWDE5SmL7HknmIhaXPE7/6GncPisqTTRmtQGN2oBapSMQ9OHxWRm1ttIzfBxRUGHUJaDVmBAQcHiGUYkaMhIXkJFYhVatrJ0VavFJh/njDz/AY/9opWhuKW89Pw9H16uYo3rDHZpiGqUVZjLQ3hfuMBQKxRQ729rKsnmVnOtoY3B0NOTHz87NpKAkj4ysNPbuOBjy4890x5vqsTrtLJ9TyaO3ZOHxetFptVQ3nOV0ayPTU6/6+hlEHY/EryNaZeTp0d24pSsXtAoQZKv1GIcc9RTrM0jXJHCbeTG2oItWb+QWXLoeLwe3sEZeTpU4j1qpnmAE9Eq7Grrp+8GLBK0ukj90C3F3LEHUKqmJYvKUv56/EWNMJcaYesVtZFnG5R1jxNaC2zOGL+BEkoOkJ1Ti8dlo6dtNa99uUuPnkp+2FqMubpqin/0MRitez5/46b/dxur7DDzyaTedzXfy2k/rSYs9MOWLzyvCLyouGnNSLGf3nQp3KAqFYorVt7WSn5nJ+oWLeWHXDgjhxXheYTYr1y1jsH+Y6oM1dHcoN0gvpbm3m86hAfJS00kyx9HQ1cGIzRLusC4rUW1mU0wVOkHDn0d3MhK49pE91qCTY86JYdciIhWGvFmT2AKcls4wVyxjrljKaels2OKQvH6G/vAW428ex1CUQfZX/w5tqnKtrLhxSmI7CYIgYNInYNInXPL5ksxb6R09RdfQUfrHzpCdvISCtLWoVbppjnR20umdZJj+zN4/LWHv62v47LdGSC1fhKftDAa9JdzhKaZY4aJSAv4Ag+2z52JDoVBcmgzsOX6MBzbcwu0rVtHZ2MnwwAjjY5YbOq4oihSVFjA6PMZbb+wOSayzmc/vp7G7k8bu0FSMjhYNgIBdcoXkeO+oMOSx2byQ8YCDv4zuxiJNfs70CVczjyZsoMs3RI2rJYRRho8VO3VSPSvFpWjRckw6efWdQkxy++j86h/wdg6R/NhG4u9ZjqBSirYqQkNJbKeAVmMiL3UlWUmL6Rw6TPvAQQIBN+W594Y7tFlDEGD+onbKbi2mu9XAWFc3iUpSO+uJKpGCBcU0VZ8jGAj/MCqFQjH17C4XWw8dYP3CxSxeXoUgCPT3DnL88EmsluufZx8VE8WKtUtISIxj59Z9UxCxIjU+AaNOj0pU4THIGEU9ieoYEtTRxKtj0IkaapzNbLOdCEl7alRsNi9knjGf0642tltP3HABqC7fEDXOZtZHV9Lq7ccanB2FxQ5Jx1ALahaJ82mSWrEyfbUqZEmm70cv4+saJucbH7lqxWOF4nopie0UUqu0FKStRZYluoaOkutZiUmfGO6wZjxRFJl7y0KKlpcz1jvGjqfriRUipxCCYupoDToEQWBEqYasUNxUhsbGePatbZjGZdKzUlmwpJI7H7iVhrPN1Nc24HFfeQ7lO3R6HXfcewter48dW/YwPBj6ebs3u5LMHNbNX3TBY27Jy2jAzlDAyjlPN6MBG4N+S0ja0wgq7jIvo0CfxuuWI9S5O0JyXIDd9tMU6NO53byYZ8b2hOy44RQkyL7gYXLUmcwTy9kvHZ7yNl1nO3E1dIEkYz9yjswvPqwktYopoSS2lyHLEyURhMtM2pTkIB6vFYMu7rLbvCMjcQF9o7UcOvszUuLLSYopJCGmAK3GFPK4ZztRJbL6zlWkZKRwZmcNzYfPYpBluHpFeMUsoHq79H/Ar1TCVihuRpIk0dPZR1/3AGUVJcydX0rJnEI6WrsZGx2nt6vvikv25BVko9VpefX5rdecDCuujVajYdXc+WQnTdQp2X7iCJ2D/YxUTe3vudJQQK4uhT+O7GAwYAnpsX1ygK2WY3wgYR3zDPnUuttCevxwCRKkReogX8yZlsS257vPEbROvC4THlhJ9NLSKW9TcXNSEttL6B+ro679RQCWlT2JVm3EH3TjD7jRaaIw6RM53vh7LM5u1Co98dG5mPSJiKIap3uYrOQlxEVlnz+eQWtmZfkn6R6qpn+sjoGxid7FGGM6iTEFmKOykOUgwaCPoOQHIMqQQowpHVFQ5h2814rNK0jOSObQ0zsYVuZY3nTeSWjVStVEheKmJkkSZ0+fo7mhlcKSfPKLcsjNz2Lh0kp2bdvPQO/FozoEQUCSJAASEuPp7VY+Q0IlymDkrmWrMZui6BzsZ3B8jI6BvvOdBFMlT5vKmugKmr29IU9q39HuG+C0q42NMfNptY/gVM+OZeY65E4qhXISSWCEqR25oI41nU9sYzdWTWlbipubcnV4Cb0jp85/39y7g1HbheuYpcaVE2VMweLsRiVqGLI0XPC8LMsXJLYAKlFNbuoKclNX4PU7GLW1MmJtoXv4OG0D+/8mAgGQSTKXML/g4av2CN8scopzyCrIZN8b+xlRktqbkt87ceNHrdWEORKFQhEJfF4f9bUN1Nc2oFKp2HDbGjZsXs3o8BjVB2uw2ewEA0Eyc9JZvnoxOr0Oh93B2Kgl3KHPGmnxidy1bDWSLPP6kf30jgxNWVsqRFZHV2BWGdEJGgr06bR7B3jTemzK2gTYZTuJaTCHe/z38vzhPrzr9iKoZ/bIoT55AK/sJU/MZkSa2sQ2MGo//70mLX5K21Lc3JTE9hIWFj2GL+AkEPQQlPyM2lpRiRqKMjbS0P0mA+NnqSp4BKd7mHFH5/n1bE36REyGRDISF1zx+DpNFOkJlaQnVCLLEh6fDVHUoFZpEQU1shxkYLyeMx0v0TNynKykxdN05pFLo9OwYHUVnc1d9Lb1otSXvjlJgSBSUEKj04Y7FIVCEWGCwSB7tu+nsDSfiqo53PnArQSDQU4dP0NCUhw6vY5tr+1iZGh0ynsSbxaZicmsmbcAb8DPSwd2Y3dNXYElg6jjobjVpGjiGAlY8Ur+kM+pvRyP7Oe517x8+F49n3p/Mk//+Enqei1Ef+O3iHr/lLc/FSRkOuUeCsU8TkinkCa5KrEclPC09eNp7UOWQVCJCKIIKhFBJSK5PAQdbgCilpQonTWKKaUktpcgCAI6TRQ6TRQAi4o/zKmWZ2jofhNR1FCWdTtJscUkxRbjD3pQi1qESQ4ZFgQRgy72bx5Tk54wD4uzm8bu7cRF5RJlSLrR05rRcopy0Oq1nNxfE+5QFGGkjzIgqkR8HmVunEKhuJjfH+BcXROtTR3ExZvJyc9m4dJKDu2tJjc/G5fTpSS1IbRu/iIcbhf7j5+c0qRWhcj74lYRq4rij6M7GPCPT1lblzMetPOdzxbzyKfGePxfRtm3JYqdf95E8se2THssoVIn1XOf6g42qtbwVnDvde3rbuph5MWDuOrakVxeEIWJr4B00bb6wnSil5cRt2lhqEJXKC5JSWyvQXx0Lusq/xmP34peG3vBvFeNSj9l7ZZk3krfyCmGrY03fWLr9/kRRRG/b2YP/VHcmLTCTCRJUtawVSgUV+Tz+hjsH2Z8zEpuQRYVVXMIBiXcLk+4Q5tVtGoNrX29jNqsU9rO7ebFpGni+fPorrAktQCazGG8ycO81NhK67lyHnrCRlZ7Dn99fTVRd/3tlLKZYUAe4q3gHjarNuARveyXjlx1H/+wlaE/7sC2/wy67GQS7luBsSIPQ2E6wtsFHmVJhqCELE18iVqNslatYlooie01EkUVRt30zguQpCCSHECWZfrH6hgcP4dWbSA2Kpvk2FLUqptnQK7bOTGMRW/U47A6whyNIlzSizIZ7RnG7/GFOxSFQjED+H1+2ps7KZ5TSMOZ5vPFoxQ3riQzB41ajcvrntJ21kbPo8KYxyvjh+jzh295pqhVZ4hadQaA1oGz/OSnm3niYwEe05fz560yptsPhC22G9Eqd7BXOsg61So0goa9wUMEL7EGsOT2MfLiAcZePYxo1JH2ybsxr59/yYRVEAUQVQjKkhWKaaYkthFMRkKrNtHStwuAaEMKLi/0jNSgVZuYl/8Q8dE5YY5yeojixBunclFy88qrLCStIINjbxwKdygKhWKGWLV+GTn5WTSda6Gm+nS4w5kVBOCOpavITEqhta+b1r6eKWlHROQO82IqjHnstJ2k3tM1Je1cD9mvImiJIjBiptfq4ql/LuCfnxpkuXohR5vbMBT1hTvESTkrNeKXA6xXrSJFncTRYA3NdJ5/3tszQvc3/0JgxEr8PctJeN8qVIabp3NFMXMoiW0E06qNrJn3T9icvdjdg6QnzEclqnF7LZzpeIUTTX+gOHMT2clLJj3Hd6aIMkchSRI+pafuppScm0rV5iW01jTSWTc71hFUKBRTS6VSkZWbgdvtofqgUp8hVHJS0slMSmFr9UG6hgampA29oOG+uJVkaZN4ZfxQRCS1nnPZDH3vAxc85gJe+6OZxWudLImawxn6kSdZhCncmuRWxgLjLFct5nb1RlKo40DwGJ7OITr//bdo4qPJ/+H/Q6tUNVZEMCWxjXCiIBIblUVsVNb5xwy6WBYWP0ZTz1s09myjZ+QE+amrSY2fO2sT3KzCTIb7Rs6vY6qIfFqdFp/3xm9E6E0Glt23msH2fk69dTwEkSlmEp1aQ0ZCMlnxyRh1ekRBQAYGLKM09XXhmOJhkIqZS/32fD+PMq82pGKMJtxe75QltUW6DG4zL0IlqHhmbA/dvuEpaed6CTofYpQL2a9Gmz2IaU0tceXddHm0ZCblsCqpgGL5LnYE92JlZq51O8IYrwW3sVCuZJl6EUdGDtH9jT+jSTKT842PoDJNXV0ZhSIUlMR2hhIFFaVZt5EWX0Fr/z7qOl6iffAg8/IenNZCU3ZrCn2dVQiiTFb+EQzG0BeQSEpPIjUrlQNbD4b82IqpkV2UzaINi3jjD2/gdd9YBeOqzUuQAhLVrx1UqplOE1OMiYplFdQeqmWM6V/KQgDyUjKYl11IWmwCgiAw7rRjdTkIShIqlYqFeaXMyczjz/vfnKH9I4qpJqpERFFU1qwNoURzLAuKSukYDH0BP4Og5VbzQuYYcmj29PKm9TgOKXJuXOnyB8j84U8ueMyQOFEJ+jSdDATPcYtqLQ+r72NX8AAt8swdXSQhEZSDdD31LMgyWf/xQSWpVcwISmIbgVr79jBkaSAraTEp8eVXrLxsNmWwoPARrM5eznS8zNGGXzEn+y7SEuZNS6wNp+/DYDQQCAicOZZH+cK/YowaC9nxo2KiWLZpGcN9w/S0Ts08HkXoDXQNgAzlS8qp2Tv5IYAJmUlkFGdx+KV9SsGoaWSKNpGSlcIdH7qDms4mTnU0EZAuLiYSaipRpCwjl8qcIszGKHrHhth99gQ9Y0M4PBde4CZGx/L+5Rt539L1DNnGOdZ6DrdPWQZK8S63y0PDmSZK5xbTWN/M2Eh4qunOFilxCdy+ZCUWh41DZ0+F9NiJ6hgeiluLTlTz6vhhzno6r75ThBmUh3k28DLrVSvZpFqLP+ijU5551y2xmFksVlF9fAu21i5yv/k4moSYcIelUFyT2TludYYbsbVidw9S3/U6e08/RVPPW0hXuag0mzJYWvoEybFl1HW8RH3na0jBqe1pkWXw+wyk5wb4/HeHMcXoqTn4Udoa1hIIaG/4+AtWV3Hnh+5AliQObT8cMb11aq1yP+hqfF4f9SfqKZxbiN44+bu8WWW5uKxOehvDP7/qZjLUO8Qbf3iDptNNLMwv4ZGVm0iPS5zSNrVqNfcuWsOq0vkM28Z57shOXjm+n4a+zouSWoARu4U3ag5ic7soSMnk9vnLEQVhSmNUzDx1p84BYI6NDnMkM1tKbDybFy2na2iAN44ewBcI3bSgLG0SH0q4BZ/s5zfD22ZkUvuOAAF2BPfRLw+yUJwf7nCum3/ExjrLAizWIZ759r+Q+YWH0OelhjssheKaKVfoEWh+wQfoHDxEx+Ah9NoYOgYPEQh6mZNz1xX3U6u0zM29j7joHBq6tjB+eIA5VY9iME3NBakgQNHcLZyruYvfPxXHP/1/wxzcZmLbXxcz3D+X3OLdJKfXM9lrzZySHLqauji+9wR+3/QPh3wvc0ocGXNySS/LISYpFp/bi33Ein3EStuxBiz94VuCIFIZo4wEAgGCgcn39JmTYult7g5hVIprFfAHqD1US427iw1zF3Lb/OU8d3gndo8r5G0JgsDdC1djNkbx4tHdDNmurWetc2SAzpEB0uISuX/xWv5+0wNsO32E1sHekMeomJnSM1MAGOiLjHmaM1VmcgqiKLLn9PGQrk6gQuQu8zKG/BaeG9+HT575dTRkZLrlXhaK88kWMuiSZ8b7kSzLNH78B/yxcBfWsSGi71hA1MKicIelUFwXpcc2xHqGT9Dat4fB8XOTPoZOY6IwfQNGXTwu78Sw3p6RE/gDV59rIggCmYkLWFL6cYJBLzUHf4R1vGPSsVxNUmoTFYufoacNfvBviWy4185Xf9nPnEXQWHsXrec2TOq4KrUKvUFPf9dA2JPaBXevYOPf30v+4lLGe0c4/vIBmg+dwTFmIyE7mfVP3EXlHUvR6G68l3q2iI6LprCikLPVZyf9/6fSqEjKTmGsbyTE0Smuh83tZOvJw3j9fjZXLkMlhv5jw6jVk2KO51Bj7TUnte/VPz7Ci0d3M+awsaJ4HmZjVMhjVMxMKpUaWZYJhLCH8WYUFxWDx+cN+ZJ7hfp0YtUm3rQdnxVJ7TtqpXoG5SHuUm0mT5gZyzL6BsZBhs7mWiyjA8RurAp3SArFdVMS2xCr73qd1v69nG77K/2jtZM+jiiqWFr6BMtKn2Bp6RMsLv4IGrXhmvePMaayYMU/YopJ49zJP+PzOiYdy1Xbiutj3tI/MT4Mv/1ePHFJQT7xpVFu/4CVvs5FBIPXPzAgGAgS8AfQ6cObLJasnkdOVREnXz/EG997lhOvHKDrdAuNB+o48fIBdvz0ZWq3HSN7XiGbPnU/eQuLUamnd0FyIQKHX1aurMRld9Fc2zzpY7xzo0CZWxt+3oCfbaePEB8Vwx3zV6BWhfZv3Ol14/S4byghHbCO8XrNQQJSkPctXU9ZRm7oAlTMWP29A/h8flasWRLuUGasDVWLKUjP5ETT5G/YX068KgaP5GM0MDOrCF+OHz+vBLfSLneyTrUC9QwYIKlNjj3/vaAWlWV9FDOSktiG2Ly896HXxgLg8dtv6FgatZ4YUzpmUzpx0dd/x0+t0VM2/1FkWaLh9F+Q5dDeaX0vo2mc4orXOFNt4tXfm2lr0HL4LQNRMSOI4uTuwrpdHgxR157MT4WAL4Asy4x0DiJf4k61LMu0Hq3nrZ++xHB7P/PvXM5tn3uI8lsWYjCbpiwuc4KZuUvncsv7b+GhTz7Ew59+mAf/4UHu/sjdlC8pRxvG3uOswiwy8zOpPVSLFJz831xSdgqyLCtrF0eIEbuF12sOkhIbzyMrNlGelU+cKZpogxGd5sb/3vzBwA3PkXV4XLx4dDedw/2sL1/IA0vWkRgde8OxKWYup8NFa2M7yalTO0d8tkqLT6QoI5v9dSdp7g19rQNL0I5e1GISZ2fF3QPBo+jQsUG1GhXTe9P7egkqkbjNCwAo+J9PhDkahWJyIv8W0gyTGj+X1Pi54Q7jPJ0+htLKR6g79mu6WnaSU7RpytpKSG4jp/AA255bxbbnzBijLFQs/uuk59iO9I+QU5zLmeqzYVu/tv14A8UryslbVELtm9WX3c5jd3HsxX2c3VVD/uJS8haWULy8nOGOAQZaehls7sE+cumlkPTRRjLKckjMTUWtUSMatYiiiG3MxujgKJ1Nnfi9E8N5RZVIxbIKSqpK8Pv8DHYP0nGuA0mSUGvUxMTFULaojNIFpbSeaeVM9RkCvqn/3Wl1WkwxJtLz0pm7dC5dzV10NU/+Iii9KIul96yi7VSzMhQ5gvSND/PckV0sL5rL6tL5FySiVpeDQcsYHSP9tA72XlexN5POQIzBhM3tvOEYvQE/O88cp763gzWl83lw6Xr+tP9NZb3bm1h8YhxDg8r7yGS88zoet09Nj2q8Ogav5Mcjzc4bmHYcbA/uYZNqLQ+q7+FY8CRtcke4w7qI5A8w/NwBxnecInb9PPQ5ydzAfWmFImyUxDYCeXwTHyB6bWjKq8clFpKVv47utj1k5K5GrZm6O6M5RYdITj+H1xNFVMzQ/8/efUdHVXUNHP7NnZmUSe8JSUgntEDovfcmRRAFpVlRsH5i11dFERQBG4gFURFsFOm9994SWkhCSEJ6n0ym3e+PvER5pSaTmQTOs5ZrJZM75+zEkJl9zzl7o1JXvv3GiX0nGPBwf3oM605C3EUSTicgm6unMrKbnycthnTEXmOPyWAiLz2H3MtZFOcUoC0owdXX47bG0eYXc2rjIeK3HSM4Jpw69evSqFszmvRuRUl+MbkpmZRpdei1ZaAA/8ggPIPK+w5nJV2hrESHwaBHlmXcvdypG12XmLYxXDh5AZWdioCQAJxcnTix9wRnj5y9bvJwct9J6jWtR73YevjX9WfHyh1oiyxf8OeqkHohtOnVBklZvgHk9IHTnNx3skpjtuzfluTTFzmybr8lQhQsqEBbzLrj+7BXqfFycUehAEc7e/zcPAlw96J3nTYUaEs4fDGeM2k3rm4qKRR4OLkQ5htIk5BI9CYj569YrjVGel42RxLP0qtJa8zI+Li442hvT1putlVaFwk1g1KpxMfPiyMHKn806F7WMrohxaVasgvyLT62t8qVtk4NOFWahIm7N4u6KCfxp7GIDsrW9FP1IN2cwXLTGsw2/p5lWUafmoP2XCrZf+5GfyUXn+Ed8R3Z2aZxCUJViMS2htHpC9lxchYA3WJfuWkP2zsRULcNKRe3kpMZh19gc4uMeSOOTnk4OlW9X6C2SMuOlTuJjq1Hi87NCQytw87VuyxSvEJtb4d/vSDcA7zwCPTGu64fBRm5JB45h9reDo9Abxr3aI5SXf5P5PSWO+vFajIYSTpyjqQj55BUSnxC/fGPCsLV1wNXPw/sHe2RVEoyL6aTcCCeK+cvV5wl1Xv8/f/cQeNATNsY6sXWQ1usJT87n12rd1GYe+O752WlZZzcd5Lkc8l0HtSZ3iN7s3PVTnKu3Lxys6SUkM3yHa201a1Xl7Z92pJ0Jolzx86hLdZSVlr1XqJqezXZKaKKaU1WZjSQlvf3/6ML/01KvVzcaBFWn+6NWxIVEMzW04cp1pUiKRQEevoQ4h2An7snXs5uqJRKjCYTpy9f5FjSefRGyxaKu5ybid5oYGS7njja2QOgLdOx59wJzqWLatv3Ao2TI0qlkvzc6++YEW5OlmWOJ5zDYLL8zp/eri0oMBWzpeioxceuabLJYYVpLUHmAAYq+9JSiuWAufI93qtKe/YyKZ8uw3Cl/L2apmEwEVOewCHE12YxCYIliMS2hrFTaZAUSsyyiQNnvqNN/cdRKat+fs3B0QNXj1Cy0o9Xe2JrSRmXM8i4nIF/sD/dhnQlOCKI5EpucZVUSgLqBRPcOAy/qCCUKiXFuYUUXMnl4LIdpMYlY/5HaxqFJOHg4ohBp8dYVvk33GajiYwLqWRcuPOS/zqtjoNbDnJwy8E7fm5hbiEbf9tIxwEd6T6sO0d2HOHi6Yv/Slw9fT1p2qEp3nW80ev0HN99nKQzSbccX6FQENshlssJl9m/0XIrqyo7NQpJEkWjaqmcogI2nNhPfGoi3Rq14MH2vTiRfIEGgaE4OThSVFpCal4259IvkVWYT3ZRPkZT9ayglurLWH1kNx3rN+X8lRROp1ykb9O2dGvUktTcLPTFumqZV6g5tNpSjEYjsS0bs3HNtiqd+78XqZQqAr19OZWUYNFx1QoVQXY+bCw8gkG+d3ZQXJbTOWw+RksplgRzEjnk2iSO7BX7UCgUhLz1EJoGwSid7s4zzsK9RyHfxvJMYWEhbm5uFBQU4Opqme2xwo3t3r2bjh07AqDRaNi/fz+NG1f93G6XLl3YtWsXOTlnqzyWLaw6qibA3UyLsDt7ESwqhQsZShIzJfQmBZ5OZkJ8zNT1MuN4D3ToMZnhcKKSi5lK3BzNxASb0NhDSRmk5EhcypFw18iE+5rJLlJwKUeiU7SRQM+b/2lIzVOw84ya3jEGPJ0tt0XcYISdZ5WE+ZgJ862ereeW1uK7v2wdQrWRq1DvxE5S0d2nKYGOXujMBjZmHCGzzLYrZ4PrtCVU48eXCavwKHXELJsp0t9d529Nd/HfNVUl/lfV8wqiX702LDmxhYySqu8mqi4Gl5r39665VySd/WL46sxK9ObKrdqO77/lX48pzI54Xp5JkdcP6J1uXL+ipnsmcPYdP8dkhlVH1NT1NtMs1LpJvV6v5+GHn2bjxu307t2b9evXW3V+QaiMO8lDxYptDdShQwf69OnD+vXr0Wq1xMTEcPz4cZo0aVKlccvKqr5F1FYMJigzgIP69l74zTKk5ym4kKEkPV/CTlWeuEX4mXCxbaFlq1NK0DrCRISfmWPJSnadU1d8zc2x/IU1yt+MpIAofzCaFBxOVOHnZuBGnYtkGc6lK/FwMls0qQVQq6DMoCCjQCLM9965k3830puNrMs4jFIhYZZlZGz/xj2xJINolyBerDe04rFTWYlsSrTdtkChegW6+qAz6snTVV/bu7vVuYJUugfE0tA9hGO5llu1laVSTKpMVGUhtTqxrQylBH7uZq4UVH+rvuTkFP7zn4+JigrH09OdadM+o7CwiFatWvHnn39W+/yCYG0isa2hli5dyujRo1m/fj1ubm54ela9n1hWVhaOjrVnu4nJDHojlJQpOJyoxGCChAwlaXkS/u4yDQNNKKXy64p1oFZCQamC1FyJy7kSOkP56mzrCCN1vcw3TNLuFV7OMt0bGiksVWCWwU4l42R/7TUKBTQLNbL2uJr9CUraRJiu+3M7fVkio0Cic33Lnom8KtBT5vwVCbPZhCSaktV6pmpsNXanThQkkl1WgI+9G9qCUuq6+tIioB7Hrlwgu/Tu6qUplAvz8Odcdgp6U/X8vbqbFRtL2Z1xmi7+MeSVFZFckmmxsQ32F7ArbYpWXgYK23Q+sBV/N5mkLCWleqp159imTTtZvnxtxed2dnbMnDmTF198sfomFQQbEm8ZayiNRsOyZcvQarWkp6cTFBRU5TGjo6MpKdHy4YezKS62zZ1rg8GA6b/n6RISkti5c1/F1z755CvWrNkMwPZdR/j894usOGzHplNq8koUONlDkJcZZweZ+FSJtcfU7D2vZNlBNWuP2/HXETu2x6tJy5eo622mV2MDvZsYCfcVSe1VCgW4aWQ8nP6d1F7l4gjtooyk5UlsOqUiJac8EQbQ6eFIkpJTl1U0DjZSx6N6VuDqepsxmuDgRaVoOSBYXJoul+MFiSQXZKAzlp/lbuQTio/GzcaRCdUhX1dME/8I3Oyrr7f43Wx/9hlSSrIYEtKeOo5eFhtX57oJyeSOfXF7i41ZW/i7mQGZ1LzqfRs+YsQgAIKDg5k3bx4FBQUiqRXuaiKxvYf06NEDgI8//pKmTbtbZMzSUh0nTpymtLS8CMvu3fv54YclFV9/4omX+PHH3wA4duwUvr4NiYsrP+O7ePFSnn76lYprDx48ysWLSQCYncLxr1ufpoFF9Gxs4L7mBgY1N9A81ES7KBN9mhjxcjFTWKogyt9M94YGOkUb6NPEwKBm5dd51cDzSrVFsJdMj0ZG1ErYfU7N8oNqlh9S89cRNYmZEjHBRhoFVl/G6a6RaRNpIilLYukBNdviVORrq3/blnDvOZWVSFx2Mg29QxnduCePNu1H6zr1USrEy+PdQAG42juhNxkwVPKM6L3OLMv8dWkvV0rzGBbaAR8Hy9wAMqmvoNccRFPYF+R7awOhgx0EesicTVNSHV0MzWYzixb9QePG5a173n//fZ588kkcHGrPrj1BqIx76y/JPe65554jPz+f/fv3s3HjRgoLi3B1dQEgP78AhULCzc2F7OwcNm3aQb9+PXFzc+GPP1Zy/Php3n//VQC6dh3CoEF9eOmliZw5c57u3YexfftymjRpxK5dB1i3bgvjxj0IgJeXBxpN+aHW0NBgvvhiGgEBfgBMmvQoEyeOq4jv11+/Acq3FheYfIj0M9Ggrj1c51yem0amXZQ4f1mdPJ1lejQ2klusIC2vPKm0U0Gojxk7K/zlCPUx4+Fk5kq+REKmkg0nVLQIKz8rLAiWUmrUs+HiofJ2RC7eRHoE0qZOAxp6h7Dh4iHSim/eJkuo2ZSSEmc7RxLz0tEaam+dCVszymaWJe/mwbCudA+I5dfE7RYZV+u2Bvf0ljgUd0Tnss0iY9YWDQNNbDylZt95JbEh5UUdq2LXrn0899ybZGfnUlKixWQyVWw9Hjt2rGWCFoQaTtySvoeoVCref/99WrVqBcDo0RMrvta+/QDmzl0AQEpKGhMnTuHSpfI+jwUFhWRk/N2vcvTo4bRtW94yKDo6ki1blhIZGQ7AK69MZuvWZRXXTpv2JsOHl2+FcXd3Y/To4Xh7e1V87uV17dlhownmLTlCqV4myl8kMDWBp7NM42AzjYPN1AuwTlJ7lZsGouuY6dPEQKiPmUMXlaTniZVbwfLMskxKYRZbk4/x86lNaA1lDKrXDo26iu82BZsymk3sS4kjzCMAlSTOpFSF3mzkZF4igRov1JJlXgjM6izKnA7gWNAHzOpbP+Eu4uUi0ybCSEaBxKZTavS3saEgNzefli17ERjYhJiYLvTu/QBvvfURDzzwGIMHjyU5+TIeHp40bNiQDz/8kLy8PLH1WLiniMT2HnT//fcDUFT09znbL7/8qCIBbdKkIVeunCImpiEAjz46mvnzZ1Zc+/jjD9OhQxsANBpHmjWLqViVrYrsIgXLD6vxCmuLnHsUN43M0qWrSUxMrvLYQu2mlKBluIkAd5k951WUiIUXoRrl6Yr46/wezLJMn/BWIiGq5XJLi1BKEi72GluHUqu5qB1p5V2PAr0Wo9lyO6ZKXdcjmd2wK42x2Ji1RZivmd5NDOhNcCz5+n9njEYjf/yxErPZzOrVG0lISEKrLeXy5TQOHTrGF198x8aN26lbty6HDh0iKSmJEydO8Nprr6HRiN954d4iEtt7UPPmzXFzcyMlJa3isW7dOhIZGQaAUqnE3t66qxSlethxRoW7RqZnwxJGDYzBYDAwZcq7rF1b3gMvPT2DAweOYjaLldx7kaSAtlFGJAlOpYhEQ6heOqOedQkHqOPsxYgGXYjyCLR1SEIlpRRkUqgroW9Ua7w0N++BeC+p7xZMG5/61HH0YlhIB7r4xeCmdsJeUhPjEUqESwAKwNfBnQFBrRkX2RulQsmvidss2rrLrM7EYJeIvbaVxcasTZzsoVmIiYuZyopjP/+0bNkaHn/8Rbp2HYKLizMvvfQ0PXp0AqBx48YcPXqUpKQkEhMTiY2NtXL0glCziDO296j+/fuzePFi4uLO0bBhPVuHQ9xlJcjQKdqIvbp8O5JarebUqZ0YjeX7c/78cxUfffQZ58/vx9HRgdOnzxIREYqDg9gqeK+wU0GEr5mETAkQZ6yF6pVSmMXv8du5v0FnBkS1ZWvSMY5nWq6Xp2AdBrORVef20TeyFQ/GdGdZ3E7Siu7ts9Nuag0Dg8t3XlFe9oJwlwBa+URfc12psQx7pZq8smKSizM4nZ9MsVFn8XjMyjwks4vFx60twn3NpOSYOZKoIsDdgOIf+e3VhYaTJ+MZP/5ZADIyThMa2oLc3FyRzArCP4jE9h71zjvvsHjxYgYPfoT9+9fj6elus1gKSyEhUyIm2IT9/xyxKU9ay/+oT5w4jt69u+Lo6IDJZGLw4EcYM2Ykb7/9EiUlWoxGI25u4m783c7VUabMUP5741r1HfCCcFOZ2nzK/tsSKKe0wMbRCJWVVZLPLyc2M7xxFzqGxPDbqW22DslmNEp7ege2AOBEbiIJRWlk6vJp41OfEoMOramMpKIMHJR2RLgGUGTQcjo/GbNcfZ0GzKoc7IobodY2xaA5Xm3z1FQKRXkxqS1xarKKFPi6/v2z7t69A5IkXbNbLSCgMWazzMiRI20RriDUWGIr8j0qOjqaqVOnkp2dS5MmXTh79oJN4igzwK6zapzsuWWxKKVSSb16EQBIksTKlYsYP/4hAJYtW010dDsKC4sA0GpLqzdwwWaCvcw4qOFMmtiOLFiHLEO2toBMbb6tQxGqwCSbKSrTYqe8t4oU/a+G7nUJcfZjc9pRNqcfJaEonSJDKZvSjrI3K57juRcpMJSQoctjT2YcJ/OSqjWpBdA570Ih22Nfcm9uRwbwcZWxU8pkFly7HdnZ2ZlnnpkAQGBgIE2bNsXNzZ3Zs2czc+bM6w0lCPcskdjew9544w1++OEHtNpSevUaYfX5k7MlVh9VozNAp/oGVHeQpygUCho0iCI4uA4APXt24euvP6loX9S9+1A++ugzoLyfm1zNL8qC9SgliA4o73ErikgJ1rAx8RDeGjfGN+lL28CGNPWLEH1ua6HOoU2J8gri+BXb3MitCcJdAqjvFgxAdlkhJtn2NSsUJmdcM5/HrMxH57rR1uHYjEIBCglM8r/P2b7++nMolUrS09M5duwYubm5PPfcczaIUhBqNvHKfI8bO3YskydPpqiomL17D1ltXm0ZHLigxNdNpl9TQ5W3lPr7+zJ4cD+gPJF96aWn6d27KwAbNmyjRYue5ObmVTFqoaaI9C9vO3Tikli1Farf5aJsfjqxkfN5qbQKiKZbSCzh7gG2Dku4A4Oi2xPrH8GWi0c4mZFo63CsRqmQ6OwXw4jQTvQJbMGwkA6olSqO5SRwuSTr1gNYgaZgEApZRYHfdIz293YXhAB3M+fSJS7nKDDLoNfr6d//IUJDW2AymZg2bZqtQxSEGk0ktgKvvPIKAJ99Nt9qc5aUKTDJCkK8TTjaWXZsSZIYMeI+mjdvAkBgYABDhvTHw8MdgHHjJjN//o+WnVSwKrUSYoJNJGcrySkSfW2F6ldsKGVL0lG+ObYaAEfR37bW0KgdCPcMYFvisXsqqQVo7R1NC68o1JKKGI8wSow6FpzfwKb0oxasa1wFZgV22ljKnPZiVokz7C3DTHg5y+w6p2blETWffLODuHMp+PsH8PnnnzNlyhRbhygINZooHiVQp04d/P392bZtLxkZWfj5+VT7nC6OMmqlzP4LKlwdDbg4gFRNt1liYhoQE9MAAFmWCQ8PJSCgvAzk8eOn+fTTucyc+S7e3l7VE4BQLcJ8zZy7YuZospIejYzXVJEUhOqiM+o5l5NC6zr1OZd7Gd1/C0sJNVfLwGjMsplLBZm2DsXqmnqGcyLvIpvTj+Hv6IHWWLPOb6j0kciKMso0R2wdSo2gUkL3RkZyixUkZErkN+xKUFhDTh3cYuvQBKFWECu2AgAvv/wyOp2ORo06MXPm3Gqfz0ENg5obsFPB2uN2rDisJqOg+jMThULB22+/xKBBfQAoLi6mqKgYd3c3AD755Cv++mtdtcchVJ2kKO/9l10kcTlXZLWC9exMOYWkkBhSrwNqSdwfrqkcVHb0jWpNs4BItiUeJ19XbOuQrE4Gwlz8cVCquVKaR6FBa+uQrmGvbQmAye6SjSOpWSRjAT/M/D9eGdUCH+casbYuCLWCSGwFAF588UW2bt2Km5sbU6d+SmxsdxISqnfLlp0K+jQx0C7KiIujzOaTCgKDWzBz5txrytpXpw4d2rB06Q+oVOVvTk+ejCMpKQWAlJQ0Pv74C/LzxfaomsrfXaaOu5ljySpMtq+BItwjivRalp/dhYejC/0j29g6HOE6Aly8eKRpL0Lc/Vh3/gAnMy7aOiSri3INxEXtiKtag0pRA2/AyErstM0pczoE4t4kAH/8sZKgoFjCw1vyyy9L8fRw488//7R1WIJQa4jEVqjQtWtXsrKyGD9+PJcuXaZ37+rvj2avhhBvM90bGjmw8lO0xYVMnfopwcGxfPzxl9U+//9auPALnn32cQDi48/x9dc/Iv13j/TKles5cuSE1WMSbq5piBFtGew6q8JgsnU0wr0iU5vP2gv7CXP3p4FXXVuHI/yDs50jA6Pbkq8r5qdjGzmbnWLrkGzC2768r/uqlP0UG2teCzzJ5IpkdsJof+9Wqf5fa9dupqSkBDc3NzZs2EBaWhqenp62DksQag2R2ArXkCSJQYMG4eLigk6ns+K8MHv68/Tv3xMo70P74YezCQiIoX37/vzxx0qrxXJV795dOXt2b0ULodmz5/P7738BUFhYxNq1m9HpatZ5pZqiuLiEpk27sX79VgBWrdpAy5a9MBqNALz88ru8/PK7AJhMJjp1GsSaNZsA2LZtN927D6O4uASAadPm8Mor71WMPXToWFat2gDAoUPHGDtqLI0DCkjPl/hjL3y1+DAGo8hwheqXVJBBYv4VGvmE2joU4R/6RLXCZDaz6uw+tAbrvY7VNEdzEzCYjXg7uNk6lBu4ukwrttoCaLVa6tTxB8DLy4tevXrZOCJBqH1EYitcY+3atQwbNozCwkIiIkKtPv+iRXOxs1NXfK7X6zl37iKPP/4iLVr0rPbt0f9Lqfy7nczGjb/zxhsvALBz5z5GjXqK7OxcAE6fPivaCf2DSqXi/vsHEhRU3mc4MDCAfv16VKx+/7OgF0CbNi0qine5ubnSpEnDip+9v78vgYF/t1apU8cfZ2cnAOzs1Hh6ehDobmBQcz36nDg86rbhQIIdVtrNLtzjMkpy8XPywNPRxdahCICHgwtBrj5sTzpOaQ0rlGRNKoWSkWGdkWW4WJRu63Cuy6zMxywVoC6NsXUoNULbtv354ovvkCSJDz74wNbhCEKtpJBl+Za3ygoLC3Fzc6OgoABXV1drxCXYiNFoJDw8nJSUFFJSjuLs7Gz1GAYNephdu/bj4OBA+/btWb16NY899hi//PILAOPGPcgnn/ynIkn6p3XrtuDj40WLFk2rPc7k5BRCQsob3XfrNpTw8BC++242BoOB9PRM6tYNrPYYhH+7nKtgzzkVgW5aOjRQ3/oJFtDiu7+sMo8tyHdxq2A7CxSsU0lKHmzYDUkh8eeZHZTUgBVCk4VbqNUkqlvsqG1Zpx6tgxrw9aGVmGrZ3S2Di+VWLuu7BTMwuA0/XthEpi7fYuNWxvj+N67o65h/Hw5FXcgLfA2k2ldh/JnA2RYby9u7PhqNhvz8/Ou+vxGEe9Wd5KHiX45wDZVKxciR5Wdrc3JsswKZnZ2LQqEgIyODzZs34+DgwM8//8yxY8cICgpiwYLFREa2YceOvdc8b9WqDTz00JP07DmciIjWvPrq++TnF1ZbnFeTWoDFi7+uWM3ds+cgTZt2JS7uHAAFBUXcxv2ju0qPHvfzn/98bJO5gzxlfNVppOQ7sXn3WZvEINw7jGYTK8/vRSUpGdmwK+4O1r8ZKJRTKiRi/MK5mJdW65JaSyszGQAwyzX751Cm2YtJlYG6LMLWodjU0qWrMJlMaLVakdQKQhWIfz3Cv4SEhAAwb96PVp97377DnDlznn79+v3rrkyTJk24dOkS7777LoWFRQwePIamTbsyY8YXTJs2h+eeewOFQsHw4cMxGIx8/fWPREa24t13qz/B8vf3JTy8/OfWvHkTFi78nAYNogB49NHneeKJl4DyProm091//vPxxx+mV6/ONpu/U6wXxuI0iuwbUVTzaqYId5mCshJ+i9+GwWzigQZdcLcXya21KVDQI6I5zvYa9l8+Y+twbEotqWjn2wCzLKM3G20dzk2Z1VmoDMEojX62DsWmHn/8ReDv91+CIFSOSGyFf3n66acJDAxk3rwfmDXra6vOfbWA0IwZM254zdtvv01aWhr9+/cnLS2DadPmMGPGF+Tm5jNhwgR+//13CgsLWblyJd7ePsyePZ8RIx611reAi4sz993XF4WifJvj5MmPMmbMAwDEx5+nXr12nD59d68kPvjgUDp0sF0bFKVSYlhnb9RKBeuOSWzefW+/0RWqX7G+lN/jt1NmMtA/sg1KhXh5taYIzwAa+ISw8cIh8kqLbB2OTdV3C6KOxotlybtrXN/a/6Uwu6JAiUmZa+tQbMrNrbzAl4uLOKsvCFUhXnmFf5EkiWPHjuHj48N7733Cq6++b7W509KuABAdHX3T63x9fVm9ejWlpaVs2LCBffv2YTAY+PbbbyuuGThwIGlpaURHR7N5885qjftmunRpT6dObYHypHf8+AeJjAwF4KWX3uGNNz60WWzVZe/eQ1y4YN1CX/9LYw89GxvITk8kS2rCltMq0vJEs0Sh+uiMetZc2I+nowvtgxrZOpx7SrCbL7naQs5kX7J1KDYV4OhJpEsgJrOZSyWZtg7nlpQGHwDMqiwbR2I7Z89eID+/AAcHB9atW2frcAShVhOJrXBd3t7eJCUlERYWxtdf/8ikSa9aZd6MjCwkSUKlur1m8iqVil69etGmTZvrPkeSJNq2bYssyxw+fNzS4d6x4OA6vPnmi9jb2wPQqFE00dGRQPn3PmjQw5w9W97Tr6Cg6JpKyxkZWRUtcMrKykhLu1LRPic/v4CMjL/fGKSmplNQUFhxbXJyCnp9eWGO3Nw8UlLSKq69dCmVnJzcimsvXEiktLS8AE5OTi4XLyZXXJuUdKliHr1eT3z8+YqYcnJyiY8/D8CkSa/y44+/Vf0HVkX2apgwoA4NvLMxy7DjjJrPFh2nUOxPFqpJlraAQ+lnifENRy3dxZW3ahhJIVWcK70XKRUSA4PaMDqiO/6OHqy+vB9TDT9fC6A0egNgUmXbOBLr0+v1dO06hI4dByLLMocOHcLf39/WYQlCrSYSW+GGNBoN586do379+ixa9Cc//PBrtc+ZnZ2LnZ1lS3p2794dgJ49hxMe3ophw8bz9tvTWb16U7UWl7odEyaMqtimXFBQiEbjiI9PedubN974gAcffLLi2jZt+rJgwWIADhw4SqNGnbh8uTxB/fDDOdx//4SKa3v1GsG8eQsBOHkyntjY7pw/X76C+tln3zJkyJiKa4cNG8dnn5WvdCckJNOqVW9OnYoH4LvvFjFgwKiKa8eMmcQnn3wFQHp6Bu3b9+fIkRMALF68jD59yr+XlSt/5sUXn7LIz6iq7O3VNI1ypWdjI3ZFR/EIimHnBWfytWL1Vqgep7OSUEtKojyDbB3KPSHQ1ZsAFy+0hnu3vU/fwJZEutZhVcp+5p1dxbnCVFuHdFskozdmqQCke++mRFZWDsePn8ZoNDFixAgaNRK7PAShqkS7H+GWiouLCQwMpLi4mO3bV9C4cf1qm6thw47o9Uaysy179/bSpUu8/fbbrFixgvz8/Gu+ptE40rNnZyZMGEWXLu0tOm9VnDwZT0mJlrZtWwCwZctOwsNDCA2tS25uHkeOnKR9+1ZoNI7/3cpUSJs2zQHYvfsAder4ERYWQkFBEceOnaRFi6Y4OzuRmJhMdnYurVo1A+Dw4eN4eXkQGlqXkhItx46dIiamAa6uLqSkpJGRkUnLlrH/jSkOFxdnQkProtOVceJEHNHRkbi5uXDlSibp6Rk0a1azexIWaGHPORVFpWDOOcSDA2OrPKZo91M7WaLdz40Mje6IWlLyW/z2apvjRu6ldj8eji6Mie2N1lDGivhdZJbk2yQuS6hsu59AjRcPhXdj7eWDnM5PvvUTrOxm7X40+YOxK2lJfuBbVozIcqra7mfTpu088MDjuLm5kZdnm04UglDT3UkeKhJb4bYcO3aMFi1a4OvrTXz87mqbp27dZnh7+3Dx4sVqm8NsNhMfH8/WrVs5ePAga9euJSurfHtt69bNWb+++lemBdsymuDHVRfQ+Daknp+OZmESiirkOCKxrZ2qM7ENcw9gcL32LDu7i+SCjGqb53rupcQ2zN2f+xp04Iej6yjQldgmKAupTGLronZkeEgnDLKJnxM2V0NUVXezxNa+uD1OuaPIDX4eFDW7gvP1VDaxPXEijl69huPs7Exubh7PPvssc+bMsWxwgnCXEH1sBYuLjY1l8ODBFaty1cVkMlFWVr3bySRJolGjRkyaNImFCxeSmZlJeno6DRo04MCBI9U6t1AzqJQwblAEEV6FnMtwYPcZGZ1Ob+uwhLtIYn46lwuz6Bgcg9j0Xn3SinIwmc2EuN177WI87V2YENUXJ7UDq1P22zqcSjGpMlEgVZy1vVfMn/8jer2B/PwCBgwYIJJaQbAQkdgKt61jx44AnDuXUG1z9O7dlbS0NP78889qm+N6pk2bRnx8vFXnFGxLkhS0qudA20gjydkS365MQV/7FgyEGmxnykl8NG408Ba9KauLjIzOWIabg5OtQ7E6PwcP1JKSH85vJE9fbOtwKsVkl4qsKMOupLWtQ7GqwsLyllRlZWWsWrXKxtEIwt1DJLbCbbvaZy0rK6fa5pgz5wPs7e145JFHKC623gv1xo0bARg9+n6rzSnUDKE+ZvyleHwCI9l8SkXJvVt/RrCwjJI8zuak0D6oESpRIbladAtrhlqpJj6r5p0trW4qqfwtXLGx9lZ5l6VSdC7bcCzqisLkbOtwrCYhIQm1Wo0kibfhgmBJ4l+UcNt69eoFwLvvfnJNaxlLcnV14YsvPqK0tJShQ4dWyxzXM2jQIAAef/wRq80p1Bw9OtSnb6yM0axg2T4DKzefsnVIwl1i9+XTOKrsaeYXaetQ7koeji4U6Iox37pcyF1HpVBiNJtsHUaVlbpsREbGsbCPrUOxCrPZzNmzCRgMhoquDYIgWIZIbIXbVrduXR5//HEuX06jcePOLFr0R7XMM3z4IMLD67Jjx45qGf96wsPDAa7p2SrcW9w00CW6hKzL5yjRNOdIohJTzW8DKdRwhWUlHM9MoFWdaDQqe1uHc9c5mHoGjdqBR2J709Q/wtbhWJWdUo3hLkhsZaWWUre1KPV1UZju/gKlS5Ysx2Qq//9mzZ1pgnAvEImtcEfmz5/Phg0bsLe3Z9Kk1xgyZAx6veWL7gwa1Ae9Xs+WLTeupmhJ+/eXF97o3LmtVeYTaiZXJzuee6ghzUONXMiQWLKtiGNxl2wdllDLHUg7gyzLtAlsYOtQ7joJuWl8f2QNV4pyaeQbautwrCpI402WLt/WYVhEmfMuVPpAHAt72jqUavfbb8srPr66W0wQBMsQia1wx3r16kVmZiYdOnRg+/a9vPji2xaf48knxwLwxRdfWHzs6zl//jwKhQIvL0+rzCfUXJKkoF6Amc71SigoLCE+P5y955UUaG0dmVBb6Yx6DqSdJcY3DD8nD1uHc9dRoMBL44pKUlLPKwhvjZutQ6p29d2CCXPxr5F9aytDlnToXLbhUNzprj9r6+Ly9/c3YMAAG0YiCHcfkdgKlaLRaNi1axfOzs5s3brL4uMHBPjh7OzEkSPWab/TtWtXZFlm2bI1VplPqPn8Pe0Y08udpsF6Mgsl1hxT89kvJ9GW3Xtn+YSqO5ZxgcySfAZEtsVRdRc3mrUBs2wmpSATD0cX+tVrw+imPekaFmvrsKqVt1JDQWnRXZPYAuicdyDLZlS6MFuHUq1iY2MqPm7evLkNIxGEu49IbIUqiYqKIisrt1rG9vb2JDe3esb+X6+99hoKhYJZs+ZZZT6hdnB2cqBhsMTAZgYUuYfxDmrI2uN2JGaKP53CnTHJZlad34dKkugX0QaF6G5rMTKw8uxePt+3lK/2r2Br4jGa+kcQ43d3JkiyLLNz3kf8+unLlJy+ewrdSWYXJBxBurv7rj366GgkScLX11dURRYECxP/ooQqcXV1rSiCYGlBQXUoLi62SnEFjUZDp06dOHkynh9//LXa5xNqF6UEDw5swv3tlAR6mtmfoGLh0sO2DkuoZYoNpay5sJ8gV28G1WuHl+PdXyjHmsyyjMFs5MSVBE5euUjHkCY43oUFu3QXE7h4aBfHD28lY/EiTNrKnZOQZRlDXp6Fo6skWYlz7mhMqkwM9gm2jqZaubu70qdPNzIzM612814Q7hUisRWqxN3dHbPZjNFo+TuszzwzAVmWef755y0+9vWsXbsWZ2dnXnzxHRIT757tXYLl2KuhTYSJ7MT92Pm1Jr/E1hEJtc3lomzWXNiPl6Mrj8T0oltIrFi9rQZ7Uk5jp1QR7R1s61AsrujwIdTe3gT/3yvIBgMlcadv+7myyUTWsj/J/G0JVxZ8x6VpUyk5dbIao7099iVtUerrUuS1ACTLF6SsaQYO7A3AypUrbRyJINxdRGIrVEn79u0B2LLF8uds+/btjqenO3/++afFx74ejUbDpk2bMJvNDB48xipzCrWPQgETH2yGi0bicJKKe7B9plBFF/LSWHhiPVuTjxHjG0a/iFa2DumuozPqSSvMplVgNJLi7rlxIMsypRcuoGnQEJWrK0gS8h10JtBnXKFw7x6KDh1EeyYegIL9+657rdlgoGDPLi5/NptLn0wnbf48UmZ9QsqcWeSuX4exsNAi3xOAQ3FHDA6nMdnfGzeV+/cvr/68ceNGG0ciCHcXkdgKVfLggw8CMGfOfLSV3A51MxqNxuJj3kybNm2YMGECKSlpfPnl91adW6g9lBI0DzWQVSixdvsZW4cj1EJmWeZ4RgIbEw9TzytYVEuuBudyLmOvsquRK+L6vBxy920nc+Nf5B87gElXelvPM+bmYszPwzEiEgCFUklJfNwNtxSbSoqR/7ujyqwvI3f9OpAkvIcNxyE0DEmjQe3piSzLmIqLKUtLpSQujpy1a7j00Ydk/7UC2WTCkJlJ6YXz6NPT0adeJm/zRpKnvotsgaNISn0wKn0IOmfL3yCvqdzdXbG3t7NagUxBuFeobB2AULvVrVuXkJAQ9uw5SHBwM/r27c6iRXMtNn5paSmOjo4WG+92zJs3j99++4333vuEsWMfwNn57m49IFROHQ+4knSSUk9f4JytwxFqqTPZKbTwr8eIBl3QmwwkF2SyLfkYZSaDrUOr9ZztHJGRcVTbU6y/vcSxJDEYpUMZ9v6ZKBRQcPwgWdvWItk7YOfpjaZuBB6tOqBQ3t7bJ136ZfS52ahc3TDk5VCamkzppYuUZaajUKrKH9+/nYy1f+LUpAmSvT3msjLksjLMZbryjw1GlC7OSPYOGPPyUKhUOISFA+A18D6yVywj/bv5BD37ApJdecVts05H5u+/UnLyBB49euHRoyfZK5ajjY8DIHvpHxUxFu7fR+GB/fCPJFVycsKpUWM8unYn89fF1/3eFGo1Zr0eZRVfox2KO2BW5mNwvP0t1XeDgAA/Ll0SfdIFwZJEYitUWVJSEn/88QdvvPEGa9Zs4u23p/Pee69YZOyyMj0eHl4WGet2qVQqvv/+e0aMGMGECc/z22/fWnV+ofYY3iuCXec1RDoHcKE43dbhCLWQjMxvcdto7BuGvVJNU78IIJb1Fw/aOrRaLy4zmdiASNoENWDzxVuvjOUfieHK6vItov4DNiGb5pKxbiku9ZugdHFFn5VB5uZVFF+IJ3DEOJT2DjcdrzDuOGlLfwLZXPGYnZcvDoEheHXqjXNkfSQ7ewxFBRQcO0Dh2WMASPYOSPb2KJ2cUXl6oVCpMBUXY9bpULq64hnbrCKZdGvbDvuAOqR++RmF+/bi3rkLJq2W9O/mU5aSAkDe5o3kb9+KbDSisLdHLisrjyUwCDtvb1QeHqjc3FG6uaFydUPl5obSxQXFfyv2Bjz6ONrz5yi7nILu4kV0l1PAZELl6kbB7l24NG+B2vPaHvBmnQ7dpWS4VdVfsx12Ja3QuWwFhfnm195lGjWKZvXqTeh0Ohwcbv67JAjC7VHI8q1PiBUWFuLm5kZBQQGurqKKo3B9ZrMZV1cXPD09OHFim0XG9PNrSKNGjW2yXadBgwacO3eO9PST2NmJvpPC9W05reJ4ShY/Xd6B4i46y3eVrLR1BNXHrqDm/f8aFt0Jg9nIyvN7Kz2G6S7+c6W6vYXXCr0iWtDQN5S15/ZzLufyDa/T57mR+NU4OvYt4cR+B4we+yi50BmPtl3w7Xlfxb/tkqTzpP76PUgSTuHROEXWxzm8PiqXv98bybJM4akjpK9YjGujWPz6DEWfl42dpw9Kx+sfrzHpSjn/8RsoXVxw79IN17btKlZfSy9cIG3+tTuhXFq0pOjoETBfmwyqPL0wFRWiUKtxad6Cwn170TRoiENoGA6hYdjXqYO5tBTJyanSf6/MBgO6xIsUHz1C8ckTyHo9DuERuLRoiXNME3TJSWQsXoT5v8eT3j3WD6Xq+gmufXEbnHIfIb/O25hVta9C8DOBsyv93K+/Xsirr05l4cKFjBkj6noIwo3cSR4qVmwFi5EkCR8fX3Jysi04ppKioiKLjXcnXnvtNcaOHcvs2fOZMmWSTWIQaj573QUC3OoRFCeT6lbzEiWh9vDRuFHXzZeNiaKVlKVsSjiCl8aNfvXaEJ4dwMYLhzHJ/14Z1KX5IZslUhLsKMhRozJ+jGPd8GuSWgCn0ChCH3uRgpOHKUk4w5W/fgVkFGo7PFp1RKlxouDYAfTZGbjGtCDgvodQSBJ2koTS4cZbdnWp5VtSTUVF5Kz6C9lsxqNrN6C84NP/Ujg4XJPUqv38cAgKRunigtLJGafGMai9vPC+b8i/nqus4vEaSa1GUy8aTb1ovIcMo+TUSYoOHyTrj9/IXbsGU/Hfr9meffujVN3476JdSRuM9hdqZVJbVY88MoLXXvuAWbNmicRWECxErNgKFtWhQwf2799PdrZlCup07DiQ+PjzpKen4+vra5Exb5fZbEaj0eDt7cmpUzusOrdQe5jNMp+syUTp6MgvSdtsHY7FiRVb6+kWEkuYuz8Ljq9HpvLltsWK7bUcVHY09A2lQ93GpBVlczE3nRNXEq5JcM16NVf+6oOx2AmV+1oKTz5GwOBRuDVp+a/xZFmm8MQhSi8nUZZ1hdKUxL+/KClxiW6Me/O2aMLqAZB/ZC8Za/7ALbY1AYMevGGceicT+owr6NPS0DRoiNLKxROrypCbS86qvyg5dRLHyChKL5xH7evLO1tuXPXb89IctO5/oXPdXOl5jQYzeSlaHF3VOHtbt29xVVZsAbp2HcKJE3FotVqxHVkQbkCs2Ao2U15Iag96vd4i23c/+uhNBg16hKFDh7J7924LRHj7JEmiVatW7Nmzx6rzCrWLJClINObRxt7P1qEItZxaqcIsy0gKBSbRR8pidEY9R9LOUaIvpYlfOB3qNibE3Y9VZ/diNJtQKiQ83BwIHL+XojItOZcT0aX7kf7XYrTJCbjFtsYhIAhDbjZlWVcoOHaAkotnsfcNwKwvAxSAjHfXfni27UJpShKGonxKU5NJX74IQ14OAA516v4rtuLzcWhCI5HUdigkCfuAOtgH1LHuD8hC1J6e+I8Zh9lgoOTUSUovnMeQmYnJYEapvv5WZFlhRGG+s4SuJLeMnd9fJONCEdlJJeSnaZHNoFRLtBpRly6PR+DiUzuSxEceeYD/+793+PXXXxk7dqytwxGEWk8ktoJFZWdno1CUF2CyhI4d29K+fXly+fnnnzN58mSLjHu7YmJi2LVrF6mp6QQGBlh1bqH2KLuSgdk13NZhCLXc8YwE6nkG0dw/ioPpZ20dzr+Yy3QgSUjq2rkkfDY7hbPZKdR182Vwgw483XowWoMOR7XDNb1ui2NKWR/eiBObl5KzZwsFx/ZfM47aw4ughx7HoU4wiV9/jEKlwqdbPzzadCZ76zpydm+67vyOgSHXfC6bjFxe8i0KpZLo1z+2/DdsI5JajUuz5sgmI1l//sHCiQd46NMWOLqq/3Wt3ukQjoW9MTiexmifdMuxjXoTX4/eQ2mBgZAWnjTq6Y9XqBNedTVcOprHroUXOfTnJVqPDKHzhAirr+DeqZEj7xOJrSBYkEhsBYtKTExEoVCwadMOevfuapExf/rpK5o378Gzzz5LXFwcc+darp3QrXTt2pW5c+cyd+4Cpk593WrzCrWLrqQQezsH7CU1ZWbRpkWonIySPBLz0wlzD6hxiW1pciJp380FSUng48/gEBhk65Aq7VJBJj8f30SAsyeu9hqK9KXk64rRGfW42mloGhDJ/TFd6RbRnNQHs8m8kow2PwezvT0mR0cKZSOFuhLKcjIxFRfhUKcubk1bYSjIJ2f3Jrw698bey5e0ZT8T/PBTaEIiKMu8gr3ftSuxV1sGySZTeR9bl9qxyni7XFu2Ru3hSfrib/nqgV0Mm9qEsJbXdjko8fgdlb4umvwhFPrNvuWYKcfzyU3R8tiP7Qhtfm0l5vDW3rQdFcqenxLZ/WMiB3+/RNuHQug0IQKNe828GePs7IyHhzuHDokq6IJgCSKxFSzqgQceYPr06Tz88NOkpZ2wyMqtp6c7p05tp0uXIcybN4+0tDRWrFhhgWhvbfjw4fj4+DB37kIGDuxD27YtrDKvULtc8lIjKxQ09QjnQE7NSkig/EygW7EBBzcPsswlVTi9KVS3SwWZdAtthlIhXbfIkS3IRiNZy35D5e6BITsLXdLFWp3YAuSVFpFX+u/ChDnaQpLyrxDpFUiQqy91XL2o5x2MnVJ1TREpnVHPT8c2EvjABFJ//4Hzn7wFkhKFUoln265Iajscj+wlc/1ywp6agoN/4HXjsPP2Q5+dgSE/F6VP7dyCfDOOEZGMXNKBP984znfj9tF2VAh9XmqA2v6/h/cVRnROe3DKG4nC7IAs6a55vtkkc2p9OkdXXCY3pYS8tPJD1nqt8brzObio6f50PdqODmX3wkT2/pxI3KYrPPlLhxqb3MbGNmbr1l1otVo0texctSDUNLdoMCYId+aDDz5g9uzZGAwGPv/8O4uN6+zszMGDG2jYMJq//vqLP//802Jj34wkSaxbtw5Jknjggccwm2vGG02hZik16YkruEQzlxBUepOtw/mXHs5RPNlmFGPr9+OxyL60UPsTUGDCSXXzFSIPO2cU1KwCS3e7PF0xkkKBs92NK+haW96OLegzM0AhoVCrcWoUY/UYzHo9JWfjyNiwnJKE6r15JAPnc1LZmniURcc3Me/gX3y2bylf7V/O+vPlK2uSQoGkUOAS3ZiIyW8QMHgUnm06EzTqSZT2Dij+WwXZbLp+AnaVsagAAJXz3VuY06uuE49+3xaAfb8ks+mz//3/pwDMyIq/d7uYTTLH16Ty+dAd/DblKEa9ifrd/Oj6ZBRD/hNDVAefm86pcbOj17PRPPNHJ0qLjCx67jDGGvi3GeC++/oCsHjxYhtHIgi1n6iKLFic2WzGyUmDq6sLZ89Wvhfj9Zw/f5H27QdgNBoJDAxk9uzZDB8+3KJzXM/UqVN56623mDJlEq+99ly1zyfULi2++wunMpkJ9ftzMvkE28ypNo3H294VD+xwzMinaWwn/DVebEzYTZaxmFj/BkRq/LBTl58905uNaAty0StkjHYq9KVa5PwC3ALr4ungSk7uFS6V5XDWkM2l0iybfl+WVtOqIgO42Tsxvmlf/ojfweWiyv28r1cV2ZCbg6lUi9rDE6XG6Y7GS545DUNOeSyevfujdNRgyMtFNpnAZEI2m5BNJuSyMgz5echGAyoXV+z866CJboBjSBgKZeXLaxcePkD2mhXl/Vftyn9vA0eMR+3mjmTvYNWksFdESwJcPFl0fNP12walXybv8G50aSmUZaRh7xdI2BMvXXcsWZY5O7X8a9FvfoLRteb9PlrC+P5bKC0w8EGHDRWPvb67Fxq38l9Ux/yBOBR34ljaCxxdexbZLHPpSC5ZiSXU6+RDt4lRBDfxqPT8yUdy+f7R/cT0C+D+D5patN94VasiA2i1WgIDm9K9e3c2b658dWhBuFuJqsiCTUmSxEMPjWLBggW0atWbVasW4ed387urtysqKpzExINMmfI+v/++ghEjRtCmTRv27NmDJFXfBoTXX3+dmTNnMmfOfJ55ZgKuri7VNpdQO5XYK9iWeoS+9TuRmLyD5JJMq8cgyzJtnULpHFreXqPUv4iUgivsyo4nsay8F2Zq6gEwy7iYJPw8A3BXO2FOuoSTXwAady8kgwFtQSa5zkoyirPRFOsI9vanmXMj1qcd4nhRktW/r3tJsb4Uk9mMt8a10oktgNlgoOjwASRHDZK9Hek/fQ+yjJ2vH3Wff+WOxnLv1JWs5b8DkLtxLSgUqNzcUahUKJTK//6nQqFWY+fnj6RSYywqoOjoIfJ3bkWyd8AxKhrXlm3QREXfUWKRv2cH2auW49KsJR5deuBg707ygs9IWTSv4hrf3kPwbNP5jr6nyioz6lEr//3WSZZlSi8lcOnHr1A6ueAUEY13p944RTW47jiyLHPxq48A8O0zBIVCgrv4kIBac+2NjZTj+WRdLKYoS4dGXcaA/l3Y9bmOjJxsykqMlOToiergzZi5ras8d0hzT4ZNbcLvrxzDK8SJbk9GVXlMS9JoNISF1WX79u3odDrR9kcQqkCs2ArVwmw2M2HCBBYuXIhSqWTSpAm8/fb/WTT51Gq1PPLIJLZs2UnXrl3ZunWrxca+nkWLFvHwww9Tt24gR49uqdZEWqidZBm2xqnIytfTLCCTeuH+Vp37l3WJKN2jCfMoIDbCAXt11VcmWm1cAkC3ssY0dmnEvM2HKGuThGRXM7f13YmDvW7cU9SWtsapKNVD4yAzns5mnOzhTheZZsz4gmnT5lR87uvrS2xsLBs2bCAubhcBAddvT2U2m1mwYAlfffUdly6lYTT+vZVWrVbz0EMPMX36dPz9b/27bTQaWbJkCQsWLGDv3r2Ulpbi5KTh6afH83//9/RttYTz9o7GZDJTUlJCXFwcP/74Iw0aNMDOzg6tVsu8efOIi4vjk0/e5dFHR93GT6ZqCkth7TE1dTxk2kQasVNBTk4ujRp1oqxMD8CLL77IzJkzbzrO9OnTefXVVwEwmUz3xOtJnz592LBhwzWPqVQqlEol/nWCKSst5sqVKxVf69atG1u2bLHY/N26dWPbtm088cQjTJ/+tkXGzCq2zA2VUycMDBuQzefz3enTr2YcQ4gKSrN1CIIA3FkeKhJboVpt2bKFBx98kKysLNzd3fjii48YMKCnRecYOnQc27btpnPnzmzcuPG6b5YKCwtJT08nOjq6SnO98MILzJ49m3btWrJmjTgPI/xbYYmRXzbnoXHSMKyDE85Wuvl+KVtiz3kVDiUnGdKzar/n/3Q1sZX0ZnokjiKgjiNrVkmkdlyBfXA2APmrWyPr1XgMtW6v6aqqqYltVqGCQxeVFJSWJzv2KhlPZ5kgTzMh3mZUt7Grd/PmnQwfPoFu3brh7+/PjBkzGD16NDt27ODEie14eLji7Oxccf3Zsxd4991P2Lx5B3q9AZVKRZMmTahTpw5BQUGEh4czceLEa55zJ8xmM9OnT2fatGkUFRWhUCgIDQ0mJCSYwEB/QkKCiYwMo0GDKCIjw1CpVJw9e4ExYyZx7lwCzs7OFBcXV4zn7+/Pd999R9euXQkICKC4uJj163+lZcvYSsV3J1JzFey7oMJBDZ3rGxjUbwjHj5+mSZMmjB8/nmefffaWieoff/zByy+/zM6dOwkKqt2FuG6X2Wzm66+/5tSpUwwYMIDevXujVv+7BVBISAi7du2y+M/FbDYTGRlJYmIis2ZNZdy4kVUe01KJLcCDw7JRKRX8/LvXrS+2ApHYCjWFSGyFGuc///kPH374IQaDgUaNovn99+9uuGJwp8xmM8OGjWf79j24u7uzceNGWrZsec01ISEhXLp0CZVKxZdffskTTzxR6fn69evHunXrGDfuQWbNer+q4Qt3oUtpuRy/4kupXoGx6DL1/XU0jwm59RMryWQys+aoEheNkq4Nb16s5k5dTWwBir4awaB2nrToVMrRPQ6sPRdPsVlB3h/lb+4if5tq0bmrW01NbK/S6SGnREFusUR2kYKMAgVqJbSLMlLH4+Yv3Xq9Hj+/RgwePJjly5eTnZ2Nj0/5kRA7OzV6fXmhnlatmpGamk5aWvlKWd26dZk0aRIvvPCCxfqR/5PZbGbhwoXMnz+f48ePo9PpuN7bEIVCcc3jHh4e5OXlER0dSf36kaxYsQ4HB3tKS3UcOnSItm3bIssy4eEhtGnTnKysHDZs2MawYQP47rvZVYpZp9MxfvyzxMbG8Nhjo/Hy8qSoFHacUWMwwd7lM5n/5edMmTKF6dOnV2mue82vv/7KO++8Q0JCAgMHDuTLL7+kTp3qqw5dWFhIcHAwRUVFrFr1M+3bV22rsyUT27WrSnluYj4r1nvToOG/E35rE4mtUFOIxFaokYqLixk5ciRr1qxBpVLx+ecf8uCDQy02/ty5C3jzzY+QZZk333yT9957r+JrLi4uKBTl55qKi0tua6vYjZjNZkJDQ0lLSyMzM+6e2EIm3LkyAyRnS2w9lIGLpz9NQ2QaBprveEvp7fhj7TGM7q1p4ptOwwjL3u3/Z2JbvD+aKzNH0KyDlgefzkWpgl/nenBwW3kxorqffYmdf55F569ONT2x/V/FOjiSqOJKgYK+TQ243mLHYnh4SwoLizl58iQBAQHExsaSkpLyr+ru9vb29OvXjxkzZhAVZf3zh4WFhZw8eZL4+HjOnz9PcnIyWVlZNGnShMGDB9O5c2cuX77MiBEjOHDgQMXzwsPDSUhIAGDv3r08/vjjJCRcQKcrq7imV68u/Pbbt1WKb+nSVTz66AsVn3t4uNO2bQvGPzoOs09HCksVbPhjHn98+xG+vj7s27efsLCwKs0pVJ+zZ8/SuHFjJEnBwYMbqVv3+q2YbsftJrZn4htwX+/NbNrZjrqhyde9xmCQ6dEhk45d7PnwY/dKx2QpIrEVaoo7yUPFO3LBapydnVm9ejUbNmzAzs6OiROn0KHDQN57byaJidf/Q38nJk4cz759a/H29uL999+nc+fOFW/gzGYzXl4exMfvwt/fl1mzZpGYmFipeSRJYuzYsZhMJvbsOXDrJwj3JHs11Asw80hPV6L9DZxMUbH+UAk6nd6i88gyOPo1h1LLJ7X/yzEmCa9Rm7nocpqpk305fdiejv2KiWpeiCY2AZV78a0HESrN2QE6RBuRFJCSc+uX7yVLvsFsNtOvXz/c3d156aWXrklqAwIC+Prrr9FqtSxbtswmSS2Aq6srHTp04LHHHmP69OksWbKEzZs3M2vWLLp27YokSdStW5f9+/dz+PBhWrRoQevWrdm9+++t7+3atePUqVOUlupITk5m5cqVODs7s3PnPrKysqsUX9++3fHx8a74XJKUrF27mQeGP8K8d8cR6Weix7CJvDvnR7KysmnUqBEzZsxAp9PdZFTBVqKjy9sGGgxG2rbta5XX8Qvn6gHw6YxXb3iNWq1g1Bgn/lpWSmZG7a9hIAi2IBJbwep69epFRkYGHTp04OzZC8yaNY/mzXsSFdWGXbv2VWnsqKhwzpzZTbduHdm5cyedOnUCoFmzZiQlpbBq1Ua++WYmsizz/fffV3qegIAAABITU6oUr3D30zja0yJCollwMdmlTvy+s4QrFmwzU6BVUFSmolMz71tfXEVKTRkeQ/biM2E9PrNnsclnGa5eCYx69jhRbyxHcjDcehChSpQSeDrL5Gtv/TvUunUz7ruvD8nJycyZM4fnnitvVebg4MC6detIS0vjiSeeqFW7Tpo3b86hQ4fYv3//DQtY1a1bl4EDB/Ldd9+h05XRpcuQKvUg12g0nDu3l169ugBw6dIlcnJy6NixI9u2bGf3qm8I9zXhG9WFuUsP0rBld1599VU0Gg1RUVG8++67nD17lsLCwkrHIFhWv379WLRoEQaDkYEDH76m0Fp10Gi0AKxZOZiD+2+8/XnUIxocHBR8M1fcJBSEyqg9r2bCXcXZ2Zldu3ZhNBrZuXMnY8aMIS+vgCFDxnH8+OkqjS1JEkuXLqBXry7s2bOHZ555hlWrVuHk5MSkSa9SVlb+5nvq1Km4urrSr1+/a4qS3I5hw4ahUCh49tnXadKkKwkJlVv9Fe4d0UF21LU/j5eXB9vi1PyytZivfz/J5RwFVXjPzcotpzEbdfi7WbdViORgwD4kkxVlG9F4evKgY188FW5WjeFedju3RjZv3snq1ZsAeP7555FlmYEDB1JaWkqfPn2qN0Ab++qrrxg5srw4UHp6Bn/9tf6Wz9m+fQ+PPPI0Dz30BI899gJ79x665utXk2OVSoWnpyfbt29HoVDw1lsfMbJnM1Z+/w5KlZrHXvuKr/48RI++A0lOTuY///kPz7w2kxbte3LkyBHLf7NCpTz00EOcO3cOX19fZsz4gj59RlbbKntQ8KWKj5996jsyrly/xoirm8S4x5xY/LOWjCti1VYQ7pRIbAWb69ixIwsXLmTfvvLV2l69hrNjx94qj7tkyXxCQoL46quv2LBhw3/bASkYOfJxnnxyDP3790SjKV+5mDZt2h2N7e/vz+bNm2nQoAEpKam0bdsfvd6yW0yFu0/nNlH0awadog2UFWdi7x7KrnNqVh5R88PSY2Tl3PmKjt5gxlBWitJGf82LfZQsKduAwWxglKo3oZdu3cJFqBqDiVtWRv7007mMGPEoJtPfb44dHR1ZtGhRNUdXM/xvm5iLF5OuaV30vwYNepghQ8ayatVG1q3byp9/rqJ//4cYPnxCxTX79h2mTp06FZX3JUli3rx5NGvWDBcXV9Yv+4nHBzXlt8+fx17jwsjnPudwXBw/LF7M/Y+9QXiDFnTr1o3Tp6t281awnLCwMC5fvkzfvn05cOAI9et3IC7unMXnqVf/LE1ijxEQXIbe4MJ3Xz91w2vHTnASq7aCUEkisa3hFi9eTLt27XjttddsHUq1a9myJZs2bQIUDBkyll9+WVql8SRJYvPmP3FwcGD06NF4enqyb98+VCoV8+f/RN++3YmL2wXAsWPHbnvc8+fPExgYSPfu3YmPjwfK+zVu3LijSvEK9waFAgI9ZcYPCmdcLxf6NjVgZ85F5R3LlnMenLykxHAbN+q1pWXsOKnFLagZoYG2XSktkktYVPAXcQkHub/hg3Sxa3nrJwmVYjRBoVaBm+b6K/RGo5EBA0bx/vufIstyRWXhli1bUlhYeM8UgFyyZAmfffYZMTExSJLE++9/ip9fI9q1689rr31wTfIyY8YX7Nq1n/bt25OVlYUsy2RkZNCwYUM2b97JqVNnyMjIoqRE+6+K+0888QRHjhzh0qVLJCUl0alTJ7atW87TQ5thKEph93k7St3a42gHfXq2ofv9TzP3z0N0797D2j8S4QZUKhVr165l1qxZFBUV06nTIL799meLzzP5xY9JT7GnuEhFetqNC1a5uEqMf8yJJYu0XEkXq7aCcCdEVeQazGw2o1KpKt6YGAyGamm/UNPEx8fTunVriouLmTJlEq+99lyVxtu79xADBozCy8uL1NRUUlJSaNasGUVFRbz55ot88slXhIaGViSptxIdHc358+e5774+jBp1PyNHPg7Aww8P5/PP72zlVxCuupJVQIbWk7PpEqUlhbiZkxjcs8F1qygbTfD9qhQ0HsE0qqugYaCMfTV1h/hnVeTb0Uxdn+72rdmRtIWD3perJygLqW1VkQESMyX2J6gYEKvH5TpVkd97byazZs275rElS5ZUbMu9FxmNRubNm8c333xDfHw8BkP5cRQ7OzXu7m5kZpa3QkpLS7vmNTYxMZHw8HD8/X0BuHIlk127dtGhQ4ebznf69Glat26NyWRk7Z4TnM34+3+U2VDMiUO72bB4JhfPn6mG71aoimPHjtGlSxcKCwvp27cbixbNu+kZ9Dtt9/PLj2MoKXHm/pFL8PTMveF1RYVmurfPZNBQR95+3zY3LkVVZKGmEFWR7xKSJCHLMk5OGgDat29v44iso0GDBiQmJuLv78+MGV/wyivv3fpJN9GuXUveeuslsrOz+b//+z8iIiK4ePEivr6+TJ36KTqdjgsXLtz2eImJiTRsWI8ffvic3r274uZW/o9MVEgWqsLfx42mISZ61C8mN/08OuembDip4mxKKQbDtVsojyUrcfcLI0h9jmah1ZfUVsZRwxk2nl1F59DuRJb42Dqcu47GvvxGZ0KGEuN1FnO2bt2FQqHA3t6eoUOHYjAY7umkFspX5CZNmsTx48fR6/UcPnyYSZMmER4egV5vpEOHDhw8ePBfN47DwsLo0aMHV65kkpmZzeTJk2+Z1AI0atSI77//nrIyPT8sWAzAX9+/y7FVH/DM4EZ8++FEnn3mxltRBduJjY0lIyODVq1asW7dVho16kRqarrFxh815kcen/jVTZNa+O+q7eNO/PqLWLUVhDshVmxruG7durFt2zZCQoJITr5MWVlZxfmeu51er6dBgwZcvHiRSZMe5f33b1wm/3Z4etajW7dubN68GQCtVsuAAQPYtm0bAKWlpTg4ONx0jPj4eBo2bMhjjz3Mxx+/A8CkSa+yaNGfKBQKTp/eSUDA9YtCCMKdyC5ScCxZSXaRRHF+Ju1iPLGT9KzbcRafkGa0DDcS6VeFqlO36U5XbKG8X/RgRUdcHd35uXR1NURlGbVxxRYgLlXi5CUljnbQNMREiHf578H48c+yfPlamjdvzuHDh20c5d1jx44dtGzZEo1Gc0fPa9u5Nw//31dsWjqfFQs/Bsp7BmdnZ+Ps7FwdoQoW9Nprr/HRRx/h6enO2bN7r7tj7k5XbO9EcVH5qm2nrvbM/Nyj2ua5EbFiK9QUYsX2LrJ48WIkSSI5uXxLX2Zmpo0jsh47OztOnz5NcHAwX3zxHVOnzqrSeF5eHuzdu5d3332XyZMnA7B161Y2b97MjBkzbpnUAvzyyy8ADBs2oOKxzp3bAeVv5tu1609ubn6V4hQEAG8XmZ6NjYQ6nMHTyUDcZSWHkzU4uAXhIyUQ4Vv9SW1lKRQKElWZ+Ege2JfaOpq7T8NAM/1iDXg6y+w9r2JfvJbu3YexfPlaYmNjOXjwoK1DvKt07tz5jpNaAIXaiaSzx7h8ehsnT54kPDycb7/9ViS1tcS0adOYOnUqubn5jB072erzO7tIvPGuKyuX61i/RvwhFYTbIVZsa4ExY8bw008/AZCTk4Onp6eNI7IurVZLZGQk6enpvP7687z88jOVGmfq1FnMnPlVxedt2rSpqMR8u9q3b8/+/fvJyoqvOHczZMhYtm/fw/Tp03nllVfw8vJk69ZlBAfXqVScgnA9ZhmMRjNgxk5tvbP2lVmxBXDAjgnSAI6d38OeiAwLR2UZtXXF9iqDwchXv57C0TOcV0a3oG/fvqxevbpW9aW9m23ZsoXCoiKGDB5s61CEKmjRogVHjhzh++/nMHRo/2u+Vp0rtlB+w3zSE3kcOmBg9SZvvH1uUQ7dgsSKrVBTiBXbu8z8+fNp06YNP/zwwz2X1AJoNJqKXnMffjibzz77plLjvP76c8yaNZU1axbTrFkM+/fv5+OPPyY39+ZnXf5Jr9cjyzKzZn1d0dPwwIEjBAcHM2XKFKZNm0ZOTi7NmnWvlqqKwr1LUoCdWrJqUlsVOvTsSN1Omya98JLcbR3OXee7734hNLQ57z77AAunP8GuXbtYu3atSGprkO7du4uk9i6wdetWlEoln3461+pzKxQK3pvmhkIBb79WwG2sRQnCPU28AtYCDg4O7Nu3j7Fjx9o6FJtxdnbm7NmzeHl58c47M/j664V3PIYkSYwbN5J27VoyatQwAKZMmYK3t3fFOdtbmTNnDo6Ojkyd+imBgU0ZNOhhSkt1DB06FIBXX32VnTt34uTkxMsvv8vevYfuOE5BuFvEBeSTLxfRx64dCqN4Q2YJBw4cJSamC//3f+8ACr744gtOHz90W0WNBEG4c66urjg5OVFQcOd9xi1l7KNObFpfxoqlYkuyINyMSGyFWsPd3Z1z587h4eHBq69OZebMyt89feyxh/n557nMnTsDKE9wb0eHDh0oKirik08+wcnJid27D6BUKnnllVcqrunYsSMnT54E4K23Pqp0jIJQ25kxs0a7A1+FB80T773dJv/rvfdm0qXL4Erd8Nq+fQ+tWvWmT58HSEu7wqOPPkpBQQFPP/10NUQqCMI/6XQ63N1t03Zn4qN5zJpRBMD7bxeKKsmCcBMisRVqFU9PT86cOYOPjzdTp35K//4PodfrKzXWgAE9efDBoTRqFM2hQ4fQarW39TxJknjppfL2QWazGaPRSJ06156nrVu3Lj179uTw4eOVWl0WhLtFBnlsPrOars0GEaIMsHU4NvXZZ/M5cSKO++8fT3p6BidOxDF06DiGDRvPCy+8xYYN2zAajZjNZoqLiwG4dCmV3r0fYMiQsVy8mEyvXr1ISUnh22+/vSf6mgtCTWAymXB0vE7jaCtw9yh/q96zjz2Ojgpe/798sSVZEG5AJLZCrePr60taWjo9e/Zk795DREe3r1Il4pdeehpZlnn33XctFySwevVq3NzceO21D/j9978sOrYg1CYnQwpIMqbRz74j9kbrFT+pabp37wRAaamOJk260r37MLZt2822bbv54YcljBz5OD4+DfDyiiY4uBl16zajadOuHDx4lC5dupCVlcWGDRv+dSNNEITqZTabcXS0t8nc9RuU38Dau0tPTFM1u3bo+XXR7d2IF4R7jUhshVpJpVKxceNGZsyYQX5+AU899X+VHmvIkH5oNBoWLFhgwQjL2xUdP34cjUbDk0++xPbteyw6viDUJmvLdiHpTbS65GPrUGxm7twZSJKEs7Mzrq6uaDQaZs6cidlsJikpicDAwGuuVypV3H///Rw+fJht27bdk8UDBaEmkGUZR8dbtwSsDv3vK18pLimR2bKxjE5d7Jn6n0IupxhtEo8g1GQisRVqtZdffpmGDRuyadN2kpNTKj3OoEG9yMrKon///mzbtq2i4nFVhYSEEBcXh1KpYtSop8jIyLLIuIJQ22hlHYdS99GmSW88Ffdm2zgvL0+GDOlHcXExzZs3Z82aNbz44ouYzWbCw8NJTU0FICAggD179pCXl8cff/xB8+bNbRy5IAi22opcv4Ga0LDynS5u7gp2bi9DXwafTCuySTyCUJOJxFao9RYvXowsw6OPPl/pMT799D1iYhqwdu1aunXrhkajYdy4cRaJr27dusyfPx+ttpT69dvTseNANmzYZpGxBaE2ya1zdRuywqZxWJNWq+Xll9+lsLD8TeicOVPx8/Nh06ZNdOrUqeKsvre3N5IksXLlStLS0mjXrp2NIxcEAeDPP/8EICoq3GYxxDRVA5Cf9/fZ2pxsy9yAF4S7iUhsBavTarW88sorrFmzxiLjNWnSBG9vbxITL1V6DI1Gw44df3HgwHpeeOEp7O3tWLjQckWfxo8fz549e2jfvj1xcecYOfJxYmK6YDSKrUTCvSPVnIXJbMQv6d6p6vneezP59tufadSoE/Pm/cCTT75MTk4eAGq1mvXr16NSqcjIyMBkMjFw4EAbRywIwj998sknKBQKJk9+1GYxxLaw+9dj//nQNlWaBaEmE4mtYHUPP/wwM2bMYMCAAZw+fbrK45nNZnJzc4mMrPrd1KiocN5++yUGDOgFUOmKy9fTrl07du/eTX5+PqNHj+by5TTGjJlksfEFoaYrlXXEnT9Aq6D2qLk3Kvru23cYhUKBVlvKa699wJo1mypuaBkMBo4fP27jCAVBuBGj0cjBgweJigrH2dnZZnH06PXv870RkffG31BBuBMisRWszmAwVHz84YcfVnm8vXv3Yjab6dixTZXHuupqkYg5c+ZYbMyrXF1d+fnnn2nevDlr125m2TLLrFwLQm1wJDgbN1cvBjp0RtLfvVvpdDodAKmp6fj4+LBixQqcnJyuuaZly5YW+RsoCEL1+OabbzCZTEyY8JBN46gTqOSpSU63vlAQ7nEisRWs7uoqqJOTho0bN1R5vKvVjO+/33Jb+D744DU8PT2YMmUKZ8+etdi4/7R582YcHOyZOPFl8vMLq2UOQahpss35/KXbRl2FHw8buhOod7d1SBal1+uZMeMLAgJi6Np1CNnZueTm5jJo0CBKSkoAGDx4MDk5ORw8eFD0ohWEGuy7775DkiQefXS0rUPh8YnOSP941242i162gvC/RGIrWNWPP/7Ihg0biIoKp3nzGLKysqs0ntlsZvHixXh4uNOwYT0LRQkODg68+OJTACQlJVls3H9yd3fn558XUVamZ/DgR6plDkGoiZJN6Xx36SeK5VJGegwiUhls65CqbNiw8Xh5RePn14hp08p3ehw/fhqFQlGx9TgyMpKLFy+yfPly0bpHEGqB+Ph4goPr1IgbUC6uEkOH/12Z+Uy8qNEhCP9LJLaCVT3zzDMARESEcOZMAk5OmiqN99VXX6HVapk4cZwFortWUlJ5+6DQ0FCLj33V/fffz5AhQzhxIo4RI2xXmEIQrK3YR8VS5/2cMybT374jnqm1u6DU/v2HK9qEhYWFUadOnYqvRUdHs3nzZs6fP09YWJitQhQE4Q5cvnwZrVZLu3YtbR1KhUfG/70dedHCEhtGIgg1k0hsBauaOXMmAQEBrFu3laysbBo0aFjpscxmM1OnTsXOzo6XXppowSjLDRxYXkDqiSeesPjY//Tnn3/SoUMHNm3aQY8ewyzWQ1cQaoM1up2kJMczImgoDtjbOpxKa9y4QcXHpaWlpKWlARATE8OZM2fo3r27rUITBKESfvjhBwCGD7/PtoH8Q8PGasIiytum/b64FF2p2I4sCP8kElvBqp544gnS0tI4fvw4o0aN4ueff67UOGazmfbt25ORkcGYMQ8gSZb/Ve7SpT1NmzZix44d1ZpsSpLErl27GDp0KEeOnKR+/Q785z8zyMjIqrY5BaGmMCtk1rmeRKXR0Nm+ua3DqbS1axfTokVTAK5cuQKUJ7WHDx+2ZViCIFTSmjVrkCQFUVHhRES0wte3Aa+99oGtw+LFV1wqPv79V60NIxGEmkcktoJNNGnShEWLFhEdHV2p53/11Vfs378fgDVrNlkytGu4u7uhUCiqJXH+X0uXLuXZZ5+lsLCQOXO+oX799nToMJC6dZvh59eQ4OBYOnYcyMsvv8uePQfEyq5w1yi1N7Gr7Agx6ii8ryhsHc5tMZvNFYXwzGYzEyY8x+HDx3FzK+8tqVarOXLkSI04mycIwp07deoU/v5+FBeXkJubj8FgZN68H3j00ee5776Hyc3Nt0lcPXv/3frn/bcKkWWxaisIV4nEVrC5zZs307ZtW3r06MGwYcN47LHHmDNnDgkJCf+69sSJEzRq1IjJkydXPJaWdqXaYnNy0iDLcsUKTHWbM2cOOl0ZmzZtok2bNsTFncXe3oFGjRrj7e3DuXMX+fbbnxkwYDSRka2tEpMgWMMxw1mSkk4zwLMHGsW/ezbWJNu378HfvxF+fo3w9q6Pj08DVqxYR9OmTWnUqBEqlYqLFy+KpFYQaqnc3FyKiopo1SqWhg3rMXhw34qvLV26mp0799Or13CbxKZUKnjlzfJVW29viQP79DaJQxBqIoV8G7d6CgsLcXNzo6CgAFdXV2vEJdxDBg0axKpVq1AoFP+686hUKvH09MTd3Z28vDyys7MrrouMjESr1ZKdnU1GxulqiW3PngMMGDCawMBA4uLiasTv/8KFCxk3bhyNGkWza9cqW4cj3OVabVxitbmccs2MDhxBGQZ+022gVNZV63wHez1Yqee98MJb/PDDElxdXWnYsCEGg4Hu3bvz8ccfA3DgwAFatWplyVAFQbCi/Px8PD09adAgit27V5Oamk7jxp158MEHqV+/PtOnT8feXs2Bk7bpLVtYYKZz60y02vL3TMfP+ePoaNndLlFBaRYdTxAq607yULFiK9jchAkTAAgPD+HEie2kpBzll1/m8cQTj9CsWQxms4nU1MsolQratGnO4cMbcXZ2IiEhAXt7e/R6PcuWramW2Nq3b80LLzxFamoqYWFhVlu5vZmlS5cCsGzZD7YNRBAsrMRT4nfdRhxkNcOKW+OWVzO3Jc+c+S4hIUEUFhYybtw4Dhw4wNy5cyu+LpJaQajd3N3d6devH3Fx56hbtxmdOg0CYPTo0Wzbto3S0lLGjx9ls/hc3SSGjnBErS7/fMvG6r0JKAi1hVixFWqE0aNH88svv6BQKHjooaF8/vm0m55rPXv2Ar17P0BhYVHFY/Pnz2TEiOqpXvjll9/z5pvTcHZ2Zvfu3TRp0qRa5rkdvr6+GI16Ll48ZLMYhHuHNVdsr3LJMjHEqQfePkEcMZxhT9kxDArL92ys7IotQGFhETExXSgqKmbMmDEsXLgQgDNnzlS6doAgCDWHXq8nKiqKS5cuoVQq6dGjB05OTixbtoyuXTuwbNkPZBV3tll8FxOM9O1aXmQyuK6Szbt9LTq+WLEVagqxYivUOosWLeLAgQOEhobyyy9Ladu2H8XFxTe8Pjo6ksTEQ0yZMgk3N1fUahXOztW3JeiZZybw5ZfTKSkpoWnTpgwfPhydzjZ3SPPy8ggKqnPrCwWhliryUfKLZge79cdooo7iYUN3nHIsn9hWhaurC48+OhpZliuS2ldffVUktYJwl7CzsyM5OZmCggKMRiPDhg1j2bJlxMY2rhE7psIjVHTqUt4iLeWSifS02t0LXBAsQazYCjXOhAkTWLBgAW5uLqxb9yv160fZOqQKCQmJjBr1FOfOXcTBwYGZM2fy9NNPWzWGOnXqUFpaQmKiaCMiVD9brNj+k6YYhkld0Hh6saRsA4XyjW943amqrNgCNGnShZSU8lUNDw8PcnNzLRGWIAg1zOnTp2natCmOjg6cP78PB4fyAne2XLEF2LW9jAkPl//deXyiEy+/brn36GLFVqgpxIqtUKt9//33fP755xQWFtO+/QCeeOIljMaasVoTERHG/v3r+fLL6UiSgmeeeYa//vrLqjE0b96c/PxC0edWuCdoneFPzT6UShVN1fVsHU6F9PSMiqQWEP1qBeEu1axZMxo3bozZbGbZsh8qktqaoENnO4LrKgH4Zm4J+jLR+ke4t4nEVqiRJk2aRHx8PBEREfz++1+EhrZk376a88Zx1KhhxMfvBmD+/PlWnXvKlCkAvPXWR1adVxBspZQyknIu4JOntuq8W7fuwsMjivvvn/CvvtEffji74uNOnToRFhZm1dgEQbCOq8eOOnduR8uWsbYN5n8oFAoen/j3May1q0ttGI0g2J5IbIUaKzo6mvPnz/PZZ5+h0+kYNmyczc61Xo+rqwuenh7s27fPqvN27tyZ8PBwfv/9Lw4cOGrVuQXBVszaMswl1v33X69eBABbtuwkOrodS5eWt9fKzy/k119XVFz32WefWTUuQRCs5+TJk0RGRrJ9+x4OHz5u63D+ZfD9GjSa8gryU54vsHE0gmBbIrEVarzJkyczbdo0Skt1LF++1tbhXKNly6bk5ORw4sQJq867c+dOJEnikUeerlHJviBUBwUKooObklHHfOuLLSgwMIBmzWIAyM3N59FHXyA6uh1Nm3bFYDAA4OnpSWxsrFXjEgTBelQqFVu3bkWhUPD001NsHc6/ODoqGDVGA4Asw4ljehtHJAi2IxJboVZ49NFHAaqtX21lffTRmygUCkaMGGHVeevUqcOUKVPIzMymSZOuZGVlW3V+QbAmGRm9bMC1WMVt1Du0qI8+eqs8hv/Om5mZTVHR3wWspk+fbtV4BEGwvqCgIAYNGsS5cxfZvn2PrcP5l0fGO3G1Q+IrL4pVW+HeJRJboVbw9PQkPDycjRu389JL79SYYlJhYSEMHNiLc+fOWf2s7bRp05g6dSpZWTnExHSpcUm/IFjS5pRNNPaOwf+Sdedt3boZX3wxjZYtY3FxcQbKk1w3NzcUCgWPPfaYdQMSBMEmFixYgCRJTJ78mlXnNRhU7NvTnsSL4Te8JqCOkt79yotaJZyvGe+PBMEWRGIr1Bp//fUX/v7+fP/9L/j7NyYsrCWtW/fhs8+++VdhF2uaN+9j7O3tefLJJ/H392fXrl1Wm/uNN95g6dKlKBQKJkx4jvDwlgwZMoZvv/2ZwsIiq8UhCNXtnGcupSYdoRExVp979OjhbNjwG5cuHWXKlEkAFBQUWH31WBAE2/H09OShhx4iJSXNajeSjx1pTr9uuxgz8g8G9NjK9q3dbnjt0885o1ZDdAPr72wRhJpCJLZCrdGoUSPS0tKYN28eTZs2xcnJmaSkFN55Zwbh4S1tth1Xo9Fw5sweRo0aRnZ2Np06deL111+32vxDhw4lPf0KQ4cORa22Z/v2vbz88ruEhDQnLKwlzzzzitViEYTqYq+ww1HpQJGstWkc584l2HR+QRBsZ/78+ajVal555b1qn+vA3raMe+g3VBpvpnx6hUat9Dzz+PfExzW87vX1G6j54GM3zsYbWbTQtn8nBcFWRGIr1DpPPvkkhw8f5vLly+h0Ot59910KCopo06Yv+fmFNonJ3d2VL7+cztGjW7CzU7NgwQIrz+/O0qVLycjIoKysjJ9++omBAwcCCn75ZSl79hywajyCYGmmVA1njtlT+ltP9Fc8bBJDenoGK1asIygoyCbzC4JgWxqNhieffJKsrBymTZtTLXPIMvzw7WOMHfUbdevJPPtBDmH19Tz6Sg5evjJfzHrxhs8dcr+G4Q868vmsYtHTVrgnicRWqNUkSeLtt99m9uzZ5OUVEBbWAj+/RjRr1p29ew/d1hhms5lduyzTsic4uA6SpMTJyenWF1cTOzs7Hn74YVauXFmxLXrt2i02i0cQLKHMyUhWmprBD+vwXDoaXUKA1WN47bWpyLLMrFmzrD63IAg1w5w5c/Dx8ebjj78kJ9sEgK5UZtN6HZ98VMjHHxaSlWmq9PhT33mPD999j273aZn0Xg72DuUJqtoO2vcpZfuWnpSUaG74/MeeciYv18zWzTWvY8LZs2c5duyY6OYgVBuR2Ap3heeee46ffvqJ/v37U69ePS5dSmXw4Ec4f/7iLZ/btm0/Bg16hPT0DIvE0qRJQxISEpg4cSIAmZmZFhm3Mho0aIBSqWTLFuud+xWE6qByL2G72zpO7HNkwvOFOP0+kiuzhmLMdbZaDEVFJQD4+PhUPJabm2u1+QVBsD1Jkti0aTMAzz6Vj1Zr5rmn83j6sTzmf1nCN3NLOBtf+QJOq1bcT+NWpdz/WD5K1bVfi4rRodfbcf5s/Rs+PzxCRVCwkiOHDJWOwdISEhJQKBTUr1+fZs2a4ejoiEKhICgoiJiYGIYOHUpxcfGtBxKEWxCJrXDXePjhh1m9ejUnT55k48aNGI0mevYcjl5/455ue/YcqEh+z5w5b5E4Vq9eREREKPPmzSM0NBQ/Pz+ioqLIzrb+GWBJkmjSpAnx8ecslrgLgq04Nr3IknWFXE5UM/HNPORT9dGdDbba/O+//yoAP//8c8VjcXFxVptfEISaoUmTJnz55ZecPmnggfty2LqpjOat1IRHllcn7tDZrtJjj3pkAacOOvL5m14U5F77Nj3hdHnlY/+AtJuOEdNUXaP62R4+fPi6j6empnLq1CmWL1+Oh4cHp06dsnJkwt1GJLbCXal79+7MmTOHwsIiBgwYXdEeaMmSZbRp05eYmC60aNGD++57pOI5SUkpFplbpVKxb99afH29SU5OBuDChQsEBwexfv16i8xxJ7788ktkWebRR5+3+tyCYEmyDIWHI5j7ri9Kpcx9Ywowl9pbbf6GDeuhVqvYv39/xWNnzpyx2vyCINQcEydO5OffvQgMVuLtI9G1uwN5uTKNm6hRKBSVHvfZlz5h9ldPkpVawpzXvNGXlY9VXCix8mdnRo7+Cf+AKzcdI6apmrhTRszm6jtn+/HHH9O8eXMSExNvee0DDzyALMsV/6WkpPDZZ58xZMgQwsPL2xgZjUaaNWtW8b5JECpDJLbCXWvy5Mn07t2bQ4eOERHRmqCgWCZOnEJCQhIlJaVkZeXh6enFmjXlZfs3b95hsblVKhVt27ao+Pyzzz7EZDLTt29fXnzxxoUfqkO7du1o164de/ce4sUX30ar1ZKfX8jx46dZtWoDcXHnrBqPIFSarMCly3G0Jh3LFrjTsV8xxqV9SX1zPLLROi9ngYEBnDt3DrVaDcDKlSutMq8gCDVP4yZqvl7gye7DvjzxtIbiIjMuLpVPagEUCug/aCULFw8n+4qSn2Z7UFwosf43VxQYeeHl6bccw99fSWmpjE5XPYmtTqfj9ddf5+jRo0RGRjJ8+HBWrVpFdnY2r7zyCmPGjGHy5Mm8/vrrDBs2jLCwMIKCgtBqy6s1BwUFMXnyZJYtW0ZCQgLr1q0DypPb+vXrM2PGjGqJW7j7icRWuKutX7+eGTNmUFZWhlqt5tVXX0Wr1ZKbm0thYSGZmZn069ePgIAA1q3bSmKi5e4URkVFVHy8aNEfHD++lcDAAGbNmsXatWstNs/t2LRpE+Hh4SxYsJjAwKaEhbWga9chPPLIM3ToMIAPP5xt1XgEoTIUkozfMysJnT+bA7tVIEOb7iWUngtENiqtEsNDDw2jrKyMkJAQALZv326VeQVBqLnmf1VC/ZAMDAZQqcsT2+NH9XRuncHKZaWVGjMy6gLTZz3LqQMqXhldh01LXXlq0mw8vW59rt/eoTwGXWnVEtvLly8jSRKOjo6cP//3ca3c3Nz/rrDG4OvrzZ9//smgQYPw8fFhxowZ/PTTT3zxxRdMmzaNZcuWkZSURGpq6g0T1j59+lS0SdTpdLzyyiuMHTu2SrEL9yaR2Ap3vZdffhmdroy8vDymTZuGnd2/z778/vvvmM1m+vV7CLPZbJF5H3poCJJU/k9s//4jLF++hrVrlwCwYsUKi8xxuzQaDWfPnmXatGmMGzeOJ598knfeeYevvvqKgIAAPv74S8aMecaqMQlCZSmUMkQkcTlRTf3YUly7H0VysE6hlKefHgeUt9gCKCgoEFvnBOEed/VthZ0dnDyuZ+/uMkbcl8OVdDMqdeXHHTh4BVv3tOKN/7zF9FnP8sTTX97W8xyuJrZVLD7s6+uLLMvodDrq1avHyy+/zKJFi2jSpAkAkyZNID5+N3Fxu+jSpf1131/9U0DAjavZf/DBB3Tq1Kni859++on7779fFOgT7ohCluVb3s4pLCzEzc2NgoICXF1drRGXIFjda6+9xkcffURkZBjr1i3By8uzymPu2LGXoUPHYTabsbNTk5ERh49PAzw9PUlOTsbBwcECkVeNXq+nffv2HD58mIYNo9m8+Y8aEZdQM7TauMTWIVxXzm+daUlTeg4t5LON53Hsv+eOxzjY68FKze3j04CYmBiOHj0KwPPPPy9aAAnCPej85ToAZGeZaN+8vAOCo6OC0v+ulD4wypGp092tHtfBfWWMHpHLum0+hEeobv2E64gKKi9QpdVqCQsLu6bDg0Kh4MUXJ2I0Gli6dA2XL6dxNZ3w9/enWbNmNGjQgLp16xIREUG9evUIDw9Hpbp5LEajkejoaC5e/LujhZ2dHd9//z2jR4+u1Pch1H53koeKFVtB+K9p06YxduxYLlxIpFGjTqxevanKY3bu3I61a5fQoEEUjz32MABPPTWWzMxMYmJiqjy+JdjZ2XHo0CFGjRpFXNxZnnrqZVuHJAi35D5wP6fMZ1E5mOjYKt2qc7u5uZKWloafnx8Af/31l1XnFwSh5tCVyrRvnsnVelH/LNj02tu2WQzKySnfeebmVrXzvlC+4ys9PZ0+ffpUPObq6szMmV8xZ843ZGXl0K5dOz777DOKi4tJT09nzZo1zJw5k+eee46BAwdSr169Wya1UF6fJCEhgZdfLn8f0qpVMyRJ4uGHHyY/P7/K34tw9xMrtoLwP1asWMHIkSMpKytj5MjBfPXVjIotxZbSq9cIjhw5gclU+Sbu1SEoKIjs7GyuXBEl94XaYe6Sozj7N6FbjJJAT6hCMdLb1rPncI4cOcGQIUNYtmwZAGVlZbfchicIwt3FfKUeAMqAv8+ftmthT0a2iYvJRr74yIeJY92tHtcHs3KZ/U0emafDK12hWfL/d2HJ2bNnM336dGRZpkGDBrz88sv079+/quH+i9FoxM7OjqZNG/HQQ8N45ZX3WL58OYMHD7b4XELNJ1ZsBaEKBg8ezOXLl6lfvz6//rqCJk26kpJy855xdyo4uA5ms5ldu3ZZdNyq6tSpE2VlZaLnrVBrjOgdibOdnl3n7Phjr5nZv5xhzxkT6fkKqqvTxZNPjkGW5WsS2QULFlTPZIIg1HgJB0Lx9S4vYOfurmTHiiBG3OfM5NeyKC6xTN2OOxF/Xk+DSLsqtR26nueff5709HSuXLnC1q1bqyWpBdi3bx+yLNO9eyfat28FcE2bNUG4EZHYCsJ1eHt7Ex8fz/PPP09qajrNm3fn7benk5ubb5Hx33nn/1AqlQwfPtwi41nK888/D0BsbDeOHz9t22AE4TZ4e7owpJ0jXRsYcFLkgmwkV2vP9ng1P20uZv/Ri7ce5A7df/9AXF1dWLZsWcVujoULF1p8HkEQaofQYDXpJ8MxpUex6udAAvzUvDLJA1mGE3FlVo/n7AU99aNq7w4Se/vy/uQ6nQ6VqvyGwenT4j2JcGsisRWEm5g1axbbt29Ho3Hi88+/JSKiFU2adGXu3AVVqp4cEhJMmzbNyczMtFgVZks4cOAAAHq9ga5dh9So2AThRhQK8HeX6d/Om+dHN2ZAMyM9G+kpzM/hojaCUykSV7K1GI2W2fovSRIzZ76LXq/HxcUFgCNHjlhkbEEQ7g6Nou1Rq+HYKesmtmazzJlantheLcZnNst06DAQhULBmDFjbByVUBuIxFYQbqFz584UFBSwbt06evXqxZUrmbz++of4+zfmjz9WVnrc/v17Issy7733ngWjrbw//viDZ599Fje38jfqlt7CJAjWolCAtys8NrAO9epInElTsu28O7/tU7PuuIqz6RJ5BZXrLXnV8OGDiIwMo6CgACg/Y3vlyhVLhC8Iwl3Azk5Bo2h7jlo5sb2cZkRbKtfqxPZqoah5837Azc2NY8eOcf/999s2KKFWEImtINymPn36sGHDBnQ6HbNnz0apVPLMM6+Qn19YqfEmThyHq6sLM2bMwGg0WjjaO5OQkMBDDz2Eg4MDhw9vIi/vPLm55yxeNEsQrMnRQU2LMBP3tTDgL53BXb6IiwMcS1Ly514je49V7ez8woVfXPP5kiU1szWSIAi2EdvYnqMnrJvYxp/XA9CgFie2er2+4uOPPvqoom+uINyKeNcqCHdIkiSee+45lixZgl5vYNiwcZUe58UXn6K0tJRFixYBsHHjRj799FNKS6u2mnSnunfvjslkYunSBRbp3ysINYmdCrq2Cad/p1A6RBvpGJaJqTSL5NJQ1h1X8ePK82zem0hRKej05mvaddxMw4b16Nmzc8Xnov+zIAj/1LOzhqOnyti5z3qv6RcvGVCpoG5g5frX2toXX3zBli1bKnaNRURE2DgioTYRia0gVNLgwYPp168fR4+e5LvvfqnUGI0bNwDKS5k/88wz9O7dm5deeonvvvvOkqHe1BtvvMGlS5eYMGEU7dq1tNq8gmArgf4ePDEknA71DHg4yZQqPMgimtXH7Fh+2IFfdin4c7+CtcdVLNuZw+9rTlCqv/5Y3303G7VaDcC7775rxe9CEISabuRgZ9o0d+C5NzMxmaqpTPv/KCoy4+oioVTWvuNE0dHRTJ48GScnDcOGDah4TBBul0hsBaEKli9fjrOzM6+++j5ZWdl3/Pyr1f5MJhOLFy+ueDwtzbLthW5mx44dKBQKZsx422pzCoKtKRQQ7CXTJtLEkwO9GRBbSreGBhp4Z2PMOkyYtwEfF5m8IjNG9+asOGzH2uMqtu1PvGYcjZML+47soV2PoeTl5drouxEEoSaSJAVzPvDh+Gk9//efbHS66i/IWFhkxtW59r29Lyws5Pz58n7AMTENMBgMANSpU8eWYQm1TO37zReEGsTOzo4//vgDo9HI/fdPuOPnq9XlW4WKi4vJy8sDyos29ejRw6Jx3kxkZCSyLFNYWGy1OQWhpnFxVOLnJtM0ypVx97egeYSKluEmJvT3YVBsKe2jjJSVFHDFHM1fe4soKYMla+JYfkjNgRRfxrw0Gy/fQFt/G4Ig1DCtYh2Y8bY3cxfmE9vjEuu3ltz2cYfKKCw241ILE1tXV1cKCwvp2rUre/ce4q+/1mNnpxa1PoQ7In5bBKGK+vTpQ8+ePTl5Mp5Ll1Lv6LmxsY0BWLZsWcVjRqPRqolt06ZNAThwQLQrEYTrcdaoqett5r62GjzNZzCpPVl5xA48YrEzZtCrsYF3JrRHLYn2WIIg/NtLEz04uimEAF8V/UelERSbyGMvZrBsTTEGg+WS3GOnyvjy+wJOxt/g7EQN5+zszObNm2nUqBEAb70ldpIJd0YktoJgAdOnTwfgww9n3dHzNBoNfn4+xMfHA/DUU09Z/e5kmzZtADh69KRV5xWE2kaSFPTuEM6AWANtI43IOYfp09IFLxeZ/NxMvLy8bB2iIAg1VIN6dmxZGsjWpUE8MsKVfYd0DH80nQ/nWO4Iw8dflY/Vt7vGYmNamyRJnDhxgoyMDN58801bhyPUMiKxFQQLaN68OZ6enmzcuP2On9uvXw9KS0t57733mDt3bjVEd3MtWrQAIC7u7A2vOXr0JJMmvWqtkAShRrNTQaiPmYcGxmBvr8ZoNKLXG/D19bV1aIIg1GAKhYLO7RyZ/pY3p3aEMGyAM9t2W6Zi8qXLBv5YWcy0N7z4/ZsAi4xpK5Ikib+nQqWIxFYQLMTf35/SUt0dP+/jj9/B1dWF9957j+zsOy9AVVV2dnY4Ozuzdu1mEhIS//X1uXMX0L37MBYt+pOMjCyrxycINd1335W36xowYICNIxEEoTbp003Djn2lrFhXtRoXsizz9KuZ+HgpmTjOHY1GvL0X7k3iN18QLMTR0RGj0XjHz1OpVPzww2cYjUb69OlTDZHd2ooVKzAaTXTqdB8ffjibRYv+YMKE54iIaMXrr38IgKOjA35+PjaJTxBqsu+//wWlUslTTz1l61AEQahFHh3lytD+ToydnMGZ85U/F/vzH0Ws3axl7gzfWlk4ShAsRfz2C4KFtG/fHoPByAsvvHXHz+3WrSO9enXhyJEjdO/enUOHDlVDhDfWvXt3fvjhB0DBxx9/yaRJr7Fs2Rpyc/MBUKvV/PbbN/zww6+kpqZbNTZBqMlSUtI4f/4irVu3RqVS2TocQRBqEYVCwYI5/gQFqBj5RDpGY+UKSf2ytIgenR0Z1NvZwhHWXFu2bKFDhw422ekm1FwKWZZv+a+osLAQNzc3CgoKcHV1tUZcglDr6PV63N3dcXS0JyHh4B0/X6fT0b37MOLjy/u4/fDDD4wdO9bSYd6U2Wxm/fr1ZGZmsnz5cpYvX44kKfD19SEjIxNZBldXF5KTRQVlQQDo2fN+Dh8+wYEDB2jVqpWtwxEEwYrMV+pZZJwjJ3S06pPCN5/6MuEhtzt+fnT7JO7r48TH71huV5Xkf85iY1WHoKAgUlNTCQkJ4cKFC+LG4l3sTvJQsWIrCBZiZ2dHZGQkxcXaSj3fwcGBPXvWcOLEdhQKBT/++KOFI7w1SZLo168fY8eOZcqUKUiShNksk5OTR+PGMfTu3ZvCwiJOnIizemyCUBP8/LMLn3ziQWmpgl279nH48Am6dOkiklpBECqteRMHhg9y5r1PctHp7qxtmMEgk5RiICJUXU3R1TxHjhwhNbW8vWJycjIODg7s3r3bxlEJNYFIbAXBgrKysnBxcarSGMHBdXB3d+PIEduuirZr147U1FROnTqFXq/nxIkTfPHFFwAMHDiaDRu22TQ+QbAWsxkSE1WUliqYPNmPDz7w4rnnfHjyyf9DkiR+++03W4coCEIt994UL1KvGJm3sOCOnnfkZBlGIzSIsqumyGqer7766prPTSYTHTt25MEHHyQ5OdlGUQk1gUhsBcGC8vLyLFJgaciQfuTn5/PXX39ZIKrK8/f3r2iUDhAVFcWXX36JVlvKyJGPExvbne3b99gwQkGoXrIM48b507x5KOPH+wMQUq+M9esl0tIyePTRR0VbCkEQqiw60o4OrRx46T/ZDB6bxupNJbd8jizLzJqXh6e7xH1j0jCbK3dGt7aZP38+KSkpyLJMRkYGderUAeDXX38lNDQUSZL49ddfbRylYAsisRUEC1i7di3u7u6UlZURHh5S5fHee698G/Crr9a83rFPP/00ubm5jBgxgpSUVIYMGUurVr1JTBR3SYW7z8yZHqxc6Ux0rI7NWzS4uJnQFkmUaHeg0Wj+tXIgCIJQGZfTDOw9XN4ycNWGEu57JI15C/NveH1ZmZlHnsng95XF5OabKS6ROZdgsFK0tiVJEkFBQQD4+vqSmprKs88+i6OjI1Ce8D/44IPMnj3bhlEKtiASW0GwgI8++oiCgvLtQ23btqzyeM7OznTo0Ir4+HgSEhKqPJ6lubq68ttvv5GVlcXgwYNJSEiiVas+zJv3A2bznZ0PEoSaSpbh+wXlhSoeeyWbmb9e5sm3sshKV2Myzmf69OmiYIkgCBaxepMWoxFW/VyHqPDy87Kbd5Zec01KqoE3PswmpEUifo0TWbqmmLqB5X+DXnjSnfo1ZDvyxo0beeyxxzh48M4LaVbWnDlz0Gq1GAwG/P3Ld9e88MILvPHGG1aLQbA9URVZECwgPDycxMREAA4cWE9UVHiVxzxz5jzt2vWnb9++rF27tsrjVae9e/fSq1cvSkpKUKvVtG/fkilTJtG+fWtbhyYIVXL8uD1duwbzzLuZNG6l48dZnhzcWoijY2MKC3NtHZ4gCDZkqarIACfjy2jR6xITx7nRqa0jE6dk4umuJCPLRN1AFb7eSnbsK8VJI/HICBc83JRs2a1lz4HyVd788xEW7WFblarIarUao9EIlL8/+vnnn2nXrp2lQrslrVZLVFQUaWlpAPTu3Zv169dbbX7BskRVZEGwsqtJrUKhsEhSC1C/fhTR0ZGsW7eOL774gvz8fJ544gmr97i9He3atSM3N5cPP/wQWZbZvn0vAwaMJjg4lrfe+kis4gq1liSV3/t1dDJTXChxaLsGo/Fzhg8fYtvABEG4q8Q0sOeN5z354rsCRj5+BZ1OJjrSjlcne9ClvSMajcScqT5cOhLGZx/4kp5hrEhqf/vG36JJbVXVqVMHpVKiX78eJCUl0alTJ/bu3XvD6zMzM5k+fTqPP/4448ePr/LNfI1GQ0pKCl26dAFgw4YNrFmzpkpjCrWDWLEVhCq6+u8DwMPDnYsXLbf1Jj+/kGbNupGfX8jAgQNZtWoVAO3bt6+xpe0VCgXAf1sFlSe0TzzxCNOnv23LsAShUhYvduHpp/2Y9UcKh3Zo+OVzD2TZj/T0kxXb3QRBuDdZcsX2qrx8E0XFZny9lTg4XD9ZXbK8iNETrwDw9Se+PDb6znvf3kpVVmyfe+45PvvsM9auXYJaraJnz+H07NmTjRs3/uvap59+mrlz5/7r8RdffJGZM2dWOoarrr4nmT17Ns8991yVxxOsT6zYCoIVrV69uuJjR0d7i47t7u7Knj1r0Ggcr5lnz549fPrppxady1KeeuopgGtWaa++sAhCbXPmjB32DmYkJZw/6YCkPE54uKtIagVBqBYe7krqBqlvmNSmphsrktpFc/2rJamtqvvuuw+A7dv30KJFU9RqFadOnbru7q0braSGhoZWOY5/tv5p0aJFlccTaj6R2ApCFV3tYSlJEgUFRRYfPyDAj/Xrf0OWZRwcHCoeX7BggcXnsoS5c+cSEREBwNCh/Tl3bi8fffSWjaMShMrp0UOL0aBg6kR/Th5wwGTcyMCBA20dliAI96DvFxfQYdCl8o/n+PHgEBcbR3R9y5cvB2DQoD4AjB37IFeuXGHkyJH/ujYuLo7333+f7t27M378eJYsWYLJZGLy5MlVjuORRx6p+Lhly6oX9hRqPrEVWRCqQKfT4eLigtFopE6dOqSlpfHdd7MYNszyb3yHDBnD9u17iYyM5MKFC3h5eZGdnW3xeSxBq9USHR3N5cuXee65x/nPf6bYOiRBqBRZhkGDAtm92/G/j/Tn5MkZNG7c2KZxCYJge9WxFfl/GY0yxSVmnJ0k2vRL4dipMk5ur0vDepbdIfa/KrsVOTMzk6CgIOzt7UhJOVbxeKtWvUlISOLS/7d331FRnP3bwK9dYOlFUCkqioiK2AgkiNiiJsbeYv8peSyPUYxgrIkh6mOPYuwaNYqaGEvUxBJjxYIRFNFEkQAqliCIERBRl7bz/sHLyu6yy6LAsnB9zvEcZ+57Zq6ZvWH3y8zOPHggf1RPeXN0dERKSgoMDAzkN7Mi/cNLkYkqyIwZM+S/LPPy8mBkZIT//ncadu7cV+bbWrZsLgCgV69eiIiIwLlz58p8G2XFzMwMCQkJqFevHlat2ozg4CW6jkT0Rh4+NMTFi6ZwdM4BIINEcoVFLRFVGJ/uD2HX9C72/PocZw/WxfM7ruVe1L6N999/H7m5ufj++5UK8zduXAZBEDBs2LByzzB27FiIRCKkpBRcsu3k5FTu26TKgYUt0Vu4ceOG/P+pqakYP348TE1NMXnylxg1KqBM7wacnl7wnFypVAofHx94eHiU2brLg4mJCeLj4+Hg4IB167bqOg7RGyn8EX6ZJYaBwZ9wd6+j20BEVCV8v+sZ1m3NQH7+6wsnn2fJsOfX5+jY9yEMHBPQbUgS3mlpjHdbG6NHF3NYWohhZlZ5P7p/9913uHXrFgYM6IkPP+yk0Obl1Qq+vt4IDw9Hv379yjVHixYtFKY7d+5crtujyqPy/nQQ6YHTp09jz5498rsinzlzBsnJyfD09MThwyfQvHkHJCc/LpNtzZo1HyKRCHPmzCmT9VUEExMTdO/eHYIg4PHjJ7qOQ1RqEknBh85naYbIzz+NHj166DgREekrqVSGlNQ8PMvMx7J16Zg8+wkGjE6Wt7ft+RDDP01B+P9/jE+DeobYHGKPiGPOqGFjoKvYWnv16hUAwNq6+MtFjxz5Ed7erfHrr7/iiy++KLccgYGBOHz4sHy6Xr16xfb74YcfYGtrCz8/P2RmZpZbHqo4LGyJ3oJYLMbgwYPldwCMjY2FWCxGdHQ0ZsyYgeTkx+jXz79MtnXzZiyaNWumd3djHTVqFACge/ehkEqlOk5DVDr29vlFps5h/PjxOstCRPotZEMG6rRKxBcLn+L7b+0BAEdOvEBkdMF747fza6FPN3Mc+cEJmXdc8d1ye13G1doXX3wBe3t7zJw5EwCwa9f+YvuJxWKcPFnwVa34+Dd/nJA2evXqhffeew8A8OzZs2L7zJo1C+np6fjjjz8wfPjwcs1DFYOFLVEZmD9/PgBAEAR06tQJv/76KxwdHeHm5ob4+DuYPn0eZs9ehKysrDfeRl5ePmrXrl1WkStMp06dMHbsWCQmPkCDBl4ICdmAnJwcXcciKlF8vBFu3Hj9XTZT02jUr19fh4mISJ+kpObh/f7/oK//I5w4+wJff/MUAGBoCLTxMsGET6yxZlEtvOdZ8HumawczHAx1Qvcu5jCvxJccKzt16hRSU1Pl7+0TJnxS4jJGRkblnAq4dOkS5s6diy+//LLY9pCQEBgYFJwJP3r0KO7cuVPumah88a7IRGVky5YtGDdunMY+deo4Ijr6FCQSSanX36CBFyQSCVJT9fOS3h07duCzzz6TX+4jkUjQpUt7ODra49mzTCxePBu1atXUcUqiAhcvmqBXr9d37hSL78HLazAuX76sw1REVJmUdFfkDdszMGlWwXt2/KX6OHryBbxbm6CNlwnE4sr9fPfS3BU5IyMDLi4NkJHxDPXqOeH48b24dSsejRo1QP36qpcB29k1RocOHREWFlaWkd9IeHg42rdvDwDw9PREdHS0jhORMt4VmUgHxo4di61bt2Lq1Kkqbc2aNcOUKVOQlJSM9u17v9Elue3avYcnT/6V3+VP34waNQrp6eny79Xk5OTg2LHT2Lp1F/bvP4I+fUbpOCHRa2lpit9nk8kOyb9yQESkjTHDrBF9yhkZCa5wbSDB5HE10PZd00pf1JaWjY0NYmP/ho+PDx4+fIRmzdrh449HY+hQ1a9uhIbugUwm4MWLFzpIqqpdu3bo2bMnAODatWu4dOmSjhPR2+AZW6JykJaWht69e+OPP/6Qz2vWrBl8fHywbds2WFpaYO/eLWjTxkvrdZ4/fwl9+47CjBkzsHTp0vKIXSFkMhns7OyQkZEhn2dubo5Xr17h6dM43QUjKuLVKxH69HFCVFTh82vHIDl5od59x52Iyk9FPMdWV970ObaXLl3Ct99+i3379sHIyAjnz/+Kpk3dIJVK0bFjX8TH34WpqSmOHDlSqe5WXLduXSQlJcHU1BSpqamwsLDQdST6/3jGlkjHbG1tcfHiRRw+fFh+x+Rbt25h69atWLduHV6+fIXu3YdiypRgrR8J1KGDLyQSCX766SeVtgULFqBmzZoYMGCAykPIV61ahUGDBpXpo4fehlgsRnp6OlauXCmf9+LFCxgaGuouFJESU1MBJ04kyaclkvssaomISuDr64u9e/ciNDQUeXl56NLlY7Rv3xtOTi0RH38XQ4YMQUZGRqUqagHg+PHjAAru7NysWTOVz1KkH1jYEpWjXr16IS0tDRMnTsS8efMAABMnTsSdO3dQv359hIbuRoMGXvj558MlrKnAgAE98PDhQwwcOFBh/ty5c/H06VMcPHgQ9vb2Ct8RmT17Nn7++WcEBQWV2X6VhcDAQCQnJ8Pd3R1AwY23wsMjdJyK6DVRkasFa9TQz++2ExHpgr+/P2bNmoWXL1/i5s2/4ebmhmnTpsHGxgbt27eHg4MD9u7dq+uYch4eHvK73j98+BBNmzatNCcESHu8FJlIh5YtW4bg4GBkZ2ejceOG2LFjHZo0aaRxmc6dB+DatRvo0qULxo0bh4EDB8LCwhx16jhi1KjB+N//QiAIAqZNm4ZvvvkGPXr0wLFjxyAWi/Hw4UM4OTlV0N5pLyQkBDNnzkR+fj4GDOiJ775bzjO4pHOCANjaFvw8euhuxJ4AACXrSURBVHp6ITr6qo4TEVFlwkuRNZNKpejatSsiIyMVzoCKxWJ50bh69Wp89tlnb72tsjJ06FDs2bMHANChQwecO3dOx4mIlyIT6Ynp06cjLS0NAwYMQEJCInx9u2PUqAC8fPlS7TInTuxFkyaNcPr0aQwdOhQWFhaoXdseDx4kITDwv7h8+XfY29fCsmXL0KVLF3Tv3h1AwXdbJ0yYUFG7VipTp07FgwcP0KxZMxw4cBRubj64dClK17Gomnv27PVbZIMGfMwPEVFpmJiYYM6cOcjLy0PNmrb4/PMJ+PPPs7C0fP391cmTJ+PKlSs6TPna3r175UUtAJw/fx43b94s9XpevnzJs706wsKWSMfMzMywf/9+xMTEoEmTpjh8+AQaNnwXx46dLra/oaEhIiKOITHxKlq2bIbs7Gw8fPgQHh5NAACuri6IibmAd9/1xJkzZyCTydC1a1eIRCL4+vpW5K6VipOTE2JiYrB06VI8f/4CPXoMw7hxn/PNgXQmIaHwOYtP4ObmptMsRET66IMPPkD79u3x779pcHNzga2ttfzsrbGxMUQiUYmPSqwo69evl/9fLBZDLBbLn3OrLV9fX5ibm6Nu3bold6Yyx8KWqJJwd3dHbGwsdu3aBUCEESMm4MCBI2r729hY4fDhH+Dp2QItWrjj0KGd8jaxWIyff/4e1tZWCAoKQuPGjSGTyTBr1qwK2JO3M2PGDNy7dw9NmjTBzz8fRqNGPrh8+ZquY1E1lJBQ+LzpY2jZsqVOsxAR6avffvsNZmZmmDBhBn78cT/u3r2C0aOH45dftqNePSfcuXNH1xEBACdOnEB4eDiys7ORn5+P/Px8+X1AtPHo0SNERBTcKyQ5ORnZ2dnlFZXUYGFLVMkMGzYMMTExMDU1xdixUxAaukdtXysrS5w5cwDnzx+ClZWlStvNm+fQoEE9rF+/HnPnzi3n5GWnbt26+Pvvv7FgwQJkZj7HRx8NwY4d6o8DUXkwMyu8WuAJ3nvvPZ1mISLSVxYWFoiLi4OZmRmWLl0DiUSCkJB5aNPGCx4eTZGVlQWpVKrrmJBIJPDz84NEIim5czGOHHl9MsLZ2RnGxsZlFY20xMKWqBJydXVFbGwsLC2tMGXKVxg0aMwb3XrewsICkZEF37mdN28eTp8u/vLmymr27NmIi4uDhYUFAgO/wtKla3QdiaoRE5PCeys+h6urq06zEBHps7p166J79+5IT3+G5OTH8vm1a9cEADx+/Fjdonrj1atXAAqumrtw4YKO01RPLGyJKilnZ2ckJSXhvffew6lT59GkiS+ePPm31OuRSCS4cOEQxGIxxo0bp3ffWXV1dcW9e/fg4OCAJUtWY/78FbqORNVE48a5MDZOBXAYYjHfLomI3sakSZMAAJ9+Ok0+r0uXDgCA/fv36yRTWQoMDMSff/6J27dvw9nZWddxqiW+UxNVYgVnXCOxdOlSpKVlwMfnI2RkZJZ6PbVq1cSQIf2QmJiItm3blkPS8mVra4vExEQ4OjpixYoNOH/+kq4jUTXQsGEumjXrCiOjG7qOQkSk9zp16gRHR0dcuBApn3fu3B8AUKrvslZmLVu2hIuLi65jVFssbIn0wIwZM7By5Uqkpz/Du+9+gAcPkkq9jvXrl6JdOx9ERkYiMTGxHFKWLxMTE0RERMDQ0BBDhvwXaWkZuo5E1cCjRyl8pjIRURnx8fGBIAho164XevUagR9+2IcaNWrIH01I9DZY2BLpicDAQCxevBj//puGVq06oVevEbh//2Gp1jFt2kQAwPbt28sjYrlzdnbGDz/8AKlUio8+GqLrOFQNiEQiiEQiXccgIqoShg4dChsbG9y+fQ+XLkUhOzsHU6dOLfftymQy/Pzzz1rfryQnJwcxMTHlnIrKGgtbIj0ya9YsXLt2DZ6enrh48TJat+6M7t2HIjHxvlbLt2/fBgYGBpg/fz46dOiAs2fPlm/gcjBkyBD4+/sjIeEugoK+0nUcqgZMTU11HYGIqEoYMmQI0tPTIZVKkZ+fD0EQMHv27HLf7tixYzFo0CCYm5tj5cqVJfYfNWoUmjdvjh07dpR7Nio7LGyJ9Ezr1q0RHR2NP//8E15eXoiIuIp33+2GW7fiS1xWLBZj5851aNTIBRcuXMD777+P4cOHV0DqsrV161Y0atQI27fvwbJl63Qdh6qwrKwXsLa21nUMIiJ6C7///juAgjOxU6ZMQefOnZGTk6O2f+Gjevz9/fHXX39VSEZ6eyxsifRUy5YtERUVhfDwcAiCgA8/HKTVc+C6d++CyMjfcft2JBo3boiffvpJ7/4iKRaLcfXqVdjb22PRopV8DBCVG6k0G3Z2drqOQUREb2H//v345JNPYGlpCQAICwtD3bp1kZWVVWz/r756fUVYz549KyQjvT0WtkR6zs/PD2vWrMGLFy+xZMlqrZezs7PFyZM/w8zMFOPHjy/HhOXDysoKt2/flj8G6Jtv1uo6ElVBeXl5sLe313UMIiJ6C76+vti2bRv+/fdfeaH65MkTWFpa4qOPPlLp7+bmhpEjRwIA/vnnH8TGxlZoXnozLGyJqoCJEyfCwsICW7b8qPavj8WxsrJE164dIJVK9e75tkDB45ASEhJQu3ZtLFmyWqvLsYm0Vfjc6Lp16+o4CRERlQWJRIIjR45g3759kEgkAIBz584V23fjxo3ymweOGjWqwjLSm2NhS1RFLF68GC9evETHjv1KtVxKyhOIxWKIxfr568DCwkJ+E6zBg8fqNgxVKXFxtwGAzyQkIqpiPv74Y2RnZyM/Px+vXr0qto+ZmRmWL18OAIiKisLevXsrMiK9Af38JEtEKiZNmoT+/fvj7t37SEi4q/VycXG39f5SS3d3dwQEBCApKRn/+1+IruNQFZGYWPA4rQYNGug2CBERlYuS/qj/+eefyz8jzZ8/vyIi0Vso1VPnMzMzyysHEZWBoKAgHDx4EGvXfo/582eV2D87OxvPnmXCx6eN3v98z58/H7t3/4SVK7/DoEF9UKeOg64jkZ4TiwsuQUtPT9f7nw8iKnuy5/m6jlBuxGb8nQcUPP/Ww8MDjx8/xq1bt/heoAOlOeYiQRCEkjpJpVK4uLggJSXlrYIRERERERERacvBwQGJiYkwMTHR2E+rwhYoKG41Pe+JiIiIiIiIqCxJJJISi1qgFIUtERERERERUWXEm0cRERERERGRXmNhS0RERERERHqNhS0RERERERHpNRa2REREREREpNdY2BIREREREZFeY2FLREREREREeo2FLREREREREek1FrZERERERESk11jYEhERERERkV5jYUtERERERER6jYUtERERERER6TUWtkRERERERKTXWNgSERERERGRXmNhS0RERERERHqNhS0RERERERHpNRa2REREREREpNdY2BIREREREZFeY2FLREREREREeo2FLREREREREek1FrZERERERESk11jYEhERERERkV5jYUtERERERER6jYUtERERERER6TUWtkRERERERKTXWNgSERERERGRXmNhS0RERERERHqNhS0RERERERHpNUNtO0qlUuTk5JRnFiIiIiIiIiI5iUQCExOTEvtpVdhKpVJYm9ZADqRvHYyIiIiIiIhIGw4ODkhMTCyxuNWqsM3JyUEOpGiHHjCEUcFM0eurmEVikeICIrHSZJF2kVJfDW0isdKV0kXbNbUpTYuU8mjapmo+sYa+UJoumq+E9RbNpLFvSfnU74ug0ldTHvXTpVuP4qTCspqOVyn6CsoX0Kus5w3ziTW0KS0raMoH5TalaXHRY6u5r6Z90bSsxnwlbVOsoa2E11D7PBrWW+I2i7aV9Pqqbyu3fG+6Hk3LluqYaM6gdd+y3KaW6ylV37LaTwAQvT76ZXVMNG0DKOb11pBPcdwoLVmqYyKobVPdF/V9RdrmUZnW3FekvC5NbRrexotmUl5OU9+S8og0tWk4RmKVvtrnE2voK0Zp8r2e1pRHuV1lG5r6amhTnlZ9W3yz9SjnU+0rU9smUl4WRTPIFNoMNG5TpjRdZDmV46fc93W7gcrrqz67ATStR7FNeT8NFI6J0n5CUdF25X1ROLYa8ijnVc6nfDwNNK1XzTqV86huU/2xLXmb6vOpHBOofx1Ux0KRvsp5NIxr5TbVvuqzKxw/pR9CA6WfSsW+ym3qp5Xbii4rVvqgrdpXXGxb5nMZ6nvdQ05OTtkUtq87G8FQVExhq6loU25XLjJF6t+dVApSbdcDKLyy5VfYanwnK6GvloVtifnU99VNYashQ4kFadF9Ud+30he2JX24rKKF7dsUPlWqsNW2r3Kb0mqqVGFbmr5abrNs8+mgsNWw3yxsS2hTan+bwrY02xRpatOwnQorbLXcZmUobDUVpBVV2GrO8DaFrfoiRGPfcipsNRaOJRRf2ha2mvIot79NYWugcGwVf1jESj88RdtVj61S3yLLqhZ4yvmK9lX/mqkWjpqK1dL01b6wVc1XpE0ln/J+F+2r3Kb+WJddYftmt4HizaOIiIiIiIhIr7GwJSIiIiIiIr3GwpaIiIiIiIj0GgtbIiIiIiIi0mssbImIiIiIiEivsbAlIiIiIiIivcbCloiIiIiIiPQaC1siIiIiIiLSayxsiYiIiIiISK+xsCUiIiIiIiK9xsKWiIiIiIiI9BoLWyIiIiIiItJrLGyJiIiIiIhIr7GwJSIiIiIiIr3GwpaIiIiIiIj0mmFpOuchFxAKp17XxCJBpNRTsV5WbFfqq6FNJCjX3UXaNbUBgOz1tEikoa9IaTnl6aL7otJXebUa9lNl2aKZNPUtYT2C+n0RVPpqyqN+unTrUY5XZIZMsU1jXg3HVvWlV17PG+YTa2hTWlZlyBfNB+U2pWlx0WOrua+mfdG0rMZ8JW1Tw9DUtF4VGvNoWG+J2yzaVtLrq76t3PK96Xo0LVuqY6I5g9Z9y3KbWq6nVH3Laj8BQPT66JfVMdG0DaCY11tDPsVxo7RkqY6JoLZNdV/U9xVpm0dlWnNfkfK6NLVpeBsvmkl5OU19S8oj0tSm4RgJKn21zydo6CtAfT6Zhm2KNbQpt4uVt6Gpr4Y25WnVt8U3W49yPtW+MrVtIuVlUTSD4gcWA43blClNF1lO5fgp933dbqCcHeqzG0DTehTblPfTQOGYKO0nFBVtV94XhWOrIY9yXuV8ysfTQNN61axTOY/qNtUf25K3qT6fyjGB+tdBdSwU6aucR8O4Vm5T7as+u8LxU/ohNFD6qVTsq9ymflq5reiyyh/fVfsWbXudPfO5cgGhnlaFrUQigYODA8JTfns9s+ixytd6e0RERERERERacXBwgEQiKbGfSBAEjX84LiSVSpGTk/PWwahsZGZmol69enj48CGsrKx0HYd0gGOAOAaIY4AAjgPiGKCqPQYkEglMTExK7Kf1pcgmJiZarZAqlpWVVZUbvFQ6HAPEMUAcAwRwHBDHAFXvMcCbRxEREREREZFeY2FLREREREREeo2FrZ4yNjbGnDlzYGxsrOsopCMcA8QxQBwDBHAcEMcAcQwApbh5FBEREREREVFlxDO2REREREREpNdY2BIREREREZFeY2FLREREREREeo2FLREREREREek1FraV2OLFi/Huu+/C0tIStWvXRr9+/RAXF6fQRyqVIiAgAHZ2drCwsMDAgQPx+PFjHSWm8rZkyRKIRCIEBQXJ53EMVH1JSUn4v//7P9jZ2cHU1BQtWrRAVFSUvF0QBHz99ddwdHSEqakpunbtioSEBB0mprKWn5+P4OBguLi4wNTUFK6urpg/fz6K3v+R46BqOX/+PHr37g0nJyeIRCL88ssvCu3avN5paWkYMWIErKysYGNjgzFjxiArK6sC94LehqYxkJubi5kzZ6JFixYwNzeHk5MTRo0ahUePHimsg2NA/5X0u6CoTz/9FCKRCCtXrlSYX13GAQvbSuzcuXMICAhAREQETp48idzcXHz44Yd48eKFvM+UKVNw+PBh7Nu3D+fOncOjR48wYMAAHaam8nLlyhV89913aNmypcJ8joGqLT09HX5+fjAyMsKxY8dw69YthISEoEaNGvI+33zzDVavXo2NGzciMjIS5ubm6NatG6RSqQ6TU1launQpNmzYgLVr1yI2NhZLly7FN998gzVr1sj7cBxULS9evECrVq2wbt26Ytu1eb1HjBiBmJgYnDx5EkeOHMH58+fx3//+t6J2gd6SpjHw8uVLREdHIzg4GNHR0Thw4ADi4uLQp08fhX4cA/qvpN8FhQ4ePIiIiAg4OTmptFWbcSCQ3khNTRUACOfOnRMEQRAyMjIEIyMjYd++ffI+sbGxAgDh0qVLuopJ5eD58+eCm5ubcPLkSaFjx45CYGCgIAgcA9XBzJkzhXbt2qltl8lkgoODg7Bs2TL5vIyMDMHY2Fj46aefKiIiVYCePXsKo0ePVpg3YMAAYcSIEYIgcBxUdQCEgwcPyqe1eb1v3bolABCuXLki73Ps2DFBJBIJSUlJFZadyobyGCjO5cuXBQDC/fv3BUHgGKiK1I2Df/75R6hTp45w8+ZNoX79+sK3334rb6tO44BnbPXIs2fPAAC2trYAgKtXryI3Nxddu3aV92natCmcnZ1x6dIlnWSk8hEQEICePXsqvNYAx0B1cOjQIXh7e2PQoEGoXbs2PD09sXnzZnl7YmIiUlJSFMaAtbU1fHx8OAaqkLZt2+L06dOIj48HAPz5558IDw9H9+7dAXAcVDfavN6XLl2CjY0NvL295X26du0KsViMyMjICs9M5e/Zs2cQiUSwsbEBwDFQXchkMowcORLTp0+Hh4eHSnt1GgeGug5A2pHJZAgKCoKfnx+aN28OAEhJSYFEIpH/Aitkb2+PlJQUHaSk8rB7925ER0fjypUrKm0cA1Xf3bt3sWHDBnz++ef48ssvceXKFUyePBkSiQT+/v7y19ne3l5hOY6BqmXWrFnIzMxE06ZNYWBggPz8fCxcuBAjRowAAI6Dakab1zslJQW1a9dWaDc0NIStrS3HRBUklUoxc+ZMDBs2DFZWVgA4BqqLpUuXwtDQEJMnTy62vTqNAxa2eiIgIAA3b95EeHi4rqNQBXr48CECAwNx8uRJmJiY6DoO6YBMJoO3tzcWLVoEAPD09MTNmzexceNG+Pv76zgdVZS9e/fixx9/xK5du+Dh4YHr168jKCgITk5OHAdE1Vxubi4GDx4MQRCwYcMGXcehCnT16lWsWrUK0dHREIlEuo6jc7wUWQ9MmjQJR44cQVhYGOrWrSuf7+DggJycHGRkZCj0f/z4MRwcHCo4JZWHq1evIjU1Fe+88w4MDQ1haGiIc+fOYfXq1TA0NIS9vT3HQBXn6OiIZs2aKcxzd3fHgwcPAED+OivfCZtjoGqZPn06Zs2ahaFDh6JFixYYOXIkpkyZgsWLFwPgOKhutHm9HRwckJqaqtCel5eHtLQ0jokqpLCovX//Pk6ePCk/WwtwDFQHFy5cQGpqKpydneWfE+/fv4+pU6eiQYMGAKrXOGBhW4kJgoBJkybh4MGDOHPmDFxcXBTavby8YGRkhNOnT8vnxcXF4cGDB/D19a3ouFQOunTpghs3buD69evyf97e3hgxYoT8/xwDVZufn5/KY77i4+NRv359AICLiwscHBwUxkBmZiYiIyM5BqqQly9fQixWfMs2MDCATCYDwHFQ3Wjzevv6+iIjIwNXr16V9zlz5gxkMhl8fHwqPDOVvcKiNiEhAadOnYKdnZ1CO8dA1Tdy5Ej89ddfCp8TnZycMH36dBw/fhxA9RoHvBS5EgsICMCuXbvw66+/wtLSUn4dvLW1NUxNTWFtbY0xY8bg888/h62tLaysrPDZZ5/B19cXbdq00XF6KguWlpby71QXMjc3h52dnXw+x0DVNmXKFLRt2xaLFi3C4MGDcfnyZWzatAmbNm0CAPlzjRcsWAA3Nze4uLggODgYTk5O6Nevn27DU5np3bs3Fi5cCGdnZ3h4eODatWtYsWIFRo8eDYDjoCrKysrC7du35dOJiYm4fv06bG1t4ezsXOLr7e7ujo8++gjjxo3Dxo0bkZubi0mTJmHo0KHFPg6EKh9NY8DR0REff/wxoqOjceTIEeTn58s/J9ra2kIikXAMVBEl/S5Q/oOGkZERHBwc0KRJEwDV7HeBrm/LTOoBKPbftm3b5H1evXolTJw4UahRo4ZgZmYm9O/fX0hOTtZdaCp3RR/3IwgcA9XB4cOHhebNmwvGxsZC06ZNhU2bNim0y2QyITg4WLC3txeMjY2FLl26CHFxcTpKS+UhMzNTCAwMFJydnQUTExOhYcOGwuzZs4Xs7Gx5H46DqiUsLKzYzwD+/v6CIGj3ej99+lQYNmyYYGFhIVhZWQn/+c9/hOfPn+tgb+hNaBoDiYmJaj8nhoWFydfBMaD/SvpdoEz5cT+CUH3GgUgQBKGCamgiIiIiIiKiMsfv2BIREREREZFeY2FLREREREREeo2FLREREREREek1FrZERERERESk11jYEhERERERkV5jYUtERERERER6jYUtERERERER6TUWtkRERERERKTXWNgSEVGlNnfuXLRu3VrXMRSEhobCxsZGPl0ZM6rz9OlT1K5dG/fu3dN1lHKzceNG9O7dW9cxiIioArGwJSKqJlJSUhAYGIhGjRrBxMQE9vb28PPzw4YNG/Dy5Utdx3tj9+7dg0gkwvXr13WWYdq0aTh9+rTOtl8aCxcuRN++fdGgQQMAleP4lbXRo0cjOjoaFy5c0HUUIiKqIIa6DkBEROXv7t278PPzg42NDRYtWoQWLVrA2NgYN27cwKZNm1CnTh306dOn2GVzc3NhZGRUwYnLjiAIyM/Ph6Gh4lteTk4OJBJJmWzDwsICFhYWZbKu8vTy5Ut8//33OH78uK6jvBFtXzOJRILhw4dj9erVaN++fQUkIyIiXeMZWyKiamDixIkwNDREVFQUBg8eDHd3dzRs2BB9+/bF0aNHFS7bFIlE2LBhA/r06QNzc3MsXLgQALBhwwa4urpCIpGgSZMm2Llzp3yZ4s76ZWRkQCQS4ezZswCAs2fPQiQS4fTp0/D29oaZmRnatm2LuLg4haxLliyBvb09LC0tMWbMGEil0lLta+F2jh07Bi8vLxgbGyM8PBydOnXCpEmTEBQUhJo1a6Jbt24AgBUrVqBFixYwNzdHvXr1MHHiRGRlZSmsMzQ0FM7OzjAzM0P//v3x9OlThXblS5GvXLmCDz74ADVr1oS1tTU6duyI6OhohWVEIhG2bNmC/v37w8zMDG5ubjh06JBCn5iYGPTq1QtWVlawtLRE+/btcefOHXn7li1b4O7uDhMTEzRt2hTr16/XeGx+++03GBsbo02bNmr75OfnY8yYMXBxcYGpqSmaNGmCVatWKfT55JNP0K9fPyxfvhyOjo6ws7NDQEAAcnNzFfbvl19+UVjOxsYGoaGh8umZM2eicePGMDMzQ8OGDREcHKywjsLjumXLFri4uMDExAQ7duyAnZ0dsrOzFdbdr18/jBw5Uj7du3dvHDp0CK9evdJ4TIiIqGpgYUtEVMU9ffoUJ06cQEBAAMzNzYvtIxKJFKbnzp2L/v3748aNGxg9ejQOHjyIwMBATJ06FTdv3sT48ePxn//8B2FhYaXOM3v2bISEhCAqKgqGhoYYPXq0vG3v3r2YO3cuFi1ahKioKDg6OpZYrKkza9YsLFmyBLGxsWjZsiUAYPv27ZBIJLh48SI2btwIABCLxVi9ejViYmKwfft2nDlzBjNmzJCvJzIyEmPGjMGkSZNw/fp1vP/++1iwYIHGbT9//hz+/v4IDw9HREQE3Nzc0KNHDzx//lyh37x58zB48GD89ddf6NGjB0aMGIG0tDQAQFJSEjp06ABjY2OcOXMGV69exejRo5GXlwcA+PHHH/H1119j4cKFiI2NxaJFixAcHIzt27erzXXhwgV4eXlpzC6TyVC3bl3s27cPt27dwtdff40vv/wSe/fuVegXFhaGO3fuICwsDNu3b0doaKhC0aoNS0tLhIaG4tatW1i1ahU2b96Mb7/9VqHP7du3sX//fhw4cADXr1/HoEGDkJ+fr/BHgNTUVBw9elRhLHl7eyMvLw+RkZGlykRERHpKICKiKi0iIkIAIBw4cEBhvp2dnWBubi6Ym5sLM2bMkM8HIAQFBSn0bdu2rTBu3DiFeYMGDRJ69OghCIIgJCYmCgCEa9euydvT09MFAEJYWJggCIIQFhYmABBOnTol73P06FEBgPDq1StBEATB19dXmDhxosJ2fHx8hFatWqndP+VtF27nl19+UejXsWNHwdPTU+16Cu3bt0+ws7OTTw8bNky+n4WGDBkiWFtby6fnzJmjMWN+fr5gaWkpHD58WD4PgPDVV1/Jp7OysgQAwrFjxwRBEIQvvvhCcHFxEXJycopdp6urq7Br1y6FefPnzxd8fX3V5ujbt68wevRohXnFvXbKAgIChIEDB8qn/f39hfr16wt5eXnyeYMGDRKGDBmisH8HDx5UWI+1tbWwbds2tdtZtmyZ4OXlJZ+eM2eOYGRkJKSmpir0mzBhgtC9e3f5dEhIiNCwYUNBJpMp9KtRo4YQGhqqdntERFR18IwtEVE1dfnyZVy/fh0eHh4ql3V6e3srTMfGxsLPz09hnp+fH2JjY0u93cKzpwDg6OgIoOCMW+F2fHx8FPr7+vqWehuA6j4AKPZs5alTp9ClSxfUqVMHlpaWGDlyJJ4+fSq/odabZHr8+DHGjRsHNzc3WFtbw8rKCllZWXjw4IFCv6LHwtzcHFZWVvJjcf36dbRv377Y7ze/ePECd+7cwZgxY+Tf77WwsMCCBQsULlVW9urVK5iYmGjMDgDr1q2Dl5cXatWqBQsLC2zatEklu4eHBwwMDOTTjo6O8uza2rNnD/z8/ODg4AALCwt89dVXKtupX78+atWqpTBv3LhxOHHiBJKSkgAUXCr+ySefqFx5YGpqqtc3RiMiIu3x5lFERFVco0aNIBKJVL7L2rBhQwAFH/6VqbtkWR2xuODvpIIgyOcV/a5kUUULtcJCRCaTlWp72ihuH5Tn3bt3D7169cKECROwcOFC2NraIjw8HGPGjEFOTg7MzMzeaNv+/v54+vQpVq1ahfr168PY2Bi+vr7IyclR6KdctIpEIvmxKO51KVT4HeDNmzerFN1Fi01lNWvWRHp6usbsu3fvxrRp0xASEgJfX19YWlpi2bJlKpf0aspeOF10PACKY+LSpUsYMWIE5s2bh27dusHa2hq7d+9GSEiIwjLFvY6enp5o1aoVduzYgQ8//BAxMTE4evSoSr+0tDSVopiIiKomnrElIqri7Ozs8MEHH2Dt2rV48eLFG63D3d0dFy9eVJh38eJFNGvWDADkxUNycrK8/U0eH+Pu7q5SQEVERJR6Pdq6evUqZDIZQkJC0KZNGzRu3BiPHj1660wXL17E5MmT0aNHD3h4eMDY2Bj//vtvqbK1bNkSFy5cKPYPBPb29nBycsLdu3fRqFEjhX8uLi5q1+np6Ylbt26VmL1t27aYOHEiPD090ahRI41ngdWpVauWwnhISEhQOHv6xx9/oH79+pg9eza8vb3h5uaG+/fva73+sWPHIjQ0FNu2bUPXrl1Rr149hfY7d+5AKpXC09Oz1NmJiEj/sLAlIqoG1q9fj7y8PHh7e2PPnj2IjY1FXFwcfvjhB/z9998az/IBwPTp0xEaGooNGzYgISEBK1aswIEDBzBt2jQABWcX27RpI79Z07lz5/DVV1+VOmdgYCC2bt2Kbdu2IT4+HnPmzEFMTMwb7bM2GjVqhNzcXKxZswZ3797Fzp075TeVKjR58mT8/vvvWL58ORISErB27Vr8/vvvGtfr5uaGnTt3IjY2FpGRkRgxYoTGM7DFmTRpEjIzMzF06FBERUUhISEBO3fulJ95nzdvHhYvXozVq1cjPj4eN27cwLZt27BixQq16+zWrRtiYmI0nrV1c3NDVFQUjh8/jvj4eAQHB+PKlSulyg4AnTt3xtq1a3Ht2jVERUXh008/VTjL6+bmhgcPHmD37t24c+cOVq9ejYMHD2q9/uHDh+Off/7B5s2bFW4aVejChQto2LAhXF1dS52diIj0DwtbIqJqwNXVFdeuXUPXrl3xxRdfoFWrVvD29saaNWswbdo0zJ8/X+Py/fr1w6pVq7B8+XJ4eHjgu+++w7Zt29CpUyd5n61btyIvLw9eXl4ICgoq8c7BxRkyZAiCg4MxY8YMeHl54f79+5gwYUKp16OtVq1aYcWKFVi6dCmaN2+OH3/8EYsXL1bo06ZNG2zevBmrVq1Cq1atcOLEiRKL9u+//x7p6el45513MHLkSEyePBm1a9cuVTY7OzucOXMGWVlZ6NixI7y8vLB582Z5cTh27Fhs2bIF27ZtQ4sWLdCxY0eEhoZqPGPbokULvPPOOwp3OC68fLjwOb/jx4/HgAEDMGTIEPj4+ODp06eYOHFiqbIDQEhICOrVq4f27dtj+PDhmDZtmsKl3X369MGUKVMwadIktG7dGn/88QeCg4O1Xr+1tTUGDhwICwsL9OvXT6X9p59+wrhx40qdm4iI9JNIUP4CDBEREVVZR48exfTp03Hz5k2IxWJERETA19cXT548Qc2aNXUdr1S6dOkCDw8PrF69WmF+TEwMOnfujPj4eFhbW+soHRERVSTePIqIiKga6dmzJxISEpCUlITs7GwsW7YMrVq10quiNj09HWfPnsXZs2eLfc5xcnIyduzYwaKWiKga4RlbIiKiauj69eto27YtWrdujY0bNyo8eqiya9CgAdLT0xEcHCz/njcREVVvLGyJiIiIiIhIr/HmUURERERERKTXWNgSERERERGRXmNhS0RERERERHqNhS0RERERERHpNRa2REREREREpNdY2BIREREREZFeY2FLREREREREeo2FLREREREREem1/wd2mfi8pphuZQAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
     }
    ],
    "source": [
-    "print(ground_irradiance_4th_index)"
+    "ground_irradiance = monthly_avgs.sel(distance=4)\n",
+    "\n",
+    "# mean_irradiance = ground_irradiance.mean(dim=\"month\")\n",
+    "\n",
+    "# # Create the map\n",
+    "# fig, ax = plt.subplots(subplot_kw={'projection': ccrs.PlateCarree()}, figsize=(12, 8))\n",
+    "\n",
+    "# Plot data\n",
+    "# mesh = ax.pcolormesh(\n",
+    "#     mean_irradiance.longitude,\n",
+    "#     mean_irradiance.latitude,\n",
+    "#     mean_irradiance,\n",
+    "#     transform=ccrs.PlateCarree(),\n",
+    "#     cmap=\"viridis\",\n",
+    "#     shading=\"auto\"\n",
+    "# )\n",
+    "\n",
+    "for i in range(1, 13):\n",
+    "\n",
+    "    fig, ax = plt.subplots(figsize=(12, 8), subplot_kw={'projection': ccrs.PlateCarree()})\n",
+    "    \n",
+    "    ground_irradiance.sel(month=i).plot(\n",
+    "        ax=ax,\n",
+    "        transform=ccrs.PlateCarree(),  # Ensure data is plotted in the correct coordinate system\n",
+    "        cmap=\"viridis\",\n",
+    "        cbar_kwargs={\n",
+    "            \"orientation\": \"horizontal\",\n",
+    "            \"pad\": 0.05,\n",
+    "            \"aspect\": 50,\n",
+    "            \"label\": \"Ground Irradiance (January)\"\n",
+    "        }\n",
+    "    )\n",
+    "    \n",
+    "    \n",
+    "    \n",
+    "    # Add map features\n",
+    "    ax.coastlines()\n",
+    "    ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
+    "    ax.add_feature(cfeature.LAND, edgecolor='black')\n",
+    "    ax.add_feature(cfeature.LAKES, edgecolor='blue')\n",
+    "    ax.add_feature(cfeature.RIVERS)\n",
+    "    \n",
+    "    # Add colorbar\n",
+    "    cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
+    "    cbar.set_label(\"Mean Ground Irradiance\")\n",
+    "    \n",
+    "    # Add title\n",
+    "    plt.title(\"Mean Ground Irradiance Across Locations\", fontsize=16)\n",
+    "    \n",
+    "    # Show the plot\n",
+    "    plt.show()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 46,
-   "id": "230ea6c3",
+   "execution_count": 36,
+   "id": "4c90ac13-074c-4128-be2e-6ca29cc03a2e",
    "metadata": {},
    "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/cartopy/mpl/feature_artist.py:144: UserWarning: facecolor will have no effect as it has been defined as \"never\".\n",
+      "  warnings.warn('facecolor will have no effect as it has been '\n"
+     ]
+    },
     {
      "data": {
-      "image/png": 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",
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",
       "text/plain": [
        "<Figure size 1200x800 with 2 Axes>"
       ]
@@ -1182,45 +1064,96 @@
     }
    ],
    "source": [
-    "ground_irradiance = ground_irradiance_4th_index\n",
-    "\n",
-    "mean_irradiance = ground_irradiance.mean(dim=\"month\")\n",
+    "# distances for this sim\n",
+    "distances_conf1 = (\n",
+    "    0.2502810919746036,\n",
+    "     0.7508432759238107,\n",
+    "     1.251405459873018,\n",
+    "     1.751967643822225,\n",
+    "     2.2525298277714323,\n",
+    "     2.753092011720639,\n",
+    "     3.2536541956698466,\n",
+    "     3.7542163796190535,\n",
+    "     4.2547785635682605,\n",
+    "     4.755340747517468\n",
+    ")\n",
     "\n",
-    "# Create the map\n",
-    "fig, ax = plt.subplots(subplot_kw={'projection': ccrs.PlateCarree()}, figsize=(12, 8))\n",
+    "# Compute the global min and max values across all months for consistent scaling\n",
+    "vmin = ground_irradiance.min().item()\n",
+    "vmax = ground_irradiance.max().item()\n",
     "\n",
-    "# Plot data\n",
-    "mesh = ax.pcolormesh(\n",
-    "    mean_irradiance.longitude,\n",
-    "    mean_irradiance.latitude,\n",
-    "    mean_irradiance,\n",
-    "    transform=ccrs.PlateCarree(),\n",
-    "    cmap=\"viridis\",\n",
-    "    shading=\"auto\"\n",
-    ")\n",
+    "# Set up the figure and axis with Cartopy projection\n",
+    "fig, ax = plt.subplots(figsize=(12, 8), subplot_kw={'projection': ccrs.PlateCarree()})\n",
     "\n",
     "# Add map features\n",
     "ax.coastlines()\n",
     "ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
     "ax.add_feature(cfeature.LAND, edgecolor='black')\n",
-    "ax.add_feature(cfeature.LAKES, edgecolor='blue')\n",
-    "ax.add_feature(cfeature.RIVERS)\n",
+    "ax.add_feature(cfeature.LAKES, alpha=0.5)\n",
+    "ax.add_feature(cfeature.RIVERS, color='blue')\n",
     "\n",
-    "# Add colorbar\n",
-    "cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
-    "cbar.set_label(\"Mean Ground Irradiance\")\n",
+    "# Set up the title\n",
+    "title = ax.set_title(\"\", fontsize=16)\n",
     "\n",
-    "# Add title\n",
-    "plt.title(\"Mean Ground Irradiance Across Locations\", fontsize=16)\n",
+    "# Add an initial dummy plot to create a colorbar\n",
+    "dummy_mesh = ax.pcolormesh(\n",
+    "    ground_irradiance.longitude,\n",
+    "    ground_irradiance.latitude,\n",
+    "    ground_irradiance.isel(month=0),\n",
+    "    transform=ccrs.PlateCarree(),\n",
+    "    cmap=\"viridis\",\n",
+    "    vmin=vmin,\n",
+    "    vmax=vmax\n",
+    ")\n",
     "\n",
-    "# Show the plot\n",
+    "# Add a colorbar\n",
+    "cbar = plt.colorbar(dummy_mesh, ax=ax, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
+    "cbar.set_label(\"AVG Ground Irradiance [$W/M^2$] at 1.751 [?]\")\n",
+    "\n",
+    "# Remove the dummy mesh\n",
+    "dummy_mesh.remove()\n",
+    "\n",
+    "# Initialize the first plot\n",
+    "mesh = None\n",
+    "\n",
+    "# Function to update the plot for each frame (month)\n",
+    "def update(month):\n",
+    "    global mesh\n",
+    "    if mesh:\n",
+    "        mesh.remove()  # Remove the previous mesh\n",
+    "    # Select the data for the current month\n",
+    "    month_data = ground_irradiance.sel(month=month)\n",
+    "    # Plot the data\n",
+    "    mesh = ax.pcolormesh(\n",
+    "        month_data.longitude,\n",
+    "        month_data.latitude,\n",
+    "        month_data,\n",
+    "        transform=ccrs.PlateCarree(),\n",
+    "        cmap=\"viridis\",\n",
+    "        shading=\"auto\",\n",
+    "        vmin=vmin,  # Fixed minimum value for the color scale\n",
+    "        vmax=vmax   # Fixed maximum value for the color scale\n",
+    "    )\n",
+    "    # Update the title\n",
+    "    title.set_text(f\"Ground Irradiance (Month: {month})\")\n",
+    "    return mesh, title\n",
+    "\n",
+    "# Create the animation\n",
+    "anim = FuncAnimation(\n",
+    "    fig, update, frames=range(1, 13), interval=1000, blit=False\n",
+    ")\n",
+    "\n",
+    "# Save the animation as a GIF\n",
+    "anim.save(\"ground_irradiance_with_colorbar.gif\", writer=\"pillow\", fps=1)\n",
+    "\n",
+    "# Display the animation (optional)\n",
     "plt.show()"
    ]
   },
   {
    "cell_type": "code",
    "execution_count": null,
-   "id": "81b980ee",
+   "id": "1ecc7024-34bd-460f-a3cd-fc41d98c5db5",
    "metadata": {},
    "outputs": [],
    "source": []

From ac94639cd54b2fab2ed68e57377fb88480af55cf Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Mon, 25 Nov 2024 18:18:05 -0700
Subject: [PATCH 082/109] NSRDB TMY files select most recently created

---
 pvdeg/scenario.py              |    3 +-
 pvdeg/weather.py               |   10 +
 scripts/pysam_america.ipynb    | 2515 ++------------------------------
 scripts/pysam_geospatial.ipynb |  692 +--------
 scripts/pysam_wrangling.ipynb  |  595 +++++++-
 5 files changed, 713 insertions(+), 3102 deletions(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index be6c53b9..88b96ea7 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1170,7 +1170,8 @@ def addLocation(
         weather_db = "NSRDB"
         weather_arg = {
             "satellite": satellite,
-            "names": year,
+            # "names": year, # allow user to choose tmy or year
+            "names":"TMY",
             "NREL_HPC": True,
             "attributes": nsrdb_attributes,
         }
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index d994c31d..9328fda8 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -633,7 +633,17 @@ def get_NSRDB(
         return weather_df, meta.to_dict()
 
     elif geospatial:
+        # new versions have multiple files per satellite-year to reduce filesizes
+        # this is great for yearly data but TMY has multiple files
+        # the year attached to the TMY file in the filesystem/name is seemingly
+        # the year it was created. this creates problems, we only want to combine the files
+        # if they are NOT TMY
+
         nsrdb_fnames, hsds = get_NSRDB_fnames(satellite, names, NREL_HPC)
+
+        if (isinstance(names, str) and names.lower() in ["tmy", "tmy3"]):
+            nsrdb_fnames = nsrdb_fnames[-1:] # maintain as list with last element
+
         weather_ds, meta_df = ini_h5_geospatial(nsrdb_fnames)
 
         if attributes is not None:
diff --git a/scripts/pysam_america.ipynb b/scripts/pysam_america.ipynb
index 001ea7be..51513cc4 100644
--- a/scripts/pysam_america.ipynb
+++ b/scripts/pysam_america.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -20,18 +20,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
-      "  warnings.warn(\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
     "\n",
@@ -40,27 +31,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 35,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1500x1000 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "locationGetter.plot_coords()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -72,7 +52,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 37,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -90,7 +70,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 38,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -104,39 +84,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 39,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7f9739bfa950>,\n",
-       " <matplotlib.lines.Line2D at 0x7f971bb170a0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f971bb16830>,\n",
-       " <matplotlib.lines.Line2D at 0x7f971bb165c0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f971bb16950>,\n",
-       " <matplotlib.lines.Line2D at 0x7f97136a25c0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f97136a24d0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f97136a3520>,\n",
-       " <matplotlib.lines.Line2D at 0x7f97136a0640>,\n",
-       " <matplotlib.lines.Line2D at 0x7f9717fc44c0>]"
-      ]
-     },
-     "execution_count": 39,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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4GC+L37DTr6NhWaGuapdo8nO0yIIPClDJDIK3NMsNR/2bwcXbunqZLlR0s0oxKOJW045eKjMyytykdgEGIdM91mjZQdHJ6PXGTc2xfkMkzp9MtFB0RI6JCQ+REs7e6my6by4AIONCCjKvXSm3uE6nQ3LiXuTl5WH9ko+xYsGbhlmIfxFDDeXSsvKqFEZGoQZviDkYje/NKj+ixUmMaX62SsewRyUJh+178JQwr4XnqgjCb24V3/vsA9VkfOH5b+zYxXtvEVWECQ+Rwq5fSkdicg/s3PXw7YUSeCmvFf7eNB8AsOH3iTh/6Rms+uMFiIBfoAndYHJfqaJqLRZJHsV9SbTC16zyBdCgyBHGOpiXb1iR+Z2HzqkbVLj+jGiKJNEaG+rcU2adLeYZIqotFE94Jk6cCCGE0aNly5aG9Xl5eRgxYgQCAgJQp04dPPXUU8jIyDDaR0pKCvr16wdPT08EBwdj3Lhx/IdOtcbR+OX4Fm9ipftjhmV9chuhXbO9uCE+AABc99mG7zAK18KyMQ7f4BX8YnJf3wRUrRduVX/3X8avGIUfAJ0sd+ubBbVgAj1DE49SA9Qtn3HlCePLkusWfYB16ztjz8YFFj8WUW1kF3+qtW7dGhs3bjS8dnG5Hdbbb7+N1atXY8mSJfD19cXIkSPx5JNPYufO4s6gOp0O/fr1Q2hoKOLi4pCWloZBgwbB1dUVn376qc3rQlRVSQVu2CmK73/1A4o7tDbU+2IcvkFzJKEngJ9cX8Mx0Ro78FCF+8qt4p8wVf3ZlUINLfwQLF3K3VYn9XgvMAD5ireiVC7x4D4A5rVuWZI10iwpjN/whKCTWIjJeC3/O3TBc1Y4IlHtongLD1Cc4ISGhhoegYGBAICsrCzMmjULX375JR5++GF07twZc+bMQVxcHHbt2gUA2LBhA44ePYpff/0VHTp0QN++fTFp0iTMnDmTIxdIeVLCpajin7dCVdkZdpO9WyJN3IVtoicAIE1l3jDmqricdh5FXknV2rbIq0u5v9o5hbn409sLG+qU06nZTpxNPoys/FeUOXgVkkFzR3S51rmK86duj7abJt5BugjHt26jqhodkUOyi4TnxIkTCA8PR+PGjfH8888jJaV4/o59+/ahsLAQ0dHRhrItW7ZE/fr1ER8fDwCIj49H27ZtERJy+75DvXv3hlarxZEjpofa5ufnQ6vVGj2IrGHcH3osmKqDy/VsSClxMH4tLqedNyoj7vjL/Pf5LwK6sp1pzf19rErLwbYt78DLK6sKW9yp/Nsg1JLJnnE2cZlix67qW6TNqvxzKoAGew8NK7M8r9JbvBI5B8UTnsjISMydOxfr1q3Dd999hzNnzuCBBx5AdnY20tPTodFo4OfnZ7RNSEgI0tOLJ3JLT083SnZK1pesM2Xy5Mnw9fU1PCIiIixfMSIAXU5IXG8UCo8DR7Brw1xcuDkGfx/oiyMaV/w3wB+ZAkY34PQPi0PjfBM/UFbIItw8z1R7W7UUZbKwOT99catVtRZkPEIiPzcPl6HMDVrNbbUpKb0j7v5KS20V0Tjo28LksbYs+7wKxyNyTIr34enbt6/hebt27RAZGYkGDRpg8eLF1Zru3hwxMTEYM2aM4bVWq2XSQ1aT/XYa6rqk4EThcbwjfsM97n/j3F0zAABZBUDzO/7ueAfT8Kbq9zI/h5buDqPT6aCXAofQoVrbexSUjah+k2+xZ3sDNGnXtYbRWZ8EkK53x3gxQ6EIzP9EpRD4n5t5k0t+J0bjw1LLbggfpPj+ietXBsM/MKgKMRI5FsVbeErz8/ND8+bNcfLkSYSGhqKgoACZmZlGZTIyMhAaGgoACA0NLTNqq+R1SZnS3Nzc4OPjY/QgspbVLo/iDczGYtfi+VT2ikjDupNqGP32XRAR2OXXDqXvq2nuZITmktunYZNbD2wX1btFQUr9V5HrXrfM8puZcTUNzWZOuQUqdmw9JKSZrXYZIgxbxT9qdLzx4mvE7eHtKMi52V3Cc+PGDZw6dQphYWHo3LkzXF1dsWnTJsP65ORkpKSkICoqCgAQFRWFw4cP49KlS4YysbGx8PHxQatWrWweP1Fpi8UL0Apf7L01Eqs0dam/9j2CzsPDtXSHe/N+HAMyzSun3/QJ9riWnbelKg7f3b/MsjPXzuPKlas12q/NCOWGkWk8srHmD9teZprm9m8AQEFBAf7evBBZV8uf6JLIESme8Pz73//Gtm3bcPbsWcTFxeGJJ56AWq3GwIED4evri6FDh2LMmDHYsmUL9u3bh5deeglRUVG4997iH49evXqhVatWePHFF3Hw4EGsX78eEyZMwIgRI+Dmxs56ZHs6vQ5LTyzF2ayzyPEINllGrZOIuCSh10sIGM9bUwBXeIWdrdaxB6w3bw6c467m3Uqiqho32YdttWXeF4V7V7vXNW92a0s5LDoAADb8PhbZeB+btvzLpscnUpriCc/58+cxcOBAtGjRAk8//TQCAgKwa9cuBAUVX2v+6quv8Oijj+Kpp55C9+7dERoaiqVLlxq2V6vVWLVqFdRqNaKiovDCCy9g0KBB+Pjjj5WqEjm534//jg/jPsQ/l/8Tf0eW7lFR7J3f9fhilg5dDuqAc/HG24vnkIDOpbaouDUiMWE/AMDTzDtLvBlq+b4cRbdGbjVutgavrdFh5Er7noBQpeB0y2kIh16h46f4pWAkfsLBuk0AAOfPJGHLymkoyM9XJB4iW1G80/LChQsrXO/u7o6ZM2di5syZ5ZZp0KAB1qxZY+nQiKol4XJCpWU6ni5uXbjvgERK47Lr40T3Kh3z3MUhaNPhECSANBfTfdfulKNytfhfO69iHr7GcHiqb6LnQcX/lqqcgpe0Totm+EW+jJr1zKm6pYt646fAN5Ep6uIHjMJHAA4lDYCqTgFil55Dv4Ff2TgiItupBWclotpLV5hicrkEUHDrbuNC1vwWlu7uOQCAbZ0ewlV12c7Epan1lv+xzxce2IEHAQA5np4W37/FKXxJa4N4xObH/C2oD3Ti9hxKsb9/jCVuAzBELMIp98tlyut0Ouzd8huupqfaMkwiq2DCQ1RDUkqsXfQ+4tb9VGadPu93k9skN38WO+77DFrv9maNwDJ3lNbaqL6VFwLw2N96q82Wo1YXYeOg+3DVx89KR6g5nZDIyM9UOgyb2y564JK43QJ4uO5BrBXF93Bb7tmvTPnNyyZjk1yJLUefwMr5ZSc1JKpNmPAQ1dCh7cuQEbQTFzU/AAA0eXoMzbsb9Qr80e55038Znw+5G4U3d+BScC+LDDk/huIRiTq1eXNX+Ybfi7MujWp8XFN0UGFa+5fxr//7zir7t4QczQ3UiziqdBhWs/GPT8wq95n4j+G5yjUf1zIu4MieWByMXw0A2OCah6/EeIwUP2N1WHGidPXiOSybPxAHtplO5onsFRMeomrQ6XTIuXEDAJCccQbvimkYKX4GALTMSIK+mQ5DAgWk+w2T24eG/YFWj8VC7bkfKgtcWvmvmAQAKHLxNqv8rB59anzM8hTAOiPALCko+JzSIVjVFf8/q7xNouiADTsGITV7JC7e/DeuX7qAI5rbMzevEE8BAFb/9R7+F3Yftut+sVi8RLageKdlotroj0WPo47/WXS8+w+cczW+2/aG0HuwVvwTbXwTEINJJrev+9BeAEBYNHBC28aCkZmXPJ0XDSx4zNty4FXF2yaQNbwlqjfkfbb/CziOFsiHGzacPlKm9bGoqAiL/Xtgr7gH8bgfb1oiWCIbYcJDVEVrFo7H2tCuOIA38J+dMwGvdkbrt6iKb3abKDpUmn9o/C+ijr+rxWLTowCAdW7JYo5l4mncJc9XXtAOWHr2akdwSHQ0PM/QiTLvkb6oCFdVAbYOi8gieEmLqApOH4pHWvA+rBWPIV2EY7tH8xqNbr6Iu/Ce+LLCMnq9+aO4hEdR9YOxkBliTOWFFCbv+K+S1qyseFqO6igsLLTIfvSQEKUut27f8KNF9k2kBCY8RFWQcikV74vbtwTQm8x2zP8h/QVDKi3z5/IFEMK8pMfV7abZxybludV53+L7XLq0t2V2JMtenCyqMxNqdenbnhDVDkx4iKrgsih7+an0jL1VafBRmZEc6VXTzd4f+8+QZ9ClyguZIS+3sMwlreGYhRswr2M8kb1hwkNUBaJUi44EoNdV/9KIOf1IfHx4k0cy3zDxq0X2o9PpIEp9PXNFHaSLcMPr9Yss30JFZC1MeIjMoNOVf18oXWH17xklUPNZlu/EFh7z8Z2qmJSy0oR8X9BZ2wRDZAFMeIgqsXL+aKxceR8unD4GYepnUpS+pGV+i4+lf3Tv/OubKmYPo7R+xBtKh1Auqa/8/flGjLNBJESWwYSHqBLZYfuQ4Nsau+P/U+ZH8iayIcvcC8uMfjlQ4Tr8Ld7CQ7XLNtFT6RDKdTX7tNIhEFkU5+EhqsRYMQMAMMhzGaJKtcl4+15CnvYcgHurtM+peA+HREfUkVqzyttDa4RjEbCHYen2zC1kJUTRv5QOg8hi2MJDdIeTh3Zg7eL3UZBXdnj3Kdf6ZS5fSQDeFXQqXooBJpeXTPB2Q/hUP1giK/oVLwEuTArJcTDhIbrDnivj8HdgGtb9Md7k+tJD0BeKQcjC7VtL7Ny506g15g/xrHUCJbKyw6ID4kR3pcMgshgmPER3eFt8h+/Fm9jkXbfMOiFgspfxj2Kk4fn1TMt3Qp2IT5AHd4vv15lJ093PiciBMeEhMuG4pknZhbLyUVUeHjcs/kN6QrSEVvhZeK9ElrF0/ksoKlL+liZElWHCQ2RCuT0XBP/JEN1JH3YYu9Z+q3QYRJXi2ZvIBFMT+AlIqMy6U6gyHT1PnToFD5mjyLFrJ3bItYSR4mek5HA2cLJ/THiIzCQA7EzdXmGZnzAceoX+Wf3yyy/g/MHm4YzUlnVEE2J4rtPpLHbHdiJLYsJDZIKpv/0lJNJuXK5wu60iGrmijnWCqkSTJrsVOW5txbmNLEfeOTJx0T/x56oHkJebw749ZFc48SCRCfLWpavN65cDmoYAgCKpg0bnplxQlQi/Kxm8TENKuPNblxBaH5dxD1yWvQXhuxce+c8g+ql3kXczD4l/r0bq+aXo2OktNGzVRbF4yTmxhYfIhJJLHtJ1rGGZp1cWmvqUnZCQyNnJOzKe2eJ1/CmexLGwG5jv+TxS/dcDAFb9+QiS9F/hz/Dm2HqKd1kn22MLDzklKSV0Oh1cXMr/J5Cammr0WkAiNPyktUMjqnWkiS5RX4niyTu3y4fwEoAlgf0M9w5L8OqMIbYLjwgAW3jISS1f+D4WLX4E1y5lmFyvFxK7d5eeJZldXR0FJx60rIoupOpE8R8Vd94o9aKoBwAoKChA5tUryL+Zg/VLPsTZY/usGSY5ObbwkFPyCVkEHwC7Nv8Xjzw7vcx6F5cC+Pmn4xpKz7jMPjJEpVX3X8WKpY/CMygVOdeCcDWgDm6mrkDDuxMsGRqRARMecihFRUXQXr+GukHBFZaTAIrggqLCiucPGSV+MjyvDS0CbIMiJZQkPElJSVXabnbw0zgg7kG7gP04JDrhLpdU1Nv8G+55eKDlgySnx0ta5FCWLxmA/YeikLx/S4XlvsVoDBGLcMXnOlLPnimzXkIgFRFGy2JFX1xEPYvGS8r4FUOQjjClw3AYmYU5OH3qJBKPvFKl7Q6IewAAh0QnAMAFEYFtWAqdTmfxGImY8JBDiQtpgHfENOw7M6/icrfuAh3v3RV//fVOmfUpaIB3xbQyy0s6YlLtliO8MV8MUToMhxEQlILNW2Lg759W431NFe9jxar7kJN1zQKREd3GhIccygIxBBdFBP70vN/sbeoGlW2GzxL+lgzLJuJxH/KEp9JhkJNq1Hh/lconH9hW7rp/e3+B7dt/rmlIREaY8JBDKoLa/MJCDwC4evWqlaKxjRlijNIhkNMq7jt2Fo3M3iL1+svlrssVXtjtUnE/PKKqYsJDDkmn05tdVqPJw6rfp2HpstetGBGR49JDIAMheF98bnL9po0byiybgbcr3GdRFf4NE5mDCQ85JHOHyf4pnkQOPOFRdzoaV7FJnoiKSYgKW3fyCsaWWbZLVHzZOSeXs5qTZTHhIac3G68pHQJRrfareBkJ6Fzuenf33KrvVBr/2ZK8fzNWLx6FnKzrVd8XEZjwUC1z9epV8+7AfMd0NPl5N5F64lC5RXeJ+6vW54eIyvhLPGyV/Z4+sgdXMy5id+ZEbA5U4699UTh+oOJpJ4hMYcJDtcapU6cwffp0zJo1q9KyRdAjKSkJBQUF+G7tq5icugDb184GAJw/f75M+U8xERcRbvGYiaj6zh3bi8SMl7H3yEMYJ77BfDEEL4mFWH/lK6VDo1qIMy1TrbF/z1a077AGGenNgEouQ+3x7IK4s6Owe5cfpjQovjOzvnAdVNu34eSZqUDEf43KJ4tWGIeyt5ggIuUcPL0Fr3r+Umb5Jy4fo9mSN9FnwDcKREW1FVt4yK7tXPcdDu1cDgBwV62Bj89VNGu+C7GxsZgxYwby8vLK3fZDzX9xV/3bHZEvuPkjr/Bl1Kt3zNphE9EdvsWbVd5GAkhQlz80fVFAIGdkpipRPOGZPHkyunTpAm9vbwQHB6N///5ITk42KvPQQw9BCGH0eP114yHEKSkp6NevHzw9PREcHIxx48aZ19eD7E7m1QzsXP8Djh/YinjNZuzK/xYAIFQFhjLnUr5HHe8N2Ld3T7n7KRRuRiNHNK7lJ0dEZD07xYMW3+da8RiWLY/meZ7MpvglrW3btmHEiBHo0qULioqK8N5776FXr144evQovLy8DOWGDRuGjz/+2PDa0/P2jLI6nQ79+vVDaGgo4uLikJaWhkGDBsHV1RWffvqpTetDNbdm21Cc8gtA4IV1+NzrQwDAqwD0uiJIAH+hB+o1SkEETiH/8lYAD5S7r/LmBSEi+5eTrwPcyl//of97aPL3anS873HbBUW1luIJz7p164xez507F8HBwdi3bx+6d+9uWO7p6YnQ0FCT+9iwYQOOHj2KjRs3IiQkBB06dMCkSZMwfvx4TJw4ERqNxqp1IMv61u9FnBQtEOSZYbRcSokjaIcfxUgAwHz5FKQ0f4jqJYTgQ3yKTthr0XiJyDpkJRNqXRVBiM9/D5rdGrTu2tc2QVGtpfglrdKysrIAAHXr1jVaPn/+fAQGBqJNmzaIiYlBbu7teR3i4+PRtm1bhISEGJb17t0bWq0WR44cKXOM/Px8aLVaowfZj5OiBQDgsggptUbifKm7lRfkmz852QnREidFCywWz9c0RCKyAVF5EXwsPsXmi2usHgvVfoq38NxJr9fjrbfewn333Yc2bdoYlj/33HNo0KABwsPDcejQIYwfPx7JyclYunQpACA9Pd0o2QFgeJ2enl7mOJMnT8ZHH31kxZqQtahKzaGsK+T1eyJHpBcSBbpUAJ0qLbvVrTNevH4F3j7+UKs5pxaZZlcJz4gRI5CYmIgdO3YYLX/11VcNz9u2bYuwsDD07NkTp06dQpMmTap8nJiYGIwZc/tGi1qtFhEREdUPnGxEQMD4/jo3PZNw5dIlbN20GPXrtwHgp0hkRGRZKvcL8PXKqLwgAL3IQ/y++3HzSms8+ewfSEnai4OHvoXayxdt2g5G/fodrBss1Qp2c0lr5MiRWLVqFbZs2YJ69epVWDYyMhIAcPLkSQBAaGgoMjKM/2GUvDbV78fNzQ0+Pj5GD7I+vb44WTl37iCyszOrvL2U+jJN3HXrXsS6DYPgH/IVrufwFhFEjsLD6zpy4FV5QQBXNH54Sb0QS4LvRX5+Plaf+xDfB96LeR71EHu87H28yDkp3sIjpcSoUaOwbNkybN26FY0alX8DuhIJCQkAgLCwMABAVFQUPvnkE1y6dAnBwcXzNsTGxsLHxwetWrWyWuxkvq1bJ+HajVUIDxyG47n/g/vhIjz9aJzZ2+v1ekgJnESzMutCwk9hGsahkctJS4ZMRAo6jpbYLnqYVfaEaAkA2CL+gfUbovBRndmGddvUPfHQqT24efMy2rR5xCqxUu2geMIzYsQILFiwACtWrIC3t7ehz42vry88PDxw6tQpLFiwAI888ggCAgJw6NAhvP322+jevTvatWsHAOjVqxdatWqFF198EZ999hnS09MxYcIEjBgxAm5uFYxpJJv5Ra/Haq8fMDT3e8wS36COZzaersr2857Hcb+2Jk+A+9EZe8S92IN7LRcwESnK3GSntJleI8ssW3RuGrLhg2GnfdG48X01DY1qKSFlZQP/rByAMN0Pf86cORgyZAhSU1PxwgsvIDExETk5OYiIiMATTzyBCRMmGF2KOnfuHIYPH46tW7fCy8sLgwcPxpQpU+DiUnlOp9Vq4evri6ysLF7espLQLQlllqX36GB22fnyKXwpx2Ofqqth2T/lMngiB97Q4mfxhoUiJSJHNVEdh7tlNlq2fBIhIWVbi6n2qcrvt+ItPJXlWxEREdi2bVul+2nQoAHWrOHQxNpkxcp7oBIt0LPnt/D09K20vBDGHZb/FE8AAPyqMBcPETmvo/lnsV0dgB5H3sAjuukID2+pdEhkQ4onPOS8FtQZCBcUQRX3X/SLnlph2RTUL3dOjkzhb/ngiMjhLHZ5DgCwCb1RkDQWb4SvVjgisiW7GaVFzmeb6IlNojdWyfqGZUVF2SbLxoivkIr6JtcREVXVx+ITpUMgG2PCQ4q7Im5fd931d59yy6WLcFuEQ0ROYtnKf6KoqFDpMMhGmPCQVeTl3cDOndNx5crZSssW6m73zcnPLzszNhGRNYyvMxYr192H69cvKB0K2QATHrKKP7dNwI/5WizZ/ValZfV6RQcKEpGT0go/vOH1I/7cxVsNOQN2WiaLSk9fgezsI5irboN94h6s9+iH4ZVudbs78lr0s2Z4RERlLHDtjkFKB0FWx4SHLOrjo7twHC2QprqrWtv/Kl62cERERBW7CeMJavX6QqhUrgpFQ9bCS1pUY1JKaLWHoNPlYql4BomiA66KIKXDIiIyy52X1Q8mfYJft/VGbu4ZBSMia2ALD9XYmYvLMS05Dt09rwEYVeXt2YOHiOzFkIsdkCb6QSYvw+COY5QOhyyICQ9Vi15fCCGKGwinnEjGSvE8Ft9UOCgiohpKE8WX4zfnNcBgAHp9AQDBS1wOgAkPVVlRUQ4Wxr8Id7U7gr2bYqV8ssLyR4+NBzDQNsEREVWRMNHOfCP3JvT6Qsz/qz9c1Ro8c/+ycu/9SLUDEx6qkuwbx/H17kmYIT4AioCQvDSUe8+HW9LSfgdE+QmPite0iMjOuBRocSXnAsbJT4Ei4AldHtxcPJQOi2qAnZapSuYeX48ZYqzhdYYIq3SbfGgqXM+/mYjIHl0tvD0paqFeX0FJqg2Y8FCV7MqrPMEp7Q3MrqQEm3iISHn79+83PNdDIFN7+95+BYUFSoREFsSEh6ok70ZW1bcRbAYmIvuXfHyc4XmhVKEo56rhteQ9t2o99uEhs1wtKMI+bQ52una2+L5NdRgkIrK14OCz5a6Tkuep2o4JD5kl6u+j0BZZ6xo2TyREpBwpBM6fP2+8zMzehVJKpKWlITAwEBpNxf0VSVm8pEVmsV6yA0BI/PVXD8Ru7Ga9YxARlcNFXYD160cbLfvboyv+d+papdsm7NmJTZuHYubMMbh+/bq1QiQLYMJDinNxu4HCohSoVBlKh0JETqpho4Qyy/70bmp4Xt4lrbOnv0R4+HG0a78WS5a8bq3wyAKY8FClfku7WnmhGspACPJK3cCPiMgWSi5fLcWAcsssmZKA0weOQK/XGS1Xu14xPG/SdG+lx9LpdJWWIetgwkMVytfr8XZSqlWPcRpNMUZ8i6FigVWPQ0RUkT/Es+Wuy722HcumjMfW//1cak35fRALCwuhv2P+Hm2WFrNnDcbyRV/VNFSqBiY8VKHTOflWP8YFEWH1YxARlSdJtEYm/CosM6tfD9x088CBtX+WWZcHd0PaI6XEjRs3cOPGDcyd9xwWzIsxlNu1eToaN42Hd9AMFBRwXh9bY8JDBvE7tuLYkUTodDpcuXIFh7Q56LE3WemwiIisbgI+q3D9dd9A7G5/PwDg2/2z8dvRPwAAJ10aYaiYjw8wBekIxao/pmP58n9h7bIP0bjxfoQ1+N2wj8LcE4bn8+a9gKKiIivUhMrDYelOprCwEJvX/4EWrbugYaMmhuUpJ48ht2AoLp/2xeEDj0FqtmKdfA0IvlvBaImIbOO6CKi8kK83AGD6sUUQ8iYGtnoKKz36AQBOi2YYi5mYX/cpeAIATpTZXH9H/53GTfYh49wx3NWkrQWiJ3Mw4XEy29b8ABfvr7B3fygaNtppWH4hORbwALy8suDl9QsAQOSeA8CEh4gIAHY36YSI5MO4Hj7YsMyc+XpO7ruEYzsvoqiODhvQB01wAk1wCrnXMgAmPDbDhMfJ5OavhZc34O+fDikl9EUS+mtXoD10EC6RxmVVLrzGTER0pz8eGVxpGT0EAIHvMRJNcQL1f0oEAFzs3hzzRH8AwK/yKRQV8oaktsSEx8nIO4ZUrpp+ECnHrqGr5k/k9TyIXeiNAFxGayQiFfXhqrF+h2UiIkeyAX2wCC8gGuuwUzyInXgQ/0HxBIYXNYGGchPwGb7L5xB1W2LC44B0N27g5oEE5CcnwfeJJ+AScPva9A14YCbexwPYhrpHi/8Rnul0Btl1/DBHvAoAuFsm4phoA29Z9RuFEhE5k9KD0ueJYQCAVXiiwu3OiiaIO78SrQt6IjMzE35+frw1hZUx4XEgRVeuQLh7IOnhHlBpbwAALn3+Be76+mv49O4FAFhVJxqHRCccQidM0KdCqLzg7n0Z53CXYT/HRBsAQLbwtX0liIgclnF/n7p3rcOyhVfg7hcH7dXWePGleQrF5Rw4LN1B5J84gRP3P4Dj99xjSHZKXBh9+x4x2Sqv29tk/QAAuCG88ANG2SZQIiIHkZ9v3mV/Vd3i6T1kmf7NEoH1VqNOnesIb7DDssFRGUx4HETWqtXV3naJx5O4IbwtGA0RkeNbsfIfJpKYsppHfw6V+xHoXIwTpIV4AYVwwXG0wA3UsVKUVIKXtByFGf/oSvNvHQBN6CxcUj9p+XiIiBxcQMAFuMC80awBXVfC09t4KOzf4j5cl3VxXNwNb5mFx60RJBmwhaeWWP/Hf7Hk14EoyK/ZUHH9HZlRg/t3IKzpLqjUhTUNj4jI6fyBAWbNw/MfTIFf6FkUwrXMuuOieK4z9pm0PiY8dkLK8m9ABwAu/nNQN3w3dq4xfdO5Ar0LdnX9AKcbPlrhfsQd/zYPoQN+x7PQ82tARFRlS8WzSBKtKy13WjTDbxiENaLiNpyl81+xVGhkAi9pKUSv10OlKk409m/7HWevfI0Iv+Ho0vO5MmWP7t+OP9EfR9Eao72+wMWz/RHesAWklJBSQqVS4dgVX+R6huBsw77I9GuC5ieWoE7OxTL7ujOt+j/xH2tVj4iI7rBW/LPSMnXCtqHgZi6EiytcXcu2BlHNMOGxMb1ej2MHdiL53HiI3FZ44oWfcSHvI6T6N4G7nATAOOHJSD2BtMwhWCiKb1S33uURqJOewJGEV3AtfzVcVDo89OACXAmKg/rmwyjK88U1/4bY020UQkL+gNDlI2TPFWxZ8QWu5eyArNvf9pUmIqJK/RvTEbP8CdTxvoQQj3E4n74GHi4N0PeZTwxlUk4chX9wGLx9/cvdj5QSqSePIaheI3h4eNgi9FqBCY+NXE4/j5ysqzh2YAlcg3/Ddr/H0cTvBKSUWOA6CFvEP3AftuH+a1fhU/f2RIFHdq/HVP8Yw+vF4nm4afJxv2YezqAVMuEPv8QHgPYhaNI+FrpCV+h0rtDp1cj29IIr8nHjgSxcxxKc8W4CNW4qUX0iIqrEJRGKiyHeSMR9+CemIjWsAXyxE0t/fQlNmw1EytktcA9ajJxj/vAuegqZRZtwT/vPsXffh/B1i0TPp97Dvs2/4VLBf+GqycPhE54IrzMRHbs/pXTV7IKQlXUecQJarRa+vr7IysqCj4+PVY6xIrYditSuuIxgTBSTDcu/TovB6LDbr+fIZ3HzehDcC++DhBrngg/gY/FphfsOlJdwRQTDW2YhGBlwRSE8kYv9ogsAoIk8jlOiuVXqRURE1jVE/oi2OISLCMdPeANdsQtdEY9d6IZnMR+r8Dja4BDefHgF5m3sjl9UQ5Eo2iNSxuFJLMa/7lmBpP3r0TbqcWRnXYWnlw88vBxjGHxVfr+Z8MA2Cc9dm/dAJ8pek60nU3Be1Dda5ievoSvioYLEOlFxJ2QiIiIA+OniLIwJ+1eZEV//d/kjnAoMQEscRQ7qwOWmHpGB7+DkiSXo3msS/IJDsfn3ycgruIpHnvscAHA2aT+C72qK+LXfIFNuh6/LA4iKfgNevnWVqFq5nDbhmTlzJqZOnYr09HS0b98e06dPR9euXSvdzhYJT+iWBKvsl4iICADqSC1uiLK/YRqZjwLhZrSsl1yDU2iKVwu+RRu34fhansIVBOFzz0bIvZmF/8l4hOMCDuAebBM90VoewoDLGxFc4IsilzPQ6wLRqtFTaN6pJ9w9PMscM/9mLlw0blCr1QCK+xUJUY0J4yrhlAnPokWLMGjQIHz//feIjIzEtGnTsGTJEiQnJyM4OLjCba2Z8Oh0Osz6bTw+uOsFi+6XiIjI0obe/Blb3B/EadGs0rJ15RU0xGncnxuPttmNEeAbgSxtKg5o0nDCLwwNMq/iYfd7EFe4FakewXjwagCeHjjWovE6ZcITGRmJLl26YMaMGQCKR0NFRERg1KhRePfddyvc1poJz/zfvsHY0O4W3ScREVFtEy7PY//Dlu2mUZXfb4eYca6goAD79u1DdHS0YZlKpUJ0dDTi4+PLlM/Pz4dWqzV6WEPqudNMdoiIiABcFPUUPb5DJDxXrlyBTqdDSEiI0fKQkBCkp6eXKT958mT4+voaHhEREbYKlYiIiBTglPPwxMTEYMyYMYbXWq3WKkmPv38A3k5eBK2LhEovIFUSOiEghYBaL6HWA1IlUXRrmZASLnoJSIEiNQzL1HpASECnAnQqAQFArZdQ6QG9SkJ3a8ZmISVc9YCERJFKQC8AtQQ0OgkJQCeAQrUKqlv7VEFCDwEpJPRCQCUlXHWAXgB6IVC8JxVUEsCtfUoIuOr1UEsJvQrQCVVxPABUOj2A4jri1tYuUkCgeP+64iihAqCSekgI6ASwu34EDrq1BQAMP74GRUIAKgGV1MNFAhICekj4qALhIgU0eoHLMgM6IaBXASp98b1TVSieSVovAKHXQw8VXEXx+yiFgMzNhUuRhLpIj2t1JKRKBQEV9JDwVXnApUALvSh+L/UqAZVOQroWD90sVAnoinQo0ksIHVDHwxU6SOilhJQCGlkcRJEA8gv10ENASD3mtHkMANDm8nFEph+Ca1EhQj2bFb8fQkJCwE0vIaDCFXEJOlFcBykl1LeuNktIQ1wCxe+LFKJ4OcStcgJCFB9TJwCVlLfeDwGdUAESENBjZotHDN9PtV6HN3f/gSL/OnC7ooUUAkUuKuj8vYtvQaIvjkVADyEFhNCj4KY3ZNH54vsHCRQ/dICbtx9yc7IhdHqoXCSETkIKARdPL0i1G8StOb7VUg8AmNm8F3TC+PTT5GYK+qQeBSChlgLftOhjtH7kiXVQSUDK4u899AIqcXv2cAkJKQC1XhjubqQXxeUhAFXxpwK9kLfqJSCkwPTmxcdxl7kYemIb1PLWZ1DyWRSXNNRBCkB/q+qGsrc+HQk9VKL43zBufT6u0EEnXW7VvfjOS/nQAIWugFTB1S27OMZbcUqVCkJKCCmxNqQVTvg3Kq7/8dUQENDdKuiql4ZYpFABKhWkXg8XqYO4dSQpJQpVKrhIeWsZbkVe/PmI4jeu+L279W9I4PbnXqhSw1Vf/F4Bxd8tAQGdvPVvWwh806IvSnv23F+oW3ADesjic5UQ0KMk1lvnsFu3Gdfd+twgi88jJe9byfuvloBKFn9uJZ9n8b9cCf2t842QgBCy+PsB3DrPFu/T5dYXRCdunRtk8bFVkMXLbr0nKkiopLx1DineXi1LvmMChbc+aZ1QQS0BF6mDDgJF6uJ6aIr0kCph+M4UqUrOvcX70gkBNXSQUBWf+wHo1KL4XKMH1FJC6KXhPA8ALno9hF4YnedLzv1SFP8mGH47dABE8XlapxJQyTt/J4rPYQKAi15CJYvL6IpPDXDV6Q3fGd2tZpDS+yzvN6o4Jj1U+uLzcUnst5fdjt2/QA/06FDm+2IrDtGHp6CgAJ6envj999/Rv39/w/LBgwcjMzMTK1asqHB7W4zSovKNXfA55ocVX45Mr+AfQ/r+0yhYlIJrftnoEFP5NO2lrX0rGg3XXQAAPB1j/GN7ePBhYKKJm/dNzDI8/WXXOfxneSIA4OyUfuUe583fDmDlweLbeujCPaCr644xu5ZCXE4CADzTaLzJ7epNecD8ylTTnaMFux5JwP/N+D/cnXQMx1oW38DwdKdQ9FuwpdztZ76+GXnXvyyzfOyiVfhm0L9QmJ9ntPz5T75EaNOyc0D1XLcQR9xaGi3re3435rz4qslYgYq/GzVRcpxO+QlY02eIVY5RWsrRq/jzm4MAgBHfP1xuuSeWTkO8/0MArFf/mgrdfMD4Jn0A9kS1QoS7RqGIyJk4XR8ejUaDzp07Y9OmTYZler0emzZtQlRUlIKRkTl0wryvYWinxoj49MFqJTsAbv2pb1vqizehSbwOF49a8k+tBsNGdUVFNdqfqtTnE5M1tdqxVI/9/e0n7TCmMkx8xpYffExUc7XkLFy5MWPG4KeffsK8efNw7NgxDB8+HDk5OXjppZeUDo0qoVebf5M8oa7BqVRvXrEFRT2wQdcZQwreqdZhTP7G15JfAFGDQFt0K9tCVd68G8KMH/KhPWbCRRZWO56qs78PqbY2wDvMDws5FIfpw/PMM8/g8uXL+OCDD5Ceno4OHTpg3bp1ZToyk/1xcVHb5Dhm/7VcJxSvZg5D3zahRos9XW0Tp6LM+M3XeD+LovxDUKmDUXRzq2F59CtvoH6b9mjQrgN+HD6kxqHU8fWr8T5qv9qZ8KitMMEcUU05TMIDACNHjsTIkSOVDoOqyMyGl5oz86/lhoFe2DW8J4K9jWcm/Wf7cKw5nIbIxhVPrW7yVG+Hv1vC1Pthxg+VyiUcGpdw6AqSjJZr3D3Q5qFoFBUUVLq/R25sRKLb3caHNvEmmdMSZCnCDj+jHFf7msbfXCrmO2SH2PJIirNdwmNeMQEg1NcdqlJnbY2LCrOGdMGr3ZtYPjZ7UaW/zKufITQpPId35UelDq30r6QNkyszL5/luZSdsr82qMmlUSJrYcJDipO2+qGT5qVWNY3H5A93bTn/W/izqCiJccdN47L22AymMB/32nkZlS08ZI+Y8JDiQgqvK3Lc19q9BgD4IOqDUmtqdrYe2LU+AKBrwzsuR9jjb7mpmBRsZeFvZFkN/Su+D6C94g8L2SOH6sNDtVP7vDMYLH9GI5wEsM56B7rjB/7Vdq9iZMeRGNJ6COpo6hgXq+GPftdGdREf8zCC6rih6ftrSx/arlXlspJKXfnPWsX7M15nsk+RDdljwtXMvxmQmaF0GFWmUvzyJFFZTMRJcRr3QPTCWjTDCeseqM7tv5ZHdRxVvKhUslOs5ifrMF8PuNyZEDjg+d/Nw4y/l/jDVyOyFnxx7vMr/jcUqrk9vQR/WMge8XtJiru/77u4kt4SuZefsepxpNrMmV+t8CPtaoedGkz2mbFwp+Wq7E3pPjz29wkpMldmlf3UpiE+bhqORR1ud+Z3YaJLdoiXtEhxXt6+eHrgKuuP0jF7lJbl4vhiQHvsPHkFYac9cNZie7Uim/5QGX8gpi5p2TIJsmVu4eXnVnmhWqKuqwtejShuPf2/5vXgqhJwN+NyJ5Gt8VtJdsEWQ5LN7iNiwVie6lwPXz7TwWiXa8/Pstj+Lc3FxfxZr81ShfdS6TYBWx6/brgXeg65G4+N7lBhuVrQwGNk8F2BeC4sQOkwiExiwkNO49rdYWaWtPxP350JnbbwisX3Xx2mEsDmdVtUYQc1jqCmO7AsG2cXLe8NQ8TdFU8sWCvupUVUS/CSFjmN7I5N8MnTKpwPFNhaQTmtm7mJkflqyz2RXM3t51SRO5K7qrTcmb58Zbv3zU+vtdmxzOVro9uuEDkDJjzkNF5o9SL+Or8dQxr2Nr2+IAadxXG4Bv/DxpEpo8e+XWWWWf7SYs0uadmiDWis/BRxeACP3NgEYLQNjmi+QeGB+DsrBz3r+igdClGtx4SHnIa3xhu/Pfpbuet36NtiB9pinMryf1Urf9sEYy+u/gPRu3eYWGPhOKu0O2VawTphHzphH26gmSLHr4i7WoVZbRopHQaRQ2AfHiIbsLdLWm1OHTedi9jq1hIm7tSpUnziQftKSonIspjwEDmhcod7W/zmoeXvr/Sket5FuSa2tuGwdBlus2MRke3xkhZRKXZ29ckqCsr7l1+FCRLNuUxn7nvZTy5Hm6x0s49tSVkZryErLw49H3pPkeMTkW0w4SEqxeimn07GJTDQNgeSxpnQc/gF16BMZ/Ennh2H/Px8uLu7K3J8IrINJjxEt8S9+zBSruXiHidMeO6aNg3ZsbEIePnlKmxlxuWmGjeXWf+SlhCCyQ6RE2DCQ3RLuJ8Hwv08lA7DJkr3Gfbp0xs+fUwP16+yOzofV60jsH117CYix8JOy0RULeUNqjKaHbiCUVpMb4jIlpjwEDkhE6PCLefOFp4qNPAoNfEgETkHJjxEVC3lJjNGyZT5KQtbfIjImpjwEFE1mU5R7rxYZW8zTBOR82LCQ0TWU5V8h7kREVkREx4iJ2SrPjwVxmBWGV7oIiLL4LB0Iqqeci5XuWjcDM89fHzL3bwJTqCBPI1gXLJ4aEREpTHhIXJC1rx6pFKr8dr3/4PU6+F6R/JTmhp6fIJxFcbSSJ7CEdEOrrLA8oESkVNhwkPkhCxxSauiRKWOv3mzVd+5D1MNRq/pZmKteBQ9EAvgr6qER0RkhAkPEdkFU7My+yILL2Cu7YMhIofDTstEVC2WnivZRaU2sZRDt4jIMtjCQ6QgvYdE+MguUHnY+J8iBz8RkZNhwkOkIFc3d7gEOMcNS4mIlMRLWkROSG2BJh6LX2zi1SsisiImPERO6Eb5o8UVw6tsRGRNTHiIFGTzvju3LOihwvFwYOJz9nMKMNXAc/Z0NwBAyrm2tg2GiByO/ZztiBxYUINGRq+3p/+OQu8i1B3YUpF4MvwEJgx2wdEG1T8FNO4YZMGITLfwRHUbjbidz6B+/VEWPRYROR92WiaygXuffAYqtQua3hOJX2PewsWbp3C9UzYaBXsqHVq1dH+2OaQu0cJ7LZvytGvXDs2aNYOHBzt2E1HNMOEhsgFXN3fc9/TzpZYq30u3VUCram3n5umCPK1lYynv3WCyQ0SWwEtaRE7su+jvlA7BgJ2WiciamPAQOSWJ7vW6o667efe8MrkHaekUhSkPEVmPYgnP2bNnMXToUDRq1AgeHh5o0qQJPvzwQxQUFBiVEUKUeezatctoX0uWLEHLli3h7u6Otm3bYs2aNbauDlGtY+reVVXYmIioVlGsD09SUhL0ej1++OEHNG3aFImJiRg2bBhycnLw+eefG5XduHEjWrdubXgdEBBgeB4XF4eBAwdi8uTJePTRR7FgwQL0798f+/fvR5s2bWxWH6LapkdEj2pv6+Gtwc1My8UCgEkUEVmVYglPnz590KdPH8Prxo0bIzk5Gd99912ZhCcgIAChoaEm9/P111+jT58+GDduHABg0qRJiI2NxYwZM/D9999brwJEtdi9IT3xRLMnqrxd72FtcPXiDdRr4Q9X16ZWiIyIyDrsqg9PVlYW6tYt26fgscceQ3BwMO6//36sXLnSaF18fDyio6ONlvXu3Rvx8fHlHic/Px9ardboQeRMGnq3hEpU/Z9/087BiPxnYwghENqkGf71/n/x8tc/WiFCIiLLspuE5+TJk5g+fTpee+01w7I6dergiy++wJIlS7B69Wrcf//96N+/v1HSk56ejpCQEKN9hYSEID09vdxjTZ48Gb6+voZHRESE5StEVAnhAJdwGrTrAP/QcKXDICKqlMUTnnfffddkR+M7H0lJSUbbXLhwAX369MGAAQMwbNgww/LAwECMGTMGkZGR6NKlC6ZMmYIXXngBU6dOrVGMMTExyMrKMjxSU1NrtD+i2kaldIcZE4d3gPyPiOyYxfvwjB07FkOGDKmwTOPGjQ3PL168iB49eqBbt2748cfKm8YjIyMRGxtreB0aGoqMjAyjMhkZGeX2+QEANzc3uLnZ4d0TiZyZWq10BETkwCye8AQFBSEoyLx77Fy4cAE9evRA586dMWfOHKhUlTc4JSQkICwszPA6KioKmzZtwltvvWVYFhsbi6ioqCrHTmRTjnBNy4KEKyd+JyLrUewMc+HCBTz00ENo0KABPv/8c1y+fNmwrqR1Zt68edBoNOjYsSMAYOnSpZg9ezZ+/vlnQ9nRo0fjwQcfxBdffIF+/fph4cKF2Lt3r1mtRUSkEM4xSEQ2pljCExsbi5MnT+LkyZOoV6+e0bo7Z3CdNGkSzp07BxcXF7Rs2RKLFi3Cv/71L8P6bt26YcGCBZgwYQLee+89NGvWDMuXL+ccPEQVYusSETkXxRKeIUOGVNrXZ/DgwRg8eHCl+xowYAAGDBhgociISBls9iEi67GbYelEzqZGt3ao7Zy46kSkDCY8RE7IPvMNtvAQkfUw4SEiIiKHx4SHSCkclk5EZDNMeIiIiMjhMeEhckZsXSIiJ8OEh8gJBXhplA6hDHZZJiJrYsJDpBAlG1m83HgbByJyLkx4iJyQPc4BpHHn6YiIrIdnGCKyC+xWRETWxISHSDH8hScishUmPEREROTwmPAQERGRw2PCQ2RjzaMegJuXF1pEPaB0KAriIHQisi2OTSWysUdHvwOp10OlVisdil1xdXdXOgQicmBMeIhsTAgBoXCy08inoaLHN8VF46Z0CETkwHhJi8gJqVVsXSIi58KEh4jsgqtbC6VDICIHxoSHiBRgPAdRwoE+0AQ0VygWInIGTHiInJDyt5YwHqWVnR2Apk2bKhQLETkDJjxEpLjRo96En5+f0mEQkQNjwkNEivP09FQ6BCJycEx4iIiIyOEx4SEiIiKHx4SHiIiIHB4THiInJJQepFWK8qPGiMjRMeEhIuUx3yEiK2PCQ0RERA6PCQ8RERE5PCY8RGQHeE2LiKyLCQ8RERE5PCY8RKQ4YW/DxojI4TDhIXJCTC+IyNkw4SEiIiKHx4SHiBQnVDwVEZF18SxDREREDo8JD5ETkkoHQERkY0x4iIiIyOEx4SFyQnY3SovD0onIyhRNeBo2bAghhNFjypQpRmUOHTqEBx54AO7u7oiIiMBnn31WZj9LlixBy5Yt4e7ujrZt22LNmjW2qgIRERHVAoq38Hz88cdIS0szPEaNGmVYp9Vq0atXLzRo0AD79u3D1KlTMXHiRPz444+GMnFxcRg4cCCGDh2KAwcOoH///ujfvz8SExOVqA4RERHZIRelA/D29kZoaKjJdfPnz0dBQQFmz54NjUaD1q1bIyEhAV9++SVeffVVAMDXX3+NPn36YNy4cQCASZMmITY2FjNmzMD3339vs3oQERGR/VK8hWfKlCkICAhAx44dMXXqVBQVFRnWxcfHo3v37tBoNIZlvXv3RnJyMq5fv24oEx0dbbTP3r17Iz4+vtxj5ufnQ6vVGj2IiIjIcSnawvPmm2+iU6dOqFu3LuLi4hATE4O0tDR8+eWXAID09HQ0atTIaJuQkBDDOn9/f6SnpxuW3VkmPT293ONOnjwZH330kYVrQ0TVxXtpEZG1WbyF59133y3TEbn0IykpCQAwZswYPPTQQ2jXrh1ef/11fPHFF5g+fTry8/MtHZaRmJgYZGVlGR6pqalWPR6RvWF6QUTOxuItPGPHjsWQIUMqLNO4cWOTyyMjI1FUVISzZ8+iRYsWCA0NRUZGhlGZktcl/X7KK1NevyAAcHNzg5ubW2VVISJrYcZFRDZm8YQnKCgIQUFB1do2ISEBKpUKwcHBAICoqCi8//77KCwshKurKwAgNjYWLVq0gL+/v6HMpk2b8NZbbxn2Exsbi6ioqJpVhIiIiByGYp2W4+PjMW3aNBw8eBCnT5/G/Pnz8fbbb+OFF14wJDPPPfccNBoNhg4diiNHjmDRokX4+uuvMWbMGMN+Ro8ejXXr1uGLL75AUlISJk6ciL1792LkyJFKVY2Iqoh9eIjI2hTrtOzm5oaFCxdi4sSJyM/PR6NGjfD2228bJTO+vr7YsGEDRowYgc6dOyMwMBAffPCBYUg6AHTr1g0LFizAhAkT8N5776FZs2ZYvnw52rRpo0S1iKgamPAQkbUplvB06tQJu3btqrRcu3btsH379grLDBgwAAMGDLBUaERERORgFJ+Hh4hsT/H2lFK3a2cLDxFZGxMeIrI95jdEZGNMeIiIiMjhMeEhIiIih8eEh4iIiBweEx4iIiJyeEx4iIiIyOEx4SFyQsoPA5eVFyEisiAmPEREROTwmPAQERGRw2PCQ0QKUPqSGhE5GyY8RERE5PCY8BAREZHDY8JD5IR4QYmInA0THiJSAIelE5FtMeEhIptTfBogInI6THiISAHMeIjItpjwEBERkcNjwkPkhOq48J8+ETkXF6UDICLb+ax5PaQXFKKll4fSoRAR2RQTHiInMuiuQKVDAAAU5NSFV8A5pcMgIifCdm0isrmrZ+9BZmaI0mEQkRNhwkNENif1rjh7pqPSYRCRE2HCQ0RERA6PCQ8RERE5PCY8RERE5PCY8BCRzQneW4KIbIwJDxHZnKs75wEiIttiwkNENidUbOEhIttiwkNEREQOjwkPEREROTwmPEREROTwmPAQkc0JFU89RGRbPOsQkc25BHOUFhHZFhMeIrI54cJTDxHZFs86RERE5PCY8BCRzf3jH/9QOgQicjJMeIjI5oKDg9G5XhulwyAiJ8KEh4gUwbmWiciWFEt4tm7dCiGEyceePXsAAGfPnjW5fteuXUb7WrJkCVq2bAl3d3e0bdsWa9asUaJKREREZKcUS3i6deuGtLQ0o8crr7yCRo0a4Z577jEqu3HjRqNynTt3NqyLi4vDwIEDMXToUBw4cAD9+/dH//79kZiYaOsqERERkZ1yUerAGo0GoaGhhteFhYVYsWIFRo0aBSGMG7sDAgKMyt7p66+/Rp8+fTBu3DgAwKRJkxAbG4sZM2bg+++/t14FiIiIqNawmz48K1euxNWrV/HSSy+VWffYY48hODgY999/P1auXGm0Lj4+HtHR0UbLevfujfj4+HKPlZ+fD61Wa/QgIhuTSgdARM7EbhKeWbNmoXfv3qhXr55hWZ06dfDFF19gyZIlWL16Ne6//37079/fKOlJT09HSEiI0b5CQkKQnp5e7rEmT54MX19fwyMiIsLyFSIiIiK7YfGE59133y23M3LJIykpyWib8+fPY/369Rg6dKjR8sDAQIwZMwaRkZHo0qULpkyZghdeeAFTp06tUYwxMTHIysoyPFJTU2u0PyKqBg7TIiIbsngfnrFjx2LIkCEVlmncuLHR6zlz5iAgIACPPfZYpfuPjIxEbGys4XVoaCgyMjKMymRkZJTb5wcA3Nzc4ObmVumxiIiIyDFYPOEJCgpCUFCQ2eWllJgzZw4GDRoEV1fXSssnJCQgLCzM8DoqKgqbNm3CW2+9ZVgWGxuLqKioKsVNREREjkuxUVolNm/ejDNnzuCVV14ps27evHnQaDTo2LEjAGDp0qWYPXs2fv75Z0OZ0aNH48EHH8QXX3yBfv36YeHChdi7dy9+/PFHm9WBiIiI7JviCc+sWbPQrVs3tGzZ0uT6SZMm4dy5c3BxcUHLli2xaNEi/Otf/zKs79atGxYsWIAJEybgvffeQ7NmzbB8+XK0acNp64mIiKiYkFI6/eBQrVYLX19fZGVlwcfHR+lwiJzCtoXfoSj4cwBAz4dPKRwNEdVGVfn9tpth6URERETWwoSHiIiIHB4THiJShnD6q+lEZENMeIiIiMjhMeEhIiIih8eEh4gUwQGiRGRLTHiIiIjI4THhISIiIofHhIeIFOHmUfm984iILIUJDxEpQuXC0w8R2Q7POEREROTwmPAQkUI4SouIbIcJDxERETk8JjxERETk8JjwEJFCeEmLiGyHCQ8RERE5PCY8RERE5PCY8BAREZHDY8JDREREDo8JDxERETk8JjxERETk8JjwEBERkcNjwkNEyuA0PERkQ0x4iIiIyOEx4SEiRXj4+CgdAhE5ESY8RKQItaur0iEQkRNhwkNEypDsxENEtsOEh4iIiBweEx4iIiJyeEx4iIiIyOEx4SEiIiKHx4SHiBQhoFE6BCJyIi5KB0BEzskjuC3SdzdBfr6X0qEQkRNgwkNEilBr1DhxvJvSYRCRk+AlLSIiInJ4THiIiIjI4THhISJFeHt7Kx0CETkR9uEhIkX4+/vj6aefhqenp9KhEJETYMJDRIpp1aqV0iEQkZOw2iWtTz75BN26dYOnpyf8/PxMlklJSUG/fv3g6emJ4OBgjBs3DkVFRUZltm7dik6dOsHNzQ1NmzbF3Llzy+xn5syZaNiwIdzd3REZGYndu3dboUZERERUW1kt4SkoKMCAAQMwfPhwk+t1Oh369euHgoICxMXFYd68eZg7dy4++OADQ5kzZ86gX79+6NGjBxISEvDWW2/hlVdewfr16w1lFi1ahDFjxuDDDz/E/v370b59e/Tu3RuXLl2yVtWIiIiolhFSSmnNA8ydOxdvvfUWMjMzjZavXbsWjz76KC5evIiQkBAAwPfff4/x48fj8uXL0Gg0GD9+PFavXo3ExETDds8++ywyMzOxbt06AEBkZCS6dOmCGTNmAAD0ej0iIiIwatQovPvuu2bFqNVq4evri6ysLPj4+Fig1kRERGRtVfn9VmyUVnx8PNq2bWtIdgCgd+/e0Gq1OHLkiKFMdHS00Xa9e/dGfHw8gOJWpH379hmVUalUiI6ONpQxJT8/H1qt1uhBREREjkuxhCc9Pd0o2QFgeJ2enl5hGa1Wi5s3b+LKlSvQ6XQmy5Tsw5TJkyfD19fX8IiIiLBElYiIiMhOVSnheffddyGEqPCRlJRkrVgtJiYmBllZWYZHamqq0iERERGRFVVpWPrYsWMxZMiQCss0btzYrH2FhoaWGU2VkZFhWFfy/5Jld5bx8fGBh4cH1Go11Gq1yTIl+zDFzc0Nbm5uZsVJREREtV+VEp6goCAEBQVZ5MBRUVH45JNPcOnSJQQHBwMAYmNj4ePjY5ibIyoqCmvWrDHaLjY2FlFRUQAAjUaDzp07Y9OmTejfvz+A4k7LmzZtwsiRIy0SJxEREdV+VuvDk5KSgoSEBKSkpECn0yEhIQEJCQm4ceMGAKBXr15o1aoVXnzxRRw8eBDr16/HhAkTMGLECEPry+uvv47Tp0/jnXfeQVJSEr799lssXrwYb7/9tuE4Y8aMwU8//YR58+bh2LFjGD58OHJycvDSSy9Zq2pERERU20grGTx4sARQ5rFlyxZDmbNnz8q+fftKDw8PGRgYKMeOHSsLCwuN9rNlyxbZoUMHqdFoZOPGjeWcOXPKHGv69Omyfv36UqPRyK5du8pdu3ZVKdasrCwJQGZlZVWnqkRERKSAqvx+W30entqA8/AQERHVPrViHh4iIiIiW2HCQ0RERA6Pd0sHUHJVjzMuExER1R4lv9vm9M5hwgMgOzsbADjjMhERUS2UnZ0NX1/fCsuw0zKK5+65ePEivL29IYSw6L61Wi0iIiKQmprqlB2inb3+AN8D1t+56w/wPWD9rVd/KSWys7MRHh4OlariXjps4UHxDUfr1atn1WP4+Pg45Re9hLPXH+B7wPo7d/0Bvgesv3XqX1nLTgl2WiYiIiKHx4SHiIiIHB4THitzc3PDhx9+6LQ3K3X2+gN8D1h/564/wPeA9beP+rPTMhERETk8tvAQERGRw2PCQ0RERA6PCQ8RERE5PCY8RERE5PCY8FjZzJkz0bBhQ7i7uyMyMhK7d+9WOqQqmzx5Mrp06QJvb28EBwejf//+SE5ONirz0EMPQQhh9Hj99deNyqSkpKBfv37w9PREcHAwxo0bh6KiIqMyW7duRadOneDm5oamTZti7ty51q5epSZOnFimbi1btjSsz8vLw4gRIxAQEIA6dergqaeeQkZGhtE+amvdSzRs2LDMeyCEwIgRIwA43uf/119/4Z///CfCw8MhhMDy5cuN1ksp8cEHHyAsLAweHh6Ijo7GiRMnjMpcu3YNzz//PHx8fODn54ehQ4fixo0bRmUOHTqEBx54AO7u7oiIiMBnn31WJpYlS5agZcuWcHd3R9u2bbFmzRqL17e0iupfWFiI8ePHo23btvDy8kJ4eDgGDRqEixcvGu3D1HdmypQpRmXstf5A5d+BIUOGlKlfnz59jMo46ncAgMnzgRACU6dONZSxu++AJKtZuHCh1Gg0cvbs2fLIkSNy2LBh0s/PT2ZkZCgdWpX07t1bzpkzRyYmJsqEhAT5yCOPyPr168sbN24Yyjz44INy2LBhMi0tzfDIysoyrC8qKpJt2rSR0dHR8sCBA3LNmjUyMDBQxsTEGMqcPn1aenp6yjFjxsijR4/K6dOnS7VaLdetW2fT+pb24YcfytatWxvV7fLly4b1r7/+uoyIiJCbNm2Se/fulffee6/s1q2bYX1trnuJS5cuGdU/NjZWApBbtmyRUjre579mzRr5/vvvy6VLl0oActmyZUbrp0yZIn19feXy5cvlwYMH5WOPPSYbNWokb968aSjTp08f2b59e7lr1y65fft22bRpUzlw4EDD+qysLBkSEiKff/55mZiYKH/77Tfp4eEhf/jhB0OZnTt3SrVaLT/77DN59OhROWHCBOnq6ioPHz6sWP0zMzNldHS0XLRokUxKSpLx8fGya9eusnPnzkb7aNCggfz444+NvhN3njPsuf6VvQdSSjl48GDZp08fo/pdu3bNqIyjfgeklEb1TktLk7Nnz5ZCCHnq1ClDGXv7DjDhsaKuXbvKESNGGF7rdDoZHh4uJ0+erGBUNXfp0iUJQG7bts2w7MEHH5SjR48ud5s1a9ZIlUol09PTDcu+++476ePjI/Pz86WUUr7zzjuydevWRts988wzsnfv3patQBV9+OGHsn379ibXZWZmSldXV7lkyRLDsmPHjkkAMj4+XkpZu+tentGjR8smTZpIvV4vpXTsz7/0yV6v18vQ0FA5depUw7LMzEzp5uYmf/vtNymllEePHpUA5J49ewxl1q5dK4UQ8sKFC1JKKb/99lvp7+9vqL+UUo4fP162aNHC8Prpp5+W/fr1M4onMjJSvvbaaxatY0VM/diVtnv3bglAnjt3zrCsQYMG8quvvip3m9pSfylNvweDBw+Wjz/+eLnbONt34PHHH5cPP/yw0TJ7+w7wkpaVFBQUYN++fYiOjjYsU6lUiI6ORnx8vIKR1VxWVhYAoG7dukbL58+fj8DAQLRp0wYxMTHIzc01rIuPj0fbtm0REhJiWNa7d29otVocOXLEUObO96ukjD28XydOnEB4eDgaN26M559/HikpKQCAffv2obCw0Cjuli1bon79+oa4a3vdSysoKMCvv/6Kl19+2ehmu478+d/pzJkzSE9PN4rV19cXkZGRRp+5n58f7rnnHkOZ6OhoqFQq/P3334Yy3bt3h0ajMZTp3bs3kpOTcf36dUOZ2vCeZGVlQQgBPz8/o+VTpkxBQEAAOnbsiKlTpxpdwnSE+m/duhXBwcFo0aIFhg8fjqtXrxrWOdN3ICMjA6tXr8bQoUPLrLOn7wBvHmolV65cgU6nMzrBA0BISAiSkpIUiqrm9Ho93nrrLdx3331o06aNYflzzz2HBg0aIDw8HIcOHcL48eORnJyMpUuXAgDS09NNvhcl6yoqo9VqcfPmTXh4eFizauWKjIzE3Llz0aJFC6SlpeGjjz7CAw88gMTERKSnp0Oj0ZQ50YeEhFRar5J1FZVRuu6mLF++HJmZmRgyZIhhmSN//qWVxGsq1jvrEhwcbLTexcUFdevWNSrTqFGjMvsoWefv71/ue1KyD3uQl5eH8ePHY+DAgUY3hnzzzTfRqVMn1K1bF3FxcYiJiUFaWhq+/PJLALW//n369MGTTz6JRo0a4dSpU3jvvffQt29fxMfHQ61WO9V3YN68efD29saTTz5ptNzevgNMeKhKRowYgcTEROzYscNo+auvvmp43rZtW4SFhaFnz544deoUmjRpYuswLapv376G5+3atUNkZCQaNGiAxYsX282PsC3NmjULffv2RXh4uGGZI3/+VL7CwkI8/fTTkFLiu+++M1o3ZswYw/N27dpBo9Hgtddew+TJkxW/xYAlPPvss4bnbdu2Rbt27dCkSRNs3boVPXv2VDAy25s9ezaef/55uLu7Gy23t+8AL2lZSWBgINRqdZnROhkZGQgNDVUoqpoZOXIkVq1ahS1btqBevXoVlo2MjAQAnDx5EgAQGhpq8r0oWVdRGR8fH7tKLPz8/NC8eXOcPHkSoaGhKCgoQGZmplGZOz9nR6r7uXPnsHHjRrzyyisVlnPkz78k3or+bYeGhuLSpUtG64uKinDt2jWLfC/s4RxSkuycO3cOsbGxRq07pkRGRqKoqAhnz54FUPvrX1rjxo0RGBho9J139O8AAGzfvh3JycmVnhMA5b8DTHisRKPRoHPnzti0aZNhmV6vx6ZNmxAVFaVgZFUnpcTIkSOxbNkybN68uUwTpCkJCQkAgLCwMABAVFQUDh8+bHQCKDlJtmrVylDmzverpIy9vV83btzAqVOnEBYWhs6dO8PV1dUo7uTkZKSkpBjidqS6z5kzB8HBwejXr1+F5Rz582/UqBFCQ0ONYtVqtfj777+NPvPMzEzs27fPUGbz5s3Q6/WGZDAqKgp//fUXCgsLDWViY2PRokUL+Pv7G8rY43tSkuycOHECGzduREBAQKXbJCQkQKVSGS7z1Ob6m3L+/HlcvXrV6DvvyN+BErNmzULnzp3Rvn37Sssq/h2ocjdnMtvChQulm5ubnDt3rjx69Kh89dVXpZ+fn9FIldpg+PDh0tfXV27dutVoeGFubq6UUsqTJ0/Kjz/+WO7du1eeOXNGrlixQjZu3Fh2797dsI+SYcm9evWSCQkJct26dTIoKMjksORx48bJY8eOyZkzZ9rF0OyxY8fKrVu3yjNnzsidO3fK6OhoGRgYKC9duiSlLB6WXr9+fbl582a5d+9eGRUVJaOiogzb1+a630mn08n69evL8ePHGy13xM8/OztbHjhwQB44cEACkF9++aU8cOCAYRTSlClTpJ+fn1yxYoU8dOiQfPzxx00OS+/YsaP8+++/5Y4dO2SzZs2MhiRnZmbKkJAQ+eKLL8rExES5cOFC6enpWWZIrouLi/z888/lsWPH5IcffmiTIckV1b+goEA+9thjsl69ejIhIcHonFAy2iYuLk5+9dVXMiEhQZ46dUr++uuvMigoSA4aNKhW1L+y9yA7O1v++9//lvHx8fLMmTNy48aNslOnTrJZs2YyLy/PsA9H/Q6UyMrKkp6envK7774rs709fgeY8FjZ9OnTZf369aVGo5Fdu3aVu3btUjqkKgNg8jFnzhwppZQpKSmye/fusm7dutLNzU02bdpUjhs3zmgeFimlPHv2rOzbt6/08PCQgYGBcuzYsbKwsNCozJYtW2SHDh2kRqORjRs3NhxDSc8884wMCwuTGo1G3nXXXfKZZ56RJ0+eNKy/efOmfOONN6S/v7/09PSUTzzxhExLSzPaR22t+53Wr18vAcjk5GSj5Y74+W/ZssXkd37w4MFSyuKh6f/5z39kSEiIdHNzkz179izzvly9elUOHDhQ1qlTR/r4+MiXXnpJZmdnG5U5ePCgvP/++6Wbm5u866675JQpU8rEsnjxYtm8eXOp0Whk69at5erVq61W7xIV1f/MmTPlnhNK5mXat2+fjIyMlL6+vtLd3V3efffd8tNPPzVKBuy5/lJW/B7k5ubKXr16yaCgIOnq6iobNGgghw0bVuaPWUf9DpT44YcfpIeHh8zMzCyzvT1+B4SUUla9XYiIiIio9mAfHiIiInJ4THiIiIjI4THhISIiIofHhIeIiIgcHhMeIiIicnhMeIiIiMjhMeEhIiIih8eEh4iIiBweEx4iIiJyeEx4iIiIyOEx4SEiIiKHx4SHiIiIHN7/A42EaitNbDODAAAAAElFTkSuQmCC",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "# this plot is not great because there are a lot of rows with zero values\n",
     "# each line represents the temperature at a fixed distance over time.\n",
@@ -145,30 +95,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 40,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.colorbar.Colorbar at 0x7f973c562800>"
-      ]
-     },
-     "execution_count": 40,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 600x1800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "single_location_irradiance = pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]\n",
     "\n",
@@ -180,474 +109,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 41,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;ground_irradiance&#x27; (time: 17520, distance: 10)&gt; Size: 1MB\n",
-       "dask.array&lt;getitem, shape=(17520, 10), dtype=float64, chunksize=(17520, 10), chunktype=numpy.ndarray&gt;\n",
-       "Coordinates:\n",
-       "    latitude   float32 4B 28.13\n",
-       "    longitude  float32 4B -99.94\n",
-       "  * time       (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T23:30:00\n",
-       "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'ground_irradiance'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-d7268aa5-f6f2-4647-9ef8-c89c27a516ab' class='xr-array-in' type='checkbox' checked><label for='section-d7268aa5-f6f2-4647-9ef8-c89c27a516ab' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</span></div><div class='xr-array-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.34 MiB </td>\n",
-       "                        <td> 1.34 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (17520, 10) </td>\n",
-       "                        <td> (17520, 10) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 21 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >10</text>\n",
-       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></div></li><li class='xr-section-item'><input id='section-90028939-2ba5-416a-b585-3cd15e6f46d0' class='xr-section-summary-in' type='checkbox'  checked><label for='section-90028939-2ba5-416a-b585-3cd15e6f46d0' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>latitude</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>28.13</div><input id='attrs-8ffc1727-9b49-4a48-ada6-73bd99def0ab' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8ffc1727-9b49-4a48-ada6-73bd99def0ab' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d097c34f-4a91-4d1b-b9b9-9c64894259f1' class='xr-var-data-in' type='checkbox'><label for='data-d097c34f-4a91-4d1b-b9b9-9c64894259f1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(28.13, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>longitude</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-99.94</div><input id='attrs-4a9f1f68-383f-4a07-a87b-6600d95457c7' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4a9f1f68-383f-4a07-a87b-6600d95457c7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f132b27a-462a-41ec-9f87-319f4f028010' class='xr-var-data-in' type='checkbox'><label for='data-f132b27a-462a-41ec-9f87-319f4f028010' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(-99.94, dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-48962112-3d25-437d-93d9-1e3c13ce81c2' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-48962112-3d25-437d-93d9-1e3c13ce81c2' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-845d8b79-2b7a-4b86-8fa5-52dab2fa5ea0' class='xr-var-data-in' type='checkbox'><label for='data-845d8b79-2b7a-4b86-8fa5-52dab2fa5ea0' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-db7bc1bf-248b-4883-9df0-3c320d4f7a17' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-db7bc1bf-248b-4883-9df0-3c320d4f7a17' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-706daa80-5295-417a-a74b-19fc67db4733' class='xr-var-data-in' type='checkbox'><label for='data-706daa80-5295-417a-a74b-19fc67db4733' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8b731453-97a0-4d00-a85a-727350e4da27' class='xr-section-summary-in' type='checkbox'  ><label for='section-8b731453-97a0-4d00-a85a-727350e4da27' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-f6e4d5e9-5776-4798-bc5c-2b8083f42e32' class='xr-index-data-in' type='checkbox'/><label for='index-f6e4d5e9-5776-4798-bc5c-2b8083f42e32' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-148a3b62-cb9e-4cb9-9c48-4e246e346d7c' class='xr-index-data-in' type='checkbox'/><label for='index-148a3b62-cb9e-4cb9-9c48-4e246e346d7c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a7813828-d50f-4ba9-9d97-b370a714929b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a7813828-d50f-4ba9-9d97-b370a714929b' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.DataArray 'ground_irradiance' (time: 17520, distance: 10)> Size: 1MB\n",
-       "dask.array<getitem, shape=(17520, 10), dtype=float64, chunksize=(17520, 10), chunktype=numpy.ndarray>\n",
-       "Coordinates:\n",
-       "    latitude   float32 4B 28.13\n",
-       "    longitude  float32 4B -99.94\n",
-       "  * time       (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T23:30:00\n",
-       "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9"
-      ]
-     },
-     "execution_count": 41,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 42,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -658,30 +129,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 43,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.collections.PathCollection at 0x7f9721b82ef0>"
-      ]
-     },
-     "execution_count": 43,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1000x600 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "plt.figure(figsize=(10,6))\n",
     "plt.scatter(np.arange(nonzero_da.sizes[\"time\"]), nonzero_da.time, s=0.1)"
@@ -696,30 +146,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 44,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.colorbar.Colorbar at 0x7f9713667670>"
-      ]
-     },
-     "execution_count": 44,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 600x1800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "plt.figure(figsize=(6,18))\n",
     "\n",
@@ -766,29 +195,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "{'01': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json',\n",
-       " '02': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/02/02_pvsamv1.json',\n",
-       " '03': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/03/03_pvsamv1.json',\n",
-       " '04': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/04/04_pvsamv1.json',\n",
-       " '05': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/05/05_pvsamv1.json',\n",
-       " '06': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/06/06_pvsamv1.json',\n",
-       " '07': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/07/07_pvsamv1.json',\n",
-       " '08': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/08/08_pvsamv1.json',\n",
-       " '09': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/09/09_pvsamv1.json',\n",
-       " '10': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/10/10_pvsamv1.json'}"
-      ]
-     },
-     "execution_count": 5,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "weather_df = geo_weather.isel(gid=0).to_dataframe()\n",
     "meta_dict = geo_meta.iloc[0].to_dict()\n",
@@ -813,7 +222,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -829,1382 +238,27 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
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-       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input + label {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input:enabled + label {\n",
-       "  cursor: pointer;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input:enabled + label:hover {\n",
-       "  color: var(--xr-font-color0);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary {\n",
-       "  grid-column: 1;\n",
-       "  color: var(--xr-font-color2);\n",
-       "  font-weight: 500;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary > span {\n",
-       "  display: inline-block;\n",
-       "  padding-left: 0.5em;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label {\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in + label:before {\n",
-       "  display: inline-block;\n",
-       "  content: '►';\n",
-       "  font-size: 11px;\n",
-       "  width: 15px;\n",
-       "  text-align: center;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label:before {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label:before {\n",
-       "  content: '▼';\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label > span {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary,\n",
-       ".xr-section-inline-details {\n",
-       "  padding-top: 4px;\n",
-       "  padding-bottom: 4px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-inline-details {\n",
-       "  grid-column: 2 / -1;\n",
-       "}\n",
-       "\n",
-       ".xr-section-details {\n",
-       "  display: none;\n",
-       "  grid-column: 1 / -1;\n",
-       "  margin-bottom: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
-       "Dimensions:            (time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    annual_poa         float64 8B 2.736e+05\n",
-       "    ground_irradiance  (time, distance) float64 1MB dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-59d2245c-c76a-4ef0-b43b-296b3a23ab7b' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-59d2245c-c76a-4ef0-b43b-296b3a23ab7b' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-352365a7-b55a-4ddc-aaf7-0876210505c6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-352365a7-b55a-4ddc-aaf7-0876210505c6' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-880576ba-470f-4ce9-a8ce-3e0cb8792ea1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-880576ba-470f-4ce9-a8ce-3e0cb8792ea1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-735f0dd0-af95-47d5-9e18-ac983ea5a614' class='xr-var-data-in' type='checkbox'><label for='data-735f0dd0-af95-47d5-9e18-ac983ea5a614' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-bb3b6877-a65b-4572-a9ed-4ce9a5d3131a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bb3b6877-a65b-4572-a9ed-4ce9a5d3131a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-cc32ac98-8c2e-4a67-b3bf-fd1071e71ba6' class='xr-var-data-in' type='checkbox'><label for='data-cc32ac98-8c2e-4a67-b3bf-fd1071e71ba6' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-2ecabd9a-5fca-4562-87e0-2883ff05e2be' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2ecabd9a-5fca-4562-87e0-2883ff05e2be' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.736e+05</div><input id='attrs-a0fbf9e5-d3fa-4aee-99b2-3717de153eda' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a0fbf9e5-d3fa-4aee-99b2-3717de153eda' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f89c6704-ef2f-487e-83a6-a156598d742a' class='xr-var-data-in' type='checkbox'><label for='data-f89c6704-ef2f-487e-83a6-a156598d742a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(273630.41348031)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</div><input id='attrs-5b01e05c-4724-400f-88d3-258ae9b37696' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5b01e05c-4724-400f-88d3-258ae9b37696' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-abc5d169-6583-4811-bd98-df5d5b56513d' class='xr-var-data-in' type='checkbox'><label for='data-abc5d169-6583-4811-bd98-df5d5b56513d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.34 MiB </td>\n",
-       "                        <td> 1.34 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (17520, 10) </td>\n",
-       "                        <td> (17520, 10) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >10</text>\n",
-       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-535fc4c2-9608-40f1-b06d-dc48c146be1d' class='xr-section-summary-in' type='checkbox'  ><label for='section-535fc4c2-9608-40f1-b06d-dc48c146be1d' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8a0da586-47fd-4158-86e5-4c14693bc368' class='xr-index-data-in' type='checkbox'/><label for='index-8a0da586-47fd-4158-86e5-4c14693bc368' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-616f0d7e-7760-489a-99d6-4aa27a4243f2' class='xr-index-data-in' type='checkbox'/><label for='index-616f0d7e-7760-489a-99d6-4aa27a4243f2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a551e669-6d0e-4188-b0b4-bfe56996ef2f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a551e669-6d0e-4188-b0b4-bfe56996ef2f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 2MB\n",
-       "Dimensions:            (time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    annual_poa         float64 8B 2.736e+05\n",
-       "    ground_irradiance  (time, distance) float64 1MB dask.array<chunksize=(17520, 10), meta=np.ndarray>"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "ds1"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
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-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 2MB\n",
-       "Dimensions:            (time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    annual_poa         float64 8B 2.736e+05\n",
-       "    ground_irradiance  (time, distance) float64 1MB dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-7b65a5a5-b23d-4259-a11e-c75a2a5c03f2' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-7b65a5a5-b23d-4259-a11e-c75a2a5c03f2' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-637c36f2-748a-47b5-bfe7-796e2b9583ec' class='xr-section-summary-in' type='checkbox'  checked><label for='section-637c36f2-748a-47b5-bfe7-796e2b9583ec' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-8ab8b241-db90-4491-a73a-69967fc420ec' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8ab8b241-db90-4491-a73a-69967fc420ec' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2a307848-5534-4e55-ac3b-a0baed6242f7' class='xr-var-data-in' type='checkbox'><label for='data-2a307848-5534-4e55-ac3b-a0baed6242f7' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-fd3ced9d-fd3e-4a3c-88ed-1188f5549c4d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-fd3ced9d-fd3e-4a3c-88ed-1188f5549c4d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-909b0de2-61d2-4654-b277-81fe8db310b2' class='xr-var-data-in' type='checkbox'><label for='data-909b0de2-61d2-4654-b277-81fe8db310b2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ad0921ee-5a42-404c-b988-63333c3e86f7' class='xr-section-summary-in' type='checkbox'  checked><label for='section-ad0921ee-5a42-404c-b988-63333c3e86f7' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>2.736e+05</div><input id='attrs-d873b206-5571-41e5-974b-d0f11eca2c70' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d873b206-5571-41e5-974b-d0f11eca2c70' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ef55d371-b933-4e81-92db-44224021cc55' class='xr-var-data-in' type='checkbox'><label for='data-ef55d371-b933-4e81-92db-44224021cc55' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(273630.41348031)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 10), meta=np.ndarray&gt;</div><input id='attrs-eeb97cc0-a014-45dc-9fc2-3bf84b7bc18d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-eeb97cc0-a014-45dc-9fc2-3bf84b7bc18d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b2dd09d5-3822-40d6-a4b9-bfb7ca3df8af' class='xr-var-data-in' type='checkbox'><label for='data-b2dd09d5-3822-40d6-a4b9-bfb7ca3df8af' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 1.34 MiB </td>\n",
-       "                        <td> 1.34 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (17520, 10) </td>\n",
-       "                        <td> (17520, 10) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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-       "\n",
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-       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">17520</text>\n",
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-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-770202bf-5b7e-4582-bded-8bb06cf2b1cd' class='xr-section-summary-in' type='checkbox'  ><label for='section-770202bf-5b7e-4582-bded-8bb06cf2b1cd' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-9b652b5f-8c59-4cd5-956a-52b759049529' class='xr-index-data-in' type='checkbox'/><label for='index-9b652b5f-8c59-4cd5-956a-52b759049529' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-51d89760-60db-433a-8373-9ce2d1e87b40' class='xr-index-data-in' type='checkbox'/><label for='index-51d89760-60db-433a-8373-9ce2d1e87b40' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a5b9ee47-e931-429f-9f66-3a9ba2ce63cc' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a5b9ee47-e931-429f-9f66-3a9ba2ce63cc' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 2MB\n",
-       "Dimensions:            (time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    annual_poa         float64 8B 2.736e+05\n",
-       "    ground_irradiance  (time, distance) float64 1MB dask.array<chunksize=(17520, 10), meta=np.ndarray>"
-      ]
-     },
-     "execution_count": 31,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "ds2"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
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-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;ground_irradiance&#x27; (time: 3156, distance: 10)&gt; Size: 252kB\n",
-       "array([[5.75000778, 6.81571978, 8.5343234 , ..., 8.44491123, 6.84407973,\n",
-       "        5.77561202],\n",
-       "       [3.23635362, 3.84641097, 4.82869613, ..., 4.77427455, 3.86100979,\n",
-       "        3.251067  ],\n",
-       "       [2.83297997, 3.36778282, 4.22750632, ..., 4.17682637, 3.37907801,\n",
-       "        2.84592762],\n",
-       "       ...,\n",
-       "       [2.82727475, 3.35709743, 4.21585467, ..., 4.18072614, 3.37589277,\n",
-       "        2.83982618],\n",
-       "       [6.14378031, 7.28084641, 9.1213216 , ..., 9.04050337, 7.31845355,\n",
-       "        6.1708254 ],\n",
-       "       [4.44587279, 5.28112444, 6.6310527 , ..., 6.56734252, 5.30656218,\n",
-       "        4.46582299]])\n",
-       "Coordinates:\n",
-       "  * time      (time) datetime64[ns] 25kB 2022-01-01T16:00:00 ... 2022-12-31T1...\n",
-       "  * distance  (distance) int64 80B 0 1 2 3 4 5 6 7 8 9</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'ground_irradiance'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 3156</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-ba84fb69-5518-4740-a81e-24f48cd3a7d5' class='xr-array-in' type='checkbox' checked><label for='section-ba84fb69-5518-4740-a81e-24f48cd3a7d5' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>5.75 6.816 8.534 9.969 10.68 10.63 ... 8.281 7.673 6.567 5.307 4.466</span></div><div class='xr-array-data'><pre>array([[5.75000778, 6.81571978, 8.5343234 , ..., 8.44491123, 6.84407973,\n",
-       "        5.77561202],\n",
-       "       [3.23635362, 3.84641097, 4.82869613, ..., 4.77427455, 3.86100979,\n",
-       "        3.251067  ],\n",
-       "       [2.83297997, 3.36778282, 4.22750632, ..., 4.17682637, 3.37907801,\n",
-       "        2.84592762],\n",
-       "       ...,\n",
-       "       [2.82727475, 3.35709743, 4.21585467, ..., 4.18072614, 3.37589277,\n",
-       "        2.83982618],\n",
-       "       [6.14378031, 7.28084641, 9.1213216 , ..., 9.04050337, 7.31845355,\n",
-       "        6.1708254 ],\n",
-       "       [4.44587279, 5.28112444, 6.6310527 , ..., 6.56734252, 5.30656218,\n",
-       "        4.46582299]])</pre></div></div></li><li class='xr-section-item'><input id='section-53e900fe-d131-47df-b328-fc37105fbfdc' class='xr-section-summary-in' type='checkbox'  checked><label for='section-53e900fe-d131-47df-b328-fc37105fbfdc' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01T16:00:00 ... 2022-12-...</div><input id='attrs-b6fccee2-d606-47e1-ab71-6a41736d4220' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b6fccee2-d606-47e1-ab71-6a41736d4220' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-31cd5c0c-d6c7-4f4e-a01e-4815579f8952' class='xr-var-data-in' type='checkbox'><label for='data-31cd5c0c-d6c7-4f4e-a01e-4815579f8952' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T16:00:00.000000000&#x27;, &#x27;2022-01-02T16:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-03T16:00:00.000000000&#x27;, ..., &#x27;2022-12-29T16:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-30T16:00:00.000000000&#x27;, &#x27;2022-12-31T16:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-bfbc9b08-5c72-4c76-a556-663d9f7d4f83' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bfbc9b08-5c72-4c76-a556-663d9f7d4f83' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-69d8237e-8b6e-4200-b2ee-76b43bfc723a' class='xr-var-data-in' type='checkbox'><label for='data-69d8237e-8b6e-4200-b2ee-76b43bfc723a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-33d5399f-09ce-4583-8428-2d2045e9ab56' class='xr-section-summary-in' type='checkbox'  ><label for='section-33d5399f-09ce-4583-8428-2d2045e9ab56' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7f28b5b3-a156-4e12-bc07-a80acdb00867' class='xr-index-data-in' type='checkbox'/><label for='index-7f28b5b3-a156-4e12-bc07-a80acdb00867' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 16:00:00&#x27;, &#x27;2022-01-02 16:00:00&#x27;,\n",
-       "               &#x27;2022-01-03 16:00:00&#x27;, &#x27;2022-01-04 16:00:00&#x27;,\n",
-       "               &#x27;2022-01-05 16:00:00&#x27;, &#x27;2022-01-06 16:00:00&#x27;,\n",
-       "               &#x27;2022-01-07 16:00:00&#x27;, &#x27;2022-01-08 16:00:00&#x27;,\n",
-       "               &#x27;2022-01-09 16:00:00&#x27;, &#x27;2022-01-10 16:00:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-22 16:00:00&#x27;, &#x27;2022-12-23 16:00:00&#x27;,\n",
-       "               &#x27;2022-12-24 16:00:00&#x27;, &#x27;2022-12-25 16:00:00&#x27;,\n",
-       "               &#x27;2022-12-26 16:00:00&#x27;, &#x27;2022-12-27 16:00:00&#x27;,\n",
-       "               &#x27;2022-12-28 16:00:00&#x27;, &#x27;2022-12-29 16:00:00&#x27;,\n",
-       "               &#x27;2022-12-30 16:00:00&#x27;, &#x27;2022-12-31 16:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=3156, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-37949956-277e-4b97-b773-0ddbb8611a1b' class='xr-index-data-in' type='checkbox'/><label for='index-37949956-277e-4b97-b773-0ddbb8611a1b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-90e8f6a6-19ec-4c48-b9fb-52385b2bf9cb' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-90e8f6a6-19ec-4c48-b9fb-52385b2bf9cb' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.DataArray 'ground_irradiance' (time: 3156, distance: 10)> Size: 252kB\n",
-       "array([[5.75000778, 6.81571978, 8.5343234 , ..., 8.44491123, 6.84407973,\n",
-       "        5.77561202],\n",
-       "       [3.23635362, 3.84641097, 4.82869613, ..., 4.77427455, 3.86100979,\n",
-       "        3.251067  ],\n",
-       "       [2.83297997, 3.36778282, 4.22750632, ..., 4.17682637, 3.37907801,\n",
-       "        2.84592762],\n",
-       "       ...,\n",
-       "       [2.82727475, 3.35709743, 4.21585467, ..., 4.18072614, 3.37589277,\n",
-       "        2.83982618],\n",
-       "       [6.14378031, 7.28084641, 9.1213216 , ..., 9.04050337, 7.31845355,\n",
-       "        6.1708254 ],\n",
-       "       [4.44587279, 5.28112444, 6.6310527 , ..., 6.56734252, 5.30656218,\n",
-       "        4.46582299]])\n",
-       "Coordinates:\n",
-       "  * time      (time) datetime64[ns] 25kB 2022-01-01T16:00:00 ... 2022-12-31T1...\n",
-       "  * distance  (distance) int64 80B 0 1 2 3 4 5 6 7 8 9"
-      ]
-     },
-     "execution_count": 28,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "mask = np.any(ds1.ground_irradiance != 0, axis=1)\n",
     "\n",
@@ -2215,444 +269,9 @@
   },
   {
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-   "execution_count": 29,
+   "execution_count": null,
    "metadata": {},
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-       ".xr-section-summary > span {\n",
-       "  display: inline-block;\n",
-       "  padding-left: 0.5em;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label {\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in + label:before {\n",
-       "  display: inline-block;\n",
-       "  content: '►';\n",
-       "  font-size: 11px;\n",
-       "  width: 15px;\n",
-       "  text-align: center;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label:before {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label:before {\n",
-       "  content: '▼';\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label > span {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary,\n",
-       ".xr-section-inline-details {\n",
-       "  padding-top: 4px;\n",
-       "  padding-bottom: 4px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-inline-details {\n",
-       "  grid-column: 2 / -1;\n",
-       "}\n",
-       "\n",
-       ".xr-section-details {\n",
-       "  display: none;\n",
-       "  grid-column: 1 / -1;\n",
-       "  margin-bottom: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;ground_irradiance&#x27; (time: 3156, distance: 10)&gt; Size: 252kB\n",
-       "array([[7.06233363, 7.39554398, 8.11977724, ..., 8.10870709, 7.49858932,\n",
-       "        7.09628666],\n",
-       "       [3.98710499, 4.17824515, 4.59019211, ..., 4.5834376 , 4.23525868,\n",
-       "        4.00591693],\n",
-       "       [3.49067497, 3.65859914, 4.01731711, ..., 4.01100985, 3.70677081,\n",
-       "        3.50659409],\n",
-       "       ...,\n",
-       "       [3.48102596, 3.64553123, 4.01318906, ..., 4.00887056, 3.7024543 ,\n",
-       "        3.49970561],\n",
-       "       [7.54605911, 7.89978085, 8.68438986, ..., 8.67443697, 8.01862736,\n",
-       "        7.58509934],\n",
-       "       [5.4753274 , 5.73569692, 6.30850165, ..., 6.30063946, 5.82034418,\n",
-       "        5.50316637]])\n",
-       "Coordinates:\n",
-       "  * time      (time) datetime64[ns] 25kB 2022-01-01T16:00:00 ... 2022-12-31T1...\n",
-       "  * distance  (distance) int64 80B 0 1 2 3 4 5 6 7 8 9</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'ground_irradiance'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 3156</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-e6b9fdf5-1f26-468a-98d7-d70526e34240' class='xr-array-in' type='checkbox' checked><label for='section-e6b9fdf5-1f26-468a-98d7-d70526e34240' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>7.062 7.396 8.12 8.713 9.054 9.043 ... 7.035 6.759 6.301 5.82 5.503</span></div><div class='xr-array-data'><pre>array([[7.06233363, 7.39554398, 8.11977724, ..., 8.10870709, 7.49858932,\n",
-       "        7.09628666],\n",
-       "       [3.98710499, 4.17824515, 4.59019211, ..., 4.5834376 , 4.23525868,\n",
-       "        4.00591693],\n",
-       "       [3.49067497, 3.65859914, 4.01731711, ..., 4.01100985, 3.70677081,\n",
-       "        3.50659409],\n",
-       "       ...,\n",
-       "       [3.48102596, 3.64553123, 4.01318906, ..., 4.00887056, 3.7024543 ,\n",
-       "        3.49970561],\n",
-       "       [7.54605911, 7.89978085, 8.68438986, ..., 8.67443697, 8.01862736,\n",
-       "        7.58509934],\n",
-       "       [5.4753274 , 5.73569692, 6.30850165, ..., 6.30063946, 5.82034418,\n",
-       "        5.50316637]])</pre></div></div></li><li class='xr-section-item'><input id='section-efdc3222-195c-420c-a9ba-88c85ee2ee35' class='xr-section-summary-in' type='checkbox'  checked><label for='section-efdc3222-195c-420c-a9ba-88c85ee2ee35' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01T16:00:00 ... 2022-12-...</div><input id='attrs-ad7841c0-c40d-4937-a059-fe37fe9bfca1' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-ad7841c0-c40d-4937-a059-fe37fe9bfca1' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-189e3d1b-e754-46dd-af01-eb41a039ac55' class='xr-var-data-in' type='checkbox'><label for='data-189e3d1b-e754-46dd-af01-eb41a039ac55' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T16:00:00.000000000&#x27;, &#x27;2022-01-02T16:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-03T16:00:00.000000000&#x27;, ..., &#x27;2022-12-29T16:00:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-30T16:00:00.000000000&#x27;, &#x27;2022-12-31T16:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-27479f46-42bb-4a2f-bc6d-f1bdbf3d3413' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-27479f46-42bb-4a2f-bc6d-f1bdbf3d3413' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-65e2f9a0-715f-47de-aeaa-a5eba0662645' class='xr-var-data-in' type='checkbox'><label for='data-65e2f9a0-715f-47de-aeaa-a5eba0662645' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4edeade9-20c5-4847-a473-220aba9ffa6f' class='xr-section-summary-in' type='checkbox'  ><label for='section-4edeade9-20c5-4847-a473-220aba9ffa6f' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-5ba26471-6aec-4e9e-b4c9-d5d04b192e42' class='xr-index-data-in' type='checkbox'/><label for='index-5ba26471-6aec-4e9e-b4c9-d5d04b192e42' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 16:00:00&#x27;, &#x27;2022-01-02 16:00:00&#x27;,\n",
-       "               &#x27;2022-01-03 16:00:00&#x27;, &#x27;2022-01-04 16:00:00&#x27;,\n",
-       "               &#x27;2022-01-05 16:00:00&#x27;, &#x27;2022-01-06 16:00:00&#x27;,\n",
-       "               &#x27;2022-01-07 16:00:00&#x27;, &#x27;2022-01-08 16:00:00&#x27;,\n",
-       "               &#x27;2022-01-09 16:00:00&#x27;, &#x27;2022-01-10 16:00:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-22 16:00:00&#x27;, &#x27;2022-12-23 16:00:00&#x27;,\n",
-       "               &#x27;2022-12-24 16:00:00&#x27;, &#x27;2022-12-25 16:00:00&#x27;,\n",
-       "               &#x27;2022-12-26 16:00:00&#x27;, &#x27;2022-12-27 16:00:00&#x27;,\n",
-       "               &#x27;2022-12-28 16:00:00&#x27;, &#x27;2022-12-29 16:00:00&#x27;,\n",
-       "               &#x27;2022-12-30 16:00:00&#x27;, &#x27;2022-12-31 16:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=3156, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-78b00552-b41c-4854-89f8-4ac87571c0c9' class='xr-index-data-in' type='checkbox'/><label for='index-78b00552-b41c-4854-89f8-4ac87571c0c9' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-411cfd45-8222-4d25-b480-dd0886da6659' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-411cfd45-8222-4d25-b480-dd0886da6659' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.DataArray 'ground_irradiance' (time: 3156, distance: 10)> Size: 252kB\n",
-       "array([[7.06233363, 7.39554398, 8.11977724, ..., 8.10870709, 7.49858932,\n",
-       "        7.09628666],\n",
-       "       [3.98710499, 4.17824515, 4.59019211, ..., 4.5834376 , 4.23525868,\n",
-       "        4.00591693],\n",
-       "       [3.49067497, 3.65859914, 4.01731711, ..., 4.01100985, 3.70677081,\n",
-       "        3.50659409],\n",
-       "       ...,\n",
-       "       [3.48102596, 3.64553123, 4.01318906, ..., 4.00887056, 3.7024543 ,\n",
-       "        3.49970561],\n",
-       "       [7.54605911, 7.89978085, 8.68438986, ..., 8.67443697, 8.01862736,\n",
-       "        7.58509934],\n",
-       "       [5.4753274 , 5.73569692, 6.30850165, ..., 6.30063946, 5.82034418,\n",
-       "        5.50316637]])\n",
-       "Coordinates:\n",
-       "  * time      (time) datetime64[ns] 25kB 2022-01-01T16:00:00 ... 2022-12-31T1...\n",
-       "  * distance  (distance) int64 80B 0 1 2 3 4 5 6 7 8 9"
-      ]
-     },
-     "execution_count": 29,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "mask = np.any(ds2.ground_irradiance != 0, axis=1)\n",
     "\n",
@@ -2660,13 +279,85 @@
     "\n",
     "nonzero.compute()"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#####\n",
+    "\n",
+    "# the following cells were for sharing with silvana for the size of the xarray\n",
+    "# we were using 30 minute 2022 data (not tmy) so i sliced it to be the correct size of TMY data\n",
+    "\n",
+    "#####"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pickle\n",
+    "\n",
+    "sliced_data = pysam_fake_res.isel(latitude=0, longitude=3).isel(time=slice(8760))\n",
+    "\n",
+    "# Specify the file where the pickled data will be stored\n",
+    "pickle_file = \"sliced_data.pkl\"\n",
+    "\n",
+    "# Pickle the data\n",
+    "with open(pickle_file, \"wb\") as f:\n",
+    "    pickle.dump(sliced_data, f)\n",
+    "\n",
+    "print(f\"Data has been pickled and saved to {pickle_file}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import xarray\n",
+    "import pickle\n",
+    "\n",
+    "with open(\"sliced_data.pkl\", \"rb\") as f:\n",
+    "    loaded_data = pickle.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_data.nbytes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
    "display_name": "rpp",
    "language": "python",
-   "name": "python3"
+   "name": "rpp"
   },
   "language_info": {
    "codemirror_mode": {
diff --git a/scripts/pysam_geospatial.ipynb b/scripts/pysam_geospatial.ipynb
index 1f773c09..143dd57d 100644
--- a/scripts/pysam_geospatial.ipynb
+++ b/scripts/pysam_geospatial.ipynb
@@ -2,7 +2,7 @@
  "cells": [
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -22,17 +22,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "http://127.0.0.1:8787/status\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "workers = 8\n",
     "\n",
@@ -48,18 +40,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
-      "  warnings.warn(\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
     "\n",
@@ -68,27 +51,16 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1500x1000 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
+   "outputs": [],
    "source": [
     "locationGetter.plot_coords()"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -100,7 +72,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -118,38 +90,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 7,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "ERROR:tornado.application:Exception in callback functools.partial(<bound method IOLoop._discard_future_result of <tornado.platform.asyncio.AsyncIOMainLoop object at 0x7f076249a6e0>>, <Task finished name='Task-103502' coro=<ProfileTimePlot.trigger_update.<locals>.cb() done, defined at /home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/utils.py:836> exception=AttributeError(\"'NoneType' object has no attribute 'add_next_tick_callback'\")>)\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/tornado/ioloop.py\", line 750, in _run_callback\n",
-      "    ret = callback()\n",
-      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/tornado/ioloop.py\", line 774, in _discard_future_result\n",
-      "    future.result()\n",
-      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/utils.py\", line 838, in wrapper\n",
-      "    return await func(*args, **kwargs)\n",
-      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/dashboard/components/shared.py\", line 315, in cb\n",
-      "    self.doc().add_next_tick_callback(lambda: self.update(prof, metadata))\n",
-      "AttributeError: 'NoneType' object has no attribute 'add_next_tick_callback'\n",
-      "ERROR:tornado.application:Exception in callback functools.partial(<bound method IOLoop._discard_future_result of <tornado.platform.asyncio.AsyncIOMainLoop object at 0x7f076249a6e0>>, <Task finished name='Task-140965' coro=<ProfileTimePlot.trigger_update.<locals>.cb() done, defined at /home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/utils.py:836> exception=AttributeError(\"'NoneType' object has no attribute 'add_next_tick_callback'\")>)\n",
-      "Traceback (most recent call last):\n",
-      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/tornado/ioloop.py\", line 750, in _run_callback\n",
-      "    ret = callback()\n",
-      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/tornado/ioloop.py\", line 774, in _discard_future_result\n",
-      "    future.result()\n",
-      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/utils.py\", line 838, in wrapper\n",
-      "    return await func(*args, **kwargs)\n",
-      "  File \"/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/dashboard/components/shared.py\", line 315, in cb\n",
-      "    self.doc().add_next_tick_callback(lambda: self.update(prof, metadata))\n",
-      "AttributeError: 'NoneType' object has no attribute 'add_next_tick_callback'\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "pysam_tiny_res = pvdeg.geospatial.analysis(\n",
     "    weather_ds = geo_weather,\n",
@@ -162,604 +105,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 8,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/client.py:3245: UserWarning: Sending large graph of size 108.44 MiB.\n",
-      "This may cause some slowdown.\n",
-      "Consider scattering data ahead of time and using futures.\n",
-      "  warnings.warn(\n"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "pysam_tiny_res.to_netcdf('downsample40-conf01-pysam-ground-irradiance.nc', engine='h5netcdf')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
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-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 191MB\n",
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-       "Data variables:\n",
-       "    annual_poa         (latitude, longitude) float64 1kB nan nan nan ... nan nan\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 191MB dask.array&lt;chunksize=(17520, 10, 1, 17), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-f78caeaa-0fde-4fb7-95af-1387616b7b6f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-f78caeaa-0fde-4fb7-95af-1387616b7b6f' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 17</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-20481fa4-5ebb-4f26-b20d-db529d2e8010' class='xr-section-summary-in' type='checkbox'  checked><label for='section-20481fa4-5ebb-4f26-b20d-db529d2e8010' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>24.85 28.13 31.33 ... 44.13 47.33</div><input id='attrs-48113965-cff9-4772-9d4a-7d2ce33f1714' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-48113965-cff9-4772-9d4a-7d2ce33f1714' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a326728a-af44-44c5-85ec-30e613edc320' class='xr-var-data-in' type='checkbox'><label for='data-a326728a-af44-44c5-85ec-30e613edc320' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([24.85, 28.13, 31.33, 34.53, 37.73, 40.93, 44.13, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-122.3 -119.1 ... -74.34 -71.14</div><input id='attrs-5017fa5f-e404-46ef-a162-30845e14abdc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5017fa5f-e404-46ef-a162-30845e14abdc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7ddc9fce-da2c-4536-b238-8b10d93c99a9' class='xr-var-data-in' type='checkbox'><label for='data-7ddc9fce-da2c-4536-b238-8b10d93c99a9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-122.34, -119.14, -115.94, -112.74, -109.54, -106.34, -103.14,  -99.94,\n",
-       "        -96.74,  -93.54,  -90.34,  -87.14,  -83.94,  -80.74,  -77.54,  -74.34,\n",
-       "        -71.14], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-242485db-e8cd-4706-babf-881eec31b4af' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-242485db-e8cd-4706-babf-881eec31b4af' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-be421098-1e3b-4623-a8a2-a9d7ddcae062' class='xr-var-data-in' type='checkbox'><label for='data-be421098-1e3b-4623-a8a2-a9d7ddcae062' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-6827e20b-9b44-4615-9785-2604f2acfff3' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6827e20b-9b44-4615-9785-2604f2acfff3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-75e0d1d2-fe44-431b-b360-8a928ed3b96c' class='xr-var-data-in' type='checkbox'><label for='data-75e0d1d2-fe44-431b-b360-8a928ed3b96c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8c731f49-046d-4bdb-bec6-30b64eb333be' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8c731f49-046d-4bdb-bec6-30b64eb333be' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-708d990f-c313-4642-a88c-4b2a40d487d4' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-708d990f-c313-4642-a88c-4b2a40d487d4' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-16e0102d-c314-45b6-986d-114562847299' class='xr-var-data-in' type='checkbox'><label for='data-16e0102d-c314-45b6-986d-114562847299' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[            nan,             nan,             nan,\n",
-       "                    nan,             nan,             nan,\n",
-       "                    nan,             nan,             nan,\n",
-       "                    nan,             nan,             nan,\n",
-       "                    nan, 601973.54187014,             nan,\n",
-       "                    nan,             nan],\n",
-       "       [            nan,             nan,             nan,\n",
-       "                    nan,             nan,             nan,\n",
-       "                    nan, 485428.56681267,             nan,\n",
-       "                    nan,             nan,             nan,\n",
-       "                    nan, 624982.58194708,             nan,\n",
-       "                    nan,             nan],\n",
-       "       [            nan,             nan,             nan,\n",
-       "                    nan,             nan,             nan,\n",
-       "        546288.38186935, 518024.13732738, 485198.32907909,\n",
-       "        470380.41347693, 480481.97880003, 478417.5343792 ,\n",
-       "        594628.83487859,             nan,             nan,\n",
-       "                    nan,             nan],\n",
-       "       [            nan, 325773.60313525, 312814.90984134,\n",
-       "        428800.94011545, 438084.30727499, 424241.70303776,\n",
-       "...\n",
-       "        500987.1063053 , 501933.6089306 , 535533.18876588,\n",
-       "                    nan,             nan],\n",
-       "       [294381.83229543, 298935.08396679, 299635.1004778 ,\n",
-       "        363015.61440559, 379914.60621212, 397099.50059471,\n",
-       "        375683.0742691 , 437294.11675156, 422374.37734658,\n",
-       "        406079.37485405, 414371.80521831, 414059.18194315,\n",
-       "        488747.53818801, 479241.82822851, 486987.33640919,\n",
-       "        507126.75363944,             nan],\n",
-       "       [241288.12749021, 286272.50975196, 364080.90527559,\n",
-       "        384896.62007307, 392023.63955272, 358526.2626258 ,\n",
-       "        347293.62409974, 420847.75341232, 401219.94788685,\n",
-       "        389313.15247943, 378357.31753714, 369404.91755292,\n",
-       "        482650.56794919,             nan,             nan,\n",
-       "        468202.26062135, 493348.31555038],\n",
-       "       [227592.93897732, 273630.41348031, 258086.79020233,\n",
-       "        365990.77447967, 326287.61035356, 326465.66972834,\n",
-       "        315876.1743698 , 402308.82472248, 391209.22639675,\n",
-       "        373274.71839835, 359394.80249353, 398225.49904678,\n",
-       "                    nan,             nan,             nan,\n",
-       "                    nan,             nan]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(17520, 10, 1, 17), meta=np.ndarray&gt;</div><input id='attrs-db38c873-2d08-49fa-a2d3-ba0c14940832' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-db38c873-2d08-49fa-a2d3-ba0c14940832' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-94aa4725-e48a-411c-85ea-7053cdc79a63' class='xr-var-data-in' type='checkbox'><label for='data-94aa4725-e48a-411c-85ea-7053cdc79a63' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 181.79 MiB </td>\n",
-       "                        <td> 22.72 MiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (17520, 10, 8, 17) </td>\n",
-       "                        <td> (17520, 10, 1, 17) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 8 chunks in 199 graph layers </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
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-       "  <text x=\"187.474299\" y=\"52.886915\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(45,187.474299,52.886915)\">10</text>\n",
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-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-ea9dfcff-f47e-4596-908b-5d70cc5a3574' class='xr-section-summary-in' type='checkbox'  ><label for='section-ea9dfcff-f47e-4596-908b-5d70cc5a3574' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-009ac184-feed-43f6-841c-93eb776fb43c' class='xr-index-data-in' type='checkbox'/><label for='index-009ac184-feed-43f6-841c-93eb776fb43c' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-614d2cfb-e9c2-4291-963d-a86d2984a5a3' class='xr-index-data-in' type='checkbox'/><label for='index-614d2cfb-e9c2-4291-963d-a86d2984a5a3' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-317a9772-461d-40ea-9708-335a378a9860' class='xr-index-data-in' type='checkbox'/><label for='index-317a9772-461d-40ea-9708-335a378a9860' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([24.850000381469727,   28.1299991607666, 31.329999923706055,\n",
-       "       34.529998779296875,  37.72999954223633,  40.93000030517578,\n",
-       "       44.130001068115234,  47.33000183105469],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-2e50661e-7846-4690-8d3e-30397d2db4e5' class='xr-index-data-in' type='checkbox'/><label for='index-2e50661e-7846-4690-8d3e-30397d2db4e5' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-122.33999633789062, -119.13999938964844, -115.94000244140625,\n",
-       "       -112.73999786376953, -109.54000091552734, -106.33999633789062,\n",
-       "       -103.13999938964844,  -99.94000244140625,  -96.73999786376953,\n",
-       "        -93.54000091552734,  -90.33999633789062,  -87.13999938964844,\n",
-       "        -83.94000244140625,  -80.73999786376953,  -77.54000091552734,\n",
-       "        -74.33999633789062,  -71.13999938964844],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ebf2b459-d058-4fed-9ce9-349f3321174e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ebf2b459-d058-4fed-9ce9-349f3321174e' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 191MB\n",
-       "Dimensions:            (latitude: 8, longitude: 17, time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * latitude           (latitude) float32 32B 24.85 28.13 31.33 ... 44.13 47.33\n",
-       "  * longitude          (longitude) float32 68B -122.3 -119.1 ... -74.34 -71.14\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    annual_poa         (latitude, longitude) float64 1kB nan nan nan ... nan nan\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 191MB dask.array<chunksize=(17520, 10, 1, 17), meta=np.ndarray>"
-      ]
-     },
-     "execution_count": 9,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "pysam_tiny_res"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 11,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -772,29 +136,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 12,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "(0.2502810919746036,\n",
-       " 0.7508432759238107,\n",
-       " 1.251405459873018,\n",
-       " 1.751967643822225,\n",
-       " 2.2525298277714323,\n",
-       " 2.753092011720639,\n",
-       " 3.2536541956698466,\n",
-       " 3.7542163796190535,\n",
-       " 4.2547785635682605,\n",
-       " 4.755340747517468)"
-      ]
-     },
-     "execution_count": 12,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "res.ground_irradiance[0][1:]"
    ]
diff --git a/scripts/pysam_wrangling.ipynb b/scripts/pysam_wrangling.ipynb
index 0d815d54..5ad583f7 100644
--- a/scripts/pysam_wrangling.ipynb
+++ b/scripts/pysam_wrangling.ipynb
@@ -68,10 +68,425 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "id": "40f7ff57-a8f2-43a0-b59b-0ee6099898d1",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 45MB\n",
+       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
+       "    annual_poa         (latitude, longitude) float64 256B ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0c623f3e-8c15-441d-adf8-5adcf49a8984' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0c623f3e-8c15-441d-adf8-5adcf49a8984' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 4</li><li><span class='xr-has-index'>longitude</span>: 8</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-3db56574-54cb-44a1-8d24-af004419d1c4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3db56574-54cb-44a1-8d24-af004419d1c4' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>28.13 34.53 40.93 47.33</div><input id='attrs-842ad7e2-cb2e-456f-8c9a-4d95f9361d05' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-842ad7e2-cb2e-456f-8c9a-4d95f9361d05' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9d3b8a1-0280-458e-922c-cd1107f5c0e2' class='xr-var-data-in' type='checkbox'><label for='data-d9d3b8a1-0280-458e-922c-cd1107f5c0e2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([28.13, 34.53, 40.93, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-119.1 -112.7 ... -80.74 -74.34</div><input id='attrs-05a6f9f6-8c64-4b1a-83ac-4e800cbb218e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-05a6f9f6-8c64-4b1a-83ac-4e800cbb218e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a84847e9-83fd-471c-bf48-1f19a1d7e414' class='xr-var-data-in' type='checkbox'><label for='data-a84847e9-83fd-471c-bf48-1f19a1d7e414' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-119.14, -112.74, -106.34,  -99.94,  -93.54,  -87.14,  -80.74,  -74.34],\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-8b8774de-25da-4293-acb4-9128eaa93c7d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8b8774de-25da-4293-acb4-9128eaa93c7d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63a07642-6e85-4c3f-8ba3-c02328935480' class='xr-var-data-in' type='checkbox'><label for='data-63a07642-6e85-4c3f-8ba3-c02328935480' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-6a97be6e-ea42-4352-a56b-a9348e8d4689' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6a97be6e-ea42-4352-a56b-a9348e8d4689' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-27aa97f8-7bbd-48c1-bff8-8117d585ea57' class='xr-var-data-in' type='checkbox'><label for='data-27aa97f8-7bbd-48c1-bff8-8117d585ea57' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c6e914d4-c5f6-4723-8d28-108c6b117e34' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c6e914d4-c5f6-4723-8d28-108c6b117e34' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0cca6622-e5e8-42dc-b336-6b4e039dfd65' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0cca6622-e5e8-42dc-b336-6b4e039dfd65' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99b86fd0-685d-4244-82e6-ffed7ddb08b9' class='xr-var-data-in' type='checkbox'><label for='data-99b86fd0-685d-4244-82e6-ffed7ddb08b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[5606400 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d21ca5b8-a521-4450-8931-c47cfd1f82a0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d21ca5b8-a521-4450-8931-c47cfd1f82a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3f34157d-1546-40cb-ae53-1b171e2e6c3c' class='xr-var-data-in' type='checkbox'><label for='data-3f34157d-1546-40cb-ae53-1b171e2e6c3c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[32 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a6e2b15d-0a10-4db7-bc23-ea101e51a1d0' class='xr-section-summary-in' type='checkbox'  ><label for='section-a6e2b15d-0a10-4db7-bc23-ea101e51a1d0' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-851f6c16-5891-44ae-afe1-dd0fda38015e' class='xr-index-data-in' type='checkbox'/><label for='index-851f6c16-5891-44ae-afe1-dd0fda38015e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([28.1299991607666, 34.529998779296875, 40.93000030517578,\n",
+       "       47.33000183105469],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-96b4bf85-515f-491e-b985-5e794e7b48d2' class='xr-index-data-in' type='checkbox'/><label for='index-96b4bf85-515f-491e-b985-5e794e7b48d2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-119.13999938964844, -112.73999786376953, -106.33999633789062,\n",
+       "        -99.94000244140625,  -93.54000091552734,  -87.13999938964844,\n",
+       "        -80.73999786376953,  -74.33999633789062],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-4c5a1cbf-84ac-427f-b5c5-37538d90ee5f' class='xr-index-data-in' type='checkbox'/><label for='index-4c5a1cbf-84ac-427f-b5c5-37538d90ee5f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ae74bee8-37af-4304-ae5c-5ecc8e257ce6' class='xr-index-data-in' type='checkbox'/><label for='index-ae74bee8-37af-4304-ae5c-5ecc8e257ce6' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ddbaf001-3992-4c03-814a-687301c562e3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ddbaf001-3992-4c03-814a-687301c562e3' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 45MB\n",
+       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
+       "    annual_poa         (latitude, longitude) float64 256B ..."
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
    "source": [
     "# geospatial scenarion with downsample factor 80\n",
     "# this fails to capture a lot of information still, it is only 23 points\n",
@@ -82,27 +497,68 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "id": "da92f0ce-9120-405b-bbbb-38741721c3b5",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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8ki996Uvk5uaO93BMxplxEdBNTU2Ew2GefPJJNE1j+vTprF27ltmzZ4/HcFKaAwcOALB48eKYl1mxYgXvvPMOe/fujbZfNkktFEWJCtz8/Pwh5zMMY4Co7uzsZOvWrQDouo7f78fv9xMKhQZdh81m6yeoXS4XDoej33NTeA+OoijRFtuKojB9+nSqq6vHeVQmJibjwcmTJ3G73Sklnt955x3+4z/+g+3bt1NXV8fzzz/P9ddfH9c6pJT89Kc/5cEHH6SyspKcnBy+9KUv8e1vfzs5g54kjLmADgQCdHd3c9VVV+H1etm7dy8VFRVUVFRgs9m48847J2wXtMvVmwZMe1U8M6p1VlVVoaoqU6ZMiXmZCy64gI0bN7J582ZTQE9wNE0jMzOTzMzMftO3bdtGZmYmn//856PTDMOIiunBHj6fj0AggN/vp7W1FZ/PF5fwHu5hs9mwWq1YLJbow2q1oqoqiqIk8yNKOn2NiqZPn84777yDEMK8u2NicpaRisczr9fL0qVL+cxnPsNHPvKREa3jq1/9Kn//+9/5yU9+wuLFi2ltbaW1tTXBI518jLmArq2tBWDmzJnk5ORwySWXEAgE2LhxI++99x6/+tWv+OIXv0h2dvZYDy0p9BXVIxHTbW1tZGRkxLWMxWLpFzkzmXwYhoHL5eo3TdM0PB4PHo8n7nUFAoGooB7u0dbWFv1/MBg847oVReknqnuF9XDPY51vsOUURYlGzvue6Ab7f6yvny6gQ6EQjY2NTJ06Na7P2cTEZGKjqiqGYYz3MPqxYcMGNmzYMOTrwWCQb3/72/zhD3+gvb2dRYsW8aMf/SiaEnrw4EEeeOAB9u3bF02pLS0tHYuhT3jGXEDX1NTgcDj6RVQdDgeXX34506ZN4+mnn+aBBx7gxhtvnHT50fFGqH0+H+FwmKKiori209LSghCCGTNmxD1Gk9RHCIGUMm6hPBSapuF2u3G73XEt1yu8e6PYuq4TDofRdb3f4/Rpg83j9/vPON94MWfOnOj/CwoKUFWV6upqU0CbmJxlaJqGEGK8hxEXX/7ylzlw4ABPPvkkhYWFPP/881x11VXs3buX2bNn8+KLL1JWVsZLL73EVVddhZSSyy67jB//+MeTJpCZLMYlAj1t2rRBb4PMnz+fm266iWeffZYnn3yS0tJSbrnlFmw221gPc8wYLkK9b98+gLgvJMrLywHME/wkpaurC4C0tLRxHcdIhfdIkFJiGMawgvzVV1+lvr6em2++ORo17hs9Huz/Z3odYNq0adH/W61WCgoKqK6uZvXq1Yl/oyYmJimLqqoTSkBXVVXxyCOPUFVVRWFhIQBf//rXefnll3nkkUf44Q9/SHl5OZWVlTzzzDM8/vjjGIbB//f//X/ceOONvPHGG+P8DlKbMRXQUkpqamo455xzhpxnwYIFlJSU8MQTT3DixAkefPBBvvzlL4/hKEfGYNHl0a7jjt9eD8C8efPiWs/ixYv529/+xnvvvcfKlStHPS6T1KKlpQUg7tSeiUzfVBCHwzHoPGVlZdTX1wOR40iymDZtGgcPHiQcDmO1WpO2HROTycItm/9hwLQnz3twHEYyOjRNS7kUjuHYu3cvhmH0u4sGkbSO3iwAIQTBYJDHH388Ot/DDz/MypUrOXz48KTLBEgkYyqgW1tb8fv9/SI6g+Fyufjc5z4XvXIKhUKTOgo9FPt3HES1Kmyw3RqdFksetcPhYM6cORw+fJiqqiozlWOS0VvccXph4dnOhRdeyObNm3nzzTeZP39+0razePFiduzYwcMPP8zHPvYxsrKykrYtE5OJxmBieaj5JpqI7o1ASylTrphwMLq7u9E0je3btw9wVepNASwoKMBisfQT2b3Hz6qqKlNAD8OYlpHX1NQAxJzTu2rVKoCoZdfZhs1jwd/U3yHhcvWmfo+huPbaa1EUhd/+9rc0NjYme6gmY0hHRwdAXM4sZwM2m428vLxohD5ZFBUV8dnPfpZQKMRDDz3EsWPHzIJdk7OaWzb/Q/QxmekVoRNlf1++fDmGYdDY2MisWbP6PXpTPNetW4eu6xw/fjy63JEjRwAoLi4el3FPFMY0Al1TU0NOTg5OpzOm+RcuXMjzzz/P3r17Of/885M8upGTiPSN00mb5kRRFdoruuPe9qviGTweDzfffDNPP/00v/rVr/jsZz8bzYEymdh0dnYCmAUeQzAWkaH8/HzuvPNOnnvuOX7/+9+jaRppaWlkZGSQnp5OWloa6enpZGRkkJ+fT2Zm5oSIWJmYnInJLpKHo9e60jCMlLGx7O7u5tixY9HnJ06cYNeuXWRnZzNnzhw+8YlPcNttt/HTn/6U5cuX09TUxOuvv86SJUu45ppruOyyy1ixYgWf+cxn+PnPf44QgrvuuovLL798QOqHSX/GXECfKX2jL6qqomnauFbgjxc5CyP5rU172+Ne9nL1JrTMDIIrZ/GbBz/Fb3/7W55++mnuvvvuxA7SZFzo7o5cVFks49IHKaXxer1jlu7ldDq59dZbOX78OG1tbXR0dEQb3dTU1NDZ2RnNl3Q4HBQWFlJQUEBhYSGFhYVkZGSYotok5TmbBfPp9IrmVCok/OCDD/p1Rv3a174GwO23386jjz7KI488wg9+8AP+6Z/+idraWnJyclizZg3XXnstEHlPL774Il/5yldYv349brebDRs28NOf/nRc3s9EYszOwKFQiIaGhmhaRqzL6LpOXl5eEkeWmmQUuxGGxN88eJOLM5I7BanApz//FIvmghAdXPeRH9LVHTkAvPX3f0ngaE3GEp/PZ3YJHAKv1zum7jOqqg7ZQVVKSXd3N/X19Zw8eZK6ujr27NnDpk2bgIgA7yuqZ8yYMSaOJiYmQ2GK5eHpPe6mUiHhRRddNGxKidVq5b777uO+++4bcp7CwkKeffbZhIzngQce4IEHHqCiogKIZBJ897vfHdar+plnnuE73/kOFRUVzJ49mx/96EdcffXV0dellNxzzz089NBDtLe3s27dOh544IFx7149ZgK6vLwcKWVcBW29TVfi9UGeDDiybYQ6wyNfge2UO8CRcgs5U8LMKdPZvicSnbvoin8fsIgpqicGfr/fjD4PgZQyZdxJFEUhLS2NtLS0fgf67u5uTp48GRXVu3bt4t1330XTNBYtWsQ555xjpluZJJVUEcoTrZAwFSPQqca0adP493//d2bPno2Ukscee4wPf/jD7Ny5k4ULFw6Y/7333uPWW2/l/vvv59prr+WJJ57g+uuvZ8eOHSxatAiAH//4x/zXf/0Xjz32GKWlpXznO9/hyiuv5MCBA0O6Mo0FY3YW3rp1K9OmTYurh7zdbgc461I4VJuKZlNpO9Y1whVohLNO5ZmHwirdXoU0j0RFIIaoHT1dVJuCOjU5W11pYiXVjxcej4c5c+b0yy/s7Oxk3759bN26ld27dzNt2jTOOeccFixYENfdhq6uLlpbWykoKDB/Iyb9WP/aNyh0d4z3MCY0pnA+M9ddd12/5//v//0/HnjgAbZs2TKogP7FL37BVVddxTe+8Q0Avv/97/Pqq6/y3//93/zf//0fUkp+/vOf82//9m98+MMfBuDxxx8nPz+fP/3pT9xyyy3Jf1NDMCYCurGxkRMnTsTdpz09PR2A3bt3s3z58pSJLPUlGQWEuYvSURSFlsMjE9CqzYrQ+udWVtVqLJyrM61IUFUbW/HDYFFqMIX1eBMOhxPWhXCyoShKygvowUhPT2ft2rWsWbOGI0eOsHXrVp577jn+/ve/s2rVKlauXDnody6lpK6ujsOHD3P06FHq6uqASKSssLCQ4uJiSkpKmD59ejQgYTK5Wf6Xbw863WlNjaK3iUxdXR0ul2tCp1oFAgFCofhSQwez7bPb7Wc8phiGwTPPPIPX6+W8884bdJ7NmzdH87Z7ufLKK/nTn/4ERIoi6+vrueyyy6KvZ2RkcO6557J58+bJL6C3bt2Kx+OJu7mBx+Nh7ty5HD58mJ///OfMmDGDJUuWsHTpUgKBAM3NzbS2ttLe3o7NZiMrK4uioqIJ74+bPTsdKSWtB0cWLVDS0jBOO1g2NivMnw2F+QZVtaP72k1hPb4YhhGzk83ZhqIocZ8cUglVVZk3bx7z5s2jsbGRrVu3smnTJt55551oekdubi7l5eUcOXKEo0eP0t3djcPhYNasWaxZs4bc3FxqamqorKxk165dbNq0CUVRKCgoiArqGTNmjOutT5PRM5RQHoqQoRESGjY1dfJ3Jxo1NTVMnz59whb/BgIBSos91DfG9xvweDzR4vVe7rnnHu69995B59+7dy/nnXcegUAAj8fD888/P6T+q6+vJz8/v9+0/Pz8aFOs3r/DzTNeJF1ABwIB9uzZw7p160ZU+HTLLbdQW1vLc889R1VVFVVVVbz00kvDLpOTk8M111xDSUnJCEc9vrgLHBhBgRhpIC0nc5CJKu2dClkZEotFoOuJj0aYKSDJp9fE34xAD46qqoTDo6gdSCHy8vK49tprufTSS9m5cyfbtm1jz549KIqClJKcnBwWL17MnDlzmD59er/ja0FBAatXr0ZKSUtLC5WVlVRWVrJv3z42b96MoihMnTqV4uJiiouLmTlzptlVMcWJVzCfjpQKQk5M4ZcKCCGora3lggsuGO+hjJhQKER9o8GJ7cWkp8WmATq7BKUrK6muro5mBQDDRp/nzp3Lrl276Ojo4I9//CO33347b7/9dlI7xI4HSRfQO3fuxDCMUbWULioq4itf+Qq6rrN7925OnDiBy+UiIyODrKwssrKyCIfDtLS0sG/fPsrLy3nsscfIysripptuoqCgIIHvKPnY06x0n/SPeHlpH/xEWFFlIXtJmNIZBkfLk387z4xUJ56urkhaT1pa2jiPJDXRNI1gMDjew0goTqczmt5x9OhROjs7mTlzZkw+4IqikJOTQ05ODitXrkRKSVtbGxUVFVRWVrJlyxa2bNnCggULuOmmxKejmcTHaEXycAgJ3rAdh5ZaKU4TpZCwsbGRUCjE9OnTx3soo8btiTxiwegx+EhPT+8noIfDZrMxa9YsAFauXMm2bdv4xS9+wa9+9asB806dOpWGhoZ+0xoaGqJuSr1/Gxoa+mm5hoYGli1bFtubSBJJFdBCCLZt28aiRYsSEjGzWCysXLlySDE+Y8YMli9fjs/n48UXX+Tw4cM89NBDXHzxxeTk5CCE4Pjx45w8eRJFUVi2bBkrV64c0tEgEAiwdetWAoEAl1xyyYD5kpH/7C5woKgKHRXeES2vWG3oaYNfGXZ0qYTCUDRVUNcg6PaOT06c6QAycpqbmwGzjfdQ9KYvdHd3T7oovaqqo26rqygK2dnZ+P1+du3aBUQ+swsvvDABIzSJl2QK5sHQpZkHPVKqq6ujtQUTHYFEEFs3xVjnG3YdQgwZ2DjvvPN4/fXX+/WpePXVV6M506WlpUydOpXXX389Kpg7Ozt5//33+eIXvzjqsY2GpAroo0eP0tbWxkc/+tFkbmYALpeLj33sY9TV1fGb3/yGN954o9/rqqoipeTll1/m5ZdfZsqUKSxYsABd12lsbKS9vR2v10sgEIgus3XrVtasWUNaWhr19fU0Nzez6qtzCHXqtB3vomFnG6Gu0V/Z5/Y2UNk3svxn1e0kPEyxyM69Vs5ZHmbF4jCbtloxRGocUM1odWy0tbUBpoAeissvv5xHHnmE1157jeuvv368h5NydHR08Prrr7N3717y8vL45Cc/ycyZM8d7WJOauff9DIBAgU52Ufu4jsUXtiKcCmoCRNHZRk1NDVOnTp0UqU4CQax+IrHPGeFf//Vf2bBhAzNmzKCrq4snnniCt956i1deeQWA2267jaKiIu6//34AvvrVr3LhhRfy05/+lGuuuYYnn3ySDz74gAcfjNyVUBSFu+++mx/84AfMnj07amNXWFg47sf4pArorVu3UlRUNG4+zgUFBXzjG9/g6NGjBINBhBDMnj2bjIwMhBDs2rWL7du3U19fz8aNG6PLWa1WnE4n06dPZ8WKFQQCAV555ZVoAwSIfKkWh4Y93Ur6DBczLspDhCX+liDtx7up39VGoCX+YibNFhG0Ye/IxLiSmcFwQQafX+XgUY35sw3Wrg7T3qnQ2KzS0KTCEPZ248lQwrqXs01gt7e3A2Yb76GYMWMGLpeLAwcOjPvBNZUIBoNs2rSJzZs3Y7fbue6661i2bFnKtCOe6PSK5OFQwuOff9ybB60qqSWgUz2NQ0pJdXX1uDfuSBSGlBjDNF85fd54aGxs5LbbbqOuro6MjAyWLFnCK6+8wuWXXw5AVVVVv+PO2rVreeKJJ/i3f/s3vvWtbzF79mz+9Kc/RT2gAb75zW/i9Xr5h3/4B9rb2zn//PN5+eWXx70QWpHDtbAZBU1NTfzv//4vN9xwA0uWLEnGJhKGEIKqqirS0tLIysoa9KQihGD//v3YbDaKi4u5zvWp6GsZpW7ylmSSPsOFPcOG2mMhJ3SBvy1ER4WXpt3tdNWeOa85Z1EG8z46nSN/rqFxV3vc70VbMIdA4ZnzY4unhZleKLBYQFHAH4At2yeHzdVkFtXPPfcce/fu5dvf/rbZTGUIXn/9dd59911uuummSVe0Ei+9gYI33niDYDDIeeedx7p160xLu1EQi1gejHCaIG12O6o6vl7C09M7cFlSz6kmVQW0EIIXX3yRXbt28alPfYqysrLxHtKI6ezsJCMjg8pDhXEVERbPO0lHR0fMOdBnC0k7A2/duhW32z2ocXaqoarqGR07VFVl8eLFg77WccJLx4lTOcvuAgd5S7PILHXjzLbhznVQuHoKUkgC7WE6q7007W2n/fjAPGdvQ0Rku/JGdoIz0mO7IqussVJZAwV5OvNmG3R1j390JFFcdMW/o0jQfDrKINeHr773nXEYVWLweiO/GVM8D80FF1zApk2b2Lhx41ktoKuqqvjLX/5CY2Mjixcv5tJLL01JL/1UY6QCeQAKSAWkRWI4JFIjEv1NzNpHTEhouMZ5DBMFXdd5/vnnOXjwIDfccMOEFs99EUiMMcyBnqwk5SwcCATYvXs3a9euHZF13UTHWxfgRE9DA4i05c5flknWzDScOTbylmSSvzQLKSShbp2uGh/NBzpoPthJ3uJMAFoPxd9ERbHbMazxfN6CWaUGhoCDhyeXIFOEHFQ8A1y+9vsDpk0UUe3z+c7KfSoebDYbBQUFnDx5El3Xz8qLjQMHDvDss89SWFjIZz/7WaZNm5bU7Qkh2LNnDyUlJRMmPz9hQnkIAgVhnFP8qKrEY00da0Vf2EambeQuT2cL4XCYp556ioqKCm6++WbmzZs33kNKGGNdRDhZScqZZdeuXaO2rptMBFpDVL7RSOUbjQDYPBbylmWSNTsNd56DKfPTyVmQgZQSKUAYks4qX9zbUV0uQvbY4xuzSg0sFjh6QhuyvfeEJc59fjBRfTqpILL9fv9ZKQjjZf78+Zw8eZLq6mpKS0vHezhjyo4dO3jppZdYuHAh119/fdIvuJqamvjzn/9MbW0tH/rQh1i+fHlStxcLyRbHMSEUnPbUS5XQhYog9QoJUyUPWkrJ0aNH+dOf/kQwGOQTn/jEpIk895LMHOiziYSfiaWUbNu2jQULFkxar9rR2teFunVq3m2m5t2IJZlqU8lbmsmUuelklLhQVAWLS0P3xdkxKjeewjJB0VRBKAQ1JyefIBsq+jwaYhHZkFyhHQqFsNlsSVv/ZKE3JauiouKsEtCbNm3itddeY9WqVVx99dVJ7ZgmhOC9997jrbfeQohIXm+v92sySQlxHAOWztS8UxQytJQsJEwF6uvr+dvf/kZVVRVWqxUhRNSHeDIheh6xzmsyOAlXTseOHaO1tZUbbrgh0auetIiQoH5bK/XbWkmb7mTJp8uYe8M09v++Mr4VWWP/OmeWGKgqlFel5kF+tCj6+J0chhPaoxXX4XB40vkbJ4Ner9a6PqlUkxkpJa+//jqbNm3iggsu4OKLL06qeO6NOp88eZLzzjuPxsZGAoFAwoImE0UkD4sEIdRxLxo8HSkVQoYFSwoWEo43L730Ej6fj49//OMAPPHEE2zatCnqIDFZMOLIgY51vrORhAvo999/n8LCwnGzrpvodFX78TUGyZzpwZZuIdQZm52dYrEQzo61NCQSfQ6Hoa5h8kWfU5lYo9gwuNg2DAOXyywBOhOqqqJpGp2dneM9lKQjhOCvf/0r27dv54orrog2IEjWtnqjzpmZmXzmM58hPz+fH//4x1x00UVDLjcpBHGcWAIKvoANjytw5pnHECEhYFhS0oljvAmFQsyZMydqV2exWNi3b9/kE9DyVIfBWOY1GZyEqqfm5maOHz/O9ddfn9Tox2Tn8PPVLP/8LJZ8uowPfnEkpmVUjxvdEttnnpMt0TSorJlkec89KJLIWWKCM1BsC9ZdAR9sqeT3D0ZeS4W87FTFZrPh88VfSzCRMAyD559/ngMHDvDhD384qa1tT486X3TRRVitVg4dOoSu63z1tc10vbY1ads3SRxBIzUDJ+OdBy2E6GdjW1xczPHjxyddZ1MzhSMxJHQv2rZt24SxrktlfA1Bajc3U3ReDks/W8buh8vPuIzidCK0+C5agsFJepEjk5MDPd5YbBHP7lCfwNFwEW1h12hY6UQOspfv//f/LwkjTC00TYvm5k5GdF3n6aefpry8PCEuAUNFiRUk8wixhCDdqGzBye/f2wfv7QNgDX6yUelicqaDjRgJ4aCFVPSMCxnmd3U6nZ2dBAKBfnetLrjgAo4fP84777zD1VdfPY6jSywCBYPYzv8ixvnORhImoIPBILt27eLcc8+d1C4Boy0gjJWKVxvILPXgKXTGNL/MjD33sDc4azYhm1jYeyy+9RjvvIY9liG7Ui78l8TeUk9FQa4oCoYRZyHuBEHXdZ566ikOHz3G5nYnf/zlX4G/Djl/MEtBjKADsRvBefjJxeAgNvZi73fiVZAUEeYoZmHrYMhuC2SN9ygGYgiVkNCwqZNz/4iFQCBAZWUl5eXllJeX09wcKepvbW2NzlNcXIzVauXgwYOTS0DL2G/SToKbuUkjYUp3165d6LrOqlWrErXKs55Qt447lgJgRUF4Ym9pKUTkBKhO0iCEakzOqGNv87hQMLb5dYc6Zt3ZEynIEyXGrVYrgUBq5Z8uu+s/R70OFcm5GX5ybQab2500hZMRsJCUEmYVAYIovIaLpkFOF3kY2IFqRqDOR40kE0E+On5UqsZlDEMjVUBLTfVhCBUhz67IomEY1NTURAVzbW0tUkqysrIoLS3loosu4o9//OOAAGBZWRmHDx+mvb19wnicnwkjjgh0rPOdjSTkyNtrXTd//nyz1WMC8Ux1xORnrDqdhNJiiwBlZRgsmhcpTDRiq080SRGscQroiUqixPgltm6yVcHSL/9s0qT0jFg8x/H27QjOIcB0dMqx8gEO9CFOollEIpgX46MJjSY0mtFoRUv4rV+lj2DOwyAXHTuncjS9KLQkr7luLAMklC4QbgPNo6MokixPajYsERJ8ug2HlnongUTlQUspaWxspLy8nBMnTlBRUUE4HMbpdFJaWsqyZcsoKysjK+vULYJnn312gG/6+vXrOXz4MO+88w4f+tCHRj2uVMAU0IkhIUeb48eP09LSMml+XEMxVukbAEs/V4bVY6F2U9MZ51VssUdeZpfpaBqUV2jUNU7SVJvJGYCm1/55sgvoRBFEmVSH/tFEnrUQiBiusQsJcy4BFGAjzjNGlg9jox2NXHRyMVhCEAugAw1Y2IF9xLnRCpIsBHno5PcIZlvPupvROIydxh6xfile1hDgZdzjesKXOSGys7rHbfvxEBaT7xZkR0dHVDCXl5fj9XrRNI3i4mIuvPBCysrKmDp16pAmB1LKARHowsJC7HY7hw4dmjQaR0gl5jsQZ9udinhIiILaunUrBQUFTJ8+PRGrO+uZdn4OaUUumg92UPF64xnnV7Kzhsx1PR27DQJBqKzt+9X3Ks7JkRStTNIUDkuPAAqaAjom/FJFUQxsCMITXEqfSTwrSHJtBjlWg+qAha7Ti8TOEIHWkKwgwGzC1GLhfRwEYjgeSBTqsVDfcyrpFb256MwhxNV42Yudg9iQMX4Hak/6yEKCeJBRwXwIOw1otAwS3d6Mk6vwspQgO4iks2VhsB4fr+CO6b2MGgmIifM7C+iWlOxIGA9+v58dO3bQ1tZGRUUFLS0tQET09kaYp0+fjtUae5Cpo6NjwLRZs2axf/9+mpubycnJSdj4xwszAp0YRi2gW1paOHr0KB/+8IdN67oEYPVYKL44n7BP59DT1TEtIx2xFvAINA3aO099T5oqWLs6HGmqUqlRPQm7Ek4WrFaQMvYiwmD65LggGimthgoWmOEMc9w3cYvchhbPkkyLYLojzDS7jkOT6BJmukLs7bJTEbDCGU9+EbG6lCA2JFtxcIxYlhtqbQqtPVHhY9hYTJAlBCkmzPs4aR0mGq0hmUmY+QRxIanCwmZsgwrm0+lEYzd2VhJERRJAZQmRK80Z6HSj0IhlyFSURCHDE2efM8TEGWsvvYV/vSkZDQ0NANjtdhYtWsQll1xCSUnJiL3yZ82axbFjx9i0aRPr1q2LTl+/fj379+/n7bff5qMf/WhC3svp+Hy+MfP4N1AxYryoPHvLTM/MqNXStm3bcLlcLFq0KBHjOetZ9MkSUODAU1WxLaAo6Fmx7XQZaREbtK7u3pOIYNWyMJoGhoh0JzxZr07IA2svigBlkpYNnwqixHjgi72udFJSIayslkFyrTrHJ7BLRLEzTJ7N4L0e8exSI6J5uiNMmkUSMBRqghaqA1a6dJVFniDL04Pk2wx2dDkID3ELNg+dFQTIRlCFhZ048CYwUmugsAsHlVg5Fz9X4OUwNvac5uRhQTKLEPMJYUdSiZX92OiMM/XjMDYyEORjYONUbu8qIoWkIeBV3HQk0W5P69BggnR+NoSKT7fhsaTuLa1AIEBVVRUVFRVUVFREO4tmZGRQUlLCmjVreOmll0hLS+Paa68d9fZuvfVWfvzjH7Nx48Z+AjovLw+n08mxY8dGvY3B6Ojo4He/+x133XVXUtZ/OjKOFA5ppnAMyagEtNfrZdeuXaxevXpSW9fB2OQ/56/IxJ3voPlAB11VsTWA0NLSCNpjOyH4A5EI5vQiQSikU1ZiYLVAbZ1KU6vKsoU6JTMMjldMYAE9SYrFBkOzRL4/k1iJ/I7jtEdPOTQi3cA8FsF8j5cpVoEu4GTQwp5uK00hrV96xO5uB40hjRXpAS7J9vJBp4OGPrnMHgTLe4oEW1B5dQiHjUTRhsYruJlHiMUEmd4nGj2bEPMIYUNSjpUD2OkesYhX2Epf20+JSuTz67Xjuxwv7+CiMVnvdwKJjYiVWWqNV9UVnG02vvLY11kSmktdXR1SStLS0igtLWX16tWUlJSQmZkZveP99ttvJ6zjqKqqZGVl0dQ0sPZozpw57N69m7q6OgoKChKyPYDa2lqeeuqpAcWLycRM4UgMIz6KSCl58cUX0TSNNWvWJHJMZycqlF1ViBESHHo2ttQNAKxDe/2eTiiscvCoxvzZBnNnGQgB5ZUqlTWRk6th6OROERyviH/4KcMkFpimgI4fCRM2x9OGYJ4nxAxHGKsKSzxBGkMa2zoc1AUtw57Y6kJWXm/VWJUe4IJMPwdDBkewsoAQMwkTQOE9nFRgYaTpGvEgUTiInRosnEOAS/ERJnKJc7xHOPsSnqesRDuutaPxKm4uwMfF+NiCk8pE2N4pIDSJ6HHIMdIMdEPDok2MG9/dITvp1vG1enR0WklrcOJqtePstKJIhbDdYMqcKaxYsYLS0lKysrKGTBHNysqivb09IWMJBAK0tLT060bYy/r169m9ezcbN27k5ptvHvW2pJR88MEHvPzyyxQWFiZknbFiSBUjRuFgtvIemhEL6F27dnH48GE+9rGP4Xa7Ezmms5I5Hy5Cs6oc/XNNfC4SOdlxbaehyYLVCm6n5OhxDdHnpBUOg2WCF2Yr+uQsIISIgJ7EjfWSggRi7HCfUjhUwVVTvCgK6BJqAxZ2ddkJxXq1DASEyrvtTua4Qsx3h1jAqeT5TThpHgfLty40XsdFKWE8CI5hwz9Gxcs6Cm/j4hwCrMOPE8EhbIzmAiJQEMY5xY/HHmNhQoox3hHo9DonhfuyMKwCb3aQjkIvvuwQIZfOD9Z+JKZ12HsN8keJEIKHHnqIcDjM9ddfP+D17Oxs3G43x48fH/W2wuEwL730Env27GH16tVceeWVYxqBFij9zv3Dz2sq6KEY0RG0ra2Nl19+mWXLlo26fexEINnpG/ZMK7mLM/G3BmnY1R77goqC8MR/8KgZolDQEH3zbE1SDVUFGWNgy3BYMBwTUDkmmLBUcKgT7wRgQaIoUO63srtrNMnsCkd8drxC5Zz0AC2oZCNYSYBX8CRsvPGO6cQ45aQLFLbgwIfCCoK4kezAHrNDyMAVKjgnqHiGiBPHeHUkzKx2M/VgBh2FPuoWtA8o7YjVD7q38K6lpYUpU6aMaCzd3d089thjtLa2smLFCpYuXTrofPPmzWP79u1UV1eP2HWspaWFp59+mra2Nm644QaWLFkyovWMBjOFIzHEfekvhOBPf/oTLpeLq666KhljOutY9MkSAA4+GWPhYA+KxYqelpirbwDDUJjoRiqTtYAQIp0jY+1MLSwKYnKXJcSETyrYJqCADvTYoSUqZacmZOMPIp1X8NDWI6LVyWqYfgY0IrZ4najMJcRcRi6AFWNiHzDjKSZL3EZhSrmHgoOZtM7wUrewfVQOqr3djzdt2jSi5Ts6OvjZz35Gc3MzixYt4rrrrhty3vXr1wOwcePGEW3r0KFDPPTQQ+i6zmc/+9lxEc9wKoUj1ofJ4MR9in3vvfeoqqrijjvuSNitk7MVq8fCsjtnYk+30rCrDV9TfNXQqtOBVBN38DMMJrSAViSTOgdaVWIX0CYROoVKliqwq4LgBHKX0YmI52SI//3YuQA/N9GNF4VmNKqxUocW823d1EASW/qFJANBATqFPQ1fNKAbhSNYR9WG3NKpTqic59MRErxh+5h2JMw9lk7OiTSaZnbSXNY16hT8goICbDYbR48eHdHyR44cQQjBlVdeecZ6rvT0dNLS0qioqIhrG0II3njjDTZt2sS8efP48Ic/jMMxfjZJkRSOGBupmBHoIYnraFlfX8+bb77J2rVrKS4uTtaYzgoyStys/uocbGkWqt5p5Oifa+Neh5KRHnMBYSyEwpEdJSPt7IxMpTqKYrZfj5djug1FgXmuiXabPbJjW5XEC+hqrOzFRjcqLiSl6FyIn4/RzUfp5DK6WUQATwo6wCpIZhDmarq5hS4+QhfX0M3leLkQH2vws4IAiwgyhyDn4OfDdHMNXpYQRKCwEzsv4uYFPHyAM6HWfRMRfQwjjJ5GBzkn0miY00HzzNGL515mzJhBd3c33d3xd4HsFbKxCtqFCxcSDocpLy+PaX6v18vvfvc73nvvPS677DJuvvnmcRXPAKLHBzqWR7wX1ffffz+rV68mLS2NvLw8rr/+eg4fPjzsMhdddBGKogx4XHPNNdF57rjjjgGvj3cWRMwRaF3Xef7558nNzeXiiy9O5phSimTkPzuybSz6VAlSSg78oYq2o10jWo+Rk5HQcR07oZGbI1i8IMy771uZaJ0JFUNOahs7FNBNAR0XrcJCWECRI8zu7olljC1JjoAG2IuDvT3/dyAoJkwBek8XQUEeIZYQQgfq0diLnbZxKDrsJSKcdRYRJAPBSTSO4sCGjD7sSDyI6P9tSLpRqcbKSSw0oSUln1M31AkbgQbwha0IZ/I7EqphhYIDmXTl+mktTmy78/POO49jx47x5ptvDpuCMRi9wcDa2lqWLVt2xvkvuOACtmzZwrvvvktZWdmw89bU1PD0008jhOC2226jpKQkrrEli/hcOOL7Xbz99tvcddddrF69Gl3X+da3vsUVV1zBgQMHhjSceO655wiFTgU5WlpaWLp0KTfd1F9/XXXVVTzyyCPR5+OdBRHzEfGNN96gpaWFO++8c9J7PiebJZ8pAwV2/7ocb93ILYSkNbECNxRWOV6hMbvUYFapwbETE0tAT25ExJEhHNvcwSxzH+2lIWShyK5jU0RcLhbjjSSBHtaSiLvPIG8/gMph7Bym92QUEdHFhClCpwiDInyEgBos7I6xzXciGCicLWzBQcswpy5LjxBMRtdB3Skx3AIlMwQKWG06duvEvqrtzYNWk3Sx1svUQ5koQqF+fnvMkedYCwnLyspwu93s2rWLyy+/PK4Ib3p6OoqiUF9fH9P8LpeLjIwMqqqGr1mSUvL000+Tnp7OzTffTHp6esxjSjYijshyvC4cL7/8cr/njz76KHl5eWzfvj2aQ3462dn93cSefPJJXC7XAAFtt9uZOjV1OhXFfJbdvHkzl19+Ofn5+ckcz6Rn4SdLsLo0Kl9vGJV4Vt1uQp7EV7LXnLQwq8TAYZ94kdzJbGFn6zkfWG2QMUUQ9EHAD0PdJTDsyljY+04ITvhtTHPozHSGOeibOHUbQoIlQaJGkRLVUDBiOuKrNKHShIUPACeCJQSYhk4ZOmV0EyLyy1M59TMTwAt4EiKuRyKce7kEHzkYdKLSihptLd6KNmpRLRySrJK2Ua0j1TCESsiwYLEkL83J0+ggo85F7aJWdEdyjtPXXXcdTz75JC+//PKgNnTDoSgKMo5I65IlS9i4cSOHDh0a0omstraWrq4uPvrRj6aUeAYwpIIRY/Fo73ynN6ux2+0xRYA7OjqAgSJ5OB5++GFuueWWARHrt956i7y8PLKysrjkkkv4wQ9+MGLnlUQQs4AuLi4+KxumKFYb0jBAjP4WnWOKjcwyN13Vfmo2NY9yXJakCiQhJp76mswOHK6e40h2buQBvQ4NAikj/tDCiBQZGmHwW/34rAoBqeKXCj6p4BUq3aiEJ1hqzmhp0i1ICbk2fcIIaBWBRQE9BXZDPyrv4+J9IAudxQTJRhAEwiiEidz+z0OwgCA7+nUDjB0LkgJ0inqK/RzIuIRzBEkGBpVYCKCSjcE0gtGl+4rqBiy0xdnWW5m4mRpDIiSEhIYrSevXQmo0daOzwJ+krcDs2bMBCAbjb00uhIirn8XatWvZuHEjmzdvHlJAHzlyBKfTOWK7u2TSm98c27yR8+rp7+Oee+7h3nvvHXZZIQR3330369atY9GiRTFtb+vWrezbt4+HH3643/SrrrqKj3zkI5SWlnL8+HG+9a1vsWHDBjZv3jymHtp9iVlAX3/99YN255nsqG4nCBm5OjUMZFgfsaCeujzSTan8lbrRDyx3SpK6xkZSBSaxFp2QuNIifyuORESy3Q5WB9isYOl5aJZIhNruAHfPmX4wVxUpT93RjzwUDBm55a3LiCjSJYRQCEmVkFQISAgREeMBqRKgt1HyxCBWv4ZUYIpF57xMP4oC/hSzSWvDwjtDnDZuppNSwpzAGnO+tBvBNMIUopPX447RjspxrFRhjVvg2pFYgUqs1PS4ayhI0hFkY5Dd8zciqoNUY2EXdrpi3I5iKAihoqqT626XX7eSaUuOuM0/nBFJ3VjQPqKdMNY0jt4CwnijvT6fD4C0tLSYl3E4HGRnZ1NTU4MQYlBtdPjwYWbPnp2SuklIFRFjOpvoicxXV1f3+2xjiT7fdddd7Nu3j3fffTfmsT388MMsXryYc845p9/0W265Jfr/xYsXs2TJEmbOnMlbb73FpZdeGvP6E0nMAjozMzOJw0hNrsr+XOQ/qoKCApqKYosclKUhIoLaMJChUEyGrRnFbqSUBNpHeatMURCekUV5JiuKmNwRaHda5Cd2shJEDHZsHbNceAvBBbhVgRuBUxW4FIkdgV2R2BTQkGhKpFjNjkTtk/lxJkvD3p+84JQgN3rEuNHTRrlXmBuALpUeka6gE2lyEup5PYRCWCiEUAkSsXGDyAHKSiQ6aUGiqZH/az3TNCXyf41IuoMGqIqMvC8iKQYWS6RNhpLyHoeCFWlBZjh0JLCz00ZFYGJEzAEqsDATnQ340IHt2DnO0ONfSoCFhDCABjR24qAWy6hcMTw93tbdfdYhUehAowONEz3TelNElhLgGrwcxco+7ATPsG3NrxAMWyZ085TBCBsagsQXEvZL3bAn96KjuTlyVzcjI77i+pMnT45ouaVLl/Lmm2+yf/9+Fi9e3O+1trY2Ghsbh8z5HW9GEoFOT0+P6+Lky1/+Mi+99BLvvPMO06ZNi2kZr9fLk08+yfe+970zzltWVkZOTg7Hjh1LfQFt0h9FUyOCGivY7TFFqOt3tjKrqIjVd89lz8PleBtGmAOtqBjuZLUMVDEMyJsi6OzSOVnfm+mYaARpHvB2M8G8Z8cHpxOQsYlnqSqE0iKS0Qf4hEoTxNcinkgagQNwKhHB7VAENugR3wIrEqvSI26VXkELNkWi9vR2U05LxR5Ln/HoNa0W2W4CLdMTjkc1OD/Lj1OTdOsKG9tdBCaQbzXAVlwcxGAOIWYSZhVBTmAddP92I5hPiAPY2Ic9YQV/aT0n++4zHFMkCpVYqcbCXEIsJEgpYfZj5zC2s877NmRoCS8kHKvUjV56g3wHDhxg7dq1MS+3detWgCG7Dw7FmjVrePPNN9myZcsAAX3kyBFUVWXWrFlxrXOsiAQ3YvWBjg8pJV/5yld4/vnneeuttygtLY152WeeeYZgMMgnP/nJM85bU1NDS0sLBQUFcY4wcZgCOhGcHqHum/LRI6oRBg072gl7DeZ/bAazritk969j85E8Hc3jxkiwA0dfKqs1SmYYzJ1pUFZsJMXSbt5sg4K8SP6ulBDWIRhU8PoVOrsU2jtUfMMUyZ3OpLavI1JEGHMTFUXBsI1eAAjUiACXasIa1KgI7IANgVUlakFmVSQWJXL73aJEos2S3pazPUUvg/wN97Sk1SXoMhJZ0YEwPSkmAiw+wQ053XTo45Mnd2YEF2f70BQ47LVywJscuz1lDLIOutDYjpNmNNYRYBVBtg6SE72YIEEU9mJPqLWcB0EAJWZBLlA4iJ1yrCwiyFKCzCHELhxUYuH0nANFQsBnm3QRaCkVfLqNdOvIC9tPJ//Q6FI34iU7O5vp06dTXV1NbW0tRUVFMS1XW1uLy+WKO/XDZrPhdrujRXJ9OXLkCKWlpeNuszYU8blwxHfuv+uuu3jiiSf485//TFpaWtTdJCMjA6czciy47bbbKCoq4v777++37MMPP8z1118/oDCwu7ub++67j49+9KNMnTqV48eP881vfpNZs2Zx5ZVXxjW+RGIK6CGIpm+MhL6CGis4T6V8tJUHCXXrOLJH7qChuF2IhPlbDaSy1kJlrcrcmQaFUwX5uYKGpsQK6HSPQAhoalFxOSV2u8TjlqR5JAV5AEa0OC4UBn9Aodur0NGl0t6hoOv9x6Pok1tAW6wQjr82JuUQqPiJFKaNRSdpF4KLs70oCrTrqRnRXeAOYVFhd5eNcn/yTrhqEEZY3xc37T3JALZBvuR0DEoIswNHQsVzJgYzCdE+gov9ICrbcXIEG8sIsg4/81DZjJPOvvnREqRfg6yEDTslEBL0BN7x8DQ6yKgfm9SNvtx444387Gc/4/nnn+fLX/5yTMsEg8EROzlYLBY6OzvZsmVL1GQhEAhQUVExrsLuTMTnAx3f7+KBBx4AIs1R+vLII49wxx13AFBVVTUgN/zw4cO8++67/P3vfx+wTk3T2LNnD4899hjt7e0UFhZyxRVX8P3vf39cL1JMAT1GRFM+bFakAZpLQ3W5QAik3pP2EWMUVeSNxdFb5fBxKMgXzCgyaGhK7E/FboNgCA4c6Z+KoqqCrAxJRrrA45Y4HRKbFRwZkuzM3kzbyEel65F1+PwK3g6FziZBV0dk7JMNTYPuxAWHzgoK1DDrHH4U4LjPyvEkitORI5jpChMSJFU8jzWzCaMAuxgYTV9CEB8Kx0bRQvt0CtA5Hx9dPaJ3pHShsREXueich58lBHn3dH+K5FRvjzvdITvZdt+o15OM1I1YCwnT09OZO3cuhw8fprGxkby8vDMuYxjGiG3mPvShD/HUU0/xyiuvsG3bNj772c9SXl6OEII5c+aMaJ1jQTJbecdiB/jWW28NmDZ37twhl3U6nbzyyitxjWMsMAX0GOPOtWLPsNBeEYgWJCrYIxFqgHAYaQhkb8eMQX5Q0jpWt6JVur0KHvcwXRhGhEDToLN74I4phEpLG7S0DXyPDocgK0OQ7pG4XZGotdMJbpckL0fCzB6HCSHQwxAMgM8L3Z3Q0Qq+bhL4HsYOizXijOIf/bntrGJpz+3ot9pdtIdTM30jwxKxq0vV6PhI8fS0X+g+zd0iC4MZ6GzBkdA846UEaEPjTVwJiWo3YeEEVuYSQjgEUlEw7BLhNlDsk9DLjt5C4NEXEo516saA7efnc/jwYYwYct56u9+5XCMz8SsrK+Of//mf+fOf/8yePXv4wx/+QFZWFvn5+SltvJDMCPTZhCmgx5iyyyJm4sdfb+03XdF6fqSaPXLMEY7I1ZgQyFAYpEAaBqrdTjgt8Q1UhqKxWSXNYzAlS9IySP+AjDRBV9eZ8qQEa1eHUVU4dNSCz6+gKNDtje/oGgio1AVU6hoGrj/LopOZJfGkg8PVY+WWDp4MyO9JhYt8nIJwCIL+iKDu6hHXQX/qHiTSMyN/vTF2fA+lWxHJqjGdMAg8iqRdqLTplpR14OjQLTQENfLtBks8AfZMsHbjQ+Ho+bxvpRMJ/KmnwcpSgnSgciKB0WeICPYDCc6nrsPCYkJMnd5JV3qvLWRq/o4SQUi3oAsVmzryCwR3i52MehcnF7aNaepGX/z+SNT7jTfeIDc3lyuuuGLIeW02G4qi0NraOuQ8Z0JVVW644Qba29upqqqipqZmQFFhqhGfC0fqnhvHG1NAD8Ko8p+HwZFlwZ1rpbM2SNh7hoNL3zxqa8/XJCSK24Vh74nqSIliJPeAfrJBpazYoCDfIDtLUDRVENahqVnFF1CYXRrJVfb6oK5Bo6ZuoGvH0oU6NmtEwC6Yo1NeGRl/e0didkxFqnR1qHS3D/wsVFWQkQ1pmRErOKcLrHZIz4KMbOit35VSYBgQDkEoEOny5/dGRGt3J4RD43cQcffcXewaWKsyKNKiTMRAe8JRmBjez+91OLg820eZM0xbWKU6OHYXyMliD3bmEGIKBjYitoS5PQ1S3sWJCiwmQBYGzWjsHSTV40xkY1BMmAPYsHFm5414aUEjBExps9CdMbHbdceKLrRRCWjdKhCqxNVqp6PQNy474OzZs9m2bRvHjh3j2LFjXHTRRdhsQ+9Tdrt90ELAeLnpppv4xS9+ga7rMTcNGS9ET/v2WOc1GRxTQI8hM9ZGfCaPvzrCq11VQUzJRFijTr0gexwoRKRCXBEyoV1QdF1F1yEnW6IokmAINBWKCk7lInd1K6R5JLPLDGaVGnR7FRqaInZ4aR5JVoakvUOhy6swo0iQMyXivtHWkZgdUxFySBcOIVTamqFtkMaPFpsgMysirl2eSOTaagOHMyKw+1quSSmQIpJ3HQ5DuEdk+3pEtreTAYWNicLliXzO3s4zz2vSi0qLUJmiChyqIJhiDUn6o/J6q4sP5XqZ4dCTJqDHMnh6EisnsXI9XYSR6CgsIUgrKlVYWN7jdqFAz7/xkYnBJXixAb6e5RMtoCUKDVgo9BpUJnTNqYmQ4NVtuEbR0juYHqZuYRtFe7PxZQXpmDb2eWezZ8/mC1/4AuXl5fz973/nwIEDLFu2bMj509PTaWlpGfV2PR4PV155JX/9618pKSkZ9fqSiYgjAm3azA6NKaDHkLSpNoygINg5iiv8zNMiNQpIJRJxlD0TehuK9LadHa2obm5TmZorqK1TOVIeufWa5hGUTNPp7FKprLUAgoL8SIQ64qZx6j2Gw7BrvwWbDaYXRooEhYjN0ziZ6CGV5gZoHpASEolcu9N6otaeSOTaZgdbj8B2uSHztPO+lBFnEUOPRLKDfSLZvi4iqS4jENlOZ28qvHkgi4edIQeXOXxckdXNB50O6kKpm9fiUiWKAh1JzIVW9MhDjuFRXxBphLOcAPkYvIWTHAzmEaICK6WEqYgznSMNg4vx0Y2KA8lcIoIv0QIaImkcq/w6FgNS1gUxgSTCiaOzwE96nZ/MWldCBXSshYQQyYPOyMjg73//O0ePHh1WQFsslpgK385ERUUFe/fuZerUqcNGvFOB+DoRmuedoTAF9GkkK30DwOrW6KwdhReZoiLsZz6Ky56OEdHffc8tGEVEejhHIrbELKoPHdU4clTrdyXa1a2y91Dfg4RKXUNvfrIgOyuyLUModHRGXg+F4GS9SlGBiNVwJCaSYWEnhEpXx/BpExaLwJ0eEdkud0RYWx1gtUYEt8szsHFIX5GthyEUjAhtv/dUwWMoAH3Fss0emT/msVtTOdo6drRh4YOQnRW2IOdmBHi3XaE5nJqHvKn2yBfcGErN8Y2UV3FzHd3MJ0wbKg1obMBHCxpBFAIonIzjNORCcAk+Qii8iYvFBJlDmBCQDGfmeiyoQE6XQn3m5M1/7sUftiakkLBzqp+ifdlY/Bq6c3yKLh0OB1arNdppcChsNhtCiCFbcp8JXdf5zW9+Q11dHQBTp04d0XjHEqPHPz/WeU0GZ3IdrVOYrFIHiqLQdmLktj6K24XhGMHVYM/vX/Z4R0v6CGpOi1TDIMJajdOyV6V1kIJDgCPlVqbmBTESWF8yXi28dV2lozVShDgUVltEZLvckYfdGRHEVlvk/073YCL7VE62EY7kbAfiCOT4s82IQS8ndDudXo1Ls33kWo2UFdBTrJFagsbw5Pru/KgcwsYiQhzCxhJCuBFsxM0l+KjEGj0enQkrkkvxIYE3cBFEpRorcwj3RJ8Te6KXmqRTAXSwhxUS1k0ohRFSGXUhIUB3XgChStIbnLSWdCdodPGTnZ1NU1PTsPPMmDGDiooKamtrmT59elzrDwQC/PKXv8Tn8zFr1iwURTnj9lIBMwKdGFLzbDIJmTLXhZSSpgMjv6UlnfZodDkRDIhU9+ZU94lUAwkvVFRUCPjOjqvacEilvRnaB8nB7qU3XcTVJ5Jtc0REtqUnyK9PTuesMaHLiPzAndr4uALEglXt3ccm18nKiWAOIY5hpQuVNQTYiR0XEicyLjeOmYRwIfgLnkgjHqARjSAJTN9QIFAURrEKrM4wdlsYdp0FuRs9GEIhJCyjFtDCIunOCZBen1gBHU8aB0TEcUNDAy0tLUM2S5k7dy7vvPMOhw8fjltAv/rqq/h8Pi6++GLWr1/PoUOHeOqpp2hrayMrK3W77RjEHlk2Tz1DE7OA/sEPfkB+fj5Lly5lxYoVWCym9o6H9AI7IizRAyM/iRtZ7gSOaAiUgZHqQQsVYUR51VaLQB2Bhd2Qw40jFSVVGT5dRLDuikgOtcnIEKhICQ41dX8nxiStdF9FAAOFPdi5rCd14zA21hCgA5XWmIWvZCZharD0E8sSha048Sco+iwVcGX7cNh6ffgBtMnaO2VQgroFj2X0bU87p/qZticbq08j7BofGTZ//ny2bdvGvn37uPDCCwedpzflorq6OqZ16rrOnj172L9/PydOnMDpdLJ+/XoASkpKUBSF8vJyVq5cmZg3kQTMCHRiiFkFZ2RkcPLkSU6ePMnf/vY3MjMzmTNnDmvWrEnpK614SGb+s82j0d0wiiw9RUXYxikSMkihIvSNVHPqOQwraKdkRWZu70zcGWkoB47JgMMVSfEITYI23uOJAOwpLaDHewSJZxphpqOzESfzelI33sGNBkwnzD7sxJp2kYtBBoIPBrG7q06wp7Q8m9TyIASNxATHbL7Ieuxey7gJ6OLiYgBOnDgxpIDuRdMGP78KITh8+DB79uyhuroar9cbfc3tdnPNNddEnzscDoqKilJeQJuNVBJDzHvKV77yFYQQ7Nq1i127dlFXV8fWrVvZunUrdrudGTNmsHr16mgekMkp0gptKKpCe+UoejFrKuG01HIRiKaA9B53eosVZR9hLfsXLGZkRP62tCVop5yEwqMvzp4GWcEYU+elopz6PkyiCNk3TSL1OBWBTmTHz/4oUqIaCgnSR8NiRbKKADVY8KMwjxC7sdOJRikhNIjLfWMWYbp6ihCTiSLA3+HAmRcJdpyNZ7KgoY2ukFBC7rF0ck6k0VTWSXfO+F39q6qKy+WisbFxyHmamyP5dTk5OdFplZWV7Ny5k4qKCjo7O6MuHQ6Hg9LSUhYuXMjSpUsHvRNfVlbG1q1bR1yUOBbIOFp5x1qjcDYS16FUVVVWrFjBihUrAKipqeH999+nvLyco0ePcvToUVRVJS8vj8WLF7Nq1aqUt3MZC3Lnu5FS0rh/FLlgmenR1IqUpTfjQ+krrPt4VQNud8TCThfaKZ0wihQMNZHViCmIo0dAB2IU0MKuEfak+O9kHNClgmUSd5GLFUUH7MnfziKC2JHsxM56/LSicYjIuaCUMA1o+GK8ULAhmUGYPXFErEeFOLv3H0OoCKmgjmR/kZFW3tnVHhrmdCSlgDDePOi8vDwqKiqGFLTp6ekoisIHH3zA0aNH6ezsRIjIecVqtVJYWMj8+fNZvnx5TC2/Z86cyTvvvENdXR1FRUWxv7ExxIxAJ4ZRxSKmTZvGtGnTAPD5fLz//vscOHCAhoYG6uvrefXVV0lPT2fWrFmcd955/a7wzibSi+wIQxLqHoXY07SJGw5RTolqp10SNsCwR3bKSBpIT+S65z72ZMhrThT2HrETjwuHyUBCQsFjSd3flG2SFRF2oqIB5+PHg+BvuJEouBDkY7Aljs6D0wijQMLbfw+JfupAa+nJPEjdX07ikVLBp9tIt8Z5x1RAwf4sMuqc1C1oo30cmqgMRllZGRUVFZSXlzNr1ix0XefQoUMcPHiQ2trafhHmzs5OcnJymD17NitXrhxRempRURE2m43jx4+nrIA2OxEmhoTdzHO5XFx88cVcfPHFCCHYv38/O3bsoLa2lh07drBjxw5sNhvTpk1j1apVzJ07N2VvbyQae7oFf2t4VOvQczwJGs34YrFAV58Cwr6uIv0i7H0KF6GPdzX0F9eTMXm0DzZHxNYu1gi0yeCEZGpLU6siJ5VIO44NK5IVBNnZk7oBUEIYg/jylgvQaUUjkIxvUAHDLhEWMNIjXtyap8d0XcLSSo2wKmlOm9x3uvoiZPwNVRQBhXuySWtycHJxG50FqXPAWrx4MW+88QZ//vOfMQwDv//U2Gw2G1OnTqWsrIwlS5aQl5c36u1pmsaCBQvYtGkTc+bMGeALLaXkxRdfZMaMGSxZsmRcdJARRyfCWOc7G0lKNpyqqixevJjFixcD0NDQwJYtWzh27Bjl5eWUl5ejKAq5ubksXLiQc845B4cj9ohEMkhWAaE714qqKbRXjSL/GRDWif8jtvU4cHT5Y3gvfQoXYRBHEAAREd1qWKIF9IGvTwKs0Qyoif/9jydBoRK5GktejvFokERuMM1xBTniG4McizHgEHZqsdDV5/Mu6XHS0GO+nSbJx+BYkqLPhl3imN+ORRUop6UslDapTGvT2FoWxj85vpKY8YVtZNtjiyArhsK0Xdm42uzULG2lO29057pEk5mZCUB3dzcul4uysjLmzp3LokWLYkrJGAkbNmygoaGBJ554gs997nOkp6dHX1MUherqanbu3MnmzZu59NJLmT179pjWjpkR6MQwJl50+fn5fPjDHwYixuNbt25l//79NDU18eabb/Lmm2/i8XiYOXMm5557LgUFBWMxrDEhd0FkB2066D3DnEOjOJ3orolfGTYlPXI/tK17FO+lTzqItEAoTUOqCooROcFaghJVjxQxWruMaEGjGjQmpLC22oira6OwqWeV5Vas+A0FRQGnCv4UDCZu7XRySZaXBe4QaZpge5dzvIeUELr6FP1ZkWQi2B9HEnYmAgeS+iSdqtQwhEIWrM7+hW4ZXoVF1RrleQYns0/tgOk+hfMPWwhYJW0eSatb0uaWdDrlxE2xGwRDRmpXVF1BC6loYRVN7/nb81B1FS2s4Oi0YfNrVC9vxjclGf0gR4+maeTk5PCFL3xhTLZns9n4+Mc/zq9//WueeOIJPv3pT2O3n/rdX3LJJTz99NN0dnbyhz/8geLiYm644QYyMjLGZHwCtV9n4TPNazI4Y27m7HA4WL9+PevXr4/aw2zfvp3q6mp2797N7t27sVqtFBUVsWLFChYuXDihUz0ypjkRhsTfEkcv5tOQbmdCG6iMF5meSAvvlo7EfJ9SVSIPBaQl8vmELKc+p0Bm5OStSFDDkRQQxZBYvREFpRgSizfyvShCjltHw+GwWEDE4QAVzLSkYoB13PH1FIalaQJ/nLenx4KgUHmlxc1FWX5mOHUyrV6aQhpHfbaEjneU/TFGhacnH6srjh/oVHR0oDlJ7huKoRDW+6/bosM55RY6nZJ904z+049b8NskrR5JVrfC9GYVFYX9RTpHC1LwyuwMqAKcIXAHFdxBBVfPX3fQgidUgGYM/K6kIjGsIvKwCMJOnboFbQQyR5emGA/xFhIqihItDBwrPB4PH//4x/nNb37DH//4R2699daolpk3bx7Tpk3DMAwuuuginn/+ebZu3crll18+JmMzpBKz9/xk9ahPBOPaDUVVVebPn8/8+fOBiJ3Mli1bOHr0KBUVFVRUVPD888+TnZ3NggULWLNmTVJuuSTT/9mRaSHQMXLxDCA9zkkR3fA4BZL48+uGRCGmaKtUwLD1zqgQdp3aviIikWstLFHDEQGtBSUWf+TEqRgSNXjqJDrWUWzNAobZCmrU+HqEgEszIEXbeQtU3mhzck56gEK7QbpLUOYMczJo4YNOe0IiQWqYU/kiY0xaj4COp2vgVAya0GK23BqUPrvsYMYSUvSvvVheacGmw6Y5OtFDlYQVFRbsOrw1X8fbk3GoGbC0SqOsUePYVDFh7v5kdyksrNXI7lZQej5boUh8NvDaI9H1rnQ/uIMYth6xbJUYFoHUJl60fTwENEQcQG6++WZ+//vf89e//pVrrrkGRVFQFIXLLruMRx99lGAwSE5ODj7f2BVdmikciSGlziQ5OTlce+21AIRCIT744AP27t1LY2MjGzduZOPGjdEcpnPPPTfqAJKq2DMsqBaFzppR5IQpKrpnclgBOm2S8OiuJfohEhCU6nXo0e0K2HsOFB6gJ+KlCFB7CxUlWH2ix98arF79VLtzXaIkwVJP1SCUmndFJwSqHrno6dJ7BXTq3WXoj8rWzkiQIMOiszo9QKFd57pcncNeG4cmcH60B0EICMWovlQkeejsjSXlYziRfIavXLbaICOSYlfapFLUpvL+zDB9P+pZDSqF7ZHp3j7lOoYGx/MEM1o08joUGjJT+/flCsDCWgtFbSrtLsGuYgOvXeK1S/w2+gnjbJdBriO18plHSjIFdFVVFV6vNxoIPJ2ysjKuvfZaXnjhBbKysjjnnHOor6+nvr4eh8PB22+/zZQpU8ZUQMs4OhFK08ZuSFJKQPfFZrOxdu1a1q5dC8CxY8fYtm0bVVVV7Nu3j3379mGxWCgoKGDZsmUsW7Ys5VI98qL5z6PYMVQFw5WyX1NcWC3QmaAW3sCY+GJLFYw+6TNGn26QgexT/1cMidZ7B1NKrN0ieiLXAgZquM/BW8iYI9mqAvrY3RmdtHiFgpTgTOFmKqfToVt4rdVDoS3M8vQA8z0hCuw6b7Y5mYh5Oh5EXOkbUzCwAPXy1PFvWGviEX61ihHZvzWDSN5zrkFd1qmVZXcpLKjROJrff3ovHS5Jh1NQ3KzRkJnACEECsRgw76RGWaNKwALbS3Wqs8WwkeSE3SlMEvGkcaiqmjABLYTg0KFDbN26ldraWnQ98p3feeedFBYWDrrM8uXLaWtr47XXXuP1119HSommaUydOpU5c+bQ1tYWbegyFhgoGDFeyMY639nIhFFms2bNYtasWQC0t7ezefNmjhw5QnV1NdXV1bz44otkZ2czd+5c1qxZ06/qdbzILHYihaS7fuQhRCXNg2FL7QNZLNgsAiVWB44JQt87W9KiIKJ70+lpIpZ+gtkSkCg9aRmKlJFixz7512pInLLqUyAcRyMvI7WaVaYQke/DNoEEdC8nQ1ZONmusTg8yzaGzMi04IYsM0xCR9I3TvoKhRHEaAlToFOqYnMINNfII9Tkr2sOwutxCq0dyYNoQuVQKVOYIFtVo2MMQTMF9sLRRZVaDxqECgyMFBrFoY3/YOrqOhCmEoihRr+d46a3VOnDgADU1NbS3t0dfy8jIYPbs2XzwwQc8//zz3HXXXUOu5+KLLyYjIwMpJUVFReTl5aFpGi0tLTz99NNjGgAUMvbUjBQsDUoZJoyA7ktmZiYbNmxgw4YN6LrOzp072b17N/X19WzevJnNmzdjs9nIz89n7ty5w3YQSmb+szPbQrBrdAms0mqZcPlmg5EQB44+SBUM68T4YKTavx1qyN1/3IGM/p+JFo44h0SstXz4LBaCU06dlRX9VPFjdFpP85lg5uS5QEkGE/dkoLKt00mWtZvpDp1yv06bnoKH72HEsUcRNGONpEDFgOhx20n2Xm7pVgjpFmwWnYYMQX6HwqGiyNhXlVtQgG0z9WHzm6unCBbWaExvUTk2NfWKCeszBQtrocshYxLPcCpPdkQdCVOMeFI4fD4fe/fu5ciRI9TX1/dLrbBaI8dhp9PJ3XffHe203N7ezrFjx6ioqKCkpGTIMaxcuTL6XErJli1beP3110lLS+MjH/nICN9d/Ig4Ujhine9sJAWPwPFhsVhYvXo1q1evBuDXv/41tbW12O32aHT6tddei1lQJ2xcLjWS/1wbR/hwEPSctASNaHzJSkusAwcwKS4sBqP3wiDdFjlxeVUVX85pt7Fl/zCXakSKIEMZYDh68rINJdK6uQ8RJ5KB25wE58iYkBP8R7Otw8H6LD8XZvn5oNNBTTLCnYP8FmL+fQwxn4rEpUi64zgZ917sqEAy62hVQ0H2qOOGDMn0Vo2SRpVsr8KULoVNc/UzRpXDFjiZFUnjOJY/fGrEeNDlhKY0QVmjSu2U2ISkIUbYkTAFGS6Fo66ujn379nHixAlaWloI9Sk6cTqdlJSUMHv2bJYsWYLH4+HBBx+kvr4ei+XUMfmGG27gJz/5CU8//TSf+tSnzmjF29raygsvvEBlZSXnnHMOl156aVSMjwUCJebC3HgLeO+//36ee+45Dh06hNPpZO3atfzoRz9i7ty5Qy7z6KOP8ulPf7rfNLvdTiBw6rcnpeSee+7hoYceor29nXXr1vHAAw8we/bsuMaXSCa8gD6dlpYWXC4XX/va1xBCcPToUfbs2RMV072C2m63k5eXR8EKD437vBihxCqIvAVuFEWh+fDI/Z+xWDCck+Mr8jgiAjqRDhyTHZc18pv0nWYlJRUGvH9DVTBsCoYdRPQ4PMRvepDziCJADQ/+oUadGwZBERNLfKdebDA+2nQLb7S4uCjbx6r0AOk+g/2BodM5hPVUoWwvisHwKdRJ+D499KRwxbH/935X6hjahjSmC3RVsqzKQliT7J1h0JIW2wdSmSOYfkQj26vQ6km9naI8z+Dc41YyvAod7tjGl+p50LGiqiqGYRAKhThw4ACHDx+mrq6uXxtvRVFIT09n1qxZzJ8/n3nz5vUTyb0sWLCAuro6Dh06xIIFC4BIJ+bzzz+fjRs38uCDDzJr1iw+8YlPDFhWSskHH3zAq6++itvt5vbbbx8yYp1Mkmlj9/bbb3PXXXexevVqdF3nW9/6FldccQUHDhzA7XYPuVx6ejqHDx+OPj+9scyPf/xj/uu//ovHHnuM0tJSvvOd73DllVdy4MCBcWvENznUWQ8+n49AIMC8efOAyE4zd+7c6JWPEIIjR46wd+/eqJguuSCL4vMzMUISX1OI1nI/jftHL6izSpxIKemoGkUEWtMwHJPjAOawScIJDCMJizJhLKNGitMSkRC+IYTtiBnkJyVVMCyD/+aNYdJtFYNhBddwwnzgICKuGQkluumIgIs3DVIqSsK1m1RBxpjJJNWICO5LCxZeDHm40u5lrjtMsUvnA91BjYwxGq2QFJE8HJ4RWNj1DjHZR0DFAF+XHXt2mJAV/rosjGTghceZaE6TeG2S4maVVk/qeU/WZ0p8Nklpk8oud2zji6cj4XgQayFhbwvv+++/Pzqtt413SUkJixYtGrIA8HRWrVrF66+/zo4dO6ICGiLNUVasWMEf/vAHjh07xsGDB5k/fz5SSpqamqiurmbv3r1UVlayatUqLr/88jGNOvclmSkcL7/8cr/njz76KHl5eWzfvp3169cPuZyiKAPanvcipeTnP/85//Zv/xZtyvf444+Tn5/Pn/70J2655Za4xpgoJpWA/uCDDwBYtmzZoK+rqsq8efOiAlsIwSfO+So5c12kFdpIK7KTPs1B8QURQe3tEdRNIxDUrhwroe5RHkTT3JOigQpEHDg6EujAcTbg7LFc69ZjtBtSQY5xkdyZhKAEhC2OMSV4+FpAwaKd8rrVLRB2x/E7VBNjl5hogqi8EHazVA0xRwuxzuKnWwZ4T3fSloKH9TRFoEvwx3E10nvrOOlHDQmyzz424qCrArXZguktKkgj5e6SSSWSq13WqLJ7hhHTBYIhlUlRSNibuzxnzhzmzJnDwoULRxy1dDgcuN1uampqBryWmZnJZz/7Wf793/+dv/zlL2zfvp2amhqCwSCKolBQUMCnPvUpysrKRvV+RosgDh/onh9yZ2dnv+l2u71fd8Wh6OjoACA7O3vY+bq7uykuLkYIwYoVK/jhD3/IwoULAThx4gT19fVcdtll0fkzMjI499xz2bx5symgE8GhQ4dQFCXmnJirc/4BgLZyf3Ra9kwnOXNdeApspBfZyZjmoKSvoD7up/FAN2IYYw3VBppNoaNqlAa+dlvKHYRHQjIcOMQYWNiNNw4tvrQXwz4gNXrikYRor7CeOtAJVRkQ0Z24qOwWDvYKG+dqAWaoOpdYfTwbHn8HotOJOnDE8QX33oxwI/AlOw6tJ+aH1+IRzKnXcAfp5xedEkhI8yvRhJhYJHFIt6ALFdt4trBMAGVlZezYsYMNGzaQmZk56vWVlJSwf/9+Ojs7+zl+CSHYvn07iqLg9/tRVZW1a9cyffp0ioqKxi3ifDoyjhzo3rqR6dOn95t+zz33cO+99w67rBCCu+++m3Xr1rFo0aIh55s7dy6/+c1vWLJkCR0dHfzkJz9h7dq17N+/n2nTplFfXw9Afn5+v+Xy8/Ojr40Hk0pANzY2kpWVNSo7mNbjflqP9xHUs5zkzDlNUK8fXlDnzvNE8p+Pju7Wl5458ayqBiOnx4GjvStxoTwxqX65g2PT5ASP+6QOvUeEiZ4DPRgClc2GizB+Zmlh0tHpTLFDe5oi6IxTBLeg0SFVFqpB3kryDm9pt0Bsd/CHpcUjkUimdKt4Han1ayttijSD2TIzHFeUXRdaSgvoWNI4Zs+ezY4dOzh06BBr1qwZ9TZXrVrF/v37ef/996PttxsbG3nhhReora0dl8LAeBhJJ8Lq6up+FwuxRJ/vuusu9u3bx7vvvjvsfOeddx7nnXde9PnatWuZP38+v/rVr/j+978f0zjHg9Q6yo6Curo6DMNg5syZMc0fq31d6zE/rcdOE9RzXaRNPU1QBwXepjCtx/1kz4rkP/cV4nGjaejOFLx3PAIyex04OidHPvdYYVXlBLZdSy1OCejJe+eiWWrMIkyGIuhMsd9NGoKKOG+PSBT2CDsXaH5y0WlK5ukqQZ+Xbok0VsnpUqjKScw6E0GGT2FRtcbxPIP6QZrBDIWQ4NetuCwTux1qbw+JEydOJERAl5SUoKoqR48e5ZJLLol2Ss7OzuYzn/nMgGhtqjGSHOj09PS4+mt8+ctf5qWXXuKdd96Ju2u01Wpl+fLlHDt2DCCaG93Q0NDP4aShoWHIlN2xYNII6N7851WrViV1O0MK6gIb6dPsZEyP3LeTUrLk1ny6aoM0H/XRVRvfAUhxOjEck0NAJ9qBQ2pj04VwvLGqYKSYEJqo9O5JI+ylMCEIiMg+4VDk8IJw7EwtANCQuBVJ1wj8ZGuw0CpVlqpBXhMayRq4IkEIFVUdfdS4xSOZ2p5s873Y0YyIn3WXQ7J/qGYwwxA0Jr5MsFgs2Gw2GhsbE7pOn8/Hgw8+SHNzM+vWrWP9+vWDOnekGiOJQMeKlJKvfOUrPP/887z11luUlpbGPT7DMNi7dy9XX301AKWlpUydOpXXX389Kpg7Ozt5//33+eIXvxj3+hNF6n/TMVJeXo7FYiEvL29Mt9tPUKuRHOqCpR6cWVacWVbcOTamLk1DSknYJ/A2hWivDNB8yIceGPpgLR2TI/8ZwGFPrAOHVCa/AweApkpCRhxFV9ZxsFeYIKg9yRupIWmSg6/ngGE/w29AkYzp/pPW89l3jqghQyQKfZHmpwCdOpKTwK75FXwBGx7X6D2PWzyCmY0ariD4znyXO+ksrdJwhuDNBfqICiSDhpb8QkIB7mY76Q1OnB02LEENb06A2oVtCVMpGRkZtLa2JmRdbW1t6LpOKBQiPT2dO++8c0gHiVQkmT7Qd911F0888QR//vOfSUtLi+YoZ2Rk4HRG0lJvu+02ioqKoq4o3/ve91izZg2zZs2ivb2d//iP/6CyspLPfS6SKaAoCnfffTc/+MEPmD17dtTGrrCwkOuvvz6u8SWSSSGghRB0dHSc0bw8+QOB1qN+Wo+eilDbMyzkzHWROcOOc4qVzGIHWSVOStZnInRJoEOn62SQlqN+OmtOWd6JzKH9EicaVi2xDhyxWoBNdFQFwiL2zy08eX4yCScagR7XUSQXHypSRvKNU4ne8XQxsh23DgtNUmOJGqROWEhGZCGRXuaeQGR8RgpkrE1vUZnRorG9VB9xUaMh1IQXElp8Khl1LtwtDuxeC1pYRUFBIiOFv5ogrcHJ3CYHDXM6aJ8xeiu9wsJCmpqa6O7uxuPxxL28lJKqqiref/99Dh06hKZpLFmyhOuuu25M23AngmRGoB944AEALrroon7TH3nkEe644w4Aqqqq+n1mbW1t3HnnndTX15OVlcXKlSt57733+tkEfvOb38Tr9fIP//APtLe3c/755/Pyyy+Pmwc0TBIBfejQIaSU/T7sVCHYoVO7tZParT0TVMgudZI100lage1UlHrJqSi1ryVMc1jjpFcQitHCLFVxWHscOHymA0e8qEAoDgFtMjS90i01cqAFViKRYisSGxKrAjZFYAGsSCyARZGoSDSI/tUAVZGo0Och+/lb5KtGSoXa0xEEpEJoxJ+9wm5h5zLNxzR0apIUhZaJ2NckFDdrVGcbZ+xemGzcAVhaqVE1xaA6xu6Dg2EIZXSFhAI8TXbSGp04221YAxbUHlEmkRhWgTc7iHdKkI4CH0ZP8WV6rZOCg5kUHMoiu8pD1YpmdNfg7yOWQsKZM2eye/duDh8+3K+l9pkIhULs37+fbdu2UVdXR05ODldffTVLlixJ2SLBM5HsFI4z8dZbb/V7/rOf/Yyf/exnwy6jKArf+973+N73vhfXeJLJpBDQu3fvBoh5p4i1gDApiIFOH/Z0jZy57miUOmO6nUzFYKY0IkUcQYX2bpXGdo3Wrt7T5sRgSo8DR1v3WRI2ThiRE0UwQfZaZzMZ6MzVIjUIBWoYR58I7YBDfd+ThdIrWvv/VQGtn4g9JWBVJfK8t1lkX2Eb/RvnV3r6+Uj2+Xv6Q1HALiUWBHqKHCfSEHSNcixNWKjriULXCktSWrKH2+3gGUXhN1DYruAOKWzNH9+7AKqA1eUW/FbYPWP0V1PxFBLaOy2kNThxt9mxdVvQ9L7RZUnYpePLDNKZ78eXHRrydNZZ5KezwE/h3izSG5yUbcnnyCV1I34PvQ3VysvLz6gVpJTU1NSwc+dO9u/fTygUinYXnDlz5oAueRONZAros4lJIaCrq6txOp3jGsofDcFOg9ptndRuizxXcrJwnJtNXpZBhlvgsks8ToNpuQZSQkiHbr9KS6dGfauW0lHqDE+kgLA1QQ4cg3Vmm4y4LRJFgUAcOdAmg3OeJUBmT3FYnirIG4GZXV8RO5yAlSgYKAgZuQQyUHr+gi4V9J5pOkr0eQiFMAphGXmEgBAqOhEvZBGH+CwgzHqrn4stPl7V479NnQyciiCYAMG7Rzi4UvNSrISpkAmO/ElQEhCBntmg0ewRMbfKThYLazTS/ArvzNcxEhC7CA3RTcjiU8locOFqsWPvtmIJqdGmRRKJYYtEl7tzAnRM9SPitfZT4eTSNizbVFxto0sot9lsWCyWYX2D/X4/O3fuZOfOnTQ3N5ORkcF5553HsmXLaG9vp7Kykuzs7DM2BUl1TAGdGCa8gA4EAvj9/pibp0wEhMNBc6eF5s5TX4/DKsjPNshJ13E7JdlpginpgtlF4WiUusOr0tCWWlHqRDtwQE975UmO2xo50QRijUArZ09ueLxoSMIS/hJ294tcnumTVYgI2DCQKvvTmajDSp0IUaAalKpBTojxr2JrlhqzlXBPDHLk+24rGielxsxkCGhACSlIqaCMMCE606swpVvl/ZnhBI8sPqa2K8xs1Ng9Q6fDlRghH9AtEFLJrHfgaXFg77JiDWoofVIxhEXiTw/hzwzRme8nkBFO2G4Tchm42iCtzklXwcjvEmRkZEQ7451OTU0NTz31FH6/n3nz5nHVVVdRXFzMwYMHefrpp6mrq0PTNN5++20WLFjAunXrxr/uaoRIYk9nm8x1I6NlwgvoHTt2ALB06dKY5h/X9I0Y0TMHRtIDYZXKBpXKht7wqyAnXZCXaZDhETjtErfDoCgnEqU2DPAFFdq6NVo61XET1Yl24EiJFNYxwKVFBLRXj00VSxUMp3moGwoJBEZYxDbR8KGiKAbpKXLqq5MWFqkhshC0jvI76JAaRYp+5hlHgKVbwRAqFm1kB6yZDSpeu6Quc/w+99wOhXOPWWj2CE7kjjyNxKJDfrvC1E6VTK+CK2RFlVOjqRhCkwTdYXwZIbrzAninBJN6eqmf207GSReF+zOp6cmZHsn2iouL2bFjB7/73e/45Cc/GZ2+c+dO/vKXv1BQUMCdd96JzWZjx44dvPDCC3R2dlJWVsYnPvEJiouL2b17N++99x4PPvgg8+bN46abbjKLCM9SJryAPnDgAADz588f55EkCE1D2GI5yag0d6r9otQ2i6BgisGUdJ3sNEmaJkl36xTnR25BGwKCYYVuv0J7t0ZTh0YglNwdP9EOHEJTGJEb1gQjzR45+S2ZEiAoFEKGQtBQCOgqfkPBp6t4wyp+AyZKdHS86M1HPlsoVsMEpMJukRoFTi1ohCQUKDqto7xNEkTBnoL9JB0hKGpT2TfNGJ8fm4S5dSrzTmo9KRQy5nE4A1DQoZLTpZDuV3CGFFTJKbGsgM8mCWSGCOb56Mr1j71ysEDDvHamHsxkxo4cJJKgW6c7109TWRdYYisk3LBhA7t37+b48eN0dnbidrv5+9//ztatW1mxYgXnnXce7733Hjt37kTXdZYsWcKaNWv6tZAuKyvjyJEjtLW1YRjGhMyHNgV0YpjwArqhoYHMzMwJdwU4FIrViuEc2XsJ6ZEotTegkJ0W4kiNlZZOjZwMg0yPgcchcdgkLrskP0swd3oYKSGsR6LVnT6V1i6N1g41rrzLoeh14OhMoAPH2YJdlUgZaeftsPQUpQ1yHOvNzRWAESKSS6tE8miDioJPUfErCl5FoVtR6VRUAgCTZH+JhXapUqQYlKlBylMgpSHZSECXkCoXVhKFeiwUKjr75eg+/yAKdoVRp4MMhiIUdGNkEeiyRg1DhaqcsRf3tjCsPGEhr1PhUKHBzAYNd3CQz0ZAhi8ilqd0K3gCKvYwqH1zltWIWG53SZrTJXWZglDPTc9ct59s++iKLEdD+3QfnbkBsmtcpDU6sXdbcXjTmVKRRiAtTHNp17DLCyF44IEHMAyDFStWoGkav/vd76iqqmLt2rW0t7fzv//7v9jtds455xzOOecc0tLSosuHQiE2btzI5s2bcbvd3HjjjSxYsMAU0GcxE1pANzc3o+v6iDrdpCrS4xp1jm9Oj/NFQ1ukwLCqUaWq8VTlnYogO12QnW6Q7oqkf2S4JZkegxl5kRQQISEYUvAGFNq9Gs0dGt5AfCfkKRmRcbQn0IHjbOhACGDp+aj/VnXqAK4icFsFbovEaRU4NIlDk9g1iVWTaLYeWzQpSSfibasM4mfWtwhOcKrYTVdARyEMhBSFoKIQRCHQ838fCn5VwYdKECaMCH/PcHKD2s0qLUiVsKaMO0WyMFCwpNhuUictrFYC2BCERvH5B3tO5jZkQgoT+6Lq4Pfacdjiy2HWDChpUqnMEcSYcZUwsrsUVpdbUCW8N0enKV1S0K6S7lPIa4epHRqZXgVPUMFq0K/AL6xF2o63uQWN6YLGDDlsoxVf2Ea2ffR+zKNBOATNs7pRhIqj24YvPYgiFBxdVqbvmcL/O/D/mDNnDpdccglTpkzpt+zevXtpbW2lrKyM1atX8+CDDxIIBMjJyeG9994jOzubDRs2sHTp0n72dFJK9u/fz6uvvorX62XdunWsW7duwlrYgSmgE8WEFtDbtkVsK2Jt3z0R8p+lxznqW4AZboEQDOnOIQZJ/wBw2EQ0Wp3mlNitEqddkpsZKVaUEsJGpGCxqyda3dypIoY46ma4E+vAATBEMfikw6ZJxGmplAKVrrBKVxg4LRBkOKCrmAFBR4sQpCFIExKPFLhlRGDbkVilxErEd1iTErsEZ68lW8+2h/spDuZGIaIPBaFE3CeMHhmvK0pPUZ6CriiElZ6IOT2CHYU6VUMkWJgLVCqEldlaGAeS7oSuPfUISQWP0vtNpMbFQp20oKowVTGoGkUOVq9otiMJnmHeuBlh6nJep4LNUDiRO4bm2xJmNagsqNFo9Ug+KNMJ9Oi5Npck06ey9lhkgkAStEKHS9DqkdSnC9rcxP3TMFJISKU3OBGqpHJNc2SCDjkn0sisdXPgwAEOHDhAWloay5cv54ILLsBisbB48WJefPFFysvLeeihh1AUBcMwcDgcfOxjH2POnDkD7mQ3NDTwt7/9jcrKSubOncuVV15JVlbWOLzjxCJlpGA21nlNBmdCC+hjx46haRqFhYXjPZTEoKiEsp2jXo3TLgmG4//RB0IqNU0qNU19feIEWT2OHxkuA5ddkuaSZLhP2eoJCaFwJFrd4VVp7tDo8it4nIl34DhbsKoSI44Tuu5QQB24gK6qtKHSNpKvQAicgEsKXFLikJHndhmJdFtkT8MPearJR9QrWUqsEuz08UXuM7yhfp1h4C2bk3otsYemDCXyW+0+CwoJK4SVpZYgZWo4ZVJW/Ki0S5V8dKpG0Qilr4BOBjIc/44ytV2lyyFH3OkvXmwhWF5poaBD5chUg4OFRr+6kIOFBpqIRJdPZgr8CRpXSLcQGk1DlUShg9Wv4cvs40ttgebZXTTP7uK/Zv6AN954g2PHjvHOO++wceNGpk2bxh133IHVasUwDIQQzJ8/n3Xr1lFUVDRgE36/nzfffJMPPviA7OxsPvGJTzBr1qwxfJPJJZmtvM8mJqyAFkLQ1tbWL7l/wqOOvkBOQaCp0OZP1I9epa1Lpe209DKbRZCbYZCZFolWO2ySKemSnAzBzEI9mpubSAcOqYFItXvTScKiSPTx7kKoqviJiJ+WBK/aIgQ2wI7ALsEqJVlSsFgPcVnIT7lm4T2LPWFpIhmKIHCWnAgOCiuLZZA5QwnoaNeVsR2XHwWbIkfli9UroG1JEtBauwXy4lhAQn6HOqpOf7GiCChuVllcraFJhS2zwtQP4vgRssGOsuSI3FF1JEwQ2dUeFBTap3kHfT0vL49bbrkFIQT79+/n7bffprq6mu3bt7Nu3Tq2bdvGHXfcMWgkWQjBjh07eOONNzAMg8suu4xzzz0XTZtcF95mCkdimLAC+vjx40gpo92FJgOKx43hGN2OOiUjUrjX0pXcHT6kq9S2qNS29I9WZ7gj0epMdyRyHRpBJHxYzpJ9WVPAP94COonoaqRRiK/PfeRq4Ihm5cqQj5mGTpmh06GolGsWKjUr54QDWKREV5RocoJKJNrtVVU2W+yDpn9YiIj1k2fNnRCVVqkyRRGUqCEqhIVUSOUQ0QzckRNGQUqwj1KID0mc68zyKjh0hfrMJApoCVM7FBbWWPAEIKyBashBxXMyERK8ui3mjoTJwOrVyD2WjlAlnVOHL2hUVZXFixczY8YMfv7zn9Pc3MyGDRs4//zzB52/urqav/3tb9TV1bF06VIuvfTSfkWEkwkzhSMxTFgBvXPnTiD2/OeJgPS4Ri0QewsIG9vG44pZpcOr0uEFp02wblGgx386MQhN4WzZl1UFgpNYQA9FQFX5s8PDTD3EHD1MthSs0EOs0EOnAqeDtLbOMwTTDX3Q9I95aghFgRMpYus2FuzRHVxs9bHGEuAcCW1SZa9up34U6RMjI5L240GQg0HLKIW8RCGEkrQUDjWkEDY0rDE6cRS0qwQtklZPcsaT6VVYVK2R063SmCb4oMxgWrPC7EYLHj90jz7jLy7GOx2vZGsuioTKlc0xXxP2iuDBGqhIKWltbeWdd95hz549FBQU8JnPfIbp06cnctgphxmBTgwTVkBXVVXhcDjweGJrVzsRCgiNtNHnK56pgHCs6HXgaE1gJPxs8H+GiNsGxNGFkMnX3vy4xcZxiw2EoFgYFBthDllsNA6RGz07HOIcPchlIT81qsb7Vgf+nmh0mRZGl1AjJ9mHNAyNWHgm7GGOGqZUDZOtCC60+nkxrPWL+seOwEFECLsRuJC4FIGdSEGqXenJiyeSB9+3bVNfU6FcObrb/xZkNKc+GWhBBV2PUUBLmNGs0pAhknJhX9KksrRSo8sheW92mMb0iLezPV0yuzGSOtLtHFvbPH/YikBBHacmPUKTaGEIuYZupnO6H3QoFImYBwIBICKkKyoqqKio4MSJE3R0dOByubj22mtZvnz5pLHEHQ4zAp0YJqSADoVCeL1eysrKxnsoiUPT0F2jP8GPtIAw0WS4I0VbiYxAny24LBJFgYAR+2enu5I4oPFEValUVSotw+8bR602qjULl4f8TBMG04Je2hWVbdKBM2p5ljquFGOBQOWQsHNI2MlA5yqrj/MtPj7QI5+JE4EDiUOR2BHYFImNiEjtFcIagwvhXvr5kBNxXAn0RIlDsscGUSr4pUqJGkYbpfCarURM8E6kwMVQYVskfaMy0d7PEhbUasyp1yjPM9g73egn0JvTIzZ0WQlsUBUPQiqoI2x3PlpOLm6jZFsu+YczOLm0LaZl3n//fQDa29v55S9/SWtrKwD5+fnMmzeP0tJSSkpKsNtTo+B2LJBxRKBNAT00E1JA79q1C4DFixeP70ASiaph2Ed3cld7CghbE1ZAOHI8zogN21AWdyNBWMf/fY0FHmvkhOxLgQuhiURAVXnR4SZL6KwOBcmTgsvwcUJYKFV1rrV4eUkfgX/XJKADC61SYYoquMI20MtXylO1hb1COIhCuEcIB1AI9ghhHwrdqHjpacoT4+epSFigjNx8TkMyTwlxQlrxJ+s7lBAKWnHaz5DnK2FOnUZjmqAlLXFiUhWwvEJjeqvG3mk6x/PFgLQ+oYJQIH0cjvNhQyVgWPFYEm4iGBOutkgali8rtu0Hg0G2bNlCfn4+hmFQWlrKpZdeSklJCS7XZI06nBnJqYvfWOY1GZwJKaD3798PwKJFi2KafyKkbyhp7lE3CcnuKSBMZNrESHFYJaE4UhBi4WxJ4XD1CGjvOKfhTFTaVAt/d1go00OsCwdJVwRNUiVPFeRh0HgWCmiAjbqL620R54I6oXFI2vARaYwzFs1lfKjYlEiEWx9BEkaZEsaG5OAouxkOhyLA6LZA+vDz5XUqZPpV3p0TX9OV4bDqcO4xC1leha1lYU5mDy1dAlaJMzQ+F9jesG3cBHRmjRuhStqnDd/QpTeNY+vWrYTDYT7+8Y+Tnn6GL/UsIlLQa9rYjZYJeSapr68nPT0di2VC6v9BES7HqAsIczMiaRPjU0DYF4FFA38gcTve2SKeAZyWyImzewSetCanKLfYOInGFEWQp0YuShzK2LdaThUCaGwMOwlJKFANXAg6sYxZZ8bOnp04j6HzV4dCRTJfCVIprXSP92lLwtw6jVa3oDlB0WdXEC44ZCUtoLBpjj6seAbodkgsvb1yxpiwMX7nF6n03CeJ4ScQCoXYsmULmZmZbN++nVdffZW6urqkj3Ei0JsDHevDZHAm3Bm6vb2dUChEcXHxeA8loYRzRn87Kd0VaVwy3gWEbkckX7LDl7hxSFVBnCVtvJ1az/cYowuH1CIPk4G8qbp5Jexil25DSihW4xdvk4laaeW5sAchYYkawjaGCqwNlSapsVANEe+N4RIljFuRHJDJd1KxdFiGFQ1TuhWmdKscLjBGHfRwBWBhtcZFB6xoEt6ZF6Y1BlHe7pYoKGQM7+SWFEKGhj5OEY1ARghFKBTuzkINDj8Gvz/y4Xi9Xnbt2sX777/Pjh07xmKYKU+vC0esD5PBmXAh3Hjbd08ING3U6RuQOgWEvVZ6bYksIBz/tzVm2DXZIy9ivMVmAWEzM9WGoh0L7cLCXC1MrmpEknzPalSOCSuz1TA3qN3sFnYOMRYFVAr7hJ2LNR9TMaiP8fSjIFmgBKmSFjrHoJOkcto1lisAeR0qU7oV0gMKaX4FXZVYdAWrLgnHexbt8XUubdTI71QJaZLKHMHRqQahGGsjG9MFc+siThwd7rENQ0dF1Tgck9um+UhrcJHe4MTutXBibdOQ82ZkZPCNb3wj+vyhhx5CiLP3DlRfpIwjB9o8tQzJhBPQR44cQVVVZsyYEdP8EyL/2eFAd47uxJBKBYTpSXDgOJtSOKxqpADTJLE0CI1iVceJSF4R2gRhh3BSjZXzVR/L1CAWIdlH8ntR16PRLFUWqUHqhUYsKqxYCZOmSDYZIxH5ggwEUzDIUgRpCFxKpLHOFuHo8cUWZBPJj89SDDwhgXuPBasOmiSaKyqRCAVUFASS1RUWJJI2t6QhQ9CQIWl3ySHfki0c6SRY2qThCim0uQQ7SnRqsgXx1lq3uMfPiUNKBZ9uw2Yb+/C3PzvE4ctPUrIlF0enlcwqF+0zBs+HPt3OTlVVU0D3YNrYJYYJJ6BbW1uZMmXKeA8jocjMtFFfzU9JoQLCXgeORGYInS0tvAGsKuimgE445YaNEk2nTA2xXyRfLKY6jVh4QXj4sNrNfDXEvjH5TBT2CzsXav6egs7hT0GZGKxUAlRJC20Dos8Rb+pMDDIReJSIR7VbkTgQ9PZf7Gu/J2XkBoQGXKD6UXoupXrn6Y3MhQ0Fn13gt0m6HNDiETSlS/Q+w3WEIhHgvE6VWQ0a808qBCySdnfP/aMeLa3IyKNX7NZkC07kieh8I0IFQ4W0BNaZxIqQYIxzQ5WTC9so2ZrL1EOZZNa6qVrZgrANL45VVUWa4VTAFNCJYkIJ6IqKCoQQk6p9N4Cwjf5ryEmZAkKwW1MjlWSiYlElAcP8/BKNt+eCzjFOHrapiI5KEAXHGJpVncRCa08U+g0x9LEvDYMNWsQ1xCokV6jd2JHY+vhTn+5N3SuQQyh4UeiWKp1CpQ2NZjQCPb+Bj6mdqEAnKl1SoU1EXm9CQygq4bk+0tOGd3oI2KAyV1CZK1AEZHsV8jtU0v2RjqlCAalECt8kUJ8pqMwR8ad8DLV9q8QxTsfZ7rCNKQ7vuGwbIJSmc+TiOqbtysbT7GD221NpmNs+ZDQazAh0X4RUUJLUifD+++/nueee49ChQzidTtauXcuPfvSjYXXbQw89xOOPP86+ffsAWLlyJT/84Q8555xzovPccccdPPbYY/2Wu/LKK3n55ZfjGl8imVACevv27cAky39WVMJZo4/8pEoBIT2pJL4EO3AMc56ddKgKhOIQ0MKmDOxvbTIAL5HIfpkaZp9hJ3g2p3H0+blYYUS2ciMnkgu9XvOTi07TIKehIsKs106lCExVjGizllCPR7VfKnilSpdU6UCjHZVQjN9piIg9199EbJ1sz4RUoSVN0pI2dgn2XQ6JO6iMS38gIZVx7UgIgAo1K1pxN9kp2pPN1EOZaLpKS1n34LObAjpKMnOg3377be666y5Wr16Nrut861vf4oorruDAgQO43e5Bl3nrrbe49dZbWbt2LQ6Hgx/96EdcccUV7N+/n6Kiouh8V111FY888kj0+Xg3v5lQsqSyshKbzUZGRkZM80+E/GdsVoRt9Ee/VCkgTHdFuuh1JtCBA0AO1gZtkqIQuwMHgO5M3lgmFyrvhp1caPVzqcXLX/W08R5QSmBB4h3jirDanlPPeaqfvwgPBgoWJC4E85UQZWqYRqlyTNhowBKNHCeKICruYRxI9C4rpPjPo80tKehQmOKFljEeq25ohAwNhzb+rjbe3CDe7CBpTQ4CnqF9uRVFMQV0DxEBHWsKR3zrPj0i/Oijj5KXl8f27dtZv379oMv8/ve/7/f817/+Nc8++yyvv/46t912W3S63W5n6tSp8Q0oiUwYAa3rOl1dXZPOvk5xu0bdYS+VCgjdjsgBqnSqTkm+TlBX8AcUOnwqrV1qjzNHfCdDqY5Pxfd4YFUjueyBcb+TMDmpx8oJEaZM05mjBjkizp72vYPhRKAB/jGv0lVoFio5quBDajcKEnvPPh6SkQK/SLvu5Oz4PqmQPtSqJShnsEhLBRrSBQtOQl6nSkva2AtDXWowAk/vRONstZHW5CDk0vHm9W/w0reQ0IxAn2IkOdCdnZ39ptvt9pgiwB0dHQBkZ2fHPD6fz0c4HB6wzFtvvUVeXh5ZWVlccskl/OAHPxjXmrgJI6D37NkDxN59cKIgnaM/gUcLCDvHP/+5rjUyhux0A49D4rBJstIk2emC0qk9OYoCQmEFb0Ch3avR0qnS7VcYSlhLLZJLeDYQbeOd4C6OJqfYajgoUbspU8NnvYBeq0ZyRnclsbvfULShkYOgRlroRsUnVbxSoQONcJKvmLtQKVAM7IhBU3mUOO4AjRcdrogTR+Y4OHEIOb4dCXux+FRmbM8BBaqXtQw7rymgT9HTjibmeQGmT5/eb/o999zDvffeO+yyQgjuvvtu1q1bF5d2++d//mcKCwu57LLLotOuuuoqPvKRj1BaWsrx48f51re+xYYNG9i8eTOaNj7aZ8II6N7k8mXLlsU0/4RI3wD0zNHff48WELaPv4AGlbpWlbrWvoamArcjMs4Md0RY26wSp12S+/+z9+ZRkp3lff/nfe9Se/W+TM++abSMZrSMJLShHSFAgI3BYMdgwHHOCeSQkMQnJHGAbIAT2+DYx/wc2wgSyzIYIwhgQBIIoQVpRtJIMxppNPve0/tS613e9/fHrerpnumlqru6q6q7PufUme6aW/e+feve+37vc5/n+zQrtq4OhLXnQ84RpHKCkZTB4KhBboV144uZRQG9sv7upUUypiVJUWzltjL3dRMeHSgGkQxXYSpIF6Lex7U1bR70YjJa2HYbPmen+f7NcYHrG1hGDZuGS/AkxKvgxAHVd+LAg02/7EJoOHXdIG589u9KSonv1/D3uYTMJwJ96tSpKe3QS4k+f+ITn2D//v08/fTTJY/ti1/8Io888ghPPvkk4fCF+rAPfvCDEz9fffXV7Nixg82bN/Pkk09yzz33lLz+SlI3Avrs2bPE4/Fl1b4bw6hI/nPtFBDOhCSdg3ROEpQsFVG0xBWtCUUypoiGNNGwJh7RrGpVgBv8XT5kfEnKEQznTfpz5rIVmNFCG+90qfnsAlSJzRcaXKBfGzTLwAYtV+3BVImbZfCXP6sW3gV1PowXhGsCf8kF9FDBEq8Fn7NcegIJVR8tjLN2oZCwCuQ8E09LTFGdqO7qfa1IT9C7bZR0+8yR8GIaRyMCPYl5hKCTyeQUAT0Xn/zkJ/n+97/PU089xZo1a0r6zP/8n/+TL37xizz++OPs2LFj1mU3bdpEe3s7hw8fbgjo2RgbGyOfz7Nly5ZqD6WiCMtacAMVqJ0CwvKRDKckwxcVTUupaEsoWhI+yagiEtY02YqWEKxN+EA+SAUptLvOeoK0Kxl1JEN5gzGn/DzrWiFSiECnSoy8awF+uOHAUS5uQRyZ1XQRqBISxQ4jTzOKc9qYsPdbakYL241X4TsYQaI1wVOIOj4ExsOaRE4gFWU3Y1ko1exI2H44HuQ9xzxG1s9tp6e1ZmBggPb29iUYXR1QRgS63PxJrTX/4l/8C77zne/w5JNPsnHjxpI+9wd/8Af8t//23/jxj39cktPa6dOnGRwcZNWqVWWNr5LUhYAu2tdde+21VR5JZdGtTQtu4T1RQJipRwE9PUpJ+kcl/aMmWoITlyhT8K7144y7gv6sScJSRExFyNC0hDRt4QuRBa2DHD1XCfK+IOMJxl3JaN5gKG/gVPvR4yyEDR2Mv05vAOqF4oPclSKgLRQbpcta6dImFFJAXsMzunoWLuMItIZYFUSsKhiwxWfYtvQgPRbGbp3eEq0WaEoHBYQCQfcwnF3iWipfLV1HwsS5CO3H4ihDIz1BKG3h2YrjN/SV9PlTp05x/vx57rvvvkUeaX2wmDZ2n/jEJ3j44Yf57ne/SyKRoLe3Fwhaq0ciwfXmwx/+MKtXr+YLX/gCAF/60pf4T//pP/Hwww+zYcOGic/E43Hi8TipVIrPf/7zvO9976O7u5sjR47we7/3e2zZsoX777+/vAFWkLoQ0AcPHkQIUfKdTL2gzYWLpPbm2ulAuCgI0IYgbAR/50DO5MDwpb7ZplC0hn1abEXC9olamrChiNuapA2rhA8EFkfF6LWrBDk/iF6nChHssbxBTkG1Iti2oWcx12pQKYpFalcaeZ716+IyOC+ukTk2GQ4WQdMRrWFMS/Z7NieFXWV3m0DERqoUBfaAyEwb1qBrvJDwhqMmhQdWtKQlZ9uW/srhqsWfd6IDNqv3tUz8LhB4ls/h23pLVjC7d++mtbWVTZs2LdIo64vF7ET453/+5wDceeedU97/2te+xm//9m8DcPLkSaSUUz7jOA6/9mu/NuUzxUJFwzB49dVX+frXv87IyAg9PT287W1v47/8l/9SVS/oupg5BgYGaG1tnbLDZ6NeCgjdtoXnHrYla6mAcPFoCwd2SSMz2Et5WtKXlfRNGwxRJCxFS0iRtBVxSxE2guh1k61pttUl7X4VBbeQYhTblaQ9ybgjGXUMsj4shsi2ZLENeoPF5LCy2Koc1kqfdt9joD4uhWVhothmOHjAKWVwUtmc1sUeftSENaQCqtVUfc4OjDWeA326VXH5ueC4bclIqMKtd9a1FvULDI2ZrN4XWJkdvrWXzc91oTUcubV08WzmJQcOHOC+++5DrKB+ArOiRenH9zxSOObiySefnPL78ePHZ10+Eonw4x//uKxxLAU1P2sopfB9f/lVz4ZC+KGFi95krNYLCBeGMoK2uM2hYHIYzM7nkJWMu5LxGTz2JYGwTto+CUsTtRQRQ2MbmrChiZma1tClIlsDnroQyc56krRbENmuQcYL1l4OltR4ZUS+lBXY/DWYHjmDTa1C8pgX41esFNeYOR73KtORrpa4QjoIAc84EXqnKZSrBTwEVpXSaLIIYrNs2xg2oWMJB1Qmb6xSbDunEYiqFRL6WlSukNCDZH+ERF+Y8KiNlTcm2k27IQ8ESCUZ68qg7NJX23w6hodXsoPXSmAxUzhWEjUvoKWUXHPNNezdu5ennnpqxk429Yaw7QU3UAGI2JpcXRYQlkYxRzxhBTcKuUXIX1ZIRhzJiDPz6SBRJGxFUyGCHTMVYTMQ2bahicwhsj0lJqLZOU+SKRQ+jruSlHfBA9sQkCunjbcl0EbjCjcjs+wap2Bn11olF4HFZq0MXGyytRBqngEXZo8CLyIpLekQChOFN50XdK17scvg8BaAXaV+Jp5vzLuQ0EoZNPVGiQ2GCKUtpCcQCDQaZWhycZdMa55EbwTTlXhRhW8ookNlPLJXgYAe7clOsURb8czHCLrBJdS8gAZ48MEHOXjwIE8++STXXHPNrFYq9ZK+oZPT94Qvh2IBYWoZFRDORNRUeFU8kRVBjvSoM/tSSSuIZifsCyI7JDWm1IRMTRMgxNSnKcU7fKVBisAL+vZV6UBwe4J8wWkk40kybiC+G0WGleGsMrnCdGhn+aVxHFQ2u4w8b7cy/NCNMc7URxVCVz9LIT9HFHgxGdUGQnq0ouibTkDroKBZytq+wVJopAbTA68Kh3DOt7Dl7E+IzYwkeT5CdChEOGVhOheiyxqNF1JkmvOkOnKXRJiFL2g9HcceN0m350icjxDrC13SdXA6En1hrLzB8NraLQatBouZA72SqIsZQ0rJBz/4Qb72ta/xf//v/+Wf//N/Xu0hLRg/VsYzqBkoFhAOLtcCQsAvPHm2DY1TRmS2OkjGXMmYC8zirGSKICc7bimiliJqBqkiQSRbIYCEfUEiT5e2V4xu+xq8LLhC4CDIC0FOCDJCkEaQFgZjUpIBVIk1BCuJQ8rmcu2w2XAYWGbFhEdUiBFlcK+VYZvhsMevnuPGTGS1KBzfS9/QZriwvRZ8+qaZCo2MIJu3iEWq221vVgS4EkK+oGtMcKZ1aW9GlIa8b06x95e5QCzHh0KExi3MvIGcJJaVqcklXLJNDmNdWbLNzqxf/fDaNK2n47ScitG3ZYzE+Qjr9rYzsjpN39YxfHvmG5yWU3EyzXnyieq3HK85GpHlBVM3M8a6deu48sorOXDgAL/85S95y1veUu0hzR/TxGlZeOVoe6GAsH+ZFhBqycSjQVPAyDLJ8/a0ZNiRDM8azS6iiJpBVDpi+kQKYjtUENymEUS3I1oTK0SiprvNKD6x+34oyqhcnsfLfMgg8YBOscxqLAoMYuID3aI2BUQGiRB+VRraDBci8vXsBS104AUdSgvaxiVnWpf2OJY+NJ0NsSplERm1sPImQjElFcOJuWSaHFIduaDhSZmXcSfhoaQiPhjm/JWj9G0do/NQkkRvhHhfhL6to4yuzlxy4QuNm8SGQ5zeMVS5P3iZ0IhAV4a6EdAA73vf+zhy5AiPPfYYO3bsIBqtTgetBWMYaLnwg3K5FxAiQMsLFnbjK6ytd4Ak4xVbe196uubaBbmOqbO/VIoEmrhSxLUiiqbb92nXiojSjK7E3TgLo8s4D1oSPNGo1SlwvNBSuxmf3iWOQDuFZirxWdwrlF+7J0skFwjVkZiiNa1pXuxUPgWdY9A9atCaEsTzAmOSWNZS40Y8sslALI+35yqmMHJxl8iYDQqG1qdoORPDDXl4YUXPgRY6DyXxbYVnK/ouGyXX5NJyKoZn+4x3BtZMxY6EDWjkQFeIuhLQUkre97738fDDD/N//+//5Xd/93en/H+95D/TlECbC7/YhZd7AaEMHDguWNg1IqcX40/zIENJyShMiTRfS452T5GuwI3bciOtJW1CUY00gsXmWiOPIeDV6Q6UGuBCO29FbxW27zOzD7XQ4I6GIL74jULmQ2sqOJdHoxrHhGgFnTikD12jgs4xSUtGEM0LLD8Qy5PxpGYo5tN/5SCyaQabowow3pUjOhYi0RdmvDvH+ctGWbu3jZPXDjC8Jk1sKIThSmIDIbrfaObkdQM0nYsyuD613E7pClHObXVjzpiJuhLQAFu3bmXLli0cPnyYl19+uT67E1oL3+3FAsLxFVBAeMHCriGg50u4UKmYblwMLyGtJUIEIm58Wc22ik3SJasFJ8rx/VpCxgppFNUqJHRm84IuJ0pXBZqzwbk8HFNkQpLm9PzO7XAeVo1I2scFTVlB2BEY+oJYVmjyFoxGNK0pMBB4UiMVGAo6xw3ad3dw9ObzuLHFSSEZWZui81CSprNRxrtzQTpIa46ug00cvaWPbEuQDxcbCLHupXZ6XmtBKMHImrnbfK9IVmAE2vM8nnzySY4cOcJv/MZvkEgkOHv2LMlkknh8fjamdSegAX7913+dP/iDP+AHP/gBV1xxRd3Z07itC089WfYdCAHfWnwLu5VCWGs0jULC6SjKjuXmbNKNjyHgsFebHtAAGahaO2+AHIKmWTYsargbYVMmSJ1IhQriNi0JO5Cb6V5JQcd40P67JS1pygQpGJILBX6+hKytGY1qBuKa3hYVrE/BA69YSOBIp8++df7EOtcOSa47brDpuU6O3HIeL1r5dChlgm8pIiOFP07A+W2jbHyuk5ZTMYbXB0I53ZYnm3RI9EUY68rghaeOpZHGUWCFCegTJ07w9re/nZMnT5LP57nvvvtIJBJ86UtfIp/P89WvfnVe661LAW2aJu9973v51re+xd/+7d/y0Y9+tNpDKh3LxosuXPS2Ny3/DoSF9MiqW9gtB+yCgG5wKQkRnEvLLVa11XDQOnAamZbiJLqC23lntKBlFhcQa0Si1tSmlV0sL/AkIGEgodg4YNA5KjnZoYhloXtU0poqRJXdC/nKEIhlAE/C8TafvqSiL6kpduaO5OCtBy2uOmMED/s1SA2vrfY5vGrSvpBwql1hhlx2HAyz8flODt3RO++0CTMnCY/ZpDovLSnNNDsk+sNIR6JsRT7hMbImQ8eRJGPdWfyQAgEDm8dY+3I7Q+uW2xldQRaxE2Et8qlPfYpdu3bxyiuv0NbWNvH+r/zKr/BP/+k/nfd661JAA1x55ZWsX7+eEydO8Nprr3HVVVdVe0glIUyjIvnPyahCaXCXawEhTEzsIUOTr3kLu6VHS0ruyFUIIjWYhogoyonlcy7dYGTokT5pLXBq/O/ygVCVbu/GtMEa6RNHM61TcA3fdYZdQToUDPB8k0aj2XnS4NoTxhSh7AvI2ZrxsGYwrjnfpBiPwjtetlASXl1/adrFbW+ahF1IhwpPrgT0JRWHuxR3HDB5s9vn3CTLvNPNgq7NKbqPJLjsZ6twIx5jnVkGN5WXg9x8Jkb7kQSH7ugNBPEkRlanSfZHaDkdDdYL9G8eI3E+zOZnuhjYNM7QuhSpjjyH3tqLF16ezjqVYKV1IvzFL37Bs88+i21PnTA3bNjAmTNn5r3euhXQAL/xG7/BH/zBH/Doo4/yr+/442oPpyR0S7IiDhxhW5NfzgWEBqjCjYYhii4UDSajDfDt0q5uFprGdDI9RReOOD4pqvlER2EBURQxNBGpiKAJC00IRUhoLMBEY4rgXwl4wOMTjVIU95oZ2qViTAl+5C28YdNi4yGoVob2aEHdtc7w3QtfkHdNIqGSPCeXFKkhZxUiySaMhTUhT5AKa4ajPv1Niv7EhSd5F5MJaZLZqXNI2yhcc9Ik5kiOtfu8smHqVaNtHFoykpuOStzjmuPtPq+vUSgpOL8xTdeROIYvEWmLzqM27ceSnLixj1xTaTaKVjYQ/8nzEYYviiCn2/NoNInzkQkB7YcUR2/po+NIgs43k7ScinHuyhEybTXs3V0LrLAUDqUUvn/pDHj69GkSicS811vXAtq2bd71rnfx3e9+l8sfbOeN7w5Ue0hzoqILnypWUgHhyrawqxyG1niNAsJpOeTbbDI8bjKznFfmRH16cW8Joae8FzReD8SrvPjnwrJFC3Oj8P+GuLDsxeu6sJ2Zx1hsnKMJniR4CHJa4CJoEYq3W2n+0Y2x1XBol4ozvsEv/Aj1EFV3EMSq9Hyk2EylGcXJaf5fupDPWTUnoIsZJXLS4/WfbS/P63s0omnKCGwXHAtuPGSwquBxea7J55V1lwoOo/DWSEQRywu29pls7tMMJBWjq2MIBAMbxunfMsaWX3Rj5Q18s3QFZmUDSZKYRkAjwYl4hNJTc/r9kKL3ylGG1qVZdaCZ1ftagjSSGc6nRh40Ky6F421vextf/vKX+Yu/CL53IQSpVIrPfvazvOMd75j3eutaQANcc8017N69G63P0LQuxOjJGr7zFBKnuQINVFZAAWExSt+wsKsMBlBBl6tlxTAmWkOHVHTI0oXSdI829UU/Txa9CoGrBX7hZ58gfcHTAg/wEXgI8lqQRZBVMugmicSbRQj34HK7leXtVpphHXgb/8Kv/chzkRww/xjQwhgteEEn6qyZyo1Hguvhibb533gMxjXrBwUdo4KYI1g1KhmNaJ7e5s3YEtzygovIoS6fM+2a1UOCK84YdIxJOseCb3G0JwMStAx26KbnOvFCiuE1KYbWp4kNhHAjPs403QGtnIEb8okO25g5eUkRYLo9T+spi9CoSf6iqLYT9+jbMsaGPR2Exyxyi2irV+8IHbxKXbbe+cM//EPuv/9+rrzySnK5HL/xG7/BoUOHaG9v52//9m/nvd66F9AAj/7+C+z63dVc9s52dv9/Z2o32dO20ObCI0LFAsLzy7iAUBnBjW/Dwq4yGASRvgbTk9KCGJqfuRFyCPTEa6oIhqIYrh3XjrNY/MKD28wsHVLVXc5iVktE1Xy4JYrZXUBUjd28d45C16hkJKo51TH/ye58U/DZTf0GrWlB3oQnr/Bm/QqsgiuJX9glZ1o1Z1o9ojm49rQkpn2ceCBsey8fofVEHCtrYOVMug4103G4CakD95DhNWnOXz56YXsazJzBwOYxOo4kgyj0+qlR6KG1KVpOxWg5Fae3aeSS8WWbHXxTEe8PNwT0bKywFI41a9bwyiuv8Mgjj/Dqq6+SSqX4+Mc/zm/+5m8SiUTmvd5lIaB9R3P8qRE23dXCZW9v480fDlZ7SNMiohGUVbkCQm8F5AU3LOxmxg+JksMDAnBmyxFY4bzohbnDynKLleO7box6SH2YzFlt8UNX8oCVLmvkQlf/CW1GS4Rk5kK+RcaDmb2gATlqQufSjWdWFNxwxEILeG7rwtqz5+3A47ktLfGF5ueXu3Me9msHJZqgIHEymTDsvtxlfXJ4YhXpjjzpjvzEuNuOxmk/ngAtEAhaT8fJx11G1mUAMPMSqQX5hEeqLRfkQV8koN24j5aa2NAMT3IlpNpzxAfCDGwZL3eXrBxWWAoHBO5t/+Sf/JPKrrOia6si519N0XV1jNYtERI9NuNnaytnDUBHKtMNLGxr8s7yOKhnonij0bCwmxllU5oFmQoiTbmGgJ6RXiz2+z7bDYd7zQyPe/Mz1q8mKQwUkKuzCS9VOIiTqKoUcc7aTKWGkB7c+YaJpQSvrPVwKmDvnbM0YReeutwlO0c7hdUDgta0YCChSE8TtPN8A8c3CBvTCHsJg1tSDG5KsemZTkJZCyU0Y92ZiUWsXCBH3LDHWHeW1ftbMXPGJW4auYRLZNS+9IGFgthgCCtnEBmzMTMGXnT60ukVnwe9wiLQ3/jGN2b9/w9/+MPzWu+yEdAAB77Tz66P97DtwXb2/H9nqz2cS/Ca5v+ooIiUhQLCbH1NkuVS1AANC7uFEyPQ2Q0BPTuvqTAtwmeN4XO7ka6rPGIAE4UJ9M5ku1CjFLsRJlFU46qdQRCfrZmKL9BaIKqQDNoxCpv6DISGznGJ0HCy1edYV2XyFH9+hYcvmTHnuUg0B9cfN/ElPLd5Zj8fTxsEMf0ZkDDWnaHjWBN9W0en2HB6IR+NJjoUYnR1BiU1yd4IQxumPpcY684SHQ3RfCYKGhL9YULjNqYjp7Qaj4xZjM8goFc8K0xAf+pTn5ryu+u6ZDIZbNsmGo3OW0DX15V2Gt7e+jsTP3sZxcnnRrHCBpvva63iqKbBsnGTCw8ZdCRXQAGhcaGIsGFht3BiOphss40c6Dl52o/RrySrDZ/rjGy1h1MWa6SHEHBW11dcpGglFxPVKV4ptnI3ZyiesdICZy6FuQhEc3DzIYvuUUnXmCRnavZs8nhpU+VEYd6eWzxLBXe+biGAZ7a6qBmWVxrS7twuU/GBIJCUbZr6lNiN+Iz2ZGg/lkCLIBUj2Xtp0Gl4dRqNZtXrLax6o4XYYBipgkYrfVtG6d80hhaaTEvtPYWuGXSZrzpneHh4yiuVSnHw4EFuu+22RhHhZM7uGafzyhgdV0Tp3TtOur9GCgmkQBsLFzBtxQLC4WUsoIVAS4gULeychoBeCM2FFI7rPIftnoMvAtcHF4ErBC5BfnROCPIE/2aQZCVkkTgAK6gF+BNelHdbabZIl71+qGaKBefCKMx0qs5ulJyCE0a1rOxGC1HTFhT9tfJdK7j9YCBan7rcZThK1cJdNxwxsHzYv8ZneA67FF9JFKLQX/JSVu9tITJuM96eJddy6dw8sGmcpnNRWk7GGO/KsnpfK1bGwJ0cSTZhaF0KK2cw3pVjrCM7Rcmsf76ddFv+kkYsDSaxAnOgL2br1q188Ytf5J/8k3/CG2+8Ma91LDsBDXDgO31c99s9XP6eDl78yxpJ5WhOVkRATxQQ+jVyoV9EWosWds7yvVlYCN4cOYtFrEIEOk8grkytsSn4FxfmudmOTD3p36JXgo/AFxSs2AJLNm+SMPeEwBXBzw7gFsS5I4KXS7CsV1hfbQl0yUtemNusLNcZefb4C0+9WgqOKYtdOs9G4XKiaq1J5ocGwkJXJdo1UlCmLfj0TzclKshmbEJL6Opw/TGDiCs42O0xXKV0/E3nJW3jgu6Cvd2R7rkFaW62cLaCRF+EfMzl9HVD0y7iRn1GVmdoOx7n6C19KKlIno8wuHFqGkff5WPTft7KGERHQ5y5evr1T2Yl50GvNBu7mTBNk7Nn568R61pAP7D+XyFiMbTngeNCQSg444oze8ZYc2MTG+9s5tiTI9UdKKASJaqdOVhJBYQtDQu7mRGgSqxJDRUOl38MxUjPIFSlUkSBqFZEtCasFWEgpDW21oTQWFpjEnQ1NLTG0hBiUnOQSRfaco/Qi6/R0/kpT/556kugRSDEA5EvLtjOyfkHUJSGTdLlVd/GqWqHwtJQSLII2qRPvbWd9AC7Ss+Kh4o52DNY2QkFKmtC09KNqXs0SNl4fU31oqhXnjEwVWA59/zm0hw/lBYzFhJGRm0EgtGuzDSfvMDApnGazkRpPhMj1ZEjeTbK8Jo0ypr7+Gg6G8U3FOOduZLGu2JZxBzoL3zhC/zDP/wDb7zxBpFIhFtuuYUvfelLbNu2bdbPfetb3+L3f//3OX78OFu3buVLX/rSlCYnWms++9nP8r//9/9mZGSEW2+9lT//8z9n69atc47pe9/73tQ/SWvOnTvHn/7pn3LrrbeW9wdOoq4FNIYEQyIsEyJh8BUohXZcTr2QpuPyGF074px7JUVueGGWPwvFS1SgA+EKKyCMNyzsKkK4YAw8W0avkpIUkKrEc2IVFLOFABtFSEGIQIjbBC+pL3Tpk1D4fXJ3P5D6Qle/Yme/KZ38dPHzOoioUBTuetLPlK/mJyGA91hpXvDDnFC1H9U9rww2SI8oikytpCOUQNDOuzoCuphCkqixBgKeUb3QX/somEowEFe8ucqb06GjiK8EjjKnFdCxgeCOP92eR3rQfriJgQ3jqIuapXhhn5G1adqOxzl79TCrXw2z+Zku+raOBU1aZjqfNTSdizLelUVXcd+tdH7+85/ziU98ghtuuAHP8/j3//7f87a3vY0DBw4Qi01fmP3ss8/yoQ99iC984Qu8613v4uGHH+a9730vL730Etu3bwfgD/7gD/iTP/kTvv71r7Nx40Z+//d/n/vvv58DBw4QDs9+gL73ve+d8rsQgo6ODu6++27+8A//cN5/a30L6IuZLKiB1x/LsPNXE1z5K5289PXzME0v9CUhFMK3Fz6ZdTQVCgjHaj8atiAKF8iGhV1lCGkdRGSXKk1Cyon0jDSyqqXKZkogFnDad+Nym5XlLUaOq2QeH8ELXpjhGr10HvJtNhoe1xlZnq4jFxEHQaKK1Uo+EJmlmYrILv5B3DYO4bxgNBrcAKoqxkmuOGei0bywuXy7vLxvwjSfCY8Fb3a/3kwoZSG1IDZkc+yW/kuWHdg4TvPpKOFRiyO3nqfzzSZ6Xmuh+UyU3stHyScvSqdR0HIyhp01OXflcHkDXoFc/MRwrmXL4Uc/+tGU3x966CE6Ozt58cUXeetb3zrtZ77yla/w9re/nX/7b/8tAP/lv/wXHnvsMf70T/+Ur371q2it+fKXv8x//I//kfe85z1AYE3X1dXFo48+ygc/+MFZx6TU4twc10+IYh7kUtD7hkMoYbDujjZEIoGIxcCywVg6ESpsG2UtfFe3JVdAAaEEv5DCETI0TsPCbsFYBQHdoHx6sXjUjTOgJTGhaRaKK418tYc1I0OYDCvJaumzihopoC6BnBZVnYwcBKFZzhIzI9GLWExlenDbQYsbjlvcc8DCUFCtMhepoDUlGA/reXlN52fIgx5an8KJeITHLZSpyMUdwimb1S+30nQ6Qqw/RHjUwsoYaEMzvDZN64k4WsLZHcOc2NWP4Uo2/rKDrtebkK4AD9a90M62J3rofrMZgExrw31jTopFhKW+gLGxsSmvfL606+Do6CgAra0zO6M999xz3HvvvVPeu//++3nuuecAOHbsGL29vVOWaWpq4qabbppYphrUZhilBB7Y9K9LWu7EC3naNlj0bLfpO+SQHy9EqLWm0M4P7fmg/EWLUPvtTQt6jFxkooBwhaQ0NCzsZsYPgR8qTRbb1G53+3rAQ/JEobHKr1ljJGu8quZnXpT3WClutbI86hp4dRAnyRQukBJVFdeTHIKmKt5mbj4feBgf7fDZ1B8ESFLhxT9rLzsrGY4p+ifld2/sC8ZyqHt+86GrJJ6WmBfZEmbaHY7cfn7id+nBlqdWkeyPkOy/tFBXoxEImk9HGdyUItPqcPTmPlpPxWg/nCTZG8Fwg2PFiXqEMhYjq9JlzbUrtpBwHjnQa9eunfL2Zz/7WT73uc/N+lGlFP/yX/5Lbr311olUjOno7e2lq6tryntdXV309vZO/H/xvZmWuZhPf/rTs45tMn/0R39U8rKTqVsBXQ5vPJbh6gdjXPG2GHu/XajmFSJQaIaNKBZj+SoQ1EoFRYkwUZi4IMzKTAgroYBQSwGiYWE3F3pKku/smOiGgK4AVkHazWTRVSs4SF7ww7zFyPE2M80PvdpvTZ4ttPNOoCZ8oZeSjBa0CGjHxSYolFUIThUy9YULjmcSshYnqr92KGin/epan65RQd6ClzcsfsrhlWcDCZC2FQdXKU63KdYPBO26T7XO76rh+QZKizmvT8qEN+86RyhlkuiNkOyNEMpa+FKRS7o4cRfPVqQ6JhUEShhan2asO0vPq63EhkMMrR1neF2Gzc90Md7dKB4siXkI6FOnTpFMJifeDoXmrmL/xCc+wf79+3n66afLH+MCefnll0taTiygwdiKENCZYcX5gw7dl4dYd32Iky/O8OjBkIGghqAoUWvw/MDlw/fBm0chomHgtCy8hfeKKSAsuCY0LOwqh6l1vZky1CS3GEErmhdL9Q+sIieUTYfw2Sxd3m5m+JE3g5FwcSKt8mWlWQTpaeNVEvphNELAfRc1z3E07FUhjjghHMdYHAGtIJYXDMU1SHhsx9IUvJuFzXhCE3EE150wufZEEPUdiKsF3XNlPBvbLqERkYB8wiOfGGdgy3ggps9HSJ6PEDsdxzcVVtakf+so3qSIvBdSjPZkiA2H6LtsjJZTcZTUpFtrN72qlpiPjV0ymZwioOfik5/8JN///vd56qmnWLNmzazLdnd3c/78+SnvnT9/nu7u7on/L763atWqKctcc801067zZz/7WcljnS+1HZaoIMefz+NkFKuusgk3lfhnCwGWiYiEEfEYoikZ5FGHw2CaIEpYjzQmuuothGIB4eByLyAs0LCwqxwGgUdzg/mTwKdb+gxrSe90FVI1yB4/wnFl0iwVD5gZrBp+DtEiFC5UrWlNswgKll/2Q7zgh3jGD/OabyOBG408bxcppL+4Tx7S9tI+2egYC64J+9f4fO86l9d6PEaimt0bXJ6+fP4iXumgoUrZFMT0wJZxjt7Sx9GbzzO0LkWiP0zbsUs7uFg5A8/20QbE+8NkWvMN941SWcROhFprPvnJT/Kd73yHn/70p2zcuHHOz9x888088cQTU9577LHHuPnmmwHYuHEj3d3dU5YZGxvj+eefn1imGpQcgfY8D9Os74D1gZ9k2PmeGFfcF+Xlv0/N/YGLmUj7CCEoRJU9H7RGO26QR6301LSPpviEr/FCKBYQ9i3jAkK44AHdsLCbgzIOKUlgE9Zg/piFWaS6Zpjl87wfBTJskB7vtVK86Ic4WqqB+BISRjNUxXhOnzZYJXzOYTBamBZPAq8qm1tEjnXC432H4MntkKv07iv82ZElrvnsHAs23J8Mos2HehSHeipzk5V2bdrC6fmvYFJk2nQMYkOX7nQra+BGfKQriI7YnN82Oq9Nrcg86EX0gf7EJz7Bww8/zHe/+10SicREjnJTUxORSJDr/uEPf5jVq1fzhS98AYBPfepT3HHHHfzhH/4h73znO3nkkUfYs2cPf/EXwfcihOBf/st/yX/9r/+VrVu3TtjY9fT0XGJRNxN79uzhm9/8JidPnsRxphaa/sM//EN5f2SBkq9YQ0Nzd/ZZKkotILyY3Kji3AGHUEyy4cYKXQVNI4hSxyKIRByRjCNisYkotdeRRFdgXlgpBYTFfdWwsJsdN1G6IJZAoy59YQxjMqAlHULRUmcy+nk/ylNuBAXcYOS530xVrW32dLTgIQUM6uoFB3brYGLfJS/OoZU8q6PsVSFCGu7bb9FWrk5TsHZAsun8zNduX0DIXcKbXAXrBiWOoUkvQqNNX4uKtZRPt+YJpS3M/NT9Z2VNnIhHbDCE0ILxjkb+c6kUUzhKfZXDn//5nzM6Osqdd97JqlWrJl5/93d/N7HMyZMnOXfu3MTvt9xyCw8//DB/8Rd/wc6dO/n7v/97Hn300SmFh7/3e7/Hv/gX/4Lf/d3f5YYbbiCVSvGjH/1oTg9ogEceeYRbbrmF119/ne985zu4rstrr73GT3/6U5qa5t8hqeSQcn9/P52dnfPeUK1wck+etvUWXZfb9B1yyQxXeCIppH1gmQhCjG+IkGuVmBmN9MHKKIQC4WtEGZuOrIgCwgsCOmRo8g0Luxkpx1FLAE4jhWPBPFNwt7jBzPETr0r9lefJOSy+4xrcamTpkT5vs1J8xy09n3ExySBRGrYIl4M6FHiHLzEewU1m8ww3Fm8Qoi8J943nuO2QhSdhOKY42OMzWMwuUNAxDoNxUAa0jsM1J0wSOYEg6OjnSTjZMXUbtgOGXlrf56tPGxhasG/14twMer4xY0fCcsm0BHnN0aEQY6su5FVbWYNss0N8IEwu7uJFGpUeJTPJnq6kZctZtZ5bcT/55JOXvPf+97+f97///TN+RgjBf/7P/5n//J//c1njAfjv//2/88d//Md84hOfIJFI8JWvfIWNGzfyz/7ZP5uSU10uZQno5cKBn6S55lfiXH5flJe+OY9UjhLRkRD5JlGwHAsOwpwyQIOR1xh5MHMaw9VIT4NmWlEtpUJKGFvmBYQIJvLFGxZ2lUEq1RDQFSKHZEBL2oUijk+qDtp7T0Yh+YUf43qybDVcunFrIp87j+RnKsrdMsM1IsczOrpk227B4x6ZoZhld07N/J32uTY/vjLN9rOC9pSkY1zScVCSDgWdMKPOVKFsFq7lQ3HN6Rafq84Y7DxpMBhXU6K+u44H23x13dI92VjfL8kbmuOdi/MkQmlQlXj0CvghRS7uEpssoBVYeQM37NN8OsrImtnbgze4iEVM4ahFjhw5wjvf+U4AbNsmnU4jhOBf/at/xd13383nP//5ea23ZAE9MDAwrw1Umvmmb0wmP64586rDmp0hNt0S5uizi/PoR4XtCeFcpHhN8aICLwp5gk5pQgWiWnpgZTTCD4S18Cd1IBytrwl7vjQs7CpHcZ7ONQR0RXjBC/MOK8PbrTRHlMUrfqhqhW/z5RU/xBbpssPM0+tZCF12kKni9GGSQ7BKeIs6YbfhsUvmcAFHC1YX2lQeVSZD2uDILDcU0oGULXhxsw/42C5cc8Kge0SiBQzFNOebfNpSgqaMZCCheHm9j1PoAJ+3NDccNbn3NYuUrXFNSGYFphaMRBRDl9bJLRqGhr7E4qbxjLshomaQPBYxXKTQNFsZzuWaApu7Msi05on3XXhUb+UNhBaYjsR0DVLtC5vDV1oe9HxcOOqZlpYWxsfHAVi9ejX79+/n6quvZmRkhExm/jdfKzICDXB6b572jSYdWyzOH3RID1b+YpLrjlJKWp82glexgM5pKjQVcEAozeURB62hN22iTBFEq5chyhRoAW0NC7s5KTW4EysUtOYaRYQVYRyTl/wQ24082wyXrdJlnx/i9RoszJsJD8mIljSXk0O2BJzWJlulu6jR/a3CoVUE9SRCBC28n1BRhubh6OpY8MKWQExfyqXvnW3VPB5xueakQfu4BAcytuZkk2L/6qVLPwjnQSDILcLDB0NqLMMnYedZHR1lY3SAqHSIGzmMQnpM1rcZcsp7ypBuzdN6Mo6VMXCjPlbBnSmUMvEsRbapUeVRFiskAr1//362b9/OW9/6Vh577DGuvvpq3v/+9/OpT32Kn/70pzz22GPcc889815/yVeNwcHBZeHEMZkDP05z7fsSXH5vlBf/rsKpHELgh+cXmSrenPshAEEy6qOAodVBtMjMBpFpK60RSmM4wRFeY/Nh2RTTN5obFnazog3woqVd1SKFfLRsIwJdMQ6pEIdUiLXC4WYzx0bp1JWABhgtCOig8x9sxcVDcAy7qmMCiKEWTUAXL5HfUvHCkwNFqbX0whdkMyGsxPwjVukIPLPN5+aD0DkueWK7x5LWhSt46xsmGs2Z5vmLdilAiAtiOWnn6ImM0mJmaLfGsYSPLaZPSTFl+dvNtOTRaKJDIUajGaxsoENCKYt0W24FGfJWiHKKA+tYQO/YsYMbbriB9773vRP51f/hP/wHLMvi2Wef5X3vex//8T/+x3mvv2Q17Ps+r7/+OldfffW8N1ZrOBk4tTfPuuvCbL49zJFfVDCVQwiy7ZU5q6NSk9EiiFQDTsGBId8sECpoiSo8jZkFw9UYeV14v76O/OKNQ6JhYTc3JerhSCECnS3Fs7xBWZzSNjdSn5X/I9pgg/C4z8wQEwpbBH2j4kqxj+o0imkrpFMs5q1e8SywgPyUd+ZG+OC7lTmPBhOarnFBUwaGl7Ae9ZZDBlFXcqjLY7AM8wEpIGK5WIbP6tgIEcNlS7QPS/g0G+XdUHRa4/TlystXUZYmlwzyoEfXZLCyBhpNKG0xsGm8rHU1YMVEoH/+85/zta99jS984Qv8t//233jf+97H7/zO7/Dv/t2/q8j6SxbQGzZsYM+ePVUV0JXIf76Ys/sc2jdZtG+06HvTYfx8ZcK4KhnFiyx8KjBRGMCIP31ERkvwbcAOcqqFFqAviGpZjFT7YObVjIWKtYAqPFKMNCzsKkakcPXLNCLQDSbxprJYp1xahMIHXvNtNkqXq6SDpTUv6UXwNpuFJB4bhMe4FvQuUvR5Jzk2CA9HF8Vz+egKWWWMh4PzMpmVDMeX5oLcMg4d45KBuOK1tdNvUwowpMKUivZImriVZ0N0EEMoVlkjSKFnjCyXiiXn9/l0a57ms1HQ4IWCmy0l9ILzn1ckK0RA33777dx+++38r//1v/jmN7/JQw89xB133MGWLVv4+Mc/zkc+8pGJLofzoeTb6V27dnHy5MlL2i0uBw78OA0att0dq9g6lW2UlP88Fz2mhxDQ65W2Mi0uiGovKnASgnS3JL1KMrbOJNVjkO40yLQbeBGJHxJT7ONqgZChcRoWdhUhVEjhyDRyoBeNetyzCslPvDh/58b5ey/Jq4T5fypGBsFlwsVeYp/oTQTXuWdUhMV4Hh9DcYV0yCL4rorPextyuDKJw6OFFKy28aU7eq46E8TLXtgU+G5LAbbp0xrNsr5pmJu6T3LrqqN8cP0ePrRuN+/tepl7Ww+wJXyejaF+wtJdsHgGaDKyhOZhb5dpzWM6BnbaZGRthjfvOsexW/pQVmUU3gef+92KrKceWEwf6FokFovx0Y9+lJ///Oe8+eabvP/97+fP/uzPWLduHe9+97vnvd6SI9CXX3458XicPXv2TNiBLBe8HJx4MceGGyJsvTPCoSezc39oDrKrIhWpbO82PbSG097CLtxFkaxMMWHN4DQXotWF+osgpxrM/AVbvaVKA9EGaNGwsCuFco6rkNZowJON/dlgOi4cFwrJqJZEhb/kjXdWSQ+lg4Y1i8ENIrim/0xF8BYg0EWFbuwzYciZmrVDktOtPn3NFVnttEgBEenRlrLIxzw2dvezKjxKm5UmLF2aCikYxhI9mjRQxAyHvF/ed51pcdBCExsK4cQ9lKVxrPpqatSg+mzZsoV//+//PevXr+czn/kMP/jBD+a9rpKPYMMwuPbaa3n++ee59957CYXqq2hmLnoPuHRstmldZ9LUYzB6dmFV0X6oMoKlRQYFhAu56M+EFoAAv5Dy6IeDyUGogrD2QToawwn8qtGLlwaiZRAJj5oNC7u58KICbZZ2Y2NT10/gah5NfUagpzDpAEkKVeizuHTnXwseTSiGF2Wbistx6RY+Y0jGFkmgz4cnr3S5b5/FWw5b/Gini7PA4LYhgy8ybHrE7Ty29Nkc7ydiuHTkc4xxEy0d/Wxte60Co1/AOIUiaWanOHHIQphzNns7bWgyzQ7RoRDD6xbQJrzBiknhuJinnnqKv/7rv+bb3/42Uko+8IEP8PGPf3ze6yvranL99dfz9NNPs2/fPnbt2jXvjdYqr/8kzXXvT3DZnVF2PzLOfJ9iatsi21qZabVYQLiUFNM5fAN8W+ACIILHOZ5EaDCyQX61kS/4VSuQ7sLPtNZQw8KukliFCHSDBnMhUUTRjC6xpcHtMogO/0JVvoHKu2WamND4Gp5XCy+OtNKCnGMRtt0Frytnw/NbXG4+ZLH9lMFLm0oP2liGImx6GFKxLj6MRLMmMkyTkcUSPgnjoqeoYRiTPk5/84LHXQmazCwx0yFpZokYLq1mmpB02Tu+jrQ3sxNMpjVP6/E4HW8m8S2FbynS7Tm8cGUiOivFD3ol+UCfPXuWhx56iIceeojDhw9zyy238Cd/8id84AMfIBZbWNpuWQK6qamJyy67jD179nD99dcjlrAwaTEKCC/Gy8PxF3JsfEuYbXdGOPjT+aVyqFh4wtN5IRQLCIdnKCBcarQAXYiS+HYhWl0U94VGMABGHgzngsCGuVNBfKthYbcYWOglzmZdWSyLCHSBHThIERQULhVXkicmNG8qi8yChftUS7puXGJCc1IZPKMrlFutQFcwoNHXBHkTVg9L9no+atKMbEiNIRUhw6c9kkIKzZZYP5b0CQmPditwnyg1L9kIOyi3NiLwXdYo7cnxS9JGYmZ+VgE91p0lNhAmeT6C4UoMT5KPuRy9pW/5nIhLRZ0L41J44IEHePzxx2lvb+fDH/4wH/vYx9i2bVvF1l/22bRr1y7+5m/+htOnT7N27dqKDaRW6HvTpXOrRfMak+Y1BiOny0/l8JpDE44SC6FYQHi+xALCajAxlxhBagGAF4WJiLVPkPqRLeZUg5XVoC/4VxMsDjQs7CqNqadv89CgwcVslA6uhlNL5gWt2C7z5DW8qBeWEridHFdJh5+o6EQe9XUyj9bwfKXEc4FKCeiC7T0He3x2nDR4xz6L13cN09kxiBSKNitNq5lGCkVMztc3JGDswHr8TBgjXjstr6fLuW4xM/Qxs8WdE/M4cdOFpm6REZsNL3SQOB9mvLvhxlEyKySFw7Is/v7v/553vetdGEbldVTZAnrz5s20tLSwZ8+eZSmgAQ48lmHXBxJsfev8Ujmcpsrc5VeqgLBaaAG6sCucSRH5vL7QaRGC1A/pgTIhYgUWdlrWrt1etSnHMcVE4zQs7BaV5bB7JYoQ0FsJ66AS6cHHEHDAt1mIwJUorpJB9PxWmeX7KkYcTRLFeW1UtH5EaMiOhoiGyxO0lhFYw0mh6Y6NYUufkPTYHO2HdWB3NJF9cStXv9BM571vEmofW/BYndEY/U/sQrkWKIG0XTrv2b3g9S4mwQ2DLrnVd7bZIdWWo/1okvGuXCMKXSIrJYXje9/73qKuv2ylJ4Tg+uuv52c/+xn3338/0Wjl89YuZinSNyajHDj6XJbNt0a44p4Irz9WRiqHEOSaKzMJdRpB7PDWSJZB3+C8Z9KvJPXedmlqp0VQtqDQQwHb0OSVwI0H7wkd5FcX/z94r7iiJR12zeCW0YNAAm5jVlk0lssh2KN9hICzauke8V8mHLSGNxYY8X6LCBrVF9uTf0CmJo753brCTWECS5tL3jakniiEaw5nsQ0fW3psjg8AgTAsul1Ywr80+nrZMPmWYfqeuIG+J24gedVRlGNiJjIktp4pa4gDT+8gP9CMylugJFbLOGYsS+vN+5BmbUclLOEhhUJpAyk0MTNPSHpIoWdsvjKwaZwNuztI9IUDEd1gblZIBHqxmdfV8tprr+VnP/sZL7/8Mrfeemulx1QTDBzx6Nrqk1xl0rreZOhEaXlmKhGZ6BS4UGwRFIB1GD6dps8VoWDC8YCMkowqyYBvcM6tRP5gbWACQ0pCIXqtLxZ/k+6chacnfpaTanqEonHSF5Cw5JZkNcOSHANiWdyemIWd1S083lxgOkWptAufLKKsCLFEcZ3IM6ANjmMTRbFOeKQQ/KOKsg2XbdKZKIasSEvwSV+wloDQJMN5OiIpWuxAFHfYqYmc5ITMzcsSLtQxSvtbX2bg59cxtm9rcYvE1p9D2qWtTynInu4MBmr4tN/+MpE1A2WPpVpYwufy2HlcbUxpCT7kxacX0JN2S8++Fg52nFtwfGklFBKulAj0YjMvAR2NRrnqqqt48cUXueWWW5a0mHApef3xDLt+PcHm2yKMnBlHlaChtVGZBioShQROeya/zIVJSkWP4dNmeCQNRVwqklKxzvIgnEdpcLQgpQRDKohW9/lGYS31QVQGFnZj/ixjFhci2Nq+cNz5k+b8iWi1ClJDgoVhSgOsFXJRELBiUziEaqQBlcpxbLZqhx7hc7XOLXo77yY8LAHHZ4h4t+ExyNSnbetwuEnmMAVsxWWHzk+cxsUGLAcJcVCFCKPKu3GcdF2Bgi99wSpSG0w069AGYGl+bfVLhIVbce/kSM8g3e/+OX0/eQsqFwIEo/u30HLdm5cs62VtlGNhN6VRHoy+ehmpw2tBS8I9/XTc8XJFx7YUGELRYw9f8n7cyBEyPNysSfJ8lHh/mPC4jZmXE7ewUknC4xa5poU7pCx7GhHoijDv53W7du3i1Vdf5ciRI2zZsqWSY6oZlAeHn86y9Y4Il98b5cCP5i7AyPVEK5KHVSwg7PMNQDKmJGPKBPeCUpQoug2fTtOjVfrEpKbVULSbistsF10oIMtqwZgvGfBNen2DsVpLAymcoO2F7lTDCyyaLN7AaENMLeacXLPoBwIbAr/rYiRjOYkuUykEkFuhAnopWE5zy2MqyntkmqukQ0wrfqkXLz2vuXDCjWpJAp/xQqTYRHGfzNAsglqI15XNfmyuF3m2ChcfeM4P0yWC1t9SwEllXtKAJTf5+nbR4a9MJsJqvl34f1EQycWbc8GsoTcDtWiNR8ZeuQyVCxPbdJrMyW5Sh9cS23gWuyU1sczo/o2M7QvmXSOaw8+GQEuE7ZDcfpj45ScWZWxLjTOYIH1iFbm+VjaMxRG+QCDQaJSpyTY5pFvzjHVnWf9iO03nouSaRqs97NqnIaArwrwF9Jo1a+jq6mLPnj2LKqCXOv/5YoZOeIz1eiS7Tdo3mQwcnSUMLSX5JqMyHQiNQgGhO3MBoUJy1pec9acuE8Onx/JoNzySUhGVmrjps9ry2QloDa6GjJaMKMmAZ3DOs6ZOOlWg1QxCx/2LZbU0OcI0KT1kyjSop+ZYT/a2DkT3pNVVQ2iL0osIY4UrX0NALy7LZ+9KfqBi3CczbJQerXqck8riHCaDFW5AYhWOzZ0yzy6Rx9MwjKQZhQmc15IWFFcbDldoBwlkEfxAxfCQHNc2L2vFVlxewyqkVhRWLsC3J4lhyZR2z9pgYc+lFeS0RZjKRzpTh1eTObEKq2mc1psOYLePMPzCVZz/0c1E1p4nefVhBp++Bm8sjrAdrEQaZ6gJI5ynaechYht7Kz6mpUI5kszJVeTOteMMJSduCoDgYhv2GE94jHfmGOvMggmm9FFaorRgrDtLsjfC+W2jCz4pl3saRyOFozLM+6oohGDXrl388Ic/ZHR0lKampkqOq6Y4+HiW6z+YYNMtEUZOj+PN8GxQS1Gx/OcWQ6EAZx6iNo3BIdfgkDs5l1HRKYNc6lbDJyEVCalokooNlgdcSANJK8GwMuj3DXo9c1G6IE6hcIImjYKFXTWF/EWPcn3j0hzsiUUn+cNJX0/5fUqx4zSfnS/KAj9c2opiKlD42WUk8WqN5eQDDUHH039UcW4SGTYKj6sNh+3aYY8KcZjK5UZHCyeDCfgacgjaUWjgBRXiqAihheJy7bKdPAbwSyNE3hYEd7mQsgUvFwoQtamm3lgu4qwvsgZvZrq5MXG0out1hmMM774SYfp03vs8APHNZ7HbRxj4+XVkT3WRPdUFQGRdL603v4qsoQeJ5aAUOAPNZE524/Q346WiaM8gOJs0wvSxWsYJdQ4RW9eL3TZOv5fgeKqHhJljk5kjYeSISof96R7G3TCj3RlaT8aJDoXItC3M9m/Z04hAV4QFhRV27NjBY489xosvvsjdd99dqTHVHErBm09muPzeKFe8Pca+703fRlTHIxMNRhZKTCpyFe1AKOlTkr6L+sWaKLpMj07Dp6WQBtJiKNpMxRaCNBBFYD2XUpIh3+C8Z9CngtSSShKVxTbCNcxFUewivjlzsSMA6kLKCAQBFXnRHytKNWwu8bCI6mB7GVGns2ydIJbhDPO8jvKqVsRRvFVm2CXzhJVm/3xyo6c5XtNFE2QBZzB4yoyijMIjHSlBaJQNr2LxqjIIA1lLMO/2sJVEg1/h7rBjb6xjdO9lAHTevXtK0aDdlKHn3U+T62ti/PWNxLeeJNIzVNHtLzZexiZzfBW53jbc0QQqV8ydAYTCiOawV40R6eknsub8tEWTrUaam5JHCcupkf8OO8W4GybX5OJEPJp6Iw0BPRcNAV0RFiSgbdtmx44dvPzyy9xxxx0VN6qudvrGZEbP+gwed2nfaNNztc3ZfZeGof2oVZEGKhQeY/bPVkxXITwkZzybMxeJuTCKbtOlw/RploqoUBNuIJeHmMivzhXyq4d8gz7fZLDM/OrJItOWgYXdsuCiSDbyUkeRi/XyxQJa+EE3x8loWVjv5F2sptfUkcKVLyWXyT6tQfQyCUELzSWpZ1kkWSTfVXHeKdNslw5RrXhBhykegFNSJwooU08tpBag7Kmz8KqMh/bgB8kQ/ZbJVGF8kXgyBPPrCbt4OBWy+/MyNv0/2xWkZFgu7bftxW4bn3bZcOco4c69FdnuYuIMx8me6SDf34w3FsfPhUAVEs3RSNvF7hgm3DVEZH0vdrK05i6GmD7vfEJQCxjrztByKk7vFSNl+eWvNBopHJVhwVeBXbt2sWfPHo4ePcrWrVvn/kAdc/ipHE2rTNZeG2LwuEt+fOqRleuozCPObiPwZO33q9d2NYfkuBfi+BRhHTh/dBs+7YZHQioiUrPK9OmxfMCZENbFiPWIbzDgG/T5Mzc0KJ6gExZ2K5SL3Vu0IS6Jt/kh8LvzICfldOaNSwNzWhAeDN4cCwn8wvLCB+FNr/iWgQ6sCnW536YbtCg2P9JT05gQPEqUd/kZNmuPTaT4WSjMadNCmfqS++W5CvCivmKN5zMiRUE81x8v9a7hjuaDC1qHciTn/t9bQQkia3tpvaW+UjKUJ8n3tpI91447nMQbj6IciwsHl0ZYHlYyhdU6RnRNH6FVAxX/G1vMNKb08ZTB6Kos7ceSxAbCpDoX5gm9rPOgFzEC/dRTT/E//sf/4MUXX+TcuXN85zvf4b3vfe+My//2b/82X//61y95/8orr+S1114D4HOf+xyf//znp/z/tm3beOONN8obXIVZ8NUrEokAoPXKuE15/ScZrn4wxpX3x3j57y9URSMETqIyV4ZuM1CtsxUQVocLbiBvXpRf3SaDCHVrQViHpabT8OkyfbYRROo0F3KsR5UMmsO4FnnkhIXd6BJE3esZZQJSIyYJaBGZPvElNO6jHXA68hRnLaUE2p9GPfkCnJlucAQyO7tMFL5YkZGKqv3JYvro72S0EUSDZ/r85KdlWoA2gtxibUz/mW+rMNvyPjdnHHZ4eU7E5/fEsdmfdLenFHWlGguU2ilvNpyhJlCS+GUnaLl+YWJ8sfEyNtkzneTPt+KOxPEzYbRfzFkGhEKGgsiy3TZKZHU/dvvIkny1lvCJGC7jysCJe+TiLsneyIIF9HJmMSPQ6XSanTt38rGPfYxf/dVfnXP5r3zlK3zxi1+c+N3zPHbu3Mn73//+KctdddVVPP744xO/m2b1b74XPIJ0OsgHjsfjCx5MPZAZVpx7zaFne4iNN4c59lxwkupIiHxzZa4WbYaP0tRRcxTJoJIMXmSzBxAXgc1em+HTJBURoWgxNG2mYhMeRPITUWuADsPjynCOYc9g0DPmVUS5nHGbporn2QgXd+qkWUzIGT5vTf7Apejk7Nvy3Wmi4NMg8saluStzoQVGXpSvVotpNIsYIp7wJJ/mMNXGpU8VSkHZuiQnH23qiv1tgYBm9tlSSg5GJJfnXFp9PW/xOyolHtCiND2e4qxdf+d4LmuTU9Yl+bjlMPLKZYAmtul05Qa2QJQCdyhJ9mwHTn8z7ngsyFeeOMA1GAojksNuTmF3DBNd04cZr55YtYUXCGg3yM8fW5Wh/UgC4YkJL+8GF7GIEegHHniABx54oOTlm5qapphQPProowwPD/PRj350ynKmadLd3V3eYBaZBQvoVCqIwlZaQNdS/vPFnHwxT+s6k86tFgOHHcb7Fdo2S865Wm86eFpwboZGJzGhyFe4SKVapLRByjU4etE8YxeKF9ulT7P0aS60mG02NS3WhfzyYufFvBJklGTcl4z4kkHPYLzW/KyXgHKuZbbSlSu5muNwlHaJqngWkT4b/nRR8znQjoFa5BQBnQY0OM3TfDOicgK3ljgcNrkx47LJ9TkaKuP8U4pb0g5bHR8BHLUNzpr1ef56YzajfpSwnJ/n8MgrW3CHkoS6BrFbpi9KX0yUJ3GGkjgDTbgjCdyxWOCE4ZpMScGwPazmcezWMULdg0S6B0ruiriUNJlZ+gg6FY51Z+k81ESiP8zYqlrLnq8R5iGgx8bGprwdCoUIhSrftfSv/uqvuPfee1m/fv2U9w8dOkRPTw/hcJibb76ZL3zhC6xbt67i2y+HignoWCy24MHUEwd+nOba9yXYdm+MPX83Tr4zSil1JVusPNeE8ggRiMO8FjybjQTRW6DHcLEF9C3zVAYHySnP5nTB7u2t8RTtpuIfRuI0SUWrGYjqhPSJSk1IamLSp9O6IMCKDiGOFmSVIOVLRn2DId9gyJPT3pysJCw/yMxYDogZ0gpmQxt6Sq74YjBRQ7jI26klXg+Z3JBxWZf3ORoqLc1sU97llpSDRVDU+tN4iEGrskXn9YByJH1P3Ig7kkSGc7Tf9uqibcvL2uT7m3EGm/AKAlnlbJRrXvRoJnieL8MOdusoofYRwj0DWK1jdZNd02QEQtmUPjLu4bVkWNVnEN44Pn0L8BVOOQ/misutXbt2yvuf/exn+dznPlfBUcHZs2f5x3/8Rx5++OEp799000089NBDbNu2jXPnzvH5z3+e22+/nf3795NIVO/7rUgKRzgcrrgDR63jZOD47hwbbgyz7a4oz2Xn3pUmip2hPC6wPxei2/DoNn3uimZ407HZ79i8JZJFAa/mK39nV8tEpcbTAJJRJRl1TKbrxRtG0Wb5tBg+CcMnbmhCQtFsBPZ760SQD1zMufb1BYGdUZIx32DUlwytgPQQUy8fAd1gcRG69IBUtOD6krrYI30Wbkg7mMCzUZuDkVqr7ZgHCgbcOF1W6RFodzzM+X+8Be0bFSkaVAq80Tj5gWbc4SCK7GfCqLw9yVO5iAapkLaL1TKOFc8EkeW2Uez2UaRZe1HlcmgyMlzbdJKodLCET35ThpGXttGtD09EpufDsi0knEcE+tSpUySTF3L5FiP6/PWvf53m5uZLig4np4Ts2LGDm266ifXr1/PNb36Tj3/84xUfR6lUJAK9UvKfL+b8Gy7tmyyaVxt0DHmkC6b+M1F0vjznmRxxQxxxQ0RR3BVLsy3ksMUOJN2z2QgjFbJJqhdCUpMtwcIuh+SMKzkzTYGlRNFqBNHrpOETKxQz2kITMTVtKIS4UHBXzL12tSCnBBklSBUE9rBvkFIX+8VVn3Jyak0F+ZV1X7vk6EJfj+XAdFZ209FSKAIsp8PliCGJeIqDoeVxQApP8PpYN1dFz5T8mcGnr0H7Bq037Se26VxZ28sNJBh7dQv5vtZJF4GLPRSDBiQy5GC2ZjETGeyWMez2EcymdN1Ek+eDIRQd5gX7P2PdeUZe2oZ5Jons0BUp+lxOzKeIMJlMThHQlUZrzV//9V/zW7/1W9j27FqqubmZyy67jMOHDy/aeEqhIhHolSqgIXDluP6DCa5rzXE6NXvXvgxB8Uyn4U957wfpGFfbDpfZDoPTtOZerlw4iRUGkF6ghZ1CMuBLBmaw/5MEnRdbLJ+kVMQNRUQqQkKTNDTNBgj70hQRT18Q2TktSfuSlBKM+QZjvlz8To3F8Ujwm0rfmsGMxhoNKoRGLMtGKrNxzpIo4Iq8x/7ohYnuyqxDu6c4bxqctgzSk/KbT9sGPZ5ijas4XU7e9DLAy9gMPrsDdyRBqHtwRvGsPHBHE7jDSdzRON54FGckgcpO37wm3NOP1ZTCahsj1DGMGa58a/F6xQg7hLuG8E+1E1s1NFFg2KBADTZS+fnPf87hw4dLiiinUimOHDnCb/3Wby3ByGamIhHoaDRaibFMUMsFhBejPHjzJcHlu+DOaIbHM7PfTGSVIHZJvqRknxNmnxOmJjptLTFxqRECxrzFjU4pJMNKMpyf6bBXxKWmxfBpMhQJwyciNeFCDnZUagQKcdHN8WSh7WhBXgmyk4W2ZzCqKpSTXUYgRWhwV5ZWWXJWlnQO8KTkiG2w1fFZn/c4ETIJK8WNGRcBbHaCm1Af6DUlL0ZtYn6wp9p9n9MLn3ZqgpQz+yPs8SOrGHlhO8UGImZTiuj6s4y+uglvPIaXDuNnwyjXDFIuLrGM0QjDBxQy7BDdcJbk9iOc/Ye7sRIZOu7Yu2h/23Ig1DnM6L7NhEQfk1vTmNInbjqkPBtPzT3nLOs0jkUglUpNiQwfO3aMvXv30trayrp16/jMZz7DmTNn+MY3vjHlc3/1V3/FTTfdxPbt2y9Z57/5N/+GBx98kPXr13P27Fk++9nPYhgGH/rQhxbnjyiRBV/J2tra2LdvH4ODg7S1tVViTHXHGRkl6eVZbflcZuUv8kieSlRqsrM+Tlp5iqe94Hs9VPXCSUlKQUoZnJoxmBOI7KShSEhFzAiKHMNCYxfEdmwaoV20SfcJ2gA7F0W1s74grSQpXzKuKhPVFkCujDzVBuWzTBoRls2zMZvNTpY7UnlUKk9aCgTw40QIS8Mq12e169PjKXrGAouztID94eXzdO1UXwv+WjnRHU8pyPe2MrJ3G97oxXm3Am80wfDzOwq/B4/fhOkjbRcjmcKM5TATaczmFKHWMWQ0N23ahbQ8vOzKqpEpF60hc6qL8KpBukNjSKkJSY92a5yodIjJPC+l1jOQX5lPzxfTB3rPnj3cddddE79/+tOfBuAjH/kIDz30EOfOnePkyZNTPjM6Osq3v/1tvvKVr0y7ztOnT/OhD32IwcFBOjo6uO222/jlL39JR0dHeYOrMAsW0Pfddx/Hjx/nW9/6Fh//+MexrOVzgSwJKXGSkmdzEd5tpLg6lOe0a03r4WwWUhWG/OWRB7hgCsH2lkIBS79bD5GpCyJ7dgKh3WT4BaEddG2cIrTRCAPExT28mVQECXha4OmgIDLTJxgLazKmIGNCyhSM2ZAxmOLJa/oKQSMHerFZiRFoACUlB0ImV+aDm99mFewJS8OJkMmJUHAuR33F9RkHU8PP4zZqmSTiSqVYO64YeeFy3KEkXjpykQVcgDA9zHgGI5rHjGeClIuWMaymceQ8LndezkQYCpUJ12sPmiXBGWzCHU7StOMlbGuULmv0kjbgEWMFp7wsYgrHnXfeOWtjvYceeuiS95qamshkZm7p/sgjj5Q3iCViwYolFArx/ve/n7/8y7/k+9//Pu985zvnTACfjXpK3wDQpkGu0EDlF9ko90Qz3BlL88P0pZW/q0wPIeD8Iqcq1BtJ6aM1y8wVo1ShHdxYJQo52VGpiRqKsAgKIC2hsQREpMYAmhxNjwMXX9WC33yUCJw3ipJ8TVrzttMeeQPyMohI50zIGoEAzxiQNmnMxA3KZnc8xO54CKkUvzqSJaHhmowzIZ4BMobkF4nazz+Ne4o23yeqIKIUYaUJa7C1xtYaS4OpNYYOaguKHhcZ1oBQGJE8VvsIoY5hwmv7sJMzi4H5MvT8laSPrgbAiDX8jWcjdWgtRixDeNUAM9W6tpppTtGytAOrERYzAr2SqEjIr6uri3e9611897vf5Y033mDnzp3s2rWLzs7OSqy+ptHR0ERR9LAyOexabLVdrgll2ZuPTFm2SQZ3wDMVua0kJp+UUalxV/BJ6hVzs+dIf39v8xgjNvx4tUHChbgHcU8TdTURP+hREvI1tgJLBQH+iA/RbLBzg3nk0h1dFN/FoIQSXBDiAjwJngBPClwZFCYGr0m/G2Li/aJYdyXLXpgvq8NWMa8MMiUlf98U5rdHcjVjmyiVosXXJJUiojQhrQmpqYLY0pqY0th6+j9bT3r5FLvdC1xgzJCcsw2uumUfV7WfWPS/xxmOkz66GhnJ03bLq4Q7RxZ9m/WKn7fInOymacfhGcUzBNZ3IcMjf9F8LMUKcO2owSLCeqRiSm7nzp1s2LCBF198kZdeeondu3ezfv16du3axRVXXLFsfaLd5jBqUtbK3nyEHtNji+VywrUYnmRHlyhEWlPL/eQskaKItku0sFvpSApC1ZQMmjBYzoe1xvI1ca8gqj1NxIOQgrCvCflgKY2pA/FtBB17Celg+aCpnr7IgH/2K2tRmBd/1kxqfV34WRPoNl0Q7UUBP1nIKxEso4SYIuyLP+uLtjmxDaUg5zF5Fp08b1z8uYv/Xxb+VgkIrS/6Pfg5rlZ6u56AKEEO9IC5eNf5sFIkPUWTr4lrRdzXRJQmrDWhgiA29YXvbTou/p7zAvpNyaARvDKGIC0laRkUS86KgKui3uzLVIih564GoOveF6raNrseSB9ZTdAifXaLQUv4RAwXVxkkrRwJM0fCCPbtgfFVU5ZdboWEjQh0ZahoKLSpqYm7776bO+64g9dff509e/bw7W9/m1gsxrXXXsuuXbum9DxfDqRXXZqu8mQ6xgPxFLdHMnwvHacY3wgLXbiAN6bcCwR54amqFxDWOgXv3fnqEyFwTcGwCcMLHooirCDkX3hZOoh8234gwC0VRPkMFeTFmip4/C0KAkcWmgSKws9Cc0H8FC7YgqndsC+2i5v7lmt+bcPLpTG/QKZwI9Pkl+citD7v0uP6xJXmrGVwKGSyylV0eD6tniKhApF8aXbxhf2uCJ6QOEKQkpCVgqwQpAzBuJSkpSAnJRlZ6M1Uwacix9JtZXlBl8Pwy1tJvbmucKcpCHUPNMTzHGgFqcNria7vxQjNnuNsCMWO2Cl8JGHhTuRI+1pywmwj7c0/FbXmaUSgK8Ki5BIYhsH27dvZvn07fX197Nmzh927d/PMM8+wdetWbrjhBjZv3oy46PlKveU/IwTKunQazyDZlw+xM5znlnCWZ3NBm/NGjHUShZMyIVVgYdcorJyVMEEgNVsLu0lKchJy1c5EUioQVmqyyL7ws3IMzFFz2v+bKtIvzBAXltEoxETUWxG8fC78jJTcnc6yxl8aoV7LhAlO6YQqY7ZVirtSzsR3ssYNrPCKaMAjEMTjUjBmSFJSMG5IRg3JmKS6RYkaTo83Q4WNAJSCwV9cQ+5sR9AUJZFBhhza3vJaZTe0DMmda8dPR4hvPVXS8mF5qcg2hCJm5hsCevKyDaZl0afAzs5O3vGOd3Dvvfeyb98+9uzZw9/8zd+wZs0afvu3f7uuUzt0NEy+aXpZ/KYbYp3l0mP6rDJczq2Q5ijl0m4G4mOwUVg5KzEjiI5kGrZ0F5BBY6KZHugoJTEWWWA1vg1Ym/e4K5VHAAdDZUwphe/mnCl5PBHi1rSDR5AGcs4yGFsBOfRF0se6yfe30HzdQc7/+C14Y3Hs9mE67tm9UnZBRUgdWovVOordOrag9bSYmUtagC+nNI5GCkdlWLIYkm3bXH/99Vx33XUcPXqUv/mbv+Hpp5/mjjvuWKohVByvKTxra+UnM1HeHU/xlkiW76UMolKvwDYps9NSENADDQE9K9FCAWp6miceDRpUA6kUd6cc1rg+Cng8HuK8JWnxfJK+Jqo00UIRX3hSEZ+lg5QMozAxh5TGk5Kf14Fbx8WMpCI42sQW88+FHnllM+MHNgEicNnQgujG07S95UDlBroC8MYj5M6103LTa7MWD5ZCq5le3sWEjQh0RVjyh7BCCDZv3sytt97KU089xRVXXEFnZ2f9pW8ATouNniU64CHZnQtzUzjH/bE0Eak55lT7uXeNMCmFQ2lwG3nhs9JcaP/+1vM+t5+/YFfnFhwyAucLQc6AbMEjOm0K0mZgU+esoGjeUrLsplctSgo5Gb7Pb47kKN72SuDeQhR62tVykZuFCBxc8kLUdXOV/GiYvLKwjfkJ6MHntpM5vgoZyWM1pcj3ttG0802SVy6+s8dyI3V4DdL2iK7rXfC6QtIlJD2yy/TJsdB6SuraXMs2mJ6qqbk77riDN954g+9973t87GMfq9Yw5o8Q5JNzR01PeTbrfZdVpo/S8FK+/qIsi0lUarzG+TknxcyNM1GBpS5Y1VkKwhqS7gWXjNms6gI3i+DlFSzqXAmuFOQvsqTLGwXfaCPIvc4ZDSFedQp532ECV4qwJrBo0wpbM8WizSLwLrYAqQsFzBOuJWKKTduEO4W44I6igV5Lsjd6ade7da6PQeBikRYCRwpyQpArFPGlhSQ9UcRX5VzlGiV7up3M8R7MZIqu+59FmjSao8wT5UnSR1cT3XgGaS78Oa8tPBJWbtkK6EYEujJUTUCbpsmDDz7I1772NV544YVqDWP+CIGTKC3+9HQ2wvsTKUaVpGF6NTX/ypaajGrsk7kIyUAAPb5KzjrDGkoRdyHhQczVhH2IeIHgDvlgK42lAscLU4HtFRwxJmQVzHbFnOIZLeBAk+TFjpWbfmMU9sj9qcyUYsXivzO9V3QUEYXGHLJw8yMn2bBN9/mLf56JyXZtatLv6Knf8cXrung73Z5izJAcDU0VEl2Fu97vJSOkzJV7/oq85PXMKm5MHC37s+njPQBEN5yb6ErYEM/zI314DcqxSy4eLIV2K0VfLoEUQRvwhLV8HFAaOdCVoar5BOvWrePGG2/kiSeeYO11IfoPu+TG6iNLWCUi+KFSH+BKtAZ3ueZTzZuihV1jv8xFSKpA8swxw/pSMhqC0UuDhiUhlSLiBU1ZguYsgUd0SIFdaNJiF2zqOnPQnVXAyhXQRZu9TnXpdWu6eWc67+niUwENuEIETh8CfETg/FF4zwM8ISZSIBwBeQSOEOSlIIsgJwV5mLcSUyYTM6ZUit8cznJLyrlEQPe4Ph6saPEMgIIxt7ynisox6f3RW/DTUYxoltjmyom+lYaXijD84uXkznYQ23gGK1G5Do3t5jjb4pJWM01IutjC46/fvJWPXfZMxbZRNRoR6IpQ9YTce+65h+9+/Rd0XWaz+uoQ430e/UdcBo+5+DXcqt6Ph9Bl7D0fCIv6uDlYKpoKFnajDQu7ObEES1KAqqQkbUO6hGU/csjFkyv75ue0ZdCVVzwWDdNrVv1yWlGiKoiGT5fdm1CaoYYjzLzo+9n1+OkIsS0nab3hjWoPpy7RvmDs9Q2MH9iEDLm03baXyJq+im4jLF3WhwYqus5aoRGBrgxVv+Lbts2JF/Kc3JOnZa1JxxaLjTeF2XBjmKGTHr0HHFIDteezmu4JUU5A2dWCUONIDCjshnYr+F6HGg4cc2ILTS32mnFXuIY6axhcj8sqz19eAlop3jmWRQA/SU59nJH0gkS084vYdbCeeH2wk3tb53bMUI5k4BfX4g4lCfcMNMTzPMmea2Nkz+V46QiJy0+QvOoo0qo9jVDTNCLQFaFmrvhawdAJj6ETHlZE0L7Jovtym+gtYV79XinxsCVkhgYqs5FWglajcSROptkIWps3LOzmxkDXllgtpCx4NSjql5IhGWSPt5XZga9WETrIbb8j7RDV8GrYpN+aOk2sdYOY9Bm7cd4CpLOz50spFfgTj+69DJTEbh+h7daXl2h0ywcvE2LkpW1kT3UT6hyi/a17sZpqTBvUCY0IdGWoGQE9GTerOfeag2EKOi+rvSpYHbbJtZSnHEaUQbupCKPIrfRCwqKFnaEK3cZW+P4oAVNAuoZ2k1Xo/ufU0JiqgpS4QHKaHOi6REPcU2x0fIak4MVYIA5tpYgpTdzXbM57aIIGKA1mxhmNMfbqFrJn20EZCMOj5ZZXiK2vbKrBckcrwfjB9Yzt34QwfVpvfpXo+t4Fez2vaBoR6IpQkwK6iOdojBpsHOG1RFFl6vrznskW22Wd5fKmO88Kr2XA5LvZqNS4jZOzJASQryG9Ei7oRaeRB0tGCuLltLCuca7PBu21m5XmtweDCN/F37KiYU1XJD8eYsiL02qmUAqGnt1B7lw7uvBkTUbyxLceJbHt2ITbxmKgPFCOjcrbqLyF71hox8JuG0VG8pjhGi4qmoHc+RaG91yBNx4jvvUkTVcfQdrzb1pTCZZLIWEjsrxwqi6gZ2ug4ruBgBYCasnL24+YszZQmY6zvoHSsGGFC2iYZGEnNKmGhV0JBMWWuRq6mQwXUg5rKq2kSowISRM+UqllISrPmgbtnsIVQaOTvAg8wrNSkBWSXRmnEZSaTF6SUTatwPBzV5M91Y0M54ms6yVx+XHspkzFNuXlTPL9rTgDTXijcbxUFD9no12T2Q0ONZE1fbTf/krFxrKYKM9gePcVZI73YLeP0HX/L7Fbxqs9rOWD1qWLqloSXzVG1QX0bHhO8MU1rzEZPlXdu84JhCDTOZ+0EsmIkrRIRRC/qf+JdmEEhUjphoXdnNgEU2O2hlJOQwUB7dTQmKpFvynZ4Pt0+4qzy0BAH4pYHIpMf43rcTws4Fgj/3kKrjbInOokc7Ibq2mc7nc8t+B1po+uInOqKxDJ2RDaM5laua7BUBghB6NpHDOeQ9ouwvKQloe0XTInu8j3doBUZE930ffE9bTf9WJJLodKgTceI3euDXckQXzrSUJtSyNiR1/dQvZUFy037ie26WwjXaPCNHKgK0NNC+jRsx6jZz223R1l6KTLiRdy5NPV/Ta1IXFj8zubjzgWN0TyXGE5vF6md+hyo6VhYVcycSPIl8jUULqE7QfnYa6GxlQtzhgmN+DS7fuctWr6krogbKW4I5VHA8/G7GoPp2YQnmD30HpuezECQtNxz+4FrS/X38TQszvwMxEmRLLtYDSlsJJprNYxQu3DmE3pOYVwdH0vY69tJHn1EQZ+fh353naGX7iKtre8NrGMUuANJ8idb8UZbMYdiwWC/aKoduZYD7EtpxbdPcQZTpB6cx1NOw4R33x2Ubc1X+o+jaORA10Rqnq1ny19A4Kcrtcfy9C63mT9DWF2vDfOmVfznHvNQVepZkfHI7jx+YmG457FNTrP5SGH112bFRmFLpyMbQXbocGGA8ecxGRwsKdrKYWjcP7VUl52tRiVYlk5cUxHt+Nx33geA9gbMXGXQaS9YihF19EgShzu6ccIze9pqZexGXx6J85gMwDRTadpuf7AgvKmpalo3nkEgM67XuL0t+4me6aT/qcsvKJQ9gwuCGUNUmGEHcyWMazWMcKdwxjxLANPXkf68DpyZzvovGc3Zrzynfm0huE9V2Am0iS2naj4+hsECBW8Sl22wfTURbhk6ITHyJkUa3aGWHNNiI4tFgefyFala6E/w6PN0pDsy4e4LpxnZyjPK/lIxcZVNxQEdNHCrr8hoOckKoOdNl5DhjR2IYUj3/j6lpcTxwzRpnvG80jgZ/EQJ0J1MW0sCevzLrelHOzhMML0aL6u/Ois8mB491VkCq297fZh2m57FTPiVHq4GNEc3lic3JkOhOEjww5mexq7dZxQ5xChjhGkOf1x3POeXzC053LSh9Zy7v/dTtPON0leWVmRmz66GmegmY57diMatq+LRyMCXRHqJoygPDj5Yp59BU/oTTdXJwUi1xUqu4BwMudcC6Vhs1V/FdGVpGhhp+rnEKwa4UIEeqyGBLSliikcVR5IjZCWgsgyLraxCGzrGuJ5KtdnXCzg5TZJ+68+hZUoLSqrVGBzN7R7G2e+fQ+Z46sxojk6732Brvv2LIp4Bui89wU67n2e1b/+GGs+8FN63v00nXe9TPPOw0RWDc0onou07nqDzvueR9geo69so/cf34Kfr8wx4ectRvduJbrhLOHO4Yqss8H0FHOgS32Vw1NPPcWDDz5IT08PQggeffTRWZd/8sknEUJc8urt7Z2y3J/92Z+xYcMGwuEwN910Ey+88EKZf3XlqburYXZUcfz5HFfcF6NlncnwySUsLhQCLzw/wRdGcWMkS6cRhO56V2DkdfKJGGlY2JVMWAY3G04N+e7axRSOlXcYT8uINGhW3rJx4phMwlMIYMxYXn9XJVCAD+xNWrz9ot3jpUPkB5pxhpJ44zH8VAQ/Z6NcE5SkmDYhTI/m618jvuXMoo/XCHkYHaMLWkeofYyeX/kZg0/vJHemk7OP3kHrTfuJbTi/oPWO7t2K1oLma99c0HoalMAiunCk02l27tzJxz72MX71V3+15M8dPHiQZDI58XtnZ+fEz3/3d3/Hpz/9ab761a9y00038eUvf5n777+fgwcPTlluqamagJ4r/3k2Rs/6DJ92Wb8rzMjp1JLlQ2vTINdcfh7qNaEsWwoR5xEleT4XZlzV3b1LRZhiYVeLvalrkJDUNfcUzdTBk73lJhbnS58h2ehBj684vYz2iVSKd41l0cCRUONuaTJSBTcWErijz2Xwx7tQORvlWOBfEMgBQW6xtDysRAatwBtPIEN5ut/zc4w627VSQsdbXyFzqpPBZ69m6LkdZI4P0Hbby/PK2c73N5M+uoaWXQcwwosTfa809VxIuJguHA888AAPPPBA2WPq7Oykubl52v/7oz/6I/7pP/2nfPSjHwXgq1/9Kj/4wQ/467/+a/7dv/t3ZW+rUtStijuxO8/O98TovsLm3GtLc8L5bXH8cHkC2kSxxXLJa8HT2QjDK1Q4TyVI3Eip2imKq2VsEUS6agm71gZUZc6YJuQduj2f08vIiePBsRwhDbuj1iUtvVcCYaVo9RQtfvBvsx90ZLR1IJyLV7CNaYWbiSMtDzOaxYjlAseM5nHs9lHMxFTHjDPfvhOkYtW7foGsM/E8mejaPsK/8jP6n9xF7lw7Zx+9i/a3vkS4s/Qot1aC4d1XYLeOEtt8ehFH22CCeeRAj42NTXk7FAoRClWup8U111xDPp9n+/btfO5zn+PWW28FwHEcXnzxRT7zmc9MLCul5N577+W55xZuF7kQ6vaKmBtT9L7hsHpHiIEjLm5u8WN0yjLKzn++wnYQAnZnww3xXPiKJizsVmAay3ywhMarsXsNU9VeVLyajBuy4MThV3soC0eLibBTs68ZNgSvRZaXbZ2pAlHc4ilaPE0YTUxpIkpja411kUCGwhMXwBEwbAhGDcmgIRk0JX2m5B237eW6+NxFdalDq1GOTXzbceQyuBOVtqLrbS8wdnAtoy9vo/+JG4ltOkPzDQdK8ptOvbkOdyxO19t+iVg+D29qmvlEoNeuXTvl/c9+9rN87nOfW/BYVq1axVe/+lV27dpFPp/nL//yL7nzzjt5/vnnue666xgYGMD3fbq6uqZ8rqurizfeWFxLxbmoa0V3+pU87Zss1lwb4thzlbfUuZh0T/l3W+stF09Dr19DFWBVpr1oYdfwgC4JQ2jcGttVpr6op0MDfCBc57cVQk8NTPlA3ZghKEVCQbOvSCpFwtfElSaiFCENttaY0whjuBCQ8wkEctoQZKQgJSVjhmDECESyN4siHPdKK2wf3bcV0DTtODy/v7NGSW47RXRNH30/3UX66Bqy59rpuHsPdnLmToxeJsTovs3Et5zCbm10Glwy5pEDferUqSk5ypWKPm/bto1t27ZN/H7LLbdw5MgR/viP/5j/83/+T0W2sVjUtYD2nUBEb7gxzPmDDpmhxbub15ZZdgOVGD5hoTnTiLROoWhhN9DYLyVhAukai8wYqvbSSqpNvejMcnBFIDyrSVgpmj1Fk69JqCCFIqo04UnR4qKT8XTCuFjo50hBqtCSPC0EKUPS4ik2uT6PxW3OhBYW5Hilr4c7mg/OuZwRzqPyNme+fRfJq46SuPJYSZHaesCM5el58BmGX95K6o0NnP/BrSSvPkLT9qMTy2gN+f4WMseCTovC9Ov2ZqJe86DnE4FOJpNTBPRicuONN/L0008D0N7ejmEYnD8/tUj1/PnzdHd3L8l4ZqIqAnohBYQXc/6gS9c2mw03hDnw45nvdBeMbZXdQOWqcB6A/U7l8oTqmsKJGG9Y2JWFAJwa21WmhkYK+/InLwQJVTkBbSpFVEFUKaI6EMHNnsKACVEcKojiYh+82aLFnoCMFOSkIF14jUvJiCEYNSW5OZSprRQbh7NcnvcXLKB1iY9kut/xHKnDqxl5+TLG9m1l/I0NRFYNEN10hsiqoQWNoVZoufYQsfXn6H9yF2P7tpA92UXzDQfIne0gc3wVfiaCEcuQuOwksc1nkPYSumk1qHkf6L1797Jq1SoAbNvm+uuv54knnuC9730vAEopnnjiCT75yU8u/eAmUdcRaAA0nNgd2Nq1rjMZWiRbOy8ZLjv/ucf0yGuxYh03JjP5bjcqNW7j+X+JBJX+2RprmS3rQUAvx5DwEiILInfy12wqRUJpYn6QMxzVioivCWsIaT2RJmFqjUGQ/lF0qoBLxXCR4ldVFMU5KciLII0iIwXjhmBUSkYNybiESoVsHSnJCejyFp677voGvpYYJbRui285Q3TTGcb2bSb15joyJ7vJnFxFqLufzrteXvBYagG7NcWq9z7J0HM7yJ7sov/xm5C2S2RdL7EN57DbRxC1fg1ZpiymC0cqleLw4QtPFI4dO8bevXtpbW1l3bp1fOYzn+HMmTN84xvfAODLX/4yGzdu5KqrriKXy/GXf/mX/PSnP+UnP/nJxDo+/elP85GPfIRdu3Zx44038uUvf5l0Oj3hylEtllzZVTL6XGT0rM/wKZd1u8IML5KtndNslyWgt9s5LAHH3YZ4LlI8ES2hGW9Y2JVECBACsjV2GBka3Fr/CmstbF9n/NpIllAhJ/ojg+lpo8FFigEtVXj5Ahwh8AR4QuAUfs/LIKqdK0SNs0JwaypPTMP/aYlUxRbxrGWwyfGJeYr0ArzW0wNRRv0orWaqpOWlhOadR2jeeQQvYzPw1LXke9tJH+smtrF37hXUAVJCZNUA2ZPdxLeeoPnaNxsdBmsBpYNXqcuWwZ49e7jrrrsmfv/0pz8NwEc+8hEeeughzp07x8mTJyf+33Ec/vW//tecOXOGaDTKjh07ePzxx6es49d//dfp7+/nP/2n/0Rvby/XXHMNP/rRjy4pLFxqamxanj8nX8qz8z1xmlebDJ+qcBRaCNLdpe+q60JZNlkuGSV4Nd9I35hK0cKuIW5KIW4Ed4Nps7ZCNVIHIqmmaczT80JoMLQiosEDxowgGhwI3yCHOCskaRnkEacksxbXzcXeqOb2tMOOnMve6NJfL18Pm2x2fK7MueyOL2D7C3gkY0YdOu/ezZlH72LohauIrB5YFmkNzlCC4T1XENt0mubrDy7LiHNd5kEvYgrHnXfeiZ6lbuKhhx6a8vvv/d7v8Xu/93tzrveTn/xk1VM2LmbZCOjcWCA0DKvyZ6g2JLrEPXVzOM0ay2fMF/w4E6OOuqUvLoXzqc0ILOxGGgWEJRGVNSqgoeas9RpUhh2ZPNfkXQTwYtTiwCJb2B22DW5LwypXsXdRtzQ9/ZaJR551rs/uBa7L1fO/rklb0XbzPgaf3knfz66j+/7qtypeCH7eYuDpazCbUrTsemNZiud6RVBGCseijqS+WTbqTivQSs+rC9JcqKZoSQ4ca02HNZbPkC8b4vliigLaLFjYNQR0SURlsOPGa8wFUehCs7UGEyyHiSamFNfmXVwBj8dDiy6egYl85mq6ugyakoTSSDX/UQhH8OLougWNI7q2j/CqAdyhJsYOrp37AzWKVjD47NVo16D9tlcQRsOzp6Yo2tiV+mowLctqClQ+yEWI1CnbLGl2DBdu6V7JhVlmu7ZiNJuBhd1QQ32VRKQQga45AU2Q29pgeSELRX9vhExOh5b2AWU1U4KO2CYC2JxfWDGhV4HUtLbbXkZYHqMvXY4zHFvw+qrB6L4t5M+30Xbrq5ixxe/R0KA8ikWEpb4aTM+SqpjFKCCcjO/pRWmLmukJl9Q0wi0caHbjiJvC5N0Rl6pQaNQQ0KUQkoHln7OA4qbFolGjt3wxq3AJ86sYwz8UMtDAVmdheccD2fiCxyJN6LwnSCbpe+JGlFdfJ1rmdAfjBzbRtOMQ4e7lYcs3F3/95q3VHkJ56DJfDaalvs7MOdA+GBWOQGvTIJ8sbTcVJwCjIaAvobhLIg0Lu7IIyxpsma0Ca706m9eXhJr7rsrkSscB4Fho6VOsqhmBVlIyLgVt3sJSDc4ONlVkPHZLiqbrDqJdkzPfvovxQ2sqst6lYOzVLYRX9ZO44ni1h9JgBoTWZb0aTM+ymgJ9bxFyoKXEizYEX6WwhSZb8wbCtYMlaq/jX6gwoEYEevmx3vNwCArrlgpZvCFbsi1OzynLwATa3WqPJCC57SQtN+1HSM3Inis5+73bcAYT1R7WrGglcMdjhHsGGkWDtYwq89VgWpZsClzs9A0A5YEVlogK/lV+a4xS+6AU79MSJRjprygKO0YWmoI0LOxKxxK65iK9YX/qvw2WBwlfEdZwxlza6HOxTNGvsuJ6LWyhgStz8xfQypWkVeWs+OKbztHzvp8S3XgaPx3h/E/eQv/Pr2EBtY6LipeKgJJYyXS1h7Lk1FMaRyMCXRmWjY0dgJtVtG+yaNtokk9pcuOK3JgiN6rIjSuyYz75lC7rOaubtCnVmei0Z+JouCLkcNy1ySyvAP+CaTMbFnblYqLJ11gkZ9wKos+bUpqOYy4/XWUwHG4c6/WMrRT3ZLIA7A3ZoMWSVQ+ZBTFYbV/xtClxBPS4C7gzHLc45zSzJXy+YuOSEtrecoCm7UcZ+MU15M52MvTsDtpve7Vi26gU3lhQ9Gg1ldZMpkGVqPFW3vXCshLQh57KEmt1CCcl4aQkkpQkuww6t1rIQitk5WvyKUV2rCCuJ72c7KXiOt1Vjv2B5KlMlHuiGe6MpflhurYfty01bUbDwq5cDFF7Hf+UlDy8EW7tU2wZ17z7lM+RhOLpzmCga9OwMaV4MynpjdXY4BtcQsJXvDudwQCOmyajSxyBtgoX3VrwFe8zDda4PrZSOFXoijgbZjxH9wO/pPeHN5M91cX4oTUktp6u9rCm4I7FEJaLDDvVHkqD2SjHnq4RgZ6RZSWglQfjfT7jfZdGEOyYIFIQ1sVX61qLUFwgZHDl1krjZDRORpFPa5ysJtbiMGZKskqS0YK8nq2hLaSVRAGhRiHhBQq7oqlgYTfYsLArGQHka6yJCgBS8ky35JVWxX1nfbaMazakfAx94exYk/Z5eBMTPr8rgxr8rmYhqi6I559FQpyylt4v0Sq0CvZqYN+9HjZZ6wZdCefbFXHEjUK4wgObRPtdL9L7/dsY2XMl469voP32vdgt1Y/4al+SPdOBlUw38p9rnHLs6RpSZmaWREAvRf7zXDhpjZP2GT03VVwLCaG4JJyQ2DFBKBb8a0clsQ6TrlgeY9LFwNeQ1YKMkmS1JKMEGS0RaPp8g1vCWSTwTDaytH9gHVC0sFtmtauLSJAznqvhgH3Klnxng+TqQZ8rRxTDNpyMSSwNO4YV1w5pXm6v9iiXjhpNTZ0epXhPKhDPPw9XRzwDFLdaC77iZ8wgALIh77M3Oo8VKNg7uJpdiWOVHtoEZsSh51d+yvDu7WSOr+L8j24mtvUUrbveWLRtzoX2BQNP78QdTtJ+x0tVG0eDEmlEoCvCsopAzwetmEjhuBivu5net8SwDU1EaKJSERWaiFREhSImFO1W8N7ka/8xx+ScX2OdL6rE5DvdiFQ4DQu7kgkDQkCmhgV0kX1tBvvaJg1UKbaNwvZhxZtJQdpe/jdN9XZkb/R8bOBV2+KEXb3rlVmYoN1a2IFSMmwIWnwNStXs0xNpQtvN+0luP0zfEzeSPrSW2MYzhNrGl3wsgXi+hlxvKx1vfZlw1/CSj6FW+Os3b+Vjlz1T7WHMiVDBq9RlG0zPihfQs5FrD6NlkLaR1zCiLlUyJpq3xcbJ+pJhZWAJzZ78Ij6/q2MsASPVrhSqI2KF9reZWkzhmAsp+WUHvPW8z6+d8HGlT19Y8GZScjJGzQqThVJPsZqrHBcNvFJF8QxgFXZaLUSgAY7ZJm1Zlw2uz/FQ+cdp/2gcR5vYYvHt8KxEjq77nufc997KwC+uZfV7n1r0bU5G+4KBZ3aS622l/a17Ca9aGY1T6p5GBLoiNAT0TEhJpmPu0N/2UJ6wgCdzUTJ6eYqCSjBhYdfIfy6ZWKGNd9qqDWFRLseSkjELrhxVrMpoVmc0azI+GkibgaA+HZNowFYaU4GtwFSatCU40FIHofeLqJepRipFq1IMSYm66GZGFCr0l+phUbHrYU1EoAnyoK/PulyR8zgeKv/mwknZuNpYEgENYMbyxLacIn14HaP7NtF09dEl2a72BYPP7CR3rp32218msmpwSbbboAI0XDgqQkNAz4CWAmXPvZwicEq4PpzlpVyEdENET6Vw8rWbfmBh59efKKoW0YKAHq/js3QwIvlFJDgnLE+xbVSzNqNoycPGlGZTanrLMI1myBZ15eIhqJ+5ZlfeQQD75iEQK00xhaM22peAV+hK2LHAroRLSfP1b5A52c3Y/s1kTqyi9ab9hDpGF217WgkGn91B9lw77bfvJdLTEM/1RDn+zg0f6JlZ9Km5FgoI54NqieNF5g6JvJoP0+8ZXBvO8bZYigNOiDcdG113GZGLS9HCbsBtCOhSCcvgwjVefY1TEVxTsr8N9hdypUOeYm1ao4TAkYG3dN4IROivnPTZNejz/UkC2vZU0P2whtM/6mKqUYqtrkcOOFGlwsHJmIW95srauWYeDRlck/VYk/c4HSpzmnRlxb2g50JK6HnwaQZ/eRW5M530PX4jVssYrTfvw27KVHRbE+L5bAftt+0l0jNQ0fU3WAIaKRwVoY5jW4uLm7QpNZh8zrfoS5tsD+W52s6zznR5MRdmqNQWhsuZiyzshhtdCEsmLBUacMzluc/ypuRw0/T/1x/y6chDMq+4YkSxKaWxFeQk/GQ1S964JaoUObgk3eFi6mGqudJ1MYG9NRB9hkkpHDUUdNgfttiZ9bgq55YtoIUjOJdrWlIBDSBtj463voKXsRl67mryfa2c/+GttN+1h0h3ZQr7AvF8NdkzHbTf9gqR1Q3xfDF1UUioKd0yqB4ualViURVevUafAbId5U0uPoJX8mFOuBbXh7PcHc1wxLXYlw/XhL9pNZjsHxmXumFhVyYhoVfsteuFDoN3nvb5lZM+AnAEnI0KejJB45bXmjV7LqpR6E4r7ur12dMmOdRc2pOONs+jxdeIwjMjTwhcAa4Q+MAW12O962ETzCMnTYPnwyFyMwhpXSOFcLNxdd7FA16rgegzgFEsIqyhS4MrJWkp6KyjNI4iZtSh854XcUajnP/hrYy+dDmRdzy34PVqJRh87mqypzsL4rm/AqNtUA0aKRyVoREinQZtGrglpG9Mx4gy+GkmxhbLYXsoz2rT4+V8mDOeSf0ZXVWOcMPCrmwsCWqF7rKBiORUVGErzd5WYyIXOuEo3n7aZ/uIYtO44kRMsL9FYit421kfCdzcrzgXFYxNWl9EKbIwkf4RV4o7MzlalZrzrMwTdOjr8H3Wez7rUxn6peTpSJhx44Lqq4cc6LWuSxh4wzJrJhXGKEzQtda77phtcHXOo9vx6LXLmypPp5uheVGGVTJ2U4ZQ5xD5vlbc8TBWIjfvdWklGHpuO9lTnbTd+iqRNQ3xXNdoykjhWNSR1DUNAT0dtoUbn79y0QgOuSFOexbXhXPcEsly1jN5KRcmu8KKDItRaEvAcMPCriwsoWuivXG1+OnqSy9P47bkWxvgLf1BG/ErxjSXjwX59Rp4rkPyln7Fu075jBpZkp4mpIPnHj5w3jBoUopoYfI4Yxi8aZsTNQuG1lgaLBQmcM4wGDAvjKPda6o6GQAAJh5JREFU87gx59ChFL+SztBrGDwVuRCRrvW5Zns+sK7bHZqjQlqxZA+LTApPlGtE0BfZH7HYnvO4OueWL6BHmmD1Ig2sDJp3vcH5H97C8O4r6bx7fg1OtIKhX24nc6qLtltfJbq2r8KjXH7UfBpHIwe6IjQE9DQ4XXF0BfZMVkueyUZYbXpcG8rx9liK/fkQh1yblRSNNgsWduMNC7uyMIUm39hllyIlv+yS/LIL2nKKK0cUbTnN7g6DMzFJxIOdw4oOpckL6JeSMSnp8T1W+T4egTDeHbIZMcsrah0wTX4YN0n6ituzObp9nw+kMpwygvXU+lRjofGpLbFaq1fCnJRkBHS59ZfGUcRuSmM1j5M/30aut4VwmbnQWsHQ89vJnOyi7ZZ9DfG8XFCUfuLV7+G/6NTOVbSG8G1ZQQ9UwRnP4kfpOMddi52hPPdE0zTL6e27lhUNC7sFYRA4UzSYmcGw5BfdJo9usDhTSPPY227wfzYbPNQV5ZuJOD+KR3k2GubvE3G+EY/ycDLOY7FI2eJ5MmOG5AfxKD+IhhkTgrV+kKtt13i0RuraE/mi1gY0iRO2iQV0uOWZ7GWGIwx58cUZVJm03xlEnkdeurzszw6/eAWZE92BeF63tEWRDRaPYg50qa9yeOqpp3jwwQfp6elBCMGjjz466/L/8A//wH333UdHRwfJZJKbb76ZH//4x1OW+dznPocQYsrr8svLP54rzaJNz3VbQCgE6e7KF9d4CF7OR/hpJooE7o2m2RHKYdTcdFZBCn9aq9mwsJsPEsjXkLVXPTFjhLXCkddB0+TRRIzHI2F8oEMpfnMsxYcvet2YnX/+aSWR1J6AruV7xH0RCw3syJbpUu1Kcqo2ijTNSJBd7qUipI93lfy5zKlO0ofX0rLr9YZ4LgOJotmorHVgxSmmcJT6KoN0Os3OnTv5sz/7s5KWf+qpp7jvvvv44Q9/yIsvvshdd93Fgw8+yMsvvzxluauuuopz585NvJ5++umyxrUYNFI4LkIbksV0nxtSJo9nYlxmO1xl51ljuryUC9Pr18bFdjFoMgILu9GGhV0ZKBCQa5yhdcFZy+QfRZjbs3mUEGSFwC383zrfJ6FqQ7ZmhSCuNSGlyNdIGkct3yJmDElWQLdb308MY5tPkz66mqHndjLyco5V73waac/8bN7LhBh+4Soia88T23xmCUdaf0gUYemy2hymVeboMQVxEar2sGZnEXOgH3jgAR544IGSl//yl7885ff//t//O9/97nf5f//v/3HttddOvG+aJt3d3WWNZbGpjStoDaESUdzE4l7SNYKDTogfp+OMK8nt0SxvCWeIiOWTbCT0hUezcaNhYVcuYQJhkW0E7euGYjT6e/Eoj8UiPBmL8GQkmEjzNWJvtyccFA/ekKsdz4va2DMzc8oysIG2MkS08AX7x3sWb1Bl0nrj66z+tZ8S23QalQvR/9R1My6rNQw9dzXC8Gm54TVq5NCtGSzh022OssEa4PbIUd4RO8H7YsPcGpZcYUdpkhEMIVG9W6s91JlZxAj0QlFKMT4+Tmtr65T3Dx06RE9PD5s2beI3f/M3OXny5JKOazoa8a2LcFvDS3ZFT2vJL7JR1poe1xSKDN8odDL0a35aKZ2wUOQbFnZlETeCW46M2dhv9UyU4HKSq5F7x37TJCtgg+fxtFIzprQIDVqLJUpQro3o/Ey8GrG5zMlyddblSavEO1oFI05kcQdWJtJUtN50AHc8itPfQvpEJ7H1lxYFjr+xgXxfCx1378EI1UqD9eqRkDks4bHaHKFVOnQZNiFhYggJ1Eaee9nMo4hwbGxsytuhUIhQqPKR9v/5P/8nqVSKD3zgAxPv3XTTTTz00ENs27aNc+fO8fnPf57bb7+d/fv3k0gkKj6GUlkUAV23+c+AkzQrWEBYCoJTnsU5z+QKO8+Vdp6NlsOr+TCnl4l3tClgfCX7sc2DqAyuWimrsd/qmZgKvsdsDYXxXrMtbsi7XOG6vL4IE2C51M6emZ6UKckL6CkzjcNVtfn4qOOtL3HmO3cx8uIVlwhoZyjB6KtbSFxxnHBXZboX1hOW8DFQdJujNMssa0yPJhnGEgZgF171z3waqaxdu3bK+5/97Gf53Oc+V9FxPfzww3z+85/nu9/9Lp2dnRPvT04J2bFjBzfddBPr16/nm9/8Jh//+McrOoZyaESgJ6FNg3xTdUJFHoJ9TphjrsXOcJ6bI1n6PYO9+TAjNXohnpXCuWmikALGGvnPZXFBQFd5IA0WRLSQ+5wVtXP8n7QCAR2rkbzsWnbhKHLcNrg877Mx73KsxBbox3rb8XskRo2l5klbYbeM4Qw1T3lfeZLBZ3dgNaVouvpwdQa3xFjCp81IERYua80x2g2DsDAJCQsIFV7LkHnkQJ86dYpkMjnxdqWjz4888gi/8zu/w7e+9S3uvffeWZdtbm7msssu4/Dh6h6nDQE9GcvEjVY3HpLSBs9ko3QZQVrHvdE0x1yLfU4Ipw6bsHQUHDgaFnblES70Nx5rnKF1TaQw+WRqKAJdLIjrN2rjnKyHDo7PR2225rO8Je2ULKBVDTeOsppTOIMtuGMRrGQWgJGXt+FnwnS9/TmEUevfSPlIFDHp0GakaJZZugyXhDSJy3BhiTpNx5gPSpd+51q40U4mk1MEdCX527/9Wz72sY/xyCOP8M53vnPO5VOpFEeOHOG3fuu3FmU8pVLx6bme0zfcthiqRm44z/smP8nE2Gw5XBXKs8ZyOZAPcdi1J7qm1TSFc7OtYWE3L8JCoQHXrL+bpgYXKAro9AIdL0ylSCpFQmtiShHVEFaasNaEtMbWGrPEK4NVODdHGy4cJaOk5EDY5Oqcx5VZhwOREh7la/CRGDXYiSK8apD0kbX0/uA2hOkjQw5+OkrLDa9hJWvcgq0EJApDaLrNESzhs8FMERaCtkKB31JFl1XvVmT3oUXfTtksogtHKpWaEhk+duwYe/fupbW1lXXr1vGZz3yGM2fO8I1vfAMI0jY+8pGP8JWvfIWbbrqJ3t5eACKRCE1NTQD8m3/zb3jwwQdZv349Z8+e5bOf/SyGYfChD32orLFVmkZ8axIqZCxx/vPsaASH3RAnPYur7Dw7Q3k2WS6v5EN1Y3uXLFjYNVI4yiMkdc1H5RrMTbgQvdmZyyOFQGqNQeBHY2iNLPws0Uh94WdTM7GcYHqRWTw+FEGbcl+UFsl1Cdb99kyWR5LVj7rV0CV3VvZELC7PeVyXcTkQMuf2FE9ZHMl1ckXk7NIMsAyia/sQd+whfWQtznACPx3FiKfr1rLOEj4JmSUpc3QZKZqloknaRGXxRqf6x3ltUY67Rnkz0Z49e7jrrrsmfv/0pz8NwEc+8hEeeughzp07N8VB4y/+4i/wPI9PfOITfOITn5h4v7g8wOnTp/nQhz7E4OAgHR0d3Hbbbfzyl7+ko6OjrLFVmoaAnsRiNFCpBI6WvJyPcNS1uSaU4/ZolnOey95ciJSu7chuzFAEMeiGgC4HSwSCqEF9E9ZB9HGz718yDWkuTE160ksBrhBkBDgIckKQk4KMEGSEJGUIxqUkDfNqDCOV4jdTGdw50kqEZkkCCnVzmEvJy1GLGzMuu7Iue2JzRDAVeDUcOIj0DBHpGSJzqpPBp6+h7eb9dWFZZwmfsAh8l8PCY43pYQlJkyy6nkSrOr66YBEj0HfeeSd6ls8URXGRJ598cs51PvLII2WNYaloCOgCOmTjLLL/80IZVQY/z0ZZbXrsDOW4P5bmkGvzej6EW0PT0GQP6LDQOKp2xlYvWP9/e2f25MaV5efv3lyQ2GphsRZxFxdJFLVRGrbU2qWWQrNZ3TEejx2emPCLn/3g/8MRfnDEPDk6wh6HPeOeGbvtnu621N3aeyS1RGobipIoLhLFvTYACeR2rx8AsKrIKhZQhSVRuF8EAkUiAVwAmTd/9+TvnCM0g926wQAN60ai+B/5LEFKPMdHwwgJfJhZx4ZgLoHcwmdZl/urEUdqMSeyDvE6C5gk5YEDraF0ch+ZyVky2xf6PZxbaPqWi7LKlFVmVEZssyxywm1UxrBIe6JfKm0cavnyvZVtDathBHQD7dgodxCEnuBCo+zdXW7IYTdgrx3xaZjhTOSQtniOLWDRhFLbxhaaIB16y7AJqo1W7AWtCfo8liZNR+6YSoc3V+jB0upv5TO8UA54thzy6oi39oYa3r+6h4fy/W/4sBbh1THC62Nsf/rDfg/lhljOy4Ad9gJ5ETNt2TjC2vpVMXqNVvVbq9saVqWjAnqQEwjDqTwpd0OsQCH4PMxwNnK4PxPwe16NA07IicDjWtLndVHjbOjeKGE3QF9sSrCAMN3BK0MLVBrl6wpKc73PY2ly3HU4GEXcH0Z85TiUrP7uaIO2vL7kSDQwnqwvLMI43TGqxZN34oyW8HZc69l7NhP88jJgm1VmQlbZJhMcIRi/keR3m4WJYfN00cIxTKT76O4hiSdTlUDYKjUteb+W5XTo8JBX47mczzeRzUeBR7XPZe+2O3UTwlxslGC7SCCwBnCHNKzAb0Sg82mK4kjJK9ksL/tVXvCr/H0x39fhiIGKP8Nz5QABvJdbP2emFtkkOn21oAHC+QK17ybZ9tgnXfU+52RAXgY3ai17QjNtZZDIhg0jXR0bhwJj4egIRkADSIk/Ndhfxayy+bWfZ68dcX8m4A/yZT4PXU6Fmd63BW8cb9usRgm7lEdh0kf9ZFszgfuBp9TwyGZTdg6aty3KQtwos9dPBmmZOBnF7IwU1y3BuRbqQZev5ind5TFmpa80XOnzvVi5Grk9lzryeo5IcERMXgZMWiXGZMikFOSk07BgAPR3sdYvUueDNhHojtAxZTPI9g3t2MRbYhEsOBe7XIgd7nED7nFD7nQiPg48vulRW/DltdlHGyXsyiaJsC08QAjwbfO9DToV6utJL4VRnJzWlGQ69rH0fTurc3ctRgCv3M77PADElQz+2TsYe+iLtpumNC0YE1YZR8RMSJ9tVsSorCf3SQSWcIB0VrUy0Cj506qA7upIBhoTGgSS0SyJl44TSSeIEXwaepyJXB7M1HgsW+VgbHG8R23BmyK6nyXsXBQvjlZQQKAEVSUoK0kpkSzEFgtKolKaIV+w6hFo3xydg08jAu2lMIpTEzCqNGNxwry9yrzQoyEPQivvJnYj4bHWavlAJfCTTOoi0KVTexF2sm7dZ0ck5GVAUVaZscpINLsbzZ2ywu1pUxJDBzER6I5gTtFAXGihq9QAUtGSd2o5pqKVbcE/DTMEPfBHZ4QmaCH67AnFA7kaoRL4SlJp3HwlCPVabSRuz4Sd4ElNrCFjacYsEGKpMJxunAgTIFKCmhbUGu/fFNqLsUWtDyI7J+sCumIi0FsCDWRSeBJ6JZvlh36Vl/wqf13IbaimdCcYpL283ROmCAWflnawY2KuK+PZCCq0qZzeReGu88hGnoonIgBm7AUcETNpVRmTkFlRX3lLXKY1ACgFrXbITEm1njRiBDRQ2+4MZAJhq1xJbF7x8+x3Io5kAnY7EVcTm5KSK27BBsXqCpbpBEfAQgsl7KadmN1uzEIsyVkRzrKnRBp8JfGTJVFdv6//O9KsOmZfCbSG70Kb9/0coMhJGJMJo1ZCwVLkpMKTGldoxqRG3CSyYZnQ1hDpuqCvKYGvJZVEUk4ki0o2bCqdESD5hoBeNFdAtwQJ4KZQQC/YFgtSMKY0u5OEb/rY2jt9387qyA38jiolSwTZEExeRaBjm3v3f8aB7AUcAdNWPYJc9ypLhtWr3E1S5YM2EeiO0BEBPdD+Z9ehNp6OCa6baASnI5fzkcNdbsCYpdhhx+RFvdQc1MVqXUxbK4R1Wcm2ExEzKESLJezyUuErwaulAlAXtDmpyUlFvnHLSc2UE5OTCvsmgV1JlgT1coEdaNjlxrzvK0Diq7oY/y5eS5kqPGDETihaioJcEtkZoXGEJiM1o7cR2oq60I4aQrvaGE+5sQAoJ5JwHaHtNTyJJSOgtwQJYKdQIj5fqTKmNJek5Js+NnkZpNnXon2xX1tzvukeORlgoZmx5/FEzJgM2d74jecqu/kSeDin2e6YFtdDiRHQHcFEoC2JcgZpCt8cEYLPwqUEGIGmIBXF5k3U76edGE8uHTi+EjdFrOsi218jaj3pxEBrJewKlqKSNLerR3nDBOaT1U7qdYGdXy6wG9HkaScmLxU3V3874oV8Vmsl6UdSA2qx5Ep8+y1tFKOWomglFKQmbyk8ocjIpfEVGx/p5hJRy8V2rAWxhlALgoaVZLtdb/sc97k+r6EzxELgpPAktDNJmBeCXxb62/p4kGbfshRMA+NxwtxqvvFV+PzyFEx3dhzNRD4LxaS9iIVmh10iJzQWsN3KNpL5JOA2bnVmG0ENyzK9TocWU8auIwy9gI6mCqghjvRpREMM33oycNAUZbIkrqVi0kq404luiNREU/cMN6PVcT3KOmnXJ+erLURf8lKxsKpYXo0lgT23hsDOCH0jan2XF3BnJuJ04FLroO87RnI9kVxfp2mNpP69jVj18WSlwpOKTCOabQvISE2OpoWk+fqGrUIkROqSCLOqnkJ7qUUR2E0Eg2Ph+DDrciCs8ogf8upIa55gtYkqRBLFiFVrdOkL2GGVAJi0NLlGabicbIrj1mwXSSNYYVnG2zqsaK3QLdamb3W7YWToBXSSsba0/3kzRAhmlc3sLcePJid0Q1QvCey9TkQus/JU+L18te4VXmZlKCu5IjmwIBUXwk6tYgSBFgSJZDaBK7HFiyMVHsnXeLucpdfxLoVkQUkWWpyDJIq8q5i9O+ruwAw9IwBG+z2Im9gb1ZdoV29j3RAatBZdL5OhGJwodMWWVKTgjqh1UREHNqUkS9Gqrvp4M4EvJwOmGgJ52qpSlAILwYj0GpFkgM1fLUiaEWhphFGvSY0PWuvWI8spW/yniU0L6EH2PyMElZkhDj9vGIGvBX4iubwsAis02ImmYCnGrYRtdt05XZCKSUeRXWYJiTQ3fMGuhIrqjl0h1JIPKh5PFKvc6UacCdNdcaUpuH07uZH0Y2gfrQQyJb3QAyFSJRAn45hjQUgCnF8nAi00XQ8wVKVgZIAuEy9KQb6d8ZYdZuM8e92reCLCEop99gISsBoJfBLZsFw0f4/ueZOTxlxrBPQQo9uwcBgBvSZDHYHWrkPUX/vfliNBsJBYLCQWZ8OVj1nUvcIFWb81/56PJbNx9y4lX4odvg5iHsjVuBpblHtQC9uQAlIy7wdSIBKwlSLuY6ULqHt3f9+vAfCznNf38UC93bkApFKoFIyn02ihean4CccyYlkkuX/Je8bCYUApaLW9vLFwrMlwC2jP2VINVNJOgmAxsVhs2e/cOT72PSbthGP5Kq+V8uhUxQRvIsVDM7TPQqPMzYt+jV/mvL6KxB9U6+L5lzmPOTsd03/JqgvoUaWZ23r6GaEFF+JxHvMW+z0UYJmANhHo4cVEoDvCpqargbZvAOFEzoiVTpLi4yxB8H7FY8xSPJyrIVI82KgI0jYnt63CPzkO31oWk0rxZ2Ufr0+NCWylyGnNRcviSkrEM8BCo9rMeDIY+3zbSY8J/L/5I10aTfskykIIhZTpnQMN3UUr1dbNsDpbcL3fIkIQjtomgXCImEtsPvA99rgRj+WrWCkV0Vpqs7DbSkjJr/JZfpdxcIHfq4XrPqUb3BtGCOCkm668j7mGgB4dEAFtpXPaWJULVyYo+ytLeCZKGvtGH1GXDvV7CEt1oFu9GVYlPWGIHqMtiT85vOuHrjAAx9n50CVQgscKVZ4q+rxTzhL2oK25wfBPmQwPBBG74v4UKbwzjkmAC+3UF+/BMb0g69eDiskATCDAdVsylSjurkacyra2GLngj3V3UDfx3dVx/voXz1H2c4DGdSImRksoLVis5OrVVQzDi9KtV9cxAnpNhlc5WBba5JINJZdjhzdKeQpS8UzRJ2e8gIYe8a1t4wKjcY+bWCjFiNLMSwkpS9RTUqKB3IBU4vjHnEMEHPPDejLWOuhCwsVSkUj37jd/58QRyn6O+w6e4d4DZ8m4EZevj3NtbpQ4tkkSiyuzaSuuaOgZWteTA1u6DcZx2Q+GNgIdT+RNAmEHEW0saNPAXGLxWinHkwWfZ4sV3irlWmo73gu0qJdhayKEsXRsFT7KuOyPYx4MI97oYROTmUbjlG9S0DhlNRIgOyACGin5MOvwaDXikWrEB/nM0mMCtu+f5cjEJX44cRyAB91L7LKzOKJ33/3k+AIngWP3fc6u6esrHksSyX/8qz/h+MmDvPTEBz0bk2GJfteD1kqjWzxhayOg12TDAnrQEwiDiYzxPw85ZWXxm1KeJws+zxQrvFPJcT3u/5oyGtGwTECvWjFkjclPrJUYZPb1VFCyJAGws8c2jrvCGA2cSpn/uUkkIJOWE7VS5BVsTxTjScJIoikoTVZpMlrjLFvP3leL+SjrLJUDlPCX9/43Hsksrzff+5J1u2euAHD+4tQtAtqyFA/efZrjnx/kB48exzYJy8OHVtBqnwFTxm5N+q8W+kRYTNdlTEN/CLTk9VKe7xd8nij4vFnKr9EivPNoC5QFMrpJD7eSHb/G6k8nbSrldaLbopUohRHnbXHesTkUxUzEMdd7UA0jpxR74pgQqKXMvtEkEIJijyLQnlJMxIptsWI0URSUJrdMHEtW7tLNgl8xEErBohRUpCAB9kcJL5QCfjG61Na7pDxaFicdQimoBS7VwKWYq7Fn5iqguXht26rbHz38Fb/96Agnz+zh/kNnezpWQ/8xEejOMJQCWmdcwqI563eUAT7GYgTvlHM8WfR5slDh9XK+J7Wqq5OaaCpC+BZiecTZU73TpFrc9rdrqV52G96dNSPkLb/A5p6eBk5kXA5FMY/WQv6h0OUpWCleLvtI4LWst+7m/aIqBWOdENBKMRUrJhLNaKIoKkU+0XgNcWxx6y50QxwLqFiCipSUpGDOkszakjlLrFm7O79QZSZW7A1izmVsSOC/Xn2cZ/e8dcu2cSyZL+WZWyyyUM5TqmSphS5h5BDFFlFkE8U2cWLVb3H9PlESpSSJEiglUVqgl93qLH0qSyb8+3/zP5FSMTs/suq4J0ZL7NtxiQ9PHjICegiJddByZDkm6vJoBpcNzd6Dbt/AkiTuFjgTp4kBFtBQrxP9TjnHU4UKTxV8Xi/lutqxUAuIxhKErWEkXvH1Ddye2YYXqu0I+QbRKbaNV6XkqpRMKkVOKfwuRoVHNGSA07bNJWcD032PjuvKBrsRFmPF/jDijkgxnigy+tbocULdIlKSgoolKEnJgiWZtQTXbbmpboyvFDP867kqT5UD9oYxntJMvH0H/+ntlwlChyi2bwjgOmvtlfrGo0JohNBIqZFSIYXCshSOrbCsBNtS2FaCbSc4doxjx7h2jOPEJInkxKmD/NX/eQGtJEG0tmXn6OGv+PtfPcm1+RG2j6WjyYuhu7iuy8zMDG9d+oe2njczM4PruutvOGQMZQQ6nC6gh/KTG25HpAVvlXM8U/R5qujzeimPr7p4yTudV9O3BilPcPitl+Flv8rj1YBX89n1n7BBFhsXGHKbuQyrRdczhEtW/fcaTxTX1xG0u4OYR/2QnNI0l7gaqAm4ZEsuOZIrtsWsLbtuWYml5Lc5lyf8kP1hvcqGLrlUbIFjJxRyVTw3IusF5LM1CtkqIwWfkUKZ8ZEy+WyA54Yd9SFfuLKdi9e2I4TiR8+9veZ29+w7T9arcfzkQV78/ocde39Da/QjkdDzPM6cOUMYtleL3nVdPC+9V7D6xfDJSCEIR0wDlU4yaBU4bkeoJW+WcjxbrPBUocLrpTw1Uyd6YFntOE/DvjpvW8xLwY4koZgoSu3UZm4HKQmBUbWxEmpWoshqyOuEnK4n0mWVJqM0GQ2u1rhac9G2eL+QWf8F12C+2Y0w1lxfJ8/xaDWkoDSzluCKbXHWtbhk96E8nwAkfDEhubJfkUgYydf4t/ve4i+Kl7BEf+aNf/7Cm/z3nz/P7z/5Hrtmrq+5nW0rHjh0ho++2M9z3zuBbZqrDAWe5xkx3CGGT0AD/vZ0lnIypIOalrxRzvNMscKTRZ83SjnTbGXQEBo1skqlCw2ybCN6XIZ5NV73PH7oV3muWuWnhXzX3mdRSrYrxb9aLANLJoK17pt/C25vg2km1wlgJIk3JaDnrPqcPNpCXeVI1Jtpn87YfJbt32VlMR7y48d/zE6rzAHn5kob/ZsvJrct8u/+/H+1tO3Rw1/y7ieHOXVmN0cOnuvuwAyGLUbbAnrQ/c/adVDprORkSBG+krxVyvF0cak6R7wBV622oLxbgQB3QS4l5wtaq7Zh2BBCsGrP5TQllC/YFpelZFqpehmFLkVQP8s4K9qH62U3aOaRihX/X0+qEwRCULUFNVlP9PNFPcmuIrnhVf6Xs5VN+80XZf19Cy0kEr5azPCn81WO+REJgs9b7AbYafSCi0uyingeHCbHF9kzc5kPTx4yAroP9LsetGFzDF0EWhU9kqzxb3SUFImSTlJSFm+VczxdqPBQrsbv/Pa9qlqAKiYIRxGMr3zM7IV9ILl91ZFek6Gxpuqi/eCc43DO2bjIVDa39b04Gny5yb250Y0w34KAjqTkb8ey/Ol8lcf8sF7fuh8iWteTjwedY/ed4m9ffZrzFyfZc8fVfg/HYBgYhu66dHUm1+8hGAaIhcTiZC3DbjfCE8YjOPAoQZp+xoJS+GJwRVg+VtjAVXvzp5IE8FosZRdKyU/GsoTA9/0QuwXrRzcoqe4lgPaKw/vPM7N9ll+9ezRVV2gMhrQzdAI68YRJIOw0W3zSPRu49aYJmfYylwESj1WtBAaDVHXxOZfS5iZNbpd0eU8QIYBTmc1fzAzb7EYYSskFt+6dblc+Z5TG2qxaVPBfLj++uddIAULA8987zreXp/ji3K5+D8dgGBjanvV+/vV/AAbTC60dm+pEuk9WhvQRIzgXONyZifi8lqGdNifK6UDzEMOWZGdSNwBctAc3qdlp7NqZDuzigRSMJO290EiiUHD72tFaM5popuOEqVgxHSWMKE0EfONanHVtvnUtkjavBGhbs83123pOYzik7aLD/l0XuXPnRX793kMc2nMBaeYsg2FdNhw2aAppGBwxrXMZ00Clw6ShJFgvOB24HPQidrkR58NbM//jLCRZEAnYlaX/1yb6bFiD3VGCBs5upMFJSvhdzuHuIOaJSsDfOLKtJig340vBeJsCOq800U1TuqU122PFVJwwFdXvPV2PUs9akm9diyu2RTFR7AsTni8HRMC3rsU51+Yb1yK+SeHqjGL3vmvsKCzwJ5MfADBhlXnaC4HWFkBaw7uf3MNr7z/I+EiZQ3u/5a69F9g5da3vgloIeP7R4/znv/tDPv7iTh665+v+DmiIMImEg0tHZu7lYrpJGkV1POaZChxdYBhEdFlZXIosDmZCzocON6cARiOaaGdY9xDGy0SEaKkZtmHYUIq9cb1JbrebfXSTWEo+zto8WI35F/NV/vdYdkOfJ6M0ivpRdaAWEUhBJASRqFcDaf6tlinNXKLwdL15yp4wZipSTMcJE7HCAiLgiiM56Tlcti2uOvIWYfxxjoaQjtkbJDxbDoiBC67FGdfmjGuBEDijAb+67yc44max3Jp4ni/l+elvHufcxWkePvwlUWzx4clDvH38fvLZKgd3f8fDh79k18y1tr+7TrFjcpbD+8/x+gcPct/Bsx1t7mIwbEWE1t1PG0iLmC7fP8PcocGN9qQRoUlFTd1eMG1HPFms8pvFHLPJyv2oOl0X0IZ0oyOJrKwiejQ9TS48GEQ8EQR85Dqc8DZeP7kXaAv0Opf07/dDHqlGlKXgJ+O3SdTWmhGlGY8VE4m6cd+svtGsK70WzbbcoRBYWpNfNqyyFFyx610ILzuSOUui2wztFhpR6b1hzFSsOONavFnIIKZrfPbUj1cR0LdHa/jo1AF++c4jZDMhLz/7W/btvAyAUoJvL2/ni3O7OHV2N/OlPD96/m2OHDjf1nt0kuvzRf7yb/4ZP3j0ON9/8GTfxjFsmAj0YNITNZmWCHVtbHC9hqllCKLPTS7HNqVEctALea9iFmIDia1Qo6so5VgiS1bPrqYciiI08LG7NS6JfZJzuSNK2BErpFIrrBxjseKeWnRDMDc/sS8Es7bktGsza0tmLcmiBCkErtY4GhytcRv3jta4qvl3/T6nNGcyNldsSaUD3RzLluTTrOTTrMOeMOaZUsBLizVedVxORhEPuK2fQ8q+x/994zG+PLeLB+/+ipce/4CMG914XErNnjuusueOqzx37AQ/fe1x/u7VpwiCd3n43q82/Vk2wsRYiaP3fMVbx+/j6D1f4WWi9Z9kMAwpfVMBN4vqbgtqnXGJTQU7w6YQnA5cHsjW8IS60eJbC4izQ7SSGGDWCkjqHvuQtilFWYhNeYZ7hqKlek1fuzY745ADQcKXWUkhURz1Iw6EMb4UXLIl53Ius5Zk1pbU1qgdnQBVIah29EO0z3nX5ucjghdKNf74asDZuRkemJ5v6bknv97Nz958FCk0f/bSa9y979vbbm9Zmh89/zZZL+Bnbz5GNcjw+EOf9cUb/fQjn/DJl/t558QRnn/0RO8HMCSYqPPgk5owWrere+iMTewZN6phc5wPHR7I1rjDiTmzLJlQZdupzWEYZrbFMTbwzQBX31iNrzMWT/pwKIyZSBR3BzE1IfjHvMsXGXuFf3lQuOZY/Gw0y4uLNT77+Qs88ge/Yef09TW3rwUOv3j7GJ98uZ+7953nj55+l3w2aOm9hICXHv8d2UzIr987SrWW4QePfdhzEV3MV/ne/Sd595PDHLvvFMV8v5cyWw8jnrcGPfFAGwwGg8FgMBgMW4UBuH5oMBgMBoPBYDCkByOgDQaDwWAwGAyGNjAC2mAwGAwGg8FgaAMjoA0Gg8FgMBgMhjYwAtpgMBgMBoPBYGgDI6ANBoPBYDAYDIY2MALaYDAYDAaDwWBoAyOgDQaDwWAwGAyGNjAC2mAwGAwGg8FgaIP/DyM0xk8ikHVzAAAAAElFTkSuQmCC",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "pvdeg.geospatial.plot_sparse_analysis(medium_res, 'annual_poa', 'nearest')"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "id": "de82ccdf-50a5-47c0-b753-e8f92cf484b0",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7fa608f6fdf0>,\n",
+       " <matplotlib.lines.Line2D at 0x7fa609027280>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb655ff0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553340>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553430>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553520>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553610>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553700>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb5537f0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb5538e0>]"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
    "source": [
     "plt.plot(medium_res.isel(latitude=0, longitude=0)[\"ground_irradiance\"])"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "id": "67580a53-b5b3-4b5b-8da7-9ce4a9efe955",
    "metadata": {},
    "outputs": [],
@@ -117,17 +573,72 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "id": "cb791439",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<xarray.DataArray 'ground_irradiance' (month: 12, distance: 10, latitude: 4,\n",
+      "                                       longitude: 8)> Size: 31kB\n",
+      "array([[[[         nan,          nan,          nan, ...,          nan,\n",
+      "          251.39039332,          nan],\n",
+      "         [ 58.11468011, 135.50811653, 130.04334361, ..., 133.85232808,\n",
+      "          181.60070609,          nan],\n",
+      "         [ 24.4110864 ,  33.46128267,  51.87048449, ...,  90.97590087,\n",
+      "          107.67174537, 131.8752547 ],\n",
+      "         [  8.26424536,  22.79696518,  19.23474817, ...,  24.92301527,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "          103.76320269,          nan],\n",
+      "         [ 55.77057148, 115.69480471, 112.8438219 , ...,  99.32727088,\n",
+      "          120.38113996,          nan],\n",
+      "         [ 22.53734324,  31.22800764,  51.19419846, ...,  86.67066136,\n",
+      "           96.55777299, 120.14957928],\n",
+      "         [  7.38388653,  22.51238988,  18.32837128, ...,  21.68954543,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "           42.57529255,          nan],\n",
+      "...\n",
+      "         [ 12.333173  ,  28.41159403,  22.87259253, ...,  27.3881325 ,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "          248.19258977,          nan],\n",
+      "         [ 42.87367917,  88.80021582, 106.52643991, ..., 113.11738056,\n",
+      "          164.02841003,          nan],\n",
+      "         [ 24.38907928,  40.30138706,  54.3540074 , ...,  52.7384575 ,\n",
+      "           77.66398026, 108.71171791],\n",
+      "         [ 12.03743894,  27.73215436,  22.3266134 , ...,  26.7337941 ,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "          245.29237797,          nan],\n",
+      "         [ 43.48132746,  88.60786711, 103.92382316, ..., 113.43129613,\n",
+      "          161.74577644,          nan],\n",
+      "         [ 20.04100436,  34.44959505,  47.99611584, ...,  52.2727773 ,\n",
+      "           77.46978657, 114.82469067],\n",
+      "         [  9.83042264,  22.66160408,  18.25205791, ...,  21.96490808,\n",
+      "                   nan,          nan]]]])\n",
+      "Coordinates:\n",
+      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
+      "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
+     ]
+    }
+   ],
    "source": [
     "print(monthly_avg_ground_irradiance)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "id": "365df99d",
    "metadata": {},
    "outputs": [],
@@ -137,10 +648,64 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "id": "d79b185a",
    "metadata": {},
-   "outputs": [],
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<xarray.DataArray 'ground_irradiance' (month: 12, latitude: 4, longitude: 8)> Size: 3kB\n",
+      "array([[[         nan,          nan,          nan,  55.55454222,\n",
+      "                  nan,          nan,  54.30759401,          nan],\n",
+      "        [ 35.66458307,  40.59103488,  40.46357   ,  44.17483044,\n",
+      "          38.23314725,  45.83745845,  47.71876003,          nan],\n",
+      "        [ 39.04732841,  59.41248872,  51.33722895,  45.81060321,\n",
+      "          44.22284708,  47.42881641,  63.82298453,  56.19135839],\n",
+      "        [ 18.42538431,  31.28036718,  32.88908583,  47.30613005,\n",
+      "          47.39860878,  39.10015323,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan, 104.8980246 ,\n",
+      "                  nan,          nan, 155.29302898,          nan],\n",
+      "        [ 36.79962246,  41.09304574,  45.26533339,  66.73025286,\n",
+      "          49.57519075,  53.01782325,  67.4399442 ,          nan],\n",
+      "        [ 53.60133553,  60.33875813,  55.05855703,  48.44754639,\n",
+      "          58.31600858,  59.08787611,  67.57435107,  54.71638341],\n",
+      "        [ 36.28722966,  46.43342067,  43.50432716,  62.83279925,\n",
+      "          60.6334192 ,  53.1093523 ,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan, 348.21173935,\n",
+      "                  nan,          nan, 378.74006794,          nan],\n",
+      "...\n",
+      "        [ 38.29083014,  37.54177384,  39.04654308,  53.44733554,\n",
+      "          56.17393716,  63.47109262,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan,  50.67159834,\n",
+      "                  nan,          nan,  76.8608843 ,          nan],\n",
+      "        [ 34.86013943,  34.68086615,  40.94334403,  48.2680945 ,\n",
+      "          45.57431594,  45.95696384,  53.67188758,          nan],\n",
+      "        [ 41.21827863,  53.5286527 ,  47.62802565,  49.86548579,\n",
+      "          47.2155504 ,  42.41094187,  48.98625946,  46.93656222],\n",
+      "        [ 26.93523979,  31.05764138,  27.01988711,  34.65464139,\n",
+      "          40.5100063 ,  41.67008131,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan,  47.10179432,\n",
+      "                  nan,          nan,  66.80519706,          nan],\n",
+      "        [ 27.96973337,  28.58968181,  33.16463003,  50.27248172,\n",
+      "          46.83395599,  47.73322266,  51.28955115,          nan],\n",
+      "        [ 22.58342063,  34.84724638,  46.73696187,  41.06061184,\n",
+      "          44.12415287,  32.52202571,  41.72006111,  38.7341562 ],\n",
+      "        [ 10.55177385,  26.54350573,  21.51469669,  36.23303271,\n",
+      "          26.80682775,  24.15405281,          nan,          nan]]])\n",
+      "Coordinates:\n",
+      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
+      "    distance   int64 8B 4\n",
+      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
+     ]
+    }
+   ],
    "source": [
     "print(ground_irradiance_4th_index)"
    ]
@@ -1161,9 +1726,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "rpp",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
-   "name": "rpp"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1175,7 +1740,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.12.2"
   }
  },
  "nbformat": 4,

From 050834ef9f1491c078d6f80088544157a6a86c3f Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Mon, 9 Dec 2024 11:35:41 -0700
Subject: [PATCH 083/109] New Logo/Favicon!

---
 docs/source/PVDeg-Flow.svg                    |  10 ----
 docs/source/_static/PVDeg-Flow.svg            |  10 ++++
 .../_static/logo-vectors/PVdeg-Logo-Black.svg |  27 +++++++++
 .../_static/logo-vectors/PVdeg-Logo-Color.svg |  56 ++++++++++++++++++
 .../logo-vectors/PVdeg-Logo-Horiz-Color.svg   |  56 ++++++++++++++++++
 .../logo-vectors/PVdeg-Logo-Horiz-black.svg   |  27 +++++++++
 .../logo-vectors/PVdeg-Logo-Horiz-white.svg   |  27 +++++++++
 .../_static/logo-vectors/PVdeg-Logo-White.svg |  27 +++++++++
 docs/source/_static/pvdeg.ico                 | Bin 0 -> 3758 bytes
 docs/source/conf.py                           |   4 +-
 docs/source/index.rst                         |   7 ++-
 docs/source/whatsnew/releases/v0.4.4.rst      |   3 +-
 12 files changed, 238 insertions(+), 16 deletions(-)
 delete mode 100644 docs/source/PVDeg-Flow.svg
 create mode 100644 docs/source/_static/PVDeg-Flow.svg
 create mode 100644 docs/source/_static/logo-vectors/PVdeg-Logo-Black.svg
 create mode 100644 docs/source/_static/logo-vectors/PVdeg-Logo-Color.svg
 create mode 100644 docs/source/_static/logo-vectors/PVdeg-Logo-Horiz-Color.svg
 create mode 100644 docs/source/_static/logo-vectors/PVdeg-Logo-Horiz-black.svg
 create mode 100644 docs/source/_static/logo-vectors/PVdeg-Logo-Horiz-white.svg
 create mode 100644 docs/source/_static/logo-vectors/PVdeg-Logo-White.svg
 create mode 100644 docs/source/_static/pvdeg.ico

diff --git a/docs/source/PVDeg-Flow.svg b/docs/source/PVDeg-Flow.svg
deleted file mode 100644
index c5469dca..00000000
--- a/docs/source/PVDeg-Flow.svg
+++ /dev/null
@@ -1,10 +0,0 @@
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" 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-  <!-- svg-source:excalidraw -->
-  
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" 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+  <!-- svg-source:excalidraw -->
+  
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new file mode 100644
index 00000000..60087393
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diff --git a/docs/source/_static/logo-vectors/PVdeg-Logo-Color.svg b/docs/source/_static/logo-vectors/PVdeg-Logo-Color.svg
new file mode 100644
index 00000000..d082f0c3
--- /dev/null
+++ b/docs/source/_static/logo-vectors/PVdeg-Logo-Color.svg
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index 00000000..cb6121a9
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new file mode 100644
index 00000000..ab3b6480
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diff --git a/docs/source/_static/logo-vectors/PVdeg-Logo-Horiz-white.svg b/docs/source/_static/logo-vectors/PVdeg-Logo-Horiz-white.svg
new file mode 100644
index 00000000..22d61d60
--- /dev/null
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diff --git a/docs/source/_static/logo-vectors/PVdeg-Logo-White.svg b/docs/source/_static/logo-vectors/PVdeg-Logo-White.svg
new file mode 100644
index 00000000..cc795b30
--- /dev/null
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diff --git a/docs/source/conf.py b/docs/source/conf.py
index 680216c2..f07206d5 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -147,12 +147,12 @@
 
 # The name of an image file (relative to this directory) to place at the top
 # of the sidebar.
-html_logo = "../../tutorials_and_tools/pvdeg_logo.png"  # logo should work at this path
+html_logo = "./_static/logo-vectors/PVdeg-Logo-Horiz-Color.svg"  # logo should work at this path
 
 # The name of an image file (within the static path) to use as favicon of the
 # docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
 # pixels large.
-# html_favicon = None
+html_favicon = "./_static/pvdeg.ico"
 
 html_static_path = ["_static"]
 
diff --git a/docs/source/index.rst b/docs/source/index.rst
index a548f553..c6a8a126 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -3,9 +3,10 @@
    You can adapt this file completely to your liking, but it should at least
    contain the root `toctree` directive.
 
-.. image:: ../../tutorials_and_tools/pvdeg_logo.png
-   :width: 500
+.. .. image:: ../../tutorials_and_tools/pvdeg_logo.png
+..    :width: 500
 
+.. image:: ./_static/logo-vectors/PVdeg-Logo-Horiz-Color.svg
 
 
 Welcome to pvdeg!
@@ -30,7 +31,7 @@ The source code for pvdeg is hosted on `github <https://github.com/NREL/pvdeg>`_
 See :ref:`tutorials` to learn how to use and experiment with various functionalities
 
 
-.. image::  PVDeg-Flow.svg
+.. image::  ./_static/PVDeg-Flow.svg
     :alt: PVDeg-Flow diagram.
 
 
diff --git a/docs/source/whatsnew/releases/v0.4.4.rst b/docs/source/whatsnew/releases/v0.4.4.rst
index 23fe0842..c2296037 100644
--- a/docs/source/whatsnew/releases/v0.4.4.rst
+++ b/docs/source/whatsnew/releases/v0.4.4.rst
@@ -3,8 +3,9 @@ v0.4.4 (2024-11-19)
 
 Enhancements
 ------------
-Documenation overhaul. Significant ``User Guide`` improvements. Added geospatial information with visual aids, added meteorological data page and materials access page.
+* Documenation overhaul. Significant ``User Guide`` improvements. Added geospatial information with visual aids, added meteorological data page and materials access page.
 Suite of utility functions to facilitate accessing material parameter json files.
+* New Logo!
 
 Contributors
 -----------

From 487ccdaf3759a7450a06af7363d1f569e273493e Mon Sep 17 00:00:00 2001
From: Ford <tford@nrel.gov>
Date: Mon, 9 Dec 2024 11:38:28 -0700
Subject: [PATCH 084/109] existing spelling mistakes

---
 docs/source/index.rst | 5 ++---
 1 file changed, 2 insertions(+), 3 deletions(-)

diff --git a/docs/source/index.rst b/docs/source/index.rst
index c6a8a126..5eef84de 100644
--- a/docs/source/index.rst
+++ b/docs/source/index.rst
@@ -39,16 +39,15 @@ How the Model Works
 ===================
 
 Coupled with pvlib for module performan and weather/irradiance calculations,
-the PVDegradation Tool estimates degradations, and accelerated factors on
+PVDegradation Tool estimates degradations, and accelerated factors on
 user-defined parameters. The `Data Library` is under development as part of the
 PVDegradationTool project, compiling literature parameters and functions.
 
 The PVDegradationTool simulatineously reads tens of terabytes of time-series
 solar data from state-of-art resource data set National Solar Radiation Database
-(NSRDB), publicly avialable no the cloud, enabling the execution of pvdeg
+(NSRDB), publicly available on the cloud, enabling the execution of pvdeg
 beyond the confines of NREL's high-performance computing capabilities.
 
-
 Citing PVDegradation Tools
 ==========================
 

From fe22aefccd04d0f674f8b5a8d732e799c0252b94 Mon Sep 17 00:00:00 2001
From: Tobin Ford <tobin.ford@nrel.gov>
Date: Thu, 12 Dec 2024 15:48:43 -0700
Subject: [PATCH 085/109] debugging notebook

---
 pvdeg/pysam.py                              |   9 +-
 scripts/debug/01_pvsamv1.json               | 410 ++++++++++++
 scripts/debug/debug-ground-irradiance.ipynb | 657 ++++++++++++++++++++
 scripts/debug/small_usa_geometa.pkl         | Bin 0 -> 2626 bytes
 scripts/debug/small_usa_geoweather.pkl      | Bin 0 -> 9745887 bytes
 scripts/pysam_america.ipynb                 |   6 +-
 scripts/pysam_wrangling.ipynb               |   4 +-
 7 files changed, 1079 insertions(+), 7 deletions(-)
 create mode 100644 scripts/debug/01_pvsamv1.json
 create mode 100644 scripts/debug/debug-ground-irradiance.ipynb
 create mode 100644 scripts/debug/small_usa_geometa.pkl
 create mode 100644 scripts/debug/small_usa_geoweather.pkl

diff --git a/pvdeg/pysam.py b/pvdeg/pysam.py
index 20e4d354..4ea45149 100644
--- a/pvdeg/pysam.py
+++ b/pvdeg/pysam.py
@@ -425,6 +425,13 @@ def inspire_ground_irradiance(weather_df, meta, config_files):
         returns an custom class object so we can unpack it later.
     """
 
+    if (not isinstance(weather_df, pd.DataFrame) or not isinstance(meta, dict)):
+        raise ValueError(f"""
+            weather_df must be pandas DataFrame, meta must be dict.
+            weather_df type : {type(weather_df)}
+            meta type : {type(meta)}
+        """)
+
     outputs = pysam(
         weather_df = weather_df,
         meta = meta,
@@ -448,7 +455,7 @@ def solar_resource_dict(weather_df, meta):
     Works on PVGIS and appears to work on NSRDB (NOT PSM3).
     """
 
-    weather_df = weather_df.reset_index(drop=True) # Probably dont need to do this
+    # weather_df = weather_df.reset_index(drop=True) # Probably dont need to do this
     weather_df = utilities.add_time_columns_tmy(weather_df) # only supports hourly data
     
     sr = {
diff --git a/scripts/debug/01_pvsamv1.json b/scripts/debug/01_pvsamv1.json
new file mode 100644
index 00000000..f37879aa
--- /dev/null
+++ b/scripts/debug/01_pvsamv1.json
@@ -0,0 +1,410 @@
+{
+	"solar_resource_file" : "C:/SAM/2023.12.17/solar_resource/phoenix_az_33.450495_-111.983688_psmv3_60_tmy.csv",
+	"transformer_no_load_loss" : 0,
+	"transformer_load_loss" : 0,
+	"system_use_lifetime_output" : 1,
+	"analysis_period" : 25,
+	"dc_degradation" : [ 0.5 ],
+	"en_dc_lifetime_losses" : 0,
+	"dc_lifetime_losses" : [ 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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+	"ur_ec_sched_weekday" : [ [ 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  3,  3,  3,  3,  3,  4,  4,  4,  4 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  3,  3,  3,  3,  3,  4,  4,  4,  4 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  3,  3,  3,  3,  3,  4,  4,  4,  4 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  3,  3,  3,  3,  3,  4,  4,  4,  4 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  1,  1,  1,  1,  1,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  1,  1,  1,  1,  1,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  1,  1,  1,  1,  1,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  1,  1,  1,  1,  1,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  1,  1,  1,  1,  1,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  1,  1,  1,  1,  1,  2,  2,  2,  2 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  3,  3,  3,  3,  3,  4,  4,  4,  4 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  3,  3,  3,  3,  3,  4,  4,  4,  4 ] ],
+	"ur_ec_sched_weekend" : [ [ 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2 ], [ 2, 2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2,  2 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4 ], [ 4, 4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4,  4 ] ],
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+	"enable_interconnection_limit" : 0,
+	"grid_interconnection_limit_kwac" : 100000
+}
diff --git a/scripts/debug/debug-ground-irradiance.ipynb b/scripts/debug/debug-ground-irradiance.ipynb
new file mode 100644
index 00000000..239ebc4e
--- /dev/null
+++ b/scripts/debug/debug-ground-irradiance.ipynb
@@ -0,0 +1,657 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "import xarray as xr\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import pickle"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "with open(\"small_usa_geometa.pkl\", 'rb') as f:\n",
+    "    meta = pickle.load(f)\n",
+    "\n",
+    "with open(\"small_usa_geoweather.pkl\", 'rb') as f:\n",
+    "    weather = pickle.load(f)\n",
+    "\n",
+    "# meta\n",
+    "# weather"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "res = pvdeg.pysam.inspire_ground_irradiance(\n",
+    "    weather_df=weather.isel(gid=0).to_dataframe(),\n",
+    "    meta=meta.iloc[0].to_dict(),\n",
+    "    config_files={\"pv\":\"01_pvsamv1.json\"}\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
+       "<defs>\n",
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+       "<symbol id=\"icon-file-text2\" viewBox=\"0 0 32 32\">\n",
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+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
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+       ":root {\n",
+       "  --xr-font-color0: var(--jp-content-font-color0, rgba(0, 0, 0, 1));\n",
+       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
+       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 771kB\n",
+       "Dimensions:            (time: 8760, distance: 10)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 70kB 2023-01-01T00:30:00 ... 202...\n",
+       "  * distance           (distance) int32 40B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa         float64 8B 3.223e+05\n",
+       "    ground_irradiance  (time, distance) float64 701kB dask.array&lt;chunksize=(8760, 10), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-127ef8ad-b6ef-46ab-8bad-29038c52ae32' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-127ef8ad-b6ef-46ab-8bad-29038c52ae32' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-761ef908-9c8c-4039-a7b4-361998694707' class='xr-section-summary-in' type='checkbox'  checked><label for='section-761ef908-9c8c-4039-a7b4-361998694707' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2023-01-01T00:30:00 ... 2023-12-...</div><input id='attrs-7b6d9785-ef16-4339-b67c-084cd665a49b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7b6d9785-ef16-4339-b67c-084cd665a49b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ebea3344-ead2-4e54-9f68-f2cfff3c7c66' class='xr-var-data-in' type='checkbox'><label for='data-ebea3344-ead2-4e54-9f68-f2cfff3c7c66' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2023-01-01T00:30:00.000000000&#x27;, &#x27;2023-01-01T01:30:00.000000000&#x27;,\n",
+       "       &#x27;2023-01-01T02:30:00.000000000&#x27;, ..., &#x27;2023-12-31T21:30:00.000000000&#x27;,\n",
+       "       &#x27;2023-12-31T22:30:00.000000000&#x27;, &#x27;2023-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-b7b38174-655f-44e2-a955-b36ac725a86a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b7b38174-655f-44e2-a955-b36ac725a86a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13b9755c-3761-4536-9f60-c5a8a05f5728' class='xr-var-data-in' type='checkbox'><label for='data-13b9755c-3761-4536-9f60-c5a8a05f5728' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-13608012-bbca-49f4-8efc-b8bad9515714' class='xr-section-summary-in' type='checkbox'  checked><label for='section-13608012-bbca-49f4-8efc-b8bad9515714' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.223e+05</div><input id='attrs-11ac069a-48bf-40e1-8581-2e04ebabecce' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-11ac069a-48bf-40e1-8581-2e04ebabecce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1f30cc4f-a54d-4565-9eaf-0630db9ab275' class='xr-var-data-in' type='checkbox'><label for='data-1f30cc4f-a54d-4565-9eaf-0630db9ab275' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(322280.3239642)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 10), meta=np.ndarray&gt;</div><input id='attrs-07e44418-0e10-4e50-b0c1-be8c52b68afc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-07e44418-0e10-4e50-b0c1-be8c52b68afc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-108d276e-4b21-49e4-9cc6-2ae46d9876ac' class='xr-var-data-in' type='checkbox'><label for='data-108d276e-4b21-49e4-9cc6-2ae46d9876ac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 684.38 kiB </td>\n",
+       "                        <td> 684.38 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 10) </td>\n",
+       "                        <td> (8760, 10) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >10</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">8760</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-648319b7-c3bd-4fbd-baa9-71be830932cd' class='xr-section-summary-in' type='checkbox'  ><label for='section-648319b7-c3bd-4fbd-baa9-71be830932cd' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-6e749ad3-79f0-40e0-a908-c4d44614fa99' class='xr-index-data-in' type='checkbox'/><label for='index-6e749ad3-79f0-40e0-a908-c4d44614fa99' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2023-01-01 00:30:00&#x27;, &#x27;2023-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2023-01-01 02:30:00&#x27;, &#x27;2023-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2023-01-01 04:30:00&#x27;, &#x27;2023-01-01 05:30:00&#x27;,\n",
+       "               &#x27;2023-01-01 06:30:00&#x27;, &#x27;2023-01-01 07:30:00&#x27;,\n",
+       "               &#x27;2023-01-01 08:30:00&#x27;, &#x27;2023-01-01 09:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2023-12-31 14:30:00&#x27;, &#x27;2023-12-31 15:30:00&#x27;,\n",
+       "               &#x27;2023-12-31 16:30:00&#x27;, &#x27;2023-12-31 17:30:00&#x27;,\n",
+       "               &#x27;2023-12-31 18:30:00&#x27;, &#x27;2023-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2023-12-31 20:30:00&#x27;, &#x27;2023-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2023-12-31 22:30:00&#x27;, &#x27;2023-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-049223e5-6fc2-4531-9e92-df7d78123d8e' class='xr-index-data-in' type='checkbox'/><label for='index-049223e5-6fc2-4531-9e92-df7d78123d8e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int32&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-60085995-cd7a-44d3-9870-ff7cbbeef1a8' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-60085995-cd7a-44d3-9870-ff7cbbeef1a8' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 771kB\n",
+       "Dimensions:            (time: 8760, distance: 10)\n",
+       "Coordinates:\n",
+       "  * time               (time) datetime64[ns] 70kB 2023-01-01T00:30:00 ... 202...\n",
+       "  * distance           (distance) int32 40B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa         float64 8B 3.223e+05\n",
+       "    ground_irradiance  (time, distance) float64 701kB dask.array<chunksize=(8760, 10), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "single_location_xr = pvdeg.pysam._handle_pysam_return(\n",
+    "    res\n",
+    ")\n",
+    "\n",
+    "single_location_xr"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.QuadMesh at 0x1f115668fd0>"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "single_location_xr['ground_irradiance'].plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.QuadMesh at 0x1f11592afd0>"
+      ]
+     },
+     "execution_count": 8,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mask = np.any(single_location_xr.ground_irradiance != 0, axis=1)\n",
+    "\n",
+    "nonzero = single_location_xr.ground_irradiance.compute()[mask.compute()]\n",
+    "\n",
+    "nonzero.compute()\n",
+    "\n",
+    "nonzero.plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.QuadMesh at 0x1f117f278e0>"
+      ]
+     },
+     "execution_count": 10,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "mask = np.any(single_location_xr.ground_irradiance >= 0, axis=1)\n",
+    "\n",
+    "nonnegative = single_location_xr.ground_irradiance.compute()[mask.compute()]\n",
+    "\n",
+    "nonnegative.compute()\n",
+    "\n",
+    "nonnegative.plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "deg",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.19"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/scripts/debug/small_usa_geometa.pkl b/scripts/debug/small_usa_geometa.pkl
new file mode 100644
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diff --git a/scripts/debug/small_usa_geoweather.pkl b/scripts/debug/small_usa_geoweather.pkl
new file mode 100644
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literal 0
HcmV?d00001

diff --git a/scripts/pysam_america.ipynb b/scripts/pysam_america.ipynb
index 51513cc4..5752a74a 100644
--- a/scripts/pysam_america.ipynb
+++ b/scripts/pysam_america.ipynb
@@ -355,9 +355,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "rpp",
+   "display_name": "deg",
    "language": "python",
-   "name": "rpp"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -369,7 +369,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.9.19"
   }
  },
  "nbformat": 4,
diff --git a/scripts/pysam_wrangling.ipynb b/scripts/pysam_wrangling.ipynb
index 5ad583f7..bd3ba114 100644
--- a/scripts/pysam_wrangling.ipynb
+++ b/scripts/pysam_wrangling.ipynb
@@ -1328,7 +1328,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": null,
    "id": "6f0b7df8-8350-4885-b011-407746e92426",
    "metadata": {},
    "outputs": [
@@ -1583,8 +1583,6 @@
     "        }\n",
     "    )\n",
     "    \n",
-    "    \n",
-    "    \n",
     "    # Add map features\n",
     "    ax.coastlines()\n",
     "    ax.add_feature(cfeature.BORDERS, linestyle=':')\n",

From 00ae56a610f7c4e9ff46652adf106470d8b65569 Mon Sep 17 00:00:00 2001
From: Tobin Ford <tobin.ford@nrel.gov>
Date: Mon, 13 Jan 2025 14:33:05 -0700
Subject: [PATCH 086/109] GeoGridFusion modifications

---
 pvdeg/store.py   | 233 ++++++++++++++++++++++++-----------------------
 pvdeg/weather.py |   9 ++
 2 files changed, 126 insertions(+), 116 deletions(-)

diff --git a/pvdeg/store.py b/pvdeg/store.py
index cc7644fa..16e8ee32 100644
--- a/pvdeg/store.py
+++ b/pvdeg/store.py
@@ -8,153 +8,154 @@
 
 from pvdeg import METOROLOGICAL_DOWNLOAD_PATH
 
-def get(group):
-    """
-    Extract a weather xarray dataset and metadata pandas dataframe from your zarr store. 
-    `get` pulls the entire datastore into these objects. PVDeg does not make indexing available at this stage. 
-    This is practical because all datavariables are stored in dask arrays so they are loaded lazily instead of into memmory when this is called.
-    Choose the points you need after this method is called by using `sel`, `isel`, `loc, `iloc`.
+# THESE HAVE BEEN MOVED TO GEOGRIDFUSION
+# def get(group):
+#     """
+#     Extract a weather xarray dataset and metadata pandas dataframe from your zarr store. 
+#     `get` pulls the entire datastore into these objects. PVDeg does not make indexing available at this stage. 
+#     This is practical because all datavariables are stored in dask arrays so they are loaded lazily instead of into memmory when this is called.
+#     Choose the points you need after this method is called by using `sel`, `isel`, `loc, `iloc`.
+
+#     `store.get` is meant to match the API of other geospatial weather api's from pvdeg like `pvdeg.weather.get`, `pvdeg.weather.distributed_weather`, `GeospatialScenario.get_geospatial_data`
 
-    `store.get` is meant to match the API of other geospatial weather api's from pvdeg like `pvdeg.weather.get`, `pvdeg.weather.distributed_weather`, `GeospatialScenario.get_geospatial_data`
+#     Parameters
+#     -----------
+#     group : str
+#         name of the group to access from your local zarr store. 
+#         Groups are created automatically in your store when you save data using `pvdeg.store.store`.
 
-    Parameters
-    -----------
-    group : str
-        name of the group to access from your local zarr store. 
-        Groups are created automatically in your store when you save data using `pvdeg.store.store`.
+#         *From `pvdeg.store.store` docstring*   
+#         Hourly PVGIS data will be saved to "PVGIS-1hr", 30 minute PVGIS to "PVGIS-30min", similarly 15 minute PVGIS will be saved to "PVGIS-15min"
 
-        *From `pvdeg.store.store` docstring*   
-        Hourly PVGIS data will be saved to "PVGIS-1hr", 30 minute PVGIS to "PVGIS-30min", similarly 15 minute PVGIS will be saved to "PVGIS-15min"
+#     Returns
+#     -------
+#     weather_ds : xr.Dataset
+#         Weather data for all locations requested in an xarray.Dataset using a dask array backend. This may be larger than memory.
+#     meta_df : pd.DataFrame
+#         Pandas DataFrame containing metadata for all requested locations. Each row maps to a single entry in the weather_ds.
+#     """
 
-    Returns
-    -------
-    weather_ds : xr.Dataset
-        Weather data for all locations requested in an xarray.Dataset using a dask array backend. This may be larger than memory.
-    meta_df : pd.DataFrame
-        Pandas DataFrame containing metadata for all requested locations. Each row maps to a single entry in the weather_ds.
-    """
-
-    combined_ds = xr.open_zarr(
-        store=METOROLOGICAL_DOWNLOAD_PATH,
-        group=group 
-    )
+#     combined_ds = xr.open_zarr(
+#         store=METOROLOGICAL_DOWNLOAD_PATH,
+#         group=group 
+#     )
 
-    weather_ds, meta_df = _seperate_geo_weather_meta(ds_from_zarr=combined_ds)
+#     weather_ds, meta_df = _seperate_geo_weather_meta(ds_from_zarr=combined_ds)
 
-    return weather_ds, meta_df
+#     return weather_ds, meta_df
 
-def store(weather_ds, meta_df):
-    """
-    Add geospatial meteorolical data to your zarr store. Data will be saved to the correct group based on its periodicity.
+# def store(weather_ds, meta_df):
+#     """
+#     Add geospatial meteorolical data to your zarr store. Data will be saved to the correct group based on its periodicity.
 
-    Hourly PVGIS data will be saved to "PVGIS-1hr", 30 minute PVGIS to "PVGIS-30min", similarly 15 minute PVGIS will be saved to "PVGIS-15min"
+#     Hourly PVGIS data will be saved to "PVGIS-1hr", 30 minute PVGIS to "PVGIS-30min", similarly 15 minute PVGIS will be saved to "PVGIS-15min"
 
-    Parameters
-    -----------
-    weather_ds : xr.Dataset
-        Weather data for all locations requested in an xarray.Dataset using a dask array backend. This may be larger than memory.
-    meta_df : pd.DataFrame
-        Pandas DataFrame containing metadata for all requested locations. Each row maps to a single entry in the weather_ds.
+#     Parameters
+#     -----------
+#     weather_ds : xr.Dataset
+#         Weather data for all locations requested in an xarray.Dataset using a dask array backend. This may be larger than memory.
+#     meta_df : pd.DataFrame
+#         Pandas DataFrame containing metadata for all requested locations. Each row maps to a single entry in the weather_ds.
 
-    Returns
-    --------
-    None
-    """
+#     Returns
+#     --------
+#     None
+#     """
 
-    group = meta_df.iloc[0]["Source"]
-    rows_per_entry = weather_ds.isel(gid=0).time.size
+#     group = meta_df.iloc[0]["Source"]
+#     rows_per_entry = weather_ds.isel(gid=0).time.size
 
-    if rows_per_entry == 8760:
-        periodicity = "1hr"
-    elif rows_per_entry == 17520:
-        periodicity = "30min"
-    elif rows_per_entry == 35040:
-        periodicity = "15min"
-    else:
-        raise ValueError(f"first location to store has {rows_per_entry} rows, must have 8670, 17520, 35040 rows")
+#     if rows_per_entry == 8760:
+#         periodicity = "1hr"
+#     elif rows_per_entry == 17520:
+#         periodicity = "30min"
+#     elif rows_per_entry == 35040:
+#         periodicity = "15min"
+#     else:
+#         raise ValueError(f"first location to store has {rows_per_entry} rows, must have 8670, 17520, 35040 rows")
 
-    combined_ds = _combine_geo_weather_meta(weather_ds, meta_df)
+#     combined_ds = _combine_geo_weather_meta(weather_ds, meta_df)
 
-    if not os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zmetadata")): # no zstore in directory
-        print("Creating Zarr")
+#     if not os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zmetadata")): # no zstore in directory
+#         print("Creating Zarr")
 
-        combined_ds.to_zarr(
-            store=METOROLOGICAL_DOWNLOAD_PATH, 
-            group=f"{group}-{periodicity}",
-            mode="w-",      # only use for first time creating store
-        )
-    else: # store already exists
-        print("adding to store")
+#         combined_ds.to_zarr(
+#             store=METOROLOGICAL_DOWNLOAD_PATH, 
+#             group=f"{group}-{periodicity}",
+#             mode="w-",      # only use for first time creating store
+#         )
+#     else: # store already exists
+#         print("adding to store")
 
-        print("opening store")
-        stored_ds = xr.open_zarr(
-            store=METOROLOGICAL_DOWNLOAD_PATH,
-            group=f"{group}-{periodicity}",
-            # consolidated=True
-        )
+#         print("opening store")
+#         stored_ds = xr.open_zarr(
+#             store=METOROLOGICAL_DOWNLOAD_PATH,
+#             group=f"{group}-{periodicity}",
+#             # consolidated=True
+#         )
 
-        lat_lon_gid_2d_map = _make_coords_to_gid_da(ds_from_zarr=stored_ds)        
+#         lat_lon_gid_2d_map = _make_coords_to_gid_da(ds_from_zarr=stored_ds)        
 
-        for gid, values in meta_df.iterrows():
+#         for gid, values in meta_df.iterrows():
 
-            target_lat = values["latitude"]
-            target_lon = values["longitude"]
+#             target_lat = values["latitude"]
+#             target_lon = values["longitude"]
 
-            lat_exists = np.any(lat_lon_gid_2d_map.latitude == target_lat)
-            lon_exists = np.any(lat_lon_gid_2d_map.longitude == target_lon)
+#             lat_exists = np.any(lat_lon_gid_2d_map.latitude == target_lat)
+#             lon_exists = np.any(lat_lon_gid_2d_map.longitude == target_lon)
 
-            if lat_exists and lon_exists:
-                print("(lat, lon) exists already")
+#             if lat_exists and lon_exists:
+#                 print("(lat, lon) exists already")
 
-                raise NotImplementedError
+#                 raise NotImplementedError
 
-                # stored_gid = lat_lon_gid_2d_map.sel(latitude=target_lat, longitude=target_lon)
+#                 # stored_gid = lat_lon_gid_2d_map.sel(latitude=target_lat, longitude=target_lon)
 
-                # # overwrite previous value at that lat-lon, keeps old gid
+#                 # # overwrite previous value at that lat-lon, keeps old gid
 
-                # # need to set the gid of the current "sheet" to the stored gid
-                # updated_entry = combined_ds.loc[{"gid": gid}].assign_coords({"gid": stored_gid}) # this may need to be a list s.t. [stored_gid]
-                # # loc may remove the gid dimension so we might have to add it back with .expand_dims
+#                 # # need to set the gid of the current "sheet" to the stored gid
+#                 # updated_entry = combined_ds.loc[{"gid": gid}].assign_coords({"gid": stored_gid}) # this may need to be a list s.t. [stored_gid]
+#                 # # loc may remove the gid dimension so we might have to add it back with .expand_dims
 
-                # # overwrite the current entry at the gid = stored_gid entry of the zarr 
-                # updated_entry.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode='w') 
+#                 # # overwrite the current entry at the gid = stored_gid entry of the zarr 
+#                 # updated_entry.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode='w') 
 
 
-            else: # coordinate pair doesnt exist and it needs to be added, this will be a HEAVY operation
-                print("add entry to dataset")
+#             else: # coordinate pair doesnt exist and it needs to be added, this will be a HEAVY operation
+#                 print("add entry to dataset")
 
-                # we are trying to save 1 "sheet" of weather (weather at a single gid)
-                # need to update the index to fit into the stored data after we concatenate
+#                 # we are trying to save 1 "sheet" of weather (weather at a single gid)
+#                 # need to update the index to fit into the stored data after we concatenate
 
-                # this concatenates along the the gid axis
-                # gid has no guarantee of being unqiue but duplicate gids are fine for xarray
-                # we slice so we can get a Dataset with dimensions of (gid, time) indexing to grab one gid will drop the gid dimension
-                new_gid = stored_ds.sizes["gid"]
+#                 # this concatenates along the the gid axis
+#                 # gid has no guarantee of being unqiue but duplicate gids are fine for xarray
+#                 # we slice so we can get a Dataset with dimensions of (gid, time) indexing to grab one gid will drop the gid dimension
+#                 new_gid = stored_ds.sizes["gid"]
 
-                weather_sheet = combined_ds.sel(gid=slice(gid))
-                updated_entry = weather_sheet.assign_coords({"gid": [new_gid]})
-                updated_entry.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode="a", append_dim="gid")
+#                 weather_sheet = combined_ds.sel(gid=slice(gid))
+#                 updated_entry = weather_sheet.assign_coords({"gid": [new_gid]})
+#                 updated_entry.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode="a", append_dim="gid")
                
-    print(f"dataset saved to zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
+#     print(f"dataset saved to zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
 
 
-def check_store():
-    """Check if you have a zarr store at the default download path defined in pvdeg.config"""
-    if os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zmetadata")):
+# def check_store():
+#     """Check if you have a zarr store at the default download path defined in pvdeg.config"""
+#     if os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zmetadata")):
 
-        size = sum(f.stat().st_size for f in METOROLOGICAL_DOWNLOAD_PATH.glob('**/*') if f.is_file())
+#         size = sum(f.stat().st_size for f in METOROLOGICAL_DOWNLOAD_PATH.glob('**/*') if f.is_file())
 
-        print(f"""
-            You have a zarr store at {METOROLOGICAL_DOWNLOAD_PATH}.
+#         print(f"""
+#             You have a zarr store at {METOROLOGICAL_DOWNLOAD_PATH}.
 
-            It has {size} bytes.
-            """)
+#             It has {size} bytes.
+#             """)
 
-    elif os.path.exists(METOROLOGICAL_DOWNLOAD_PATH):
-        print(f"You have a directory but no zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
+#     elif os.path.exists(METOROLOGICAL_DOWNLOAD_PATH):
+#         print(f"You have a directory but no zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
 
-    else:
-        raise FileNotFoundError(f"No Directory exists at {METOROLOGICAL_DOWNLOAD_PATH}. Data has not been saved here.")
+#     else:
+#         raise FileNotFoundError(f"No Directory exists at {METOROLOGICAL_DOWNLOAD_PATH}. Data has not been saved here.")
 
 
 def my_path():
@@ -175,10 +176,10 @@ def _combine_geo_weather_meta(
     meta_ds = xr.Dataset.from_dataframe(meta_df).rename({'index' : 'gid'})
 
 
-    combined = xr.merge([weather_ds, meta_ds]).assign_coords(
-        latitude=("gid", meta_ds.latitude.values),
-        longitude=('gid', meta_ds.longitude.values),
-    )
+    combined = xr.merge([weather_ds, meta_ds])#.assign_coords(
+    #     latitude=("gid", meta_ds.latitude.values),
+    #     longitude=('gid', meta_ds.longitude.values),
+    # )
 
     combined["Source"] = combined["Source"].astype(str) # save as strings
 
@@ -198,10 +199,10 @@ def _seperate_geo_weather_meta(
     # there may be a more optimal way to do this
     data = np.column_stack(
         [
-        ds_from_zarr.gid.to_numpy(),
-        ds_from_zarr.latitude.to_numpy(),
-        ds_from_zarr.longitude.to_numpy(),
-        ds_from_zarr.altitude.to_numpy(),
+        ds_from_zarr.gid.to_numpy().astype(int),
+        ds_from_zarr.latitude.to_numpy().astype(float),
+        ds_from_zarr.longitude.to_numpy().astype(float),
+        ds_from_zarr.altitude.to_numpy().astype(float),
         ds_from_zarr.Source.to_numpy(),
         ds_from_zarr.wind_height.to_numpy(),
         ]
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index a567869d..eaf5ca5e 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -2,6 +2,7 @@
 Collection of classes and functions to obtain spectral parameters.
 """
 
+import dask.distributed
 from pvdeg import humidity
 from pvdeg.utilities import nrel_kestrel_check
 
@@ -1182,6 +1183,13 @@ def weather_distributed(
     """
 
     import dask.delayed
+    import dask.distributed
+
+    try:
+        client = dask.distributed.get_client()
+        print("Connected to a Dask scheduler | Dashboard:", client.dashboard_link)
+    except ValueError:
+        raise RuntimeError("No Dask scheduler found. Ensure a dask client is running.")
 
     if (database != "PVGIS" and database != "PSM3"):
         raise NotImplementedError(f"Only 'PVGIS' and 'PSM3' are implemented, you entered {database}")
@@ -1190,6 +1198,7 @@ def weather_distributed(
     results = dask.compute(futures)[0] # values are returned in a list with one entry
 
     # what is the difference between these two approaches for dask distributed work, how can we schedule differently
+    # i believe futures might be better for our needs
     # futures = [client.submit(weather_distributed, "PVGIS", coord) for coord in coords]
     # client.gather(futures)
 

From 492fade41d5d1b0f6bc21566113cfe89120fbaa9 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 31 Jan 2025 10:13:08 -0700
Subject: [PATCH 087/109] uniform weather pre-save format

---
 ...g.geospatial.plot_sparse_analysis_land.rst |  6 ++
 .../pvdeg.utilities.linear_normalize.rst      |  6 ++
 .../pvdeg.utilities.merge_sparse.rst          |  6 ++
 .../pvdeg.weather.emtpy_weather_ds.rst        |  6 ++
 .../pvdeg.weather.weather_distributed.rst     |  6 ++
 pvdeg/weather.py                              | 67 ++++++++++++++++++-
 6 files changed, 96 insertions(+), 1 deletion(-)
 create mode 100644 docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst
 create mode 100644 docs/source/_autosummary/pvdeg.weather.emtpy_weather_ds.rst
 create mode 100644 docs/source/_autosummary/pvdeg.weather.weather_distributed.rst

diff --git a/docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst b/docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst
new file mode 100644
index 00000000..16e8a987
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.geospatial.plot_sparse_analysis_land.rst
@@ -0,0 +1,6 @@
+pvdeg.geospatial.plot\_sparse\_analysis\_land
+=============================================
+
+.. currentmodule:: pvdeg.geospatial
+
+.. autofunction:: plot_sparse_analysis_land
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst b/docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst
new file mode 100644
index 00000000..8fae071b
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.linear_normalize.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.linear\_normalize
+=================================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: linear_normalize
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst b/docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst
new file mode 100644
index 00000000..9da49b57
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.merge_sparse.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.merge\_sparse
+=============================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: merge_sparse
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.weather.emtpy_weather_ds.rst b/docs/source/_autosummary/pvdeg.weather.emtpy_weather_ds.rst
new file mode 100644
index 00000000..00180317
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.weather.emtpy_weather_ds.rst
@@ -0,0 +1,6 @@
+pvdeg.weather.emtpy\_weather\_ds
+================================
+
+.. currentmodule:: pvdeg.weather
+
+.. autofunction:: emtpy_weather_ds
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.weather.weather_distributed.rst b/docs/source/_autosummary/pvdeg.weather.weather_distributed.rst
new file mode 100644
index 00000000..9cfde67b
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.weather.weather_distributed.rst
@@ -0,0 +1,6 @@
+pvdeg.weather.weather\_distributed
+==================================
+
+.. currentmodule:: pvdeg.weather
+
+.. autofunction:: weather_distributed
\ No newline at end of file
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index eaf5ca5e..462a9c2a 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -1233,4 +1233,69 @@ def weather_distributed(
 
         weather_ds[dict(gid=i)] = weather_ds_collection[i]
 
-    return weather_ds, meta_df, gids_failed
\ No newline at end of file
+    return weather_ds, meta_df, gids_failed
+
+
+
+# def _nsrdb_to_uniform(weather_df: pd.DataFrame, meta: dict) -> tuple[pd.DataFrame, dict]:
+
+#     map_weather(weather_df=weather_df)
+#     map_meta(meta)
+
+#     # check if weather is localized, convert to GMT (like pvgis)
+#     # check if time index is on the hour or 30 minutes
+#         # weather_df.index - pd.Timedelta("30m")
+        
+#     # NSRDB datavars
+#     # Year  Month  Day  Hour  Minute  dew_point  dhi
+#     # dni  ghi  albedo  pressure  temp_air
+#     # wind_direction  wind_speed  relative_humidity
+
+#     weather_dropables = ['Year',  'Month',  'Day',  'Hour',  'Minute',  'dew_point']
+#     meta_dropables = [...]
+
+#     # NSRDB meta
+#     # {'Source': 'NSRDB',
+#     #  'Location ID': '145809',
+#     #  'City': '-',
+#     #  'State': '-',
+#     #  'Country': '-',
+#     #  'Dew Point Units': 'c',
+#     #  'DHI Units': 'w/m2',
+#     #  'DNI Units': 'w/m2',
+#     #  'GHI Units': 'w/m2',
+#     #  'Temperature Units': 'c',
+#     #  'Pressure Units': 'mbar',
+#     #  'Wind Direction Units': 'Degrees',
+#     #  'Wind Speed Units': 'm/s',
+#     #  'Surface Albedo Units': 'N/A',
+#     #  'Version': '3.2.0',
+#     #  'latitude': 39.73,
+#     #  'longitude': -105.18,
+#     #  'altitude': 1820,
+#     #  'tz': -7,
+#     #  'wind_height': 2}
+#     ...
+
+# def _pvgis_to_uniform(weather_df: pd.DataFrame, meta: dict) -> tuple[pd.DataFrame, dict]:
+
+#     map_weather(weather_df=weather_df)
+#     map_meta(meta)
+
+#     # drop meaningless variables
+
+#     # pvgis datavars
+#     # temp_air  relative_humidity   ghi  dni   dhi
+#     # IR(h)  wind_speed  wind_direction  pressure
+
+#     weather_dropables = ["IR(h)"]
+#     meta_dropables = ['irradiance_time_offset', ...]
+
+#     # pvgis meta
+#     # {'latitude': 24.7136,
+#     #   'longitude': 46.6753,
+#     #   'irradiance_time_offset': -0.1955,
+#     #   'altitude': 646.0,
+#     #   'wind_height': 10,
+#     #   'Source': 'PVGIS'})
+#     ...
\ No newline at end of file

From 0ede2d040e1e591b31076b04ffc9fa6e3d6804c9 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 31 Jan 2025 11:20:49 -0700
Subject: [PATCH 088/109] distributed_weather testing

---
 pvdeg/weather.py                        | 102 ++++++++++++------------
 tests/data/distributed_pvgis_meta.csv   |   3 +
 tests/data/distributed_pvgis_weather.nc | Bin 0 -> 1345864 bytes
 tests/test_weather.py                   |  50 ++++++++++++
 4 files changed, 104 insertions(+), 51 deletions(-)
 create mode 100644 tests/data/distributed_pvgis_meta.csv
 create mode 100644 tests/data/distributed_pvgis_weather.nc

diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index 462a9c2a..31e7115f 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -1037,7 +1037,7 @@ def _weather_distributed_vec(
 
 # THE NSRDB shapes could be moved to their own definition
 # organization style question?
-def emtpy_weather_ds(
+def empty_weather_ds(
     gids_size, 
     periodicity, 
     database
@@ -1214,7 +1214,7 @@ def weather_distributed(
     periodicity = ENTRIES_PERIODICITY_MAP[time_length]
 
     # weather_ds = pvgis_hourly_empty_weather_ds(len(results)) # create empty weather xr.dataset
-    weather_ds = emtpy_weather_ds(
+    weather_ds = empty_weather_ds(
         gids_size=len(results),
         periodicity=periodicity,
         database=database,
@@ -1242,60 +1242,60 @@ def weather_distributed(
 #     map_weather(weather_df=weather_df)
 #     map_meta(meta)
 
-#     # check if weather is localized, convert to GMT (like pvgis)
-#     # check if time index is on the hour or 30 minutes
-#         # weather_df.index - pd.Timedelta("30m")
+    # check if weather is localized, convert to GMT (like pvgis)
+    # check if time index is on the hour or 30 minutes
+        # weather_df.index - pd.Timedelta("30m")
         
-#     # NSRDB datavars
-#     # Year  Month  Day  Hour  Minute  dew_point  dhi
-#     # dni  ghi  albedo  pressure  temp_air
-#     # wind_direction  wind_speed  relative_humidity
-
-#     weather_dropables = ['Year',  'Month',  'Day',  'Hour',  'Minute',  'dew_point']
-#     meta_dropables = [...]
-
-#     # NSRDB meta
-#     # {'Source': 'NSRDB',
-#     #  'Location ID': '145809',
-#     #  'City': '-',
-#     #  'State': '-',
-#     #  'Country': '-',
-#     #  'Dew Point Units': 'c',
-#     #  'DHI Units': 'w/m2',
-#     #  'DNI Units': 'w/m2',
-#     #  'GHI Units': 'w/m2',
-#     #  'Temperature Units': 'c',
-#     #  'Pressure Units': 'mbar',
-#     #  'Wind Direction Units': 'Degrees',
-#     #  'Wind Speed Units': 'm/s',
-#     #  'Surface Albedo Units': 'N/A',
-#     #  'Version': '3.2.0',
-#     #  'latitude': 39.73,
-#     #  'longitude': -105.18,
-#     #  'altitude': 1820,
-#     #  'tz': -7,
-#     #  'wind_height': 2}
-#     ...
+    # NSRDB datavars
+    # Year  Month  Day  Hour  Minute  dew_point  dhi
+    # dni  ghi  albedo  pressure  temp_air
+    # wind_direction  wind_speed  relative_humidity
+
+    # weather_dropables = ['Year',  'Month',  'Day',  'Hour',  'Minute',  'dew_point']
+    # meta_dropables = [...]
+
+    # NSRDB meta
+    # {'Source': 'NSRDB',
+    #  'Location ID': '145809',
+    #  'City': '-',
+    #  'State': '-',
+    #  'Country': '-',
+    #  'Dew Point Units': 'c',
+    #  'DHI Units': 'w/m2',
+    #  'DNI Units': 'w/m2',
+    #  'GHI Units': 'w/m2',
+    #  'Temperature Units': 'c',
+    #  'Pressure Units': 'mbar',
+    #  'Wind Direction Units': 'Degrees',
+    #  'Wind Speed Units': 'm/s',
+    #  'Surface Albedo Units': 'N/A',
+    #  'Version': '3.2.0',
+    #  'latitude': 39.73,
+    #  'longitude': -105.18,
+    #  'altitude': 1820,
+    #  'tz': -7,
+    #  'wind_height': 2}
+    ...
 
 # def _pvgis_to_uniform(weather_df: pd.DataFrame, meta: dict) -> tuple[pd.DataFrame, dict]:
 
-#     map_weather(weather_df=weather_df)
-#     map_meta(meta)
+    # map_weather(weather_df=weather_df)
+    # map_meta(meta)
 
-#     # drop meaningless variables
+    # drop meaningless variables
 
-#     # pvgis datavars
-#     # temp_air  relative_humidity   ghi  dni   dhi
-#     # IR(h)  wind_speed  wind_direction  pressure
+    # pvgis datavars
+    # temp_air  relative_humidity   ghi  dni   dhi
+    # IR(h)  wind_speed  wind_direction  pressure
 
-#     weather_dropables = ["IR(h)"]
-#     meta_dropables = ['irradiance_time_offset', ...]
+    # weather_dropables = ["IR(h)"]
+    # meta_dropables = ['irradiance_time_offset', ...]
 
-#     # pvgis meta
-#     # {'latitude': 24.7136,
-#     #   'longitude': 46.6753,
-#     #   'irradiance_time_offset': -0.1955,
-#     #   'altitude': 646.0,
-#     #   'wind_height': 10,
-#     #   'Source': 'PVGIS'})
-#     ...
\ No newline at end of file
+    # pvgis meta
+    # {'latitude': 24.7136,
+    #   'longitude': 46.6753,
+    #   'irradiance_time_offset': -0.1955,
+    #   'altitude': 646.0,
+    #   'wind_height': 10,
+    #   'Source': 'PVGIS'})
+    # ...
\ No newline at end of file
diff --git a/tests/data/distributed_pvgis_meta.csv b/tests/data/distributed_pvgis_meta.csv
new file mode 100644
index 00000000..2e818767
--- /dev/null
+++ b/tests/data/distributed_pvgis_meta.csv
@@ -0,0 +1,3 @@
+,latitude,longitude,irradiance_time_offset,altitude,wind_height,Source
+0,39.7555,105.2211,0.0,1295.0,10,PVGIS
+1,40.7555,105.2211,0.0,1167.0,10,PVGIS
diff --git a/tests/data/distributed_pvgis_weather.nc b/tests/data/distributed_pvgis_weather.nc
new file mode 100644
index 0000000000000000000000000000000000000000..5fe6a2edcaf0b0bb351b492a1d7e33c9992de365
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literal 0
HcmV?d00001

diff --git a/tests/test_weather.py b/tests/test_weather.py
index f50b0449..958cafcc 100644
--- a/tests/test_weather.py
+++ b/tests/test_weather.py
@@ -8,6 +8,8 @@
 import os
 import pandas as pd
 import pvdeg
+import pytest
+import xarray as xr
 
 from pvdeg import TEST_DATA_DIR
 
@@ -31,6 +33,8 @@
 ]
 META_KEYS = [""]
 
+DISTRIBUTED_PVGIS_WEATHER = xr.load_dataset(os.path.join( TEST_DATA_DIR, "distributed_pvgis_weather.nc"))
+DISTRIBUTED_PVGIS_META = pd.read_csv(os.path.join( TEST_DATA_DIR, "distributed_pvgis_meta.csv"), index_col=0)
 
 def test_colum_name():
     df, meta_data = pvdeg.weather.read(
@@ -101,3 +105,49 @@ def test_get_NSRDB():
     Contained within get_weather()
     """
     pass
+
+
+def test_weather_distributed_no_client():
+
+    with pytest.raises(RuntimeError, match="No Dask scheduler found. Ensure a dask client is running."):
+        # function should fail because we do not have a running dask scheduler or client
+        pvdeg.weather.weather_distributed(
+            database="PVGIS",
+            coords=None,
+        )
+
+def test_weather_distributed_client_bad_database(capsys):
+
+    pvdeg.geospatial.start_dask()
+
+    with pytest.raises(NotImplementedError, match="Only 'PVGIS' and 'PSM3' are implemented, you entered fakeDB"):
+        pvdeg.weather.weather_distributed(
+            database="fakeDB",
+            coords=None,
+        )
+
+    captured = capsys.readouterr()
+    assert "Connected to a Dask scheduler" in captured.out
+
+def test_weather_distributed_pvgis():
+
+    weather, meta, failed_gids = pvdeg.weather.weather_distributed(
+        database="PVGIS",
+        coords=[
+            (39.7555, 105.2211),
+            (40.7555, 105.2211),
+        ]
+    )
+
+    assert DISTRIBUTED_PVGIS_WEATHER.equals(weather)
+    assert DISTRIBUTED_PVGIS_META.equals(meta)
+    assert failed_gids == []
+
+def test_empty_weather_ds_invalid_database():
+    """Test that emtpy_weather_ds raises ValueError for an invalid database."""
+    gids_size = 10
+    periodicity = "1h"
+    invalid_database = "INVALID_DB"
+    
+    with pytest.raises(ValueError, match=f"database must be PVGIS, NSRDB, PSM3 not {invalid_database}"):
+        pvdeg.weather.empty_weather_ds(gids_size, periodicity, invalid_database)

From 2a92d6afe6f9c2623e39fd175ecdd6f664e2b209 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 31 Jan 2025 11:26:44 -0700
Subject: [PATCH 089/109] ignore scenario directories

---
 .gitignore | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/.gitignore b/.gitignore
index a8967708..05839f7d 100644
--- a/.gitignore
+++ b/.gitignore
@@ -47,6 +47,9 @@ coverage.xml
 .hypothesis/
 .pytest_cache/
 
+# pvdeg scenario output files generated during testing
+tests/pvd_*
+
 # Translations
 *.mo
 *.pot

From 643c5862230f0dafe4cae38468bd991b7d69a3bd Mon Sep 17 00:00:00 2001
From: Tobin Ford <145622852+tobin-ford@users.noreply.github.com>
Date: Fri, 31 Jan 2025 11:53:42 -0700
Subject: [PATCH 090/109] add zarr to dependencies

---
 pyproject.toml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pyproject.toml b/pyproject.toml
index 0cfef445..6b78437a 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -55,6 +55,7 @@ dependencies = [
     "xarray",
     "pre-commit",
     "sympy",
+    "zarr",
 ]
 dynamic = ["version"]
 

From 5c1fe0667e989d38fab228a782059bf745d2d44c Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 31 Jan 2025 12:11:39 -0700
Subject: [PATCH 091/109] fix imports

---
 pvdeg/geospatialscenario.py | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/pvdeg/geospatialscenario.py b/pvdeg/geospatialscenario.py
index c903e55a..92c45073 100644
--- a/pvdeg/geospatialscenario.py
+++ b/pvdeg/geospatialscenario.py
@@ -9,6 +9,7 @@
 import pandas as pd
 import xarray as xr
 import numpy as np
+import matplotlib
 import matplotlib.pyplot as plt
 from typing import List, Union, Optional, Callable
 from dask.distributed import Client
@@ -796,14 +797,13 @@ def getValidRegions(
     def plot(self):
         """
         Not Usable in GeospatialScenario class instance, only in Scenario instance.
-        python has no way to hide a parent class method in the child,
-        so this only exists to prevent access
         """
+        # python has no way to hide a parent class method in the child, so this only exists to prevent access
+        #
         raise AttributeError(
             "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
         )
 
-    import matplotlib
 
     def plot_coords(
         self,

From 11d28f3fec9e3d584067c243fd9fdb620afd6a98 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 31 Jan 2025 12:29:50 -0700
Subject: [PATCH 092/109] Colorado 1/16th Resolution, add albedo, wind_speed

---
 pvdeg/geospatial.py                           |   68 +-
 pvdeg/pysam.py                                |  133 +-
 pvdeg/scenario.py                             |   35 +-
 pvdeg/weather.py                              |  129 +-
 pyproject.toml                                |    5 +-
 scripts/batch/.submit_co_inspire.sh.swp       |  Bin 0 -> 12288 bytes
 scripts/batch/inspire.py                      |   94 +
 scripts/batch/slurmrunner.py                  |   59 +
 scripts/batch/submit_co_inspire.sh            |   31 +
 scripts/batch/test.py                         |    6 +
 scripts/debug/debug-ground-irradiance.ipynb   |  575 +----
 scripts/demos/freeze-thaw.ipynb               |  200 ++
 scripts/ground_irradiance_with_colorbar.gif   |  Bin 443395 -> 0 bytes
 .../ground_irradiance_with_colorbar.gif       |  Bin 0 -> 353098 bytes
 scripts/inspire_notebooks/inspire_CO.ipynb    |  188 ++
 scripts/inspire_notebooks/inspire_MERGE.ipynb |  153 ++
 scripts/inspire_notebooks/pysam_america.ipynb | 2127 +++++++++++++++++
 .../inspire_notebooks/pysam_geospatial.ipynb  |  319 +++
 .../inspire_notebooks/pysam_wrangling.ipynb   | 1060 ++++++++
 scripts/pysam_america.ipynb                   |  377 ---
 scripts/pysam_geospatial.ipynb                |  175 --
 scripts/pysam_wrangling.ipynb                 | 1746 --------------
 scripts/relief-plot.ipynb                     |  451 ++++
 .../{ => weather_notebooks}/load_pvgis.ipynb  |    6 +-
 24 files changed, 5004 insertions(+), 2933 deletions(-)
 create mode 100644 scripts/batch/.submit_co_inspire.sh.swp
 create mode 100644 scripts/batch/inspire.py
 create mode 100644 scripts/batch/slurmrunner.py
 create mode 100644 scripts/batch/submit_co_inspire.sh
 create mode 100644 scripts/batch/test.py
 create mode 100644 scripts/demos/freeze-thaw.ipynb
 delete mode 100644 scripts/ground_irradiance_with_colorbar.gif
 create mode 100644 scripts/inspire_notebooks/ground_irradiance_with_colorbar.gif
 create mode 100644 scripts/inspire_notebooks/inspire_CO.ipynb
 create mode 100644 scripts/inspire_notebooks/inspire_MERGE.ipynb
 create mode 100644 scripts/inspire_notebooks/pysam_america.ipynb
 create mode 100644 scripts/inspire_notebooks/pysam_geospatial.ipynb
 create mode 100644 scripts/inspire_notebooks/pysam_wrangling.ipynb
 delete mode 100644 scripts/pysam_america.ipynb
 delete mode 100644 scripts/pysam_geospatial.ipynb
 delete mode 100644 scripts/pysam_wrangling.ipynb
 create mode 100644 scripts/relief-plot.ipynb
 rename scripts/{ => weather_notebooks}/load_pvgis.ipynb (99%)

diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index 0b4b52e3..fd853c73 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -10,7 +10,6 @@
     pysam,
 )
 
-
 import xarray as xr
 import dask.array as da
 import pandas as pd
@@ -92,13 +91,24 @@ def start_dask(hpc=None):
 
     return client
 
+# rename this?
+# and combine into a single function with _df_from_arbitrary, this ds_from_arbitray isnt really doing anything anymore
+# we only want ds_from_arbitrary and then convert to ds, but if the input is a dataset already then we dont want to anything
 def _ds_from_arbitrary(res, func):
     """
     Convert an arbitrary return type to xarray.Dataset. 
     """
 
-    if isinstance(res, pysam.inspirePysamReturn):
-        return pysam._handle_pysam_return(res)
+    ######## STRUCTURAL #########
+    # functions can just return xr.Dataset to take advantage of geospatial
+    # this should not be required to implement a new geospatial function
+
+    if isinstance(res, xr.Dataset):
+        return res
+
+
+    # if isinstance(res, pysam.inspirePysamReturn):
+    #     return pysam._handle_pysam_return(res)
     # add more conditionals if we have special cases 
     # or add general case for mixed return dimensions: HARD
     
@@ -992,7 +1002,7 @@ def elevation_stochastic_downselect(
 
 
 def interpolate_analysis(
-    result: xr.Dataset, data_var: str, method="nearest"
+    result: xr.Dataset, data_var: str, method="nearest", res = 100j,
 ) -> Tuple[np.ndarray, np.ndarray, np.ndarray]:
     """
     Interpolate sparse spatial result data against DataArray coordinates.
@@ -1016,8 +1026,8 @@ def interpolate_analysis(
     )  # probably a nicer way to do this
 
     grid_lat, grid_lon = np.mgrid[
-        df["latitude"].min() : df["latitude"].max() : 100j,
-        df["longitude"].min() : df["longitude"].max() : 100j,
+        df["latitude"].min() : df["latitude"].max() : res,
+        df["longitude"].min() : df["longitude"].max() : res,
     ]
 
     grid_z = griddata(data[:, 0:2], data[:, 2], xi=(grid_lat, grid_lon), method=method)
@@ -1025,14 +1035,28 @@ def interpolate_analysis(
     return grid_z, grid_lat, grid_lon
 
 
-def plot_sparse_analysis(result: xr.Dataset, data_var: str, method="nearest") -> None:
+def plot_sparse_analysis(
+    result: xr.Dataset, 
+    data_var: str, 
+    method="nearest", 
+    res=100j, 
+    cmap='viridis',
+    ax=None
+
+) -> None:
     grid_values, lat, lon = interpolate_analysis(
-        result=result, data_var=data_var, method=method
+        result=result, data_var=data_var, method=method, res=res
     )
 
-    fig = plt.figure()
-    ax = fig.add_axes([0, 0, 1, 1], projection=ccrs.LambertConformal(), frameon=False)
-    ax.patch.set_visible(False)
+    if ax is None:
+        fig = plt.figure()
+        ax = fig.add_axes([0, 0, 1, 1], projection=ccrs.LambertConformal(), frameon=False)
+        ax.patch.set_visible(False)
+
+        show = True
+    else:
+        fig = None
+        show = False
 
     extent = [lon.min(), lon.max(), lat.min(), lat.max()]
     ax.set_extent(extent)
@@ -1040,9 +1064,9 @@ def plot_sparse_analysis(result: xr.Dataset, data_var: str, method="nearest") ->
         grid_values,
         extent=extent,
         origin="lower",
-        cmap="viridis",
+        cmap=cmap,
         transform=ccrs.PlateCarree(),
-    )  # should this be trnsposed
+    )
 
     shapename = "admin_1_states_provinces_lakes"
     states_shp = shpreader.natural_earth(
@@ -1056,10 +1080,16 @@ def plot_sparse_analysis(result: xr.Dataset, data_var: str, method="nearest") ->
         edgecolor="gray",
     )
 
-    cbar = plt.colorbar(img, ax=ax, orientation="vertical", fraction=0.02, pad=0.04)
-    cbar.set_label("Value")
+    if fig is not None:
+        cbar = plt.colorbar(img, ax=ax, orientation="vertical", fraction=0.02, pad=0.04)
+        cbar.set_label("Value")
+
+    if fig is not None:
+        plt.title("Interpolated Heatmap")
+        plt.xlabel("Longitude")
+        plt.ylabel("Latitude")
 
-    plt.title("Interpolated Heatmap")
-    plt.xlabel("Longitude")
-    plt.ylabel("Latitude")
-    plt.show()
+    if show and fig is not None:
+        plt.show()
+
+    return fig, ax
diff --git a/pvdeg/pysam.py b/pvdeg/pysam.py
index 4ea45149..5ab356b7 100644
--- a/pvdeg/pysam.py
+++ b/pvdeg/pysam.py
@@ -4,18 +4,24 @@
 """
 
 import dask.dataframe as dd
+import dask.array as da
 import pandas as pd
+import xarray as xr
+import numpy as np
 import pickle
 import json
 import sys
 import os
 
-import PySAM
-import PySAM.Pvsamv1 as pv1
-import PySAM.Pvwattsv8 as pv8
-import PySAM.Grid as Grid
-import PySAM.Utilityrate5 as UtilityRate
-import PySAM.Cashloan as Cashloan
+try:
+    import PySAM
+    import PySAM.Pvsamv1 as pv1
+    import PySAM.Pvwattsv8 as pv8
+    import PySAM.Grid as Grid
+    import PySAM.Utilityrate5 as UtilityRate
+    import PySAM.Cashloan as Cashloan
+except ImportError:
+    print('pysam import failed. run pip install pvdeg[sam] to install all dependencies for the "pvdeg.pysam" submodule')
 
 from pvdeg import (
     weather,
@@ -364,37 +370,59 @@ def pysam_hourly_trivial(weather_df, meta):
     return outputs
 
 # TODO: add slots
-class inspirePysamReturn():
-    """simple struct to facilitate handling weirdly shaped pysam simulation return values"""
-
-    # removes __dict__ atribute and breaks pickle
-    # __slots__ = ("annual_poa", "ground_irradiance", "timeseries_index")
+# class inspirePysamReturn():
+#     """simple struct to facilitate handling weirdly shaped pysam simulation return values"""
+
+#     # removes __dict__ atribute and breaks pickle
+#     # __slots__ = ("annual_poa", "ground_irradiance", "timeseries_index")
+
+#     def __init__(self, annual_poa, ground_irradiance, timeseries_index, annual_energy, poa_front, poa_rear, subarray1_poa_front, subarray1_poa_rear):
+#         self.annual_energy = annual_energy
+#         self.annual_poa = annual_poa
+#         self.ground_irradiance = ground_irradiance
+#         self.timeseries_index = timeseries_index
+#         self.poa_front = poa_front
+#         self.poa_rear = poa_rear
+#         self.subarray1_poa_front = subarray1_poa_front
+#         self.subarray1_poa_rear = subarray1_poa_rear
+
+# def _handle_pysam_return(pysam_res : inspirePysamReturn) -> xr.Dataset:
+def _handle_pysam_return(pysam_res_dict : dict, weather_df: pd.DataFrame) -> xr.Dataset:
+    """Handle a pysam return object and transform it to an xarray"""
 
-    def __init__(self, annual_poa, ground_irradiance, timeseries_index):
-        self.annual_poa = annual_poa
-        self.ground_irradiance = ground_irradiance
-        self.timeseries_index = timeseries_index
+    ground_irradiance = pysam_res_dict["subarray1_ground_rear_spatial"]
 
+    annual_poa = pysam_res_dict["annual_poa_front"]
+    annual_energy = pysam_res_dict["annual_energy"]
 
-# rename?
-import xarray as xr
-def _handle_pysam_return(pysam_res : inspirePysamReturn) -> xr.Dataset:
-    """Handle a pysam return object and transform it to an xarray"""
+    poa_front = pysam_res_dict["poa_front"][:8760] # 25 * 8760 entries, all pairs of 8760 entries are identical
+    poa_rear = pysam_res_dict["poa_rear"][:8760] # same for the following
+    subarray1_poa_front = pysam_res_dict["subarray1_poa_front"][:8760]
+    subarray1_poa_rear = pysam_res_dict["subarray1_poa_rear"][:8760]
 
-    import dask.array as da
-    import numpy as np
+    timeseries_index = weather_df.index
 
     # redo this using numba?
-    distances = pysam_res.ground_irradiance[0][1:]
-    ground_irradiance_values = da.from_array([row[1:] for row in pysam_res.ground_irradiance[1:]])
+    distances = ground_irradiance[0][1:]
+    ground_irradiance_values = da.from_array([row[1:] for row in ground_irradiance[1:]])
 
     single_location_ds = xr.Dataset(
         data_vars={
-            "annual_poa" : pysam_res.annual_poa, # scalar variable
-            "ground_irradiance" : (("time", "distance"), ground_irradiance_values)
+            # scalars
+            "annual_poa" : annual_poa,
+            "annual_energy" : annual_energy,
+
+            # simple timeseries
+            "poa_front" : (("time", ), da.array(poa_front)),
+            "poa_rear" : (("time", ), da.array(poa_rear)),
+            "subarray1_poa_front" : (("time", ), da.array(subarray1_poa_front)),
+            "subarray1_poa_rear" : (("time", ), da.array(subarray1_poa_rear)),
+
+            # spatio-temporal
+            "ground_irradiance" : (("time", "distance"), ground_irradiance_values),
         },
         coords={
-            "time" : pysam_res.timeseries_index,
+            "time" : timeseries_index,
             # "distance" : distances,
             "distance" : np.arange(10), # this matches the dimension axis of the output_temlate dataset
         }
@@ -403,7 +431,24 @@ def _handle_pysam_return(pysam_res : inspirePysamReturn) -> xr.Dataset:
     return single_location_ds
 
 
+INSPIRE_NSRDB_ATTRIBUTES = [
+    "air_temperature",
+    "wind_speed",
+    "wind_direction",
+    "dhi",
+    "ghi",
+    "dni",
+    "relative_humidity",
+    "surface_albedo",
+]
+
 # annual_poa_nom, annual_poa_front, annual_poa_rear, poa_nom, poa_front, or poa_rear
+
+# annual energy
+# front_poa, rear_poa (timeseries, repeating 25 times, we can just take the first year)
+# annual_poa_rear_gain_percent (rear side gain, bifacial factor) (rear poa / front poa) * bifacial factor
+
+# should be be using poa_front or subarray1_poa_front (same for poa_rear?)
 # TODO: add config file, multiple config files.
 def inspire_ground_irradiance(weather_df, meta, config_files):
     """
@@ -432,21 +477,19 @@ def inspire_ground_irradiance(weather_df, meta, config_files):
             meta type : {type(meta)}
         """)
 
+    # force localize utc from tmy to local time by moving rows
+    weather_df = weather.roll_tmy(weather_df, meta)
+
     outputs = pysam(
         weather_df = weather_df,
         meta = meta,
         pv_model = "pysamv1",
         config_files=config_files,
-        results = ["subarray1_ground_rear_spatial", "annual_poa_front"],
     )
 
-    result = inspirePysamReturn(
-            ground_irradiance = outputs["subarray1_ground_rear_spatial"],
-            annual_poa = outputs["annual_poa_front"],
-            timeseries_index=weather_df.index,
-        )
+    ds_result = _handle_pysam_return(pysam_res_dict=outputs, weather_df=weather_df)
 
-    return result
+    return ds_result
 
 def solar_resource_dict(weather_df, meta):
     """
@@ -457,24 +500,36 @@ def solar_resource_dict(weather_df, meta):
 
     # weather_df = weather_df.reset_index(drop=True) # Probably dont need to do this
     weather_df = utilities.add_time_columns_tmy(weather_df) # only supports hourly data
+
+    # enforce tmy scheme
+    times = pd.date_range(start="2001-01-01", periods=8760, freq="1h")
     
+    # all options
+    # lat,lon,tz,elev,year,month,hour,minute,gh,dn,df,poa,tdry,twet,tdew,rhum,pres,snow,alb,aod,wspd,wdir
     sr = {
         'lat': meta['latitude'],
         'lon': meta['longitude'],
         'tz': meta['tz'] if 'tz' in meta.keys() else 0,
         'elev': meta['altitude'],
-        'year': list(weather_df['Year']),
-        'month': list(weather_df['Month']),
-        'day': list(weather_df['Day']),
-        'hour': list(weather_df['Hour']),
-        'minute': list(weather_df['Minute']),
+        'year': list(times.year), #list(weather_df['Year']),
+        'month': list(times.month),
+        'day': list(times.day),
+        'hour': list(times.hour),
+        'minute': list(times.minute),
+        'gh': list(weather_df['ghi']),
         'dn': list(weather_df['dni']),
         'df': list(weather_df['dhi']),
         'wspd': list(weather_df['wind_speed']),
         'tdry': list(weather_df['temp_air']),
-        'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
+        'alb' : list(weather_df['albedo']) if 'albedo' in weather_df.columns.values else [0.2] * len(weather_df)
     }
 
+    # if we have wind direction then add it
+    if 'wind_direction' in weather_df.columns.values:
+        sr['wdir'] = list(weather_df['wind_direction']) 
+
+    print(sr['alb'])
+
     return sr 
 
 def sample_pysam_result(weather_df, meta): # throw weather, meta away
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 88b96ea7..8d9cd6bf 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1102,6 +1102,7 @@ def __init__(
     def __eq__(self, other):
         raise NotImplementedError("cannot directly compare geospatial scenario objects")
 
+ 
     # add restoring from gids functionality from nsrdb
     def addLocation(
         self,
@@ -1140,6 +1141,7 @@ def addLocation(
             combination of states or provinces to include from NSRDB.  
             Supports two-letter codes for American states. Can mix two-letter
             codes with full length strings. Can take single string, or list of strings (len >= 1)
+
             Examples:
             - ``state='Washington'``
             - ``state=WA`` (state abbr is case insensitive)
@@ -1154,8 +1156,19 @@ def addLocation(
         year : int
             year of data to use from NSRDB, default = ``2022``
         nsrdb_attributes : list(str)
-            list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).\
-            Default = ``['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']``
+            list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).
+
+                Valid Options:
+                - 'air_temperature'  
+                - 'dew_point'  
+                - 'dhi'  
+                - 'dni'  
+                - 'ghi'  
+                - 'surface_albedo'   
+                - 'surface_pressure'   
+                - 'wind_direction'   
+                - 'wind_speed'  
+
         see_added : bool
             flag true if you want to see a runtime notification for added location/gids
         """
@@ -1208,11 +1221,13 @@ def addLocation(
             geo_meta = geo_meta[geo_meta["county"].isin(county)]
 
         # we don't downsample weather data until this runs 
-        # because on NSRDB we are storing weather OUT of MEMORY with dask
+        # because on NSRDB we are storing weather out of memory with dask
         geo_meta, geo_gids = pvdeg.utilities.gid_downsampling( 
             geo_meta, downsample_factor
         )
 
+        geo_weather = pvdeg.weather.map_weather(geo_weather)
+
         self.weather_data = geo_weather
         self.meta_data = geo_meta
         self.gids = geo_gids
@@ -1223,6 +1238,20 @@ def addLocation(
 
         return
 
+    def downselect_CONUS(
+        self,
+    ) -> None:
+        """Downselect US to contiguous US geospatial data"""
+
+        geo_weather, geo_meta = self.geospatial_data()
+
+        geo_meta = geo_meta[geo_meta['state'] != "Alaska"]
+        geo_meta = geo_meta[geo_meta['state'] != "Hawaii"]
+        geo_weather = geo_weather.sel(gid=geo_meta.index)
+
+        self.weather_data = geo_weather
+        self.meta_data = geo_meta
+
     def location_bounding_box(
         self,
         coord_1: Optional[tuple[float]] = None,
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index 9328fda8..cb8e8788 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -309,18 +309,27 @@ def map_weather(weather_df):
         "Wind Speed": "wind_speed",
         "Wind Direction": "wind_direction",
         "Surface Albedo": "albedo",
+        "surface_albedo": "albedo",
         "Precipitable Water": "precipitable_water",
         "Module_Temperature": "module_temperature",
     }
 
-    for column_name in weather_df.columns:
-        if column_name in [*DSET_MAP.keys()]:
-            weather_df.rename(
-                columns={column_name: DSET_MAP[column_name]}, inplace=True
-            )
+    if isinstance(weather_df, pd.DataFrame):
+        for column_name in weather_df.columns:
+            if column_name in [*DSET_MAP.keys()]:
+                weather_df.rename(
+                    columns={column_name: DSET_MAP[column_name]}, inplace=True
+                )
 
-    return weather_df
+        return weather_df
 
+    elif isinstance(weather_df, xr.Dataset):
+        weather_df = weather_df.rename({key: value for key, value in DSET_MAP.items() if key in weather_df.data_vars})
+        
+        return weather_df
+    
+    else:
+        raise TypeError("input must be pd.DataFrame or xr.Dataset")
 
 def read_h5(gid, file, attributes=None, **_):
     """
@@ -940,4 +949,110 @@ def get_anywhere(database = "PSM3", id=None, **kwargs):
                 meta = {'result': 'This location was not found in either the NSRDB or PVGIS'}
                 weather_db = {'result': 'NA'}
 
-    return weather_db, meta 
\ No newline at end of file
+    return weather_db, meta 
+
+
+def roll_tmy(weather_df: pd.DataFrame, meta: dict) -> pd.DataFrame:
+    """
+    Roll/wrap the ends of a TMY UTC DataFrame to align with local times based on timezone offset.
+
+    Parameters:
+    ----------
+    weather_df : pd.DataFrame
+        The input DataFrame containing TMY data with a UTC datetime index.
+    meta : dict
+        Metadata dictionary containing at least the 'tz' key, representing timezone offset in hours
+        (e.g., -8 for UTC-8).
+
+    Returns:
+    -------
+    pd.DataFrame
+        The rolled DataFrame aligned to local times with a new datetime index spanning a typical year.
+
+    Raises:
+    ------
+    ValueError
+        If the timezone offset is not a multiple of the data frequency or if the frequency cannot be inferred.
+    """
+    # Extract timezone offset in hours
+    tz_offset = meta.get('tz', 0)  # Default to UTC if not specified
+
+    # Step 1: Localize the index to UTC
+    weather_df_local = weather_df.copy()
+    weather_df_local.index = pd.to_datetime(weather_df_local.index)
+    weather_df_local = weather_df_local.tz_localize('UTC')
+
+    # Step 2: Convert to desired local timezone
+    # 'Etc/GMT+X' corresponds to UTC-X
+    if tz_offset >= 0:
+        local_tz = f'Etc/GMT-{tz_offset}'
+    else:
+        local_tz = f'Etc/GMT+{abs(tz_offset)}'
+
+    try:
+        weather_df_local = weather_df_local.tz_convert(local_tz)
+    except Exception as e:
+        raise ValueError(f"Invalid timezone offset: {tz_offset}. Error: {e}")
+
+    # Step 3: Make timezone-naive
+    weather_df_naive = weather_df_local.tz_localize(None)
+
+    # Step 4: Determine frequency
+    freq = pd.infer_freq(weather_df_naive.index)
+    if freq is None:
+        raise ValueError("Cannot infer frequency of the DataFrame index. Ensure it is regular.")
+
+    # Step 5: Calculate the shift amount
+    # To align local time to start at 00:00, shift by -tz_offset hours
+    # For example, tz_offset = -8 (UTC-8) => shift by +8 hours
+    total_shift = pd.Timedelta(hours=-tz_offset)
+
+    if freq.isalpha():
+        freq = "1" + freq
+
+    row_timedelta = pd.to_timedelta(freq) # this probably broke because it was a string without an hourly frequency
+
+    if total_shift % row_timedelta != pd.Timedelta(0):
+        raise ValueError("Timezone offset must be a multiple of the data frequency.")
+
+    num_shift = int(total_shift / row_timedelta)
+
+    # Step 6: Perform the shift (roll the DataFrame)
+    if num_shift > 0:
+        rearranged = pd.concat([
+            weather_df_naive.iloc[num_shift:],
+            weather_df_naive.iloc[:num_shift]
+        ])
+    elif num_shift < 0:
+        rearranged = pd.concat([
+            weather_df_naive.iloc[num_shift:],
+            weather_df_naive.iloc[:num_shift]
+        ])
+    else:
+        rearranged = weather_df_naive.copy()
+
+    # Step 7: Assign a new datetime index spanning a typical non-leap year
+    # Preserve the original start time's hour, minute, second, etc.
+    # Using year 2001 as it is not a leap year
+
+    # Extract the time component from the first timestamp
+    original_start_time = rearranged.index[0].time()
+    start_time = pd.Timestamp('2001-01-01') + pd.Timedelta(
+        hours=0,
+        minutes=original_start_time.minute,
+    )
+
+    expected_num_rows = rearranged.shape[0]
+
+    # Create the new datetime index with the preserved start time
+    new_index = pd.date_range(start=start_time, periods=expected_num_rows, freq=freq)
+
+    # Handle potential leap day if present in new_index
+    # Since 2001 is not a leap year, ensure no Feb 29 exists
+    new_index = new_index[~((new_index.month == 2) & (new_index.day == 29))]
+
+    # Assign the new index to the rearranged DataFrame
+    rearranged = rearranged.iloc[:len(new_index)]  # Ensure lengths match
+    rearranged.index = new_index
+
+    return rearranged
\ No newline at end of file
diff --git a/pyproject.toml b/pyproject.toml
index 768ae444..483cb421 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -76,8 +76,11 @@ test = [
 books = [
     "jupyter-book",
 ]
+sam = [
+    "pysam",
+]
 all = [
-    "pvdeg[docs,test,books]",
+    "pvdeg[docs,test,books,sam]",
 ]
 
 [project.entry-points.pvdeg]
diff --git a/scripts/batch/.submit_co_inspire.sh.swp b/scripts/batch/.submit_co_inspire.sh.swp
new file mode 100644
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diff --git a/scripts/batch/inspire.py b/scripts/batch/inspire.py
new file mode 100644
index 00000000..11ef0b13
--- /dev/null
+++ b/scripts/batch/inspire.py
@@ -0,0 +1,94 @@
+import pvdeg
+from pvdeg.geospatial import output_template
+import matplotlib.pyplot as plt
+import seaborn as sns
+import numpy as np
+
+import sys
+
+import pandas as pd
+import xarray as xr
+import dask.array as da
+import pickle
+
+from dask.distributed import LocalCluster, Client
+from dask_jobqueue import SLURMCluster
+
+
+cluster = SLURMCluster(
+    queue='shared',
+    account="inspire",
+    cores=1,
+    memory="30 GB",
+    processes=True,
+    log_directory='/scratch/tford/dev/logs',
+    walltime="02:00:00",
+)
+cluster.scale(64)
+
+client = Client(cluster)
+
+print(client.dashboard_link)
+
+locationGetter = pvdeg.scenario.GeospatialScenario()
+locationGetter.addLocation(
+    country="United States", 
+    state="CO", downsample_factor=2,     
+    nsrdb_attributes=pvdeg.pysam.INSPIRE_NSRDB_ATTRIBUTES,
+)
+geo_weather, geo_meta = locationGetter.geospatial_data()
+
+# smaller chunks to allow the job to be splitup between all of the workers
+# each worker should have at least one chunk
+geo_weather = geo_weather.chunk({"gid":2})    
+
+shapes = {
+    "annual_poa" : ("gid",),
+    "annual_energy" : ("gid",),
+
+    "poa_front" : ("gid", "time", ),
+    "poa_rear" : ("gid", "time", ),
+    "subarray1_poa_front" : ("gid", "time"),
+    "subarray1_poa_rear" : ("gid", "time"),
+
+    "ground_irradiance" : ("gid", "time", "distance") # spatio-temporal
+}
+
+template = pvdeg.geospatial.output_template(
+    ds_gids = geo_weather, # times will cause error, fix below
+    shapes = shapes,
+    add_dims={"distance" : 10}, # this will autogenerate a range of length 10 for the coordinate axis
+)
+
+# modified range as produced by the corrected times for the tmy dataset
+template['time'] = pd.date_range(start='2001-01-01 00:30:00', freq='1h', periods=8760)
+
+divisibleby = 3
+step = geo_meta.shape[0] // divisibleby
+
+
+# conf = "01"
+conf = sys.argv[1]
+target_dir = f"/projects/inspire/PySAM-MAPS/CO-sample/{conf}"
+
+for i in range(0, geo_meta.shape[0], step):
+    print("started", i)
+
+    front, back = i, i + step
+
+    slice_weather = geo_weather.isel(gid=slice(front, back))
+    slice_meta = geo_meta.iloc[front : back]
+    slice_template = template.isel(gid=slice(front, back))
+    
+    inspire_partial_res = pvdeg.geospatial.analysis(
+        weather_ds = slice_weather,
+        meta_df = slice_meta,
+        
+        template = slice_template,
+        func = pvdeg.pysam.inspire_ground_irradiance, 
+        
+        config_files = {"pv" : f'/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/{conf}/{conf}_pvsamv1.json'}
+    )
+
+    inspire_partial_res.to_netcdf(f"{target_dir}-quarter-res-{i}-{i+i-1}.nc", engine="h5netcdf")
+    print("ended", i)    
diff --git a/scripts/batch/slurmrunner.py b/scripts/batch/slurmrunner.py
new file mode 100644
index 00000000..12c5e89f
--- /dev/null
+++ b/scripts/batch/slurmrunner.py
@@ -0,0 +1,59 @@
+#       replaces Dask.jobqueue.SLURMRunner        #
+###################################################
+###################################################
+logger.info("Getting dask cluster from SLURM.")
+user_name = getpass.getuser()
+
+proc_id = int(os.environ["SLURM_PROCID"])
+n_workers = int(os.environ["SLURM_NTASKS"]) # n_tasks
+job_id = int(os.environ["SLURM_JOB_ID"])
+cpus_per_task = int(os.environ["SLURM_CPUS_PER_TASK"])
+n_nodes = int(os.environ["SLURM_NNODES"])
+mem_per_node = int(os.environ["SLURM_MEM_PER_NODE"])
+mem_worker = mem_per_node / (n_workers * cpus_per_task) * 1e6
+
+logger.info(f"Memory per worker: {mem_worker/1e9} GB")
+
+with SLURMRunner(
+    scheduler_file=f"/scratch/{user_name}/scheduler-{job_id}.json",
+    scheduler_options={
+        # change to unique (so i dont overlap with martin)
+        "dashboard_address": ":34567",
+    },
+    worker_options={
+        "memory_limit": mem_worker,
+        "local_directory": f"/scratch/{user_name}", # faster IO nodes available
+    },
+) as runner:
+    with distributed_Client(runner) as dask_client:
+        dask_client.forward_logging("QA-runner") # specify logger
+
+        logger.info(f"Dask cluster dashboard at: {dask_client.dashboard_link}")
+        logger.debug(f"Dask cluster client address: {dask_client.scheduler.address}")
+
+        dask_client.wait_for_workers(runner.n_workers)
+        logger.info("Successfully set up dask cluster.")
+
+###################################################
+###################################################
+
+        # call functions as defined in inspire.py
+
+
+
+        # PVFleets Martin Approach #
+        ############################
+        # computation
+        # pass the client
+
+        # run_fleet(dask_client, arg)
+
+            # or can use current approach
+
+            # dask map blocks approach
+            #systems = []
+            # dask_client.submit(
+            #)
+            # systems.append()
+
+
diff --git a/scripts/batch/submit_co_inspire.sh b/scripts/batch/submit_co_inspire.sh
new file mode 100644
index 00000000..84441d3a
--- /dev/null
+++ b/scripts/batch/submit_co_inspire.sh
@@ -0,0 +1,31 @@
+#!/bin/bash
+#SBATCH --job-name=inspire-ground-irrad         # Job name
+#SBATCH --output=dask_job_%j.log    # Standard output (%j for job ID)
+#SBATCH --error=dask_job_%j.err     # Standard error (%j for job ID)
+#SBATCH --time=02:00:00             # Total run time (hh:mm:ss)
+#SBATCH --partition=shared          # Queue/partition to use
+#SBATCH --nodes=1                   # Number of nodes
+#SBATCH --ntasks-per-node=1         # Number of tasks
+#SBATCH --cpus-per-task=1           # CPUs per task
+#SBATCH --mem=80G                   # Memory for the job
+#SBATCH --account=inspire           # Account name
+
+
+# i deleted the ntasks here but this might not be required with the slurmrunnner
+# define number of tasks
+# 2 extra: 1 for scheduler, etc.
+
+
+
+
+# we will define everything early
+# n tasks will give us n workers
+
+module load anaconda3  # kestrel module name
+# source activate rpp   # Activate your Anaconda environment
+source activate /home/tford/.conda-envs/rpp
+
+# run with configurations
+python /home/tford/dev/PVDegradationTools/scripts/batch/inspire.py 03
+
+conda deactivate
diff --git a/scripts/batch/test.py b/scripts/batch/test.py
new file mode 100644
index 00000000..9f6f9bf7
--- /dev/null
+++ b/scripts/batch/test.py
@@ -0,0 +1,6 @@
+import sys
+
+print(sys.argv[0])
+print(sys.argv[1])
+print(type(sys.argv[1]))
+
diff --git a/scripts/debug/debug-ground-irradiance.ipynb b/scripts/debug/debug-ground-irradiance.ipynb
index 239ebc4e..f9bfa973 100644
--- a/scripts/debug/debug-ground-irradiance.ipynb
+++ b/scripts/debug/debug-ground-irradiance.ipynb
@@ -31,10 +31,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
+    "# weather time index will be in utc at this point\n",
+    "# localizes/rolls inside of the functinon\n",
     "res = pvdeg.pysam.inspire_ground_irradiance(\n",
     "    weather_df=weather.isel(gid=0).to_dataframe(),\n",
     "    meta=meta.iloc[0].to_dict(),\n",
@@ -44,503 +46,22 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": 11,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "text/html": [
-       "<div><svg style=\"position: absolute; width: 0; height: 0; overflow: hidden\">\n",
-       "<defs>\n",
-       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
-       "<path d=\"M16 0c-8.837 0-16 2.239-16 5v4c0 2.761 7.163 5 16 5s16-2.239 16-5v-4c0-2.761-7.163-5-16-5z\"></path>\n",
-       "<path d=\"M16 17c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
-       "<path d=\"M16 26c-8.837 0-16-2.239-16-5v6c0 2.761 7.163 5 16 5s16-2.239 16-5v-6c0 2.761-7.163 5-16 5z\"></path>\n",
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-       ".xr-var-attrs,\n",
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-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
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-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
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-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 771kB\n",
-       "Dimensions:            (time: 8760, distance: 10)\n",
-       "Coordinates:\n",
-       "  * time               (time) datetime64[ns] 70kB 2023-01-01T00:30:00 ... 202...\n",
-       "  * distance           (distance) int32 40B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    annual_poa         float64 8B 3.223e+05\n",
-       "    ground_irradiance  (time, distance) float64 701kB dask.array&lt;chunksize=(8760, 10), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-127ef8ad-b6ef-46ab-8bad-29038c52ae32' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-127ef8ad-b6ef-46ab-8bad-29038c52ae32' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-761ef908-9c8c-4039-a7b4-361998694707' class='xr-section-summary-in' type='checkbox'  checked><label for='section-761ef908-9c8c-4039-a7b4-361998694707' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2023-01-01T00:30:00 ... 2023-12-...</div><input id='attrs-7b6d9785-ef16-4339-b67c-084cd665a49b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-7b6d9785-ef16-4339-b67c-084cd665a49b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ebea3344-ead2-4e54-9f68-f2cfff3c7c66' class='xr-var-data-in' type='checkbox'><label for='data-ebea3344-ead2-4e54-9f68-f2cfff3c7c66' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2023-01-01T00:30:00.000000000&#x27;, &#x27;2023-01-01T01:30:00.000000000&#x27;,\n",
-       "       &#x27;2023-01-01T02:30:00.000000000&#x27;, ..., &#x27;2023-12-31T21:30:00.000000000&#x27;,\n",
-       "       &#x27;2023-12-31T22:30:00.000000000&#x27;, &#x27;2023-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-b7b38174-655f-44e2-a955-b36ac725a86a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b7b38174-655f-44e2-a955-b36ac725a86a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-13b9755c-3761-4536-9f60-c5a8a05f5728' class='xr-var-data-in' type='checkbox'><label for='data-13b9755c-3761-4536-9f60-c5a8a05f5728' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-13608012-bbca-49f4-8efc-b8bad9515714' class='xr-section-summary-in' type='checkbox'  checked><label for='section-13608012-bbca-49f4-8efc-b8bad9515714' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>3.223e+05</div><input id='attrs-11ac069a-48bf-40e1-8581-2e04ebabecce' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-11ac069a-48bf-40e1-8581-2e04ebabecce' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1f30cc4f-a54d-4565-9eaf-0630db9ab275' class='xr-var-data-in' type='checkbox'><label for='data-1f30cc4f-a54d-4565-9eaf-0630db9ab275' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(322280.3239642)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 10), meta=np.ndarray&gt;</div><input id='attrs-07e44418-0e10-4e50-b0c1-be8c52b68afc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-07e44418-0e10-4e50-b0c1-be8c52b68afc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-108d276e-4b21-49e4-9cc6-2ae46d9876ac' class='xr-var-data-in' type='checkbox'><label for='data-108d276e-4b21-49e4-9cc6-2ae46d9876ac' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
-       "    <tr>\n",
-       "        <td>\n",
-       "            <table style=\"border-collapse: collapse;\">\n",
-       "                <thead>\n",
-       "                    <tr>\n",
-       "                        <td> </td>\n",
-       "                        <th> Array </th>\n",
-       "                        <th> Chunk </th>\n",
-       "                    </tr>\n",
-       "                </thead>\n",
-       "                <tbody>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Bytes </th>\n",
-       "                        <td> 684.38 kiB </td>\n",
-       "                        <td> 684.38 kiB </td>\n",
-       "                    </tr>\n",
-       "                    \n",
-       "                    <tr>\n",
-       "                        <th> Shape </th>\n",
-       "                        <td> (8760, 10) </td>\n",
-       "                        <td> (8760, 10) </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Dask graph </th>\n",
-       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
-       "                    </tr>\n",
-       "                    <tr>\n",
-       "                        <th> Data type </th>\n",
-       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
-       "                    </tr>\n",
-       "                </tbody>\n",
-       "            </table>\n",
-       "        </td>\n",
-       "        <td>\n",
-       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
-       "\n",
-       "  <!-- Horizontal lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Vertical lines -->\n",
-       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
-       "\n",
-       "  <!-- Colored Rectangle -->\n",
-       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
-       "\n",
-       "  <!-- Text -->\n",
-       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >10</text>\n",
-       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">8760</text>\n",
-       "</svg>\n",
-       "        </td>\n",
-       "    </tr>\n",
-       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-648319b7-c3bd-4fbd-baa9-71be830932cd' class='xr-section-summary-in' type='checkbox'  ><label for='section-648319b7-c3bd-4fbd-baa9-71be830932cd' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-6e749ad3-79f0-40e0-a908-c4d44614fa99' class='xr-index-data-in' type='checkbox'/><label for='index-6e749ad3-79f0-40e0-a908-c4d44614fa99' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2023-01-01 00:30:00&#x27;, &#x27;2023-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2023-01-01 02:30:00&#x27;, &#x27;2023-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2023-01-01 04:30:00&#x27;, &#x27;2023-01-01 05:30:00&#x27;,\n",
-       "               &#x27;2023-01-01 06:30:00&#x27;, &#x27;2023-01-01 07:30:00&#x27;,\n",
-       "               &#x27;2023-01-01 08:30:00&#x27;, &#x27;2023-01-01 09:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2023-12-31 14:30:00&#x27;, &#x27;2023-12-31 15:30:00&#x27;,\n",
-       "               &#x27;2023-12-31 16:30:00&#x27;, &#x27;2023-12-31 17:30:00&#x27;,\n",
-       "               &#x27;2023-12-31 18:30:00&#x27;, &#x27;2023-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2023-12-31 20:30:00&#x27;, &#x27;2023-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2023-12-31 22:30:00&#x27;, &#x27;2023-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-049223e5-6fc2-4531-9e92-df7d78123d8e' class='xr-index-data-in' type='checkbox'/><label for='index-049223e5-6fc2-4531-9e92-df7d78123d8e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int32&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-60085995-cd7a-44d3-9870-ff7cbbeef1a8' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-60085995-cd7a-44d3-9870-ff7cbbeef1a8' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
       "text/plain": [
-       "<xarray.Dataset> Size: 771kB\n",
-       "Dimensions:            (time: 8760, distance: 10)\n",
-       "Coordinates:\n",
-       "  * time               (time) datetime64[ns] 70kB 2023-01-01T00:30:00 ... 202...\n",
-       "  * distance           (distance) int32 40B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    annual_poa         float64 8B 3.223e+05\n",
-       "    ground_irradiance  (time, distance) float64 701kB dask.array<chunksize=(8760, 10), meta=np.ndarray>"
+       "<matplotlib.collections.QuadMesh at 0x7fa78afb8220>"
       ]
      },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "single_location_xr = pvdeg.pysam._handle_pysam_return(\n",
-    "    res\n",
-    ")\n",
-    "\n",
-    "single_location_xr"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x1f115668fd0>"
-      ]
-     },
-     "execution_count": 6,
+     "execution_count": 11,
      "metadata": {},
      "output_type": "execute_result"
     },
     {
      "data": {
-      "image/png": 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",
       "text/plain": [
        "<Figure size 640x480 with 2 Axes>"
       ]
@@ -550,79 +71,7 @@
     }
    ],
    "source": [
-    "single_location_xr['ground_irradiance'].plot()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x1f11592afd0>"
-      ]
-     },
-     "execution_count": 8,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "mask = np.any(single_location_xr.ground_irradiance != 0, axis=1)\n",
-    "\n",
-    "nonzero = single_location_xr.ground_irradiance.compute()[mask.compute()]\n",
-    "\n",
-    "nonzero.compute()\n",
-    "\n",
-    "nonzero.plot()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 10,
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "<matplotlib.collections.QuadMesh at 0x1f117f278e0>"
-      ]
-     },
-     "execution_count": 10,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "mask = np.any(single_location_xr.ground_irradiance >= 0, axis=1)\n",
-    "\n",
-    "nonnegative = single_location_xr.ground_irradiance.compute()[mask.compute()]\n",
-    "\n",
-    "nonnegative.compute()\n",
-    "\n",
-    "nonnegative.plot()"
+    "res.ground_irradiance.plot()"
    ]
   },
   {
@@ -635,9 +84,9 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "deg",
+   "display_name": "rpp",
    "language": "python",
-   "name": "python3"
+   "name": "rpp"
   },
   "language_info": {
    "codemirror_mode": {
@@ -649,9 +98,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.9.19"
+   "version": "3.10.14"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }
diff --git a/scripts/demos/freeze-thaw.ipynb b/scripts/demos/freeze-thaw.ipynb
new file mode 100644
index 00000000..d54e1f2f
--- /dev/null
+++ b/scripts/demos/freeze-thaw.ipynb
@@ -0,0 +1,200 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "01beae34-b377-4581-bea5-39cce53f541c",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "import pandas as pd\n",
+    "import xarray as xr\n",
+    "from dask.distributed import LocalCluster, Client"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d13b01fc-6917-4483-8a00-b71a1fe6bbd9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "workers = 8\n",
+    "\n",
+    "cluster = LocalCluster(\n",
+    "    n_workers=workers,\n",
+    "    processes=6, \n",
+    ")\n",
+    "\n",
+    "client = Client(cluster)\n",
+    "\n",
+    "print(client.dashboard_link)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1962ba1a-800d-47ed-a1e2-5f4cf063f5df",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
+    "\n",
+    "locationGetter.addLocation(\n",
+    "    country=\"United States\", \n",
+    "    downsample_factor=2, \n",
+    ")\n",
+    "\n",
+    "locationGetter.downselect_CONUS()\n",
+    "\n",
+    "geo_weather, geo_meta = locationGetter.geospatial_data()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3df2a5a7-dbc4-4aab-890f-307f4dc69e91",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "@pvdeg.decorators.geospatial_quick_shape(0, ['cycles'])\n",
+    "def calculate_freeze_thaw_cycles(weather_df: pd.DataFrame, meta: dict, temperature_col='temp_air'):\n",
+    "    \"\"\"\n",
+    "    Calculate the number of freeze-thaw cycles in a weather DataFrame.\n",
+    "\n",
+    "    Parameters:\n",
+    "        df (pd.DataFrame): DataFrame containing weather data.\n",
+    "        temperature_col (str): Name of the column containing air temperature values in Celsius.\n",
+    "\n",
+    "    Returns:\n",
+    "        int: Number of freeze-thaw cycles.\n",
+    "    \"\"\"\n",
+    "    if temperature_col not in weather_df.columns:\n",
+    "        raise ValueError(f\"Column '{temperature_col}' not found in DataFrame.\")\n",
+    "\n",
+    "    # Add a column to indicate if the temperature is below freezing\n",
+    "    weather_df['below_freezing'] = weather_df[temperature_col] < 0\n",
+    "\n",
+    "    # Calculate transitions: freeze (False -> True) and thaw (True -> False)\n",
+    "    weather_df['transitions'] = weather_df['below_freezing'].astype(int).diff()\n",
+    "\n",
+    "    # Count freeze-thaw cycles (both freeze and thaw transitions)\n",
+    "    freeze_thaw_cycles = ((weather_df['transitions'] == 1) | (weather_df['transitions'] == -1)).sum() // 2\n",
+    "\n",
+    "    return pd.DataFrame([freeze_thaw_cycles], columns = [\"cycles\"])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "373f9493-9918-4e7a-86f3-bbbedf66e346",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "template = pvdeg.geospatial.auto_template(\n",
+    "    ds_gids = geo_weather,\n",
+    "    func = calculate_freeze_thaw_cycles\n",
+    ")\n",
+    "\n",
+    "res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds = geo_weather,\n",
+    "    meta_df = geo_meta,\n",
+    "    func = calculate_freeze_thaw_cycles,\n",
+    "    template = template\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ffeb0924-5902-420f-a42d-29734719805b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(result=res, data_var=\"cycles\", method=\"linear\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "631ee548-fc77-4b0d-9c26-cdbbf04d031b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "res.to_netcdf(\"freeze-thaw-us.nc\", engine=\"h5netcdf\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "6cd68b31-5b28-453a-a62b-80aad40e8b66",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "res = xr.open_dataset(\"freeze-thaw-us.nc\", engine=\"h5netcdf\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "336a56a4-3f1c-4c20-9f0c-118bcccd98db",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    },
+    {
+     "data": {
+      "text/plain": [
+       "(<Figure size 640x480 with 2 Axes>,\n",
+       " <GeoAxes: title={'center': 'Interpolated Heatmap'}, xlabel='Longitude', ylabel='Latitude'>)"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(result=res, data_var=\"cycles\", method=\"linear\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "93371efa-c905-45b2-9fd7-d23fbc1b2b31",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "rpp",
+   "language": "python",
+   "name": "rpp"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/scripts/ground_irradiance_with_colorbar.gif b/scripts/ground_irradiance_with_colorbar.gif
deleted file mode 100644
index c2c96d387d435ba5cbe4611378a6b54fb5903d45..0000000000000000000000000000000000000000
GIT binary patch
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diff --git a/scripts/inspire_notebooks/inspire_CO.ipynb b/scripts/inspire_notebooks/inspire_CO.ipynb
new file mode 100644
index 00000000..94837256
--- /dev/null
+++ b/scripts/inspire_notebooks/inspire_CO.ipynb
@@ -0,0 +1,188 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "98de9011-0e74-4058-afed-9e6958b6befb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "from pvdeg.geospatial import output_template\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "import numpy as np\n",
+    "\n",
+    "import pandas as pd\n",
+    "import xarray as xr\n",
+    "import dask.array as da\n",
+    "import pickle\n",
+    "\n",
+    "from dask.distributed import LocalCluster, Client\n",
+    "from dask_jobqueue import SLURMCluster"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "8fc32cd7-bbbf-474e-adf5-48acc187ba06",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cluster = SLURMCluster(\n",
+    "    queue='shared',\n",
+    "    account=\"inspire\",\n",
+    "    cores=1,\n",
+    "    memory=\"30 GB\",\n",
+    "    processes=True,\n",
+    "    log_directory='/scratch/tford/dev/logs',\n",
+    "    walltime=\"02:00:00\",\n",
+    ")\n",
+    "cluster.scale(32)\n",
+    "\n",
+    "client = Client(cluster)\n",
+    "\n",
+    "print(client.dashboard_link)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "b673570b-0230-420f-bfbe-feaece63ef24",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "workers = 8\n",
+    "\n",
+    "cluster = LocalCluster(\n",
+    "    n_workers=workers,\n",
+    "    processes=True, \n",
+    ")\n",
+    "\n",
+    "client = Client(cluster)\n",
+    "\n",
+    "print(client.dashboard_link)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "99313837-ad47-4ab5-b784-d75e2d71c7f9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
+    "\n",
+    "locationGetter.addLocation(country=\"United States\", state=\"CO\", downsample_factor=2, nsrdb_attributes=pvdeg.pysam.INSPIRE_NSRDB_ATTRIBUTES )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "ca4a7836-0380-4eb9-a2f1-40c51e748516",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_weather, geo_meta = locationGetter.geospatial_data()\n",
+    "\n",
+    "geo_weather.chunk({\"gid\":2}).chunks"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1f28b86c-f467-4609-87e2-8a1bdedcecce",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_weather, geo_meta = locationGetter.geospatial_data()\n",
+    "\n",
+    "shapes = {\n",
+    "    \"annual_poa\" : (\"gid\",),\n",
+    "    \"annual_energy\" : (\"gid\",),\n",
+    "\n",
+    "    \"poa_front\" : (\"gid\", \"time\", ),\n",
+    "    \"poa_rear\" : (\"gid\", \"time\", ),\n",
+    "    \"subarray1_poa_front\" : (\"gid\", \"time\"),\n",
+    "    \"subarray1_poa_rear\" : (\"gid\", \"time\"),\n",
+    "\n",
+    "    \"ground_irradiance\" : (\"gid\", \"time\", \"distance\") # spatio-temporal\n",
+    "}\n",
+    "\n",
+    "template = pvdeg.geospatial.output_template(\n",
+    "    ds_gids = geo_weather, # times will cause error, fix below\n",
+    "    shapes = shapes,\n",
+    "    add_dims={\"distance\" : 10}, # this will autogenerate a range of length 10 for the coordinate axis\n",
+    ")\n",
+    "\n",
+    "# modified range as produced by the corrected times for the tmy dataset\n",
+    "template['time'] = pd.date_range(start='2001-01-01 00:30:00', freq='1h', periods=8760)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2c447a48-f93c-4c06-ab97-192274752b9a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "divisibleby = 3\n",
+    "step = geo_meta.shape[0] // divisibleby\n",
+    "\n",
+    "conf = \"01\"\n",
+    "target_dir = f\"/projects/inspire/PySAM-MAPS/CO-sample/{conf}\"\n",
+    "\n",
+    "for i in range(0, geo_meta.shape[0], step):\n",
+    "    print(\"started\", i)\n",
+    "\n",
+    "    front, back = i, i + step\n",
+    "\n",
+    "    slice_weather = geo_weather.isel(gid=slice(front, back))\n",
+    "    slice_meta = geo_meta.iloc[front : back]\n",
+    "    slice_template = template.isel(gid=slice(front, back))\n",
+    "    \n",
+    "    inspire_partial_res = pvdeg.geospatial.analysis(\n",
+    "        weather_ds = slice_weather,\n",
+    "        meta_df = slice_meta,\n",
+    "        \n",
+    "        template = slice_template,\n",
+    "        func = pvdeg.pysam.inspire_ground_irradiance, \n",
+    "        \n",
+    "        config_files = {\"pv\" : f'/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/{conf}/{conf}_pvsamv1.json'}\n",
+    "    )\n",
+    "\n",
+    "    inspire_partial_res.to_netcdf(f\"{target_dir}-quarter-res-{i}-{i+i-1}.nc\", engine=\"h5netcdf\")\n",
+    "    print(\"ended\", i)    "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "89c0b553-79c4-4924-9829-55c73e15ea68",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "rpp",
+   "language": "python",
+   "name": "rpp"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/scripts/inspire_notebooks/inspire_MERGE.ipynb b/scripts/inspire_notebooks/inspire_MERGE.ipynb
new file mode 100644
index 00000000..9be34ebc
--- /dev/null
+++ b/scripts/inspire_notebooks/inspire_MERGE.ipynb
@@ -0,0 +1,153 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "b659e053-dbe2-421b-8e28-8b7b1fee7f11",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import matplotlib.pyplot as plt \n",
+    "import os\n",
+    "import xarray as xr\n",
+    "\n",
+    "import pvdeg\n",
+    "\n",
+    "import cartopy.crs as ccrs"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "id": "9430ab4c-c870-4941-ae19-11e02f645da8",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "['/projects/inspire/PySAM-MAPS/CO-sample/03/slices/03-quarter-res-718-1435.nc',\n",
+       " '/projects/inspire/PySAM-MAPS/CO-sample/03/slices/03-quarter-res-0--1.nc',\n",
+       " '/projects/inspire/PySAM-MAPS/CO-sample/03/slices/03-quarter-res-359-717.nc']"
+      ]
+     },
+     "execution_count": 14,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "conf = \"03\"\n",
+    "dir = f\"/projects/inspire/PySAM-MAPS/CO-sample/{conf}/slices\"\n",
+    "\n",
+    "files = [os.path.join(dir, file) for file in os.listdir(dir) if file[-3:] == \".nc\" ]\n",
+    "\n",
+    "files"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "id": "5b4e6ea4-94cb-424b-b3d4-a11c5e63cf7d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "xr.open_mfdataset(files, engine=\"h5netcdf\").to_netcdf(f'/projects/inspire/PySAM-MAPS/CO-sample/{conf}/1-16th-res-{conf}.nc', engine=\"h5netcdf\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "52a904d0-54e2-4172-9ec6-8a40dd931f6b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ds = xr.open_dataset(\"/projects/inspire/PySAM-MAPS/CO-sample/02/1-16th-res-02.nc\", engine=\"h5netcdf\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "id": "2f3348d7-9a84-45ca-b07a-8351a8f4f4d7",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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QKBSKGKhKhD28733vw8bGBv7gD/5g3JeiGJK1tTXcf//9OHz4MI4fP461tTVUq1U0Gg3Ytu3bX9d1lMtlLC4uYvv27di1axdOOeUUnHbaaVhYWBjDN1AoFJOGZVn4kz/5E5x//vl47nOfO+7LUSgUGaAM6B62trYwNzc37stQjMDy8jKWl5fxsIc9zPc3KSVOnDiB+++/H0eOHMGJEyewvr6OarWKo0ePBpYwLhQKqFQqHQN7z5492L9/P0499VSUy+UsvpJCocg5J06cAABs27ZtzFeiUCiyQhnQPRiGgb179477MhQpIYTA7t27sXv37sC/Sylx5MgRHDx4EEeOHMHJkyexsbGBWq2GQ4cO4eDBg679iQjFYhGVSgVLS0vYsWMH9u7di/3792P//v3QdfV6KRSzQNuAXl5eHu+FKBSKzFAjfIutrS0wM77+n4fx3pe9s7P9e//76jFelSJLhBAd4zcIwzBw6NAhHDp0CCsrKzhx4gQ2NzdRq9Wwvr6O++67z3e8YrGIubk5bNu2DTt37sSePXtw2mmnYe/evRBCpSAoFNPA6uoqAGDHjh1jvhKFQpEVyoBuce+99wIAVg23UfOoHmM6CGVgzw7FYhFnnHEGzjjjjMC/NxoN/PznP8fhw4exsrKCkydPYmtrC5ubmzh58iTuvvtu1/5CCJRKJczPz2N5ebljYJ9yyinYvXu38mArFBPC+vo6AGDXrl1jvhKFQpEVaoRu0V6eP2FosT4XZGAro3o2KZfLeOADH4gHPvCBgX/f2NjAwYMHOwb22toatra2sLa2huPHj+POO+907U9EKBQKKJfLmJ+fx9LSErZv347du3dj79692Lt3rzKyFYocsLm5CQAqh0ahmCHU6Nvi2LFjAICqTSMfq9eoZgLMRQL3HPY//uy1I59DMXksLS1haWkJD37wg31/k1JibW0Nhw8fxrFjx3Dy5Emsr69ja2sL9XodW1tbgUmObSO77cleXFzEjh07sGvXro6RXSwWs/h6CsXMsrW1BSJSYVkKxQyhDOgWq6ursCSQtDS2LPgN8oe+4V2B+5IEqKW09u/vUkb2LCGEwI4dO7Bjxw489KEPDdxHSon19fVQI3tlZQVHjhzxfY6IOnJ9c3NzHU9228jet2+fMrIVihGo1+tqNUihmDHUG9+iWq3CkKN7n72wBpf3uR/E3X8//LV+I1sZ1bONEALbt2/H9u3b8ZCHPCRwHyklNjc3XYmO6+vr2NzcRL1ex/Hjx3H06FHf59pGdq8ne/v27di5c2fHyFayfQpFMM1mE4VCYdyXoVAoMkQZ0C0Mw0AtgfCNNAkyqntRBrZCCIFt27Zh27ZtgaEibTY2Nlye7NXV1Y4nO8zIBuDyZC8uLmJ5ebnjyT7llFOUka2YSQzDUIWXFIoZQxnQ6ErYbVqTfTsefvW7YFUA9JkH/OcfKyNb0Y3HPu+880L32djYwNGjR3Hs2DGcOHGiY2TXajWcPHmykzfgpe3J9hrZbYURlWilmDYsy0KlUhn3ZSgUigyZbIsxIdoSdmtGsvHPTADnLKfkwW9xvNhMQHOXBAi4+/deN+arUuSRtpEdpioCOJPPI0eO4NixY53S6e1wkdXVVaysrAR+Ttf1jkZ228julfFT3jzFJCGlxPz8/LgvQ6FQZIgyoNGVsDsGHXbJcd8Kk907sTtGOQqsATLiHSYGIOMd34ssoK/3uRfWuvue+Rc39N2XTMLPXqek+RR+FhYWcM455+Ccc84J3adWq+HIkSM4evSoy8iu1WodCb8gNE1DqVTqlFJvG9m7d+/GKaecgqWlpbS+lkIRmVqtBgBYXFwc85UoFIosUQY0HAk7ZmCTCGjJQEvNbYkKGy4DlyQ723JEHG+3NRd9NlBcJ1/8tYq3VkRlbm4OZ511Fs4666zQfRqNBo4cOYIjR450wkXaRvbGxgZOnjyJe+65x/c5TdM6nuyFhQUsLy9jx44d2LNnD/bv36+MbEXqtCeA27ZtG/OVKBSKLFEGNBwJO8cWDrdApYaOcQ0AxOR2GHOA13qKCUtoZL1ryP/H25WRrYhGuVzuW+UR6BrZ7XCRtpFdrVY7RnY7HKuXtpFdqVSwsLDgKqve9mQr/V7FsJw8eRIAsH379jFfiUKhyBJlQMORsGvGlLDzSdMROuEfnU0SEFbPZwR8IRZRJe4mkYf+j/6qIW2Uoa2IQhQj2zAMV7hIr5G9ubmJ1dVV3Hfffb7PtcuqVyoVzM/Pu4zsffv2YXl5WRnZikBWV1cBADt37hzzlSgUiixRBjRaEnZpWLLkGNGdXz0xzkwAtcZkWXAMbGEkfxl5x2toK4NaMSzFYhGnn346Tj/99NB9DMPAsWPHOkb2yZMnsbGxgVqthq2tLayuruLnP/+573NCiI4ne35+vhMusnv3buzbtw87duxQRvYMsrGxAUAZ0ArFrDHzBnRbwm7Dzv5WEAOt2BHIsmNAe5MOhdWtTtj5nATgzXHUosdAywIgSxHDTaT//KFQMh71C34vmuf6h3+hDG1FfIrFIk477TScdtppoftYloVjx47hyJEjLiO7Wq2iWq1ibW0N999/v+9zbSO7XC53wkV6jeydO3cqI3vK2NzcBABVzVOhmDFm3oBux0yuWvkY1LxGsB3QJwsbLgOa7B6FkPb/+xmyNODvvecyCHot2r5xjht6PmvwPm0e9bJ3Qmv03+c7H1HqIYr46LqO/fv3Y//+/aH7WJaFlZUVHD16FCsrKy4ju16vY2NjI9TILhQKLiN7+/btHSN79+7dysieIKrVqnpeCsUMMvMGdFvC7vgYPNDDIjXPBt3xSmvN1u/k92QHxV/nkhhSflE8479w5TsBAMWqhNZ0Dv71z79hmCtTKFzouo5TTjkFp5xySug+UkqsrKzgyJEjWFlZwerqKtbX17G1tYVGo4HNzc1OH9RLr5E9Pz+PpaWljid779692L17N3R9cvqsaabRaKgy3grFDDLzPfDRo0fBDGzFTCIcRBzN6MTDrxkQpmdbT3iFExYiYC6y69ys82QY2SPyxGf/WaT9lKGtGBUhBPbu3Yu9e/eG7iOl7JRPb3uy19bWUK1WO0b2oUOHfJ8jokAje9euXdi3bx/27NmjjOwMaDabKnxDoZhBZr53XVtbGyhhlzbtBMJRGKhJ3VMIhslJViydcFvLdpnAmtvylzr8RvWMqPX1GtpkA+UjVXzpe9eN8YoU04gQAnv27MGePXtC95FS4uTJkx1Pdq+RXa/XsbW1hcOHD/s+12tkz83NdcJFdu3ahb1792Lfvn3KyB4R0zRV5UyFYgaZ+Z5zGAm7PBI50Q8I9TI78cTuP8oiYPYU2CLLHadM0tkGJOBJH6LaY9Zc+qhrBu7DGuEfv3Nt+hejmBmEENi1axd27doVuo+UEmtrax2t7BMnTmB9fb1jZLeTIr0QUae0etubvbi46DK29+zZg7m5uTS/4sRi27a6NwrFDDLzBnRqEnZThCvMo9AqGd6CuGu8a03HuGZqlQqPCbFf6i90X5sjJxwKm0cuckMyxueFUGEiiswRQmDHjh3YsWMHHvKQhwTuI6XExsYGDh8+jJWVFRw/frxjZDcajU5BGubg9t6Oze7VzF5aWuroZu/atQs7d+6cmZAGKSWYWXmgFYoZZKYN6HFK2E0LTE71QaDlwZYtMQ6vR1x4PNQ0YtgKI3ooCcc0gAPQN71B5eGYS9GNhyc898/Bwj2B+9dPvz7y5xWKOAghsLy8jOXlZTz4wQ8O3U9KidXVVRw/fhwnTpzA2tpaJ/mxVquh2WyiWq3i6NGjocdoV4BsG9ttxZHl5WXs3LkTu3fvxvbt2ydawWJtbQ0AVMl4hWIGmWnLMQ8SdkxOmMQo5D3sAUDHsO6FAhz/XoWRgbHdU8jjf/UdkfZThrYiLYQQ2LlzZ6TiIIZh4MSJEx1je3193SXn15b0C4rRBvwhJHNzc74Qkt27d+fSy3vixAkAwLZt28Z8JQqFImtm2oDOi4TdqBEk5NGF7nsuryc4IYYy4r2fEYBdcm+S3iIy7CRAkldzehImEQnz+F99B4TFKK80gD4e9i9/860ZXpVi1igWiwPl/NpsbW3h+PHjnTLr6+vrnVLrcUJIeitCtkNI2goku3fvziyE5OTJkwCAHTt2ZHI+hUKRH2bagG4vPyYtYTctsBbd2BZmzETGAHz61vDHUjMcZRBhUjeumQM81THiqaedpz32jwAA9nwBBy8uAwT81zWqiqMiexYWFrCwsIAzzjij737thMiVlZXQEJITJ07g2LFjoccICiFZWlrC9u3bO5rao5ZfX19fB4C+yZ0KhWI6mWkDem1tDRYDdsXpQMkOqIQ3hBE2ESEVeSTGOKbXe0sx+gvHAOh4pUkCxoIGvSl9nmphRXhYEiA7WkNgIrAWbdbBRGPT3T7vuv7l0kkCRcc2wI/erYxtRbb0JkQOwjTNjld7lBCSQqGASqXiCyHZuXMn9uzZExhCsrGxAUCFcCgUs8hMG9DVahVNpo6XlXW/IeY1qIWJRMMFpCpgNRSRvMvU/T9rgDnnsdDZb0A7FR3d23TDhjCiuddlWYcsRLSKqWVEj4Bes/uGb/SydWr0ZW1hdP99/msGG9uQwA/fpwxtRfYUCoXIISS1Wq0j8Xfy5MlOCEmtVoscQqLreser3fZA33rrrVhaWsLy8nLHw630tRWK6Wam33DDMFAd4AL0GtQ+A9v2hC5wVxc5CsPIvfVCQVUH+35gtPNNFYRAY9cuerWwCcJyB2eTIaHV49z4dBBG9CWS5rKI/PyjSgQC6EwoL3hVsKGtDGtFXpibm8MZZ5wRKYRkfX0dx44dw8mTJ7G6uoqNjQ1sbm6iXq+j0Wjg5MmTsCznRfnGN74ReJy2wd2W/iuVSpibm3NpbbeN7u3bt0PTRhwQFApFZsysAd2WsFvn0W6B1AB4+jyr0jWMiQG96v472eML84gsHRdXy3mawlY8RqZdJNR3u723ZAPCdBvVhaoFstgtS8cAhXizZoUww7qNsBmV4xLf+JRSFVHkAyFEx6gdhGVZWF9f71SHbBva1Wq149luNpvY2trC2toapOw/6W0b3cVisZMs2Ta6l5aWOp7uHTt2YNu2bRMtA6hQTDIza0Dfc889AIDVUWtoB8AFQPaUxLY9K+dakzpe63YIx6gJeGkQNYGQ2CmiMtK54iYsjjlBkDXA9sQ622V/PA5J/7WSPbou9TTyi78WLN+nDGtFntF1PbLkXxvLsrC6utoJI+lVI2l7uJvNJjY3NyMZ3ZqmBRrdCwsLLk/3jh07sLi4qIxuhSIBZtaAbkvYHQvMPhseFgCL/saRXXInwDkfdO8jbHIlMBJjqITGiSFGaImwENnjLawEjO0RbF2nPXi+nAZ0vnDP8w9clVB2dqhhHYQythWTgK7r2L17N3bv3h35M4ZhuIzuXk932+g2DAMbGxtYXV3ta3QTUUcS0FtZslcasB3PPTc3p4xuhcLDzBrQx44dAzOwlUJQ8FA6y57PSN1jOXkNLCbHkLS621VF8nRI3Fsc9Jwo5Pl5Tk09FRg1QzrqIIIGJhI2d5ZhLEa8vjhVHhMgydWEXmNbM1oa2SF8+Rt/mNyJFYqUKRaL2Lt3L/bu3Rv5M+1Y7bW1tU54ydbWls/ortfrOHHiRGjyJOAY3b2e7nK57PJ0BxndCsU0M7MG9NraGpyoiQmZVfsMLIatAcVG11MdKOjQ87k40SqxjHHlJU0Pz3PofS5MBC4IsM2B3muyZcewtssicsVLYcZIIkzA2C5spdOACpv9v8TTfvFtgduVYa2YFsrlMvbv34/9+/dH/kytVuskTrY93W2ju9FodIzuWq0G27YjGd3t4jdto3t+fr5jdLdLy+/YsQPlcjmJr61QZMLMGtDVahWNaXPZhoQAdKIE4hjQMfbVjJBzx2DaHkWmaBT86EU3C5Q1x9Mbep/V/e/QNqxlQcPWA0p99/3Wx1+XxSUpFJkxNzeHubk5nHbaaZH2l1L6jO7NzU2Xp7vZbHYSKaWUfY1uIUSo0b24uOiqPLl9+/bMqk4qFF5m1oA2DAO1NMI3cq7rHOSpDDKqyONZ7GvgjupAjKH44ZTyjnHCWfaO90yC2s8vVP2l91lrjlxjUGKrKhLk5qLfvAGAc6+KG3bf+/NPX3hDRlelUGSHEKJTYfL000+P9BkpJba2tgKN7l7lknq9js3NTdh2/yz7XqO7VCqhXC53JgLtJMpeo1tpdCuSYCZb0ebmZiISdkHE8qTmxOsXNOiLhjs21fasrDGNqQhMUNnuPvtq5mgWH8kZNBoJMP1F11pFZjzbbEDLoYJMHrnkmX8GACBLonzfWmf7F3/6P8d0RQrFeBBCdCT5Bmlyt2lrc7djutul3b1Gd7Vaxfr6emS5QK/R3VYu6ZULXF5eVkmUCh8zaUDfe++9ANKRsMsSYVBmRVS0gFwsbhlTbaWLoNs58aEZeTWeGdDr0SxXJoJdGv1BsHA0znsJa3/CDJh4ZJycOCk840FvjLW/MrgVs0gcbe42YRrdbaO7N7QkjlxgmNHdKxe4tLSkjO4pZyYN6LQk7LKGJKIbJALRDWiOpozQ2adlGAVqWXv7jzC1CUVsIquDELB1WvSOPM7zERYC21VgwmJAuxJtFRnvMUY0tDWDIczR5D3Mxej9Q5yVDr0ap8yjn2c87M0w9ixAFqM906998X+MdD6FYlIZVqO7HVriLYzTq9EdRy6wrVzSNrq9coG9RrdicphsC3JIuhJ2yZZNZYHpWO+P8RWCCoV4/+7bFqAs0evJZDF6iXNFDgmIdWcbMCsE8ljtmsH+AjQSIDta4ySbHRWSEbAq0ScdwgxWQgli1BLwLERk4xkALrns7YHb/+n/U4a1QuFF13Xs2bMHe/bsifyZKBrdzWazIysYZnRfc801SX0NRQbMpAHdlbBLljjV9GYar7ax9MTRkj8chHUnsU2vd/cJOlYvkaXYFGPH+95YASEn88cszH37Ht9280GnwZpzW+ZixNj3WcBnWBNBFvp3YP/8f38/xStSKCaTUTS6ez3disliJg3oqZCw45Z83DQSEA5CNiCaTthCx7gOWPrvVQ9JogKhKrmdH4TJsFdW/NtXVuCNGNGWt4HPONW3LxOBS2p5Y1gu/n/+PHC7MqwVingMo9GtyBczaUAbhoEqUUdFwmesTUjJ7DgJhHHCvScmCiVgDuSbFwXF18Y5RU7vhbA5cqiNOa/P3MoI2xJk+teZCAAHbOeCBmjum6Q3JGxlbEeibVhbFQE7ojrPtz+mNLQVCsXkMnMG9MbGhiNhR92v7lWzY1/Z7JAEuUkihgEV67vm1MB0EeUaJ8zA1BoM6lOMoJfqXs3XxpNAWBj5+ceZoGjN6A2T+ui8Bt03MvzxPuWjgF71Z0Ma23TYJXeMEVnc6jgmrCGNkV/47XdCRpifUDv5lIHvfOTq1K9LoVAoojBzBvR9990HADjZr4R3gFKEN/kp0Gs9g4o1WXpooxqMQxFUYEYAjWX3Qy1usuP9nVLilnAf9flr9YhJgRLQv/NfiLw4tHvH0NcEOKEeAKBX/cs8vm1SQjQsyKIOWfF3qeZS1wgXZrBnPA5yLh0B9lFVPVnEOEZAnkP/gzv/+4Ur3xn4Z2VYKxSKrJk5A7ojYTfiV/epCWiA1OLIV4x0egibJsP7mzBRDTayAWGNdoNYEJrb3Q/KXPTOrIDySQZJdsn6jVrARTFmNIrsTSabW0a0AdHwJyZoW93qM2RJUN35nfUQ9+uA89oxDOgsCzuxoEge5c7+CTrr24Y1cfTQJhVColAoRmHmDOhjx44BSF7CLhYE2GWGMCi42EQEtEb0fWeSBO5NUDW+oFjy2l6CMHuK2jCgNd0XQBIoVlvbejzpeY2xViSHy+PcI61HVognOsCAZkFAqyiDI9HXbTisqbCRYXjMb90QuN0uUt+Qp+/9b+XtVigUM2hAr62toVAoAKNJsY4GAbLIgaWwtabbs0z26EmNseJflUHXwS5GN0xcz4gAu+z/rFVxtvVqHAsTvpCQQZrCJB1PpmJKCYrRtrljfOvr9Y4xzRrBrgR7pO2yPzFSMTqPelk3jESY7nf/Ozcp41qhmBVmzoCuVqtYNVMQCB5mnAqwkuyy13PpMagtgrAAqQFCb28b4txhlxTDLotVCVHRbSM9bUUW4NPepQDDXW90l6YFR4/DNud01PekY0Qp7/mY6Mm3IJuhbwXrWWoN4Uy0PAa5tVx2PNoeLE0pjozKL/x2cIw24ISUhSVof/NvVTiJQjFpzJwBbRgGqilILrCIbk0EeZ6jHpc1hiw51cjsCpxwgYbHAJM9BUeQYnGXJAyoOMeYEYMtKLnKnOs+RGESClUt0AtNEhC9FfhEzBWIiBCPPnETRnQjfOGgAdloDt4RgLa0BGgzmNHrgaxWwqLHgC6sVAP3N85dhjnnv29akwPzCSZF7jMXBJSx7+WxLwgOJ+lFFgDLs7L1vQ8pj7dCMS5myoDuSNiN+WtznGTDwAP0xE4TYFf8x7Pmen4RgGi6463JAsSkS/P1QW+Mdo+lTrlXVWHdf4EMQPbMmKyygF1ikO2fRY27UqOwoid8lVZqkDJag6W5CliM9vC4ENEbyxwogRcGjbr6RTHaJXNgOEgQslSAOSd8BhoQXBUScEKRNMMdz9/uYwZN2jmO3F+GE2cW5EsQD0VGn0TESW4MPV1AOM6j/t8Qj3drVxWvrVCkx0wZ0Pfeey+AARJ2E4ATAztop+7/pQbIeU9oiO33/mk1gtZbya/n35PGqOEFdjF68RmKMZACSP+e9hon5HigWfef1OeZDljNAEaXN1MkBxf0Tvzz4J2jNzRrWynQeAYQGp5mlwh2j3GtNVux/TT4/bML7nbVLxws83drisLGe+O1w7ALwZOGH73ntSlckUIxPcyUAX3o0CEAwFGko6OaW4Iq9mn+sYYXGdxjQJHl17sWZtdzqWJgW8SYaJDNIy99643oB+jnCfRpm1tAIWB1X+r+faWmnr8ihAjtwlgkVyhbb7/ipVANjx1WpMf5r35X6N+Uca1QzJgBfezYMTCAatIe6IDCK6HEKTYwZhzPpXubLKITz1fY6v67l0n2XE8CccJTNs7UEPVhCCu4EQsLgMe40dhv8DAFx1tPSntXjA8nmTbsr+SS7WvjKNi4t7Ul/YTSYU8Vr3HdG8rTFwa+/0EVVqKYDmbKgF5bW/PaAZnDWhIx0Mlcy1CQ88M9v/uKyniujwKMbACIXlbOiSGM7PFUY2eHqGEoAKDVB+/TJqiMNzFAAYIQQQY0SUfLvNcA4pDqdMSIV71PldOeLlp9jhdZ9HchrBGY0NVk9yDsloZ+0GnSrHSqAOC8y499wQ2R+nKSjNLJ4BH7q195Y8JXplDEZ6YM6Gq1iuYUBLhpzejfYSzeP2+xviDDiFu5UFGN6Bhjm2bE2z+IIB1nxXAETZ60JmPxoNvKkTrBnPc3WGEB9k/+O9q5CkXw9qWhrrONKkwy+XilIbvbAasc/BlhOYZ3UDVFkipkKYw4IWl6PfpN1GvhB37yU/+n63e7LFzP/F/+/vejX5RCMSQzZUCnJWGXa2J83ST1pAefzDGsBzoL29rHduv6KJ4M4LDXZlWi7x7m7Qo8tBqEHRy5ENcmYTBKRrA0n/bAs9zbDBNy5YT/uFKO7IFmTYtexjtAJi6UsMqDcQjQbw4lhmFjl0fUgI7RrllD5H4pTjhYLGWPAKROkHrwOxr4iBmQBYbWR12xY3iP+t6HeOFHhYV/BTEuJON9uSz6wCc898/jfYAAs+KevH/rb5Q2t6I/M2NA90rYsUg2TjeOBnSu7acYFxfHaByJ1qCh1xildel0dB6tWtYAY6FndMn4JscZEDKdpEwJxAwU3bMmLhZAC3P+nZsGpLcyn80QMaTmYhFn2T+BEAEuRuyymUEymgXNQqC6d7ShQMSomGpVKLrCjR3DQIuTixJ2iLBThRyXNXJLhno/1kkaJt+xC9VwaTvv+CS1eOFYitG56DeCtbmJgUI1WmP/5/+rPOHTzMy8km0Ju6PbgOa8CTIFtFqPIcaAXhuu943caRMgy7k2oSOThIbwUJ6IkM6ruNn9tzkvYJXIV61vGjL5CzWOnCBlzovI3nqypqMwBs+VIL0azgVAlv1dHTFDNAIaskp6VCQEa45EHAv4jPBQ2UA4IU5aTz4Be5LPp+FdnQUu/n/+PDScqM2//t3rM7oaRdLMjAHdlrA7XBaOp6IoYRV7eiEG7AX3yKlvCpfHkCQCC1JkiTBpOjrPGCsAwmIUB834ewrLcGu5U+qeZ+WVbWMEVlibFppLIrDIThDCpOiTogRKuI+7iAvgLPnbXm81AAjyTYrDEhlJJSwqhqVP07HLBLs3VpvdDoCwhEdnjEJ4+I6aHOaOxz/vHZ1/K2N6spgZA/rYsWMAgK2A6m0AHMOr4O51zB3u38kUoJ4EPkfKLeMeKU7oCWUezZAOMcpGswZXcQcXAcmNdtG/L9lAYYs7+7NG/sQjZTeNROVE9OUArZ6tte1MwMi3jUtBXmwAARJrxOzEY7s2qkajSIaweG/WAMGM0kZA4SQKTq7Ums6+LABzXrXRcaGM58ljZgzotbU1mCP2DVyQ4F6HFTshGfqm6FbvC5r5j8mKbXtio0ASEFG963Er700YrAG6S+qKoXsKjMiC4yUSBne8qU7BETUAJQ01oxvbXBoxwzTAeA4/WctIDnjmDILP3VcqgKUENfwJBCOX+FYoBkAcotfcs6lQCx+sjPkBZc4nuOvjGMm5cca+URM0FflmZgzoarWKRpwM9igQQIbbzRumYws4L5OzDOdfIh67PEOcRDh7OuKJ4+Are244g5FmdKukORnt7h2tcjdhKgkprGmeuEwaxABZcapCEqBp4Hn/qEp28AtFDRPUUu/gchHcKuOdpGYxe2PGFbNLn2ZV3Ar+o1WmwbkWrdA6JoIMqIMQ2DdGVV8RozsufOF+fYhTpGdUZRhFvpkZA9owDGyNqYJ321hmQiccwfVakX8GHFhshQkUUi1u0vBWEOuHHqPAxzihAM98saezZQ2QrY4+yDMxULObgcJmtBvHAmjsbDU4Re5hLdiI7TW2uaSBtZYBbcvA6nydOO2Av4VRP20+MykzFn1CrIKOG2eiPh1dYyBxJt5aQDGjUEat6RVVBo+d7+DIg/oflLA8eREMSE1DO3GluCmh10IagyBV7VQxFmbCgG5L2K3qOfW0sH+gIOk1qJ399Ibj8WaNB3caUzKgFOrRvXxyQkIoggwDr/HtLUBDEtAMCVmIMFoQYCxHL6/rDVHpe2hlk48d1kSw4dJqGy6DVjJE0wqU0YvjQQ+/mBgrIwTYpeiHjmNAjyphF4s470ASGs6xJEYzfEFDqofGReoemT4C7GL3wI3tAhRU4QYtWbkthtZPWpU5erlxhSIiM2FAtyXsThQTnqZyisaEt0yyBYAJeg0tA9ofBiKLgNR7Phi10w4w4CcVqzIZBnQgQaWxewwTYTNKR7YCl9yNHRXXQMYUr63H0rIesa0UqgxhRrO4iJMNV5h6WkvGLNBtTxrBnisG7i4sCZLsqxAnCxRYkc85RzKXqlBEhbXwMA2SgDkP9LOfiQmij2e+HV6pDZp8qK5I0cNMGNAHDx4EABwuJWxAS4KIUVY7yYGHbP/hnCWw7lapA7LH28ME2CUOvA6vx7sfeZAgywUJFuOJjGmBmv6RoFRtuDcUdBQu2OUrviCLDBlsS2WGsDgw/CAIrWEHyscF4WjuKusuDlIXgPQbDprJoR5du0iBmsZak1WMviKX8ICVj7bzoZ8Dph1mInUKDVkSFlDoU4JcMV3MhAG9srICRh8JuywgxKpYmAS+uDIAet0TGiIAa45d+w2KaYsVYzfFeD3E/XcePbykLTcViNdLy4zCpv9ZsuaPF7RLAYVUaAIzyIUYOWknTja+aMaYSU5gMlHYqoTuaYcsCM1tBKtMgasFWqOb89A2yjuJ1ZN3WxQzSjvMhAWFv88MNLf1b9SFKsfKAVLkl5kwoNfW1jANuXdaAyN7PH2x1jZQXHOXmfVmVDMhUa8lxSjEoTU5erGTKXjG/Zg73PBrC4fQOHUpWBEmQEFFGE4MYW8bCHrmTI50n/NL70EjXdL0ESNRb+RsfI1iGfexSOqwoi3f58aa95zO6p4z7Lb0ho94750K6VHkFq/WdkBTHWRgKyaHmTCgt7a2kpewGwOakc13EAHBZJrhGFCUcdiCsKIXUbFLFEuOaJoxlvXIhpHWZJ+3kRjQmgH7Gv7kVdaCPYkqnCJh4hjhUfNHiwLW3Ggrc3YRkduaT5s+5Do72uold9typAP7FEpStrViAvnh+1477ktQDMFMGNCmaaYiYadVZ0s7J2vjWTEZBMXjA/B5aLkVFkLSbVwTA4gog6bIH1Y5hmEfZ05F/okZE9zFrKIeyu6TKNsugpXXJhgnwZf9k+E0SUs+LtPQnphtcmZX3BQ+pt6ATlPCjqJW7kN6HU3WJNY5T0EIQNREuJklSFXEdrzY5kL3fRSWP/mMJEM0JUTTci3hq+V7RSAD+hDWQ+zQdh4DAVJ4vN0ymXyPUY3BOI4LrRkjLyOBV8kupjN54jiFTaKG+CkUCTP1BnRbwu540hJ2MRnVgCZJUyM1R5bbEAqKm+zESNot7eMcKizESQQJlQRThITdEKgooDUlUO52U1rTBjzaxcQMWBKyPGJ3RpjIZD/FCFA3BCmoml5Y7ocwwtWI4uR4KBSKyWXqDei2hN2RonA6tQkdH8kOjk2eBgK9ii2vy8JBA/qWAdaFL4nKntNdxleuy6aOeGmFuoS+FrEkoxDTEQtOAASAHolFO8hIZkcWT1gSxF3jmgUBAbkPoe0kRvshSypv+AwQ5j1mHbDDRk9PWWqvVzvMEZLbEBKFQhHI1BvQx44dAwOosg4yA0pkE4Bh5OUsmo4OL81iMCNCDGh1x81DlvTrXhvdkYg1gfquuW6i45RBNgAj2gzKXp5DbU/EJY9pKKJD5Cz5mrZLzo9sBoIqPlKwogWL6MsExBxY2S/s+kaFxynBqYiHcDugew1o1gDqZ3gHhF84OQLT60BRKCaVqTeg19fX0bvSFhi3TL1eTHa8Xr0EGNhkERBDA1iRLq6QkAH3exoN7GEhjh6K4i0tPrFwcCEXYfjDQ7ikQRbH303GkrCL4Rk3lkbLrmbh1xVX9Ce0f9L6a6/LPoVARNN5l2UBsEruEwhL6Q4rFGkw/pEhZSJJ2PVWv2a/YewbINq/R5BjAtrSTSNabXkw+pJQ4cjB9whdlhVwTZ6cWO3gfclGLr7LpOEtwtGXrO8vM8ijs011CVH3u/5kpQBZ8nefvasiYyPOLR4xNt8uADJiIhkHqGoM2l/RYsC9syut/xcJouL+m7AIFJBoRy2vdqHeb/Aa4loVihlh6g1o0zSxNWI8qK/MdStr25pzeheynU7Ku0+SZW0Lm9Mxmgg7x0oK5En2CzAuhAVnUNEd3WkwUKxy/wmUyHl8dobEmXjoNTvyKg/ZMpbndVTIZsiS3/Vqa0HVa4I9yCQZoh6jmuE0kNfXIK/XlQBSBxAwBpJ0/tavfLVe71+eXU1yRkdpQE8uU21AtyXs1rQUJBB6k0Q0wPbEVvdKDzmJI+TvbFQsQV/mjknHMIqALGiZdOay9cbIIsFuLamai55KaRIorXHP83eqKbKIuRTfw/zPq5H3tedTED0fA3FeDxpVR1o6cfZRCVWECdgsixqsuYA+iAGx4H9WZDP0qtvrzWJKci5yShxPfJKOkUSJEY4FRMt96GdcDypcI2y38e1byU2gPef6ncjztSkSYaoN6I6EXRoJOAOstd6KWyThDNDenTzGVCKhHlOEZkQfqRq7imOLxQySv6rt7T7b0iqweL8FWfBXSnSqJ7o/G+StJiO6p3LtrD7Bkl5Uc+sSIykwTly0DJPQpBAJP51gl9zPUGtKZ5IQcIlks3sCIaj7XdTznXzizLmzft59rs3VtoP2CwkJZN2pbimsAZOVVnLlqN85VljRFFQ0ViTHVBvQHQm7wnhFeENLz3qLRxDg7WlcRmEKpWpjefmmfDD2GrJJI0yGMN03UWvAN7hYFeH2cDJHT1iNidaI0wDSuYaphghyVP3yti1MFPgMegd11gnGkrMaoxkMvep3MwqbIRo5iNVWzDYhVf2k3iMTOKB70uv9570TrzCkyDVTbUC3Jey2JkUCKtC71O1jOKTDye2SYhDTYISHFF0II6zgAhBcZaxQ9T/Q+gMWASy6tul1G4XjNffx7PRGjJFDZHIsmZhnwjzPQdhF0THYrTLBKvv7PiekqACpA+a86DxXYifmNQgRUnVTeeQUqTKgeTn9cFhWOEADfGeRqsmqPksRwlQb0Gtra5iGFB3RpP6JHD1jpLCccq5e7FKAAZTx2EcyeqyqMBHoPcsLUcNFSAJzK6O1QibArgjf87PmBBo7t7m26XU5srJCWggbPg98GI5CwCTNDCcHFgS76Cg29E4EGYBRCO4UtGbwdqsSuDkYZWsrsiSC6guLARV+PcXX7LK/7xeWU5ky8BJa7nGVRD6dTLUBXa1WB0vYDUOOx3WygpflvS+4LFJHcYK4pRSRI8NLmIBWi1Y5gDUBGTLwTwOsBySghuCEf8Q4uHA3Z+J8rGiQ5EDprdB9zfxOtqYBOySsnmxAC/LikT8kyi46ISiRltWn93VWTBKedmiX/Aa0XQIoYCJZWWFQy3ciC6za9BQy1Qa0YRjYKow3fKPf8n2WeI0ircFwhdkKf8cgdQK3Wkie5YpkSYMxP+IF5vj7xcGqULhCRAC2Z+JBkn1hFtRO5vGGEE3R0mac0BflTYoA+yvnySWnjwmboJF095dh5bD9Hxz6KjvHznP/psg/YSuS7TashXioFZPN1BrQGxsbAIC1IF3WLEmi+EgGUIButejxAMq27vGUknYCYVZILXpluCBDhgX5m6uGrkexE5AfXFpYWP11Y3NLjGvmsh7ZaOMRNeinkbD2yaL7HhY33fGpHNKuE1k5i/mI4sTxZ2mYT+R7p1BMMBOSXRefVCXsMoTQUmqYAqYlIzrOREJrYiImUAPxep8JkEX/j1UhWHPuH1lwjBwWcKT8AuT8phWpi9E8pOyeyPaF8hWGlSRkc0fFxvVjAOCuF9n7M0vEMaBHrqQa597GrT6ZZ9m+HPL1r38dz372s7F//34QET772c/GPgYz4x3veAfOPfdclEolnHrqqfiTP/mT5C92ypgSv5ufVCXssuyZYygXEANanFLJGaMZPXJsA5Qs5o7nJPYliBiPv3xSzpZnKMBwaU84NOJOrLqTJOi/kXqDQTaDBUG2wq+Io8dDzzJMgB1QHTGQmEoyecVJ0gp/IaN01SR7Eq/J0SCednKrhhOnXXICIZIx7oMsRh/6tUZ2DqNqtYoLLrgAV111FX7lV35lqGO8+tWvxj/+4z/iHe94Bx7+8Ifj5MmTOHnyZMJXOn1MrQGdmoRdTN1kXxnwlIlTiSpryHZ7SbydX2/HaRcFmrvLKJ1oAgOUO6z5KXW7oeVJm8KvxyI4Mc0uOi4oq0KAcL64MIG5o/6GXVq3odXtge1DEcw0tquh8BhiQaFJgHO/pBbi6Z3S93TaiTORkK1QtigMLAKTIJdddhkuu+yy0L83m028+c1vxt/+7d9ibW0ND3vYw/D2t78dT3rSkwAA//mf/4kPfOAD+PGPf4zzzjsPAHDmmWdmcekTz9Qa0B0Ju/YLMo7lvHalpAmHCZmoXPQOXLXdAiCB2i7d1cmRzVg45M7IaC5N98gVtRAHC8AcNZly3LQvvyep1S4Bm6f7n3GtqYFsxp7vbEJstuKciMBlvwuLhZjigLUxEcP4sMsxYvNzmjdCNqBZ4UaX9/tx25s6ICxh1kJNFNnyqle9Cj/5yU/wiU98Avv378ff//3f4xnPeAb+/d//HQ984APx+c9/HmeddRb+4R/+Ac94xjPAzHjqU5+KP/uzP8OOHTvGffm5ZmoN6LaEHdlO7xRYJnsCBlRh5KN3TaKIxjDYZe8Wwuq5btdlaY1R8BSAYNH2ZvZsC9PbD1AgmUiI4nnBcmikxMHxYLdCQqyuh5pM/7ouF3SnxLVvuwYQuVU4+qhssBDgGKtayjhyiPN+CSO6XnxYcuE48Hkc29c1YELQT9SFRf/PTot6kCId7rvvPtx444247777sH//fgDA61//enzxi1/EjTfeiD/90z/Fz372M9x777341Kc+hY9+9KOwbRuvfe1r8bznPQ+33XbbmL9BvplaA9owDGzpXWvC8Wp4epueDo8JgPDqd6V2eZERJiIbOmRF3zdrNCM9dQanspp3oxNP24bJqczm3ccr4zYI1mg6FDtievnkhDv5g4xqAEDYdi3gCwtqecYjrghoohPHrUiHJIzntGJVI0+e+ryHhWp4tTy77NGH79HeFqMmCSqmgn//93+Hbds499xzXdubzSZ27twJAJBSotls4qMf/Whnv7/+67/GhRdeiP/6r//qhHUo/EyDKeCjK2EX3TgiBmAP8FgSx3MpZdyB5VqtI470k8DokxfvXIiBQs0/QdI0djy3rfOx5g+DYOoZqGNcl9YEiptTEMMDjPw8yM5n4lLb0+kzioN0oW3H063XPKU+iwXIeX9Aty1o5Psm7OhlvFmLXnBH0SVOu4wlYTfipFPYLeM55JyaZ9XNXOxO7llH6OeIW+/jaJenmAC2tragaRr+7d/+DZrHKbCwsAAAOOWUU6DrusvIfvCDHwzA8WArAzqcqTSg2xJ2K0FepBj4Oksmf0xzQNxb509WjruoHF9aHCNAmCMka3SSh9wPWvcMTL0a2HahVWAmgv4sxShdHXqJUyL3Fi9ZJ4YhyAA4O8ucLBuwPMZ104S2WfPvu30BsuhvJLLoL8vufCBgW4wESWsuen8Xd+VFMQZirBI50pA9H+0Xdy3bCd394kr6XFY75iRsnxxOlGeVRz7ykbBtG8eOHcPFF18cuM/jH/94WJaFu+66C2effTYA4L//+78BAAcOHMjsWieRqTSg77//fgDAUT2DdWeP8dbbp8gCt/Q2u1spRmIhIR/i+LIwuictLbLIdhZWV4tXlByt46DEIKl5jGoCjCUNhU17aO9rHC/WVISWAM6kNGJ7WzgoITbqqV7OsFCtCa3pC+KHMAK82xrBLvkfttawA43wUVGKEbOLUzRrQIfUz7Zm7psU6guniyHFmpd49klia2sLd955Z+f3u+++Gz/4wQ+wY8cOnHvuufiN3/gNXHHFFbjhhhvwyEc+EisrK7j11ltx/vnn4/LLL8dTn/pUPOpRj8JVV12Fd7/73ZBS4nd+53fwtKc9zRf6oXAzLUOui5WVFTCA6rirEFJrKa2nN2KPV4EYoCBPNTsxzbkoPpJAOEUel++HoTMXCvAOCQmgR0mENWD9TIHCpmjp1TqQDSwc9jzYOAUzQjDno090puV5CJtBdg5mmTEIvPcWQ7f88diFw2vBMddEMPcuAT1haiSdPIOoMdqZQUHJwH12n5K2OfWENDOvjnOcPJ44ToBENKDjtLUYr1WWjq/vfve7ePKTn9z5/eqrrwYAXHnllbjppptw44034o//+I/xute9DgcPHsSuXbvw2Mc+Fs961rMAAEIIfP7zn8fv/u7v4olPfCLm5+dx2WWX4YYbbsjuS0woxJzh+mdG/MVf/AWOra7ib7YvJHvguC/ckPZ7u0qUMAmFjZbKwIBzCxMobsQJ5ou+q10aLXGOZLxrk1p74jEYvZ5tnHFtt4hcRY81wJoL/3uvoSBMoHTSE0rSZOgNGVnGrrFDON7xCMSqRCZG924LK3o4iyxQoEZ0EEv32tj2vaMjXFk8g5MsG4hosHOpAGvvtmEvCwBQOLQK3vKHhwDwqYrYB/bCXCrCrmiBnjy7SJ3valVo9EIqMbyKjZ0R2yUDhQ24Jpz9sMs0coKrZgzep00cw8gujuZRFRagNaK/M2bE4U5YQGFztGHfLkdX/IkTZmeXBq+OtJ0YWiO47kHke87Rr4sFYER8lckG5o5wpIngdz98dbSDKnLJVHqg2xJ2Y2WE07c7EJZdQ9I7nvg80zlzOo1CnOXlsAz11Ig18ej/9944WLsI1Pa5D06SUNwgR12lh0Ldr2gyqve6H4ksq06WkzicGN5uuTyf4oUgND5aqwcvW2kN6mim2SW9Y3j2m5yPwxsc1XhmGt14Vt7uyaP9zEiG9P+DipcNSgpXbUIRkak0oL0SdlOB50X3emil9Bs6SRQkGItGcowEMq/+c65IIPSFCYCnKRsL/gNrBgVWSfMryYx4TcPALTWJGWPUUArRtIBGc/COQEtir//5HGOj9RwYnbYQmrAZIgBBbc/dFBgfsZbaJ+y7zSoDJ2Ct9stEkEFl2wNCDpmc1c72vweukFHrFVNtZqqZOgN6GAm7vOL1PA7+gPvXoIHR6Ti6Xt5B8mIuCTdFpjjJPtH2tYtwnn+fpNbOhlZMaq+nX68iFwYCU+u7RIBsoHRy1EDI/EKmDfYqfoSxOA9rPlpMhiyIaOEbYYWHyFGisQIc7MLwx6Z2ZClz0L6yIk7Z5yDaUnOKMUDBY6cwun8fFPZjzhM0o78E5bgEAhqNBgwjRtwSgGKxiHI5RiLDjDB1BvQ999wDYHQJu0Cy1nVuxojNjBHLxaKnNLfuN6DJ8sRv9XirhiFqHF/eybVyAfXIS/Wj9SzNBcCudJ+LuQCfWkxxrfVvu2sU5alqI9lA6f61cV9Gbogq/SeL0WPMQ88lgs9nlwK8c9Q/hr53Es/oSkYKawwhWgkyqiZ3nLCsWEma0xJONS4iPhZvJdw80Gg0cOaBBRw5Fm92tm/fPtx9993KiPYwdQb0wYMHAWQkYZcXuOVBHIaA2Tb3vPgkAa3JvuVo1qOHB8TTAI6+b9aYFRE5oS/PMel20W08A2gtZbq31fc5XpeFe52ERsDRD/ZNJAgw54KWO5K75jwQtbz0LBDHAO+rSYxWX9L+twCaO5zftIYTmhREcW16wkiSIM6kVhtR9ZFFfsqnK+JhGAaOHLNx978dwNJitIe4sSlx5oX3wjAMZUB7mDoDemVlBUA+JOzySlQViTbCBuDxBHHAyrlXL3oob2WM/YU5eJ9xIQv58dSOgjAJerPrstJMdkn1dbZ7qmCycCuQtL1eg4ypXCNjuO50bWBM8qwQZ+WGRbefscuAXQ62hp0Vk4DVMwloteD7TjLffcbEEEOnPU4YGoeETiiSZ37B+YnCBC8Cpc7UGdBra2tB4/vkIZELTwqFLCMGeZU1w2Nkt5Z5hdkTzxfUSQ7ZaeqN/jFmk84kJaB4E3fIBoqbzr+l1vVYUcgg2YnJ7/xnsuG5Mnjck/i8EON5ckRpPRatfA7vdg2QiyF9lvTHFQuTHLm4ZnjMsQp5yAYWiOxAITuBGPEp6GeGRYIhIw6eUfebRabOgE5Nwi7r+OcG5cKAGuUaSLb6KO4xsNjdbzEFe63VoAVoMRRGcu25cT3w4DbVft7WnKNPzNRqPz4LqbtvJ25W0PSFVzCDahEVOBSR8K6IERypUIn+Mdpa6zEI058gGdpP5fl9nAbYP2mPSyxt+ynrXiRkZGXR6HvOHlNnQE+lhN0A9HqOZcJk/2sjdnuRWVA3wbF3PzsgBjXLQWpAItS4iSOZNnIBjRSRxe5kgEW4jBrgFJ6pnrcTAFBcNaBV3WtPJCXEZj7LfEeBtmrRxm1BMPeNVrBlJomodGGXnDanGf6wrMCJa7vyYshkEcD06KLPCHlwZiWJzQw7arGi6au1lxg5Ngnis76+DsCRsAvzyGXyImTtfYjxnThG/FoSxEog1AlSD352ju61+w+1Pf4dK8cltGb3pHFi8PrBApGr/DknHv2caWGGLHEHksOBvt0+iLuZ7vW9JQDuzDaSQGHTXwqSGCgd3nSKovQODszwVSyaEFiPHi7S3DZbDoZECNPUDzGg+05SBxjuwm41RY185yQ53WFrimxQIRzJMFUGdEfCro8HOlAbeYbaRySpsxaUcRx2LM1pAZhz/gQl05NZrNf8ZWuLWww9zQIsIrqWcd6ZOzq5L4dTfje4izO2bQdJRnGtuyYvmja0uj+DgqoNkNfYnmBGbZssKNcTxNxD8BXC6sXWAVlgNLf7xyZhUKegR+dwVmu/gGJaCkUQEgxbGdAjM1UG9KFDhwAAR2NqQA+KH83awCa7VXZ33ATFoOYEFsHZ/d5nac47ova9NCxqhYQApTXnC+o19sU3aub4vD2B8b/jIA/XkAKOGgi5CnzIkgZZ8jcqWii2Clu43fHaag2w3a5EkgyYViyP8KTBWnRDLU+64ZOItz+zS+yTENRrBK3Ras59VoxYtGK4RYAjhZVM4yyhPNDJMFUG9MrKChjAVlqDV5+St4mfKuoxZTfJRRENqQPQHe90O67ZWAooj90kt/yaQPhSbsJozWzOkzZM4eFUPnIqY8W6cOrPeK5N7vbrQJHNEA0L0AWE0TWumULCLMJWhKbg2ceFNVbG9igMaDNkO5MfM6CCJElAWOEvn9ZWPMp5LogiGioGOhmm6lVYW1vDWAr7elQGhElgzS/plsayJ3G8ilVZk2fd1UHX1uvp6RiCYSFAY3wE02J02MV2QZfBCAsQZv7aPWsEOVeAqHkSGuH3YAMAhHBiXT1oJ6vRy3hPCXF0gMf9zk0bPCDszC52VaGE6fd0hz030XQSxYPauH/naNeqGB2J6OktOUyDyQ1TZUBXq1XUx1y8oB2LRtJ9HeQxvlgEeFtSLjLBFK+oQdbEStLLmj6du9ewZhG8gpAH76q1kO82EPUeCaOlAz5JBI1EUoKCihLNl4F5f9Uv0TBAmzX3vjsWIYsCUEvwsYg1uVe3tu+7Gbhiyt0wOO6nEkVOAjkLhFtrnv5XMwZcrKIvdowY6Kj7zSJTZUDnWsLO4zEhSX5buVV4hGxnmYwiyizFIoYRl7k0XgwPRJ6T9MIShKKG5aRpaEsNkduAvkW5Xt0YFa2ZY9+KLiADQj5kWQeW3coixnIR5oLwFTICHE+hVu92ItaC5sQwE42sozvxxHjR4oTJ5WGinDcGKSFpNjuFcYJCmgLCRpzY+rbeZfxV2FlPhLU5eoXBvCrk5oGpMaB7JewmllbhEZIA6+zY254nJCy3tFHiBnYbHtzpjZM8e1FHxRlIAFnsdWs78bWu/VJextYaOdYXTwBhRU8SzbuxyYJglYP7PqvSNcTrOwjNHU4foteD9CJbS/R9vu80v3tJ4E3yU4wI+1cLZBEuA9geMO6T7Xdg9I6dWcu7jhsVwpEMU2NAtyXsjqfhgY4zdiY9znoTlwqeEzChud29U2ELrlZPksei6ODIK+XT8AiqKpYbuGtEdyB/sZR2uFBxk1GodUeDxrLwGTlSH8/oMDXG1gSPIr3tiEW3rLrpz4EE0HovAtyoet1pl7bHeOnb582QUZIUsUPt8tnFZsuAdsa6+zaRBdeKTVh+Sy9J96E/es9rEz1eHCQIdsSXU6qXOJSpMaDbEnZHYkrYJQ3ZGTe2ANH+5nb378IkCMPplNtLYVozfQMyFzJsIVAM2aY42tlZwgQIyagcdz/IhZrf2msuawABmknQWxKJVgUwl9J9SHGWs+1SDI3yHLetXvWNSSRMZcEoIHhlqs9ji1P1sp828qwROZlSqnjgJBi4mseAFmG8GJTQzUS5cCpIjp4yoVIrwpmaLqstYVedYv3VYZGF1o/uJC8CgF0mlxFCpjvOT9itZLiMPG9WmXKtJhHHEMxjDGRpzQYIIFtDsVVYRmp+r4qxjWAsOv/OVB6RABlx6ZsYKJ+YYJfwIAQC459zQcy2bVc48H3wKjm0PYBtqTVFCuRUJnJiiGBItusL9D1IDp6BHcMDHXW/WWRqDOixSdglDCEb7xoLdvcHGmD3JP3rNXISjXqcaSThKpPd2Z7A9bKI3rnLQn6l21gg33JMPfdY2P4YZ/0YY+6Y82+7QK5EncDDjSlER4zo5HXCXybftcIawZrLaYOj8KXxILlCre5M6qUe/FxY9HipZfQokpBLUwxBnvNiJoYcdDvKgE6GqTGg05Kwy3ypOG68dYrXF1RFzLvMLmxPggcjUA0g0etSHqrU8Rk+YfU+Aiqa9SJsxCvRnhHC4OlIkCSKHJvJwj1Jziv9CnqgFa4gdY8nL6x9UXAXSXaKCdjTTIxXRhgx9lc2WqZIJsiIHquo+80iU2NA50HCjmxkOruMU+6ZU3JtS60ljdZD28hmzTlxb8ns7gW1NELHhF4d26kHktvkxih43IJks7MpSPChJ6ENDOhbTpux5jNaao41WZ18Y5s1J+59tIMkcimJ088zGtSUyGpVGe3TztptUFgxVjyUrTEUHFRePAx1j0dGeaCTIWd+oeHIjYRdnmdqGca/segmLMqCI+tU20uun/oeQmO76PxY89nqcsZaisz6LYlhpLTjmfMIsaP+Qq3EM++PsBia0fppMnb9qIY936th+Q4b2z0/5ZPcCjlpPbssJ6oxjGcnNGR617nznLwZB6eCa0uNJ+CHrNbfW5NZc84pgW3OtxIjKfhHaioZMm1mTXIuDWyIWD9x+PrXv45nP/vZ2L9/P4gIn/3sZwd+5mtf+xoe9ahHoVQq4ZxzzsFNN93k+vu1114LInL9POhBD4p1XWkwFa96W8JuJa9FVCYMkpR6rBuLYBkt7wDtqxY2JQN4UsSpxicL+R11Suu2461mxvzBuu/vc4eFawLY3FnsWwxhbHNZ5omWvEsSu5yPhKlh6FVlkJqTDNnGLodPJLQGhba9yJOPqXBr5RsRZ/VzCsccjhHCwTE702q1igsuuABXXXUVfuVXfmXg/nfffTcuv/xyvPzlL8ff/M3f4NZbb8VLXvISnHLKKbj00ks7+z30oQ/FV77ylc7vuj5+83X8V5AAbQm7owUBiJDiCEOMqGkXqgg8Zw4G33HGB3ofk7fiIHGrwEePYR0W2zmOuNs8e5/ybECD+3t6ye6qkVpzha5hFprcGLTR/e92giRx9IIqWcDadFhQcbrcoEIXuaXPap5dZpAM/mO/hYzefj8siTIILagYjmIgabW1PIzfUUgzhOOyyy7DZZddFnn/D37wgzjzzDNxww03AAAe/OAH41/+5V/wrne9y2VA67qOffv2xbqWtMnxcB+dY8cc2YCOhF1g0Js/Btf9+4gd0Rgq91G/ZJspJsjA90qusebP9Jdajy4tIZVyxnlLlhuWPCdqxoqXdH3QfQxrzvmSTkVCT5VHu5tkyCC4Tpd2PHSMZGhrfiq68Fh9Z54j5frSL966932LobXd+Vy/e8IR9lFkyvc+dPVYz2+zgB1xsGrnWm9sbLi2l0ollEqjl928/fbb8dSnPtW17dJLL8VrXvMa17Y77rgD+/fvR7lcxuMe9zhcf/31OP3000c+/yhMRe+7vr4O70r/QLydCQV4oZggzO6OviqAXvLsQcm48xy3AUY2oHkiAbSW56ixh7H+IAmyCOWj/k5Er6WvJBLGYB1RRRK4PX4BWmsFQLYMZbsoYM45fxeWE27iRWvYICv7B2eHlO8OwopRqCbX0OihIROnwBHSHdll7qufrtX7hOMN4fSZmFUCRV8kCDJirJBsNb4HPOABru3XXHMNrr322pGv5ciRI9i7d69r2969e7GxsYF6vY5KpYKLLroIN910E8477zwcPnwY1113HS6++GL8+Mc/xuLi4sjXMCxTYUAnJmEXcAi91mNA6+597CKckJE2AiPFP6Y5vLGI3vNNbSfZSmhjAlhnsM6oHfA/MNEQEIZbTqK4Sj4vt1PyOPlrjIreYOiN/FrbcQbnPMpFtr3cVqUrFSd1wCr7u029qYFarpre711ataDXPNN7ySAz++dmbMs2UTe3sJMkGJmc37N+jkRrvtvQyXK/ZySp73jlncy3/80Cnb60H+PSiFcMZpgQjp///OdYWlrqbE/C+xyV3pCQ888/HxdddBEOHDiAm2++GS9+8Yszuw4vU2FAG4aBrULya+duI8qvT+rE4bYG1gLD2GcCze51kE3QqjGuKyf9TaYV6GISa+AbElmWkJ6YamsJvudTWNVcKxSA473OyhgkC1ORsCYsoLCe03rEBMgI6j6Od9e/n7FQBOCOJRI2o3zC7wIlBkrH/QmUivEiiznpmBOGBfdNWGQdvniZTt/GLZ3nEIQFFGIsC09sWM6EEi+Ew3noS0tLLgM6Kfbt24ejR4+6th09ehRLS0uoVIJ1N5eXl3HuuefizjvvTPx64jDxBnRXwi4FAzpGByALgFa2gXJ3YGQG7KWenoEJWC+4DSwGRHO0eM5ZYtQKdCPheUzmDvfF6Guaa8UiT7BOkQzBvMNE4LyWuY6I1Ai1PcFdb2PHArQm+yZhxXWr4+HuhVMoHhVKnKRqwtSoScRKhgxJIJxYehti740g9A0dkcX+bZNsx9nQObQn5M+Rgwz7cPh5FdFwQjgiFlJJ+YY/7nGPwxe+8AXXti9/+ct43OMeF/qZra0t3HXXXfit3/qtVK9tEBNvQHck7MacuW5tt+AN+yUCSPdYy7v87l2r5jwGMgRgUWDcmndAJZviFVHJkgw1p2OT4sAep7BN+EHgHiCSnChFfCZMGRtmcRAEqzIlllkAUiMIDWDP8ndjR3BX3U/Kb5yTbBY9CbsDd57AmOSUyG2/OQT9HJwsAGNb93ff+CbD20QnhGTA6ltoXzyjzqdeZAx9Zxnzhm1tbbk8w3fffTd+8IMfYMeOHTj99NPxpje9CQcPHsRHP/pRAMDLX/5yvO9978Mb3vAGXHXVVbjttttw880345Zbbukc4/Wvfz2e/exn48CBAzh06BCuueYaaJqGF7zgBbGuLWkm3oDuStjlWDZgANqcE5dgCw0wBawSXC85meQLJ9EYQFQVDpFxx5zjQcAuAeZyfkdrqwKgZ9VKmAGKI3FK5A5Djp9fEuQ5NpOkXxEkfGfqP1n1bG8XsAnCV7o9Y+J4bqfJyAwkzveb0nvBoo8B3no9BiWqhxngwmpVy+XxJYuPm2FCOKLy3e9+F09+8pM7v199taM4cuWVV+Kmm27C4cOHcd9993X+fuaZZ+KWW27Ba1/7WrznPe/Baaedhr/6q79ySdjdf//9eMELXoATJ05g9+7deMITnoBvfvOb2L17d6xrS5qJN6CPHTsGRo+EXVJIynSmyhKA2fMdeiM/igzbE4cnKwSzp4Mgi6BXux8idrbF9YhO3RKkl7x/Pc/1eaX4XNuIULedV1hYjELVbR05cn9jUhOROR6Y4tRQyLGzm2Os9HQMkji62YDPQO+9H2NTi8nxM8mUvPdlYybMwLY1OPeOW4Z0CCSdmgODJtxZV0ZNAgkRW4UjKk960pN8K2i9eKsMtj/z/e9/P/Qzn/jEJ2JdQ1ZMvAG9vr6ONPLKhEG+pME8wRqjN2aEiwxjrncHQKsJJ8baom7y3YB3QRjIbWIaSeT22rKENQAM6HWG3VomtwsEs+IeMYQF6M22FBs53m0AhS0eGCI0+kVG37WwleMVgbLItREdFatCsIdJmu9RW2AB2HPdB+tNoO2QRChTioghHAuTTiLhZdMG9S98xWj/vZ+AdytXisN3E2b+PN02E+yIs++o+80iE29AJyZhNwKywICeM8uOAHu+dU1VAa09GfDeKs97bVcYmtlf3mhc9FuCHjdkEorr+epopA4YLfk1c5E6hqA1519dKW50ddBJtoqLZBQLrdftXIdVKBy8Hr1+uvhMAX8Pi1tlgtQYws7m/YkTbz0NkydFilB3RTAsDMouA2bOjFA7Rgy0PWnu9QyZeAM6LQm7ONhlhlbMqWXHcMJRwvAqS2yXMHZL17ptYVWDvuWJwTYRamTnedCRKYbK59rD4xGD8T735nJ3w9wx6XhMiMABX0oWAioBZjQ+mAsT32VNLAMLSfUS1AdQyLI6McxicLiRMMknl9buX7KYTHu1//uS5/dfMV7yZT9DsoCMOFBL5dwIZaJHo7W1Nef/Y1bgSAJOaYZK0l8AZBDagjsoRi6aaHqdSWtFl/yeViMUN5zfczbZdtHYk9OJDtI17uMgOuE+fjk1oK0T7onJ190P3VgkCAvQvA0Ho000eAqk+PqhxS6pmk9iGdsAoHGgcW0XGfZ8z4Yeh4CwEOocEGb2E9pcT6AzJgu9fsXwKA90Mky0AX3vvfcCSEHCjgE943oG3EzJeorR9qUO0FKwOr7P4bjdvZ9pEwybAEkoHiqAJLWS2Dyfy6/9On7i6M3ayJXHS1jdi5E6wVygwEIMYKC0xq5rt+Y0kMUQZvqx0MSsJNNyRpwqqb1IHQh7CThMQk86Xm0OagMRquulztgvIHtifeXZuz2pIBE9tlkN2eFMtAGdqoRdDDcqiwRWaHLSMdCQcxGhseNFkgCoABCDdX+SBnnUTUhG91aIPHs1MlYv0WvITZvxYlUoUD2kTWNXbzwJIGwdxYpwGeHtv5VOGO5aDhp1MujThrUYWsZjIFaoVJ4d93GubVTtew2wKgwRMPI5ORbuDw5r3A9LnlfvFNNDPBWOyV/hT4uJNqBTk7CLARPAO41cj09ZIut630HOOyCxIF8rDBLR7yesnwdKJ/PbyfTLNB83et0J87ALBLvgf4vMOXdNdWPRKTIUFJZUrMrEC89MQ/VGENDcPgXfI2Ucqb/hG1DQ5+MUvBrmfArFMMTTgVYNLYwcD62DWVtbS0XCbprQatk2flHTRh4wgkT0iZ0iI73HJssfEtJPk1MWWvJ/aZBTbzDghFRE9WwJC9l+l5iazCwAWSTYZf/fzfngtl7a6IZtkASKDdk61uwYlSN7NqfkVjkKM+kcmzX/fXZXovUQdC1p3We1Dt9FJYXmqpT3JDPRBnStVktFwk40RaahaLIVO5zOwWPsm+P3pK0c0ftYguIcgwzodkKRuQBwgftqdo4Lp3z2uK8C0Kuc2yIoUiewHv7gwv7W2NGT7FpnzB9qgkXwsayK1mkbzI63O6vS9HkOf5U6pqOACSPbAln9/igA2xPqJHpX2QZdZ4x+LM9tS5E9ygOdDBNtQKclYScyDhXgjPRPB2HtsJATIYihCXrX7daXEiZQOagDBBhL7owhFoCcG6ObZsyllGeFYtV55iQZFFDcoGh02wDrBGExpE6wygENiwCrTyWzuAiLEbmMd46RWj4mgxNPv6bFfQrZwL/S1jsBHMqY5tkrPhObCeq/46lwqJc5jIk1oDsSdhV2vIptWiWss8JYlk4C3TSQ4x4ysWXXlgequOa3WOVmt6NgjSELPcVo2lBAGEjGBV7IAgq1nD4rIpemdN4on4zRkFqrGcJkFIMUQgjQ6853deKynUbAgtDYrvkGVKlRf8MyziP1yuJMKlPyNbJapfCdNqTNeMdA2RNK0vc6w5RIiJ3PRTGkVdXDvvzkT1877kuAZIKMqsKhMltDmVgDui1ht74kMbej2tnOTGjU3OtivKW7s6sTfLm5oILL2khTQG+kGIqScqfcW7CBNQKYIQyPxSMAu+S+EK0RoLWddp8TtdlRW+4rG3hAeVwvel4nAgDkoNWtlnENtAzoetfIXqj6DXVrToMs+o9plQlWJZ6XZ1rGtLDqbYoxETIRYM35IcmhfQ+1nFedjwc91/y+7jOFjOGBVioc4UysAX3w4EEAwLEF93YiRmXebc3Iirs6gdHQIRs9X10C1DaUWvrFmZJS/DM1RabhKGz7q4blhqRusQS0uvtgeo2cUti9u+nkk0AbRxwpi5Dqb3mAAT2g0EpekAGqIGFEiRvXazZQ87+QxVZCoywIV0EaZ5v/GuJOiBrLYjpCKhjTM3MIYBK8tiwQ2ocxAOhOjknQihxJQBgBFUxbm8h2wuwU6ROvEuE0dB7pMLEG9MrKChiMeh+92TZCuN/m8pwBzHUtPSkFLFNr/ZtgVHQUTuiuToCsdGLAmAGY6TRQipEwY5cZlNdy5AmRaj/gS1xk32AQqPxAjroIRI8edljJ45QhO8+hIQhU3sgLwhzh3ZEtA1xjl4FINkMLKG+tCcBY0HzGNdnBlSOVA6lLro3UmAVFcvldyPP/HlgD7Ar7tslia5vsH9ctDKCwNb0TqCyxQbAjepWi7jeLTKwBvba2BiuhgUEIiWKpFb/IBFMw5ILb+rE3iqCel1s0hLNsX5oOo5M1ZB/LnWdvUgpGB8lgT2XRdJceZuHoHffCGmDN+z6a7PUx/MVMcsRUaDInQavL8U4Iw2T5pIbwFZiohUnyuooRE58HdEKJYzznuZt1IQBZCv9ilEAi48Tci5RRHuhkmFgDularoZHi1XvfM91T4lpKgmkTYArYdSdhSBTdy7PDVvVTuCHOXhlFjiMxtHVKslvlrnshQK47/9Sb3EmqtAv+xLQgPdqskIX8DlLCZFBOJwisETitglBDSCR6l+Bj6afnud/L5+NPlayrKeYZjqAQ05FC7VPxNMuk8TSwEd2znOP6ZWNnYg1owzBQS8EjxxFHfyHYyWtrezQY7rhqwFmS7Zkyk8Z+L29afRsDIq2EvhDERorNKadjADFQqA7eb2S4q0QiegrIBMUQ98bIWiVykvpC4hKTvq/Npeh17fsVvUmD4gZDa+Z3OIg18Uj51XYZGe1z9XtW7W6QAFnI6cuaInmdNCrcREla7V1tCW3JQUojXp9Hjl8D5YFOhok0oDsSdinERNpJxYUAgO1+W9kCbO9blVYBFWTvtRXN/I4iaQ5wIkBPeJz0Sv4Ze7oeat8yvMeolgCsioDeyEaPuLjBufXkyIJwlFhyCOsEq5yza2uvnnT+E5Fp8Y5Os40xppyMXCM89nKAgyLPkypVSCUZJtKAbkvYnayM+UKGFKT34R1EfDNbjwRf0i8mAXLZnPgiKpMKpZkQ1K+teAZGrQmY846sGnnaKVlwDOvebSEx3ZGJE8cpkK3cWZxzZVzdLg5SB6y57M8b1Xjgkgy+1xb5PXoZ6vsrhifPntfUmLDvzDFKebNKIgxlIg3oMAm7rJFmSiant722eySbQJLAQT3UCJNEJie8JLdknduY9Uwi41CGUNpJjFrA5eiA7fF6Cstv1Fjz4cbTKAOrVabc6gULm0EBahm5YIj450whBDeMgDAQaur9HQhjKmaSFDNpeCrGgvJAJ8NEGtBxJOymEa93EABgw2VYi4ZwJIF6OmWpc2pGiG0IpFVTJnNt6Rz3F8LOT9iD1OHrQewSYC0EGD+mX6LKLhGwxfmYPChCyZ1RGtZe+nVvrWi6oJWMzHX/A4h1i6dFD3tG4+XzgKpEmAwTaUAnKWHXi5QichJhHuk1rPUqQWu4/y4MtxePtVYHxgA3NdiCQbqE0Ifo1OpacuW2J4jCFo0WxpAiLLIdZ2WBYM1xoH3DBf9gqTUJhuFfqhcWoHniykdeFZBAZSW/VRqCKhTmhTj3PrfdZytGlXV/+6SQWHeyB6gtjPG1nxpvdYz2om/mtXFNHnaMSoRR95tFJtKATkvCLk7eFHf+Mzl4C6tQj3C9/rOCU9Rjjl1i97LAoB1+FzCN2pdlOdKmWC6YcjxpMOYJMsNVGqdQTLR9he3EXAdpO0sdviQ5c9E5ttdwEGbwCoV3P2KG1syJ6z6AOK9D3LLfWZJnGcMwAmXemED9wl8CQknI8+c8MDWl0scgZTrNKA90MkykAW0YBqopF5UYhLREqgoaPlLskTvvBzuea73a870IkMfd2Zp2mWFut137BIaV5Ii8Xl6qCYRxCJO5SwsZPzRHlvzb7BIC3w295r6vJAnVU0uYO2pAGIO/qF3Kb0qtPS2hayIvjd/PwCqu3v7EL9ve97OBCmhaPsJJppWpmUwkgISAjOhZjrrfLDJxBnRbwm49x2V904KyNNjbMHwlqYVJKGx2mw4LwJ5j31JvEoMB2RmPsZR94YE8xDQ72tL5NGaccr8hfwwZFC1PgjETUN9LKK6VfasGxU3GtrvdjVzqEUNzeMQy3injrWiZJ3hW418DYrWZHMcE2Qgv3mGRo3yT9vV5mBYJu8yVfHKMzQQ7olcp6n6zyMQZ0Pfccw+AdCTs5DgM1DSwAS3DkrXEjqErPa2JA1oXSScWW2/FZ1tz/b3DAz1BSZPzTP6Z9FAlqEPbXPY3puYuYPPMQvd0NrB0F1CoBatr6A339rxOPAAnpGIqSCPpJYf0a+fcyk0hy5+QGwoxZLHlBBmymea3dSuGRYVwJMPEGdCHDh0CAByZI1fMMiXgpmSZcSedUs9ENvm8xmnjNZ7DYOF4OwsbjhtGr5Hv7+ZC14glbsW+5tDJJ0xCoTp73uowjOVxX0Ef+vQPvr+02p4Th+0fPKyK+0N2VYBshl61A08jLOlIFU4iYTJzWV+GHRD3ME3EGXpi2DMsALssIYt9PsROEay+CiZRyYskp6IvHKMSISsZu1AmzoB2JOyALaEBvUYisSuxjYihaemMWgyAs/aITMkskNiJTwXgLGVanuIcAEonu79bcwRzKcDzKkOSSoLzgVIhc+94DJgAM+PlexlDSzzrcCSpJ/eovOOJ1AASBGM5oDtlQAsotw4AharlKOAIAouWQk7O2hPnXUd6SpBxlI+GaCODwtLsufC/k0XOBKYPOZhjjY8Yofz/+cevTfdaImKDYEecGUXdbxaZOAN6bW0NZlCHzm6PNIMgbfeOwmNQj2RgZ+1RSul8mdvlPJyus29pUwNs7/K09BvaJJHvuLcUKxBmqcARl9LauK8gHL1G8SR5+kH+AjRt7FKhs09nxUUCwvKfm6Qz2WS9ZWznEQJYFWRKHa0xhuc/wELstt9416Y1CHaRc629P41Ijh6akeMItbEzcQZ0rVZDc8h4SK9B7Y15JiGzD+NIgWkpecuC4pUhDpBRY3bk0kTPBEQGtZ+WERM1FCUpKCdLnloz4xPGcbhlnMRU2MrIo9Z6TR11AOcX1gA7SJeYGSQJVoVg9rwTFJDk2/lbxpN8FtOTcJbnUKk45Hn1QDSdUENNo75ODqvCTv+Ug35yWpAxQjii7jeLTJwBbRgGtuIYVf3omYGRYCeO2hMX4DWyOwY2AZ03OmfhFcWNjJfHU0xUGnlAbi+L93S+QQVfWDg2DDXaH3Jk07xLn65HnXGHLmxOz7DLscFgJvW+p4CwUnwmvRA5JdaF2wPNCJkQAs4qhO43onJhHBI7MnZ5JceXFge7nP8vMigxurBJnX2GHWpnOsQkAAmCjLg0G3W/WWSiDOjV1VUAwFqAHmxaCG8n3zKwF3c5MhL1ZgGW2b2N0ibwsC7yCSXXy7YRaRsVvfMnzQC8rhGr3N1ENmAsE4rrnMmAmwvDJwRZoHwbRCmRZ1UUuxyshNNvUuprY8IxwhOvMkqI3l6YgBzfZ0X+iS1hJz3vQoJKQHlAydglw0QZ0Pfeey8A4HhITGFWFAo2iByP9XylCVS6699SChiW+02rb5b9IZVxkhCnRV4PrdLXScWXRoCsEbwPQQU66t1/105hyJJEY4dw9c1kA5WjftUAYXFmBldzG2W6fGtV+nhCx4zq/6PjbTN20alMKkPardak9BfieHrC0iYOplxP3OMQxwAm6Qlr65NMKwtOmImwKNcT6l5UCEcyTJQB3ZawO5aCBnQc2sZzEEJIlIvdHoeZUNqx5dqHmbC5VYHsyWxmo39lw7xX+osKWch2eTQDpQx7zj/CmIv+/fSqgFbvCRtiR3EkUApvxGuWen7bi2Zk7LklznUsqEs+KGe0QwDCjA+rV72BPMlgYYbXlPRlSZHnCnmzGvrgU3jiPn2WDmelpjg5N0sihg50XhtnDpgoA7otYVcrJjwa9jGIRz50yHGLJRNWjxeadfd3si3Rlcoz4fSyUdqxRZnGs7JIbzy0FpDtwJJy/2fNS1i9JeiZHKk5z/MqnyBfUh9ZgLaWzgVqDWS6KiCM/HpqSIYn5eWBrJNcRyKsm261Nap6vozGnWIh7v2TvazcMS0V8pimw+DuZyxPCRwjBpqnonGmwyR1x+ESdhMGM7mMZ8BRAOlFL0qgJUNm1opA26ByxQrA1/FqdQrWR06LFDPv8+01RCLuGdYY8Ny/+r4AGTOTwLqA1uj+TZhOVTzfvnEnUDke9GQxOI43LbRm9sVxosIE2Bnmf8Qm6jjbSuz1vT4WBYdq9NHZjTp5nwrDDk4/MEiTeVzEuscxtJNzDTnJ5pOGqkSYDBNlQNdqNTTGHGdJBGjjfPM55N8tZInR3N79nSRQXA9+AdR7MTzmQrZLdsJ2nmVvRTFZBKx5/0PU6gxjCTDaZas5vA3kfRBjDfn1znGOEzsJsHOsA57UpK1f++3t33xJZN4ksd5j5jjnhGT+39ko0BR5eaMWwbnjTVenfCXRUTHQyTBRBrRhGKiOWdKKiCFEdqOmlAJUiz5rkGUJudhzfUwwl90DQvGEBrLdy23CQOqeSM2gbhXCLGBAy/FyfFqYC4TGbgm51JVOsJaF7/lqNQF9SzghC0ErHBFhQTCXpmBUj4mjepnf752mvOTIZDB77+3fpAagVy2oj3COaPYxovP7uH3YRc63csQE3ctpQ3mgk2FiDOg0JexynMPjMIq9TgwU3D2Vsa91QEuADOfLa3X3LFOvE8hjfI5cupoBilrWKKlnMoOdtF2By3gGAOj+RmRvk7C3AcIqotDKcw29Xf2eR0yJp6y9thMVN6zwk8Y73Kc9swbIkJN6DWupdxMnyQJEmFrIOPohgelwV+d5pWdCUTrQyTAxQ0uaEnZpJRCGYaVV7ZAAFIbraeyK+3NB5Yf1mj/5K614PFkg2OVUDh1K1p10LpYwLQGt0f019FUIyu3q6GEzyiutSnoCaO7gUAcjMVDcGP5yhyLH/X+enTu9xqHCwVdYSe9JfCyGe+vICJeDy3MbUEwnygOdDBPTPbYl7I6OWcLOV1hlCCwrz+tqLYh9P9a8hLnk/pFF9u06C0SNe0uKtHRwySAUN4b7Lu3nLSxg6V4bS/fY2Ha3je3/Cez4iftn/hBBrzk/zocRybDNegm6fCLb88Uh61BELijjLi5MHPgjSxJ2JfiHNWcyHfbTkeJsvaZS485P2s8nF5P8BFBhvG7aBnTUnzh8/etfx7Of/Wzs378fRITPfvazAz/zta99DY961KNQKpVwzjnn4KabbvLt8/73vx9nnHEGyuUyLrroInz729+OdV1pMDHNqi1hV09awi4mBS3bHsVupLdIkIj3mP0/JD0/bUPLBOwSwS61yhG3jagc66AGwQKZx/yW1jI93fAwUKhK38/CQRs7/8PG9p867w+L1qAW9NNuCwKw5hwjLitDTpgxnmvGk0VzjsB5jTcjzu07zHGqHmYMMTlVHgP60U5/2mNMs8awy+j8yBLDDvnJa2GjcaAmgm7SNKCr1SouuOACvP/974+0/913343LL78cT37yk/GDH/wAr3nNa/CSl7wEX/rSlzr7fPKTn8TVV1+Na665Bt/73vdwwQUX4NJLL8WxY8diXVvSTEwIx9raGmzBKJXdgbnNRp4zZRLASHHCkNVcoDV2kd1NbJIFd3GYjrelB2E4ShPDIozhPzvJWBmv0tAIZZ4D++bWNtaA5nbZMX60qvDZaGQDwhzP6KgZ+TTKgJwnEGbNhE3Q++J5YfoayYL7KooMtItiLidOS5yyMDH1uTNphnBcdtlluOyyyyLv/8EPfhBnnnkmbrjhBgDAgx/8YPzLv/wL3vWud+HSSy8FALzzne/ES1/6UrzoRS/qfOaWW27Bhz/8YbzxjW+MdX1JMjEGdLVahVmU2L+02dkmQahV3CPFeq3iLlDCBO4nS5RxzAEz+ct6J8WEDRIumSkdrtao14GFn7MvAayxk3xGtSxg4r57mhg7s10l0Zt9JA1Gpae6nb0YMELbwSspeq2nQE1KbSPP4Up2Gfl9J/Ic6jVtCWt97nPfZ0AAmEKlOsnyx3T39ucDn29en39MJjU0hBE9ObD9qDY23MkrpVIJpdLoqg633347nvrUp7q2XXrppXjNa14DwFFf+7d/+ze86U1v6vxdCIGnPvWpuP3220c+/yhMjAFtmiYa8+43VoCxUHC7GRe2Ga6GUTcLqJvdr2nZGur1rgWW9YqoJQVkSjqjPGQC4bCQlV7lqdKadCToPBX5igFFLhrbyVe6urkj3vkyTyCUOanalfHaplUWyZ5SaxWj8WC2lWfs1hI50FoS95+cnNFEkRV5aPdhjKo0lCNGes/a90A4cd2+Pwe8c73ebjL692+FTTF4gjcBzyHXE9U+DOOBfsADHuDafs011+Daa68d+VqOHDmCvXv3urbt3bsXGxsbqNfrWF1dhW3bgfv89Kc/Hfn8ozARBnRbwq42F82zJnrevPmCgfkeI1uCYM13p411s4DNegnc05jCvMS6LjNX7EiNBIx4sikXnVx51T/qlVeB5hJ1Co8wBVe0m1QPQlLMHxTI8iFmVkmvd3WDercFyYkA0JwS41qjG5ohdQocHDnJkIDcxjTn5N3IsbeaBYJLj+eFMTYtLnLfXqVZ7D+W61uiE9JHEmDN/WW0DOoWTDPDGNA///nPsbS01NmehPd50pkIA7otYbe5OPrStACj2Kp1LUEgYuia2/3EgM+gtm1nNLFbEnSaSN+Yti0tNfUFpHXcEIQZLuOUBmS7dauJAfLGRPcYCY2dDLvCEBahdNJzb9gdn20uItNRXQuQD0yKUeKX08bYhkzSnNuvenGNoDe7jVQLSShk4XzGLgBtK8VJkg1Z7k6qqWT4yjplw5WFokiJEM92G3Nbt8MThoDXoyWa1F+a3kRX8ad9Pm9fkuPJWdoMY0AvLS25DOik2LdvH44ePeradvToUSwtLaFSqUDTNGiaFrjPvn37Er+eOEyEAd2WsNvYlmxZOcmEhuHPtiF4tKGJoQmJarUMe9PZX1syXC9wZa4JPaBC4ShGNts0NUvLHTmmjLCLBLs4oIPoMYxlCbAXJGwA5rJ7NzIIhY1u7yssgl4VsOazeThZTz7ygl3Kp7IDSeey7CK5lsntQnB4SJhhLazoL4RdwOD2PC5yrMChGB4eYOSOEzloclcCrPnuPhygaS7qAiLAMaFpBKk777nW9P99GsiTDvTjHvc4fOELX3Bt+/KXv4zHPe5xAIBisYgLL7wQt956K57znOc41yQlbr31VrzqVa9K9doGMREG9LFjx8BgGBkX1gikHVq57s5k29wq+AaR4lITWo93W9dtGEZKt1zAXao2A9Iy6oSdrWeAtf66zlxkGLu6Pe38PToqRwBZcKfAm4t+eTsGYM9lZ/02dgBcyu58ZOVbjSIt2l7ogftRuOFrlwiWp08TJqA3/PfTG+Pflwxl/3rPmVeC4nVzg5WPMLhAcir9Fxny/NvTRuWcDPRPSU10pAWtuf6nYA2DV8lymJjqhKlGTCKM2ZlsbW3hzjvv7Px+99134wc/+AF27NiB008/HW9605tw8OBBfPSjHwUAvPzlL8f73vc+vOENb8BVV12F2267DTfffDNuueWWzjGuvvpqXHnllXj0ox+NxzzmMXj3u9+NarXaUeUYFxNhQK+vr8Mes6YlA7DrfS4iQAnAOOkZHQsSVOy+SSTYZWB3/zBEx5XxAEayJzkrYfQap3bsIKyK05nGQdiAsN3PSW8AlRX3fkyAsay5FUcE0Nwp/WnrSchy6zHWJXn0RMZY5d2zlhNLceBKwkB1YmjdB7J1wK4EHFwGh5Qw+Y1rqY8m/zh15Ni4z6mDd6ro6M3HJSRvphdZ5FClks5h7PRC8IYlzVLe3/3ud/HkJz+58/vVV18NALjyyitx00034fDhw7jvvvs6fz/zzDNxyy234LWvfS3e85734LTTTsNf/dVfdSTsAODXf/3XsbKygre+9a04cuQIHvGIR+CLX/yiL7EwaybCgK5WqzAzVpjwIqUArBEDMk3hSkBiAJLcxxQ935NWi9Bq5CxFJdnTMvXVB1UkBzFQWvV4pQVAnnLuLMi15NgmTUOocEKHVs8wgbBAsAJKxKfKlBgoxBw4CBP8oSB2W20kp694nvue1HJOkiDH1UAox9cWixQm3axx5hVVB5FmCMeTnvQkcB+t3qAqg0960pPw/e9/v+9xX/WqV409ZMPLRBjQQRJ2SWDLHKSZe4XxjdabxsDCIQGyALnh3sdYZl/IgSzHsBQkso2t5pY4fZanTOnRirpAcX10q8w7HyIbKG74OyoWQGHD7X20CyHGUdwxTGbsAYtxfRyU9JMiNIY2mpoiCXv+HxXPgogwu9u8euyZkfEESHmEZxx7NvJN0gzhmCVyb0CfPHkSQHQJuzhUjWLqAfKjQuxPZKgc9a+FW2V3TK6xQ0LOe+7ZGEeHWJ1SApdpLqTzXMlGpuElnRjjnnuiNQNuUMvglDpQ3uY0GNPUYNeDtPtSutgEscshhVNSgkzC/OFsR87cleXuaRfCBEonujMYay6g0ZCTqMWCfCoJSXm/82zQ5lrCLufxy3lNToxLzs2HUPKURDjJ5N6ATlLCbhRMUxvd8NDSy1Yvn3QbWZUVAlNXYcSaBxq7nR2YAAh2vHxDJtikJqsmgdJGhp0rAXZlCjpzCYAAc4eNHfN1ZxMTeMnf4NY3K5BSwJ7TYS44RhJZwclrg8hyMpErMh5TsvaOe3FJgnm2swDMBU/bERgYGzrx5GABM4xpsXnyHBri1BaYzDauPNDJkHsD+vDhwwCSl7CLi1Hzy93FJk47HLFICdkA9RyguO78AIA1R2jsbisJuC+KdXYlTjgx2/4LITOd7PFYSWkJYezI1vOYVhywLBJ2nbbW+V1QcOz8jm1VAMCKBOoNJ9FV2E4hkV60BlCo+s9DFncOO4zRPQ1ILeNBJcZt9hadSBV2Eq18Z5SA1gi+jtCvIvxqOLHKQwedS439k41EvlfMIrave37n9eleR0w4hgdaGdDh5N6AzpWEXYYUTuipefeMZef/bT1bFza5ymc7YQGevQTnNT8pfZLoTHLgubKlgNwqdC5FaoD0eOLtCmBs93+2sO6odzABG2c5CZCVo4Rt9wQsS/QcMvMEwhmIZQzCSL7WQV9kzFWs0HAuCWi9SXwEWEuy8zcOST6kfrKXAvlNpuQc6/xnrZijyBSGP+qq376KYHJvQKclYde0dVh2DiyZMRDHBiTZKpvq+jyhtEYQbUNbAOaC57gEyILz6un1bLVOpY7UOv/5Q4Qsv0yQ0H8S2JKgb/R/scK+pbGt+5dTHnEES6UGtowSNptuyRApBYxv7ui0H7vktBHNBLT6KFcfjTyrPXCODbtUGcqLzICGcJ17nUKNATIJZATc6DyU4Zb50wfuhXMeR60YHglC/1qO7n0VweTegE5Lwi5OED2A0T2PrbjjNKCW6HtWUKuCX8e4s4HSqnsfFk6hCACwi44gfZAxDm/IRgLfwypTaku3WZe+1ho8ES6AhWITC8WAsl2Xrnf++dNDeyENDdwUEF5NdQbmDovO/ZV6awDnbOIgyycIFNUlkwCc4iRv1uA+GurCEihUg9RtGNJTOVIWWuFrOTdsc0me+yg1EfChYqCTIfcGtGma2KoAW2bXu1UQEiUtO0um0SwAzQS81WkZdRl39mQPTiIkCegtL6NdaiUUsV+6S9gE0WNU641sM++tuenxtNR3A0sZ3jx7UaKgxXeRU0kGVkvcWu7+uzhnoqJJWKYGsxHQTdW1RA1rPSDWe1YZRx5CEGlq55Ikf5lmAqyidLzTIW2LemNyvWEOObhnigCU/edDMkXuP5UKRzi5NqDbEnarJcJWo2t5CWIIIXt+B+aLbtdmQbMhJrVHk+ll3bOGkS1UYQ5ZhTCowJrOLo1ZFgSr7CkuY7VURnoPJdnvzR4Cc54zjUm2C5Sapm7zVMNJHMwIsWygoifXUHvzWYVgEDEKRQuFor+xWXOab9neNjXIWvfmMjkFgwKX8Ecg6/GkN2kzE3LSbcoij0/uLOS8HaNeBEy8B7WLoEO2G9OUyLpFIsf2mNbM8cUlCHOMGOgZappxybUB3ZawW/VokEomSE9gtGFVXL+XCpbLmCjrlstb1rBy/NUtgdJqOi+yuUBDS9cNgyw4P5Eh//6yAGyd6r4fJMmnEKE1GcVN9seXJvh1Rx7ncpKck/WynGRK1PLUdb/nu1CwgbnurMqyNLAkx4MdEA9NNa1beU44iZQUoRJZ1lXF4rS5rI17Rwoz23NOLN5nw05ImyMrGq5YEjtWu09ISx7ItQb0jITuqBCOZMixFQkcOnQIALCyEP+zTVPv+3utUfQNwrqW4tuTVqfBjjc2r0hteK3pfrAAjEXPxkVCfRdBFrqDujD8cdfCGi6WuXRMCy5ikhYpxmKuHVlEljlURzYXITMskyyl6Kg2FMrBD5sr3e3rxRJEnaA1qVWoyA3ZQOVE/kdXa57iTVhHRSAXqjJBEA+5UpYxxABCIqEIAGyC1AA7oBovWQEJ2gRwgZ3+w1bGT1pM8sRRGdDJkGsDemVlBQxGozh430F443ikLdD0qHCYHiO3ULQgBDsDcfvjwxodaXl9Ob2iJmGkdr4EYi/Zk10vS85PL+Qp11pY02BVGF6L0mv4O6oOGYZIDGnoRyLjTpET9kAnAfW87ywYrBGsOcbmmQG65xKo7XOuX9hd+bHiBqDXAvYfULEyrTLlObvF40Xme0leq8dsBAFfhQsB/REBXJCORnefBkE2ARlOauNCTLmeAATe+wlBxUAnQ64N6PX1dVgZeje8DaXZLABMkKYAlW3HkPa+0BKBy8MjkeZ7mcClppVwRZIymQywxi7vAZlAwfTHVsiS24hux2t7rzEXK5Lj6ONS+uKkS5dxmza2LbqhHCGwAKxWtT1hdlcG6nPB+2t16iTRdg8ClE84ybReBYiZIQ/vSghZX1rqyd8hRbDasGAgbLXCGmxgZRKKkeP2MsmoGOhkyLUBXa1WEZSAPyqSaaj3kgT7JHF8jUsGzOpjGtjlI+k8FtYAY3H0tyEXBmMGODrX3WfHBWDzDP9+WoM6VR472wwEhnuktexX303YsXcjnYMHIEuMs/aeSOXY1EogzAq2aaABHRe7wrAr/u3GNsfzV1pzbw+dOI7jXZuR97sXFgxZzu8XH0u4wIDb0asjHBinHTZBGHU1VzEyPGB1wruvIphcG9CGaaC2kPzTM83keiPytkGNfeEabJNfi7Lv0lpCFxdEhh59JgQaEZNKWEKPtcCwPHH6wnTL8wFAYTM9ryMLoBAxht9J6BvxhAQU0qrykmNIYqREI0f/mcGejoNDemJiwCyQz1upNTlYqSeBJpYHDWRvKFYm58zxooAs5tCKaV0SaxzsVRk0zA7ycEsG+QZY//n7HmNWCxYNQMVAJ0NuDeiTJ0+CQFiv5LDjiAkFxT9TuCdbFhmyGS0BJu82TFqSbaGkNUGgeAO6LLAvmcuaY1SOCtcEicNUOaglZZiCmshGtQx9PTuXliUFakkkMsQgTa9JlsMJk2Nc+xa6iiGqDRRQrKi1PdPkwlGhfOuz5/naMmfYF2LQKpMGyHLIbI4HJ0iSRbOzXBqTOOlG6g6Gk1sDOkzCLms4I29M70TbLgI0B1fLJQm/8D+3KtVlSNJL3a5jJ3CvU13qTOGrhxWtYAKqD+COk0YYQPm4/wL0BmdeHTEuNovgYigpInNcxjtNhBX+HnGQYS38hnU7wTHK+2jnOOwhVXLcvLKUKR0bERwarLNjZIc5mbzOi5Z6Cff0HWRnZ4NLKSFENkvEygOdDLk1oEeRsEuSrBsPNzQI05+lz5p/oCMJ1E7lziydLMLSf2vuF54BYTobWIyuIqHXU1ri5ezLZOcZYidpsb20L0vAVkD8ul514neteYkTa87LsjDf8EkyEnGmRVaGhjh72yRz8eT0Dt3v3Qz6G0m/WoixreVhZX/oSPsz7XeVtZ7blzP54dgqF9PCJLznecDjvOACw17yNPh++RHtzQmNh7VaDQsLGRk8ygWdCLk1oJOUsOtFMsGy8ivg6EisRZwZCgC7m1hcaHS2mfvdg4bRLIDucQKRZVGCNSfpLQ9xjuMma7tJmAnEHnuw5p2eUM7bQN15ndca/k5YFGyUKk7QrFEvoNRwvrxd4qHug1xKabZDCKw8mCqb2XaDha08mZl9IA5c0WENHfUGa0F2PJ4kCRQiG0d29prMWct7xiFQv1mRPzQO9+i3n2FC5sTGxkaGBnR0D3SukwPGTG4N6Kwl7CYR1thRBulB83geK3NN4CFO7Ed1swxpapBznheCCdqm23NN9uieZmtuemIFk9Dt1eqUnnOo98BBCfGGhrrh9PRU06DXnO0iwOCx5tgXS87kvgfLO7dS82hnqcABQBkyPbCIPl524vdb+7PG4LCQOwnIkJhV0RC+voaFowOcVdW6tHS5wyAzxb5gVPJyXXk23FK4R5ubm8kfNAQlY5cMuTWg05Kwi0USagUpYi4yFua8gdER8AnAM+ydnhGsKXxJGlpV+AypfkZ21hnQcQb/2MfOuC2GJhcmQGGj+wCDklCLAWohUnPfA12TWC7WsWGWBwrtT5MQf9aFHbI27OwS0gkBEACHdKb2vL8RkkUgk8KTgvt4/YYxuu1yiJJEXsjy2jj6KujMIpO3DbI1oFUMdBKM20QNxTTNVCTsYjOrjackff2DVbZhL2io94x3peOaa6lUrwerAAyCkhi/BPI9CMbAXEzPeNJq8du0sOFKxtGExLzeREXza6k1pYaG3Q3Yv/PYLrAtfKslaZFqh5916NOMdj/UMlBCJyz9EsO07r9lz/I7MSbSMLSLmNl2MEtsbW1ld7I4lWFn1QaKQC4N6JMnTwIA1lPQEDaMXH5lAM5SSWEzHavJsjTIpGJierw/zb3ukYyaBNGbdMEhmcye31VMoAfKWUZWCCJgCaKiSZdhLSUBhggO5xFu3fQk5j9SxhgcpomM3x9ZymGIFneVglgA3JN4TUDoerSscPj98yZcjSOFJqfNOXfPP4fc+/Lfj7RfrVZL+Uq6qBCOZMilNdmWsDui66jVukZfZa45cj/CefZAMIGCiiMkQFZGBZcYdqmVVGQ4GcxBnlSyPWPClCtwkE3BhS8SgPVsje2hm1HQuyfJ/eznLGiaDPQiO8uOQ547BMvQJtIrGUTWSXNOAY1szzkKDIReL2sMKgffQJYEmL1OgRxP9sfxPPK86pfjRFIvWRrQSoUjGXJpQLcl7O4nHVaPFNFm0z3110s29EL3DRFC+uS7RiHvMy8O6fBzgew/oLPmfi+FYEzUaBwXOVxoSxSy1n2t7Zf4hR1HUzm23lLgCEokDEsulNI9QysUbEhNwoyw2sSGlun4L5r+CpUzQcZ96agVI13HEgyUul+ADQGMGgufUngWi8ma1Ci61Ov1zM6lYqCTIZcGtCNhBzR0Ty/j8RRZdR1WvecrCIbQu70miZYKxZBwxglDsSBGZWd2LxyA+K7HLF+8dnJj+5xJWkUi+6XK1JLHZALZ/xqjmLUmWR+EcFtKi+UmyrqFhuXv3kxbw0a13N3QkqmiKElBCTSBPDvrFNnBBYblKZbVizCp64BQjWYmaDQag3dKEtWsRiaXBvT6+rprxSwykiANt5d6qzHX/YUAUfTE7IadZxydVlPku69MqQohcUsjeRS4VeBBtmxoERACMKQRnKYiRhCy0NZ3Th59Vc9Uj3fVmIPVzL6bKQgbhWLwEsj2cnfiuVKex1al7FRKNP2zFjKEowaBlkZ7OpebC5gAmcsRIV1YA6BnnB0q0beSnl3oickOUjMK++g0N9A0IQADKhumjWFktzSlPNDJkMvuslqtoq6lVDfZ845wSOQAgSAKTqfKksAZiFJrtfR02Ix6YfBO46KnslkSECM49q1nBYM1OAlseZ2wTEmfdaIxD65n181oxJgr9A827w0Faf+7ULaAsn9fydTJm7C3CsBmS0s7JDwp0ceW8cSNRX+jLivIzjbGmHUG5eB7++j37Ps5fgoyfBxhBOci9P5dMRayNKBVDHQy5NKANk0Tm6UMBVADGggDWF6qoVywYNoaGmb3VjETqpue0TbjRKTYS/wZzyJDy5+Okbbd5GhZt36JcpkJfJW07gbnwHOSGMThK0JRD0EMLcEym4K6KiFSdLUWQ3XBg/qBnEsM546836usr2+YdyKswREcx0EYTIAZ3r6z1kHPLSm0AdNMKcs8kDizc/XMw8idAd2WsFsrjvehFUsWygXHLVrQbBQ0t8tpoeyOrd6olWHbXavWsjRfOEmSGHssLOr5TSKcqlLh1PJYD5DiA8LHrcJ6Su2ZuP+AmDBMgL4rpdj7okSplN0gYrOAERAnPQphYULtraQBVqUVEiKDC9m0pR/jnTjjWhsaYM9N00seDZaUubMkU4hb4W8h7TiofUe9H9Myi4zjvY2BZWUYWzeDHmjLsvC1r30Nd911F174whdicXERhw4dwtLS0tAl1HNnQN9zzz0AgJUUDOhRvVu9eMsYL8+7jQpbCjRNHQ2jGzphmZqrnC1ztzOO3TFn3Yen+BIl0a+mWbFNtis3eu95kLMxyKiWgCy6r1FYyDQWGcBwhpn3EAJ4xGkHk7meMWNJgWbG8dmaQT2lrwE7aI7djudnuKQP+8biT8kglxhp3Y+83+e0xwXv8ePMoZgGeL+HuaDpwbYzdIjNmAF977334hnPeAbuu+8+NJtNPO1pT8Pi4iLe/va3o9ls4oMf/OBQx82dAX348GHn/ymEcFCCEneD0IREqRX+0dnmOb+UBKsVW21bGmRRBzeCio6M1isahj66JJ+dXnlXfYjKeFkS6/YHGdUa0HiA4Yqz5LoGreqRX9sQ0GuANZdSj2UJFNeyvdfTVMY7M9orHp7xlPoNeh5ju01oUuAUTcCDmMVQA27HP2d70uSO5XNQhMRW9qP3enKwQBK1iAoAcJa6uTNWifDVr341Hv3oR+OHP/whdu7c2dn+3Oc+Fy996UuHPm7uDOhQCbsJxJb9v4MQjGJLKcDWGI1FDca8ZydJ0Nbdj0mLqXZjW9pUvASJkYNbQRUbsuK2kBrbneQpKspO2WtZ1/2asxIQRv7fD8kC9x7clek5k9SB70VKAbGVYQk6jhcGRRIg2z8Ai5BJL2vwvQdcdLqJxFfap8CDpUiAJBrWoL7bdQ4CFzzn5JBy7r2x4YyxjJdZGtCzVonwn//5n/GNb3wDxWLRtf2MM87AwYPDr6jmzoBeW1sbTsIuSQhYqAyvH92maQ0x4HrtIsGwd7pdS7YhQEUbtVoJAKDrNnSPDBMRhxaeSB0buR40OUgWKs3zRQ0RbCWrkeCOAa3NB7gVmSBbkmtsE9AUTrsJkuIa87uUdeXP+WJ6mexZv05JVBakkNEvSPXGXnbCS0Lba9ChOsHdw1xdPkgz/CuIaal8OZEQggtPEUBt7/0AA5oZIFMfOMbFkU0diwb0DIVwSCkDQ2Tuv/9+LC4uDn3c3BnQtVotHQm7mOhafhP0ULJBgjuFXkxbh+mx94XGEC1vnNAk9LIFq5HR446zPDQDcEEmK5NF3NEztzeKznK1DSBgwtYrS0a2U1adEZK8Nmb0Ug4vataIKJ3GwtHIBuB47sJU02JWySSmzMMveMHK1v6fAoNk6uhtp4S+s2WSBG1L9H+O1JM7E4H19fXI+ybCjIVwPP3pT8e73/1ufOhDHwIAEBG2trZwzTXX4JnPfObQx82dAW2kJGFHGZc7joud8KAhbYJsxV+X5wzMzTdgL7jP0TR1NBvdJQ1mBCuHMNIroiKRzICSkhdJFjA53rUgx0rvco4kR56K/clr7SI0vs97ttUf3MC2QgreEmIUM1TgAIAT1blMB4c0DcOg+Oc0kcWextbHo9ppP0Hv56S8V7PErHrHky6kw4Awot/Lzc3NZM8/AIqh2jMN4ik33HADLr30UjzkIQ9Bo9HAC1/4Qtxxxx3YtWsX/vZv/3bo4+bKgD558iQIwGoaEnY5bwVpVWsjAZQKFogYumcSoWsG5svdJW9mQt1wF1yxbYHGVhGUkqEhrGSWqlMj42IWSWghh6HXWwcOSXTkoIgj6Xl1Ngr4t6On4UE7j/l2ndcNiAnSL5QDchSSRhiYGnWIyN1BZ8eICWGDlpbHbd9lrW8/7u+r8JFGTHDWBvSshXCcdtpp+OEPf4hPfOIT+NGPfoStrS28+MUvxm/8xm+gUqkMfdxcGdBtCbvjY9aA1gu2T6YuLrYU+SiBSRw5sYqIMVfyx5DOlZs4ef/yVMTu8YDlubGT4vXRMF5Kz0qlVhNYvX8bbj+4zbfrwr4tFPVucO1ypeGEDhlF376Tht3QkPNFrPySZHuOcCjWAFnq7iialJwRkIc+XTFWaHNw/HNctra2kj3gIGYshAMAdF3Hb/7mbyZ7zESPNiKHDh0CkI6EXRySKOZg2ukZ0JRh4YxhEAY5VdPz+N5R9klDaYWXsEzQMIgBcfB5q4cWUe39fXcNp+5aQ3O737W9srrYSYRs45V5jEtJt1FMKbib6hkqcMCJUc+2MAql5+3Muh/QGLIn9l+GzN+ICaLutOWgZNe897M+su7XJuz2JEYKA1u1Wh28U5LMmAf6ox/9aN+/X3HFFUMdN1cG9PHjx8FglPfVUOxppFubZUirp3cIGcBDyXoZPm0y/i5xJwLtgT+yAeA9fNwXNsfPlglASslx0hSZl0yPO3ZoQmJO+A3jA3tO+rZJJhgBlUXqRiFQEtLbTMaqPJM0GX8Nq+yJa54mQgxLBsNeYMAK3iFuAuTYSTqOdxATdnvyTK1Wy/aEGRjQ73//+/Hnf/7nOHLkCC644AK8973vxWMe85jAfU3TxPXXX4+PfOQjOHjwIM477zy8/e1vxzOe8YzOPtdeey2uu+461+fOO+88/PSnPx14La9+9at956vVaigWi5ibm5sOA3ptbQ22BuyYdzcm7+/r9TKq9VLnd5YEs+aO3fWS54HVaOpgOx33gZ5Aue+1tfnUwjfsEsMuu5+NMMlZdm1BDIg+qoJpeZRZxMuknnakDsgUyzcLYpR1v75aWbd8BVlsKdDwlOHWhAQz5fpdVwwgT48uKOkzievL03ecVuIYiDmgXq8P3ilJUjagP/nJT+Lqq6/GBz/4QVx00UV497vfjUsvvRT/9V//hT179vj2f8tb3oKPf/zj+Mu//Es86EEPwpe+9CU897nPxTe+8Q088pGP7Oz30Ic+FF/5ylc6v+t6NBN2dXXVt+2OO+7AK17xCvz+70cvduMlVwZ0rVaDEVBJyRuPvH2uju1z3QYnmVA33Qb08dVF8BjzmXIR/wygVEygXnSKHVGQ8WsXGXbRb1T3QhLQq56qU2msNGSdM5SW8Rcj6zqPePsAodkoeKQmbSmwZRYDH1lBs6H3eMLXG2XUq0VoGXrt0rr/ZIXrPU8a05Bn0RcCuBTS5gKqvTK1JAIZqSVyZ0L7eygCaTQaoLSyx4NIOQb6ne98J1760pfiRS96EQDggx/8IG655RZ8+MMfxhvf+Ebf/h/72Mfw5je/uSMp94pXvAJf+cpXcMMNN+DjH/94Zz9d17Fv377Y1xPEAx/4QPzP//k/8Zu/+ZuRvNhB5MqANk0Tjfn4A5og9hVQmN97ovPvmlnAsRNL/g8GyX5pjNKIXlvJ5CrhnSh5t4JSCikI8gTbrUSh8oqAZjjGuFdJwrst8/jnmKQltygM8k1C0ibL8aBNWOlw2+OtPnFyAcU7KzC2+/sbJkDsbiQ63pNNsWStYh074y5Bhim2KKIRFlstONxXwQSWfR70DJYunyaazSY0LbuXKk0ZO8Mw8G//9m9405ve1NkmhMBTn/pU3H777YGfaTabKJfLrm2VSgX/8i//4tp2xx13YP/+/SiXy3jc4x6H66+/Hqeffnq8C+xB1/VO7t1Qnx/6kwlz4oRj8FZTWCJumiFfM6Sipy0dObdSwRpajSO1BELKdzjKOCXpgrSMvY/B2CedqlNeQ58dST1FMnBRYu+2jKWZYkI2UDoeMKMigFfnOm2HBcNeYsgiB2s5c7yy2wpFbIiBfvaVxo4RHRLPDV2Ge4B7lX+mfQUgCI3HXifCNM1MDehhQjg2NjZcm0ulEkqlkm/348ePw7Zt7N2717V97969oZ7eSy+9FO985zvxxCc+EWeffTZuvfVWfOYzn3FVD7zoootw00034bzzzsPhw4dx3XXX4eKLL8aPf/zjgdUEP/e5z7m/EjMOHz6M973vfXj84x/f97P9yI0Bfe+99wIANhaTt8C2av6HHAYzYWPL0QXUNAnR4y0oFixUim6FDi0gQSoOzIAVVLwkJ3DOqwoOmkn7/kaALAf0HgxIj1HNQRXWON4yMxdTsqyYgGZ+2w0w+rsRFzMpXWduhUW0frUrTjVJwF3ZsQ0xBYaLkUnd9tej/jLI2CY5holoWiszauk+H4QZ1kDrGbUS84P6evUMU8cwDBQK/fO4xs0DHvAA1+/XXHMNrr322kSO/Z73vAcvfelL8aAHPQhEhLPPPhsvetGL8OEPf7izz2WXXdb59/nnn4+LLroIBw4cwM0334wXv/jFfY//nOc8x/U7EWH37t14ylOeghtuuGHo686NAd12o69vy48b0LYFesunm6aGao8xLohRKrsN6oVyn2y3EIIklJKANB65JHndKADVdJpJEna5VqNkqrARwJ4wEdpmQPOE80gpYNc898MSEI2QAUqkVxgl65LHdim/Kx9AePhG2nCId7BXxYEkgclpI8IMNqKFSR3DOVMJOyIYi/l+tpERwZMcRR96Va0CJ3ch75XA4IaaY+dLnrAsC/Pz85mdL065gfYT/PnPf46lpW4obJD3GQB27doFTdNw9OhR1/ajR4+Gxi/v3r0bn/3sZ9FoNHDixAns378fb3zjG3HWWWeFXtfy8jLOPfdc3HnnnQO/g5TpOHNyY0C3JeyM6M7isSOZUK+7RUabjQIsQwO3NW4JKMy747MLBTuT+FBNk9DyrGWa41AUoB0u496maRLaovt5siTIJY9KRFMDGhqoYqNQciaFzIDV6ONlSPF+JCF3J8v5fl5RYSbI+vi6PhnSBGSRO0urvXLWohk8SSSpwo4ULbJeKYxqgbX30RgUMrFhK+Dae48dV7Y2RdgQ0JvJ32fbtlEsZlhwaogkwqWlJZcBHUaxWMSFF16IW2+9teP5lVLi1ltvxate9aq+ny2Xyzj11FNhmiY+/elP4/nPf37ovltbW7jrrrvwW7/1W9G+RwrkxoBeW1uDJZyEv17mCqO5F2XcjmVEI0YygS3hSuow192zArMouyL9TE7cWdRLzLPRydl7ReNgVdKRpSPB0Dw9vDYngTkTu7ZtYWfFkWGUTDhRn3PFx9tS4ORq1/PQXo2ghCsSdsp4K2BLgdLhjJdLo1TQa6nIEMNVLtiuMOyAarMkW5KPBlx9nLABPaQuA/VLRItKWk1pwqTHhmLStKWTok+bcQxr931xicoMumVpyQ0GwRTipR8NKWWoRzcVUpaxu/rqq3HllVfi0Y9+NB7zmMfg3e9+N6rVakeV44orrsCpp56K66+/HgDwrW99CwcPHsQjHvEIHDx4ENdeey2klHjDG97QOebrX/96PPvZz8aBAwdw6NAhXHPNNdA0DS94wQtCryEq73znO+N/SeTIgK7VamgWGIbVXQutFEZ3r6zVKrBT0lgeGkN02yTBycoOaqTefiHvBWFyLpXGOvon4qSMIMbuOb9ls3fBSbb7z5/vA1acTtQuScAbUlKyIbIuljAk2nwScTXTA6WggMLCkXxkzzKJDcCaC/qAR/qxc3GI1a/ItEJ5ZsGAznMHmRajjluD7lmQZ9uMMea3K7om/Ire9YboBhwzo1IJmCWnRcoG9K//+q9jZWUFb33rW3HkyBE84hGPwBe/+MVOYuF9990HIbrPqNFo4C1veQt+9rOfYWFhAc985jPxsY99DMvLy5197r//frzgBS/AiRMnsHv3bjzhCU/AN7/5TezevTvwGr7//e9HutZR5ANzY0Cbponq0ox2LmF4bwcDkARufygguaNXoWPU0sgAUF2r5NpmFyl5vDmOzk8IhYKNbaXGwP1cSi+tf4qGADwf5ZoG2bOvaAqA2B8SkIOkn22L2VbWSi3+mZKRbMvabgq8HQSYQcnqxDC3Sydp1vsni6DV3MYI966eKRQRyLwsepy8Iga4rg/IRgeoKJ19+8TYkx0/3MSyHEdhlgZ0mjJ2bV71qleFhmx87Wtfc/1+ySWX4Cc/+Unf433iE5+Idf6vfvWrsfYfhlwY0G0Ju40piLFkSalKATH3xOUGxIb1jmmWJbBZK2Oh4k5sjCWDl2Kp6FE1mUkC+lYy1+KjKEeegBCxq3jHqDgJZq0QD5taiWgEX54oka8MsV1iaAaNVWYwTVLTXQdgDaFNPxJj6AZZ40B9YtYYlrfwRzvMKKwtMaZTl3jyh6f+TPv3G0S/CSED3HD6GLuPUhiZIvZ9XF9fBwDMzQUtG6VEyh7oWSEXBnRbwm5tYbxPKonEPseAHv04gUS5vp5OwGrqsAA0624XZXnOcMnzAcBcyZ0YlzbKeeWmbhUgG3oyamLsTxpkHbACPCfC8CtCkPQb2laFfSolipTI2llXxFBuJu8kzUWQly6mBOQwBHnRFYqs4IBKyoNo6ytnqcIxiwb0d7/7Xdx888247777YBhue+czn/nMUMfMhQHdlrBb6TGgNcG+Ur1xsaVwyc5NPAGqEJHwvACNqj/bt+FRhyiXTRT1lnpEa3AdVEo2rUprScACMJbyGz+8ZRQhNtOqXhn+JxmU+M3ss6dYoFsuPcbx88jxo0soT6knfhjsckYhP9TH6GY4RnfQO1rVncDuoEP6JopTMtrPMJlXpR9z/7W15SyjDioGkiRZhHDkiU984hO44oorcOmll+If//Ef8fSnPx3//d//jaNHj+K5z33u0MfNhQG9srLiSNh5BvNhqwD2IpMqrpAGOTI8pCfpomaWUEPJucbWoBRULAKyx7DO+YumPKgRCRCuYQqeIHFIjHBalTgToSmmpnLgtHwPEEAlCVEMsJSDtgEAk1+TvT1mME1nGEkYWbeDGbq1abO56SSRLywsZHfSIWTsJpk//dM/xbve9S78zu/8DhYXF/Ge97wHZ555Jl72spfhlFNOGfq4uTCg19fX+xZKmmpyPL1j2xPPFbQ8KgBu79TIVuJCpBifnQR7FtMK0M5PsyEGyCOWY89J1JtFNAz3qoamycBCQ2XdSmSynFfISjEvIuvbluL5KK7CDLFP7UWaoiUFyYAWcs8lwqVDJdIzGNLsrqbAyJlVqlVHmSmKxnJizFgIx1133YXLL78cgKNTXa1WQUR47Wtfi6c85Sm47rrrhjpuLgzotoSdF29mfeqDbALH5zjyOVNGW8fWS+BtTeBe61uUmiGpVUZf40+rvVLe5b7IWYb1eqGl1LBq+hNl5itNFD0VHwUxigEhXEH3VDLBTsmAsOY4vTLXk8gkGWph758Gp7CHCAhdkRQeQiApXB4tyvuo4rMnnxT69FrNUSzatm1b4scOY9ZCOLZv397x9J966qn48Y9/jIc//OFYW1vr3P9hGLsBLaWEYRo+CTtbEjYa7vjlskcXuiAktD4qB5vNYvbxVGkmyUxoSw4cczlAESJIBSCp2xlH1YgYIkH1jEmHEy7q0ks7mdUKUNEIUtYoaLbvUab5VrDWzQHIghwoEM42goPD/IlBGgMhSmPS0DpFkHzYlKqaUe4Zh4TdBA2V9XodAKDrGZpjM+KB/vGPf4yHPexheOITn4gvf/nLePjDH45f+7Vfw6tf/Wrcdttt+PKXv4xf+qVfGvr4YzegV1dXQaBIEnYNU3d5tRqega2gSZfXqmlmXG0sTYZNIMwIMsXoVQgDBqAgyb22/J1dYbBO0Gt9JLVaNJfzbZkcObg9347OlO6dEAwRcuygOGrD8ndZRNx3Ij1RZL26QNxfTUMBAKABL2dg7HYbdrzasqEFe7CD7n+vd3zSH0/WHduExb7X6/WRinkMRZwyBxPc/s4//3z8wi/8Ap7znOfg137t1wAAb37zm1EoFPCNb3wDv/qrv4q3vOUtQx9/7Ab0KBJ23gHWsDRXJcO5kuEbWOv1ojs0hPss2aXNZL3n/UnrHgYYUWQDIIZxigm9bKGxUfQZ76ImUD7e3SYLjgJA2jJaQzOzSQDJEDVcpmHqAAHGdr/BLQyC5il5PkkRC8MgCwB7dZ4nFJYxEqOyhLhHuz/g70HeaR1dKcCwr8Q9/yce/btPsKGUN+596RsG79Si2Wy6qvJlwox4oP/pn/4JN954I66//nr8yZ/8CX71V38VL3nJS/DGN74xkeOP3YAOkrBLEq++8VzJcBneTVNH09Rh26JjSA+r3MFDVCFKjVGXnXOexS5LDK3shPToS34Na94ONPZ3r3/7NidRY23DHYNr1XVQCsmPhYINbWokEmJSyq9GXPvdtuf8z8auAKY3DFHn8Hc64lLxyCszYcTxIs0CPAYJtHFCPf+ngC8/yFmQV2fCjGEYBjQt2wT8WTGgL774Ylx88cV473vfi5tvvhk33XQTLrnkEpxzzjl48YtfjCuvvBL79u0b+vhjN6DDJOySIMwr1RsWUC6aKBdNVJtFWC3vNXs6ItvjHWSmwDblU61QpEq/7p8Al3VBxNhermNHxZ0w0LR1NDxhAVuNEqRncJGSYkmzVYpmYBJcIuR44GMCChVz8I55JOy2hskfcoBx7Z14tlXVNE7ckHaSSfPbFmJRkNmXe542vE1hUGhO7/0mz++m6N/PqJlbYpimmW38M2YviXB+fh4vetGL8KIXvQh33nknbrzxRrz//e/HH/7hH+IZz3gGPve5zw113LEb0GlJ2BFxvJLVns/2ohfchlCQMSXt1pfo3Zxkw8v54EJmvgfysMlUSbNQ0tzJqfNFA7b06mIXYHsGlFqAoT0MXrWZQUxDh5YkqcU/e42KoL/7Hh37DBepMSDJV/Sjvbto9mynHnm1vD3nNK8n4/6NQhSDJpJhbx25/+2awAxYRWJrgLNowhL5xolpmiiXy+O+jJnhnHPOwR/8wR/gwIEDeNOb3oRbbrll6GON3YAOk7ALIi/FGRzlAPc1a5pEuWJ0DLWmocNsdm8vSwL3hgrk46skA/srguWJQtHCtlJjpGPMFfxe1fmi6TN+LSlQMwogYlRNZ1mlIOy+3ui7T+yAqKcUA5fEY0lLjo+AUsB9zRVJPRYKL4VuF7oPSTSEy6AOfXzKOJko2CbAmJI8B6bBEx6tJyab2BddkueE+KyxbRvFYgpL8P2YkRAOL1//+tfx4Q9/GJ/+9KchhMDzn/98vPjFLx76eGM1oKWUME3TJ2E3ibQ93m1v2FzZAMrd2FxmQtPs3u5GtQiu6v4nkBNPc67iuYPIwVgkiH2ebV1IlHULphTYaDheBS1AbrGo2ajojvHITB1lkUFqItNGmAJHWlh5rEza04Zc1R4HvIIET3sJkyjuc49z4pNQTCN9Jt5hseoUUW2qb6y74InygNu2jVKpNHjHBJmlEI5Dhw7hpptuwk033YQ777wTv/iLv4i/+Iu/wPOf/3zMz8+PdOyxGtAnT54EgEgSdmli2Von/nkU9D5LyUSMcrHrbWvWC072tcdz6/NSaW05o+4sfmAHk0SLz/NLQwwKSBzMC5LJFQJiS+ELCTEsHVtNp9NkJvBSy5huetohIz3vdBrk3CDbOukv5DKRtAQnXK962OQrLFyBAGtpxmZsQ0BxrA1FJvQbA6lsA7AhBxU18/a1Y4KZxxPCMQNN+rLLLsNXvvIV7Nq1C1dccQWuuuoqnHfeeYkdf6wG9H333QdgOAm7QWTt2UoKXyyx1Z5JdzsDLkm3t0m0RP4VIyNBPmN3GIY+RkDsoSz2TMyaAmIzHx1/EHLJQiEnqyi5IMVbEXW1ol/lSn1DAwc0J1mSYD3gQzmey7Gd44uLA6ErYZfZOafknSWnwiQBEIPiuIsSLPuEhrLHoRGWtDvCvZPS6dsrlZAKPWkxIyEchUIBf/d3f4dnPetZqSidjNWAPnjwIIB0JOz0tBQQEiK0apVvRzhV+3oTpuvuhsAa+wY2Lkig4PaIp5XlTjmP7ROTbtB5s+VjYG23ILb8HQfZSEcTO/NksJw/2xSXkkUCibsEAAELZ1rAqgdrDFnpsywfVBo76nVMqMNjWpgmBZSoTYmIHU+bDIsnAajSTTCXhgYYIUs5Q9IuLz03l+3K2KyEcAyrrhGVsRrQx48fjyxhl5cEwiQwbQ3YSK5KItnkXr5lgAwNQNdwYo3BRc+boEtQYXQFg9R0bhNi10J13JcQimTAMtPzKBcWDJR3+8Ndqltl2B79a7Gp5zoZNIigOPTE0GdUxzsEWUDfyUBvP8CCgUqrU7L7FDixnTiUvpX8FIo8M0L3s76+DgAjx+LGZkY80GkzVgM6LQm7uDTM0W+DrsUcbLNeobMJ5KmyBhLOQNf5HeCK7XjN2oYUYbCeaMawhtzH2kaFmWAb6RjQ1qKNxYoReKsWFhrAgnubuaz5JqqmoYNXAhJc5OieiULBGrzTLJFjfW8Awz9wrc9orRFIMEoltxoLM4VOLMN0+GMxRR5XxeSytbUFAFhYWBiwZ7LMigc6bcZqQMeRsEuTafJux4L93mPa1EF2z/IwAbbHc806u8r/MmVrz8qKhJ7jAdDOS3sS8Z5LQQ/2AjbK/tUSssmfCR/zkWR9l+LqbWeNaM5gISZiQHBAmBVDC3FKSEmB1WKblgDJgHaZA2ROEtYUXRgAj3mRqR3CkbUBrTzQyTA2AzpNCTstx8bVxMGA1vQYHk0Cat0BzFy2IXXPPtLRtJ00kpA5SyIJMYy8FKzhPqsSRt1tcAvdX9RoHLHLa1tz06PFmwCcpr2e4m0WgiGEe7LH7HiyQRw6MevNOxE97Zc5Rk7KsORhqTUh8jhBmVSqVSe8cGlpKdsTKwM6EcZmQLcl7OS2Jk5d6pZX3miW0bS7s3VHAixmpbacrzlsrVUmPwKhdYtlgUEVy5eEwkyw5z2DhkVOAmRviW07pEJbQpCQuW8PkWGCludJSSsD3ou0gnXUqrKMqufZlMsmCgEJwLFDpAKYpoE/iSYt9eGT/gaSQG5FHKI82962qeleAzz8c0HeboUiCdoG9LZt2zI9rwrhSIaxGdD33nsvAMBYbqCsdePfynPuWDjD1rFplrBaS0fmxbK1RAbWWIlM0+SNEMEZ3EQM8pRARwHQlprQerw/lqnBqnuaYVNAqwXcoyGW4OcrBooivwlKDSO5ZNI0aNbTuz5p+asm1Lb88dZEjELJHy9dKlqYGyBVNVYYgQoXSUCmGth6MQ19JE9ZXxWQYUN/XNJJ7D5Jv2vNWc6JohXmmYKjp16vA0D2OtDKA50IYzOgDx06BACoLfcv5VvULCwCWEVaBrQYOQZa03Lk5UxiMpChEoNesKEX/N4g6Vl1MGtFoB0jSgxpE0jkf7VhEKahp+MZpXZBgdHwFXYZA8wEo+E35C1Tx0K56XOiJnI7hV8acpbhNEMyptVg7BlXFvdudVZWLFvD5nol1DDnML3htJj45dAe0vwuKYT51Ot10Dg0HJUBnQhjM6DbEnZWOVkXjSYYe+a3XB5hSwpsNN0zvNwkeg1iUq4zAiSiaTITweWlBgBtsQksOoa1sVl0knIEfG44UZAuR0/c5zwtCaVMwPy2+rgvoz8j3urQcsAh+2uaXxsdTI6UWtSDpEmeB6oUJxSFYsZqLGN4trqQndwcTVgo7doM3Xd9qwI7pDIuS3/BGNd7wEPojk+4E6KXSZuMNZvNsRjQKoQjGcZmQK+vr0NGbOybZvQ68USMOd2je6sBC4Wma9OGUe4YS5YUkJJyazxNUwNOtK+QgHc0lLZ74NmyKzhG7iQ2IsaOuTqEZ6SxEnCzWQFluxPDmEGVhoRgAEazEGAEcuCSOQmGCIjjZQnINHS7JUEEFmlQJE3eCysJwWAR4lgScOuTE0Pv+d22RbjxzcFqIKqITbLc+7Lfj7xvs9lMpULeQJQHOhHGZkDXajVYpWje55qZfBzmUrEBADCkhobwD6w2+6WSmEf3UFbrJVCeE8FiIrdZuV7pJmJUa/4JWLXu3iYEY/tCzeec0sMGsjFAzTzfaQDF/NwrL5IJVoxwFNJkoGeUGeCAoh+WqfmUHNimVpJA/kYgJqQXoqIMMhdEfhWapPCt1GkyVP4PAGRAm5bSKXTDTJB9imLxMN7tGMyiIW+aJnQ9ezNMeaCTYSwGtJQShmnAWBpvIQVLClRDyiBqxNAC1AC8IQG2LUDEHcN6UEfJcWZ+Y4CsmJ1knr05BGgh1eSkZxlU2sBatYL5snv1wvu8BTG0gGc8bDW8HN+9XF8bMJ4Blyj4HS8GJDkaDR28qQdeKGuekAhG1/CMoiiRiArH6McIwvlueW892aEX7NxIq4Z536V02rXWZ1LFUkBoMvQYRkP3ywH29J+5U8HJwYqzaZooFiOUYk4a5YFOhLEY0CdPngSB0JhP3oCeK/RPSuxFsoBlx3PDeI0nTbdRrZU6BnShaLkGWF2T0LLyYibQ0PM+27RjPq+Rz+dZhbABBLUwTUgIYkimzvMftFrRMHXIlKoQ2vP2yF6vWq0UHB+cE+bnG6k5O5OIpeSNIigk8chbwIgJsBbscFlH7hY3op5/K5z3LK0iObkz+sYICQldt0MlJYsBlUUNs5skbfWp+MsMcMbqVHl4trZtKwN6ghmLAd2WsKttMwbs6XiJ44RNLBSbg3dKEdNw31LTs1ZiWxpYZ/fAGtaYczBDThKv9uowpGVwjootBWy0PNStCVNQu+0d6NsGLlHynTktWGolfQSSaKvDDDyscWiRGi5S57h2ufVvCehV/5MmdlaTkpoQp6nCMSpSkhMukwKcsQY0cz4rKY5CewGmX7IoM2CL/n37oBAT52STdfPGZUAHK/OH76sIZiwGdFvCrrp9sLe4apZghCRFTAJO3FjPMpYlgKJ0j62S/BI5EiALTmxau6p2zvqG/7+9Pw+SLbvvO7HvOecuudVe9eqt3Y1e2E0QIACBgxZBKihZdMCEDQfl0ZACbBKEJMiSAmGFELIMkgABSSYxtkcw6Bgy4JCNoUyaJjhDBWPCoqGQYGHCEBeMMKKCG5ZGN/r1W6vq1ZLr3c45/uNWZuXdMu+pvDfzZtb5RBQaL+tW5s3Me8/5nt/5/b4/XpMgCpG6SlvOEQmrANEUL1aMM76Dwc7bGEOm7PKnLZ7I+D7/krMib2OeyPGt87HPz7dS7iuZ3QnUTBHcEyGANMq5d6khQCtUZ7BovIAl0suuCoSKiUEjQiTolI9GJdhGsrIVU4NZuZ9WCSHE/D2gAR2BLoiFCOihhR3PWURYFoNg9uJE1Qh5aqSEpucMSjNmsRXf2uXFRZgug7TKK45ZBEV0u7sUaZdP/HOVgGzx8HKI2VYxpwJqlMhKFwH1XavaOzpFC1QCiHr69ezWEC7aYmMR4ZiwcCuHvNaWmvIoy32qNDeigmBGMs1NSpKaJigFAYa++pKEPQlmRIjw/qzXy+lxMQldRFgMCxHQKhZ2KjAqlYq52p498+ARlB0dH3s/0oy9N4OMtBThBNQhyflP5e1JgKxQMIimuCVUiUBxgiFUAmvRbVApgaCRfB7T5KmBg9IkZIond5UYDBaQZ1hVMi4CyYDUcBMBZCtIXSBJhyX/hIYt3RMFZVWAAHRRC+UKsoopI7NAiISRshNJTB6pbeH12Ruw9ft9AECj0ZjpeS6FjkAXwkIEtIqFnQp104+0BV96pl244+KaAEBKRFqmBJUy7ntScYcQzonapFzB+XucQYq9niqEINkc5Bw/VrQTboHK5GMpwlcC4M7CXC6XHs81SmvjXQiK4pYaIvV+Iq3km2RMnHcLzdEMpMKLrqJIK64rhBLt8TTZECIT3XMvQ7vdBrAgAQ1Ueq5fFuY+Qwoh4Pt+Lgs7IQlOnPlvb5SF8oq1oAs8TVQnXuo8NYAMd6koChWglM2+xS8FrbYoqQiEiVT7vnB7MrZtTyTSpgJCJIghgLFonRQEqEBrbyC0BmvVyikYJgVEKIXHQEuKwGY5e1SG83SerEJMKQGcC5CVT98gEnZJArrKKVOa6XQ6YTfKVqs199fWKRzFMHcBfXx8DAC5LezKys8qy/Zo4muqeizPESLDiXnUDS2lTFcYcvSYZICs8aoHeXNjFZDucVkv6EUy6f7a2e5G/s0FgeMl6wacngXJaZhiMv68JX8cpVnYxdrBa4pl/LMt4nMOAgqSkQ01q+9+VbvTLgJCMLFJyyzEi+2vAosU0DqFoxjmLqBVLOzKpOvbqWJABSFJ2MWpAqR6x85Cyg023mpYMgAehYgZQxBDRITUssCoqPZ2aAUmF0ZlotEMANRtDz5nkc6dUiYtHYHQx7ssyzFNOQhbVLrb6EbLybx3Xd+AP1anMp7GFARs4vi9iNzgCo9A4a7Uok+iIEgFxvtuNwxQrK+vz/21dQS6GOYuoIcWdt3tYnOVCZHYrvULfc5pSCQ72i0EmdF8QRF6mR1xP9bu3KfJScAUEFRGWimbdT/RhrZQmCwtWqJJEm97T0h6dz4pAdexwHtjQw8BkJJyQqgsJMzc90z4Fc7nllRCVnmWMtPzn4ug7HvUNoNECsUwqiyM9F1QKQlc3wh9h1OCATxgpUWmXXd2ZyjNcjAsIlyEgNYR6GKY+6wytLAT1vSB88yrhxHOnBi02q4LSiwg4ljIHJ5WxO8wmMc00j0taFnwxwS0JADZdxOesOO5vLyiTVQuQ8+1ICus78uKzhCC8EKLWPEB8FKso9KcPUi4yzH8s9ivUqn89nCFT22VoVmfO5Fo2D4IkbBYck5xAwM8JXItJUGvb0fSA4dpXcMupdNYJUeMVXovZbBIFw4dgS6GuQtoFQs7NzBWJgdNAmoOEqt00UqAxiLkRjclybodLRiVBHCuBaPDaMsHMQDhLL+QDkqMYqk0t8miiKYyMyOANHUpAwZhCnScqIuJnXLObAFNOmTGgqAyKEyemiR2RuQaAJp2MsVpZDU64X4vsx35JMpKQZRI7kppogwGAwAAndYdpgx0BLoQ5v7NHXdO4C+4gYqQBKcFuHsoDRAy1hRlyQlS7KtmRkR/CAdqDw3UHhioPTJg13w0Ww4aW4PIj73ughgy8kNTUgKyoEwU3oVwkVQ5dUVKgPdnX7fbdjIFzA1Y4mfgmWEn02HIZUrohdB0H1gVhCCZXQBnZZIIy02JdpVVd9VYZECGnltGpv0wKsCogG0HsGt+4oeysLZk/IfS0MauKuPOoiktIEHKGdsdx1mMeAYuxoC8P5fgl37pl/DMM8+gVqvh5Zdfxle/+tXMY33fxz/+x/8Yzz33HGq1Gt72trfhi1/84kzPOQ/mGoEWQoAKAr8eXcEbY907AnlxQam4GjQttZxqv4DcZa8qKQVi9ogSCUiiM9kk5ILeOkGyY6DBBGwrek15vgG3H80nJBl50WUNkIVR4VNTRcqUtvVlvh4yFroZ37fkBO5xcnHN1vyELRupePfFRaE/k8sxFNNpV6ZlJaPew49ZYrJ41M1SqonneWBsMRNp2SkcX/jCF/DRj34Un/vc5/Dyyy/js5/9LN7znvfgG9/4Bq5du5Y4/uMf/zh+7dd+Df/sn/0zvPTSS/hX/+pf4a/8lb+C3/3d38U73vGOSz3nPJjr8uf4+BgEBE4rOhhQImFQDoNy1Jg/+rnZPMNG3cF6zR39ZLVbto1gKW3EikBF+GY+R8WbqKjidK2woHHsRzgMft+M/ASuAR5QBPziZ1XShuaFn9EwoyrwQGGY4wSsSxM/eGQjuN+I/HiPGnB7VuLH769O10NJAZRZ7DsjRoluCssynxBMj24bLP1H5bMra3dByquZL71IAV12BPozn/kMPvzhD+NDH/oQ3vzmN+Nzn/scGo0GPv/5z6ce/6u/+qv4mZ/5Gbz3ve/Fs88+i7/zd/4O3vve9+Kf/tN/eunnnAdzjUCPLOzW81nYGZTjTusk8pjDzUgL5J5v48ytgeKiSKOKA5/yAFG9t3BpWI/O/H7cXY5WEXm5sfOQAUFAWUQEBiLdrslgPFF4dJnJmwsKT1fbz43AL2CSSonYEI8ARynfIwF4PX2hT2KuNSAS0pSlplXMBJOgGZ0uZ6Xq6R6LyJ9fBHl3DAyD555b+bnFa+5dmhUJWnz9f/HJ3Mf6vg/TXMw8QKQEySlKhscNOycOsW0btp3sput5Hr72ta/hp3/6p0ePUUrxwz/8w/i93/u91NdwXRe1Wi3yWL1ex1e+8pVLP+c8mGsEuggLuxrz0TLd0c9+o43v2jpA03ThcBMON+FxI/ITL87o+vbco4wiPnFeIUgRutcSczMrGBb0xH+8wIDjX/y4AYN//hNwOor45Hr+kvLhiWJUKQ1KRcINRaMITf+Rtoj+WBK06QO2SP8ZdgQ9/6m03Z0iOn83StV3cgguvrNpP0C4cA0CBh7Q7J8F1QVVIc0oCIKFCejLRKDv3LmDjY2N0c+nP/3p1Kc+OjoC5xz7+/uRx/f39/Ho0aPUv3nPe96Dz3zmM/jWt74FIQT+9b/+1/gX/+Jf4OHDh5d+znkw1wh0moVdKDpmm6yFpBBjudPjedQAEMTynZ3AjBSNcUETx0zD5yxsLb1o5pxTCgDCzmdDuCzY9cst6KQkCM4XYk3bGwl8liIKxh8hRIIyWYqIJgW0TCdkgsXXjAQq6RQZ0GZQ6eilvMRbpFmdMC0eWewTGn6/3GWAn/IlCbVaBk114IJUchNiFqQgmNSvlhCAB4DMGBcIE1NdhS6z41yFhRvnPDWCOw8ukwP9xhtvRDyrizz3X/zFX8SHP/xhvPTSSyCE4LnnnsOHPvShhaZn5GGuAjrNwi6l7YYyQpKEaJ5EzfBhjvl7CknAx8SwkAS9lC6F8U5rVYHm64qejQSoq1BAmOJAVyWEou/vPAbT8bNhVIAZHDSmUrMi0xLVbQGvSuAaM7+XMos+iTu7wJdmgecWe69D5wVaF0CKkZAQFCKlqZIMKHD+3gghkMMFiCyuiykhYYc3jSbvDu+0eVRyCjllB3PY7MYwsw+Mn09akGHec7qUcmEC+jI2duvr67mavuzu7oIxhsePH0cef/z4Ma5fv576N3t7e/jt3/5tOI6DJ0+e4ObNm/jYxz6GZ5999tLPOQ/mKqD7/f7CLezSoESCxgzz07w++/64qLbgeyX5VC+gPfiMmwCVwhlY5x7C1Sbe8pxAgsZ2cSmV2GgO0I15HruOWYnGMkIu1hqsaIoSk4uCUgGaUsMozQvBvb/dHgUQnMDA4XH6pMj7Boiin3UVtsY1+eCivIJp15ljasL4fJmxsI4vuGsx164wZzv9WuecwvcMGCYvdOEupUS9Prud7mUo04XDsiy8853vxJe+9CX86I/+KIDQge1LX/oSPvKRj0z821qthlu3bsH3ffzWb/0WfuzHfmzm5yyTuQloIQQ834O/HuTuylTKeUhy6UGjYV7cdOK83WvkuQWJGtOfv5bg80+zqArUpWAK0e00eE2isZO/TXvVg7VxMTyNNdvFmh3tsx6s0ciuCRBOAifdBsxYsSUXFLyklvNyhvtpHggxewHrKhCJYo/l6jdMH0/vP0n9G58z9DwTvUH0eg3HueT1tIiroApb8ZOo9tmtEDOmcRhEAim7J1IS+D4D99hUNx+V3gOO4wDAwgR02Y1UPvrRj+KDH/wgvu/7vg/vete78NnPfha9Xg8f+tCHAAA/+ZM/iVu3bo3yqP/gD/4A9+/fx9vf/nbcv38fn/rUpyCEwD/8h/8w93MugrkJ6CdPnoCAIFhzYdEgkrM8b4ooR+u7VmLwZkxi3JVGnlciC2EAw8gWAVDh/M088LrC+RfhLkCS3s+FUVA6gMpzFCE4DSpgpAz4ra3TxGMuN+DHBI+QBO1+LXGsELTyokQFzzXUOoDOm5IcLorAZBxC2ImocjjOJbfLKRVgTKRe35wnF3FFXGdljQuMzq9o+TJU+dwWATUUQqqK+M65TJoyjgiFHcGzszMAQLPZvPR5zULZPtA//uM/jsPDQ/zcz/0cHj16hLe//e344he/OCoCvHv3bqSJjOM4+PjHP45XX30VrVYL733ve/Grv/qr2NzczP2ci2BuAnpoYTfYDC3sZi0cHKcfzNd3VUiSq+iQEAnGZKidh5OKRPJGjAtqhQt2EQVD0lodgcXqsxekmYynFg5WBZsFsFPG9pYVtZMMBEX7PDouxt5OWQWFl4Ig0dBkqaGy0mpI1RmCZczMBhXA2K4+IRK2GabJeQHL3D4PqlCorSm1aLfSC9yS6HQ6ABYnoOfRyvsjH/lIZnrFl7/85ci/f+iHfgh/+qd/OtNzLoK5CeihHclgy51ypDrVjhXkIJ7DZcpEfqz0Y1vR5/+fpFXiK0K91SlSk1itAbnMttzxAl6Lcuw2+jjsNSNRRIH0aKFqBNH3GaQ7Y942lald2SpFhS8/QvNZLc6T0BEpfVEUT1MaIiWBF7BUr+ahDeWyUeVUKHrearwUqnU5zoWhgF5bW1vYOVRsGFhK5iagDw8PQwu7ChYRVgoKkJRcKmJHJxjJQ6cJ6cqZo9ClFhAWcJOqzCtChB0HV4WNxmDRpwAgfXJXFSqyqs1Chvh05ntBMkCW1LmviAK9Rs1bqgYhk87VMgK0TC+xkPMFSxXeIz/3jKj6IgUsF1RH25ec7/zkx3If2+12AQCtVqus05mMSvvHKlmOVYy5Ceh2uw1hLP6LyIpolIUQFLxX/MccemNKgFRbLJrd2Sclccsp4EyqwbBD16qgIqAJQbR1U9ZwsKhhgld8J6bijUfK3C1RwaQcJk1GtPl53U2awxIQzg3xWgHN6mFlea7PkV6vBwDY2NhYyOuXnQN9VZibgO73++AlXLieSHYaLJuOq+jdWNYFWGBEL36TZH2kQUOqdUMr4LuZZqR/+Seef9v3gLPSHDEWwUxRO9U/lQAkQRBcLBqHhWtpCEERVMDq76qwLMvCrHueMj6y9wsELaQzIEF112RFNDVKo+rOPMDi3Vv6/dBVamEpHHPIgb4KzEVACyHg+z78jcu38M587gXcqKpdC8tCugxs1hxoQcAcEmnGIklyu1ieRw/lcE4Z3lTVHicnQyXs2uzXZGkOIYoU0ZTI5XO1hk8n65oiAATgPrgovJG2AGLpTYQA9bVw16LS+fBElrc4LAAnMCq9e8sqHpG3jQAm5fBFthD3OQNfwBwmUV7KSlgUWuH7rgIMBmFq3rgTxTwhIn/q5ir1iCiaucyWT56EPqNOk0NIWqgDx6pB5mxrRXiykyFJWZ0SAFIAa68RWN1wQnB2CJyd6IFBU0LUFvf9lhVVmYSVYum1rPglNlcoJPIe7yjmXnTYG2fQNSCZhLkZLVrmQcr7kwsS2jTZTKdKeIGR6Y4xK0UIX7PE+64Qq0kiQImEzbKLXoepJi430HOTblJVXiBoLo/jOCCL7DqkI9CFMBcBPbSw66778AQDJdFBORxoyhddi4hWe66hlsZQ4QGTSID5EoYTnmPrvkTrfvQYd42A18LLSphA746A0UuGs0neuY+qBbm9eXbAKhnT5Cslzrkz+3CTu1MgJ+GtFPdqT2v3e15cJgjAxwWtJKD9lIYhE4aqVbJ4LBOzIrs2WcyroG88nSSrUDcOqXjkfe4QCVpSYazjmYWkIcZxXReMLS69TOdAF8NcBPTQwq67HW6Xx4WsJxmAsbxGIiPb0WHnrPQbRGWgE5LMbHkXKFZLywVERBeJ3ZFAJ/zujr+bQl5zEU+SEI4B2o0OHswhYIPkd+NuCaw1irc+XBRukH/QpBnNUqrCMlqFpUIkKM67v1vRz1vYKYLbZanON8QnkBWOKIPIRAtjzdWEAJlNbwAkUjDK9IGeGYLSVN607oOXxff9hQpo7cJRDHMR0CMLOyufGEgIXYnUqHV4LJ1ra/Ay2yIrkdaQpWSoD5hdlS4vSA0f03oA1KPbmgEn8GODFe2El2fntDF6rNZyE62qlwnPq0COcUGs2rCae56weep7l4KAnRggsftSGDI1Mq36+c16txMStu4uA8ZE5fylx6l6UduwgdE8CUVxRkHl2FBMCLBRv3BC4pIgmFBgqZSZcF4YfNXwPA+mubjdUh2BLoa5zOZFWNilR62BhhF2UxMgkciwkASeWDKxonil0sHsQp65CoOXBFLcoQqBMAkST1ewOehjG+u/f5Eb6OzacGrRz4m/yYFlnwsDhUUFS4suKlJmHua8ESBw/CW7ZyYg63P+bqgEESSR4sE8Angp7a1tCWGlCBEiQeNe8AW1nNdUk7JyzS/LuAgmRJ7vAofXnwHAnjDuMSomplT4vgHfD6/7Shf5lkgQBIvrQgjoHOiCmMtsedw5gV9yYRmFhBVTd7VY8cYTp4mudyHGakZQ6ha5EDRseJIXY/5tfak3/ZgqUTtKieQ9rAOkDm4D5LYALBk2s4gLjpjjgVFAJLsqDhxFICSp3EQ+CyTnjtcikABEXYTe0wkIRHzr2BCwa37m7tdVFSKa6mFQgcaEVCFhXszLA89Ev5uMvk+9ni8ZtSYEpeVLq8A5h2Uli0bnhY5AF0PpAloIASoIvHrx7XdVtgwFCB511uCP5aB2mYhEdWyDo2lFFSWj0a1JFcshzgngKwiSFZoD/QaBc9vDTHJMnrcZnwLh4ffD18hoqzzMUY3+reSxjmWekeohTCoS7VuvrVDut2NmiEUFOJn9OZacLM9rSdM/Fz72eREi4QbhkG8yPnH8FJJg4FW3IJcROUrjqyK04oV+ZZ7ZtOfOM29Pc6cZT7eihsBaM9psK+AMbkq6HKUSBGEq5iK/IyEEbHv+aTsjdA50IZQuoI+OjkBA4LSKF9AqCEkS/s3xaE4QMPSc6KrQMHhkm971qzuplI3KWCMYQGuzRXglp2jeL64VAZFxQU3gusnvk1KRyOMzDD73QppVSg+peg5qIbhsYdudWULAGEudk5Lg4DRsHWxZPLVNNiVylO9alpdvUS4SZYmfIhw4pi1QZqGI913m/TiPbr/jnwElMuHqYjKBekoU3OcUnV4NAMDYZPeOMl3mpJSo1+vlvcAUdAS6GEoX0Hfv3gUADNaXLFfgnCBgsc5nMtlkZAEXmOwbmHUnigytvnJiH1+NOyktjUGkbJ0bJoc0g8hEOamYtePYKyUkVyndo4hqe+Kr3U+LxPOizkfj9B0LhEiYMcu/LEGtek2zKjs6oPqLvWqf3fLAOQGf0m1SSgI6qYOyJBCKu2JBEAYTFymgdQ50MZQuoC8s7JZTQOcha6VKxu11pg3KRIKo5NMWcFFTT63L0LKIgzxIJsEUClvTjhSCoG76kUgeQ/oELCQJx6yhCCHJhdiiUXGyqbyFnWKUs+qiySig4DVvRDnc3U0em70DEz6eFrlNi8KKFRpHNBVgkRMTkaCKBglnZ2cAgEajMeXI8tAR6GIoXUBfWNgt9ls4c+tznyQDn12EC+JXYcrHITlNiuhqz+vVgQD+msI1RhVGkKyXJDJ1GzxNuDEiEQQM/nkzEULT2zgbaY0+clBEG++et7iilqKRlrz0Z1lFaMWLVbPG1rSaEUokpBRzyz+VBfj/l8kgMBfSzjsvZaajFEFryfoEdDodAFisC4eQ+VeyesWbSekC+uzsbGYLuzTizVamnodbm/k1VQd84U7YHoqPl4KAdFhU1DFAxiNPFCBxi6sKcvrS7M8hnfw5pZIQBK3lEUxSkNRK83Ev7LuPtkGYxPZGL3FczQhgG8XWFZS1wJQSytucqVT/ss+NqMlwEXeFucz1Nj4GcxmNeLMKFxVOwuOs0ulQVkm++0ISDAYVXrSf7xoWzVBAr62tlfDsOdEpHIVQuoDu9/vwK2wnVSVI3FReACTmyyuphDQoqENH3dAkLd/+jg0A6iu4nlhy5lOqPTRGDhurQJ4t9Eg+PaeQHDg6XE8cRy0+cmQgRMIwQu/VnWY/ES1atFuBlARy0mIyJ7nbeC8BMqPJUFUwKrpIH4puDqA/VtBNgExLUkJkpTt6XmWuov3iUEC3Wq2FnYNK88ar9w3lp1QBLYRAEATwNhbrwLFKEEFAHBKxd4t3PgMBZDygEY92SYD6+W8NGpTXROUq4AQG3F5x0RbhMYixIrDA4iAA7vXtSJSOUIlWw0n8/ZrtwWaXvy9XZ1mDUM3O+oYkAVG4n6pOlS3Y0pAA/IwoLsHkaPewUcgQX9CRk8RlhXeVUx40i6XXC3cU19eTgZG5oW3sCqFUAX10dAQAi7ewA5mLtU7kNYXapFzo5CsBEhe7MZFNJGB2oqtQYaYI7xWFFuBLnuXJu2jGxYLkBO1Oslil268lRNLueg+EJCPFXCQbrFS96E4FIdPTadSe5LzjoGYihEiYBaQEFClQpSSjHGQhCbzAGFme+hMEtMnS87gpkaWlkxS1sCnr/q16cfHALSdl5NW/9rO5j+33+wCAjY2NUs4lD7qIsBhKFdBDC7v+gi3sur6d8HcuG88zlNpKlx7Siz0/4UDzoYi4cAR1gnj3c2+D4LxrOsT5f6dFoiXF3O86bwNKe02kgIXCZnMw+5MUwSVyaeO2fJbtY912Et08AcDhBnwRFdZrpovXTraTzytJJcQ1KaFx06IgppjZg1xKUplAUpWjs/F+AZNyk92M31Eq0DK9zMLAeMR7+NiQadHyKlPlYkigGgv/wSCcNwxjLo2g09E50IVQ6jf44MGD8P9c68GiBJ6YPQ9ySBGuA6pUzXasaIxB8jO1uhKSAO4mwcl3E0AS1A8QyU0mErBP5Ugzd29SkK3ZxKXwGFgy8yCToCExW9vDaqFyrREye765wUSqeAaAGgtQi6V7vHn9Id619Z3EsV/v7eNgEC2OcQITr5/M1/OUmdXcHbgMJCPSqakuAiRzjhqPeANAw/TRMMOmH25gYJDRrEtIwJ/iW6ypPoPBAGTBYoJICZJzRZ33uKtI6SkcEhJrzR6akkCM5Qf4kqLjR50xBEjlt4CqAJlnO2MJgADODoFk4bK1fzN5jLNz8d16GwUUNboU1pm+cauMSZNR3reu3QdixeX/4ewp9G5YCTekTq+GwI0NQZJA+ikroXiB7RIjCSDt1RH4VafKEW8gGgyqGz7qRrKDHhDOjx3XRn9Ci/XVuEMUINWPysdxXReULjjaI5Df1UgPVZmUKqDPzs4gz6u5KZGgY4m5BjjqLDpQDLgZEdkDbiKIJeUujcBWOU9BkoWAEygivc46I0ory4k+3gQImmPd+OxqD2hyAQNuuz+7jWJVoIoXoCcYmlYyjWvNTj4mJMGTbjJnu3+6wK5dRUNw5S3sNOpQpPvOj5PnqiIArBQLzEDQRMoKpWLqay4Syw4Sbbyrjud5YGyxOwk6Al0MpQrofr8PYefPRYwL6qbhRgRzIBm6gRUR2XkE9f2z+SbrSwnwvsJHu4D73+zIauc2EUBY59+tVLPQm4otZs7RplStNYM75xz8MtmwHGyZSW/qIqBEYm8t+dz3HAuiH5t0sqLSit9tIVZaBbQCrwqUyplzrjXVhRIJ20zOy1bKvcQFxVm/DpPx1L8ZwqiAqSi0/aDa6Shl5Ut7ngfTzN5FmAs6B7oQShPQQws7sZW+HZWX8e03iwTYtgJ4woDLw1OPy5h4sZOQxaSFKLcFvsIXnaSz5+SCSPjN0f9NeAATgVGOtLCBYE2lJ/msJwfYdgCTVcDXj6R3NFRFJcq0iPqDVCaYmcqHtUTRHG8I0PXkeCQLEL+0X20BXZUgUhH3TNW37OmSbJLGyfpcpQS8gMGbIHgpDQsjBwMLgZd+XGtjELEF7DvWlZwngyBAvb7gHTVtY1cIpQnooYUdX1eoBLsE8cncjuVlChAYjEeO4pwqry5XvYBwIipmIgTA5myLJgBg3YtBWBJApizYuR3+V9iAWAvCwTguhmSKT/aKMeu7I0Ti5nq7kHOpAsQnMHokEZ02ehQ4jA15RMK9EQAVbRwCIsEKOLc8TXzmQdXFb1CA3Wnd9KuzyEyBlpCSIUTYLj1wjbCDbAqdWHExaQQwzIsFlZDJe3YcWdFbVJUgCGDb9kLPQdvYFUNpAnpoYedvlSugp0EhE61I4+b4UpJEdfPcJhxFgUc4Zl61Uw5QBY3bv0bDbodzxOxcYiIjAFLcFxILaBn6I8f/luht68JxhQkv7o1YMtSfPBFHKGibVrLQvrFw+1+CiMioIlWwBisKnxewG1GS4hAg6DqzC6+ycobljH7qdIqqkylRLCkxKqpkRMKY8N6EQtC1TIQQqNUWXBOjI9CFUNrMNrSw83f6Zb1ELk68eqKJSjwKQoiEHRPVQVxQK/jbKke3VVoUF3AtswGB1ck/iAoDy13eHT93CYi01tIsfl0ANC7ILzE5dl0bQuE7XqXdjiO/hbY722ThBAZ4x6z0JSgbHIFFUh1ySEBA3YvHhSUvPOILSL/RXA2EJBWOawNBQAGvvFSmrN2LYeGjwGSbP85pJXZipJQLT+EgIv9iv6SeQCtBqSkcEjIs2CqYYf5zHhxugl/ipjHGcvWkJBAK/ptuf8EFAprLERM/EgCP5/2RsLGF65g4QnP08Ebdyczv9AJWTKFaBaBEYNOc76KYC7ocbbKZPLd6jCItQIzNl9aBAePAgDABPyV3n7eEFtYFQVB9GzvNHFEIbk3y17/srovjhDvyjUbSaWiu6Ah0IZQmoMct7JYdqdhdjdCxiTQunFb8WpQLKKx2t+e4xS0B6VH4HoXfu1go9cxaIgVkY6MPgwl4vgH4NJzNmULyWR4WoCt3SnLgWARBEWJV5CgaHvueyHkFPPUA+0kyYifadHS8MCV4yxtF37J2J4rMLTZWZNwGtHjWlMNl77eTkxMAQKvVKvJ01NEuHIVQnoDunkKsUDtdJQguJsz45Byfm1RWsgsoiOMWQaCwWA42+MwWWKJrgijkaEtz8Xe49JNlQycH50UzHgU7d2kQdrLJjDQkYF1cGBIydxoHLSBSWa97qyU0FN6KZKhclUykPkEShE0/wwsiKxiUdb1c5l6seqGfZn5Mct6oAmzJPKDPzs4ALF5Aax/oYihFQAshAEEgmrO7Mcx0HiAYBBVLp4gHnISEsKKDAOHJiNZIOBcwXhgKO/DCnH9jFOrQlc27Gs+FvYAA5FxgWxKyJsKizTSL4xIKHRu2V2nXABUIJ2DJ/ixLS9CUuWzRsnbIOCegVKJW8yOXU8CTTTPKhlIxcwEbIXK1FnsVp7TGZUTOPpaR/IGGqtDpdAAA6+vriz0RncJRCKUI6KOjIxAQ8LXiHThUbmhfMHTd+drFcE4h0loRZ5HiQZuWRwkJQADWAQWRoYVbvDugZPmCb/UjfUPME5LnmpWx/2bsNMStnN7ypgdwuJFoFuR5BkQBjgKzUoQDh3IUbIVcIYLtALO24GEs2fTHYALIELMS+XM8CZEgROYS41X/VooQiwYT1fCHrzp0+aLHRTAU0Jubm4s9kXM9kftYTSqlCOjXX38dQDkWdu6cLbEANW9QIRQstBSQRIIQAuqHO87hNm/0dbgVzUFeRPS48sz745AE1CnweohdW/v1Nr63dQ+4Hj3sT3q38Cjmu+oJA998eC3xlGVG9L7d3p35OdqHrcqLr7wQn4Y2eyuCbXBYRgDHTx+XvcBYGps7j7OZo/KEyErv5jAdvV8ovV5YP7KxsTHlyHLRKRzFUIoaffjwIYDFW9hdNRJb1wNAxvZ/hQn4TQluXzzOHIB5s98kkmLu7gH+ejR/uJIsYPz5nuZ9fE8z+piQFO/efjXRvfPAW8OpX08c2/WTuze3G6cw6RWtbSgA4hGQFfr4hm5FtYw2z+Me/DLWFVanYqjRKWA3lVJRWo67ilPVVaXfDzXR4n2goZDCUeqZLDWlpXCUZWF3lTHaVLneKZ5LzFxgsE8gxoQucwjYWFSMukD9SfiH/X0SppTI6X6QwgDojIWjkhPYp/mjQEsS3CqF+tYAT9eOcx9PicBGSgI8hcRWijXdWZD0Kt0wBmonWWEkkxCNArbbV8SisAzGRbIAIjfsZVImKJC76HPVvpWqR/L5oNoCugoe0IPBAKQKids6B7oQShHQVbGwa/s1iCp/9wJKRYEstQBN8SUNJLoK8poEH18QrwHuTvha7k0PxBSQHgMZRIUtdWnxBVuSgLoFP+cSIY38F2zN8lMFsQq+ZHBl+jCQJZa7PBk9sZcxrJrRuVKZKo8xiqjkPy8CIUlmTUE8oi1THtNcXcrSga/8+MdzH+s4DihdfG0KBPKvMBcv5SpLKQK63+9D1IqfUIUkCET+Ve6sHdAA9cnEd+efo62CZPmitvFjiMUBKxqt44JEmtQQU6BW88OOVGMIzq7uIlZ18FEQ0FUiS4Tfbp5GUka4JDhyWonoI5d0YhexvLBBdcWfKtIAMGMgYljktypMEsTxa4oSmSvKTUce2xI01pF23k4lVYILWunF1DLiui4MY/EaQedAF0Pho4MQAn7gQzSKt7ATcv6DmfIgUoFtonlBqAQxxOiHGQKtuovNtUHkp9l00Gi6ox/LDkAIIj+XP4nC3k4pEPfqTsB9bsGgHBYNRj915uNO8wRPt44jPzcaZ7jebEd+rjU66LhW2CGSIvqTxQqN9X5TwppxHCWkOlFYXoAYLWMxIM5zs00q0LT80U/dDFCz/MyfYT7x+A8lMlFjsKwEnF7dwEdJeJ4H06yAte4whSPvzyX4pV/6JTzzzDOo1Wp4+eWX8dWvfnXi8Z/97Gfx4osvol6v486dO/j7f//vjzo3AsCnPvUpEEIiPy+99NKlzq0oCl8KjSzs1ot34LCpj6bhohfYGPAKXISaCI1Geu6FHS8wsnzIenSScQMG3zcgTIL+U6Efn3XMYPSyJyNJQ5svTTVRyXGtMx91lhSLN9YsePvJYarXriXbo/sU6FR7wVJEGpZmPtApntOmJRLXuEHDxwTIxL+tslPHXCggxXMZO2YGQYBmszn9wLIpOQf6C1/4Aj760Y/ic5/7HF5++WV89rOfxXve8x584xvfwLVrSSeoX//1X8fHPvYxfP7zn8e73/1ufPOb38RP/dRPgRCCz3zmM6Pjvud7vgf/5t/8m9G/Fx3NL/zVRxZ2m8UL6Drzcds6hmOZ8Mf82nxh4IG7GTnWFUZ5JvBFoXB+1KVKDVAyX1LForopQRRSClQiXfFIUs0MUDMDNC0P9WtHAIATpw43Zo91+vomjG74JuSwNTawUpHHXFCJv3TrWzM/zSJ2dVSgGSkIrY1kfrYQFIPuWqLGjGTUCSpkgxWDBIxuxcckBUzGKxPdXhTx9z9+rU6afwTCqHdaVD7LR5pRAQK2EkMdq7pzUklwzmHb8+1NkUrJAvozn/kMPvzhD+NDH/oQAOBzn/sc/uW//Jf4/Oc/j4997GOJ43/3d38XP/ADP4APfOADAIBnnnkG73//+/EHf/AHkeMMw8D169cTf78oChfQZVrYrbFQlNeIj9p4r2cKbBvd6Hn4m3hor2PdDv9GSIKjfjOSjlF0gaHvK+b6BvknUyKmu2BMQ1KAK/hCL6LN8fiEtFUbALE09utv6Yz+PxcU3360B5HyOcq0JiIVn3mEld59MBUC7Ji9mV+zL2Zt01EdKBUATa5LM9KzEWwHqd3QEpHtSVyhlK04q5RbvSjSRLYbJC9YSiTWbBd104eXUSsgJEHPzb6fCaK2gpr5I4RYvIUdUGoRoed5+NrXvoaf/umfHj1GKcUP//AP4/d+7/dS/+bd7343fu3Xfg1f/epX8a53vQuvvvoqfud3fgc/8RM/ETnuW9/6Fm7evIlarYbv//7vx6c//Wk89dRTaidYIKWkcJRlYdeg+S0fbBJgv9aJPLZbi4rsg8EaXH7xEXicRRoCyIwIQRacp8zemtJJE0GEJicKEdBwmz9yIMpbJEhy0YI9D9V2gao8vm+oeSyTrGsn/XpIW5St2u2+SkVjq/NOQigkLMphpYxtQ1pW9hwpJEHbyXamMtnlPaI5p1d6MZkHIQSklKjXk/ag8+YyRYTtdjvyuG3bqdH0o6MjcM6xv78feXx/fx9f//rXU1/jAx/4AI6OjvCDP/iDkFIiCAL87b/9t/EzP/Mzo2Nefvll/Mqv/ApefPFFPHz4EP/oH/0j/IW/8Bfwx3/8x1hbW0t93rIpXEB/5/BVEKOa28JmLIR7q3EW+bcrDDhjgtrhJr5zvD2Xc1t2CJ1/tb8nFCP+XsogT0b/cwHNiASrvj++Wk0zVOHF1yhPxO2bMLzyJnGS1nqYEoCS9OuQz9aVVMXSUJOk6uklZSxWJuVWCxA4fnZnSJ9Hyx8DTuH7F6t6xrLH+MA3Kr3DV4ViyGFB3LLmQN+5cyfy8Cc/+Ul86lOfKuR0vvzlL+MXfuEX8Mu//Mt4+eWX8corr+Dv/b2/h3/yT/4JPvGJTwAAfuRHfmR0/Pd+7/fi5ZdfxtNPP43f/M3fxN/4G3+jkPNQpXABTT0GXoIDxzywaQB7rMsaJTIygABDq6PohRf/dxlMKqarAqYdwEgTGCVy2GmpDdppE0eW8IlDwh9S56NJREoC6VVzsbhofMFmLvQVkuJ40CjojEqEyHQnmfi4IAmEmWEiEm9URADcmN0Q3czoEDhvKl+PsgCCilnkxS37hIjuqPIJKYfM4EALkBOmADEwFhalrsLu8OnpKYCKCGgh8weEzrcs3njjDayvr48ezsrl3t3dBWMMjx8/jjz++PHjzPzlT3ziE/iJn/gJ/M2/+TcBAG9961vR6/Xwt/7W38LP/uzPpnpnb25u4ru+67vwyiuv5HsfJVDoHSyEAAQpxcLOpgFoziRgDpooKiwKKQk4p5GfIAhX6jJNeGURECXxZ/Rnv/mlQoqAZIBcn+9CyGQcNss/4c81qiABCAJmCBgWP/8JYDb9yA9rBCBGWHxJahxi1wdvFb+wMBveyrfUnpbTuWxInwJEhvdW/McAhBX9kQIQ51ZiBbpLLS1VjyivGqrXl2X7sOsTfjYd2NsD2NsDUMZDARf/WTJUmqicnYU73otKN4hwCRu79fX1yE+WgLYsC+985zvxpS99afSYEAJf+tKX8P3f//2pf9Pv9xMimTF2fqrp10W328W3v/1t3LhxQ/ntF0WhEejDw8PSLOw22ABMIZvdL8Bd4H53I9dxUoZbuMJXUKgEyeVLyQFcrqhFsnJBNSEkJX+aQYLVwy+yUfPwAzdfw5HXxIOUa+mN1/ZAxlqoS0uE9k7B9Gv3pRsHSjUBabjCBK+4C0dplJn7ngHtMBCFRbaUBBISMiNSGWYfpb+H4b0rJYkcU1QMjhCpC9JiTLO9WzZEWiH2DIzv1A7nzAQKn59hcBixxjdBRt8GIchoF2RR39Ewh3g8irs4VFbg6p/XRz/6UXzwgx/E933f9+Fd73oXPvvZz6LX641cOX7yJ38St27dwqc//WkAwPve9z585jOfwTve8Y5RCscnPvEJvO997xsJ6X/wD/4B3ve+9+Hpp5/GgwcP8MlPfhKMMbz//e9XPr+iKFRA3717FwDgb6a3AF42+iVGv1jTh21fRHg5p/AG0S1vGVDAHbNs0ywVw1SPXauH3e2kY8Zbth9G/k0h8chZw2un0bz7Tq8Gv1O89REHWZmmD6rwugS1l1sASkzIoz0X6oOBFfmGTSt914JSCUbzr+AJdERYszgolTCoSKQNGkyk3hPd4wZox4BkErwx+b6nNgcrIR2x2w1NDCohoEu2sfvxH/9xHB4e4ud+7ufw6NEjvP3tb8cXv/jFUWHh3bt3IxHnj3/84yCE4OMf/zju37+Pvb09vO9978PP//zPj465d+8e3v/+9+PJkyfY29vDD/7gD+L3f//3sbe3p3x+RVGogL6wsFsNAT1PGBOot6I5j8N0EQBw1sMUEet1O+rsIIAC3Mxmg8wnD3wWhMvmXuTy7NaTib8fL/ihRIASiduNU9xunEaO6wU2ekF0MXencZLq4Zw3zWkVkd4CbEyqfdkDiJ6i56UP+QQASRHQlMpUMSFJ6FCkIrrnyaqJ+yLeTxGdIIsgM/qsAKUys+ZmUjE74QSkM1n2yAFD885Zoq37OD4PG3+p0OuFE/XW1pbS35WCkMg9eF3S7/cjH/kIPvKRj6T+7stf/nLk34Zh4JOf/CQ++clPZj7fb/zGb1zqPMqkUAFdpoWdCidBs/INIvLE/QiRMM63SUeT2Juj2/acU3SOo76S1KFoPIy+/6xmElkETbWmKM3abOkEgNr28iAw4WeIgVSKCOGbIlVkZNEwZv9MAKBpuGga0cVVjfpwUgyOWcrMZBI+d2HtitmHFpXouBAUxpPFdqUqEjlnVxsJgKRtfXOSuZV/xmmquDYZR82K1k+skj3eIshqrqJC27H195AD2QwL4ifdf4yGjb9U6PfD3hiWVYG6DikmV3zGj9WkUuiMc3Z2BmmWUDBFODYU2vD1uTVz1XcnsOFnGNanEa9gngShEpZdTIEeYwL1veRn4928OB8pAfl6E4RfdCIkAMiEU5D2/Df3m2Z+welzBp4jV7hIiJHhtlAheMq3xmW6xZSQNGF7VdS37orZHDgA4DudbfArOuF7WwKUVTuKygOaeg96hKE3iIqEZt3DZmMAn2d30lMZbzXVYpWa6pi1oJT3MxgMQKoygZScwnFVKFZAd08hGsU7A1AilQoIi+DMrScs7CYh4g06Fkw8MuTeciCfRPNoSWwhTARAhz66TIKaImw+Mqf7Z5UG4TJhEDMXEAJILSDM8pEVIInjWclR7ZWKlkmiVEC41Knpse+NUIm1WriDMimSambs7ghJ4HGWmS6yjBZ5VUmnKIqqp/BVAcdxUu3YFsIcUjiuAoUJaCEEiCCwWj08ZR/jsb8e8bmcd1MFzXTitnaSAcIMb5bmTh+7rR7OBrVEFLDXrUXbHS/f/LXUhNX+s4lXISl8BV9DLmkiLSNrYWvS85SRiqdRzRPpU5jdq3mjEJKvQDFrAc2IRJ2K1DxgkdEtdnjsMoprTbE4vjEqxl8kruvCMCqSZqYj0IVQ2Ld5eHgIgGBj6xi75gn2zbOR8BKguOdtRyJYXW4rTeB54UhO9JrLs1FPWhKu16L5uB5n8IPkd2lWxOZKCpLeHKVE9ja6WDdmb4RRZYQkECn9x7mguGWfwqYXOUJdXsNZkGxh2w5qicdKhwBiw595Sb9SEfIlhRIZegrHGApnliHKx787IQn8MRHOLmlHt0o7aGKF2nL7vgFagYZXvu/DNGdPbSuE0MIn/7GaVApTmkMLO3v3BEC4zcxG9yDH83a0K01b1CPRgeOghTN+McEKSUYCe4Pld/VwhYlTv9rdy5ilJiyLmKilwoAo6xxrKcJ5SNx7s+3YqdX9XkxUUyphGdEUH3a+9ac6YR13Fb5jqda0JhWi9r3FP6Orhkk4xrNdN9gg9T7um1YiNaTLbbSDOmwWwB5bhHFBMru39U7qMBW+Y+1xfrUZF7tCULhjjgqESNCM4ZIQCSsjDcVcIQHNC/aA1gBBEKDVai36NEJ0BLoQChPQDx48AADU945zHb9Oo5PpJosWwjnSxGEQduwpIt9TBQGCEycZLcuCcwqpMODQObe8BgC0FVa+TMIuoOo7PghzjkReuWmGrbGlJOg6NigVuLneniqoA5WmNQWh4sBxlWlQD2ZO25e0e3uNOdg1uzAoh7d+MUR1AwsHg2QXr8NeE/DHqmOHLPO4P+cA4OrEG2dHSgKeee0QBCljPSEStrHanUGrhFGR3U0VgiDI7N43d4RA7s5tQs97WRQmoI+OjgAiYNSKGURqxMcdMxTj8Wh12XBJ0OkvYGv5CjIU1L5rhF7NAL55Fl28UENid6sTeYxQCUKvpsPOhjF/n/Uy0q2mvZ4XS8VqGR5aa0lv7VuNM3yn7uB0cHHP9gY2vMOUXQoOGL1qR9eEJUE25hs00MwXmwWoGRcq3eVG5k4joyKzuDcvg8CsjMtJEekhRdj6zRshBGq1iugKHYEuhMIEdLvdBq3ACtwkHDdqZ6N/D7iJdiz3UheWVBsZczThPvB4sBl5rLk9gGnyxGDse8mJSFZ8rB02UZknqi28q3zP2CxA0/QixWRrtgdsdhLHupzhuN1EPRbB8j0j1YpSKhSrT0RhoSfJaqWYNArwiF9Fxu/5upHtKdr3LXT87MhlzQgmRr8pJIQklcnZr7weK2EsFudR3Ho9/852qWgBXQiFCeh+vw9WL36gVHXv8CWLeEavMYprVify+5NYjnQ7mF+Em1C5UpY/gaALy5djVIDFXjpta6/XqQGxcUs65XUmpFRi0652N86r2sLbZhy7G10MPDMiKKyMLWEvYAhSCmQFp+BB/s/QPLm6hc1Zn60Kq9ZZUKXgMIjlaMdxfSPz8yFEomH54JLANpMiXUoCL5jt2lylxZ6oCeysFT92D5uoNJvNwp/7Umgbu0IoZFQXQiAIAjTWiu8pzSWZSdzG7b5sInDdPos8tmVG868PvDU0am5kgnU8M1MoCoUWwoSJiS1CyyBQ8XImEpu73fzPXYCAlpIoFTmyOs/8DNOepdbwEtEXXqfRhbUk8Htm1MNWYuTeQRpB7iYqlArcbJxNP1BTCFxmFxem4XOWOxpnGTxVAAaCphbOSkF0AZZmIvSSLh+TyJwjJUHHsWEZHE0rPcrNUx73AgNCAgFncCd0fJWSrJT7SFmcnp4CQGWKCKUUkDnzH/MedxUpRECHFnaAvZHcMl0Gxu22AGDdcPAXb74Seey+s4nu2DbaqVPHk064mqz6Doffs0AUBKqt2KJ0VqQgibSNiRA5c/w0rQWxsRkVSlISeG54i6yvDUbtibuOnSiGrMr26KKhRKLB5mvf5wkDfX/+7XFTd5KoBDOS15az68NP6dpnnDEkPi6tv+dKEcN3lmvHMpBm9WcwDikJTCZQzxDewEVDmCyfb59TOF60gD0eiCh7/qzC/NxutwFUR0BDyvyR5Sp8gBWlEAEdt7BbRW7VToGx/H++RhHsMPiS4kvfegkiyIiiamG1tBAiYdfCyWOt5qJx3mp8w3YSgvnEqY+8sCkVeLWzgxoLcLtxWug5McxeUKSKarpHjcy+AHMKaAVeJcyWlzoWyHWC1E9LklJyMbO4ylFEZ0J6RF7qKekRy0zegACjAhbjmUV9QpJI3wApCdyxYkYvYHD9yfd6ENBLFx5KSeA+qS98TToU0Ovr6ws+k3NUiju0gM6kEAGtamGnglC49Dko+JxyOxlEWB0tWTjREQLCYheaHP1P9OF4q9srPHmVTVmfbPw7265fpAFxSfHq412ASLxa244ct1Zz8ab16H1i0wBNw821rWvTACad7w6BL+ZfvX8SVNvLvShIym5KWPCFVME9MY1o7PqJH6ZHGE1eiqwHio9p4vyx4WtkpUiNwwVNzJm2EYye20/5/QgigQrkaHc64e78xsbGgs/kHCGAvN1sdQpHJoUI6KIt7MZRiUSJgloHqwwgQtLsKHPGw+7AjBwTTycwzr2RgeqnBgy8+UcKVT4RuYDq8zOnFr6mJBj0o9Xzg76Ng+OLKAShAjsbPezU+zBiA9rtxunMLbvTEJIqu3Bo5siE63ViMGjs75jJR+OKEOn3gBSz1ZdUlVV8T1eZeHoIJTLSqGpaz4JbTz/B4dnk1AnvpAbiUqVdn3//I7+Q+9hhEWFlBLSOQBdCIQL60fG3QI1qeEzOii8MpVbg/+HJLYhZ2kRLgAfxhiPhvymVMK3ZFiVSEkDBLYDueKgp2BGmtfBWRWnCo0CtBLeXiS9JZWaOXxpKi4rz9/5kkIy4HjvJx3brXbywdhh5rEG9uecdLyuLsPNa9PwT5mqnnAS7WKDHi3I5T4/qZUXGs7DsYOXSG+YJFxQ9d/b8/qo0efE5m3mBo/rXTdNDc3fy7ri3zcAFBaMCNkv/rFxuXNpLu9cLDRYsa/61GmlIISBzBmd0EWE2hQho7lowmv3pBy4BqvmepZjTy8h/ZoIHFMTJf47zdggB1FxMgPmnvFhGkDmolomf4ixx5tXx7e5u5DGLctRZUqQ8VT8Giw2SFDLxWJEwFcPjglBJMREyvZOcKspOGxWNimbdS2lFtkAouBkTqTmvA9dK5KouYjxZNYqIqK+aDWDRWJQDlJ+3cU//rOqGP9GvexKO44DktXGaBzoCXQgzC2ghBCSnMFurIaBXDUIlZHNM/PkUxNPb96uEJxi8FBH5R/7NxGNrposNc5Botd0qKIJd1POocDiYf2V71VOryoJSiabtpQrvNPceSiS4oBN9iq8aZS5gNdXEcRwwVqFdeiHzp6toAZ3JzAI6tLAjpVjYOVItv9aRq9WsoIioAaUSZvNi1ZyWE8wHDDi3kTOtMNrq8umfZTCpeEOTC5oR6Us9lkismbMJ1I5vY8BNbJjRZgEDntxatKmPOvNhUg4TF4LbEWZmVKwIcXDG6wgWULioKY9JPsVZUCJHApvHdmMmRQpViD+vRg1C1NLbriqe58EwKqRPpETu9qhaQGcy8zc6tLDzth2c8gbWmBP5/SxbuosodOqnCIksTv0GTjvlteZM85OdFTI2KQ2hTTF6vXfcuI+m4aIXRIvf+oGJMy/6XjuuNf97S2HSlMCl7Y9mQWVRUbfVtgSLKCpMS/fwU+41n4fXwAv1x5HH+8JOuN24wkSH1xLneJnCXi7ple2UuIgFaVWjwOK8EBdIpjOleRcDoehmVGR+jvH3OtHBISdMsUZilSijKcwqUjUBLYWEzPm9SS2gM5n5Gx1a2Pm7fXREDR1Ri/x+g0UjXTXiwSKzt3YtC1/mj3y5wkAwoUtTFeAKBY6MCWyeRyY3YxHKTXOAm/V25LE/wz66/ej3DahNyIJTpS6EdtNTduGYBUKkUmOZrmfDdartYRx3+1ClQZNR8DXqYMvohT7VY9+/gABPsaIsyjFnFZl1viKkuqK4KHjGfc0lyRTFjKYvyxgdRrkvN1YwKlZKRK7OO6kOQRCg0aiQNacUyB+BvpqLwzzMrP5CCzsJaqWL4jMejVp2UYtEqEzCsUajYq3KAlsznbyilRAJIWju+3hRtKz8rh9XefKJi2fgPEKF5P0sUr70caEdbxZTVETaDea/4J37LgiR6V0SF8Ai9hGyxp+0dA1CJKxzh4qsNBMu6KXF9TKySmktVdkZ4JxXxoED0BHooph5Nmm328AUI/RxOAj4WJTXlwx9Eb2wGtSDK0zcdbchJMGd2jEaNCpi4qkh/orlP1+FHWw5bBgxtPGLN6IB5tqNreqs0iWRFrEbCu0a9VFnF/e7kCQRxRaSQEiKdmDDExfWWNMigXm7104iWCGBUTZFRGbn5eucda6UcZgTNiZNKrBhDVJ/1w+smVIRewW0qJ/WqERTPkII1OvlpXuqEkg3d2Q5gLahzGJm1dnv90EK9uXtCwtnQQP3+psAgAN3LfL7bauPPeuiaNEkHK1Y7vU8eDxYm37QGCrbqoyJSm/D+pKi49rTD5zGuJtOml81RUQ5eo4Je0Zv7GWlZeXrVlgkafnSZSIkSTRPSo1in18Tj5w1tJ2L69BkIjXqxArM1bzKhbOUzn9cqu4oGGIyjkaGvVktxf6yH1gIcohqIQm8AmxSqxKFLcqOrwrpMl/8oV/MfawQ4edfBQFtWRauX7+Orzz6HaW/u379eqUi6FVhJgEthEAQ+KDNcsVrPOJz4LRw4FxYVxlUYM1wI6kh1+12xKqLQk5tgdznttJNfu94M/exi0B1or+9eZr7WE8YOOvOYUAY3zqVAHliodOJCixpCNS2o9dgONGXf3pxVLY/mcGV8quLwKJcqRBx1yzeXWcSHBRdrrYwG7/OvYABSIqO0LUB2Kw7oxxwAYLTQfo1zDO691110vyfNdnExV6gUCBLiUTD9FM/cy8wJqaVSFm9LpNSkszcdRWqIKBV6Ha7AIBms7ngMwFqtRpee+01eJ5a0NOyLNRqyXqnq85MAnpoYUc2FusBHQiKTmBHiqO+HexFjlk3HVhjAtqmAbaNXuSYVav8V+0a1prRIk0VKdWaqBBOQILwJwqF3456AQtLQrai4pRaHHZdLaJqm0EiH3cSJ538hSKLKPZatsmnKMLJGzApj0QFm2vJiUSAoOPZqQK641qQAYsU+hW5ULua387VQSgK26zosWl5E59nvJCyaXmRBiCBoHCCahc6rxKnp6cAqiGggVBEazFcDDMJ6Ndffx0AQLa7hZzMOAOe/wYPt3gnTz1tP3rBUCJwQKIpGHXmY82IRjJ1vmPJ+OV8vtQjkGdGJP1DUgMOjW5DyZoArSejwHYtnHBsM6h0Ko2meCgkNqz0XbWW5eLr969DnF5cR9IUoI3kNUSohKGaf3oFI3SLpIjPyqSLicpPOnd7LGrdND20jGhwRNjZ19nhoAVnQrGtGOslYFYkPaQoyrh32u3QvWp9fb3w59YslpkE9MOHDwEA9Fp7ypHqPHbVLjbVC19ImigoajIv4WPt02iEtM+t0crfMDh8g0EEJYhAPQkWDhGIpoQAIF0GdGNRcAIMauECznNNdBs2KJHYbfUS15nuKrY82GYAa8YUBIOIMPo89jSEU0gnmR8oKeDWOBIufkTCsMsTXWX4x2vSIQDWMxZbVWZSwMmkHIaZfQ0JkFFgqW74yTQVQeGnNEIab35TtfQSoLzdwE4nTIPTAnr1mElAT7OwWyYoEWgayRSGeMvjDSOstvYlww/d/jZcYeBPT/Yjua/H7UbCH1rl5iQUMCo+CaoWUC4VEqCD8PvkJoPLwu/yDWczchhjEq169JoZNqopOn+WETmz+CubeUc+hSQ4cfOnzLAcO1XT6AUWxMDIl+wlEDrMJCzlCIK0nRcC2BtOakqI7zMlv/QqsIhIuM5bn41+YE39DCkkrPOou0FF4p4ymEgtnvQEGxVF5rk2qiiyL8MwB3pjY2PBZ6IpmpkE9NnZmZKFXdWJR58n4QsGAQKTcrxt50Hkd90tK9KK+PFgDUfdZmTQGLgmfLdc6z2VyWStNcC1Wv5UnMfd1vSDikZFQBBZuu8b5wRn3WhqEGMyNQLIOUlsz9ft/IUcBhWRHP7LolJAuGP2EgvIsjkJ8ucJ+pLhdDDfXL6Oa4MMykvrqts+aMq2uLBoqqCQAJxBNPo9LKAt2n+aEICq3IIFvKZqzvCqcZXfe5bIdjmbmjoybANfhXQmLaBXl5kU3GAwKNzCDlj+LmUtI/qZbFoD/E+vH0Q6uN3ztnF3sDX6d9ur408fXA//cd4IQcrLR1RGHss5MVkyklA2gWcoVU3RedtRKn70lCbbpA8xjOTjrm8kcuwNKkpz5qBEKtnSUSITfutlM4tn7ipDqUjp5xhitpIexFKSTEeYgEcfH494TxozCJEwKr4LskoEBbQZJ0SiNmcrynkwzd6PEAlGJOyUSPg489ix6PdDk4UqtfLWFMOlv9HQwi4AbRWf/3XgrcFLyaHKYtbWxIvgtnWM29Zx5LG/uPsNAKGd3h+2b6MfWDjqRyNy7ZTW2cuKLCN3vEAkkzAb5U0+QtCwE+MYAZFwvGQBbbPmgZDotWCzYO7OKZryIBYvLA9zktgdd3awDI7aWCe+Xsq1JyWBt4AOjqvIvIvSKZGVmR/T8qLLQkoy6rQ3KQo9/skYVCQ+K4HZd0AcxwGl1Z7rNJfj0qNiaGEHkPXiLew40rcry8RUHGTindEmYZB83rs1Eoq1V709UCLRMl20Ni4EkpAE/UZ0u9bnDI860XzkgM8eudBgIa3/sr63nmPBDaITEAESIqlp+WhZSVFdY8lin6uGMW/HAMXrx6zNx/Fl/DUsdiHaGZFYr6UvyPzziF/8MxQFefteBYQkCOT8RGTVcAtYhI07gBTBtDGRYvY0EC2gV5dLX9EjC7ud4i3sFsG21Zt+0Bi9IH+zh3XDGYnjPLgi/WsZiuoIJrBViy5injhN+JxFoh1H7WZk4Il7RKtM3MdeA66vfUTnSdr3I3EhbIacDtLzgpu2h5oR4Pnm4egxVxgYiKR7xCoKIkIk1u3Zd8uUFvYEKQWEy0lWAxVGZErbmhCL8tS/8zmDy9PHuHkGTopYrNRNf+6pb5rlwvM8nb6xolz6Wx1Z2O2dFXYymmLYqfUSE9G1RrSjXCAZ7p2FRQ2ESNxqneHUr2PTTOZTxukHFnx/vpEUwtUm1lUL9NAZhVjPtRBwhhZzR9Z7Yb5xcuF4EjQgJMGG0R8VES5iV2ga32xfm/tOy+GDzRVrt1QeJuOpKUbCyP4Eu74dyd0et0zjgsKvmC+/zYIru7PDUhw4NEl834dp6oDTKnJpAR1a2An80ObX8R1/F0/4hSuDLxn8SyoYXxg4cvM7PNCKVNpWnfjWqwGB57ePRv8+6IdpIEdGNM/2RqOdmhc2K4JTwMs/GZIg6WJRNpJKJT/uRbQOV+G5raOIb3WWh/Wu2QUlAnfMaI5+WtpST6i13Z6EK0z0UyLiWSyk4LAa6aSVh04oXps0Xsc9lcddOALBEGR854PAhBMYqV+PTmfLj8rYrufdfARBgEYjv92mZnm4tIB+cvx1WKaBfTbAPnsj8rszYeI+v7Bs8aWBb7n7uZ5XgCgVEK7iTbwoFxIhCfp+VMB8+2w3cVzd8LExVvkvJUG7p1bcKEf/U11IS80No+odC7et2eoV0hw51ml4HXBQOGJylGVa3QAvoGBHUw0okYXknI9fDwblMJCeSlJjPhzDRM9PSUkS6bsngaC6YdUYAqSQPOVlpaxiS845bLu4QIOmOlz6bvHcGpqtTurvNqiPDXoR3RQAXjAPI8d83dtHbyza1BF1pehTkVAilPxuz4J67pU6hcS+mb9T42N/Ax2F/OpFEEiKa81o7vt2vZ845rAbjWYLQeee+qGpDlmWeENhbRKOXTO8rnzJcBbU53ZuC4cAjM03vE3J6gUg0t4PzcjfHgxqcP3sKdA0eObnMw+P4aw8cc1yIYRAvX6FxrIrxKXuUCEEOGdYW8uX/0wBNGIC9c/Z0eYjHWngVNQgJMXz9mM84S38wdmbIsc43CwlQlVnPhosv5+16jmoNK8oIj1ClX5gKb0nkyYnpHixkAmOpzZPI48Fgo4i3L6gODEaCHwDvBu7DCWpfHR6nlQ9sg3MVng4FNZN5uI56wAA4EmGU57c9rzn7YwW2iblMM5FZ9zbOI5KA5DCUKk3NIVSY50iMFhxtnnLyqRxb5K4pkSCUoEutRPP0TC81Oi7ar5wEaknTXO+11SVsFj2AmheCBFeB1pAryaXEtAHBwcACDa3j6cem5c1EmCNdeGDYJuF0cwfqL8y+j0Hwf+v/11wx7aJXx3souOvji/yoog7OUzjsluzBhUjJwSfM3h1BlnzgFhXcMcz4ToX3zMhAO8aYBMmtAhL4HygMjkO24NXmew2H5fDIhzXjOQO1/CxYe51d92GJwzc7W0ljg0ExcF5x8z1mjP3gifJqv2dXWX4jE1KhCQQnMEXNBEpzooc1w0/TBOY8rJFBomK6F5aBJ5gc0/PmrttZQqdTjheNZv5O6xqlodLCei7d+8CAHb3Hhd6MkA0kjW+eqSQ+B81vx459rjRwO/2XhhFbfvcwhP/4kIVkmLAdfVrFWl7oQBKE4Z124tE40wmsHHdSUxM9w63wDvR75f2aSFpjZJJEAUhPqtLRtmotgLfYNPdWIqEEQGT5D8/R5oYcBMMAnXq4cW19LHo6ZYNIcMc2OE44XIjtc4iLFjLXgi8erIN4lfLBUJzOXxBMzs15oUSqbRfKCQByPRI9HDei9suCkkwCLLns1nfT5n4gl3JTcWTkxMAQKuV3xhBszxcSkCHFnYS+9cfFnw6aqxRBw3mjia9BvVGOZRAGLU+8aMrP18yPHZjIc8S2TT7Su2QD735ndsiUY3+NE0XzZgl1vadpAXb62dbOGs3IfoXlzYZUBARe70po7m0JAwjf1581R04thoD3LDyW07Ou4U3ADRp8V0VWyx8zoGwRp3QDMNDWjwokDS1W1ogKTzOwDkNo4fDQwR0qlFFEJIo76TNCqUCtlFehDcutCmRWJvQeTSQyWLJg/7aKCi1U++jYSx3SkcVHFX+27/wX+Y+dhiBXlu7GvP6VeNSAvro6AiESFhzztlThUFGBPWQa1a0qO/Eb6LPLwoYbRpkWnz5kqU2n8iiQfN/RhwUbZ2SMhNPb5zgO5LgTFzkz0qbRKciCciBkRA/hBMQf/EDtGYxGESMcqqTvwS+Z/8RzjYvchlff7KFICWtiHdMEO9qX0dr5uxNa1TJsri7KqSlh3Rda9SGvT2oZaaC1cwAG7XJ39m4oCcVahFeZdrtUGtsbGxMOVKzjFxKQJ+dncEsqThBpYjusl7T8c2kdlCHPzb4mkRECv9MwtEywpU/lxR16sGXrLJtWVVyzYKUHL5JlBlxKYvEpEEA0kx61EpBQn9qAOAE/kkNsAWoFY1EUypBKpBfp5kvlMhIsezz145Sj2u7NfiC4tFrO6CDizFCmhLSyAhZVzwFaBFoS8NikRPaYPddC37AsNnIl7oVL86bZltIEaa7XLWrvNcLd0m1gF5NLiWgB4MBGs3ZPGXT8EHAFQT0t/1rpXgm+5ICY8/rwkCXhzm764aDtzbvoSdsnAUXUU4Bgkfu8t0kImXbbxKL6DxVN/O3QfeEgd7gcjaAhEqQc4cRIViY7+ozxJsVB5YEjOhk0brWSVTtF7HdSIisfH511eGgc21Pvm47EJLgsSQYNx8Ku2kmz0MyAE2JdifqOsIMjkYtPVBRRFEpq3hhqma+NBR2lEVMjHNJJuZgm4yjRdyJY2Kah/c4ZV6tZbl1dLvhDrgW0KuJsoAWQiAIfKyt5fc2XkWa1EXTiuajXYv5PQ87q/ny4mNWKZRammt2SgAAMGNJREFUVQaBCX+K7dg4dSO/gPY5Q+CVuzNAPAKMvYa0JG6ut7FpRaM3/cDEg25y4Oy5FoIg/znO24GDKhb0eQvYielwtVSneTcneu1oB9TJJ9oJB3jfgIi5dgTEgNtNLgYJE6g1k2KHcwrD4KhZ+e6XuPWkZrXwBKtEzvCQafnX08Z5hxvoeJODI3Fhn5eyBHS/HwYaKb3a6UWrirKALsPCbpGc8fxNURiREwuxrLjooIAjjUiDGEqiH3mNBKN0kfvu1pXI46v61qyURKnNuLHuYb+WtFyzrQBb28kt0T96cgO9WFFj2RPdd2/kd8ypkQCWQmMhYPa22jXiJ1KrJnHP257p9VQRksCZ4ICQOF4U4GUukfocUlAMTlMWEB6FR4B+SpoIsTmaaxc5roTI0TVXdYvEohlvDz4vKJGwUvzzy6TvW3MvrJyFaf0SKJFTd00IMOouKSRJFAVTzNcS1HEcLZ5XGGUB/frrrwMox8JuEfiCKW3vNhSdAuKRr/i/+/JCXJ8GycYRVYIugR9xUYTb7SU+P4n/O/m5ShnmWz+/Hc21faO9BVclgo3QDabKqHQCXRTLsLglAQGClGvXoeidXSwAJJMw73AwKjMj0YxIsBXN9Xe8+dqbLiL17SoyjCTTjE6RAiRs1BXD49P/9jK4rgvGlmcRo1FDWUA/evQIZVnY+QoTlC/ppYsIVxnVyErHV8sXroI5/VWBkHCb/c9tvhGZgF9aezxqfw2E3/kfntxORJucwEB/zkJBs1xISUYuDXHGF3U0JqazIoGUSNQMf+7jhLMAv/9mzlSZqw4hspCGLvPaNShyh8LzPBiGbsm+qih/s1WxsOtJC8eBNiePY1E+arXNJYEnol9xfGBYRDqFSrqCZXClyXjYea6qqLZqZykFhENv43H+0t43E4+d8ToO3DVQSLzJPkSNhhP+YbCWuvicd56wptpE7lMiI2NF1rhBiQThRqqgtWiQGdlLjRYqjBOLGMcW3Sb6qqGSQlUVfN+HaS7feWvyoSygy7SwmzccBK7I/xHUqac0aI63HZ+GL5mSnVwWlEQ7ztVZNEoSCBZ5zzYL4Ehzrqv7npffR9ukAobC9v68t2ZBgM31/OkRh04LfTf/+//e3QeXOSsAYTfBjXNbqh2jOyoMXKPJvGxHmjjlYXsRBjGKcOdpqFJ0G++iCVKao1QJyTC1vXPh1ASowmvmTd0S524MXkrubdpjQHp+MCUCFuMLyVfWTEfvRObD933dxnuFUVZsg8EA660B9piBUxHdlvGXbEEuJFVqirJuOMlCwQk4Mv/H6wgTPZ7/XC6LQTmMscmqb5iJRQEXNNHquMgiN1Hx60Q6LL+eocBzW+l+wEUxa/6kGds+TWsS1CTuqBNgh9cvnDVIujgeCuvQIm42Ac2IyGxclMZdf0dp4auSGlYEg8CEf1DPvayQppzdB1oSEJWdnRQXj0UhJIETCx4YVKBluhN3RcY778XzVrXoVoMotiXX5EMIAdu+nK2qpvooCejQwi7A1noXNjGxz6LRvr70IOTFIOZIAacksaS3m4sjYYrPeKKwSEiC/XoHa8ZFJf+pX0fbq0ePwwpEjIpwUKgQe0ZHyZZuPL86q8CWn3tjC1ClaHUaFAI1omBVKNncrzGVxa2QBHTenQjF+c+KMcmZwRr7XSBoQkBnXSOzLvhWEcsItK1hCQghUK/Xpx+oWUqUBPTjx6Hzxt72ServG8SKbEU2YiO6Lzn6MnqT9s7DkapNVL7pXc997FXCVrBK6gV2Ikc6C0okbthnkfzb61Ybohn9zg68NXSCqMXWmVfL/Tqa5YVnxFynCeuqp4AA2ekHmmoyyUlBcoKG7aUKbClJpke9nNIsZBKLcC9yMopDNVEoinPdGEeIcNzTAnp1UbrD7t69CwC4tX+Y63gamxhtQmGTaNS6cR556ksORwZwJElsuaYJ66WPcpbENC/Nwl8vFqq9brVx3Yo2lOnXrFHRWieo4XG3lZoSkjbJtKz8toHHThO+tzqTBqUCNlv+xjtZwnpImHM9+X6Oe0TTWFGbpjpUvbhumJ6Wep4TrPviTTpczgB+8VzWhAjupN+VgQBBT6HWQlM8Z2dhz4hWq9qF7ZrLo6Q2hhZ2d/YfFXYCQ0HNIcElh0kkxvvf+kjmVvekcR5hCAe6y6ZzdHgttwe0SQQ2jPzFYp40lM7r1K+2B/QsNOhFvuUfnd6EyBnFIYrNB3xBISu8jS1AcOLkj0ZsNwa4aZ+Wd0JLxLjAZhCwaRAWrKWIc114tjgokXNf9AlJEczB0pQSGWnSIceuMw5MbVqSVXhnUj73JiurThX6FQwFtC4iXF2UBPTh4SEIkajV5jdAmgDMsbmQA7BJgA+svTqKcH/VraEtomkDr3t7U32iBwreoZQIbLL8AlrVo3oeBYRVJy0q7QkGOlbIRolMLaorKvIuAgri5xdfa7faCaeTSXQctYKSIhowqDQpUc0PXWQ+aXgtpLy3sa/v1d4uXmtvgxKJ/UYnNeq4YTqLi5oSQM5aQFgyi2imYijcz4taMKm8psdZpsAeIFrITYlEY8zpaprjRdWbtMw7+g5UYxdkKKDX19cXfCaaslAS0Gcn34RtFb9FLiDg5gwdMgA1QtGiF4L5L9YFgKi4vWf/SSRy/af+Lu77F+1/V7EJi4pZvZAUfQVfzXXTQYMtvnJfSJLqpUxBQAAwMxyspaBhO+U4ecZVhbHXYLzSE1iN+thkvdzHO9JU6sw5b3xp4ChYy318ICm4CGX2vc5m6jEN00+NWO03OrBoACEper4NTzAYOdJq7h1u5T4/SQCYBVw/Ct+ZtAQatcXfy5NoGNU+v6KZ5M8/Kf9+kq/201sneNxdQ5CR0w2ExZdFOiyVRT+wlm5XqdPpAADW1vKPV5rlQkkNO66NjbVuKSfCZf5JxMyw1hrnthHNO3qT6QC48NQ94j38K9ZHh4dC3JcG/qx/I+W8luemzeoOloXKtmed+ZUWisPBlbHzc8yIevAgOWGIktt2ayazRp3pB53DJYWj4K+eh76f/nyvejsAgE6/BvdxmGIlTYHadvJ8DYPjzuYpKJEIBgbYnG8Vkta+OwsKGKzCuU6a3EwSlbu1LrbtyYvnh/0N+JzBZBx1I7mT1vOTwjVrF7BMlkHkx+l2Q620tZV/Qa1ZLnILaCEEAs6wud6efvASsEXr+E9qd+Gci0ghCd5Wfz1yTF/Y+IPecwBCr9oa8eFJlss1QCX/2RHVjvoVhWqzmJadv3GNkASn/en5xcxICgdpXAzQnK6kG1ilUfGAXgRSYrQrQTwK91GyXsElwJ8dnOc6GhJ8+zxKLQHSZ6m7GlQhVUhzdZhn+sGNxtno/6fNWWk7AYGgo06TwZR6lmUUvpP44g/9Yu5je71w8aIj0KtLbjUTWtgR3HjqAwD+bXlnNCe60h2JZyActDZJNLK0SR38lY3/AQDgSAYhaSLXuiPq6MWasfjSQF+hQUs7uBo2b0/8Jo57+YslVSeS1JSNHBByUXTCiczeDk9rNyxoIpfeZkFqhEZ1kfTcerkNWjQFIkNxDQDS4CDjEd719AUC98LxhzWC2OM09CJPeQ3N8qE6ji3CeScr4JOai04Bem4/Oy2/WUgCiwapedxCkqkCfJkZDMKOr5Su7nu86uRWbUMLu9u3b8O+8erU492Hz+Y+CV+qFRmYZHH5y+ux7eZh97ZxTkVUJPaFrSSoNYuDuxO6EMYFMJU4PVjD7x1G04VaO320atHrwj6faPI6kADAvr0auz2adIjFAQIwI9bGOjP9iEFmLRLd9Cj3vGFEVsIBIYsgo814mSyiy1/LzG//WSZDP+70wm85NZVo2JjLNoLMYtZ+SppJFRgMBlo8rzi5BfTDhw8BAE8//XSu4+Mie5KgdhQENCMk4SW9SOL+tACwSfswzXErPgY/1tb7lDdwykOhXWc+6sxXcgWJQyGVKtc7gZ170KFE4kbtbPqBq8BAcXKVSAjr7mETXcSsi6hEa6ePtfrFAowLCsdP3oIqInsau0Z+Ec4lTVynkxjvQjgvVIp/XWHgQXejxLOZnTSxSTJuS8PMHic9TtJ3TryUnKQSXT8W4djRD3RwYlUZNjlZN51MpyUvxdhgfG4LBF3INeK6LhhbPbMCzQW5Z8s//uM/BgB85Stfwc2bN/HUU08pGYRPilpfO//v/XvJIr5VwARPWIk1DBc3jbCj46nZwK7ZwYEXtbvpCwsHTjR/Ks2BAkDEFzsPKit2CokazW/VVhQqkawqRiAiCALOKcwxgWFSgZqR3K4ddhBzhTHa/mVEpNrRTSvmUf3e5p2Lb5EAVCHr/I0xJ51pCEkKiTaq5HFKJpUEKi2o2pAweZ6sHaOe/GwNO4DjG5n3l8k46PlbJguIKFuMK6U9ZI2JZbJqub3LTJr7VCAu7nuDCdQmpMUcOi3wHJebaq2G53kwjNVPzbzK5P52OQ8n73/37/7d6DFCCEzTRKPRwMbGBnZ3d3H9+nXcuXMHe3t7ytsXt24/jPy7TEH9IJBAzoE39BnN/15UonICYdSvRnw8ZT9JPM9ztcOxfxO8OtiLnIsAwbG3HE1YDtz8xRQGE2ia+a2sjgeNlZnUhqLal2yUawgkcykZBMyUBgwmqba13jgm4ZUuIpSSwDup5ZdoFCBz9nWWgiilbzAmz+sF0t8VH7M9IyTsiAlEhXUco0CvX4PwuXdU1ZSDQbjSzmgRXKaxWp5c7EBxt833fViW3h1ZZXILaMMwsLm5ib/6V/8q3njjDTx8+BBPnjzB2dkZ+v0+Tk9P8frrryf+plarYW1tDdvb29jf38ft27dx69atXBdWXFDHEY9eyHv6yb9ViFpMazMcR9VjemilF4dBRMSFCeDNjQeRYzgozuwGTBqM7MBec/fgxooSZ0kPKYrX2/ntfFSjXpUXzwSgCsKKUZEQzAmvWKQ3Z6BEgp1HdR/4WzAJR434qY2ATBJUWsBWgoqvRYpM+YkzHtSe1Glv6DUsJYkcN803u8r50pp0Kr/bVxGCINBtvFec3AI6CIKRCN7f3089ptvt4u7du3jw4AEODg5wenqKbreLx48f4+HDh/iTP/mT0bGUUti2jWazic3NTezt7Y1SQ/J27qHXv5XruFmEdtVhENg2ujAJxxoLq37ThNIb/nZkZf6KvAaHm3owHMP3DBAFJw+psP1OTIHNxiD38fuNjlIHwXHCZjOhiHGFCUEoXJg448mdihZzYJELgeNJI4xsk/k7AWiWl2HqDxc0Ioo5Z3AzhLeZskgc0kjxJB6io9OLxVlAMGYZv3POOWq19OCYZjVQStDJEs5DWq0W3vzmN+PNb35z4ndBEODevXu4f/8+Hj9+jCdPnqDT6eD09BRHR0d45ZVXIsePp4bs7OyMUkP29/eVU0PiQnsVBfV4rmvaYPO0dWGJdhy0ICTBphUV2mndCQPJcLtxujQpAbMgfAqoNFVRDPzNu71sntfrxnY/LkR7suV4I+Y40xE1MEjYC8iP1yw/fkbknBCJUy/d050SmfAmHm/lPe2aX2Tr+TwYVOio/IogpdQCesVREtC3b9++/AsZBp555hk888wzid8JIXB8fIy7d+/i0aNHODw8HKWGtNvtkYXeEMZYJDVkb28Pt27dwp07d3JdsPT6t/DWCb//w7t3FN/d5VFND8mCKRRicVAIkETnQkY4Nqxo1NPlBo68Jo68C1eJ55uHkW1/CnnpaGlRCD3nJKhRX+l7mRbl6YsLUe1LhvvuJgwqUgsVd41uahR7lkVEh9fR50lhn8Xr/fwFhwthCTZ/shxBUo9FcS4cWTtjQhK0vegYz8eEuJhwfRlUwA3mW9Q1tHHLSxHied4L9avCf/eX/4vcxwZBOPY1m80pR2qWGaXRJK+FnSqUUuzu7mJ3dzf19/1+H2+88Qbu37+Pg4MDnJycoNvt4uDgAI8ePYocSwgZpYZsbGxgb28PN27cwFNPPZW7pebbn3oj13G/+52kNZ8HphTleBJUO0fKZgFO3AYGY5Hp/96JXgeESNxpnkYEmEkEbtqno38f+GsIFBwR0twpshgEJvpOfmGlKY5AUHRF8rPv82SNg0k4NoxoGgszBHxq5EoZ8SRTqi/oeAuI/qik9VAJWvGW2iqCji7AsSMutCfVQvichbUFKcdMEuzxd6Sa9jbvdZJBBWpM7wotkrOz0PZVC+jVJreAHuYsL4JGo4EXX3wRL774YuJ3QRDg4cOHuHfv3ig1pN1uo91u48mTJ3j11ah9nmmaqNfrWF9fH6WG3L59Gzdv3lRODXn3M9HnThPUVwEpCe52k4uTu8bFYxQSe80uTpzo1iwXFH6QFEX1CTmQqw4lMtWaaZlIExmuNHDgXTixUCLBJcUZb6RGvzdZP5I24sj5V7SftBsgCmk9xJyvIJYZ7nVZULPaKQKUyNI78aW9//hu3OhxJEX5+N/7nE20fqx8cfMVJ5C0lDqgoYDWRYSrTW4BvSjxPA3DMHDnzh3cuZOednFycoK7d+/i4cOHo9SQXq+H+/fv4969e/iP//E/jo6llI5SQzY3N3Ht2rVRakijMd0qLi6o0/jiq8n88FlR2aYXkuK+m98NA7i8z+r4dqltBNi0Bti0ohFIhxsJk/u+b0Eg2uZVdStUFSEIpDOhC2EcJlNbe2dRa+XvDGYyjn27k/v4ZceXDEiJLD8WG4njhhHotJSl+PVRhFCUXM0ibu5IEp5jTgiq73xRtRSE+Oc1PhaltageIiQBFxTbtV6qo86x09RF3AumH5TTxXAooNfW8lu3apaP3AJ6WVdSW1tb2Nrawtve9rbE7xzHSaSGdDodHB0d4fHjx/jGN74xOpYQAsuyRqkhQ8/rp556Ctvb27mj1/+TZ/808dgvf/0vXvr9AaHBu0qV8mmQ3zfa5UapeYM1FiRM7jftAf7w/i343sXr1uoemrVo8dCa7RYWqZYSIJ5iwqfC4TVrtSLqjlisLWKa13q8GULD8OCYZmqx2lDcaDRlEbaqDrBhOalF2BuWk3isF1g4c+uVX+TkpWqLoXnR6YQBkLyOYprlJLcy2tnZKfM8FkKtVsMLL7yAF15IunIIIfD48WO88cYbePToEY6OjtBut9HpdHB8fIzXXnstcrxhGKjX61hbW8POzg729/dx69Yt3L59e2o3or/70pennuusInvZELHmEE7fgtOPRqpPWBOUCdi2j3ffCb+Pb5xeQ9+LijsuKLyUltmrDCUSDZq/EQ2Q3pY+i76odoOAQFAEksFkHGZKk49x54ZxnMCIbrsPF0pXUwdoSiRNVA8F57TUj0kCe1rjr1ks4VSjtZMi9GVRhah+r9cDAGxubi72RDSlkltVTLOwWzUopbhx4wZu3Ejvhjh0B3nw4AEODw9xenqKXq+HR48e4cGDB/ijP/qjyHPZto1WqzVKDVFth55HZP/GK9+X67kWgUpO7xOnmas5hOAEgjM8tXuCXbsLANjd7yaOG3AT3+lFF4Btt4aD9sVnTylWTigto3fqJFSi3u2gHil8jZOVEtSyoouOY9aEz2S2P7jExTVDzncyFj9/a5aUeDpbFpMEtpAEnsgutqWERsR7eC9cjBWTxPek5y2LZYxiDwX0su7ca/KRW0Bn5RhfVdbX1/GWt7wFb3nLWxK/8zwv4nl9fHyMTqeDk5MTHB4e4lvfuvCljrdD39nZwY0bNy7VDv2vPf/vE49VQVQTIpUiEV3PUsrrvN08nfj7OvPx3etRtxYhCfydi8nAEwb+v3gBbieZ60/6DFBosKLJR4N5Sl0QVTt8FonM6iI59jARBOzIApEAtyVkLaU2gclRoSGruAOHKqaxWCvLaVy2lmMWTMZze+gLEHgKTkWXJWy0dOGbbcRqaCYtvC3Kp0Z4gwXep1VhMAhrfVSNCTTLhRbQJWBZFp599lk8+2zSlUMIgcPDw9R26GdnZ4l26IyxUWrI9vY2rl27htu3b+P27du52qGnieoPpBz3wa/+9dS/7wbVLB6dFUok7DHrtEAwbLYGEM2UvETHikR8hCCh0B6fRyQym7DQRoC6Qg70fv3qFBBWmb5vwu9OucfGsz18gqEWYQMCDJLDq2SANEJB5a8Fo2Y8hEoYdvouDVFoAT/tXA0zv8glRN3GblZUJW7VXS7iTV/mQdkRWyslJWocQ0Z7BKQVUK46g8FAi+crQG4BnUesaaZDKS20HbplWaPUkKHn9dNPP61cvPDP3/X5qcf8j//t31d6zmXilc5u5sAeL14EANmIumpwQdDtJX2HfccApRIE0Ylj0iTXNPI7dmjKgwsKBMVO9oQjtMUjgAgocC6OJQh8L2WMJQCx0wWLYQXggdokXfXitLpZ/WLbqqcULNoDevzzSfus8nx+0bFy+XZqXNcFYzoSv+pcrcqqJWBaO/QHDx7gjTfeUGqHvr6+PnINuX37Nq5fv36p1fG//kv/58RjqyyqVWBUYmNtkHicNwl8znDcvXA+qVk+jNj2PSVyamRH6XwUOlOGr5//+L6w4Ao9dMwFCUgnfSL2PYq13R4asd0Nn1N0uimtsBfQ6ESjuQzjIjvLozuNSZ7c88TzvKnmAZrlR3/DS4RhGHjqqafw1FNPJX43bIc+TA05OjoaeV6322288Ua0u+J4O/Stra2I53WeduhD0kR1Gj/2e//rXMd5guG4nb97U2vNwYaZFK5VgVEJLiT8sRzqvpOMNBICGOc5pJ1WDfZ50aVJ+KUiXg3mKblqqBzLS2o+MO01VbgK28QQBCxl4WUxjuZ2MgrJJcHhaXpRE6USNJYqosW2ZtWxaABqZV/nHmfwL1E4GQRBZXtnaIpDC+gVYbwd+jve8Y7E74ft0IepIUPP68PDQzx69Ah/9md/Njo23g59d3d35BqStx16nN/8/v9rruN+9Ct/F4Gff8Bq1dyR2FxmpAT88/cdSDoqxEkryDEyRLVKQ51FQ4lUOl9X5h+qhCR4OND+q3GEJJAZ7jZcAPFvgxkcpjlZRGuRrckib/HkohAgMKiAMWG37rLpMEEQ6CYqVwAtoK8Ik9qhCyHw4MED3Lt3D48ePcrVDr1Wq40E9rAl+s2bN7G1tTVT8cRv/+AvJx570//zFy79fHkIBL1UlCEvKtFQxgSMKekUgWSpdnsBLt5Dj4fRj22zhxqNTgIUMvHYvFEV0KoUEYF2VbzDx+3sciBsOcp/XmaGRXxBwPCkb48Edb3ugaU47xAiYS3IreNK7EpccSZZ8M0TzrnSTq5mOdECWgNK6cjZI43xduhHR0c4PT1Fv9/HwcEBHj16lDieMQbbtkf51zs7O6MCx+vXryvnhr32v/yZqcf8b//jf6b0nOOc+g103PzbbSqV/2IsspyH9YaTaHee+7XGPAx8wcJILN9IHGdQjha7KFSkROK52gE4aGUmoCpwepw/lYgIAqrQyTLTFq8iECKVbPakPG9+dH4NdrvZ4sHKcBsxDI6G6acK3SIK9xYhoFXOe8AX290zD4uwAlShKoskKaUW0FcALaA1U5nUDl0IgSdPnuDBgwejwsZh7vWwuDEewaaUwjTNkT3f1tYW9vb2Rt0bG438rcaH/J/e9l8nHptFVK8ygWA4FRef8ZrpwCQcNZKWN0sT/stdboODKhcqagrGFErey+2+2oQez4kuCs9Nn3Z8n+GINFMj1JYRJHK9h81wqpoqYFKOJstvY+dxNndbvmm7XYtmGR04PC/8zpvN/AtwzXKiBbRmJiil2Nvbw97eXuYx3W4X9+7dw+PHj3F0dISTkxN0u92R93W8wBG4SBNptVqjPOyhwN7Y2MiVJpImqrP4vv/P9Cj3ssAz2lRncc3sZDY0YUQkfnfopef2USJQT8kZ1EK7HJjNUTPy5/9X3TOZUgGDcYgUPez4BpxYSk3dDGAbwcSo6FAgCoRuOJHfUaGcw111CzuTXa7oWFMcZ2dnALSAvgpoAa0pnVarhZdeegkvvfRS6u89z8ODBw/w6NEjHB4ejjo39vv9kf91nGGaSLPZxPr6+qjJzM2bNy9l0/fvfyRfnvUqCe1ZCNJSPSSFl2JvZ9EgYUVlobzCz1O/UXmxqJkPw+uUC4rTftTazzKCVAFNCdC0MiLHFRenWjwvnqGA1m28Vx8toDULx7IsPPPMM3jmmWdSfz/s3jh0EBkWOfZ6vVF79G9/+9uRvxk2mRnv4jj0wr5169al89PShPY7f+dnM48XGa4HWaxbq9dEJU1Uf2/zDWwb3cTjQlI84dGJx5cMR34rtzjoBVblczU1i8cLsqe/eLR7SN3yYTEOI6VAEghzx7N+p1le/pt3fy73se12GwCUm5lplg8toDWVZ1r3RiActO7fvz9yERmmiQxzse/evRs5nhACwzBQr9fRbDaxtbUVcRPZ3NzMfX5fe+/P5z72u/6bf5z5O0olnmqd5H6uZcYkPNV7mhGO68ZZ5LGesPAduZvqcsEgEsLaOy+gnCUaFwgKqESxVV6KAnKC9+wysmoR/6z3IyWBxxk8nl4YTMea1ZhU4AmNbuOvTygQ1gW8q0Gn0wGgBfRVQAtozUqwvr6O9fV1fPd3f3fq7x3HwcOHD0dOIuNpIt1uNzNNpFarodFoYGNjA9vb29jf38eNGzewv79/Kbu+b/7Vn8t13N/+2k8oP/c8UG1oUhRZOd0CSUu/18+20enbqUVwu2s9mCkdH+Ni+6jbBNz875W6Cg4cBJW3sKNKDhxEybt9lRGSjBZelEg4PDrFOoNsb2BKZOq1OSQQdOUWKqtIr9cDAKUgjGY50QJacyWo1Wp405vehDe96U2pvxdCjPKtHz9+jOPj41GayPHxMQ4PDxN/M0wTaTQaETeRGzdu4NatW7CsZMfBvHzunb+aeKwMUV1nPvbNs+kHnnPX26mMVVQWQgLuaXqKzhvtWiKPlVkCWxu9yGOeZ4SObBXWuYaCA8fAN5VEblkOHEVBiVq+b8+7/L04LwwqYEzwRjdI9oJOgCAQFBQy83OZ9b5VjZBXPR+7rHFsKKAv4yalWS60gNZoEIrhGzdu4MaNG5nHnJ2dJdJEer0eOp0OTk5O8Prrr0eOJ4RE3ESGaSL7+/u4ffu28hZfmqjO4kNf/VCu42iKy8YkuKTLnV8cXHgVD+E+xVEv5pdNJWBzgGe814BGxLWkABhABOYjugmwtdbPfbiQ1U+zsDP8odNgVEyM1sbhYv7vPW67NwlK5ETxHB6TfZ9SAMZ5braV0plVZNy3KjZxVV8484qc32AQpunM0lBMsxxoAa3R5GRjYwMbGxt485vfnPp7x3FGAns8TWQwGODRo0d48OBB4m8Mw4ikiezs7IzcRPb29i49CP9X7/qvch/7+W/+wKVe47KsGY5SJ8Rjnr+afcAtdHrFNDAgBICRoYZj0V+y4YEACNpWeq52l2GJOq0vhKoX36la3lXp/VAiQGfUl5vWINNze8BN9HjxUf64e88y4DiOFs9XBC2gNZqCqNVqeO655/Dcc8+l/j4IAhwcHIzcRMbTRJ48eYKDgwN861vfivwNpXTU1XGYJnLt2rVRseMsaSJD/vp3/bvEY2WK6i2zn9q0JYsjPztvNE4vsOC383eVLBJCBcxNJ/V3fI1BnmsBKUkYwQYAgexixeXTDivNZXyj541Fy1ul7VkdNGi6vZ8vWaThEpcU7eBiIesKI9WN5+J4sjJFlK7rKnfb1Swn+lvWaOaEYRi4efMmbt68mfp7IcQoTWTYdObs7AzdbhftdhtPnjzBd77zncjfDNNE6vV6JE3k+vXruH379qW9SNNEdRYf/Opfv9RrrBLTgntsLGLNAwY5FGIMSFXKkqQLaAlAEIBISEki29YE1c871ZTLojr3mYTDHNti8SXDgFy0JjcZB1i2RacvGQKZzNFfhvbmcTzP0wL6iqC/ZY2mIlBKR23T3/KWt6Qe0+/3I01nTk5ORmkinU4H9+/fT/zNME2k2Wwm0kR2d3dn3m785+/6fOrjSy2sWX4hSpgAUdiul3nycYnMVuXn53ZwEM3bthoeLCuZ/1ozy2taAwCcr0bkULM44gIcADiokoDOyvMeZx5t333fv3SfAc1yoQW0RrNENBoNPP/883j++edTfx8EAR49eoSHDx/i8PBw1HSm3+/j6OgIjx8/TvzNeJrI+vr6KE3kxo0buHnz5qWjKVnCOov/+pV3Xup1yoBUox5pInEh7nZtuEimr3QNAWpkNP5Ie4wKJRcOHlRbQAtJKl9AqSmGYErjqvEdmgfdjVQ/742ag7qRP8UscQ5BANteTBqZZr5oAa3RrBCGYeD27du4fft26u+FEDg5ORlFsY+Pj3F6eoperzdKE3nttdcif0MIGXV1bLVa2NzcxN7eHvb393Hr1q3CWtb+Z89/Lf3xlMc+8j98IPXYpXYIKQkZ0DBqnZLekSaTCdQL5uaNSoGezxn8jMYnmqvFuJOIx1lqx0nHn208E0LoCPQVQQtojeYKQSnFzs4OdnZ28Na3vjX1mH6/j/v374+azgy7Og4GA5ydneHevXuJv2GMwbKsUarI+vo6Njc3sb29jb29PVy7dq3QSeW//HO/nvr4i7+V3elRUw47m13YjOOo24RISU+RksBzJ081lh2AKojiKjlcpEGJVEoXqPr7MYlIpFhMosOrLSA7Xg1uRrv2WZFSol6vl/LcmmqhBbRGo4nQaDTwwgsv4IUXXkj9fRAEowj2wcEBTk9P0e120e/30ev1MkU2EEbIh0WPcaF97do1XLt2bSZnkW/8p/k6PQLA0/+3/+OlX0dzATvvoHdjo536eyEJOm76lrbjGxj0bSXxvCgMhe6MFuNKUfx55ObOQtNwlQT0IggUXDwESCmfuOeFLiW6icrVQAtojUajhGEYeOqpp/DUU09lHjNMFXn8+PGo6czQUWTYPv3k5ARSpk9jhmGM0kbGhfawAPLatWszV7q//jf/ofLfPPP/+M8Tj01oEJdACnrl7Okokdiopdv7rdkEaPXQ902liGDPs9Cy010dynAiIUSuVFrLMhCI/Gk3oQ3e4tO3Tk5OAADNZnPBZ6KZB1pAazSawhlPFZmEEGLkgR0X2oPBAO12G8fHx6lCmxAySh0Z5mfHhfbe3l6hllLf+cmPpT7+/G/+k1x/L5HTheOKcBmxKyXBWddGO6NhTs32UbcuisC4oCPxu8rFhMaCLOzKwl9CX+h2O9yFWVvL712vWV60gNZoNAuDUoq9vT3s7e1NPE4IgcPDQxweHo7ystvtNrrdLhzHmSq0xyParVZr1JRmd3d3JLRnsfN75cc+oXT80/88GcleRgzFltqFIUlme+5e30avf5EyQqlAveaf/1m2YJfarUMzI1pAXy20gNZoNJWHUor9/X3s7+9PPC4IgpHIThPap6enePLkyUShbdv2KHVkY2MjIrR3dnYKadP7+gfTI9lZJAS3gtAjhkh14MjCsvILYkLkUqUOTPrUCEl3KgEARgXWMlJGAKDvm+BTLNQ0q0+n0wEAbGxsTDlSswpoAa3RaFYGwzBw48YN3LhxY+Jxw7bqQ6/sodDu9XoYDAY4OTnB4eFh6t+OC+1Go5EQ2vv7+9ja2ipEaA/JEtxP/8r/obDXWBSqPs2qx6ssCLIgRGKv3s38vWexSCtqTzAMgrAJCCVyYnpF1XOrNfnpdsNrZHNzc7EnopkLWkBrNJorx7S26kM8z8Ph4eEoR/v09HQktB3HwfHxMQ4ODlL/dthmPS60t7e3RxHtzc3NmYT26z/1v1P+m2d/4+cv/XplICSBF+QvGPMDplSHOQ+HD4txABdCPfAvvlMhCbyUNtVD1iwXW3Y/1YmjE9hTm4NoyuWP/+f5rTH7/T4AaB/oK4IW0BqNRpOBZVm4desWbt26NfE4z/Pw+PHjUUR7KLT7/T4Gg0FmF0ggTE8Ztlsf5miPC+39/X2sr68XFtF+9a/9bObvqiauq4JKO3QhCXp+fitGiwbYMAepv2sa2WkjrjDQC8ZyvUssIqyz/J35HGFWXvQP/PwtwpWedzAAIaTQ3SdNddECWqPRaGbEsizcuXMHd+7cmXic4zg4ODjAwcEBjo+PcXJygk6ng36/D8dx0Ov1Jgrt8Yj2sCvkuNButVozTd6TxHUWf/nffvTSr7csbNjpNnxlM8mlpM78iLDtBTbcnNZvQlIEkk517qBEgBGJDZYu8FOfu+LdQIUk6LmX95qfhOM4WjxfIbSA1mg0mjlRq9WmemgD4VbweI726elpQmg/evQo9W+HQrtWq6UK7evXrxfWfh0AvvSXPqP8N1dBdM8TIYlSIxFPMASCwkO24DaoACUUFBInQbIxSIN5aFDvUudbNIFglfCBdl0XjOm28VcFLaA1Go2mYjQaDTzzzDN45plnJh7X7XZHQvv4+BhnZ2ej1BHXddHpdPDw4cPUv6WUwrKsUUR7fX19lDqyt7eH69evl9ZRbZLofvv/++OlvOYqE0gGXrCAHKZhUCJx6ievg3ZQA8uIkBvnXQun+XwzpEfAfcngifzypCpRb8/zCvWd11Qb/U1rNBrNktJqtdBqtfDss89OPK7dbuPg4ABHR0c4Pj6OtF93HGei0GaMRSLaQ6G9s7ODvb09XLt2rVCh/Yf/s/+98t9k5W5XQ1atJkJSiBR9TIkABT0/ZspzkPRvSEgKiwZKIroKBEGAer2+6NPQzInlujo1Go1Go8z6+jrW19fx/PPPZx4jhEC32x0VQ56cnESE9rAz5IMHD1L/ftgVclxoD1NHhu3Xy3InuEzu9pC3/rc/V+CZaFQQE9JOTCJgsskpIgIEvmCwaIAsOSPm2OY7CALYtj39QM1KoAW0RqPRaEApHQntF154IfM4IQTa7TYeP348imgP26/3+330ej2cnZ3h/v37qX8/LrRrtRqazSbW1tawvr6Ora0tbG9vY2dnp7T0kTh/NMGmTIvrakMhYdMgFMg03SklLtKFJPA5gxjrZEmpLMSPWwihLeyuEFpAazQajSY3lFJsbm5ic3MTL774YuZxQgicnp7i8ePHePLkSURoDwaDkdAWItsJYmjxN8zVHnaIXFtbGzWvGQpuyyreWWGSuJ7GD33pH0w9hhKJLSu/w4VGnbi9n5AMUiLSjIfzYiLUUkqdwnGF0AJao9FoNIVDKcX29ja2t7enHjtsSjPsCjkU2sPOkK7rot1u4+TkZKrgNk0zUhzZarWwtraGzc3NkeDe2toqvdjrv/vL/0Xm74bimhKJ+pQ0hUWj2qrdLNGPet584z/NvwPhOKHV4bx2TjSLRwtojUaj0SyUWq2WqzPkkG63OxLcw6Y1Q5u/oeAeDAZ48uQJpMzemh8WSFqWhXq9PuoYOZ6/vbOzU2gjG2CyuJ7G/+Y/vL+w88iDlZEasax4Ob2yVTk5OQEANJvNUp5fUz20gNZoNBrNUjF0H5nmpw2EqSSdTieSr91utyMuJK7rotfrgXOe+TyEkJHgHqaTNBqNUf72MMK9u7tbqM92nP/LO/5fM/39B37/w5XvFKiCAFGysXvYW4co4f23220AwNraWuHPrakmWkBrNBqNZmWhlGJjYwMbGxt47rnnph4vhEikkwwF92AwgOM4I0eSaekk4xaA44I7nr89z8KzX//z/2zi73/0K393TmdSHEV7YF+GoYBeX19f8Jlo5oUW0BqNRqPRnEMpxe7uLnZ3d3Md73neqEjy9PR0JLjH87e73S5OT09zF0wOBfcwnWRjYwObm5vY2dnBzs5Oqfnbv/2Dv3zpv/0b//1PFXciS0a32wWgBfRVQgtojUaj0WguiWVZuHHjBm7cuJHr+H6/nxDc8fzts7OzXPnbhmHAtu2R4G61WpGOkjs7O9jc3Cw0f3sS//f/5Fdmfo6/+7X/1ewnsgCGAnpra2vBZ6KZF1pAazQajUYzJxqNBhqNBu7cuTP12GFzm+Pj44jgHm9u43ke+v0+OOeZgns8f3u8YLLVao3SWzY2NrC7u1t4waQqv/zOX5t6TBVFdr/fBwDtA32F0AJao9FoNJoKMt7c5plnnpl6vBACZ2dnODo6GnWS7HQ6iYLJbrc7sWASuIhwD4smhx0mxxvfDAsnt7a25iq684jsabz4W5f3+E5jMBiAZLQm16wmWkBrNBqNRrMCUEpHgjYPQRDg+PgYX/jCF3B8fIw//+f/fMR/23EceJ6Xy4N7+PrjonvoxT0uuscLKMv24p6EisdzHhzHWWjkXjN/tIDWaDQajeYKYhgGrl27BiDM5X7Pe94z9W88z8PJyUnEoaTT6SREd57CSSDqVjIuusctAseLKMvoOFkErusudEGgmT/629ZoNBqN5grjeV5u8WdZFvb397G/v5/7+YMgGKWUjDe+6fV6o9QSz/PQ6/XQbrenppcMRfewiHK8zft458lhisk8ugP6vq8F9BWDyEllvhqNRqPRaDQajSaCTtjRaDQajUaj0WgU0AJao9FoNBqNRqNRQAtojUaj0Wg0Go1GAS2gNRqNRqPRaDQaBbSA1mg0Go1Go9FoFNACWqPRaDQajUajUUALaI1Go9FoNBqNRgEtoDUajUaj0Wg0GgW0gNZoNBqNRqPRaBT4/wOU+qPWWA6QxwAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "_, _ = pvdeg.geospatial.plot_sparse_analysis(\n",
+    "    ds.drop_dims([\"time\", \"distance\"]),\n",
+    "    data_var=\"annual_poa\",\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "20c4a7b6-8bd4-4b93-9081-33b35b97ca5d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "first_day_ds = ds.drop_dims(\"distance\").isel(time=slice(0, 24))\n",
+    "\n",
+    "proj = ccrs.PlateCarree()\n",
+    "\n",
+    "fig = plt.figure(figsize=(20, 30))\n",
+    "\n",
+    "for i in range(24):\n",
+    "    ax = fig.add_subplot(6, 4, i + 1, projection=proj)\n",
+    "    ax.set_title(f\"hour {i + 1}\", fontsize=10)\n",
+    "\n",
+    "    single_fig, single_ax = pvdeg.geospatial.plot_sparse_analysis(\n",
+    "        first_day_ds.isel(time=i),\n",
+    "        data_var=\"subarray1_poa_front\",\n",
+    "        ax=ax\n",
+    "    )\n",
+    "\n",
+    "    mappable = single_ax.images[0]\n",
+    "\n",
+    "\n",
+    "# Add a single colorbar for the entire figure\n",
+    "if mappable is not None:\n",
+    "    cbar_ax = fig.add_axes([0.92, 0.15, 0.02, 0.7])  # [left, bottom, width, height]\n",
+    "    fig.colorbar(mappable, cax=cbar_ax, label=\"Subarray 1 POA Front\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "05028a46-bb03-4d41-a151-049ce8256229",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "rpp",
+   "language": "python",
+   "name": "rpp"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/scripts/inspire_notebooks/pysam_america.ipynb b/scripts/inspire_notebooks/pysam_america.ipynb
new file mode 100644
index 00000000..5ea97941
--- /dev/null
+++ b/scripts/inspire_notebooks/pysam_america.ipynb
@@ -0,0 +1,2127 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "from pvdeg.geospatial import output_template\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "import numpy as np\n",
+    "\n",
+    "import pandas as pd\n",
+    "import xarray as xr\n",
+    "import dask.array as da\n",
+    "import pickle"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/xarray/core/dataset.py:274: UserWarning: The specified chunks separate the stored chunks along dimension \"phony_dim_1\" starting at index 500. This could degrade performance. Instead, consider rechunking after loading.\n",
+      "  warnings.warn(\n"
+     ]
+    }
+   ],
+   "source": [
+    "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
+    "\n",
+    "locationGetter.addLocation(\n",
+    "    country=\"United States\", \n",
+    "    downsample_factor=80, \n",
+    "    nsrdb_attributes=pvdeg.pysam.INSPIRE_NSRDB_ATTRIBUTES \n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "</symbol>\n",
+       "</defs>\n",
+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
+       " */\n",
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+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
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+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
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+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
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+       "\n",
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+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
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+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
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+       ".xr-var-dims,\n",
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+       "  text-overflow: ellipsis;\n",
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+       "}\n",
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+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 1TB\n",
+       "Dimensions:            (time: 8760, gid: 2018267)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int64 16MB 0 1 2 3 ... 2018264 2018265 2018266\n",
+       "  * time               (time) datetime64[ns] 70kB 2023-01-01T00:30:00 ... 202...\n",
+       "Data variables:\n",
+       "    temp_air           (time, gid) float64 141GB dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;\n",
+       "    wind_speed         (time, gid) float64 141GB dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;\n",
+       "    wind_direction     (time, gid) float64 141GB dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;\n",
+       "    dhi                (time, gid) float64 141GB dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;\n",
+       "    ghi                (time, gid) float64 141GB dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;\n",
+       "    dni                (time, gid) float64 141GB dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;\n",
+       "    relative_humidity  (time, gid) float64 141GB dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;\n",
+       "    albedo             (time, gid) float64 141GB dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;\n",
+       "Attributes:\n",
+       "    version:  4.0.1</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-8611d6b0-8f80-49fc-a57e-e2f183b6ca05' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8611d6b0-8f80-49fc-a57e-e2f183b6ca05' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li><li><span class='xr-has-index'>gid</span>: 2018267</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-8a13b198-caf8-45da-a6c8-bdc5db3067d1' class='xr-section-summary-in' type='checkbox'  checked><label for='section-8a13b198-caf8-45da-a6c8-bdc5db3067d1' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>gid</span></div><div class='xr-var-dims'>(gid)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 ... 2018264 2018265 2018266</div><input id='attrs-257ef327-9eff-4029-8fa5-df7a1399f5eb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-257ef327-9eff-4029-8fa5-df7a1399f5eb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-7b5390c9-4017-4b49-9081-07716a7fc02c' class='xr-var-data-in' type='checkbox'><label for='data-7b5390c9-4017-4b49-9081-07716a7fc02c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([      0,       1,       2, ..., 2018264, 2018265, 2018266])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2023-01-01T00:30:00 ... 2023-12-...</div><input id='attrs-bd1065ea-33ce-4217-8f68-1df42e9db5d8' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bd1065ea-33ce-4217-8f68-1df42e9db5d8' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-64010a93-43f0-4366-81ef-983644d2a83a' class='xr-var-data-in' type='checkbox'><label for='data-64010a93-43f0-4366-81ef-983644d2a83a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2023-01-01T00:30:00.000000000&#x27;, &#x27;2023-01-01T01:30:00.000000000&#x27;,\n",
+       "       &#x27;2023-01-01T02:30:00.000000000&#x27;, ..., &#x27;2023-12-31T21:30:00.000000000&#x27;,\n",
+       "       &#x27;2023-12-31T22:30:00.000000000&#x27;, &#x27;2023-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-93aca571-b598-44a9-aa95-ee8a0655272d' class='xr-section-summary-in' type='checkbox'  checked><label for='section-93aca571-b598-44a9-aa95-ee8a0655272d' class='xr-section-summary' >Data variables: <span>(8)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;</div><input id='attrs-4479b589-e144-4149-89da-793ff49b4cf9' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4479b589-e144-4149-89da-793ff49b4cf9' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a52dfe6a-0e3b-4aa5-a19f-4c5a08bf8128' class='xr-var-data-in' type='checkbox'><label for='data-a52dfe6a-0e3b-4aa5-a19f-4c5a08bf8128' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>True</dd><dt><span>physical_max :</span></dt><dd>70.0</dd><dt><span>physical_min :</span></dt><dd>-100.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>Celsius</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW2</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>Celsius</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 131.73 GiB </td>\n",
+       "                        <td> 33.42 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 2018267) </td>\n",
+       "                        <td> (8760, 500) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4037 chunks in 4 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
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+       "\n",
+       "  <!-- Text -->\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;</div><input id='attrs-4fbb8df0-808f-4f28-b0ba-064842736d28' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4fbb8df0-808f-4f28-b0ba-064842736d28' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b8b775c8-7506-4dac-ac3f-2e884f97ee24' class='xr-var-data-in' type='checkbox'><label for='data-b8b775c8-7506-4dac-ac3f-2e884f97ee24' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>40.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>10.0</dd><dt><span>psm_units :</span></dt><dd>m/s</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>IDW4</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>m/s</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 131.73 GiB </td>\n",
+       "                        <td> 33.42 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 2018267) </td>\n",
+       "                        <td> (8760, 500) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4037 chunks in 4 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"12\" y1=\"0\" x2=\"12\" y2=\"25\" />\n",
+       "  <line x1=\"18\" y1=\"0\" x2=\"18\" y2=\"25\" />\n",
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+       "  <line x1=\"88\" y1=\"0\" x2=\"88\" y2=\"25\" />\n",
+       "  <line x1=\"94\" y1=\"0\" x2=\"94\" y2=\"25\" />\n",
+       "  <line x1=\"101\" y1=\"0\" x2=\"101\" y2=\"25\" />\n",
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+       "  <line x1=\"113\" y1=\"0\" x2=\"113\" y2=\"25\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#8B4903A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >2018267</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,140.000000,12.706308)\">8760</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_direction</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;</div><input id='attrs-4fe827b7-8c85-4e27-b923-8624eab0dce7' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-4fe827b7-8c85-4e27-b923-8624eab0dce7' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3ce0de0a-8b03-48d4-8f88-eaaeb60b6d20' class='xr-var-data-in' type='checkbox'><label for='data-3ce0de0a-8b03-48d4-8f88-eaaeb60b6d20' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>MERRA2</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>360.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>degrees</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/merra</dd><dt><span>spatial_interp_method :</span></dt><dd>NN</dd><dt><span>temporal_interp_method :</span></dt><dd>linear</dd><dt><span>units :</span></dt><dd>degrees</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 131.73 GiB </td>\n",
+       "                        <td> 33.42 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 2018267) </td>\n",
+       "                        <td> (8760, 500) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4037 chunks in 4 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"31\" y1=\"0\" x2=\"31\" y2=\"25\" />\n",
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+       "  <line x1=\"82\" y1=\"0\" x2=\"82\" y2=\"25\" />\n",
+       "  <line x1=\"88\" y1=\"0\" x2=\"88\" y2=\"25\" />\n",
+       "  <line x1=\"94\" y1=\"0\" x2=\"94\" y2=\"25\" />\n",
+       "  <line x1=\"101\" y1=\"0\" x2=\"101\" y2=\"25\" />\n",
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+       "  <line x1=\"113\" y1=\"0\" x2=\"113\" y2=\"25\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#8B4903A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >2018267</text>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;</div><input id='attrs-82d1c5be-5cb6-4ac6-9186-0884c0ae037f' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-82d1c5be-5cb6-4ac6-9186-0884c0ae037f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5e98c2a9-904b-44af-9521-e1368474cde1' class='xr-var-data-in' type='checkbox'><label for='data-5e98c2a9-904b-44af-9521-e1368474cde1' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>800.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 131.73 GiB </td>\n",
+       "                        <td> 33.42 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 2018267) </td>\n",
+       "                        <td> (8760, 500) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4037 chunks in 4 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;</div><input id='attrs-1fa0701c-fe2a-41f6-8ba8-819abd95635c' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1fa0701c-fe2a-41f6-8ba8-819abd95635c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-510f64e9-1235-424e-b247-18d93de87b8e' class='xr-var-data-in' type='checkbox'><label for='data-510f64e9-1235-424e-b247-18d93de87b8e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 131.73 GiB </td>\n",
+       "                        <td> 33.42 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 2018267) </td>\n",
+       "                        <td> (8760, 500) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4037 chunks in 4 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
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+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >2018267</text>\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;</div><input id='attrs-c053927d-3a93-41e5-969a-2ce3a40addb6' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-c053927d-3a93-41e5-969a-2ce3a40addb6' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-b42a890d-d6db-455f-a272-1edb0afaf933' class='xr-var-data-in' type='checkbox'><label for='data-b42a890d-d6db-455f-a272-1edb0afaf933' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>output</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1350.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>1.0</dd><dt><span>psm_units :</span></dt><dd>W/m2</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>W/m2</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 131.73 GiB </td>\n",
+       "                        <td> 33.42 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 2018267) </td>\n",
+       "                        <td> (8760, 500) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4037 chunks in 4 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "  <line x1=\"113\" y1=\"0\" x2=\"113\" y2=\"25\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#8B4903A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
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+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;</div><input id='attrs-1cdc5586-5cec-4210-af7b-65312c813278' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-1cdc5586-5cec-4210-af7b-65312c813278' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-bcdcd942-db8f-4edc-ad27-6dc55429a195' class='xr-var-data-in' type='checkbox'><label for='data-bcdcd942-db8f-4edc-ad27-6dc55429a195' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000  500]</dd><dt><span>data_source :</span></dt><dd>derived</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>100.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>100.0</dd><dt><span>psm_units :</span></dt><dd>%</dd><dt><span>source_dir :</span></dt><dd>nan</dd><dt><span>spatial_interp_method :</span></dt><dd>nan</dd><dt><span>temporal_interp_method :</span></dt><dd>nan</dd><dt><span>units :</span></dt><dd>%</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 131.73 GiB </td>\n",
+       "                        <td> 33.42 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 2018267) </td>\n",
+       "                        <td> (8760, 500) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4037 chunks in 4 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
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+       "  <!-- Vertical lines -->\n",
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+       "  <line x1=\"88\" y1=\"0\" x2=\"88\" y2=\"25\" />\n",
+       "  <line x1=\"94\" y1=\"0\" x2=\"94\" y2=\"25\" />\n",
+       "  <line x1=\"101\" y1=\"0\" x2=\"101\" y2=\"25\" />\n",
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+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
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+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >2018267</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,140.000000,12.706308)\">8760</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>albedo</span></div><div class='xr-var-dims'>(time, gid)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 500), meta=np.ndarray&gt;</div><input id='attrs-cefb7b97-c3b2-41e4-b217-5f413277a0c3' class='xr-var-attrs-in' type='checkbox' ><label for='attrs-cefb7b97-c3b2-41e4-b217-5f413277a0c3' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ea8a1dd5-ac8a-4460-b3fc-55a0f0a4ad95' class='xr-var-data-in' type='checkbox'><label for='data-ea8a1dd5-ac8a-4460-b3fc-55a0f0a4ad95' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'><dt><span>chunks :</span></dt><dd>[2000 1000]</dd><dt><span>data_source :</span></dt><dd>MODIS-IMS</dd><dt><span>elevation_correction :</span></dt><dd>False</dd><dt><span>physical_max :</span></dt><dd>1.0</dd><dt><span>physical_min :</span></dt><dd>0.0</dd><dt><span>psm_scale_factor :</span></dt><dd>100.0</dd><dt><span>psm_units :</span></dt><dd>unitless</dd><dt><span>source_dir :</span></dt><dd>/projects/pxs/ancillary/albedo</dd><dt><span>spatial_interp_method :</span></dt><dd>AGG4</dd><dt><span>temporal_interp_method :</span></dt><dd>nearest</dd><dt><span>units :</span></dt><dd>unitless</dd></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 131.73 GiB </td>\n",
+       "                        <td> 33.42 MiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 2018267) </td>\n",
+       "                        <td> (8760, 500) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 4037 chunks in 4 graph layers </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
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+       "  <line x1=\"75\" y1=\"0\" x2=\"75\" y2=\"25\" />\n",
+       "  <line x1=\"82\" y1=\"0\" x2=\"82\" y2=\"25\" />\n",
+       "  <line x1=\"88\" y1=\"0\" x2=\"88\" y2=\"25\" />\n",
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+       "  <line x1=\"107\" y1=\"0\" x2=\"107\" y2=\"25\" />\n",
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+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#8B4903A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >2018267</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,140.000000,12.706308)\">8760</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-d5340515-d9e3-4b84-bb0d-3fe4e658a807' class='xr-section-summary-in' type='checkbox'  ><label for='section-d5340515-d9e3-4b84-bb0d-3fe4e658a807' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>gid</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ddc94d46-60af-4610-84ec-1e2313b98436' class='xr-index-data-in' type='checkbox'/><label for='index-ddc94d46-60af-4610-84ec-1e2313b98436' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([      0,       1,       2,       3,       4,       5,       6,       7,\n",
+       "             8,       9,\n",
+       "       ...\n",
+       "       2018257, 2018258, 2018259, 2018260, 2018261, 2018262, 2018263, 2018264,\n",
+       "       2018265, 2018266],\n",
+       "      dtype=&#x27;int64&#x27;, name=&#x27;gid&#x27;, length=2018267))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7ad5bfa0-1c0e-46c1-ab4d-e79e9191cedd' class='xr-index-data-in' type='checkbox'/><label for='index-7ad5bfa0-1c0e-46c1-ab4d-e79e9191cedd' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2023-01-01 00:30:00&#x27;, &#x27;2023-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2023-01-01 02:30:00&#x27;, &#x27;2023-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2023-01-01 04:30:00&#x27;, &#x27;2023-01-01 05:30:00&#x27;,\n",
+       "               &#x27;2023-01-01 06:30:00&#x27;, &#x27;2023-01-01 07:30:00&#x27;,\n",
+       "               &#x27;2023-01-01 08:30:00&#x27;, &#x27;2023-01-01 09:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2023-12-31 14:30:00&#x27;, &#x27;2023-12-31 15:30:00&#x27;,\n",
+       "               &#x27;2023-12-31 16:30:00&#x27;, &#x27;2023-12-31 17:30:00&#x27;,\n",
+       "               &#x27;2023-12-31 18:30:00&#x27;, &#x27;2023-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2023-12-31 20:30:00&#x27;, &#x27;2023-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2023-12-31 22:30:00&#x27;, &#x27;2023-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-b7f26dd8-ac7a-4c4e-a9e2-1778cd755f4e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b7f26dd8-ac7a-4c4e-a9e2-1778cd755f4e' class='xr-section-summary' >Attributes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'><dt><span>version :</span></dt><dd>4.0.1</dd></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 1TB\n",
+       "Dimensions:            (time: 8760, gid: 2018267)\n",
+       "Coordinates:\n",
+       "  * gid                (gid) int64 16MB 0 1 2 3 ... 2018264 2018265 2018266\n",
+       "  * time               (time) datetime64[ns] 70kB 2023-01-01T00:30:00 ... 202...\n",
+       "Data variables:\n",
+       "    temp_air           (time, gid) float64 141GB dask.array<chunksize=(8760, 500), meta=np.ndarray>\n",
+       "    wind_speed         (time, gid) float64 141GB dask.array<chunksize=(8760, 500), meta=np.ndarray>\n",
+       "    wind_direction     (time, gid) float64 141GB dask.array<chunksize=(8760, 500), meta=np.ndarray>\n",
+       "    dhi                (time, gid) float64 141GB dask.array<chunksize=(8760, 500), meta=np.ndarray>\n",
+       "    ghi                (time, gid) float64 141GB dask.array<chunksize=(8760, 500), meta=np.ndarray>\n",
+       "    dni                (time, gid) float64 141GB dask.array<chunksize=(8760, 500), meta=np.ndarray>\n",
+       "    relative_humidity  (time, gid) float64 141GB dask.array<chunksize=(8760, 500), meta=np.ndarray>\n",
+       "    albedo             (time, gid) float64 141GB dask.array<chunksize=(8760, 500), meta=np.ndarray>\n",
+       "Attributes:\n",
+       "    version:  4.0.1"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "locationGetter.weather_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1500x1000 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "locationGetter.plot_coords()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_weather, geo_meta = locationGetter.geospatial_data()\n",
+    "\n",
+    "geo_meta = geo_meta[geo_meta['state'] != \"Alaska\"]\n",
+    "geo_weather = geo_weather.sel(gid=geo_meta.index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "shapes = {\n",
+    "    \"annual_poa\" : (\"gid\",),\n",
+    "    \"ground_irradiance\" : (\"gid\", \"time\", \"distance\")\n",
+    "}\n",
+    "\n",
+    "template = pvdeg.geospatial.output_template(\n",
+    "    ds_gids = geo_weather,\n",
+    "    shapes = shapes,\n",
+    "    add_dims={\"distance\" : 10}, # this will autogenerate a range of length 10 for the coordinate axis\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pysam_fake_res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds = geo_weather,\n",
+    "    meta_df = geo_meta,\n",
+    "    func = pvdeg.pysam.sample_pysam_result, # this doesnt actually calculate using pysam, returns duplicate saved pysam sim value each time it is called\n",
+    "    template = template,\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# this plot is not great because there are a lot of rows with zero values\n",
+    "# each line represents the temperature at a fixed distance over time.\n",
+    "plt.plot(pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "single_location_irradiance = pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]\n",
+    "\n",
+    "plt.figure(figsize=(6,18))\n",
+    "\n",
+    "plt.imshow(single_location_irradiance, aspect=\"auto\", cmap=\"viridis\", interpolation=\"nearest\")\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nonzero_mask = np.any(single_location_irradiance != 0, axis=1).compute()\n",
+    "\n",
+    "nonzero_da = pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"].isel(time=nonzero_mask)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.figure(figsize=(10,6))\n",
+    "plt.scatter(np.arange(nonzero_da.sizes[\"time\"]), nonzero_da.time, s=0.1)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "This appears to happen because the model only calculates given certain constraints. We take less calculations near the end of the year and more in the center. We can probably ignore this safely and simply take a monthly average."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.figure(figsize=(6,18))\n",
+    "\n",
+    "plt.imshow(nonzero_da, aspect=\"auto\", cmap=\"viridis\", interpolation=\"nearest\")\n",
+    "plt.colorbar()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nonzero_da"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "month_ground_irradiance = nonzero_da.groupby(nonzero_da.time.dt.month).mean()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# this plot does not have labels but each line represents the avg irradiance at a\n",
+    "# fixed distance from the array for each month\n",
+    "\n",
+    "plt.plot(month_ground_irradiance)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pd.date_range(start=\"2001-01-01\", periods=8760, freq=\"1h\").year"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "{'01': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json',\n",
+       " '02': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/02/02_pvsamv1.json',\n",
+       " '03': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/03/03_pvsamv1.json',\n",
+       " '04': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/04/04_pvsamv1.json',\n",
+       " '05': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/05/05_pvsamv1.json',\n",
+       " '06': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/06/06_pvsamv1.json',\n",
+       " '07': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/07/07_pvsamv1.json',\n",
+       " '08': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/08/08_pvsamv1.json',\n",
+       " '09': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/09/09_pvsamv1.json',\n",
+       " '10': '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/10/10_pvsamv1.json'}"
+      ]
+     },
+     "execution_count": 6,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "weather_df = geo_weather.isel(gid=0).to_dataframe()\n",
+    "meta_dict = geo_meta.iloc[0].to_dict()\n",
+    "\n",
+    "# path to files\n",
+    "# 01 - 10\n",
+    "options = ['01', '02', '03', '04', '05', '06', '07', '08', '09', '10']\n",
+    "\n",
+    "config_dict = {\n",
+    "    option: f\"/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/{option}/{option}_pvsamv1.json\" for option in options\n",
+    "}\n",
+    "\n",
+    "config_dict"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "We run two different configs out of the 10 provided. The annual POA appears the same for these configs but the ground irradiance values are different as shown below. The distance indicies are not the real indexes."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "config_files1={'pv' : config_dict['01']}\n",
+    "config_files2={'pv' : config_dict['02']}\n",
+    "\n",
+    "res1 = pvdeg.pysam.inspire_ground_irradiance(weather_df, meta_dict, config_files1) \n",
+    "res2 = pvdeg.pysam.inspire_ground_irradiance(weather_df, meta_dict, config_files2) "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [
+    {
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+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 1MB\n",
+       "Dimensions:              (time: 8760, distance: 10)\n",
+       "Coordinates:\n",
+       "  * time                 (time) datetime64[ns] 70kB 2001-01-01T00:30:00 ... 2...\n",
+       "  * distance             (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa           float64 8B 8.306e+05\n",
+       "    annual_energy        float64 8B 1.385e+05\n",
+       "    poa_front            (time) float64 70kB dask.array&lt;chunksize=(8760,), meta=np.ndarray&gt;\n",
+       "    poa_rear             (time) float64 70kB dask.array&lt;chunksize=(8760,), meta=np.ndarray&gt;\n",
+       "    subarray1_poa_front  (time) float64 70kB dask.array&lt;chunksize=(8760,), meta=np.ndarray&gt;\n",
+       "    subarray1_poa_rear   (time) float64 70kB dask.array&lt;chunksize=(8760,), meta=np.ndarray&gt;\n",
+       "    ground_irradiance    (time, distance) float64 701kB dask.array&lt;chunksize=(8760, 10), meta=np.ndarray&gt;</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-bea24169-8fe4-4380-96ba-0326bb233c3d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-bea24169-8fe4-4380-96ba-0326bb233c3d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-2fc786a5-2bc4-4191-a23a-66aa797fe7b5' class='xr-section-summary-in' type='checkbox'  checked><label for='section-2fc786a5-2bc4-4191-a23a-66aa797fe7b5' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2001-01-01T00:30:00 ... 2001-12-...</div><input id='attrs-f33af90c-14e5-4ff5-a2d4-4e89eb7b7d13' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f33af90c-14e5-4ff5-a2d4-4e89eb7b7d13' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-78851f16-43ce-4970-bf1a-fce49e74fa16' class='xr-var-data-in' type='checkbox'><label for='data-78851f16-43ce-4970-bf1a-fce49e74fa16' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2001-01-01T00:30:00.000000000&#x27;, &#x27;2001-01-01T01:30:00.000000000&#x27;,\n",
+       "       &#x27;2001-01-01T02:30:00.000000000&#x27;, ..., &#x27;2001-12-31T21:30:00.000000000&#x27;,\n",
+       "       &#x27;2001-12-31T22:30:00.000000000&#x27;, &#x27;2001-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-bbb524bf-ba22-49a6-a430-bd602a560d4d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-bbb524bf-ba22-49a6-a430-bd602a560d4d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ab1de03-b104-4409-b23b-602cc4b4ab3c' class='xr-var-data-in' type='checkbox'><label for='data-5ab1de03-b104-4409-b23b-602cc4b4ab3c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-1c2b7539-fd04-4031-9111-4174d413c574' class='xr-section-summary-in' type='checkbox'  checked><label for='section-1c2b7539-fd04-4031-9111-4174d413c574' class='xr-section-summary' >Data variables: <span>(7)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>8.306e+05</div><input id='attrs-1799ba52-44b3-4101-82cd-b6f34e228390' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1799ba52-44b3-4101-82cd-b6f34e228390' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f80ccc6d-352b-48b7-be90-182d7c9429f3' class='xr-var-data-in' type='checkbox'><label for='data-f80ccc6d-352b-48b7-be90-182d7c9429f3' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(830567.07812716)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>annual_energy</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>1.385e+05</div><input id='attrs-14e8f879-18b2-40e8-a55d-820e9bfb2398' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-14e8f879-18b2-40e8-a55d-820e9bfb2398' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5cd93e40-bbe6-452a-90fb-5e72a57ac9d2' class='xr-var-data-in' type='checkbox'><label for='data-5cd93e40-bbe6-452a-90fb-5e72a57ac9d2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(138536.99889898)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>poa_front</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760,), meta=np.ndarray&gt;</div><input id='attrs-26273003-08f5-4bec-b0d9-3496431f8fbf' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-26273003-08f5-4bec-b0d9-3496431f8fbf' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a044b562-d783-4bf6-83ca-3e7cb6855593' class='xr-var-data-in' type='checkbox'><label for='data-a044b562-d783-4bf6-83ca-3e7cb6855593' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 68.44 kiB </td>\n",
+       "                        <td> 68.44 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760,) </td>\n",
+       "                        <td> (8760,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>poa_rear</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760,), meta=np.ndarray&gt;</div><input id='attrs-3d2019fa-b14a-4cc3-98aa-a19c2641753c' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3d2019fa-b14a-4cc3-98aa-a19c2641753c' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d80d0ad7-32a9-442b-9c86-c947a5fb79d5' class='xr-var-data-in' type='checkbox'><label for='data-d80d0ad7-32a9-442b-9c86-c947a5fb79d5' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 68.44 kiB </td>\n",
+       "                        <td> 68.44 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760,) </td>\n",
+       "                        <td> (8760,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>subarray1_poa_front</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760,), meta=np.ndarray&gt;</div><input id='attrs-dc48a2b3-6e04-4243-9737-1bad0976fb80' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dc48a2b3-6e04-4243-9737-1bad0976fb80' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-8d223772-6bd6-4e0f-aa63-decb017e67cd' class='xr-var-data-in' type='checkbox'><label for='data-8d223772-6bd6-4e0f-aa63-decb017e67cd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 68.44 kiB </td>\n",
+       "                        <td> 68.44 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760,) </td>\n",
+       "                        <td> (8760,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 120.0,0.0 120.0,25.412616514582485 0.0,25.412616514582485\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>subarray1_poa_rear</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760,), meta=np.ndarray&gt;</div><input id='attrs-6258faf8-711b-40cc-9f88-eda475a4b91a' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6258faf8-711b-40cc-9f88-eda475a4b91a' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-efb2ffaa-8740-48c0-84b9-edf325f1729e' class='xr-var-data-in' type='checkbox'><label for='data-efb2ffaa-8740-48c0-84b9-edf325f1729e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 68.44 kiB </td>\n",
+       "                        <td> 68.44 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760,) </td>\n",
+       "                        <td> (8760,) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"170\" height=\"75\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"120\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"25\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"120\" y1=\"0\" x2=\"120\" y2=\"25\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
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+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"60.000000\" y=\"45.412617\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >8760</text>\n",
+       "  <text x=\"140.000000\" y=\"12.706308\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(0,140.000000,12.706308)\">1</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>dask.array&lt;chunksize=(8760, 10), meta=np.ndarray&gt;</div><input id='attrs-175f1630-9a24-4701-bc6f-1de86298ba6b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-175f1630-9a24-4701-bc6f-1de86298ba6b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-391b9389-85ac-426f-bc6d-b8b31dd3ce5d' class='xr-var-data-in' type='checkbox'><label for='data-391b9389-85ac-426f-bc6d-b8b31dd3ce5d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><table>\n",
+       "    <tr>\n",
+       "        <td>\n",
+       "            <table style=\"border-collapse: collapse;\">\n",
+       "                <thead>\n",
+       "                    <tr>\n",
+       "                        <td> </td>\n",
+       "                        <th> Array </th>\n",
+       "                        <th> Chunk </th>\n",
+       "                    </tr>\n",
+       "                </thead>\n",
+       "                <tbody>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Bytes </th>\n",
+       "                        <td> 684.38 kiB </td>\n",
+       "                        <td> 684.38 kiB </td>\n",
+       "                    </tr>\n",
+       "                    \n",
+       "                    <tr>\n",
+       "                        <th> Shape </th>\n",
+       "                        <td> (8760, 10) </td>\n",
+       "                        <td> (8760, 10) </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Dask graph </th>\n",
+       "                        <td colspan=\"2\"> 1 chunks in 1 graph layer </td>\n",
+       "                    </tr>\n",
+       "                    <tr>\n",
+       "                        <th> Data type </th>\n",
+       "                        <td colspan=\"2\"> float64 numpy.ndarray </td>\n",
+       "                    </tr>\n",
+       "                </tbody>\n",
+       "            </table>\n",
+       "        </td>\n",
+       "        <td>\n",
+       "        <svg width=\"75\" height=\"170\" style=\"stroke:rgb(0,0,0);stroke-width:1\" >\n",
+       "\n",
+       "  <!-- Horizontal lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"25\" y2=\"0\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"0\" y1=\"120\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Vertical lines -->\n",
+       "  <line x1=\"0\" y1=\"0\" x2=\"0\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "  <line x1=\"25\" y1=\"0\" x2=\"25\" y2=\"120\" style=\"stroke-width:2\" />\n",
+       "\n",
+       "  <!-- Colored Rectangle -->\n",
+       "  <polygon points=\"0.0,0.0 25.412616514582485,0.0 25.412616514582485,120.0 0.0,120.0\" style=\"fill:#ECB172A0;stroke-width:0\"/>\n",
+       "\n",
+       "  <!-- Text -->\n",
+       "  <text x=\"12.706308\" y=\"140.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" >10</text>\n",
+       "  <text x=\"45.412617\" y=\"60.000000\" font-size=\"1.0rem\" font-weight=\"100\" text-anchor=\"middle\" transform=\"rotate(-90,45.412617,60.000000)\">8760</text>\n",
+       "</svg>\n",
+       "        </td>\n",
+       "    </tr>\n",
+       "</table></div></li></ul></div></li><li class='xr-section-item'><input id='section-6232f4b1-eb5c-42bf-b91c-96512a42a2b3' class='xr-section-summary-in' type='checkbox'  ><label for='section-6232f4b1-eb5c-42bf-b91c-96512a42a2b3' class='xr-section-summary' >Indexes: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-06f106e6-5e24-43c6-acb4-7a140cb297ba' class='xr-index-data-in' type='checkbox'/><label for='index-06f106e6-5e24-43c6-acb4-7a140cb297ba' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2001-01-01 00:30:00&#x27;, &#x27;2001-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2001-01-01 02:30:00&#x27;, &#x27;2001-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2001-01-01 04:30:00&#x27;, &#x27;2001-01-01 05:30:00&#x27;,\n",
+       "               &#x27;2001-01-01 06:30:00&#x27;, &#x27;2001-01-01 07:30:00&#x27;,\n",
+       "               &#x27;2001-01-01 08:30:00&#x27;, &#x27;2001-01-01 09:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2001-12-31 14:30:00&#x27;, &#x27;2001-12-31 15:30:00&#x27;,\n",
+       "               &#x27;2001-12-31 16:30:00&#x27;, &#x27;2001-12-31 17:30:00&#x27;,\n",
+       "               &#x27;2001-12-31 18:30:00&#x27;, &#x27;2001-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2001-12-31 20:30:00&#x27;, &#x27;2001-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2001-12-31 22:30:00&#x27;, &#x27;2001-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-53faad47-d922-401f-bf33-059e653b5f2b' class='xr-index-data-in' type='checkbox'/><label for='index-53faad47-d922-401f-bf33-059e653b5f2b' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ff6e9227-22ba-4775-968c-871af3e06af7' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ff6e9227-22ba-4775-968c-871af3e06af7' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 1MB\n",
+       "Dimensions:              (time: 8760, distance: 10)\n",
+       "Coordinates:\n",
+       "  * time                 (time) datetime64[ns] 70kB 2001-01-01T00:30:00 ... 2...\n",
+       "  * distance             (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    annual_poa           float64 8B 8.306e+05\n",
+       "    annual_energy        float64 8B 1.385e+05\n",
+       "    poa_front            (time) float64 70kB dask.array<chunksize=(8760,), meta=np.ndarray>\n",
+       "    poa_rear             (time) float64 70kB dask.array<chunksize=(8760,), meta=np.ndarray>\n",
+       "    subarray1_poa_front  (time) float64 70kB dask.array<chunksize=(8760,), meta=np.ndarray>\n",
+       "    subarray1_poa_rear   (time) float64 70kB dask.array<chunksize=(8760,), meta=np.ndarray>\n",
+       "    ground_irradiance    (time, distance) float64 701kB dask.array<chunksize=(8760, 10), meta=np.ndarray>"
+      ]
+     },
+     "execution_count": 12,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res1"
+   ]
+  },
+  {
+   "cell_type": "raw",
+   "metadata": {},
+   "source": [
+    "res2"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mask = np.any(ds1.ground_irradiance != 0, axis=1)\n",
+    "\n",
+    "nonzero = ds1.ground_irradiance.compute()[mask.compute()]\n",
+    "\n",
+    "nonzero.compute()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "mask = np.any(ds2.ground_irradiance != 0, axis=1)\n",
+    "\n",
+    "nonzero = ds2.ground_irradiance.compute()[mask.compute()]\n",
+    "\n",
+    "nonzero.compute()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#####\n",
+    "\n",
+    "# the following cells were for sharing with silvana for the size of the xarray\n",
+    "# we were using 30 minute 2022 data (not tmy) so i sliced it to be the correct size of TMY data\n",
+    "\n",
+    "#####"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pickle\n",
+    "\n",
+    "sliced_data = pysam_fake_res.isel(latitude=0, longitude=3).isel(time=slice(8760))\n",
+    "\n",
+    "# Specify the file where the pickled data will be stored\n",
+    "pickle_file = \"sliced_data.pkl\"\n",
+    "\n",
+    "# Pickle the data\n",
+    "with open(pickle_file, \"wb\") as f:\n",
+    "    pickle.dump(sliced_data, f)\n",
+    "\n",
+    "print(f\"Data has been pickled and saved to {pickle_file}\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import xarray\n",
+    "import pickle\n",
+    "\n",
+    "with open(\"sliced_data.pkl\", \"rb\") as f:\n",
+    "    loaded_data = pickle.load(f)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_data.nbytes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded_data"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "rpp",
+   "language": "python",
+   "name": "rpp"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/inspire_notebooks/pysam_geospatial.ipynb b/scripts/inspire_notebooks/pysam_geospatial.ipynb
new file mode 100644
index 00000000..0ce2d2fb
--- /dev/null
+++ b/scripts/inspire_notebooks/pysam_geospatial.ipynb
@@ -0,0 +1,319 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "from pvdeg.geospatial import output_template\n",
+    "import matplotlib.pyplot as plt\n",
+    "import seaborn as sns\n",
+    "import numpy as np\n",
+    "\n",
+    "import pandas as pd\n",
+    "import xarray as xr\n",
+    "import dask.array as da\n",
+    "import pickle\n",
+    "\n",
+    "from dask.distributed import LocalCluster, Client\n",
+    "from dask_jobqueue import SLURMCluster"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cluster = SLURMCluster(\n",
+    "    queue='shared',\n",
+    "    account=\"inspire\",\n",
+    "    cores=6,\n",
+    "    memory=\"80 GB\",\n",
+    "    processes=True,\n",
+    "    log_directory='/home/tford/dev/dask-logs',\n",
+    "    walltime=\"02:00:00\",  # Request a longer time\n",
+    ")\n",
+    "cluster.scale(32)\n",
+    "\n",
+    "client = Client(cluster)\n",
+    "\n",
+    "print(client.dashboard_link)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/distributed/node.py:182: UserWarning: Port 8787 is already in use.\n",
+      "Perhaps you already have a cluster running?\n",
+      "Hosting the HTTP server on port 38159 instead\n",
+      "  warnings.warn(\n"
+     ]
+    },
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "http://127.0.0.1:38159/status\n"
+     ]
+    }
+   ],
+   "source": [
+    "workers = 8\n",
+    "\n",
+    "cluster = LocalCluster(\n",
+    "    n_workers=workers,\n",
+    "    processes=6, \n",
+    ")\n",
+    "\n",
+    "client = Client(cluster)\n",
+    "\n",
+    "print(client.dashboard_link)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
+    "\n",
+    "locationGetter.addLocation(country=\"United States\", downsample_factor=9)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "locationGetter.plot_coords()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# this shows us that the data for poa_front is repeated 25 times for tmy, all years are the samer\n",
+    "res = pvdeg.pysam.pysam(\n",
+    "    pvdeg.weather.roll_tmy(locationGetter.weather_data.isel(gid=0).to_dataframe(), locationGetter.meta_data.iloc[0].to_dict()),\n",
+    "    locationGetter.meta_data.iloc[0].to_dict(),\n",
+    "    pv_model = \"pysamv1\",\n",
+    "    config_files = {\"pv\" : '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json'}\n",
+    ")\n",
+    "\n",
+    "# for i in range(25):\n",
+    "#     for j in range(25):\n",
+    "#         if i == j:\n",
+    "#             print(\"same year\")\n",
+    "#             continue\n",
+    "\n",
+    "#         if res[\"poa_rear\"][j * 8760 : (j * 8760) + 1] == res[\"poa_rear\"][i * 8760 : i * 8760 + 1]:\n",
+    "#             print(\"equal\")    \n",
+    "#         else:\n",
+    "#             print(i, j, \"not equal\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "inspire_ds = pvdeg.pysam.inspire_ground_irradiance(\n",
+    "    locationGetter.weather_data.isel(gid=0).to_dataframe(),  # function handles UTC -> local for us\n",
+    "    locationGetter.meta_data.iloc[0].to_dict(),\n",
+    "    config_files = {\"pv\" : '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json'}\n",
+    ")   "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "inspire_ds"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_weather, geo_meta = locationGetter.geospatial_data()\n",
+    "\n",
+    "geo_meta = geo_meta[geo_meta['state'] != \"Alaska\"]\n",
+    "geo_weather = geo_weather.sel(gid=geo_meta.index).chunk({\"gid\":4}).isel(gid=slice(0, 1600)) # exclusive upper bound"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "shapes = {\n",
+    "    \"annual_poa\" : (\"gid\",),\n",
+    "    \"ground_irradiance\" : (\"gid\", \"time\", \"distance\")\n",
+    "}\n",
+    "\n",
+    "template = pvdeg.geospatial.output_template(\n",
+    "    ds_gids = geo_weather, # times will cause error, fix below\n",
+    "    shapes = shapes,\n",
+    "    add_dims={\"distance\" : 10}, # this will autogenerate a range of length 10 for the coordinate axis\n",
+    ")\n",
+    "\n",
+    "# modified range as produced by the corrected times for the tmy dataset\n",
+    "template['time'] = pd.date_range(start='2001-01-01 00:30:00', freq='1h', periods=8760)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "client.scatter(geo_meta, broadcast=True)\n",
+    "# we do not want to scatter weather because it is larger than memory and will cause problems"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# 401 groups\n",
+    "# we have dont this with a few of them before \n",
+    "geo_weather"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "geo_weather.isel(gid=slice(4,10))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# 25 tasks at a time but this is the same as applying in blocks of 4 \n",
+    "\n",
+    "pysam_tiny_res = pvdeg.geospatial.analysis(\n",
+    "    weather_ds = geo_weather,\n",
+    "    meta_df = geo_meta,\n",
+    "    func = pvdeg.pysam.inspire_ground_irradiance, \n",
+    "    template = template,\n",
+    "    config_files = {\"pv\" : '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json'}\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pysam_tiny_res.to_netcdf('downsample9-conf01-pysam-ground-irradiance.nc', engine='h5netcdf')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "\n",
+    "print(os.getcwd())"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pysam_tiny_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "res = pvdeg.pysam.inspire_ground_irradiance(\n",
+    "    geo_weather.isel(gid=0).to_dataframe(),\n",
+    "    geo_meta.iloc[0].to_dict(),\n",
+    "    config_files = {\"pv\" : '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json'}\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "res.ground_irradiance[0][1:]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "loaded = xr.open_dataset('downsample20-conf01-pysam-ground-irradiance.nc', engine=\"h5netcdf\").compute()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "rpp",
+   "language": "python",
+   "name": "rpp"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 4
+}
diff --git a/scripts/inspire_notebooks/pysam_wrangling.ipynb b/scripts/inspire_notebooks/pysam_wrangling.ipynb
new file mode 100644
index 00000000..1142f466
--- /dev/null
+++ b/scripts/inspire_notebooks/pysam_wrangling.ipynb
@@ -0,0 +1,1060 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "418f5441-58af-40a8-b5d8-efa5234f9e04",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "from pvdeg.geospatial import output_template\n",
+    "import matplotlib.pyplot as plt\n",
+    "from matplotlib.animation import FuncAnimation\n",
+    "import seaborn as sns\n",
+    "import numpy as np\n",
+    "import cartopy.crs as ccrs\n",
+    "import cartopy.feature as cfeature\n",
+    "\n",
+    "import pandas as pd\n",
+    "import xarray as xr\n",
+    "import dask.array as da\n",
+    "import pickle\n",
+    "\n",
+    "from dask.distributed import LocalCluster, Client"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "2c571466-9b8f-4b82-b027-0dfb1b77fd3d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# geospatial scenario with downsample factor 120\n",
+    "tiny_res = xr.open_dataset(\"tiny-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
+    "\n",
+    "tiny_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3d648297",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "tiny_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d08c8138",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "plt.plot(tiny_res.isel(latitude=0, longitude=2).ground_irradiance)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c90afdea-0a28-45f4-96af-59fa51288765",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(tiny_res, 'annual_poa', 'nearest')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "40f7ff57-a8f2-43a0-b59b-0ee6099898d1",
+   "metadata": {},
+   "outputs": [
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+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 45MB\n",
+       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
+       "    annual_poa         (latitude, longitude) float64 256B ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0c623f3e-8c15-441d-adf8-5adcf49a8984' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0c623f3e-8c15-441d-adf8-5adcf49a8984' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 4</li><li><span class='xr-has-index'>longitude</span>: 8</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-3db56574-54cb-44a1-8d24-af004419d1c4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3db56574-54cb-44a1-8d24-af004419d1c4' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>28.13 34.53 40.93 47.33</div><input id='attrs-842ad7e2-cb2e-456f-8c9a-4d95f9361d05' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-842ad7e2-cb2e-456f-8c9a-4d95f9361d05' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9d3b8a1-0280-458e-922c-cd1107f5c0e2' class='xr-var-data-in' type='checkbox'><label for='data-d9d3b8a1-0280-458e-922c-cd1107f5c0e2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([28.13, 34.53, 40.93, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-119.1 -112.7 ... -80.74 -74.34</div><input id='attrs-05a6f9f6-8c64-4b1a-83ac-4e800cbb218e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-05a6f9f6-8c64-4b1a-83ac-4e800cbb218e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a84847e9-83fd-471c-bf48-1f19a1d7e414' class='xr-var-data-in' type='checkbox'><label for='data-a84847e9-83fd-471c-bf48-1f19a1d7e414' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-119.14, -112.74, -106.34,  -99.94,  -93.54,  -87.14,  -80.74,  -74.34],\n",
+       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-8b8774de-25da-4293-acb4-9128eaa93c7d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8b8774de-25da-4293-acb4-9128eaa93c7d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63a07642-6e85-4c3f-8ba3-c02328935480' class='xr-var-data-in' type='checkbox'><label for='data-63a07642-6e85-4c3f-8ba3-c02328935480' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-6a97be6e-ea42-4352-a56b-a9348e8d4689' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6a97be6e-ea42-4352-a56b-a9348e8d4689' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-27aa97f8-7bbd-48c1-bff8-8117d585ea57' class='xr-var-data-in' type='checkbox'><label for='data-27aa97f8-7bbd-48c1-bff8-8117d585ea57' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c6e914d4-c5f6-4723-8d28-108c6b117e34' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c6e914d4-c5f6-4723-8d28-108c6b117e34' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0cca6622-e5e8-42dc-b336-6b4e039dfd65' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0cca6622-e5e8-42dc-b336-6b4e039dfd65' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99b86fd0-685d-4244-82e6-ffed7ddb08b9' class='xr-var-data-in' type='checkbox'><label for='data-99b86fd0-685d-4244-82e6-ffed7ddb08b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[5606400 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d21ca5b8-a521-4450-8931-c47cfd1f82a0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d21ca5b8-a521-4450-8931-c47cfd1f82a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3f34157d-1546-40cb-ae53-1b171e2e6c3c' class='xr-var-data-in' type='checkbox'><label for='data-3f34157d-1546-40cb-ae53-1b171e2e6c3c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[32 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a6e2b15d-0a10-4db7-bc23-ea101e51a1d0' class='xr-section-summary-in' type='checkbox'  ><label for='section-a6e2b15d-0a10-4db7-bc23-ea101e51a1d0' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-851f6c16-5891-44ae-afe1-dd0fda38015e' class='xr-index-data-in' type='checkbox'/><label for='index-851f6c16-5891-44ae-afe1-dd0fda38015e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([28.1299991607666, 34.529998779296875, 40.93000030517578,\n",
+       "       47.33000183105469],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-96b4bf85-515f-491e-b985-5e794e7b48d2' class='xr-index-data-in' type='checkbox'/><label for='index-96b4bf85-515f-491e-b985-5e794e7b48d2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-119.13999938964844, -112.73999786376953, -106.33999633789062,\n",
+       "        -99.94000244140625,  -93.54000091552734,  -87.13999938964844,\n",
+       "        -80.73999786376953,  -74.33999633789062],\n",
+       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-4c5a1cbf-84ac-427f-b5c5-37538d90ee5f' class='xr-index-data-in' type='checkbox'/><label for='index-4c5a1cbf-84ac-427f-b5c5-37538d90ee5f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ae74bee8-37af-4304-ae5c-5ecc8e257ce6' class='xr-index-data-in' type='checkbox'/><label for='index-ae74bee8-37af-4304-ae5c-5ecc8e257ce6' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ddbaf001-3992-4c03-814a-687301c562e3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ddbaf001-3992-4c03-814a-687301c562e3' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 45MB\n",
+       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
+       "Coordinates:\n",
+       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+       "Data variables:\n",
+       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
+       "    annual_poa         (latitude, longitude) float64 256B ..."
+      ]
+     },
+     "execution_count": 2,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "# geospatial scenarion with downsample factor 80\n",
+    "# this fails to capture a lot of information still, it is only 23 points\n",
+    "medium_res = xr.open_dataset(\"medium-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
+    "\n",
+    "medium_res"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "da92f0ce-9120-405b-bbbb-38741721c3b5",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "pvdeg.geospatial.plot_sparse_analysis(medium_res, 'annual_poa', 'nearest')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "de82ccdf-50a5-47c0-b753-e8f92cf484b0",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "[<matplotlib.lines.Line2D at 0x7fa608f6fdf0>,\n",
+       " <matplotlib.lines.Line2D at 0x7fa609027280>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb655ff0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553340>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553430>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553520>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553610>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb553700>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb5537f0>,\n",
+       " <matplotlib.lines.Line2D at 0x7f99fb5538e0>]"
+      ]
+     },
+     "execution_count": 4,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": "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",
+      "text/plain": [
+       "<Figure size 640x480 with 1 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "plt.plot(medium_res.isel(latitude=0, longitude=0)[\"ground_irradiance\"])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "id": "67580a53-b5b3-4b5b-8da7-9ce4a9efe955",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "nonzero_mask = (medium_res[\"ground_irradiance\"] != 0).any(dim=\"distance\")\n",
+    "\n",
+    "filtered_data = medium_res[\"ground_irradiance\"].where(nonzero_mask, drop=True)\n",
+    "\n",
+    "monthly_avg_ground_irradiance = filtered_data.groupby(filtered_data.time.dt.month).mean()\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "id": "cb791439",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<xarray.DataArray 'ground_irradiance' (month: 12, distance: 10, latitude: 4,\n",
+      "                                       longitude: 8)> Size: 31kB\n",
+      "array([[[[         nan,          nan,          nan, ...,          nan,\n",
+      "          251.39039332,          nan],\n",
+      "         [ 58.11468011, 135.50811653, 130.04334361, ..., 133.85232808,\n",
+      "          181.60070609,          nan],\n",
+      "         [ 24.4110864 ,  33.46128267,  51.87048449, ...,  90.97590087,\n",
+      "          107.67174537, 131.8752547 ],\n",
+      "         [  8.26424536,  22.79696518,  19.23474817, ...,  24.92301527,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "          103.76320269,          nan],\n",
+      "         [ 55.77057148, 115.69480471, 112.8438219 , ...,  99.32727088,\n",
+      "          120.38113996,          nan],\n",
+      "         [ 22.53734324,  31.22800764,  51.19419846, ...,  86.67066136,\n",
+      "           96.55777299, 120.14957928],\n",
+      "         [  7.38388653,  22.51238988,  18.32837128, ...,  21.68954543,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "           42.57529255,          nan],\n",
+      "...\n",
+      "         [ 12.333173  ,  28.41159403,  22.87259253, ...,  27.3881325 ,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "          248.19258977,          nan],\n",
+      "         [ 42.87367917,  88.80021582, 106.52643991, ..., 113.11738056,\n",
+      "          164.02841003,          nan],\n",
+      "         [ 24.38907928,  40.30138706,  54.3540074 , ...,  52.7384575 ,\n",
+      "           77.66398026, 108.71171791],\n",
+      "         [ 12.03743894,  27.73215436,  22.3266134 , ...,  26.7337941 ,\n",
+      "                   nan,          nan]],\n",
+      "\n",
+      "        [[         nan,          nan,          nan, ...,          nan,\n",
+      "          245.29237797,          nan],\n",
+      "         [ 43.48132746,  88.60786711, 103.92382316, ..., 113.43129613,\n",
+      "          161.74577644,          nan],\n",
+      "         [ 20.04100436,  34.44959505,  47.99611584, ...,  52.2727773 ,\n",
+      "           77.46978657, 114.82469067],\n",
+      "         [  9.83042264,  22.66160408,  18.25205791, ...,  21.96490808,\n",
+      "                   nan,          nan]]]])\n",
+      "Coordinates:\n",
+      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
+      "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
+      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(monthly_avg_ground_irradiance)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "id": "365df99d",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ground_irradiance_4th_index = monthly_avg_ground_irradiance.sel(distance=4)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "id": "d79b185a",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "<xarray.DataArray 'ground_irradiance' (month: 12, latitude: 4, longitude: 8)> Size: 3kB\n",
+      "array([[[         nan,          nan,          nan,  55.55454222,\n",
+      "                  nan,          nan,  54.30759401,          nan],\n",
+      "        [ 35.66458307,  40.59103488,  40.46357   ,  44.17483044,\n",
+      "          38.23314725,  45.83745845,  47.71876003,          nan],\n",
+      "        [ 39.04732841,  59.41248872,  51.33722895,  45.81060321,\n",
+      "          44.22284708,  47.42881641,  63.82298453,  56.19135839],\n",
+      "        [ 18.42538431,  31.28036718,  32.88908583,  47.30613005,\n",
+      "          47.39860878,  39.10015323,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan, 104.8980246 ,\n",
+      "                  nan,          nan, 155.29302898,          nan],\n",
+      "        [ 36.79962246,  41.09304574,  45.26533339,  66.73025286,\n",
+      "          49.57519075,  53.01782325,  67.4399442 ,          nan],\n",
+      "        [ 53.60133553,  60.33875813,  55.05855703,  48.44754639,\n",
+      "          58.31600858,  59.08787611,  67.57435107,  54.71638341],\n",
+      "        [ 36.28722966,  46.43342067,  43.50432716,  62.83279925,\n",
+      "          60.6334192 ,  53.1093523 ,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan, 348.21173935,\n",
+      "                  nan,          nan, 378.74006794,          nan],\n",
+      "...\n",
+      "        [ 38.29083014,  37.54177384,  39.04654308,  53.44733554,\n",
+      "          56.17393716,  63.47109262,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan,  50.67159834,\n",
+      "                  nan,          nan,  76.8608843 ,          nan],\n",
+      "        [ 34.86013943,  34.68086615,  40.94334403,  48.2680945 ,\n",
+      "          45.57431594,  45.95696384,  53.67188758,          nan],\n",
+      "        [ 41.21827863,  53.5286527 ,  47.62802565,  49.86548579,\n",
+      "          47.2155504 ,  42.41094187,  48.98625946,  46.93656222],\n",
+      "        [ 26.93523979,  31.05764138,  27.01988711,  34.65464139,\n",
+      "          40.5100063 ,  41.67008131,          nan,          nan]],\n",
+      "\n",
+      "       [[         nan,          nan,          nan,  47.10179432,\n",
+      "                  nan,          nan,  66.80519706,          nan],\n",
+      "        [ 27.96973337,  28.58968181,  33.16463003,  50.27248172,\n",
+      "          46.83395599,  47.73322266,  51.28955115,          nan],\n",
+      "        [ 22.58342063,  34.84724638,  46.73696187,  41.06061184,\n",
+      "          44.12415287,  32.52202571,  41.72006111,  38.7341562 ],\n",
+      "        [ 10.55177385,  26.54350573,  21.51469669,  36.23303271,\n",
+      "          26.80682775,  24.15405281,          nan,          nan]]])\n",
+      "Coordinates:\n",
+      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
+      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
+      "    distance   int64 8B 4\n",
+      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(ground_irradiance_4th_index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "230ea6c3",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "ground_irradiance = ground_irradiance_4th_index\n",
+    "\n",
+    "mean_irradiance = ground_irradiance.mean(dim=\"month\")\n",
+    "\n",
+    "# Create the map\n",
+    "fig, ax = plt.subplots(subplot_kw={'projection': ccrs.PlateCarree()}, figsize=(12, 8))\n",
+    "\n",
+    "# Plot data\n",
+    "mesh = ax.pcolormesh(\n",
+    "    mean_irradiance.longitude,\n",
+    "    mean_irradiance.latitude,\n",
+    "    mean_irradiance,\n",
+    "    transform=ccrs.PlateCarree(),\n",
+    "    cmap=\"viridis\",\n",
+    "    shading=\"auto\"\n",
+    ")\n",
+    "\n",
+    "# Add map features\n",
+    "ax.coastlines()\n",
+    "ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
+    "ax.add_feature(cfeature.LAND, edgecolor='black')\n",
+    "ax.add_feature(cfeature.LAKES, edgecolor='blue')\n",
+    "ax.add_feature(cfeature.RIVERS)\n",
+    "\n",
+    "# Add colorbar\n",
+    "cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
+    "cbar.set_label(\"Mean Ground Irradiance\")\n",
+    "\n",
+    "# Add title\n",
+    "plt.title(\"Mean Ground Irradiance Across Locations\", fontsize=16)\n",
+    "\n",
+    "# Show the plot\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "81b980ee",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# unform downsample (40) with 81 points.\n",
+    "\n",
+    "# unform downsample (20) with ~350 points\n",
+    "project_dir = \"/projects/inspire/PySAM-MAPS\"\n",
+    "file = \"downsample20-conf01-pysam-ground-irradiance.nc\"\n",
+    "\n",
+    "medium_res = xr.open_dataset(f\"{project_dir}/{file}\", engine='h5netcdf')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "id": "dd2e927a-4a52-4a8d-af2c-93e4ad38b25a",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "monthly_avgs = pvdeg.pysam.ground_irradiance_monthly(medium_res)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "id": "5bd234c3-4ace-48fe-9025-ea305d32e029",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "48.93000030517578"
+      ]
+     },
+     "execution_count": 17,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "monthly_avgs.latitude[-1].item()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "id": "89e108e4-3cf1-40b9-b0e5-840945dfaf02",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "scale_factor = 4\n",
+    "\n",
+    "new_lat = np.linspace(monthly_avgs.latitude[0].item(), monthly_avgs.latitude[-1].item(), monthly_avgs.sizes[\"latitude\"] * scale_factor)\n",
+    "new_lon = np.linspace(monthly_avgs.longitude[0].item(), monthly_avgs.longitude[-1].item(), monthly_avgs.sizes[\"longitude\"] * scale_factor)\n",
+    "\n",
+    "dsi = monthly_avgs.interp(latitude=new_lat, longitude=new_lon)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "id": "e0320823-05a6-4f7e-96a3-8a412ab9f462",
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "<matplotlib.collections.QuadMesh at 0x7fd14ab9cfa0>"
+      ]
+     },
+     "execution_count": 27,
+     "metadata": {},
+     "output_type": "execute_result"
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 640x480 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "dsi.sel(distance=4).sel(month=4).plot()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "id": "6f0b7df8-8350-4885-b011-407746e92426",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "NameError",
+     "evalue": "name 'mesh' is not defined",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mNameError\u001b[0m                                 Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[28], line 28\u001b[0m\n\u001b[1;32m     25\u001b[0m ax\u001b[38;5;241m.\u001b[39madd_feature(cfeature\u001b[38;5;241m.\u001b[39mRIVERS)\n\u001b[1;32m     27\u001b[0m \u001b[38;5;66;03m# Add colorbar\u001b[39;00m\n\u001b[0;32m---> 28\u001b[0m cbar \u001b[38;5;241m=\u001b[39m plt\u001b[38;5;241m.\u001b[39mcolorbar(\u001b[43mmesh\u001b[49m, orientation\u001b[38;5;241m=\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mhorizontal\u001b[39m\u001b[38;5;124m\"\u001b[39m, pad\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.05\u001b[39m, aspect\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m50\u001b[39m)\n\u001b[1;32m     29\u001b[0m cbar\u001b[38;5;241m.\u001b[39mset_label(\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mMean Ground Irradiance\u001b[39m\u001b[38;5;124m\"\u001b[39m)\n\u001b[1;32m     31\u001b[0m \u001b[38;5;66;03m# Add title\u001b[39;00m\n",
+      "\u001b[0;31mNameError\u001b[0m: name 'mesh' is not defined"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# ground_irradiance = monthly_avgs.sel(distance=4)\n",
+    "ground_irradiance = dsi.sel(distance=4)\n",
+    "\n",
+    "for i in range(1, 13):\n",
+    "\n",
+    "    fig, ax = plt.subplots(figsize=(12, 8), subplot_kw={'projection': ccrs.PlateCarree()})\n",
+    "    \n",
+    "    ground_irradiance.sel(month=i).plot(\n",
+    "        ax=ax,\n",
+    "        transform=ccrs.PlateCarree(),  # Ensure data is plotted in the correct coordinate system\n",
+    "        cmap=\"viridis\",\n",
+    "        cbar_kwargs={\n",
+    "            \"orientation\": \"horizontal\",\n",
+    "            \"pad\": 0.05,\n",
+    "            \"aspect\": 50,\n",
+    "            \"label\": \"Ground Irradiance (January)\"\n",
+    "        }\n",
+    "    )\n",
+    "    \n",
+    "    # Add map features\n",
+    "    ax.coastlines()\n",
+    "    ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
+    "    ax.add_feature(cfeature.LAND, edgecolor='black')\n",
+    "    ax.add_feature(cfeature.LAKES, edgecolor='blue')\n",
+    "    ax.add_feature(cfeature.RIVERS)\n",
+    "    \n",
+    "    # Add colorbar\n",
+    "    cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
+    "    cbar.set_label(\"Mean Ground Irradiance\")\n",
+    "    \n",
+    "    # Add title\n",
+    "    plt.title(\"Mean Ground Irradiance Across Locations\", fontsize=16)\n",
+    "    \n",
+    "    # Show the plot\n",
+    "    plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "id": "4c90ac13-074c-4128-be2e-6ca29cc03a2e",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stderr",
+     "output_type": "stream",
+     "text": [
+      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/cartopy/mpl/feature_artist.py:144: UserWarning: facecolor will have no effect as it has been defined as \"never\".\n",
+      "  warnings.warn('facecolor will have no effect as it has been '\n"
+     ]
+    },
+    {
+     "data": {
+      "image/png": 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BQU/EUGwNDAwOCcaOHcuLL77I8uXL0TStmWtmR7Db7Z0kWdvQNC3u/v09n4NFW+YtXpuHH36YJ554gqysLB544AEmTJhAZmZmkyvxueeey6uvvtpm99qOsr9yHOjr1Xi/nHnmmS3cpfemrRbYpKQkILayHouLL76YL7/8kmuvvZalS5cyc+ZM8vLy2jVGezmQ89tTnrVGysvLmTZtGhs3bmTGjBm88847Md3896RxIaMtGeQNDAwMegKGYmtgYHBIcNJJJ3H99ddTU1PD/PnzOyUzcms01o1stJi1RmMG3j1rTFosFgC8Xm+rfVor5bI/5ObmsmHDhphZZbtr/co33ngDgCeffJLZs2e32L9p06YW2xrnOd45tfd8OyJHR2m0EJaUlFBXV9cmq21eXh6bNm3iT3/6E4cddlinyJGRkQFAVVVVu/qdeeaZXH311bz//vsAbapd25bnqHHf3rVaDXZTUVHBtGnTWL9+PdOnT+e9995rczx543WOFYdrYGBg0NPoWcuSBgYGBjHo379/U7zhdddd12SN6GwaE+K8/vrrrbo6vv3229TU1JCQkMC4ceOatjd+nMdKNtQYM9lZTJ48GYCXX3651f0vvPBCpx6vs6iurgagoKCgxb61a9eycuXKFtvHjRuHy+WisrKSTz/9tMX+srKyVrd3thwdJSsri1GjRqFpWptrDB9//PHAbgW8Mxg7diwA69ata1c/h8PBhRdeSGpqKn369OHUU0/dZ59JkyYhyzIrV65k1apVLfaXlJTw8ccfAzB16tR2yROLxsWljtT37Y5UVlYybdo01q5dy/Tp03n//ffb7GmiaVrTu2jP95SBgYFBT8ZQbA0MDA4ZHnvsMfr378+mTZuYMGECX375Zavttm3b1hSX2V7OOuss8vPz2bVrF9ddd12zj+TCwsKm+rBXX311M8vJtGnTkGWZTz75pJlcQggeeeQR/ve//3VInlhccskluFwuvvvuOx555JFm+xYtWsQTTzzRqcfrLBoT9Dz22GPN3LNLSkq44IILWlVK7HY7l19+OQDXXnstJSUlTfsCgQBXXHEFgUDggMuxPzRmRf7LX/7S6r2wbt26ZosiN9xwA0lJSTzwwAP885//bLVucmFhIS+99FKbZZgwYQJWq5VVq1a1e74efvhhKisr2bp1a5vcYPPz8znrrLMQQvCb3/ymmZW4vr6eyy+/nGAwyIQJE1okjuoojfWU165d2ynj7cmjjz7K4MGDueCCCzp97Naorq5m+vTp/PTTT8yYMaNdSi3oc1BXV8fAgQMNi7iBgcEhg+GKbGBgcMiQnJzMt99+y7nnnsvnn3/OlClT6NWrF6NHjyYpKYlAIMCmTZtYs2YNQghGjBjRbjdOq9XKf//7X4477jgef/xx5s+fz5FHHonX6+WLL74gGAwya9asJkWlkby8PK6++moefvhhpk+fzjHHHENKSgqrVq2iqKiIm266iXvuuafT5iInJ4enn36a888/n2uuuYb//Oc/DB8+nOLiYr7++mv+8Ic/8OCDD3ba8TqLm2++mY8//pinn36ahQsXMnbsWDweD19++SV9+/bltNNO4+23327R78477+Sbb77hxx9/ZODAgUydOhWbzcbXX39NJBLhggsuaJeVuqNydJTTTjuNu+66i7/+9a+ceeaZDB48mFGjRhEIBNi8eTPr1q3jueeea1K4e/XqxbvvvssZZ5zBH//4R+677z6GDx9OdnY2dXV1rF+/ni1btjB+/HjOP//8Nslgs9mYNWsW7733HosWLWqyCh8oHnvsMTZs2MAPP/xAv379mDp1KiaTiS+//JKKigr69OkT0+OgI5xxxhksXLiQ888/n5kzZzbFlt5www0MGjRov8aurKzk559/7lAW5iuvvLKp5E5jYipVVTnyyCOb2px44onccsstTX9feumlrF69GkmSSElJ4Yorrmh17FNPPbVVC3pjyaK2WNcNDAwMegqGxdbAwOCQIiMjgwULFrBgwQIuvvhinE4nX331Fa+99hpffPEFJpOJyy+/nM8++4yVK1cyfPjwdh/j8MMPZ+XKlfzud79DURTefvttvv76a8aMGcPjjz/OBx980OT2uCcPPvgg//znPxk4cCCLFy9m0aJFDB06lO+//55Zs2Z1xuk3Y86cOSxatIhZs2axfft23n33XbxeL0888QQPPPBApx+vMxg/fjxLly5l9uzZ1NfX895777Flyxauvvpqvvvuu5gZe51OJwsXLmyq3fnJJ5/w1VdfMX36dJYuXdrurMgdlWN/uPnmm1m8eDHnnHMOXq+Xt956i2+++Qaz2cyNN97ItGnTmrWfNGkSa9eu5ZZbbqFXr14sWbKEN998k5UrV5KZmcltt93G008/3S4ZGkvWzJs3r7NOKyapqaksXryYu+++mz59+vDpp5/ywQcfkJaWxs0338yyZcvalGW7rVxxxRXcfffdFBQUMH/+fJ555hmeeeaZZhb+rmDdunX88MMP/PDDD81c3Bu3/fDDD2zZsqVZn0ZXeSEEb7zxBs8//3yr/2K5zD///PPIshxTITYwMDDoiUjiQKeWNDAwMDAwMOgRCCEYOXIkmzZtYufOnU1ltAwOHZYtW8Zhhx3GaaedxltvvdXV4hgYGBh0GobF1sDAwMDAwADQ6zA/8MADhEKhTnWNN+g+3HrrrVgsFu69996uFsXAwMCgUzEUWwMDAwMDA4Mmjj32WE499VQee+yxDidZM+iefPPNN8yfP59rrrmGAQMGdLU4BgYGBp2K4YpsYGBgYGBgYGBgYGBg0KMxLLYGBgYGBgYGBgYGBgYGPRpDsTUwMDAwMDAwMDAwMDDo0RiKrYGBgYGBgYGBgYGBgUGPxtTWhsFgkHA4fCBlMTAwMDAwMDAwMDAwMDBowmKxYLPZ9tmuTYptMBikd+98ysoq9lswAwMDAwMDAwMDAwMDA4O2kJWVRWFh4T6V2zYptuFwmLKyCn766SsSElwAfPnld1xwwe848cQT+fDDD5va3nrrrVx//fVNf5eWllJVVcVxxx2Hx+MBYMSIEWzevJlAIMDAgX154YXHePLJ5zn33DMZOLAvP/64nE8+Wcgtt+jjPP/8G7x862dkS/moQmUrP5FFAQlSEh5RTZm0kwHyKCRJpljbCkCu3BdkmU3R5WQqvXHLKXi0GkrVQvqZRqOYTOyKFKISJc+sp7zfFFpOuimPJCUdn1bHrshm+lhGYpbMlEa3EyZEgWUwAJtDK0lRskgxZVGvedkZ/pk+lhFYZCtlkSL8mo8+1qEgSWwNriZRSSPNnENAq6covI4C81BssoOKaDFetZq+1hEAFAZX45TcpJt6ERJBtkfW0ss0CIfsoipSQq1WQT+z3nZbdAN2yUmm3IuwCLEumkq1eAjQ2NPLXCJEEm+QJc8jS+5NVETYqq4hW+5DguSmTlRSpu1koDIagJ3aFmQUcuTeaEJls7aGLLmABJGER9RQRhH9GIEsyewS2xBo9FL6AbBRXUmmnIdbSsUraikR2+knj0CRTJRo24iKCHmKPt+btVWkyTkkyxn6fGtb6KMMxyxbKVWLCIkABaZBAGyJrCbJlEWqKQu/5mNn5GcKLMOwSjbKozvx46WPdTgAW4OrSVBSSTfnEiBAUXAt+bZh2GUnlZGdeKJV9LWPAlmmMLAap+Imw1JASATYFlhNvn0YDjmRqshOqiOlDHAcps93YA1W2UGWpQ8REWJrYCW51kG4lCRqwiVURHYw0HE4AEXBdZgkKznWfkS1MFsCK8i29idRSaE2Wk5ZeBuDHEfo8x36GQmZXOsANKGxKbCUTFs/kkzp1KmVlIa2MMBxGDIKu8Kb0YRKnm0IAD/Xf0+GtQ/Jpky8opbiwM/0d47DJFsoCW4mrAUocI7Ur433B9KsvUix5OKL1rIzuJ6+rrFYZDtlwa34ox76uPR7YLN3CUmWTNKs+fijHor8a+jtHI1NcVIeLMQXraava5w+375lJJhTSbf2Jqj62Fa/igLHCOymRCpDRdSFSunn0uewsH4lDpObTGsfwlqArfUryLMPw2lyUx0upipczADXESAE2/xrsMp2sm39iWghttQvJ9c+mAQliZpIKeWhbQxyHanPd2Adimwm1zYQVUTZ5FtCtn0AblMatdFySgNbGOQajyTJ7AxsAKCXfTBCCH72fU+WvR9Jpgw80Up2BTYxwHU4imSiOLgRVUTItw/T59v3PRnWApLN2XijNRQHNtDPORazbKUkuIWQ5qe3Q38+N/mWkGLJIdWSS320lh2BdfR1jNbnO1SIX/XQxzFKv7/rl+M2p5NmySOg+tgeWENvx0hsiouK8Ha8kSr6Osfq8+1ficuUTIa1NyHVT6F/Jfn24ThMiVRGiqmNlNI/Qb+3Cn0rsCuJZDn6EVaDbPUto5djGC5zEtXBYipDOxiYqM/h9vrVWGQb2faBRLUwm70/6vNtTqUmVEp5aAuDEicCsKP+J2QUcu2D0ITKRt8PZNv0+a6LVlAS2MxA13jkhvkWkiDPPhSADd7FZNr6kmzOwhOpYldoI/1dR2CSzewKbCSihShwjgBZYmPdd6TbCki25uCL1LDTv45+CYdhVmyU+jcTVH30Tmi4Z+t+INmSTaotD3+0jqL6n+jjGotVsVMeKMQXqaavS5/DLd6lJFrSSLf2JhCuY7t/jX7PKi4qwkV4IpX0c44FVWNrYBUuJanhHeGn0L+aPMtgHEoCVZFd1ERL6W/Xx90WXIsNG1nm3kREmK2hVeSaB+JS3FSHS6iMFjPAOka/ZyMbMWMmWy4gKlS2RleRrfTFbUkl+7iRCBOce/VxSPLud/nOIhOXzenFTXdWMHlGPSZZ4LIJ6kMSUQ1SXYI0l0A+hIKMhIDPP3fw9tsuPvvMSSikn5zbrZKTE+XIIwNMm+bnmGMCSFIXC7sPhKDby2hgYGBwIFiw4CsuvfRahBAMGjSICy+8kAsvvBCHw7HPvh6Ph7y8PMLhcOcoto0kJLhITEwA4OSTZ9K3bz7z58/no48+4rTTTiMYDHLnnXfyj3/8g3/+859cccUV3HXXXTz++OPceOON3HLLLSQkJDBlyhRWrlzJ5MmT+eabb3j11Xf44YcVnHHGySQmJuDx+FiyZGXTsTZv3koQHybJDECdqCJD6oVJMhMlSp2oRJHMyJJMAK9+YpIZJIlaUUkauZgkCxoqtaISRVIwSRaC+IiIECbJAkCtqCSJTEySBYFGrVaxu62oJyB8TW3rtEoSlOSGvwW1WgWSJGGSLISEH5+o0fdJEh6tCpviamhbT61aQW+L3jYsAni16qZxPVoNJsXasC9ErVZJnjQIk2QhQggPu9vWizpkSQISKFTPp1qcgJON5Ck/4BVF1GhbGaQMpUg7jipxKW7xBCbJjECjjiqyKNDnUESpo7ppfv34UFAwSWZUJOqoIp3chr+j1IkqTJIJWVIICB8Cbfe1oYpUsjBJZjShUicqkSV9rCB+wgT2uI7VJJGmyyQJakUVsiTrc4ifelG3e15ENU6az3cf5JbzDXi0aqyKA5NkQRIBatVyChjW0DaIR6vS28oyPrUak2zGJFuIqCFqo+XkMRSTrM+/J1qJSW6Yb60WgcAkW1C1KLXRcnKsA/S+IkydWtkkg1/zYJHt+r0kCWrVcrJEH0ySBVVEqVXL92jrbTpvDZVatZx0CjDJFrSofhxFMqNIJgKaF1VEmmSqjZaTasnV26oqtdFSZNmESbYQ0LwEVV9T27poOW5LesPfgtpwqX5tZAtB1Ud9tLqprSdSjsPk1v+WoDZciuSSMMkWQpofb6Sqqa03UolFdmCSLUiaRG24lALnCH0OtUCzOfRFq1EkU8OchaiNlJLnGNLQNkRdpFxvKwT1ag0CVT839HPLQZ/vqAhTFy1vGtev1mIWNv1vTaI2Wkqm6NNwrSLURktRZAuyJONX6/R3hGxBCI3aaCnpWr5+HKEfR5HMmGQzQdVLRAvunsNIGSmWbL1vg0xKw3wHNR9+ta7ZfCeYU3fPd6QMSZKb5lC/9xrmO1qBXUlokJ+92gbwRPeY72glZtnaNL+1kVLyHcMb5jSIJ1yx+56NViMjY5KtREWE2nAJvRxDMMlWIiJEXaRsj7Y1qIqrYb41asOlZNv1+VYJUxve3dYfrW2Yo4b7OVJKpq1hvoU+3ybZrL8jNC+aUHffs5FS0qx5DceJUhveYw5VLyHVr7eVZerCZSRZszDJVv2dHC5puGetBFUfvmg1JtnacG3KcZqTG9pCbbikYQ6thLR6fHvNoU1x6vesBLXRUnpLu+9Zb+M9KzR8ajXmhnMNqyFqo2X0sjS8k0UQzx7Pfb1aC3Jiw3OuUqtWkGPuj0myECVMndjjHSHqsEoN7wjC1IpKMikgZ/RQTA4b1VopJWVVDB/SB6sZvEEYNFRizOES/34gg4lTSnAmmYkAqcmC7CQNq3nvX+2ew65dCrW1Cn36RLDb9SqElZUyV16ZyWefORk6NMRNN3k5/vh68vKiOBx6m0gUquvN2J0mLO36ojk4BMJQ4ZUIRyWCYVBkyEoSOK0Cs2IougYGBoc2mqbx0ktvctNN/4fJZOLLL7/kqKOOOmDHa1MdW4/Hg9vtZvv25U3KJsDq1euYPv10QOLwww/nu+++a9bv/fffx+fzcc0117By5Urcbjfbtm0jISGBvLw8KisryczMJDc3m9WrF8WV4azUv8Q+CUVp13ZA/3VpJ1JHlsFj/WrFmHahqrHH0lr2KVMPY0Pk10Rw0E95mwLlI2Rp9xiaKlih/omQSOYo8017HEhrk/jNZGvl+I1IcozzlGLPWbv7xLlmMa91vGsWYzwpjswi1rzFmZtY1zouHZAt5vzEugcPlllHa/+9FnfOYu3rzl+IHbkHYp1PvPOM9RzE6xNLtngyx7qmHbk2se7DePdnO9+rQGyZ471z1db7xH1Px9gXs89ex0jsnUXq4ALCXj+3v3g6CTb9dCMqlNdJfLckyG/PH8jxp1Rx1z1+0hI0HNbY4rQVIaDcI1EfkkhyCFJcB6fEvdcrcfnlWXz6qQNNk0hMVLn11ioGDIjw299mEg5LPPZYGbNm+VvtH47CjioZTUBeioai6Je61i+R6hKY4nwGHAyiKmwokRGi5T2ryAKbGZxWXdG1Wzr0aWLQA9EElNZKhCISYRUsJshP1Yzrb3DI4PF4ufXWe3nzzffw+wOYTCYef/xxLr300g6MpeuhdXV1JCYmxm27X4/QyJFDef/9lxFC8OOPPzbbN3jwYMaOHcucOXPYsWMH2dnZSJLEk08+SU5ODgBpaWmceuqp7NhRzFtvfUAwGETryEfwLxBNyGyInMeqyDUkyluZaPkTfUwfNFNqAarFcKrEKPopb3SRpAYGBgYGbcWzrZTCj3+g+Ns1JNp36/BmBXJTBLOnW7nqag/FhUnkJO2/UhtRoc4vUeuXqPPrim1ZnRRLp28zQkBdncyWLWZCodbbRKMwd242paUK//xnBfPn7+SUU3z88Y8ZnHdeNv37h/n666KYSi3oCoHbIQhGJDaVKWzYpbCxVEHV6BKlNhyFSq8+n0LoMuSlCMyKQJYE6Qka+akqfdJVeqVo2My67DuqZNYXy5TVSdTUS3gDHVsTNOgZVHgkqnwyvpBuzfcFJSq93Xhx1sCgHdx336P07j2O559/HbvdwW233UYgEOiQUguwY8eONrfdb8edI48cx1tvPccpp1yAoiioDavSbre7SYG1WHTXq9WrVzN//nzOOOMMJk2aBMDzzz/Phx9+yCWXXAtARkYaP//8XStHMmhECFgduYoKbSyDTc+TJ38a04DhF9lIREmXlh9cIQ0MDAwMOh2LCU4/tZ5HH0lh9Ggvt97q5sgjZfLyoh1yWjArkGgXhCKQYIewF6KaxOZSmb6ZGuY2KIc1NTIrV1pZscLGqlVWVq+2UlKiNMXDJiWpHHVUgORkDUUReDwKtbUyq1ZZqa1VePnlXZxwgq68HnVUkAsv9GC3awwcGInphLAnqS5Bgk0lqkEgrMcbpyccHIvz3hRVyQTC+oXQkjVSXAK3Q2C3CKp9EllJu+WKqlBTL5Hi1Mhyw5ZymXLPbnuDIgsSbQKnTf9/IfQFB1UDswnMikDV9IWJcFTC7RCkugQC/TvBsP51T4QAWQK3XeALgarp94vDKpq1qamX9HYO0a0dkrojqga+IPjD+rOhyIKcZEEsR0GDzmPu3Kt4771PyMhIZ9685zn++OM7NE4wGOSxxx7j3//+N1u3bm1zv06JSJk06ShGjx7OypU/NW1r9HAuKirixhtv5KyzzuKMM87giSee4OKLL2br1q0MGTKEa665hm+++Ybf/va37Nq1i5KSEj78cAEnnjij2THiuRXH3NcR19WO0BGXzhhLsfHkEpLep1odSrl2OCOtj5Fl+hFE7D6KGkFoMqqSiFmq33Ow9ssstf9DIaa7sb6z/TK0l47cA3F+QaQY3oRCjrO0HmtXR9xT43EwXHTjjdUR19lYdPbctFeGjrjudoR4Y3Vk3nri18/Buj87k3jvNREjjCDmWO1/D44cGebGGxfwj38M5De/KQDAbK4nJWUXkyZlkZ8fobj4e6ZOzeWww5LIy4tgjhN/K0lgs0CmWaAJqPZJukIp9BhWs0m3rpaXK5SUmCgpMbFpk5nVq3Vldvt2ffCEBJVRo0KcdJKPvLwoGRlRkpI0vvzSwdq1FjZtMqNpEm63RkqKyuWX13HCCfWMGtXcpDt2bAwTbxz5rWaworv1dhVqg2LdSGSP3wuTDPUhiUovVHklIiqIhruiPiQjsVvB2T2eRI1foia2wboZ/rBEWZ1AExISgl4pgiRn182HQetIEqQnCkBfUCqskImoEhUemagqEAK8QQlPQL8fyj2CjESBzSywmA5eFFFPIhTRvSMiqv7+qqmX0Pb4zpUlyHIL5C4OTdiTiAolNTLBiO6abjODw6IvhPXEfAnBYJDp089g3bqNjBkzhu+//77JsNlWCgsLeeCBB3j//fcpKipCCIHJZOKYY47k66+/b9MY+xVjuydbthRy2GEzm21bt24d+fn53HPPPVRWVnLLLbdQUFBANBpt1u6bb75h4sSJTcc58cQZvPTS483a/Crj1tgncQgptvE+dIWmoQmZVaGrAY3R1n/p33Fx+gTUFL4OPcRI86NkKT/sOVi7RY4XYxuLTlVsO3I9zbHXbjqi2MaMuYs3n7HmLd6j15EY21hz3ZEYxlh0RLHtiCJoKLYHT7Ht6hjbjjyHHTnPmDGuHYixjfe8x/Lh7cA7/7Wi2LklGruWliqsWWPlxRd/prQ0HbO5H9u2yZSUmGmMNrJYIjidK7jyygJmzQoxYkTrNel/3ljH489GkKQB1NeZ2LQpRFWFQsDvpqpSaRYnOmxYCLdbY8yYIKNGhRgzJkTfvpFf9Ed3IAyby/T7OdmhkZOiW4iEgOIaiZr6gzs5iizom65ha9+3pcFBJhSB4hqZ+pCELOn3THSPRQ5F1hONRVT9c6JfhobduKZAwzuwTqLSKyMhmhaL9iY9QWvmLdEdKKuTmnloNCIhSLBDqkvDte+yrd2CHTt2MWXKqVRX13Duuefy8ssvt7nvzp07+cMf/sCCBQuoq9OTe9psNsaMGc7555/FnDmn4vPVU1Awtk0xtp2WQ7Bfvz5MnXo0Cxd+Q1KSm9raOq6++moWLFjAK6+8wtatW3n66afJzc2lqKioqd/IkSMZM0Yvf9AorNYBBeqXwrbICVSooznC9rc2fdvZpSqSpJ/ZFj2BDHkZshTddycDAwMDg26PJEF2tkp2tp+ZM/MathYD4POF2bXLzK5dDt56axdffGHm4YfTuesumeuvX84f/+jAZjMRjWqsXRvlhx/S+dvfehEIluN2J5CZJVCFB3dqDSfMlkhLj/D5oveYMrUvs0/oS1a6itmsW0lsPdC60BkIAQJ9TbE+pFveZEmQnSRIdgqiGtRHoNonN1nfDiaqJrG9UqZ3es/OmH2oYzVDn3QNVdPXm2VJd1MPRiCqStgtugVPCCiu7oFeOQeAYBhCUd2yXVsvkerSqPXHzg3gD0v4grrFW5G7h5t+ilPgCwr84ebXVCDhCYAnoJDbEM7QndmwYRNTppxKKBTm3nvv5cYbb2xTv6+++qopuTBAWloKZ555Mr/97VzGjRvVYXk6NTn+f/7zIBdffA133HEjv//9zXz++ee8++67VFZWAqCqKkVFRYwZM4YVK1YwadIkvvzySzRN4+abbyYQCACwceOWzhTrkMGn5bAlchp9zB+SpLTd33yA+XWWhv/MT5HLGGl5fN8dDAwMDAx6NC6XhYEDYeDAAFOmJAMQiWzllFMC/POfY3niiSg2m0RVFYCCLAtOP93HTTd56NdPt+iGIhBWHSTYqgkGQ6Qn1TL6MBPuZI33PlvCho07OOec0xmQzS/GghSO6i7FviCEIhIF6Rqyose5WhTIT9Oo9kkUVsj4w7SaDfmgyqtKlNXJ5KcZmai6M5LUPNmZSQGXAvrSye42mpAIRcBu6d7KzoGkPgTbKmQ0IWExCfo15ALwBSUGZav4grCzWm7milwfkiis0Ce4T7raLSyhZhP0ydAoLJdbKLeNROI4FHUHwuEwxx8/h3A4wvvvv89JJ53Upj6zZ8/mk08+QZIkDj98DPfeewtjxozoFJnapdguWbKS6dOPibk/JSWJN954mvnzP+eee27hhBPO4bbbbiMlJQWv19sUd7tq1SpA19ZfeuklvvzyS/7zn/80jZOZmd6RcznkKY0egYkg/czvtKtfsryJQaZX2BD9NYPEK1ilugMjoIGBgYFBt8Vshvfes/LSS19QWzuSaFTC49lKSoqHiy7qg9utAbu/+Kxm/Z8nAB6/jZNOOx2nRWA2CfLSTPjqM5BkBY9f5dlnXuCC808nIcHVdSd4gIioUOOTqAtIBCO7P0AL0lTMCpTU6BluM90aQkCVrxuYg/bAF9JdWHtS4hwh9MUCl63rSzZ1JyINltxfKpEoFFXuVlrTE/TEWlvLZcJRfX7cDlBkje2VzZXbBJsgFIWyOhmbWesW95Us6YthxdX6QlhjnL2EwGXTE+O1h1tvvZd//es/JCe7mT37OEaPHsFRR41jwIC+yAcgTuTkk39Nba2HBx98cJ9KbTgc5o477uCRRx7B5/MxbtxIXn/9aVJTUzpVpnYptmeeeTEmk0J+fi7Dhg1m3LhRTJkykREjhiDLMiUlZRx55PF4PN6mPg6HgxUrVhAIBHj99df54IMP8Pl8fPrpp4Cu5Da6IjcybVps5fmXjEfri1vZ3CF34gxlGRuic6nT+pKhrDgA0hkYGBgYdHdMJpkLL8wHahu2JDf8i23RS7TrSZn8IQhEJPxhGDV2LCPHgCY0dhRX8cM6Lzlfr+O0E4448CdxEAlFYFNZyzq0NrMgwaYrYLV+fV+FR6LC0/20R1WTqPZJpHVRpui20DiPoaieaC2qgsPaNSWbujO907UetUDR6UiQnSzwh3QXXrMiqPNLhKL6pDSmLHDZoF+mrtzazeCy6eEBoGeb3lQqY7dAslNrVlatKzAr+nUVgqas54rcsXs/EAgCUFNTx/PPv87zz7/etM9qteB2J5Kbm83QoQMZN24UZ599Cg6Ho0Ny//Wvf+fHH5cza9Ys/vCHP7Taxu/38/jjj/Pxxx+zcOFCVFXF4bBzzz1/5Te/mduh4+6LdiWPOuuss9i0aRM///xzk9twI06ng2AwhKqq/PGPf6Smpoba2louvPBCPv/8c+69995m2bF27tzJsmXLOPnkkznmmGNYvHgxALIso2kaV155EXfddXNTeyN5FKzwX0lUODjMfl+b+zQmLtKEzILQcww0vUZv00dG8qh4fYzkUbExkkcZyaPASB7VTZJHdSe89SGCqq0h26vO3/72APX19dxzzy2AXi1B6mGZu/0h2FLe/B61mAQ5SRrhqJ651hdqfk6aqlJX5yXRnYDSmd8a+4GEYEiu1i1iC/cmEIZdNbo7ZqJdr/Vrt/TMJO8GB59tFTICPaNweoJo9mlTHwJHK/dSMKLXm1Y1PYY5LeHQKQUUjUa5/fb7eOyx59rUvm/fAs4882R+97uLYyYI3pNwOMypp87lu++WkpeXx9atWzGZmn9rR6NRrrnmGp566qmmhMF9++Zzww1XMWfOae0+J4/He2CSR1VUVLBixQqEENx666307duXzZs3s2zZMtavX4/H4+GBBx5g8uTJ2Gw2cnJy+OCDD1i1ahVer5fU1NSmsXr16kWvXr249dZbWbx4MZIkIYRAa/jx//e/n+PEE2cwYYK++htXEY2lBMTt08U/Nh1QKhJMxRSFp4OsNH9I42VSbigRJAMZ0RVsjM5Bk8z0Ns1HbqV2TVi4qFJHYJa89EovwpmZTMQfxLerCi10kPxfOvJ2iTGf8RXBzlP4YpUBAhB0cZBErPsj1oc2dK6y0RElsbOVuvbeU92hRFFnJtHrbNl6Ih25P2PcN5IW+x0Rs/paLI3iEEmWmOC0Yo9GuOWW+/n1r89i4MB+ZGamAWkAFBeXcOGFV/Poo/cwaFD/rhW2HTRagvYkHJXYVrn7QkcjUVasWE2vvFyyszNZt34jH330OVf97hLsDjsej5eEBFeXKvUCCW9A6nblf8JRfT6TnIK8VA1Lp2Z+MfglkOzUcMcwOjqtrW+3maFXil5y6VDDZDLxf/93M9dcczlff/0927cXU1xcQjQaRZZlPB4vixZ9S1VVDQBbt27nvvse5b77HsXlcuJyOTnyyHH8/e9/ITs7s9nYy5at4qyzLqWmppZjjz2W+fPnt1BqX3rpJS677DKCwSAZGWnccceNzJ49q8OW4Xaff3sajx49mtLSUoQQPPvss/znP//hoosu4sUXX+T+++9n+/btgJ7peNSoUbz44ouceOKJcf2u//3vfwO76942KriyLO9TK+9sJEUmsVc6dUXl3fJD0IIHp7QLVZgwdcAdeZT1X2yJnMbmyFkURk4mWd5AqrKWJHkjihTCp+WyNnwpKnbc8mYGpDyDv6IOR0YSfWYezs6vVxOq9R2AMzMwMDAw6OmsX7+JiooqvvrqewYO7Mfll1/QtC8SiZCRkU5Ghq7oqqrabmtmaWk599zzCJdcch4jRgzpVNlbIxyFXTWtK6NqNEpZeSU5OVnIiszyFWtwOB1kZ2fSp3c+55xzOnaHHYTg1Vf+x4CB/bo8zKrMI5Ho6F6WKYtJt4AbGHSUWErtL5309DROPz22/lVVVc1jjz3HO+/Mp7BQr1bj89Xj89Xzzjsf8c47H9GvX29Gjx6Oqqp8//0ySkvLkSSp1ezH0WiU2bNn89FHH2Gz2XjggTu56KJzDug5tka7XJGbOkkSZrMZi8WC0+nEZDKhaRrDhg0jPT0dRVHo27cvAwcOZMeOHbz44otUV1dz7bXXNpuIpUuXcuWVV7JkyZJmxzOZTESjUaZOPZq33tJN6Wdn3xFbwE602MpmE2lDC6jdWkLY28aq6B2hA4rzct/VBLQUJjhva7vFthWrnFfLpTI6iip1ODXaQAS76wCkK8sYapmHQgCTFMaS6CB9eF8SemUgoio7vl6Fv6ym3bK3i1i/unFWuyVz67UMJFOctZtYAQzxLLYx3RljWz9FrD4HyxW5I5aqg+Ue2pkLSJ1osfVFMyj3DyekJhJWXciSikkOYJKCWJR6XOZSXJZSrMoeCz37OBchIKI5UaQwihzZa59EsX88QTmfkEjCpEQxSz5MmgeHtpVky9YWfdpFPNl+Ka7IsWSO54ocq08cK2tcN+V2jvXa1j81jKkrWf6wRCCsW7giqj4NSQ7RrWMnW8Pnq2fChBO5995bOP746XHbzp+/gKKinfz2txdSUVHFWWddwr//fR9Dhw6kurqGlBQ947OmaTGTo4TDYTweL2lpqa3uj0VxjUT1nomghEBrWHj/8cflfP3191x99aVYLBY0TcNukTApegbWPfvs2LkLh8NOamoKmzdvZdWqtcyefRzmGL9bB5Jkp0ZusjDcfA0MDJoIBoO8+eb7fPrpQlauXMvOnbtatLHZbJx88sk88MAD9OrVq9m+pUuXMnPmTGpqahg3biTvvPM8LlfnJRJsjytyuxTb55//Fx9/vJBdu0qpra3D4/Hi89UTCAQJhcJEo1FaG05RFMxmM8FgkAEDBjBy5Eg2bdrE6tWrAZg7dy6vvfYaoVCoRd/f/OYC7rnnloOm2OodJZL75SBJEtWbi2N+rAkBFZFR1EQH4FRKybF835TYSQgIaGnUqX2ojfalLtoHgQmbXI1VriHfsgiX0vLGiYVXzWWx9w6G254l1/JNS0Fi0Jpiu2cfVVjwablomAGBW96C3OC+LJkU+h03nog/SN32Mup3VRKpD7ZZ5g5jKLaGYrsPNKEQiKY0HFbDIvswKeGYhwhoqdSE+lIXKiCkJRBRHUQ0O5IkMMv1WOR6THKAqGYnpCZSHeqHIoWxmeqwyD4EMlHNTkSzE1adiAZnF4vsxWUpIcW2lVTrRtzW7U3Pz57US31YXzeHypoMFCXC6PR5pFvXoQkZLwPZ5j+B0qpcEp112MweoqqZcNRGMOwkErUiSypZSVvpa3sLl6mk/RNmKLY9VrEVArZXyniDLc9ZkQVZbtHt6xzuTV2dh4ceeoqLLjqH/Pxc5s//nEgkzCmnHI+maXzyyULGjh1JZmY6d9/9MBs2bGLevH81c+Vdu/ZnJk2azbfffsDgwQP4298e4J135rNs2QIAzj77Mo4+ejxXX30pq1evZfLkU/noo9c48shx+5QvENZLh5TVSQgak9IIXn7pTQYM6Mv4Iw8j4A/g9wfolZOM2y5ItOvJbEprJaJa7Ptz69Zt/LxhM8efMAOA1avW0rtPfpti2zqLtASNLLeh3BoYGLRONBrlySdf4Lbb7kPTNNavX8+gQYNabfunP/2Jf/zjH0iSxB133MhVV13S6fIcMMV2+/bl+3z5appGcXEpO3bspKiomJSUZKZNOxqASy75Ax9+uKDJBamgoBdbt27n9NNPx2Kx8NprrzWNI8syQgiEEBxzzHjsSwbEPugBirE1O2wk9cnGU1zRqgvuztDRrPXPxSZVExJu7HIlVrmWqLAR0pIJC33y7XI5SaZCFIIEtWS8ah4SKhMTb8ckxVcUQ1oi6wPnUB0djEXycpTzdpS93ZD3Q7GNR2J+Jhmj+rP5g8V6+4MVC7YPBU0yKfSePg7frkoq1uj1fH9Jiq0mZKoig9kVGo83mkt/x3yyrMt/MYptWHWwtPK3eCIFzbYrUgir4sEie5EQqMKCKixENAdhTX9vOU1l2Ew1mGU/ZtkPyIQ1J2HVSVSzYZKDWBQfKbat5CV812ocuiZk/NFUfOFsfJEsPKFeVIf6EtUcKFKIZOsWkm2FuMyl2E3VlAVGsrXuWJKcVfRO+Iyy0OHsqh6Ay1FHMOQgqppJdFQxMOF/pNnW73kghID6aCa1YihF3kl4A26Gpr1Hnm1R+ybNUGx7nGKrWM38a8n1hKO6UmUxSwihZ4yVJLCaBXZzx3LAdTf+8Ie/Ul1dwwsvPEYoFCIraziPP34fc+acFtMS6/PV87//fcCsWVPJyspg+fLVFBYWccYZuuvd/ff/m+HDB3PccdOor/fzzjvzOffcM/D7A2zduo3hw4cgSRI//LCcYDDI5MkT0ASs3FCBZkrGarNSVlbOd4uXMPuU45FlmeXLVpGekUafghySHHqWVVtDTsxgGLaUNy8vsi8CgQBPPvE8M2dNZejQQYSCIcxmE/JByAHitgtyU7pnMikDA4PuwYwZZ7Bs2WqKi4vJyclptu/555/npptuorS0lKysDD744CX69etzQOToUsW2vYwZM43t23cyb9485s5tnvo5KSmJ2tpabDYrkzgr9iAHOHmUKzsVxWqmbntZsw+3LYET2RyczbFJV+JTcygMHockaZikABbJi9u0DbdSiEVurhT71TQWe27FqZTS2/op6ebVyESRUFt8r20JnsTm4KnkWRbSz/IuVtnTUsADpNjmTRqNGomw67u1+oZuotgC5E0ahTMzhbKVm6jZtPMXodiqwsLO0GQKA8cS0pJwKiVY5TpqIv2YmPR/uCzlrY91qCi2MqQPGcjCtecgm2Bg5mI8W7cihEJIcxHWEgmpiYTUBEBqcPkNYZJCJFqLSbIWYlHaGF7QznMRQsITyqUqOICq4EDqQvlEhR3Qrbr9Uj4nz/E1sqShCYUqdRy1wTzM1OI2bSHJuh1J2msu9nreNKHwc+B8dtUNZXLmLZjk3RZq2aSgReNlMDMU256k2CbmZ5I1ZgBnXTepaZtFEbjsgiSHaDXLZ08nHA43ufRu27aDPn3yD0iypU8/XcTZZ1/G+vXfkpWVwWWXXUetN8QTT/+bGr/EXfc8wZTJExg7bhQ7dhSzePGPnHTiTFwuBy4bJDsFCXY9TjWqgicgUVMv4Q93TNZwOIyiKCiKwmefLqJ4VwkXzp1zUC6wWdGt/SlOo1bsoUgwKLFzp4n0dLWhRrWBQdupqKhk0KAJjB07lqVLlzZt37JlC0cddSQVFZWYzWYuuOBX3HffrQekTm4jPUqx3b59B+PGHdvkqrynpRZAliXeeOMZnpq7KOYYscv9xH5Tt7fcj2xWyBo9gPK1hUT9usv0tsBUNtSfzYzU32OSYrlBtv4yqYoMYov/ZGqiA5uLTACXsotEZQe9rF9Rr2Wzuv4yprqvxSJ5Wx0rLvuh2O79sRxTSY7HAYqhTB/Rl9TBBdSXVbPjq1WxFVtLnBimWEpv3HI/MT6C48xNTMU23kLBHsp9VFjZEZzMtsBMIsJJtvV78m0LSVSK0DDxZc295Fq/ZbDrnX2O1Xx7nJdQrOcjbp8Y+zrpHuh1xBCWFJ7K2pVpXHzVGihfStG3P+1uEFcRipUBuwNz04bzEQLCqov6SBouSzkWuX6ffVrQyv1RzGzWbp/I1NxbMSsBUvpm4+6VTl1xJdVbdsWWLc7CS4cU25gyd+AdcYgptp2Rmaf3tLFYEx2ccdWEVvcPzlExG4pIh/B6ffz00wZGjRqGbLZTUScor9OayhHu2FGM253Y7FvHbRdkJe3O2OsJ6DVXvQGpXRbafVFRUUVdnYf+/fsQCoZ4772PmTr1aNLS2xcb3F4kBBYT2Cz6fxVJv42jmh7brWoSqtb8thdCf03azKIhu6xBdyEYlLj11lSee85NtCGr97Rpfl57bRddENZt0EM5/fSLWLjwG7755hsmTpwI6C7Kubk5VFRUcvnlv+bOO//UrJTrgeKAlfs5EBQU5NGrVw7bt+8AdFfmCy64gE8++YSysjIuvfR8pk8/hqdY1KVyahGVslVbcPfOxF9Ry67yLDbWn0a29YeYSm08Us0/k+r+GZ+ahSeajxAKAoWw5sSn5lARHc6O8BQUAoCGxMFfbYtrAepCUgbmkTIwHwCL69BNhxdQUygOTaAoOJWosJNrXUwf+0c4lKqmNgpRsixL2RGcQqZ1Fcnmwi6U+MARFg6+WHI8W7dlcOIJP5LmrsHjt3W1WDGRJLCafFhNDd4anfTdV1LdjzR3KUqDtVaxmrEkOFAPVikug4PC9i9XYnbYKLh9vO5+3KA7KTJYTbGdTQz2jd3hYuCIwynx7ray7vldlpeX26JPgl1gViAU0WNva+olApHOt6imp6eS3qDE1tf7iUaj2Oz6e66oaCdOp4PU1JROP65AIhRtvbRRPGRJkJFoKLXdjccfdzNvnps//amaI44I8vnnDh55JJmvv7YzbVqgzeP4/RLLltnIy4vQu3f7K3EY9Fx+/nkzCxd+w6hRo5qUWoATTzyR8vIK/vzna7jxxqu6UMLYdJnFtrBwOyeddD6qqlJWVgGA1WohFAoza9YsPvnkE/Lyclm58gtkWebsXn+LfRIHwWILugtxRXgY1ZFBlIdHkWLeyNjEx1rGvO5BR93SNCFTGj6cqugQUk0byLF+37kWlA6M1V0sts6sFFzZqST37wUCNry1CElpfY2mJ1lsNaGwIzSZei0Tv5ZFVWQwCmFyrN/Rx/4JdqW61WGiwsJyz++pjfall20xWZZlyFIEWYrqLu6yIKI5CWkJuruulkBYJBLWEghpiWjC3JAgRUJCY0jiGyTbi1qX+SBbbP2mAVSaj2PjlgIURTDliM+Rtn+MbDExdu4s/JV1rHu7IZlaN7LYdkqfVqyCuwJHsbr0DMymMEnOUkxmEIqTo0Z9SWDjN4bFNh49yGLbyKs/X99pY/1SEQKCEfAGJXxBCX+IpoRQbUWWGn+Xu87/+6UX3yQpKZGTTp6F0DRUVcNk3j/bhIQeI2ySIaLqint75sZlE/RJN1xcuxvHHZdLZqbK88+XAroFd8qUPOrqZB56qJyZM/3NXqFPPOHmq6/sjBwZ5pprarDbBT//bOb887PZssWM1SpYsqSIXr0M5faXQHFxCUcccRyBQIC1a9cyZIheWu20007jnXfe4cgjx/HRR6/tY5TOpdtbbIuLSzj66JPx+3evHCUnJ+Hx6K62Z511Fp9++ilud8IB9dluD1XhQSz3XIGGiUTTTgY5/0ue7Zu4Su3+IEsaOdYfyLH+cEDG78nUl1aDECT370WwxnNI1NcOakks8/4Bn5aNUy7FInsZ7nyBTOsyTFLLbOF7YpLCjEt8mB3BaWwNzGRHcFLMthIqFtmLRfZilb04lAoUKdwU31nkn8zqurmMkF8mxbq1U8+xESGgPpJJUHUT1Wx6HKwcxCSF0IQJc2oO9oJRrFndi13bE3EnBTnqyI0M6vczOxd+CYAWjrJx/g8MPfVoZIsJLfzL+MHNsX9HQu5WqiKjqFdzEFioDzj5/PuZnDx+G9VbihHxlFgDg0OcRkW2PiThD0nUh4ibpbgtdKVC28g555xGKKR7amwt3M4H73/KxZecR0JCx0pqmGRBnwwNW8ParyYa6/bKzcsVxUBCkJ5gvGu6IwkJWrP1OptN8PbbxVx5ZSZz5uQwYkSIc87xMGVKgNWrLfz5z+kcdVSABx9M5tVXE8jPj7BypY1evSL873+7+Otf09i40Wwotr8AVqxYw8knn4/f7+fFF19kyJAhaJrGhAkT+OGHHxg3bhQffvhKV4sZl4Ou2FZVVTNhwonNlNpx40axfv1G1IYn8b///S9CCJKS3LGGOaiENSfLPVeSbN7M6MSn9qloGBx4gjU+Cj9bQjQQ6lyrcBcQ0hJY6r0OVVg4KuFvJJp2ttvqo0gR+jg+I9++kJCWhCbMaJjQhAkhKQ0lbbyYJf/uJEWtLBoVOBayqvZifqz8Ay5TMW7LDhLMO3GZSrEqHqwmH2bZ3y6Dmbsgm+KyXGpqE5GjXqq0seyqGRy7QylI6wS9sos5PPctUpTVSEWCnXsZkT3FldTuKCcpP4PqzW0vndXTSTCXkGDeXfKnOjSQH0t+S1lwLGZR3IWSGRh0DeGonsSpvkGRVfdTke2OKCYTjgYvo/S0NCZOPIIElxOALz7/ioLeee3KSBrVJDaXypgUGuJn2zdnDiu4um80yC+SHTtMvPW2k5JShZGjQtSHaEo0l52t8tZbu1i40M5TTyVxxx2p3Hyz/g0webKft9/exebNZh58MJlIROKyy2q57roaPv7YybZtZtLTOx6a1hifbeQF6N489tiz3HLLPUiSxLx58zj/fF3BHTVqFJs3b+bEE2fw0kuPd7WY++SgKrYej5cjjpjVZJkFmDJlIv369WbZslVN21asWAFAYWEMd8iDTHFwAgKZkQnPGkptN0ENR1DDPT+usDIylLX+C9CEiSMS/oFTKduv8RQpikOpbL6xHUqy01TBUan3UREZSXlwBJ5ILrv8hzXVbQWQiWBRvNiUOsxyPXZbEEXRkIhiFaWk29fiMNcAUBoax+JVp+Ops6MoKqqqYLMGGZr1KWnyD5jkIKqwENVsRDUbyQWphKt3kJpjpb64BC0af4W4cNFKskf3/0UptnsimxT69w9QbilmwddTyE9NI8O0mGTLZhR538+HYjFhslkw2yxYE53IZoXKn3cYVl+Dbo8Q4AtCdb2MN9B+9+KeTKI7gcMOHwOApqpUV9eSmZkB6DWCA4EgWVkZ+xxHIBHpoL6S2sNqJ/dkVq+2UFOjEAxKhEL6v4wMlX79IvTqFSUQkPjXv5J46KFkRowKklMQ5ZzLayksl+mdrjUtQEgSTJsWYNq0APX1Ej/+aCMzU2XIkDCSBAMGRPj3v3dXV9iwwcxll2UB8M03dvr1i7Bhg4XBQ0I47PuWWwjwBvX/JrahvUHXoGkav/rVpXz++dckJyfz9ddfM2zYMJYsWcLMmTOpra3lkkvO4/77b+9qUdvEQVNsdVP2iVRX1wLQr19vnn76AcaMGcGjjz7TrG1CQgIJCQkUF+9s2taR0j3x+7TdxbkkfDgZ1pVYzAGglX5xLIaS1k5X6jgitzteF2LHonXAyhm39EKM8eLG5R6gjMlt2g6x4yg7uWyNtFd8pyrMbPKfTHloFH4tkxTTOoY5XmypkHYRkiTIcKwlw6GXedKETFBN1kvpiKSmkjpB1U1Yc+GXeiFU3Trs8Y6nsP54jkh/iFIxk40l48jL3MRQx0e4rUVowoQsRfea4hDQsNhVsQML4N3RsEuOv8RrdjrwV/v0dvGe6VjXNFafg1STN36sZox9e1ijUvrnEvaHGJc9j3TrGNYVHUNRcDiyrJLm1stBmeQAFlMQTVgIqomEVDehqBNFEThEkJkTv8fl8OMtqcJXUq1npN/X+fdwL4k2E2se4r3WY95rHYglNmiBEHpG4gqP1O5kR4cisqJw5lmzm/5etWotq1b9xO+uvBhZURCahnQAQrqqfBJOq1Em6EBzww1pfPaZk+3bW88XMmNGPevWWamoULjiilquu66agNATzCXYBNYYaUacTsHUqfETSS1bttskf8stadx5ZyrBoEzf/iFuv72K2hoFm1Vwxhk+ZBleey2BwkIzZ53lJScvQkSVMCkCp7XDp29wgNmxYxfHHnsmZWUVHHXUUSxatAiLxcJ1113HQw89hCRJ/P3vN3PFFRd1taht5qAptldf/WeKi3X3ub01/6uuuoRIJMqdd97PwIEDqampwWazHZAadh2hXk0ny7asq8UwOERY5b2EyvBQcq3fMsj0Bunm1d3621aWNBymKhymqvjKo6wQTEzgu/Kb+Grnn5FljWEZ79DL/s3urK6dHJPuK6vBV1bTqWP2JCo37XY9TmUhR2cuoD6SgUcZhU8aRFhNwxeyEPRaMJvC2K31uCw1pJmK0VDYVjKIrSuCOP1LUX8hcco9mbVrLbz5ZgJms2DKFD/jxgXxeBQ8HonsbBWnU19wEALWrLGwc6eZY47xk5BwaCxEBMJQXC0fkIzEhwpHHz2eYcMGISsK4VCY/zzzErNmTW2Xm3JbqA9JbCmXyXJrJNqN9ZkDwfz5Dv7znyTuvruC446rx2oV2O0Ck0lQXm5i/nwnH37o5IQTfPzmN3X076976XRWEN+553qZMCFAr15Rli2zsnSpneHDQ/zf31O44PwcJEkghMRz8/w4XRpff+kgFJLJ6xtmtFXFYgKLSYJEPZa7HfYkgwNMOBzmxhvv5KWX/ouqqtx8883cdddd+P1+hg0bxubNm8nJyeKDD16iT5+CfY4XCoUoK6skLy+ny3W3g5IVefv2HYwePU0/oCTRt28Bp556An/967XN2vXvP57q6hqEEJhMJqLRKBUV6zGZTMwp+HvsAxxgi+03VX/BIvkYlxwjA3K8KYxnkWknHbLYxjp+Z2c8PRgW2zgPixSjjlbcrMixCrrFeyhjnU8cl1kRFZSFR1EX7Y2EYHtgKr3tn9Pf9k7s43Qgs+reluF9jhVvFT9Wxuh9KLYArqGTqPUmEd76LQ5zVez2nc2hZrGNNV68Z2qvDL+O1ETUSJRwXT2ilSzcC3beTYHrawYlvdf243dUtlh056zIHckY3YkW21d/+n3T/y9Y4OBXv8omJUVDCKiuVhg7Nsjy5TbGjQuyZo2VCRMCDBsWYtEiB2vX6maSWbN83HBDDePG9dwwGiF0C2FpnYToBomc2oPVJHBadauVzaKXDWp8JUdU8AYkSg7QeQWDQZb8uILRo4eTkJjAxo1bEEJj0KABnXoci0mQ5hKkuISh4HYi//xnMg8/nMz27Vu71bzWB+G9BQ4G9Q2z8ScbLzzvRiC4+KI6Tj7JjyQLCitlIupuoSUELhvkp2mdmTjeoAN8/vnXnHfeFYRCIXJycnj55ZeZMmUKsDvz8fnnn8nDD9/V5gS+3323lBNOOIevv36f4cPj5FDpIN0uK/KCBV83/b8Qgi1btvHOO/M54ogxTJkyoam4r9VqplHPjjYoCuvWbWTkyKEHQ8yYDHK9xYra3/Bt1V8ocHxJru17THKwS2Uy6P5oQmZnYCLb6qfj1zKwyVWARJplHfn2Lw+JbM6toXjXY9pRgckoBN/l+Ks8+v+0okDLkkqWYxW7AuPon/hRm2JyDbqG2lqZ3/8+g6lTA7z22i4UBX76ycKuXSZUVcLtVvnpJysLFjjYudNEQUGE22+volevCDfemM6JJ+by4IMVzJnj7VYfyG0houpWWm+w5wguoSt5qa6WrqCRKFT49NhWVdPrxx4oZd1ms3HMpKOa/t6ypZBIOMKgQQMQQuD1+jqlhGM4KrGrViKqaaQnCkNx6STGjw/i9co8/3wiF17o6WpxmlAFDB8VIsutMXaojzm/8jXbH1VpptSCHs+tiV9SJHz3ZNWqtZx99mUoisLTTz/NpZdeCujholdeeSXvvPMOAwf241//unufY1VWVnHzzX/n3ntvYejQQbz66pOkp6dSVVXd5nrbK1ZY+e9/YdOm1Vx6aTozZ+5/ne6DYrH96acNzJhxBuFwhORkN2PGjODbb5cQDAbJycmksrKGI48cy1dffd+sX0ZGOuvXf4Msy11qsQXwRHqxtX4WZaHRpFrWc1jyv3fvNCy2hsV2L4utP5rKKs/F1EUKyLIsp4/9M9zm7c3axKxvCz3aYttlGBbb2NbHGMmgfJEMFpfegFmpp49rIW5LEXalCqviQaIDz65hsT0gFtvrr0/nv/91sXhxEbm57cv2EwxKXH99Oq+8kkhBQYTERI2TTvJx443d34XfG4Cd1fJ+l+s5mFgUQW6KFjNjsD8ERVVyiw//g4WqqiiKQmHhdt588z0uufg8UtP2/2OyEYtJMCDLsMp1Ftddl84rryTw449F5Od3j3AR0VAaymJq/fUlBNSHYFuF3JTUTZIEA7M0LF1SZNQAdO/Z8eOPIxpV+fbbbxk/fjwAn3zyCWeddRZer5fc3Gw+/PBlCgry9jnexo1buPjiP/Cf/zzA4MG6F8hTT73AzTf/ndLSnzC18h0ZCEhs2mTmrbeK+PbbRFasGIHFEiUQCAIJzJ7t47rrShg1qvmN1R6L7UFRbPdk2bJVzJhxpn5wSaK1w9vtNsaPH8frrz/VZM3tasW2kfWes9gVPJzxKf/EZWrIYGsotoZi26DYCgG7gkewzns2FtnHKPdzJMmt14M1FNtOxlBs263YAtSH09jincku/2E0ZkWSCZNmW0//xI9INLeScdpQbGP36WTFNhCQGDSoD1dcUcuf/1wd+7jsTqxkMwvslubbFy+28fbbLr791s6GDVZOOcVHcbGJxESNSZP8nHOOl4yMjpf06Ew0AWW1EpW+nhWUl2AT5KVqrb5WQhEoq5OpC3QPjS8cDrN5cyFDhwwESeKzTxeR2yuboUMH7de4CTZB73Qjq3pnUV8vMXRoby66yMPttx/E0J5OYFOpjM0sqPXLOK2CvhnGfdFVVFfXMnr0VHy+et577z1OOukkAD766CNOOukkFEXhttv+yO9+d3EbxqohIcGF2WxG07Rm7so7duxi585dHHHEGLxeH1arjfXrE3nuuSBvvqkRiQxEa1iodDo389vfpnDttTVYLBpvvJHIffclU1QkcfzxPzBvXhaNn/bdzhV5T6655i8ttv3tb3+jd+/e/PrXv2by5KN4550XDrZYbaa3cwFloZGsqZvLUan3dbU4Bt2IiGZjnfccSoKHk2P7nqEJb+gu693jW9HAoFWc5gpGprzM0KQ3CagpBKMpeCPZbPTMxq7UkJj0VleL+Ivm44+deL0yv/qVt8U+VYM6v0QgDMGI7taqaTAgq7niLUkwcWKQiRODbNli5vLLM9myxczIkSGqqhTuvjuFhx5KZt68UiZPjp8p9UDT0xJEmRVBWoJA1SA9QSDL+kKCYPeaYkmtRJVX6lYliSwWS5MSKzSNcCTStBDt8XjxeX3k5GS1axHJZtYVe4POw+kUnHhiPV9+2fPq5aQn6PHlvqDAZTtEY696AMFgkKOOOh6v18fTTz/dpNR+9tlnnHTSSZjNJr788l0GDeq/z7FUVeW00y5k3LhRPPDAnS1icPPycsjLy0EIOO641yktvZK6ujySk6Pk5HzNBRdITJxoZ8CAEElJAI2LtRLnnefllFNqOPvsQj79dBbTpkV45JESxo5tn6dCuyy20yxnYZL2snLFshJBC0tRpVrM8tAX+i4UNFSskp1UOZtydQcWycZR9pNRpJb6dleW+2miYarWe8+iIjycSam36dvjWF1iWVljWtfiEcvy1tnWpRjnE9difDAsw3EsjDEts7EsjxDbghLPWhrD8lUTzGd1zYVENAdD3a+T49gji3Ysi9DBKpnSXgsSxJ7rzrbYdsRfrSOlndppsRXdIBBRimlhjPccdp5VckX5hdSF85mQeT8Wpb5NfWJu78h8dvZ7Lda+eHPTEQt0rGeng+XFfJEsyoPD6Jvw+e6NDTKbnTb6TBtLsNaHPaXBm0qAt7iCXUt/bj5QnPsmpDpY7buU2khfjk66FZtS2yBanOe9M70dNA1JkUkbnE9yv1ykPd8LseTuiJdQnOPHJJZzghqlcs1WqjcWIVQNa5ILk82CFlFR7FYi9QGCVR4cmckUTD8srszxOOtPM9rdZ3/59tsfWLZ0FVf+7mJMJlObSwb1z1SbeQoYdA5/+1sKL76YyNq122I6mnVnSuskAmGJXskaJsXIoH2w0DSNRx99hn/84zF8vnpuv/12brtN11teeukl5s6di8mksHDhOwwdOrDN437yyUL69i1gwIC+DceB776z8fHHelmq1FSVb7+1s2mThdGjy7jttihHHx2I+zm+N6tXW/jd7zL46ScT06Z9y5NPJjJgwAFwRT7cdCxJclrzVM7tUGwjIkxxdDNagwnLLjmpUkup0ypIU3rR2zwUq+xoXdBupNiu8ZyPN5rLhJR79e2GYvuLVmz90VS+LfsTCaZiRiY/j8O0l7ugodjG6WMotrHoasU2EHbzXdn1pNvXMiLltTb1MRRbOl2xbZU9ZE7slY5nZwWJvdJJHZhHsNZH+ZotLcs3xblvhNCIaHa+qb0Th1LJSNdT2JWag6bYOlITyRrVH3NrgantVGzVUARJkZsrx/uinYptxB+kaOEywp76Fvtyjx5F2OunfOUmMkYPIHVwAU2G2h6i2ApNo6amjpTUZCLhCM888zIzjp1E//59Y/axW3RXUyO2tvNZs8bClCl53HprFddcU9vV4rQbTUCVV6LKJ6Fq0DtdM2rbHkAaFdr77/83Xq8Ph8PB7bffzg033MDOnTs57bTTWLp0KTabjU8+eb1NCXpLS8uZP38BF198brPtmzaZueSSLNassZKTE6V//zC7dpkYPz7InDlejj664x5Afn+UOXMKWbx4FkOGVPLTT5md74q8JPoZ2XJvMuV8nFICDimxXb9hZslCb3PzCcw2xX5RdlecSjlloTEIYaw8GUB9JBNVWBmW9GpLpdbAoIdiN9WSYt2MN5zb1aIYxMGzs6Lpv56dFR1eMDPLAcYmPsr3dX/h29o7mZpyLSbpwLqVmh1W0ob0JjE3tdPGrN60g+T+vVA6OUuNpqqEPfWE6uqpXFvYqlILULOxCGtSAlmHDSZ5QK9OleFgIckyKanJgP6RPHToQNLT0wDYvHkrmqYxcGBzt8XsJEOpPVCMGBHmiitqueeeFMaMCTFpUteGC7QXWYL0RN1lf08XfYPO55VX3uKmm/6G16tnqh4+fDgrVqzg0UcfpV+/fmzdqud8mTbtGF588VEcjtaNiXszf/4C/vnPf3P66SeSlKRXSn711QRuuCGdnJwo779fzIQJgbipW9qLw2HivfcGsGpVMaec4mpzv3a9+Qcp4/hZXUaJtg2AoaYj6CW33Xx9qOAylRAVDgJaKg6lZwXzG3Q+SdatWGQPGz2nMDblSWOxw+CQIaw5sSi+fTc0OCRwm7aTb/ucktB4ZKI0JhPrbGSzidSBvUjum6NbVtuhjPsrawl7A9hTEtAiKrZkF0IT+CtqcWQkkza0d6fKqkaiVKzZQu2WYkQ8b4lG+cprcPfJwd0nu2lbsMaL2WHrdGX7YGC1WZk0eULT35s3FRIIBnXFVgh8vnpcCS5Ka2VSXAK3Xb+WqgCTbCz+dxZ/+Us169dbOfvsbF5+uYRp03qWcgv6vdDW26GmXkICkpxGbG5bKCzczqmnzqWoqLjZ9k2bNmG324lGo5hMJiZPnsAtt1zHuHGj2jRuY7+LLz63SakNheC66zJ45ZVEzj3Xw333VeA8gNfp/ffv5qijsvj447a1b9dbtlBdC4CCiQy5F1lyQbsFPBRINm8BNKrDA3HYv+tqcQy6GLMcZHjSqyyv/g1VoUGk2X7edycDgx5Ahv0nfq6djT+aisNkLOId6oQ1F7tCR5Ft+fGAKCSSLJHUJ5vUgXltUvKEJtAiUWSzCU9ROVUbiwh7/PpOTSN/8mi0qEaozocaiiArcsdibFtBi0SpLSyhal0h0UC4XX0tCQ4Q4Ckqo2r9NoLVHpAlzHYLZrsNk8OK2WnHmujEnubGkujsFJkPBscdP51oQxWA7UU7+e9/3+fii86FlCT81RKVZtFUo9ckCzLdek1fg/3Dbhe8/HIJc+dmce652bzwQikzZ/q7WqxOpbGMkC8oUVIrYbMYim1bWLjwG371q8uanss9CYVC9O2bz29+cyGXXnpei2RP8Sgrq2D27PP5v/+7mWOPnUxSkpvaWpnzz89m6VIrjz9expw5LZMadjbZ2ZmYzb4Do9gmSqn0Mw0jUUptHmf7C8Ms+0k07aAqPIhehmJrAKRZ1wNQE+5vKLYGhwy9nN+zzTuV9TWnMS79P10tjsEBZpP/VAD6O97r9LETctNIH1KA2RmjwOueCKjbUUbl+iIinnoUi6lFzHBCbjr2lES8uyqJBkK4e2e1XyghCNZ4CdV4iAbDqKEIEX+QUK2PsFdXGkQHSvaZbBZKflxH7ZY9rCeaIOILEPG1tLTZU92kDCkgMb8D59AFNNanzEhP47jjppGQsNtNMNiQzdrt0LAYiYI6FZtN8OKLJVx0URY33ZRGcnIZhx8e6mqxOo0yj0SFZ7fiFVUNpTYeHo+XBx98goceeqrFPofDzqmnHs9f/3od2dmZHRo/JSWJqVOPZtCgfgBs22biV7/KoapK4Z13dnHkkcH9kr+tXHLJedTUeLnnnn+0qX27FFtFMmE3uZFayVp8wOlAUpB4yY4kEeNt28ZEUCmm9ewMHYMvnIpTKmu/bLFKGnYooU/zPm2K/Y2bPCpGwivR8YRb7SLWNYgXmBErSVS81amOJOOKsU+SBUmWrRQHDifPtRibqS72GI10kmVhn3Rm0pp4xHreOpIorSOJoOL16cygno54Z3ZA5pjTGe881Q7ULI6TCMqEYHDae6wsm0t5ZBQZznX6vpjJ4tqX6CcunVgDvMMydOfjdCoKWwLHszM0iaHOl7EqfkDutOcma3R/3AWZcZ8DoelKpre0Gl9pNZF6/aNJslrQGv7biMluIeeoYVSs247V7SRlSO/dQ8WVRL82Ya+fqp93UF9eoyvMLe41BTlBzzId8zsizv254/v1RINhlMSE5jtiJCoLh1RKlm8mElI73ZW6s5Algc0MFpNAliCqSYCdYcMGt2jrsAjyU3vic9D9sVhg3rxSzj47m0suyeKbb4pITOz5c10f0hNM7UmqYelvhqZpfPrpIp577lUWLPgSba930JgxIzjqqMM45ZTjOeKIMR0+zrZtRQQCIYYMGcA999wCwNKlVs45J5vERI1PP91Jv36R/TqX9uDxeFm1qu2u9+3KitzQhWylN4MtR2CWDkBe95iKQ7zsjDGUwTgZXGMqkG1UbMOaix89f0QVNgbbX8Ms1SMhCIhkysNjqY4OItO8jH62D7DJNW2WraOKrRAS2+snUewfjy+SjSxFsMoesh3LyHMuxqbspWh1QLHt0Adbd1ZsO5LVM06GzkA0mR8qfo+ExrDkN0i2bkGRorHnszsrtu3MIhy3Tzsyp+9zrLjH6YBiG6NP3KzIB0mxjbnAFG8Vu50ZZOPua9guBCwvvQgh2+iXvIBky6buq9h25L0W7znsyDPa3izk+5kVuQUxsz+3PBdNyBQGjqUoOIWQlswAx7v0c3y0u0G8d2477mlLgoO0QXm4ctKQZAk1HCXs9ROs9RH0+AnV1RPy+luXvZVrkJCTRs5hg2LLFoOIP0j1pp3Ubitpnu24A5UN4t6fHcjA3ehCnXXYYJL2iM8987rJsY+zH8iSQJH1hQCBfntoDQv+EgKTAlYzJNj0GqRWU/NLW1wjUe2TiYQjLFr0LUOGDqRXrxxAV2xTEwSqCqkJhnJyINi+3cTRR+dz6qk+/vWv8q4WZ7+JqvqnigT4glDjl8hNFh0qYNLTqaqq5vrrb8PnqycvL5edO3exZMkK6upad/s94oixzJv3SIcts3uiaRqTJ5+Cy+Vi/vxXkCSJTz91cOGFWYwYEeKVV0pIPci1qn//+5v55ps0Cgsf7/xyP0dYj8OjVbM5soIUJYvR1imdJfceEvUMxRYgpLlZUnc99Vpz9yGHXEa6eTUl4fEoUojDXfdh31u57QTFNqw58EbyqIoMojQwBr+aRrZ9OW7LNkDGF8mmJDAWgKFJb5DrWLLnycQ+jqHYxu6zD8XBH01lZdVFeCJ5ZFhXMzj5bRxyZet9DMXWUGx7gGILEFXNrKr9LRW1efTP+p6+tneQpVY+0g3FtscotpqQWea5murIQHrZviHH+mND/og96CTFdvd4e2hSbWWvayCbFPKPHoE10UH15mKioQgp/XMxWVtfaNciUXzlNdRtL8Nf3soiM3QrxRZJImf8UBLzMoDOUWzNisDtECTYBJIEFlPLxE5C6KckhP6a39dtualU1t2OheDVV99i7LiRDBo0oNkx+6RrWHtg3dWewgsvJHLNNRm88soujj/+0Iq3/SVSVlbBjTfewXvvfRK33eGHj+Gcc05j9uxZpKamdLocqqri9wdISHDx+ecOzj03mxkz6nnmmTJstoO/UPXTTxv48EOFe+45ofMVW4DRlilsiawmUU5hmPWozpG6mUQ9R7HVm8tEVCdRYUOgYJNrMEm6C1VAS+FHzw3IUpTxrruxyHuUB9iHYhtSEykOHklx8Eiiwo5ZqscsBxBIRIWNiOYgpOnp+M1SPRn2NfRyfEeytbDZeBHNxvraM9gVGE+BcxGD3W/pU2wotgdEsQX9nqgJ9eWnmjmAxPi0h1pazMFQbMFQbHuIYqv/KbHDP5UN5TPpn72CvpbXWuljKLbdTbFVhZnK0BBqwn2RAJPkRxMmKiPD8ETzOSzxEVItMfICHAjFtr3sdQ3sKQmYbFbqy2vQInrcrSRLJOSkkZCThtlhJVwfJOTxU19RQ7DGu1uRjnV/dCfFFkCSSOqbQ9bYgful2CbYBCkujQRb50eebNglE9kr9EHTNCLhCAkuC33SNfbMD+b3B4hEIrjd8T9KDdqOEDBnTjY//mhj/vxihgxpX5Izg66nttbD5ZdfxxdffI261+93bm42druN3NxsBg/uz2WXnU+/fn0OmmzffmvjzDNzmDQpwIsvlmA5AE66bWXrVj/jxo06MIptopyCV6tlkHkc+eaWsRX7TQ9TbPfVxx9NZbH3dvKtCxlo/9++ZZMVtviPZ0v9iUioZNmW41AqCWtOIsKJLKkoUgizFMBpKiHRvAOnpRpJin8Zt/uOYX3dWQxKfJs+CQsNxRYOmGLbSKNrsk2uZXzaQy2vkaHYGoptD1JsG9kRmsm64ulMyPknCZa98gsYim23UmyFgGW1v6MyPAybXI1MlIiwAxLJ5s30sn1LhmVN7LG6oWLbRGf+HnU3xbaBXhNHcNmDpze5CZtkgcOqG709ARAxIorddkF6oob9AH2I1odga3nL+3nRom/ZumUbv7/iV+Qmq/zw4woOO+IIgmE4/8LrmDH1SC644GzcDt3V2WD/qauTOemkXKqqFD76aCcFBS0z4xp0TzRNY+LEk9iwYVPTtvT0NO6//3Zmz57VJTLdcMOdbNs2iaSks/nf/1zk5kZZsqSoSyy1jXz//TI2btzCNdf8pU2KbbuzQHm0agBSlZyOSfgLw6FUkm/9gqLQNPrY5mOWYgdACwGb62ez1X88fR0f0cexALO8h3tJTAVl378QBa6vqQ33odA3g4CaihASOfYlLSy8Bp2H3VTDyJSX+LHi95QGR5NtX9HVIhkY7De51s9ZL02jNjKgpWJr0G0QArbUH09leBij3U+TZV7W1SIZtJOd365hcM6pQMukkL6gXuvTrOiuxb6ghD8MuckaCfYDK5fdAv0yVKIaeAMSoaiEWRFMOrw3WSlWfGEz8978ildefIU3XhmBZHLw2ysupVeKygsvv81pp8yid/YBFvIXgtut8d//7uKEE3I59the/Oc/ZUya1PNq3P6SiEaj/P3vD/Pww082JYA67ripPPbYfaSkJHWpbMXFF7BgwQzGjAkyaFCYq6+u7VKlFuCjjz7n44+/aHP7diu2SXIGMjJOxb3vxh2hMzNKxltRjWHhjJdJOXbClHgWFJUMZSmFnEAgkoxZ8TUcfy8XHqGwMXAG20PHMsj1X/o4Pm85VqwVf3PbLuPA1I/YUG2iOtwfXySHqvAgJuXe3bJhrPM8WBbGjtCZFsZ4xBovxj2Q4igkwVxMVXgI2a7VzXd2xHoRj/Y+Ox2xisZ7pmKdTrxp7ojVpyOW9hjEtczGoiMyd8AyHCv7sZDiPIexPF46YrGNca1lwGEPEDGl09LsEssTpgPvVeJYJTvyLo7FwcpiHGsO4uVV6OihhMIG7xkUBaYwwPkeWbYVEKsSgN6h9e0deUfEe691pE+s37eOeIjE+32PQcxnJ967MNa1jmOxlfbx+7r36bps4NrjgzPFJdpWEaETkCVwWPX/T7QLGn2981KzGDkoi0BYJfek8UwYlUVGih0QHHHYMLzVu/h+yfuMG1FA7+yOZ201aE5mpsrHHxdz2WWZnHZaDuef7+HYY/0cc0wAt7sbf7f9wvD5fPzmNzcwf/6CZttnzpzCq6+2LNlzMNmyReXOO7P46KP+3HBDNTffXN2l8uzJHXfcyPXXX0FBwdg2tW+3YjvAMoZEObXpb1VEUYlikdpQm+4XioIe9xARCa3u96lZrKm/BK+axxDX6xQ4Fh0QOeymGsZkvADAltppbKmbSVh1YlHq99HTYH/IdiylMjgYVTOjyAcvRbqBwYFC02TkeAq2QZfhj6axsu4SvNFchia8Sr7j65ht7SmJWN1OfCVVRP2HTj3MXyrdoWas1KD0Oqx2Uty7w9XSEwWRaA7/vPdGFJOZQFhPZGWSW1kf+4UQVSGi6nPWeOkiKqiahKqB0yqwmNp2XdPTVf73v108/HAyL7+cwAsvuFEUwdixQaZODXD00QEGDQqTnq52i/vkl0RZWQXXXnsLH32022AlyzJXXnkRV155UadkM94fPB6YNMmKECr/+lcZ557bevblnkK7FdslwU+wYCNBSaFe8xAUPkAiU8lHQkJDwy2n0ds8LH69xV8QTrkUp1zM+tC5DORNUpV1yEJQq/ZnR2gypeFxOORKxifcQ5J950GRKc/1Pds8U1lXfSaj0p43XnQHkEz7GjbVnchW73QGuD/uanEMDPaLsOrAH3Bg0Uq6WhSDvfBGsvmh+nosspcjU+7HbS5qtZ3ZaSN3/FCsiQ79b5uFirXbDqKkBr80dlt5zVTWhrEoFiIq+MMSDqvALOuGe5MssFnAfAgpu1EVAhGwm3cr8b4gbKuQY8ZJN2I1CbKSNBLb4LmtKHDddTVcd10N27ebWLjQwaJFDp56ys199+nZc91ulQEDIgwYEG74p/9/nz6RLk0OdCixZUsh//d/D7JixRoqKqrw+3e7hjscdj755A2GDz8AOYo6yNNPJxOJuHn44Y8455whXS1OC/773/f53/8+aHP7dim22UpfStSthAni1apxSm7SlGx8Wi1l6vamduVqEZVqMf0so0iWM5EkiZDmxizVI0u/vMB2WVIZZXuC1cHfsCLwB2RCmKQAYZGEQy5jgP0d8q0LUaQIHVhr6BAWpZ5hKW+ysvJCcoPfk26PkRXTYL9xmivpk/AFhZ7p5DqX4DBVdbVIBgYdZldwMiYlSpptQ1eLYrAHmpBZU3cBNrmGI1PuxyQHY7Z152c2KbUAVrfrYIho8AtGCPCFYN26Tfzjvkd47B9XM3jwAEAQjEBhuUxUa6ijKwlcVrBb9Pq5FpPA3EqJop6CIuuyV/kkTLKugKqabsUORsATiH1SoahEcbWMM1trV03XgoIoF17o4cILPagqbNpkZtMmS8M//f8//NCJx6Nr2ooi6N07Qv/+kSaFd8KEAP37G15mbaW+PsjEiaezfbueDMrlchEO756/yy//Nffee2tXidcqkQg8+6ybOXPqu6VSC/piQHJyUpvbt0uL6mMeTom6FYCwCBIWQWo0PXmIgplkJRMTJkrVbdRoZSwNftqwZzMReiMTJkVZS2/zxyTLG3rkC6qjJCg7mei8BZ+aw47IZIoiM8mzLGSI49V9ZjQ+UGQ6VmFV6qgIDDUU2wNM38QF7PIfzlbPdIanvNHV4hgYdJiQ0ockdzUWkxHC0J2IaC480XyGJrwaV6kFqC0swZWVgtXtBGim5BoYHAiE0C2Wwwb35uyzTyer1+6yJWZFV2Y9dT4cTjsmkwlvELzB5h+JsqS75uoJswSyBKrQlcRIVCKq6cdw2QSqxu5/AhJs4HaIuIm+DxSSpCfcsltafutFVYEQMgk2gcOqK/LhKNSHJfwh3UXZ7RTtUmr3RlFg8OAIgwdHgN3vbSGgokJpofR+8IGLbdv0AsTjxgWZO7eO007z4XJ1bRKh7sq2bSb+9rdU3nvPTDQ6m9TUebhcLoqLi4lGo7hcTt544z8cddRhXS1qC9544yMcDieXXjq1q0WJyQknzODoo8fz6qtvtal9uxRbm+wgUymgTqtkjG1a03YJCYeUiNyQtCEz2ptd0c1UqDsBlVTlAzJMEBLJFEcmsTT4ZwaY36CP5cP2HP6QwKXsYojyKrKssS10HKnm9WRauiZbbkRzElLduMzlXXL8XxImOUyabQN14fyuFsXAYL8oyNvOom+PwZ+YjMNc09XiGDRgVTwkmrZTE+lHPrHjagGiwTDbFq7A6nYiKwqhWt9BktKgJyAE+MO6UqjIYDXtfxysLOsWSjBx+flTKKyQWb/+J0JhldT80VSUV/Lssy8z9/xTyM0voKbGh8vlQN4juZomJIIRCEYgVlbCcBTqWrGA1vmhuEZgN+vnJEu6Mq3INP2zWwROKwTDEIhIuO2i03M87o1Jgd7pzfMV2CxgswhSD7AjhSRBRoZKRobKxInNF8N8PomFCx08/3wi11yTwV/+ks6ZZ3r5/e9r6N37l+d5GYv6eokZM9KorfWiqo8An1BVVUVtbQ0DB/bjtNNO5OqrL8Fm6555iFJTrUyZspCRIyd1tSgxiUQieDxtj/ttl2IryTKSJOOQE0g0pcZsl2XpTZal9x512ZY07cs3fcrmyFlsjpxBsrKBJGVLe0RonQ5km+zK2nRCSNhk3R3VG+1Fpnn57p0dqQEYq4ZrvPE0DbMSwqrUURvuTb7phz32xco4GidZTKy56WqzfLwMmZ16nDj7ZFA1E1WhATjNlbuvVwcydMav09nFq6kx6w93YKxOzjDcbjpZZqG0PxtszBLjapxMynKMbO/xMq62MyuwPfQtZvNR7ApPpp+jedxLzAyycWQmVhKquO+bDtQ27UhW9448U7GudSziydzOLMJmOYAq2h4oF6rbw+reXlPWwaqPHev3LUa25JjPWjw6Uq44bjWE9mdFJto9lIVQBLZVyoSjzefRYhK4rAKnDRJtrSt8mtBjRy0msJnjH8cmeXnl7e/Iys1ndj6kpCRx1pknMG6wm4RElasefIH+Awdz3PHTO+3chNBLIu2m5TnazHqdXrdD4LCA9SB9QnQ3XC7BySfXc/LJ9RQVmXjppUQefzyJDz5w8txzpS0U4V8qb765jqoqH3ARsILevfO4+eZ/csYZJyEf6FWRTuC446Zx3HHT9t2wC3n55f9x7bW3tLl9uwM6VRFBYR9vrDhIEvQzv0W1Opg1od8y0X4TshTnZd9DEQLCwk1Ys6MKKypWosJOrTaA8ugY/CKHPMsi+tjmd5mMkgT9khewrvIMchKWk+bYtO9OBh2iKjiAQDSNsZnPd7UoBgb7hRb0MjDvR9YVHkmqdQ1J9u377mRwwNGETG2kN32dn3S1KAY9BCH0LLx6Jl69Fm6tX0LVWi4OhKMS1VGJ6no9wVOKS5CW0NxFtqRWotonI0mCLLfuDqxpuo3BrOj9GmNls1KdPHLXJZTWSjisKpIkMbJ336b1lblnHIHm7INZETitAn9IItzKApksCewWXSGPtiI3gCILTLIer7onErprczgKAolwVCLcsL7gsmpENd1yqUi743w1TbcIZyT+ctxy8/Oj3HxzNddeW8O552ZzzjnZPP10GTNm+A9EtbIeQ1FRMddeOxuQcLsTeP7555k8eUJXi9Uuampq2bmzhBEjumd8LcCUKRP497/v5cor/9Sm9u1WbKNEsUn7F48jSypDrc/yXeDvlKmHkb2ntbAHIoREvZaFRyvAq+bj0fLxavmtlvexSLWkKWsYYZtHkmlrF0jbnLzEHyirH8Hy0osYlv4/chOWdbVIhySV/sHYTVW4zEYmWYOeT471I8qT+7C2/BzGFzyCCX9Xi/SLJ6y5UIWNBNOurhbF4ACjifYZ2Ku8EtX1u5U2i0kvJRMIS/jD7bdwRzWJco9ErV+Qm6zhsulKcm29PpYQEiW18ceVJT3eNapJmPwChxV8QT1HcCQaRXLmk52ZSu90PWmSLyjYWS3TL0Oj1i9htwgiqoTLJjArsLVcJrpHxSqLIkhy6jGrbodeWqjKJ1Hnl6gPSaS6NDISBSYFyj0SZXXN5S2qiq2xKbIgHNXtvVFNanK6sJkFmW7R5Y5qBwq7XfDCCyX86lc5zJmTQ1ZWlJEjQ6SmqqSkqKSkaBQURBg3LnjIuyvX1no45piTAZBlic2bf8AUz3uym3L11TejaRqvvPJEV4sSk96980lJSQYOkGKrigiKvP8XL0EuJllex47IsT1OsdWEicroMCojw/Go+fjUXqjo1cptUiWJynbyzZ+TIBdhxoNCCEUKYSKIRfIgSQLJ1HGrd2ciSYJx2c+ytuJ01pTPYZd3LP2TPiHZZlhhOpO6UB4ptq2H7A+ewS8LWdIYkvIS322/hqLw+fR3PosWObQ/ZLo7ZjmAIoWojfQmw7qmq8UxOEBoAkprJXKSd1sMI6qu6PqCeg3UlD2S/FR6JUpqm7tE6nGq+/9jFI5KFFYopLg0Em3ts2BqQmry9I9qEp4ANLoGL/nxJ7799keu/t1cquxWZElXPoWACq+uzFobkkQ1kpeqUVQpI9BjZF02QXpi82RRqS5Bok1QUy+RnrhbAU1xCqKqRpVPJtWlEYpK+IKx50fVJGrqW+73BiWCEUF+qnbAY3O7ioQEwfz5xSxfbuV//0tg2zYTW7aYWbrURkmJCZ9PxmIRvPtuMUceeWi6K//00wZmzfpVUxmf119/qkcqtQBPPPEPli5d2dVixGXVqrXNagDvi3ZfCRkFTXSO63C+eQGrQr/HoxaQqHRvRSqsuaiN9qEsMo7y8BiiOHDIpbiVbWSZlpAgF5GgFGGRmmcKjRvb1k2QJZXh6W+S7ljP5pqZ/FByNZmO1YxIfx2THNr3AAZxEQJ8kQyynKu7WhQDg07DbqllSNb7rN58BgWH9UWJbOxqkX7RKFKEfOeXFPpmkmzeQrp1XVeLZHAAqK2XmkWG1tZL7KyWmuqhJth0N2EhdJfZcs+BX02t9sn4ggJN6MeymARuuyDaUKd2bxfgfTFmzEjSM9Ko8wXRMGG27DYEVPkkqhpynVkUQbJLYDXpLtG5yRoWs+4u7AlIBMONtXN3YzZBhru5Em5SdCu23SLIShLsqJKwmESLOOO24A1KVHh1V+VDdSFbkmDcuBDjxrX8Pqyrkzn33GzOPz+b774rIj390Ao1fOutD7j00uuacmBccsl5zJgxuYulaj//+c/LHH/8NHJzs5kyZWJXixOXxEQXzz//Wpvbt1uxtclOAqJzyjykKyuwSVXsjE5hqNK+2EMhJAIiDb+WTkBkENDSEMjIqEhSFJkoZsWPUy7DqZRglWNn1BJCIiQSCWlJhKKJhIRb/3/NTVBLwav2IiSSAXDIpRRYF5BlWYJLaXArjZcQoocgSZDl+olM51pKvCNZV3kG3+36PUdkPYHV1PZsZAYtCaluVGHDaTGyTxscWmQ6V6Eosymv60O22VBsu5oBCR/iC2exvPYKRrrnkW0zQksOJYSAmnqpIa5VEIroca0CCQlBXqpGgg3K6nSLYiRe0rYYSAhykgUVntZjWhuRJUFBmoYQevys1axnUq70yrpSGYH0RA1TECraqVybzCZ6987nhedfx+1O4JRTT2i1XVht6UIsSXrSpySHbtVtK4l20VRCKD9VY2u5THjf3Vql3CNjt6gk2js4QA/G7dZ44YUSxo0r4O67U3jggYquFqnD1NZ6uOGG29m4cQulpeXU1XkJhXYr8zfd9Hv+9Keru1DCjrNmzTrWrFnHww/f1dWi7JPUrALenf8O48e2TQFvt2Jrl53URTrnRpUljURpK2XRw8gxfY1L3okiQnFXuSLCTnHkaIrC0wmIzIatGjapGlmKIoSChgkNExHhpDG9aY7lOzLNy5ClCBHhol7Lol7Nol7NpF7NQmPPTJIaFsmDVa7DJteSa11MgrKDBLkIh1x+yK7Cgf6jkONaSaKlmB9KrmJTzSyGp/+3q8Xq0ZT5hyGh4rbs6GpRDAw6F0lgswap8aSTHTtRvsFBQpY0xiQ9xRrPXNbUXYDbvA2HUtXVYhl0Apqmu+H6w7oSu71Spj5EU6KnZKcgwQ7F1RK1/o77wSbaIcUlqPVLhGOs2UvoiaNce1UwcVrBadUIRsDjlyitlYmoensRt3RA65xy6vFEIhEAdhWXsHzFGo6dMRmrzRqzjxAS9SGoD0nsqhUNMgnsZj2jc6zY5KhKg8VZNM3z/lBaK2O3aJh/gcmVUlM1bryxmltuSePSS+sYOrSjSwTtp7xcYdUqK1VVCnV1ult0nz4RBg0Kk53ddiPU66+/y+9+9yfUGIarK6+8qMcptevWbWTXrlJmzJjE3/52E6WlPcPYYlZg885Am9u332IruQiKeoTQkPZRSkVqQ5CBKtlQsfFj8Da9D1GskgeLVItVqsMq12GV6tCiCkGRSnlkDBomMk1LGWJ+BadSis1U12pmZSFb8KvpVEcG8bP/VHaFj2raZ5HrcCpluM3bybH/iFMpxyrX6seTvUhSK/Eiml6DrcVx4pQqkGKUi5BilCqIW7on1nE6Ul4h3rWRBC57FdkJKynxjmK40lAUWXTgOPGI1acjY7WzZMnB6iME7PBMIMO5DqvFR/PyAnF+8WKVGdlHWaEDTrwSLLHeB/FKecS6D+P06VA5j1h05F6LIXM8uUSs1JHxzkWN8e6IU5skZtWteDdHrE4xtpvtVtL75xANRvhx9RQCQQdZOctABhEjK6kUL9NNrPdKvN+XWCWCOhLYFi9cJN69G4v2vnM7890JyCbol/ApJcHDqVP74rDU6js6EhbT2YGCMd/57X9HxCzvFU/mWPd6POUjRp94ipoU654W8c6zdSHOGfkoSJB72GBcmckxZYv4g/hKq0numxP7WrehHFbJ0p/xlVbRe/o4zHZrq2OVLNlA3fZSRCxvtb1+vyRZxp6aSOrQ3jgzklvtcuYNU1tsc7sTm/4/EAzhr/djsepGiNLScjIz0uJ+Zwoh4QvSFC9rkvXkTol20VSXN6rqFm5NQE6yoM4P5XX7/xsTikpsLpXpm6FhUvRbv70VtXoyl15ax7x5bubMyebNN3cxaFCk04+hqrBmjZUff7SxZIn+b/v23WZ6m00jHJbQGn6XjjwywFlneTn1VB8pKbHfh/fd9yh33/1wzP3Dhw/mrrtu7rwTOUj84x+PUlVVw4wZk0hMTCAxsWWC2+6I3QLDCtqurrZbsVUkBYEgShQzba+XF4t8yxdUB4aQKG8j3/wpKnbdFVi4CWtuPGoBIeFGQsMqeeht+YReli+xybW7B5Fa/0GQJRWXqRSXqZRetm+JChuqMGOSgphNh2ZQe2chhERF/WDSnRu6WpQezS7fOHyRLAanvdfVohgYdAqRQIjSddvJGlpAWWUuBdnrSLGt72qxDPbAaSrDoZSzo34iWbYVrS/UGvQY0gbktVRq98LssOlK7X6SObo/WfLAmItREX+Quu2l7RpTaBr+ilr8X64k+4ghuAuy2i1Xv3696devNwD+ej8vvvgGxx47mdGjR7R5jKgmUVwjsatGkOzUXZV9QYnsJN2yWuGVqPBIHbIuxzrezmoZRdZdnfdM6nWoY7HA228Xc9ZZORx3XC9uuKGak0+uJy+veZLBaFQvB9XW9b2iIhMLFzpYuNDBl1/aqa1VsFgEo0aFOPHEeg47LMi4cUEyM6NYrRCJwI4dZpYssfLmmwnceGM6N92UTt++75Gc/DemTj2agQP7MWLEYFas+In/+78H2b69pXfd0UeP55tv9ES3r7321H7PT1fw6KP39Ijauq2RnJS470YNtFuxLY/uJFFOwyztv1ILkGFayVj7QywLXIeKjXzLF6033E//X1mKYpF8ew64X+Md6lQH+hGIpjIyse0B2wbNqQvlsrbiDHITfiTVbtQINjh00KIqu1ZvxW3fyY6ywWQmDMNtWtvVYhk0IEmCYUmvs6TqajZ4TmVw4jvGL14PxZbkImVA7kE7nmyK7zsrm03IJgUt2rHcIqVLNxCqq8ea6MDstGNPcyO18/vO4XRw/nlnkpKqK/tLflxOOBxh4tHj29RfoJc/aqS+TMak6HG5Lht4O9Hu0ejS7Gpn1uhDgdxclY8+Kubaa9O54440/vKXdAoKImRkqDgcGtu3m9mxw4TLpTFkSJhzz/Vw/vneps99VdVdi5cvt7FwoZ2FCx1s3WpBlgXjxgW5/PI6pkzxM3ZsEGsM73SzGfr2jdC3b4Szz/ZRXq7wyitO7rjjc2AZ33///+ydd7wdVbm/n5nd+z6959T0kJBCSQIh9CJFukhVUVQsVyxXr/Wq92K58kMvooKAF1EQBAVpIoRAKCGk93p6r7v3PfP7Yycn7czk7J19zj4nmefzUXL2zFrrnZk15V3rXd/3cB2CIx0/URS4667beeut9wBwu51UVJRl+1SNKf/4xz9pbGzhy1/+TK5NGRfSdmyjUhCbOHrPeTQU6rdRol9LW/w8phjfzGrdGukjywJ7B8/HZujBraX9yQhZFtjS8zHsxm5mFf7thF6XrXHyMjXvL8Tit7Bm98c4b+7/ootNjjU7JwMFpt3McP6Vnb5rGIxOpcr6DuXmtehFLVppsqAz6ilfODVtx28s0Rn0VJ09j77tTYR7h9J2cKV4goHtTcN/G+wW8qdVYdLLaaknl5UfnPVNShLJ/SHTUjKJx+MbdnpHZZMsIMsy/ohA+DjX1ioRyX4k7qTA5ZJ49NEefL5e/vlPG9u2mejv1xEIiJxySoDa2jhDQzrWrjXzpS+V8NhjLgwGmc5OPd3dehL7+0RtbYxzzw3zn/85wNlnh3G5Mss4Ulyc5N/+zcdNN93EXXet5d13PySRODiLLB0Rei9JMr/5zR+G/z777DMzajcXyLI8/Ox44YV/cuedt2CzWXNs1diTkSpyVA5l1YiYbCMuT45Y75OBNt8ZDEXqOa38Ic0hy5BO/wIC8VIWV/wSnajl99Q4sRB0ImaHFVGv44ziV/jHqs/TH5lPifjPXJumcQg19rdwGtppCpzPdt+N7PRdS7F5C+XmDyk0bR9Rm0JjgiAIlC+YisFiHnFz2/vb0JsMlM2fOm4mJWMJot4AUiKJo7yQRDBM1Ht8WTLigTA963czrUwilkilywlEBPyR1ADxaDjzzEXD/96xcw8vvfQvPvvZO9JaQxhPCsTH8HbwBAWM+lQuXUit6zUbUqJfJ8N3ltMpc/31Aa6/PqC4z4oVFh5+2I3bneTss8OUlycoL08wY0aMmprsfkeVlBTx978/DoDP5+e//uv/8cgjf0YURS688EJWr17N4OAgAIIgYLNZWbhwLr///f/Lqh1jQXNzK4WFBTz00B8RBIGvfOUurrji4lybNW6k7dgGJR95uuKMG5RkPUPJaXiTtUTkPKJyHp5kA5Ks5xTz7zOuVyM7hOMudvVfRqXzAwqse3NtzqSlOziXfMseXOb2XJuioZF1dAY9yXgCWZIwOQxMmdJNR28DJaWaYzvRyDftI9+0j0jcSWd4EV2R01jv+SwGIUiJeQPllg/JM+zT1uFOMMrm1mHNdyoKQRVOr1IXZcsSMuBv7WFwbweRQd/h27Kc6vCA41dgT+XA9YZSeXgTCqJ0IzFjegMWi2XCCePIpFIT9flkzAYIx1K/2c1JjGl/iZ+YnHdemPPOG7367fESCoX47nd/yp///ByRSCqSJZlM8vLLL6PT6bj99hv593//ImVlJceoKTf4/QEcDjsAwWAIi8WMKIr87GcP0NTUxvnnn0U0On6K1BOFtG4nSU4SlLxUGaaPrsARw1AJ2cwHof8gIFWiJ4BFHMQkeig1rKHW+HJKEEpBGVBNnVJQUhxVWyStVCaDobOMXi1Kx6N0/GplsqSqKcuwrfca9GKU6UUvp6eIqfSCVbFNUdUyE9VbBbVHQUFZVq2MoiKxWpkjfg/ESimxb0kdfybqyxmcz6wO+2azLrWPL4V2VJWPs6mmrdS+Wl0Ktslq6px6pftd7TgV+o3KwLWgqHybXaclETn4soz4QujiPSSkmqy2oXpulJ6FavdaNlV0MyHH0zJmo58645vUud7EHy+jK7SQzvBC2sNnYdYNUWZZR5llHQ5Dx/GZmu3jVHq2K6kVq10zxWe+chGldkiqFFK6D1XLHHQSi2fX4CzP369Cf6jycZTW97birCiiaOYU5ds6k0ugcB+0vbOFUO9Q6o8jsjYofnupObyjdMb1OihwyJgMMk19o8+Zo9PrqaurZnBgiObmVhYsnDfqspBan24xpFKMyKS6jCSnLmk8SVpO9khIskBo/+OzIu/kTAeUa9raOvna177PG2+8TXL/PSkIwnDo7qWXns+vf/1T3GkIFo03zz77It/97k9YseI5SkuLqa5ewP/7fz/i1luv5xOfuAm328XUqXW5NjMnpOXYBiU/MhIOcfRrFw7Fn6wiIFUy3fQk1cZ/5fo9r3EEnf759IdmsKD8Dxh00WMX0FDErPcQjmd2n2hoTDaSkohOl9maJ43xx2HowuF6kanOF/HEaukKL6I9dCZNgQsoMO3klLwnMOt8x65II7sIUDyrhryao1WD4+Eonet2Y8l3kl9//OrHSoT6PJjddkSDHimeOOjU5gizAYx6mVga628Bunt6WbVqNbPnzMCkpCw0AjoBip3SiDlvOwYPF506HsT9A5fxJNqM7TgRiUS4++5v8txzLx21zWAwsGDBKTz00H1UVY3d/ZUtli1bzGc+cyslJUUA/Pa3P2fGjNSyhNNOm59L03JOWrdTQEo94Ow6d0aNOXXNCCQISSWaUzvBSEhGdvVdRqljE8V2LcXP8eIyt9Hln48ki4ho69g0TnBEM8gnqTrKJEYQIM/URJ6piRmuZ+mNnMIOz3VsHPwUpxf+ElEpX7DGmJBfXzGiU9uzpQlPcyrFjmtKMbrj9IT6t7eQV1+OzmQ47Pe+bU1EvUEql8wB9iskC2Q74CMt9DqoK5LY0yOSTDMkeeaMqap5bkciIQk09+uwGmWmFI7djKokC/R4U45tiUtbBjDWPPDAI/zgBz8neUg0QX19DZdddgE333wt06c35NC60SPLMvF4nKKiAv7t3+4a/v26667IoVUTi7Tu+KDkwSzYMAijH/06lKbYJciIFOq3ZFReY+xoGjyHhGRmeuHLuTblhKDcsYFo0klvcHauTdHQGFNicgF9Q1U4bYO5NkXjOBAFiVLLJk7NfwRvbAqtwWW5Numkw2A5+tsqFogMO7U6ox6jbWQxqXQwuWxHqRkP7m5jcHf74Y6gIKA3ZSe1Y6ZIcipK2mw49r6HIup0aTu1hxKKCezrEYkdsvSjxCUjZNHL1+vAcRKmARpP3nlnNSUls/jud38y7NTOmjWNf/3rGdau/Rc//OG/H7dTm5RSa6bHgxdffI1Fiy5iYEB73yqR1l3vT3oyDkMGCEtFmAQPxYZNGdehkX0icSdNQ2dT7X4Hi8Gba3NOCJymTvLM+2gaWpbVZXoaGhOJuOzkvb13E46YqS7bnmtzNLJAnqmZMstamgPnIsnaAsDxwuiw4CjNP+w3KZmka0MqB7rOZKB2+alYC13H3ZajohDDIQ5yoGuQvu3NQCpv7gGSsTiJaO4iMWQZdneJ7OgUySRt7rq1G3nyyecybj+eFGgfFIeXTOt14LZlz7mNxAWa+kSGgoL2nXCchEJxHn98kP/6r3w++tFyGhoCTJsW4IorvkoslurD06bVsWLFc3zsY1fzu989Plz2+uvv5P/+7y8A7Nixh3PPvZrGxlSqy4ceepybb/7c8L633PJ5fvObxwjHYN++Fs497zre3dhLv1/gscee5Oqrbx/e95Of/DL33fdbADo6uli69HLWrt0IwJNPPsdFF10/vO9nPvNVfvzj+wAYGBhk8eJLWbVqNZBaT7tkyUcAmDFjKrfddj0FBYc/KzQOkuYaWw/lxsxGNuKyhZBUgl7QcuhNNLoDcwGBuvyVuTblhKI+fwVrOz9Nq28p1a53c22OhkbWCcgziEZNnD39fzCGcrsWTyN71DreoLP3NDYP3YJeiFBmXUeBSVPJzzaCKGIvceMoK8Be5DpM5VhOSrSt3kHEk0qPUjC14qjQ4eMh1O8l0DWILEl4mruGw41NThuepi4MFhPhQV92BdQywKBLOZjRDLK95BfkUROrSh1DhuvfglGBPd0ixS6ZPJtMZb6M0yLTNSQiA3azzFAw85lhSRZoHxQACadFVtNJ1RiBXbv0PPGEi0ceEQmHXRQUJDnjjDB2ewCdzkgo5Obaa5cTiUT5r//6FoWFBezb10w4fFB9edasacNrVa1WM6eeOgezORU9UV5eyuzZBwVz58yZQVVVBV0eEZ3RyvkfuZ58B1Tmy1RWlrNgwUGxsrlzZ1FdXQWAxWLm7LPPwO1ODUxVVJSxePFpw/suWHAKhYUFABiNRs477+zhvysryzn//LMBmDq1jq997e6sn8cTCUFWlRBM4fP5cLlSF+MU09mU6WsPVjAK5WFJ1vGO/0fEJAcL7L8i36DyglRQzFNU34OjlPoO1qVim15JFVnteDJQJc7mU0pNrTdd9p9nWRb4oPUuBCTOqH4otS2DF4Ciiq2aUqzStkxUkRXUj5VVYlF+YasoKSvWp3BtdvReTqvnTOryVlJs20YoXoiMTKF1H0ZROZ+b4nlTuzZpKimrKv9m0m1zrcqciQK30nGq1aWgcKymiqx0bSS9cjtiQknpW7lPCwmFbUq/o9Knj7g/RL0OKZlMfQDvv0d2DV5P1+B0zqn/MYKgoiCr9ppROp6M1G3VymSwXnQ8Puqz+VzPIu2B09k2dCNGMUBUcrC09Gc4DN0Hd8jk3Cgq4au9qxXe7wrvcEUFclRU8tXUihX7mprCsVKZw6cdi2cfIhR1RJF4OErjG+tBktCZDExZMgej3XKkcco2jIQsEw9F6dvWRKB7EPlQO2UZ0aCn4eLTaP9gO8Vz6mhdtRkpruJRKhynrHavKZzrp5q+qbh724CIP5JbYZZCh0SZ++DxekOp8Ohen4AnlJ3vPL0oM61M0pzbUbB7d5Jrrumho2MZeXlJLrmkg/POa+TaayvHXMMnKcH2Dh1mg0wkLlDmlih0TMzn+ImCz+enunoBXq8Xp1NdrTptBQK76E7boKBUQlgqxiwMkK/fQ4YJcjTGgObBpXjCVZw+RcshPBZML3oFkQRNnmXsG7oAAIexg6ahc1lU9ggmvT/HFmpoqCAIGCxGjBYTxVMr6eiegqcnSGKwmaDhdJq7T2Vm+auaGOAJSKV9DaXWjYhCkne6v8mm/tuZnf8X3MYWLedtFjA5rbirig/5RWaouYeoN0iwz4PZZSO/vpzIkJ/SuXUYbEc6tZnh7xzA3zkw4jajzUwynsTksuNt6z1qHW4u0IlQXSixu0sklkz/QTM4OEQ8FqektPjYO6swFBRwWWSs+5dBu6wQiIAvnL5NtUVJOoZEkFOhzRajTPugSEISGAik6it2avfYSAwNxfn1r0t44AE3glDE5z73Nt//fjkp4evKcbHhwG0RiaeulTYQMbFI27G1Cemv73DoOnHqmkjKmYlOaYwN3nAle/ovoibvXfKtTbk254REFJJML3yZurwVBONFmHR+EpKZNR2f4a3Wb2HR9zOz4EUKbbsPKyfJOkQh9x8VGichAhgtJiwuG6UzpyBLqbV+Ehb+8Y+zDu4mSEwte4sq16ocGqsxlujFlCLK/IJH2DRwOx/0/hs6IUKeqYmpzhdxGdtzbOHkRGfUU7FoOsIhX8QdH+4i0HMwnD8QiWFNSlQtzq4AYXhQOY1TxBOg+c31WAvd+Dv7s9ru8SAI4LDIw05fOry54h2SySQ33PjR47IhKQn0eEVqi1Mzzt6QQDwJdcUSiSS0DY5etbltIOXETi1NDotiNZRI9HgFPEEBox4kWR5tyt+Thief9PGFL5Si17v40pc8fPnLQ9jt45+aJ37Ep5lBpw1CTCTSdmyTJBBJXyUvIVswCb7jWeqgkUWCsQLWtd+O09zB1KLXcm3OCY9BF8Gtaxv+e1n1z+nwzWcoUsPa7k8xv/RxCiy7CccLaPGexVC0hqVT7tfSbWiMK3qTAXuRCzkpEQ/HaHxvG/FIDGQwu2zUTplJU2sDi6ofwWVpH3Z8NE5sHMZulpT+D55oNZ5YLZ2hhbzf+1Vq7G/R4HxZ6wdpUjKn9jAFZE9Lz2FO7QFMR4UeZ0YylmBwXwehXg+RIfUooWQsMaGc2gOoRJircsGF5wyvlzxeDo28dlkP/nEgWl1AxmIEq1HGFxEUc+8m9jvArf0ilfkSVlMql21VgYxaePnJ+v0cDsOPf1zIgw82UFm5nYceamXx4sKc2RM4Iix+rFJCaWRG2o5tVA5hENJzbIPJEkJSKREKSGDBgCYglUtiCRvr2u7AoAuxoPKP6MQMVBk0jguDLkyN+12myO+zrsvChu47hrcZxQC1+SvRQvY1xptENI6nff9H7RFrCyPeIFX2f9JESkBQc2ZOLkQhSb65kXxzIzWON2n2LWev7xK6w6dSbX+LMus6TKLvpPzwTgezy4ajrGD4b19HP73bW47aT2fUUzAtO6GVkSE/g3s61NcFT3DUlkGr4XKpr8fLBqEYWIxQkSdxIMWwKyrT2Csiq7zHowmBziGRhtJjH5wsQ49XoNR9cs0OvvGGh1tvdZJIOPmv/+rjs581Ioq5c2rh8PBzARnD8aWV1sgyaV+OdHPYRiQ37/m/h1kYZIblzxiEMNoHe+6QZJF1nbeRkEycWf0bjLpQrk06qREFiUVlv8cTrSYUL8Cs8+I2t6LTa2HIGhMPg9CPXh+nM7icoiIPUkjLpXcyIgoSdc43KLFuYp/vEnZ7L2eX96PohRCl1o3UO17DotdUskfCUpBytCLeIF0b9xILhEfcr3zhNHRGQ1YEzMx5juOuI9eE4xl+N8oyr722kqopFcycOe24bLAr5Jw16VPrgA8NHbaaYGqpxEBAYCgoIMkKIo6jbDuWgP6AgMUo47KmafgkRJLgd79z8Z//WYfR2MJDD73L5ZeX5dos4PCZe5NBWbdTI8V3vvPfDA15+fWvf5p22bVrN3LDDXcSCo1+QjSt4A4dBoyklxy8K3Y6ILDE8X1KjBvTKquRfdq8p+ONVDG/8gmsRu3DYyIgCJBnbqHCsZ4C6z50onLeQFuhk5ols3FPOT4hDA2NTNCLcRZMe5nO/no6ox/JtTkaOcam72du/hMsL/s+p+Y/SrV9Fb3hOazu/Qre2PgIuUw2PC09dKzdRdvq7YpOrb0kD2vB8eerPYA8QZW300FNnFkVQSAej5NMHF9kWp5VUhR00utGdm5MBijPk5lZLlFdmKTALmE8Yj2m0zK6a9PnE5BlgbYBkS6PMFHF1LNCZ2c/M2d6+Y//KOJTn/Kxe7c0YZxaAOshQavleZM3CmI8+NrXfsCvf/0Yf/7z4fmkt27dyQ033EkgEOCxx55k9uyzmDbtTK677pO0tnYM73fHHV/C6/VTVjb665/WjK1EAlmWENLwhxOyFb0QwiAe8gBXGd5QTOujJPkPw2mF0iujcAxKaYBQSSOgltJGqYzCvSAkVWbqlFLajFK5MJa0sLf/Iiqd68iztqE0c66YGkUtDY/COVBLvZBuuh+19DSKaU7UxByUzifK51NW6PuC0gUFxWutyhHHanHbMbtsqVyGBj32eAJPx+HroNJOuZRJWqdMUgRl+bmvlFJG8fhB+ViVUiGp1KXUb2WV1D2ywjNPVpFTlBROnKgw8g8o3juqS7WV6lM4z2XubVRVnsmmLTNoz7+HUscWyixvppY0ZJKGJ5upnVTVejNYpJfJbJnSsSqlQFHrt0rtj1e8r9rxH3I4Jn2QUv1mStnMFPsqPuz7PO/3fh2XsQmXoY0q+3s4DF3ZTZ+kcJ4VU/qAcjyrWoiuYhmV965iH5CRkxKBkVSJDzk37uqSQ/4+/nMWPzDboZaSTKlPqfaBkc+NIKulTczseFQylh2Tj1x+UeaFSYkDlefJGd92oghOS8qJld0y8WRqBlaSwXGMuSJJTjm1Q/tTCskI9PsFdKKyoz2ZkWQYCok483bw1a+G+MxnJo5DewCLUca7Pxw5FBWwmU6863C8/OUvz/Od7/w3/f0Ho7ruu+833HPP5wC49dbP09zcRn39GcRiMQRBwOFw8MYbq7j00o/xve99jS9/+T+IRmN84hOf4P777x9OO3ss0nrTy8jEiaZTBIeujZjsJiqN/ToHDXWGQnXEJSt1BStybYpGmpjdNsJDfjytvQBY8uxY8yd/eJnG5CPiDzHd+XtOmfIiNn0XXYMNbOm4jkRSU73XAJPOz5KSn3NK3h+x6gbojZzCuz3fZNPgrSQkrY8cC51Rj7Uwe7O1AFFvMKv1jTeyjGIo72iJhCPE48rRUCMhCjJFDom6Ykl1TCAdBCElFGU3p5xdNWc5noQ93SK9vqMbH48U2+NJV1cPX77nx6zf5UdnLeTtt8+ckE4tpELSBWQEQVYMTz/Z+fd//yGDgx7uvPPO4d/+8Y+UUO1TT/2N5uY23G43sVhKq0OWZaLRKDfddBOdnd189rNfIxqNceqpp/Lb3/42rbbTulWLxCpMQnoqfU5dKwC+ZFVa5TSyj7hf7CUSd+fWEI20GWruIeIL0d/YReemfSBD8XTtntLIDTpClNvfZ2bhk1S5VtHjn82bu7/Jxo6P0TJ0Jp5wJZKkSUWerIiCRIVtLfMK/siy0h8yJ+9JesNzeL/3qwTiJbk2b0JjyXMgZHlG3tfRl9X6xptgevMpRxEKhvjlrx6isbF51GVEQaa2SKLULQ8LQo03ejE1O3gAg06mwJ4Kaz4RZmsTSYn1m/fR6xMYiOWDvRb/UBdTSyUs6SdfGTcsRjAbwWZiQtuZS5LJJCUlJVxxxRXDv7W2dnD77V/g0UefBMDtdqPTiSxfvpSqqnKi0SgVFRU0NDTQ0NDA6tWr2bBhA0Zjeic5rdu1Ut+QVuUAFrEPk+ChPz6XIsO2tMtrZI98SzNucwtr2j+NxeDBYeqi0r2WIvsuTclysiDL+HuGCHsCJ8S6KY3JT6lzK66pbXR65tPrn0lPz2xk9AhCgmL7DmrzV+E2tebaTI0cIQoSlbbVuI2NbBz4JO/33sOZRb/EYezMtWkTEjHLEquhPi/hQfUUPxMRWU5FgfvCAl2e4/tAsdqsXHXVpVRWVoy6TL5NxprjAANBALdVJhqXqcyXMBsmf7qfRBKGggLBqMCKtzbwyosv8uP//g4FTiO/+P7NaqsBJxQWg4zJkGsrJia/+MVvCASC3HrrbcybN4/FixcTiUTYsWMHL7zwz+H9kskkyaTEypXvAmCz2bjooov4+c9/flztpzVjaxLSl2ITBCgzrqYrfgaSrGli5xKdGGdR5e+ZU/Icpc4tRBIu1rffTsvQ4lybppEmiWicZMZqGhoa2cVi8FJftJIlNb/mgmn/yZnVDzKt8J/0+E/hw7ZPDe8XiBWytftadvdfRFLS3gcnE3ZDL2cW34dVP8CGwTuIJrWlFCMRGvBlrS4pnqB7096s1TeeeEMCOztFOobE4w5DBpgxYyo22+i/YQ/NU5tL7CYocaVmMCebUxtLpK5jry81ONE+KNDjFYjFk+h1MvNOPYVbbr6K2mKBsjx50ji1gQj4IwJ5tonRRyYSHo+Pn/zkV7jdbh544AGqq6t57733qKurIxKJoNPpsNvtLFmyhMcee2xYFOrBBx8kEAhw4YUXHrcNaX1ZmDNwbAEqjO/RHL2EjthSqkxvZVSHRnbQi3EqXWuHxbPeb/oc7Z5F1OS/n2PLNDQ0TgR0YgK3pQ23pQ0E2NX7EfYNLCfP0kKHbyEdvkUASLKOGUWv5NhajfFEL8Y4Nf8xVvd9hbe7v0OtYwVTbKsw6o8z1nSCYXJYKZ5Tg79zAE9LT1plHaV5WbFBTkp0fLiLeGhyntv+gKCaAzZdvF4fmzdt48zFizAY1Kfaip1SzmdrD3BAeGoiEE9AMCYQT6TW/9rNMvGEwFBIoNwtkZBSYliBCCT2C3f2eAXiSQG9KFNfIrFt63Ye+L+VfPpTN3Lq9AIWNszN8VGlhyRDS79IsVNW1KA9mfnmN39IIpHgj3/8I+IhC9Ol/UJzyWSStWvXMn36dAA6O7MfuZOWYyuKuqOHjJQUiWHYebLruik3vs/28K1EKGCq4yUEJfVKJSVjtZX7SmXUhn8UeqSaiq/SscqGDJSUlZQb1UQLldR61RQIFZB1Ar5wOd5IFVOLXztcBVZpWFBN/VlJyVjtuimVUXpaqKklKCmLqo70ZqA4KiqpXaavGK1+PAr9U01BVal/KpVRO84sKiYLSucMlM+ByrmRlZSuMziejM6Nkqp7BmXUrqeglPdQrYzSuVG7d5WUTdWOR+GRd6RqeFX+GgKxUvYNnockH1wnIwpxOrynUebagsvccWQ1ByxQbl8pDD/bUxqZKLQovduUnhGqitHpN69IJskW1VT6M1RBtxn7Obv0v2j0X8A+30Xs811EoWUn5fZ1FFu2q6Y7mwwIOpGK06ZjsJpTTmUajm3R7Bry68rTaW3EX6VEgvY1OwkP+A6/J7J9fyh9/2WgpHwosQSEY9m1NRqJsmnzNmbOnEZhUYHifk6LfEKsX80WSSk16yqKYNLLOMwy3R6BUnfKsQtEZPSigEEPyRg094vE4mA1yYRjKaf2QD39fgGdexpVxaupLwHzEeMLH2v4maIdgtJ3vqoPorDtiO8rWRYIxEsw6fwY9SOn4Drw/NQZ9dSfeyp731iPdECqO82sC6rbMvi+ePK9Tyq3M45IksTq1evR6XRcfvnlh217+umneeqpp1i8eDH19fVjase4xYLNsT+GLdLJntDVeJO1zHQ8g13fPV7Na4xAPJnSmS+wT85QJQ0NjYmNTkwwp/w5Zpf+nVCsgFjSik6IYzEMsq7tDlY3f44y52bqClZiN/Xm2lyNccKoCzHD/QK1jhV0h+bTGVrEpr7bMYp+apxvMcX5Lnpxcs40uiqKMFhT71ZplKn4AFxTitN0apXp392ecmonIf4I9I2gAnwkelEm355yrnzh1JpNNYqLC/nC3Z86pnPvtGSe1udEIilBJJ6aM8izHX5OKvLlQ/YTMBtlIrHUVEEsAbGkQCx0sEAymWTFG6s444yFOF0Obr/zTkSzzJ5ugaoC6SgHd7yREXm382vMKXiGSueHx9hbIDTgP+jUnkT4fH6czoNLSCRJ4sUX/4Xbncp689nPfp2urh6uuuqqo8rq9XpuueWWcbFz3BxbQYA6yz9x6lrZFryddwa+Q6lpA/X2l3Hou8bLDI1DEMXUGk1BNcmlhoaGxvEhCsmjHNfTqx+m3XMajQNnE026mFH0Ag5zemGbGpMbky5AtWMV1e53CcSLaPYuZ4/nElr8Z7Gw+Pc4TZNPYEo8JFJMio/OsRV0IoXTp2TNhvz6crytvUiTRIfBku+g1ycQS4AnqByCbDfJOCwyFqOMxXhwcqvQIROKQtugSCxxjBkvWVZ1bifJKcsKkpyaQE9K7M+tKxCKpsKIYwmI7j+XUwqk4TXHBybjD5xCl1XGLkGXR1C8dqFgiJbWNqbPaMDpchCIHJzF9YYEEiYZ+zHy+Y4Vkqxj+8A1gIggHPt+TcbiJKKxsTdsgnHNNZ/gzTffobq6img0yne/+1W+8Y0fEgweTCUmiiJf+cpXuO+++3Jo6Tg6tgcoNO5gmeUHdITPYF/wEt4d+C4lpvU02F/SHNxxpsc7B4MuqM2UaGhojDs6MUF1/vtUutbwTus36IwsZ7r5L7k2SyNH2A19zCl8hnr3v9jQ+wnW936Kcyp/nNVo7PEg2OehaEbKSY2FFMIaj8BenIfenL28IXqTEVdVEUONE/+bylacR+XiWfR4lWdp7eZUmhu1taZWE9QVSzT2Kju3W7dsZ9WqD/js5+5QXGqhtEpsMpLK/5tyQuMJCEZTjms0kXJcE0pLV46gdUDE6JXRCRBNpGa1rSZwWVKCT5KUUpE2G2AoCJH4IfXKMg6ng09+8ubD1lwecG4TUm7Vpxu959MROI2p7pcps60fVZlkPIGgE5GTJ/6k0AMPPMKDDz5GV1dq0LmlpQ2Au+/+dywWC9/61rdwu920t7fzjW98g8rKylyaC+TAsQUQhQRV1nepsKymM3LAwf02lZb3aHC9ilk3OUNoJhMJyUDH0AIq8z9EFEcfLqUxvkiyDnEUo4gaGpMVnZjAZe0nFM/PtSkaEwCL3sOM/OdZ0/0FvLEq3IbJNWsbDYSQEgkingC+9v5RlTHn2bNuh9E+QRSHjkFe/bHDr+0meVQCSgYdlLslmvtHXltZVFzIwoVzkZJJdEprNichsUTqf4mkQDyZCiEOx1LOq4yAgHzcQlyHDhZ4QgKBSKpGSYZwLBUOfqR69c6de9i0aSvXXH05BuPh8cbFTmn/f3Mb+t0fno5VP0C1cxWiIDGaZDFRfxiTw0rEExh7A8eRQCDAv/3bd1mx4h30ej1/+MMv+dWvHqavbwAAp9OJz+dDEAQqKip49913mTIle5Em2SKnd7YoJKm0vEe5+QNaw2ezL3AZXZHTmOl6lkrb6lyadsLTObSAhGSiKn9Nrk3RUMAXKWNt6yc4vfph7Ka+XJujoTEmDIYb6BmqZla5ppCskcJtasYghugLzcRtm1yOLXJqjauvbfTP7HTW4o4WnXFyJNk8lgNuM8kUOEY/jWo3p0SOoiPM2paUFFNSUpy2jRMRWU6F8fb5hcNnSEfadwziHhKSQMeQer1Wq4X8vDwMI+RmDscEqgulnK9nrnG+xeb+m3m7/T9ocL9KpfPD/Q6uMsE+D7ZC1wnl2D7wwCP88Ie/IB4/KN73kY/cPPzvq6++mscff5zBwcEJ6cweSlqOrWAwIAiHPywVlcpAWZX4iDIiUGN8lwrHenb5PspWz8fRG2KU2jYf3ElN+UxJ8VNFi1tRrTgD5d+MUFSUVG5DVjsHaSDLAvv6zqPYuQurxceREqdK6raqA1lq6sfpoqASKqgpLSrFD6koMApK20ah2nhwVx0dnoX4wyWEYgWY9D5KnDsosO0dVvcUlBSOVVVnBZqHzkIU41isQ8jC/jrU+qdCn1ZVpk6XDKpSVDEmQ9FXNZXlHKImjK14rTMpo6Juq6goroZSO2phagr3m5ICtpLyciTuZGPnLZTkt1HuXH2wn3OM+11J0TwTVNWCM+ihSirHSsejpKKsVkaNbH4pqr1zFNWcM3DShMP7rSiAw9hJMFGcvnqoGoplMrhvVNofat3v1B75fSSNfG783YNZXWMrSzKD+zrHPvFpJv3zEESDHoNKHKpRJ1NVIKV1qQUBHBaZqH/kQv39AwQCQWpqFM73xHy9HEYkBh1DIqEsK0dni0QigV6nY8qUSqZMGTk01R8RCMc4LAxZELL4/gIVheGD7ZTat+Iy/4Q9Q5eyffBaWgNnsaDsD1gNQ4rtJBMSoaHAwe8xpfduFu8/1e/F4+RHP7qP++77DS6Xi0ceeQRZlvnud79LRUUF69atY9asWTz33HMA2O3Zjy7JNhMqFsMghpld8DShRD4tvrMPd2w1sohMnq2FXu8MtrVfQXXhauxmbUYwE7zhSrZ3XoXV2Ifd1Ic3XEWndyGiEKPQvpdixw5K7Nsw6CJp1RuJO+jyzGVa2T+POXqooTFZGQpPIxY3UWxdr/VzjcMw6z2E4sppWU4kLPnOrNbXv6ttUswmSfEEfdtbKJxeddjvJr08rJabyfe8wyzT7x9528aNW2lpbuNTd46s0DqR/doDKXP6/AKyairDgwSDIXSiiNliRkom8fr8OOx29AY90UiUSDSKy+U8al9ZkggEQ1gsZvR6PfF4nHgsjtVmBVLpkwRBwGgyIssy4XAYo9GIXqfj+edfweV0csGF56jaFksIWE25P+MWvZe5RU9R7VzFpr5b+aD9bk6v+C02o/JSgkQ0t2nJCurKsOU7aN+477jqef31t7jvvt8gCALd3d2YzSkVr+uuuy4bZuaECZdeWBAg39xIKFGYa1NOWAQB5lY/Q0Ppm/R6Z/Duri+yqeU6YonJsSZnIqHbn5JibsUzzK/6E2c1/JKz6u+joegNYgkbWzuvZuWeb7K9+3JCsbxR19vcl5qtrcxbN1ama2jkHLd5LyUFrWxpv4rBUG2uzdGYQJh1HiIJd67NGHNEg25YbCpbeFsnj7r44J529v7zQyrzJdzW1P+mFEpYjJlPeFlNoFOIHlm69HRuv+NjimWPcxI668hyyplt7hPZ1SXS6xNVndptW3fw1JPPDf/9l6f+xjvvfgCA1+fnoYcep7MrlWpz46at/OEPTw3v+7fnXmTlyncBCIbCPPjgo8NiQVu27ODB3zx2cN+/v8yr/1wBQCwW43//9/fs3dsEgsDMmdOoras+5rFFJljKapepgzMqHkQU4mzv++iE6wuHYi90Yc13UDS14rjsrK1NPXtkWaa/f3SaABOdCTVjewCDGCKWtDMQnkq+eS+CWqiWRkaIgkRdydvUFL1L59BcdnVdzJq9d7J0+gMZxoeenBwQdkpIB+NpbKYBak3vUFv4DtGEnbbB02kdOpO2oTM4vfph8qytqnX2B+ppHTiThpIV6HWTM5ejhsZosBg9zCt+iLWJL9Lqv5h8629zbZLGBMGs9xJNOpFl4YT+BsivK0dn1Gd1qtA1pYTBvR3Zq3CMkeIJ8mwyebbs1CcKYDWmcuIeicloRFQJsY8nBSbKvG0kDm0Douoa2mQiwap3PqC+voaqqgocTgclpcUkk0l0Oh0XXXwulv2zcA67nZtuuobi4tTE0YwZUykvLxmu67zzl2E0pJYbms0mrr/+Skr3r0mur6/B5TqYw/Sss85Av/88GgwGrrnmckpLU/vOmjX9mMcmCDLGCeiBmPQBphe+zMbuWwnESnCYJuYgUcuanThK3JTOqqZjSKAyP/0+K0kS//Zv3wVg0aJFE0LROBtMuBlbgEr7B7hMrXzY8zleb/1vVnd9gQ7/QiR5Qpo7qRHFJJUFG1hY+wTBaBGNvWfn2qRJxUCwHkFI4DSP/BFh0geYWvQGyxt+hsUwxK7eS0lIymkd/JES1rXegdvaRk3RqrEyW0NjwiAIMpWOt+gZqKLZc8GEHiXXGD/Meg8yOqJJx7F3nsTYi0cfyTNa8uvKFLUdThasxpEfJM8//ypvvvmOYrlcixkdQJaha0jBqZVl9uzZhyzL6HQ6Otq78HpT2USmTKnk3HPPQrff6aysLKegMKU4rzfomTKlcjjc1OVyUlV10JkpLy+lsCgV/q/X66mrqxkOPXa5nNTXH4yqqawsp7Qs5RSLosjUqXU4HMrrL016mVKXRENJkullSWZVSOTbJ+bD3mpIzVxGEq4cW6KOv8fDvlVbKXOnfx4jkQhnn30l77zzARdffDEffPDBGFiYGybkk08nxjm99EFOK3mQBverGMQIW3o/xrquO3Nt2tiR46ep29ZOfckK9nZfwJ6u80a9fuNkJpE00jZ4BgW2RgzHmFnViXHmVjyDP1rC6ubP4ouUjbhfNGEHRKoKViOgrTnUODkodWxiVs277Oo8l92+W0hizbVJGjnGovcAEIyduMuS9BYTJmf2+7rOZMBVWZT1eicTI67dlGUaGmqorFROMWQ2TAxnq88vEIiO/B0WjcZ47rmX+HDNehAEbr75WubMmTnOFo4OvShTmS8xtVSiyCljMYJRn5n223jR4VuESecj39KUa1OOiZRIqunkjkhTUwuzZp3N9u27uPnmm3n11VcPyzE82ZmAgQApRCFJgWUvBZa91LrewpuYQiwx8dW40sGW76B8RjU6gw5kiIWj9O3pINDvzYk99SUrEcUEe7ouwB8qY3rFq9jMAzmxZaIjSTo2t99INO7k1KonR1XGbWnjzOrfsbnzet5v+jwNxf+ituCdw8Ls8m1NFNp2s7ntY/gjbzOt9LWxOgQNjQmDIECV9WWMNT1sa7+C7v6vMb18BaWmd07oMFQNZeyGbqz6Prb1XsOsoucptO3JtUlZJ9traw8lv6ECb1svsqJ69YmNxcjR+VsFgVPmzlYsIyDjsub+fHmCAj1eZUfDZDZx2203Dof+jjQxIiCj16Vy+xr0Mnox5UwKQmq1mSCkhM3jyVT4dTyR+veRuWiPB7NBprZIUkyQMlGJJh1YDf3DmS1OJN588x1uuOHTJJNJfvGLX3DPPffk2qSsk55jK4pHpxtR67FKqYAMKvnVFOpzmXuAHkY0WWG2UzU9j8LohGpqFKV20phtFQQBWZZBEIj4wyCkfkMAk81MUUMF/sGR5fyUPvAyitBWsLm2/D3stn52tH6E93Z+AZulj5K8HdSWrkIUlWcQM5IiV4g5VEzzoTKBKSRHTqMgJFQKKaQgEZRSB5E6zkjcyab2j+ENV7JgyuPYjb2qsQ+HpjCx2/s4s+F37OtdzkBwGuFEAbMqXhi+HCKwoO4J3t/7WQaCdUeneFLp04p9N5tpqjJBJT2PUiqgjCxW6YOK/VOpe0yElEJKfUrlw0NWfByrPdfSv9+U05UpFEqqpHw6RA25xLkB99Q9NHs+wqamS2l1nc6s0mex61oOL6M03K/2Ea+Y+iH9fqOaikjx3CgXUWSixEWOhGKXyuArdoQpBwFYWP4om3s+ztrOO1k85QFc5vZjVqX2LlLcovqtkElfU7qnDtZltFtwHjqrmsF7Tw2D1UxefcXxr7XNZG2AWsq8cVproBPBbIDwft9kz55G2lrbWb58qeIa21K3jDnH6X9DUWg/Rn5YgLL9YcDBQBCb3YZJL2M1pmZELUYZszGdWdHUNZFlSEgpGwIRAU9ISMvRFZCxmcFukrHstyVrEfGKKfNU7MskVZgg4DB10xecSYd/IeF4HqKQoLZQeZBV8dtrgk2CSpLE7bd/EYCVK1eybNmyHFs0NkzYGdsTkbzyAkrqKwgM+uhr7iYajNC+tZnyGVOIBsP0t/aiE8XU2zeH39VF7j3kO/+XroG5eINVNHadTSJpZHrVv3Jn1ARhIFDP5o4bEIQkp9c8jNvalnYdophkaukbdAwtYGv7NejECA0lbwICnlAV7YOL8IfLmVH5YvYPQENjgmMyBJhe9BfKLO+wa+Aa3t9zJ3Pq3qLM+HquTdMYZ2zGAeaU/pV3W75COO4elWM7WbDmjf3a4YKpFfjaenOemiRXWE0y4f1rVMOhMD5/YESn1myQKXNL2M3jbeHRGPUp4atQ9IjZ5kMQSDmu/3yhlR//oJ8PVtczpez4+5MgpGZ4XVZwWWWKnTK+iEA8CUYdmAwyOvGgXyjJKWc4KaVS95gNMippiRUJRiGRBEuhCymWIB6OIMUzyIedJSqc6+gNzGZLz40YxBBxyYwkGGkofCNnNmWD73//Z/j9AX784x+fsE4taI7tuBKPxFOjQYUu/P1eosEIYV+QfWt2HNxJZbZwPNGJSSqLNlBZtAGTwUtT99lYTUNUFa/NtWk5IZqws7PnUrp888m37WVuxdOY9MHjqrMifwOxhJW2gdNoGzgTWRaR0WE2eJgz5VnK8rQ8zhonL05zGwvLH2DP4EfZvPdc5HodJYY30ImJXJumMY60eJZg1nsotu049s6TiGRi7PuxqNNRMK2Sni0Tf63gWGA3ywzsT+c7d95s5s47PAzZYkw5tNbjSC2UbfQ6qCuWkKTUbHMoKqQcSCCeSDmeeTYZkwHekIqJhJZjt20fE1sMeigYtcBT5t+uehE8IYGqJXNSomeyTKBnkM41O5GT4681Ytb7OLPqAWJJG0ZdkC0919Ptnz2pHVufz89vf/t/FBUV8u1vfzvX5owpmmM7jgQGfex5fxt6o55ocAQd+glKXdkqEkkLO1o/gidQyfSq1zAaQrk2a1yQZYG2odPZ3XcRgiAxp/xZyl0bsrbur7b4XcrcW+j2zkYUE+TbmrGZ+rIYv6OhMXkRhSRT8/+Ozmhga+NZ7DKcQXnedorNH5JnbpowH6MaY4c/WkaBdS+imLsZnLFASozP8bgqi+jb2YYUP/kGhGwmSMRjbNq8nXnz5qA/ZHmcyyJTWSBNWBEjUUzZbxtJBGs/VmtKwdjtVs60MBkwGaAiT2b3P95L/TABpPEFgeHJC50YR5zEYp5bt+7k6qtvJ5FI8Oijjx27wCRHc2zHmWQ8QXKSvWBEUWLGlFdx2jrZ1Xoxfd5pTKt8nYrC9Sf0h6U3XM727qvwRqqodH/ItKJXMRiyPyBhNvqoKXr/sN9y/1jX0JgYiEKSBsdTlNXn0xs+g07PPJp75uN29FFi/oCqvDXoT0CRD40U8aQVg+74omMmIlF/eFzaEXQ6XBWFDDV3j0t7EwmdCLu2bWbV22tpaKgjz+3AboYC+8QIOz5eLr00yFe+8Teeft7LRy45C7t54sw8Z8QEcGhHQpZ1h2lBTCYikQjnn38NiUSSe+65h8svvzzXJo05mmOrMWrKCzZT6NzL7vYL2N5yBc3dSyjN30Yk5iCetABgs/TjsPRgt/ZgNQ8g7p/ZjCdMDPpq8QUrEMU4FYUbMVt8uTwcVTq9p9LhmY8k6zmj+rfkWVsBFNe8aGhojC024yC1xleocb6KJ1hFr38mu/supWlwObX5b1OVtxo9sVybqZFlTHof0QmeTzIT9KbxUylyTSk+KR1bACtLuf3G05lbH8dmkk6oYKjCQomN6x+kvuYSktJRGtAaWUKSdQjC5IwY+d3vHicWi/Pwww9z550ncMrUQ0jLsRX0egTxiCJKysegrH6soqQsGxTqU3sYKSmSZaKSqqaOqKiwplwkbdRUb5UGs4QMVCgztNmgCzO74R9UlKynvec0WnrOwGoewGQMIssiXf1zaY47DykhIwhJZFkERExGL4mEme7BOdSVrcJu7cViGkKvO/YHqaCitKioZKxWRkExuXXwDLb3fpRyx4csKP8DOjEJB55pSn1Xra8pKDBmpHCspr6sWEahnWyPjipUp/qiVVIPnZzvkLRRFZzMYoycWjuKA9GSynNFUcFVQexEZbRbVghgEXQKqulAvrWZfGszU/Lep3HgXHb3XUzT4LKDDu5IM7iZqNor3FKqn4+K50DhnKndh5MxVUsWVfoBbMY+hkK1aZVRQvFaq9qcpqI66u+qA0T8YbydA7gqjpGnN5PzeUSfMrlsiEY9UmwCRIuN46ycJMl89Z5ibrvNx7IzBset3fHk8cf+B8FgwxcCty3X1hxkf/KPw0hKB1MOjYjaOy+D73wEpW8ilZvqiJEPWRYYDNdRaN+bfuYJtXaU7oN0fz8Gf/zjM+j1ej75yU9mVH4yos3YamSE29GB2zFyGoFY3EIgXEw4kpcSRJLF1PpRZzMWs4dAuJAdTZeztelqAEQhQX3lCmpKV4/nIRyFLEPj4Dns6buEavcqZhS9NLnDejQ0TnCsRg9zyv5GXcGbNA4uZ3ffRTQNLqMmfxXlzo2YDamokEjciSdSTSiWTyieTzxpQ5JFJFmHJOuRZRGjPojZ4MFqGKLMvRGjbnxCRTXUKbTupt17BsFYITZjf67NySrhocCxHdssYXJaCfdP3CipseDll7vo759KdfVeID/X5hwXknxwnF48RJnYbrfR0TXEf9/3J845o44brrtszG1JSqnhnkP9tiMd2aGgQP5+4al4MmW7KIAnIqQhSJV7BkM1RBJ5lLs35NqUtNmzp5F9+5o5//zzEdWc7BMMzbHVyDpGQ5h8Qws4W0bcbrf0c9qsPxCN2ohE3WxrvoL23kU5dWxlWaBxYBl7+i+hoeBf1Oe/oTm1GhqTBKvRw5zSv1NfsJLGgeXs6buQ3X2XYjP2Yjf10BuYiSzr0YthrMZBjLoAopBEL0YRhRAIMrGEnYHAVNrjeTT2L6e28G3K3JswGQK5PryTmiLbbow6P42Dyzml9K+5NierBHqHSMYq0RnH/lNMKXfricyWLaWIYpyPfMSaa1NUkSSIJiAcEwjHU6lzDLqUFHIsKRBPpJzDQyNF9KKMIEfR6U2EY/mUVjVw+pKzxsVeT1DAZkqlHDpAQoJonOG1y76wgNsqI4op1eO+oECxU8ZmkunzCRQ45Akr3HUonb4FWA0DuC0jf89OZP7zP38OwK9//escWzK+aI6tRs4wGYKYDEHqy1eyed8NtPfNp7Jo/EfF4kkzmzo/xkConjllz1DpWDfuNmhoaBw/FoOH2aV/Z2rhawyG6hgINeCNVNBQ8AZVeWsxjpCi68jw1Gjcwa7ei9ndexG7ei6hwNZIoWM3Bfa92E092oDXOKMT49Tnv8mOviuRZZHpRS9j0p8Ygw3JWAJPWy8F9eVj39hJ2G+3bSvnzDMTFBRMHKUoSQJvWCAUTTmy8SQkRly+oH7Bmlo6eeaZF/jkJz+O2+3i+usuo7Rw7AWOovGUE3vkEnG9CD1BAbv54CxtNAGW/amUbCYZSQKzAYy61L/FCT7WkpAMdPtPoTb/7Un53J81azovvfQ6L730EtOnT8+1OeOG5thq5JzivJ1UFn/IjuYrGPDWU1awmULXXkQxOw/pSMyOL1KB1TSARe9Bp0utM0pKevoC09nddynxpIWFlY9TaNujunZKQ0Nj4mPUhyh1bqXUufXgj6P8MjEZ/Myt+CszS1+k238KPb5Z7Om5kF3dl2HS+6jIW0d1wbsY9Vqo8ngxxf0eOjHKrr7L6PSfitPUSb6tkXLXJpzmrlybd1zolHRFskxyIqyvHQcOhMRu3erhtdeq+fd/H8q1ScMEo9A+KBJLZOYlvf/+h0iSxNKlZ1BaWszSpadjMRspd0vk2WTVJZ3ZIhBNzbwe+TgVBAjHBRJJGb0OCh0yvrCAxZhydG2mg/uKYnalacaKvsBMkpKJcuf6XJuSEd/85pe4//6H+N73voff70en0/HNb37zsLRXJyIn9tFpTAoEAWZMeQW7pZf23oVs2vsxDPoQRe5d5DlayHO0YDF50643lrCys/0SBgL1xJIOANzWZryhKnRifP8aOyNuSzOLqh7Bapw4L0ANDY3cYtBFqMr/kKr8D0lKejyhanp9M2jpX0rLwBJml/+NMveWXJt5UiAIUOlaR7F9B72BWQyG6ujynUrL4FJqC1bRUPQ64iRNx2F228elnUTkxFYMjyWgbUAkHINyt8w3v6knHg9y/fVdwPGrKiX3h9rGkgLy/vWukpzSGtLrZHQiGPVgGGEWMilBx6CIL5xeZoVwKMyGjVtYuGAeJrMJAWG4tMFgYMniBdQWScPO43iQbzvcqZXl1PHpdWA1yoRi4LSA2yrTNiAOO7qTkcFQLTZjL1ajB3lSuOKHI4oiP/3pd7nnnu/xgx/8AICWlhYefvjh3Bo2xqTn2Op0R8cOqGmnK21T6+X6kcscqkamNxqQZZlg0Mre7vPwh0sBaCh/nSLX3oOF1JRqMxnaUiqSifpyJmRTlTnbYRVKirhqSm6HKOIKQFXpOqpK1+EPFNM1MJcBbx2d/fMBMBs95NlbcNtbsZoGMRu9mI0+dOL+UWhZRpJ0RBM2vKEqBoM1dHtOQZYFZpS8TJ6tkUg8n1jCQsxpR5INIEkU2XZiPyBIcjzfRaoqewpqrAp9HVT6p8p1k5WU+ZT6TZbfhUrflapifopyvSoXQ0F1NqvvnWzHHWXRNtVnipJodwb1yUqK1YCgcN1khYstqNiseGrUlGXHSxF3/32oEyUKnE0UOJuoL32Lbe1Xsb3zo1jNQ7isnUfYNvI5kBWUvlWPROmeHi9l2UyeiZncO6p9+uAFMuoiVOavpzJ/PUl0NPUvY2/f+ViMg1Tm7V9ConY9s2mbmuCpwnkb6T7QmY2pfjYKJeWjG1L4/Ug12licRDSurjqrpMCtds4y6YdjFNMZS0AoJuDxBPnaXXV88H493/lOK1OmZO7USnJKBGkwIBCJj85uo17GapSxGsFkkDEZUg6x2ZCaUY3GIZFMhfNKIzxHQ8EQPp+f0rISEskka9ZsoKqqnKqqSs5cvOiwdqryJT4x/Scj2iEYVdJJKWUsUYseUFAYtrqsxMMx4qEIjvJCpESCYK8HJAmjw0rB1Aq6Nuw9vK8klR6GmWQlUVNSTvOb6IhtnvAU3JbW1G9qGVMUvteeWnmbcplxYMOGLbz00r8wGPTE4wkEQeDMM8/MqU3jweSbsRUEKubW8sEKF1ubL0IvxihxbycYLWDDvpvJdzSl/mdvxmIewqgPKadZ0JiQOKy9OKyvQxXEE2aG/FMY8lfj8U+ha/AUDv2iMOiD6IQE8aSZpHQw1sVq7KfUvYX6ghWY9q+rsxoPn/UVEidJThkNDY2sYdSHmF35dz5s/CSr996F09KJy9JJQ+kbGPWhXJt30iAKEvVFKxkM1tHuWUS5e8OknLXVjcN0VnjQP+Zt5JJgFJr7RLweL48++mfKK2/l2efyOe/czGepg1HoHBJH7dAeIJYQiCUEPCM8CkRBxqBL+Y9WnTzsjMdjcXR6HaIo8saKVfT3D/CJT3wch8POF794J7pDhL+Mepk8m0yBXc55Tl5LvoO86mI6PtwFQCISRTykP8f8IXq2NOGsLMTX1pcrMzNCkkX80VKq8tbk2pSM6Ovr5+KLbyQej1NQUMA3vvENvva1r50U6siTzrEtbihHNLvo9p5KkXMXs6r+gcEQRZYFOgYW0OuZQVP32eyVLgBAEJKYDH7MBh8mox+TwYfd0ovb2YbVNDgpF4SfTBj0EYrzdlOctxtBkpAkHZG4k0jMRTjmIhJ1I8k6jEIAgz6MQRfCaenCbNj/IlfIVauhoaGRKUZ9mMVTf0Pn0KkMBavp8s4hGCtgUe3/IWQ7FEJDlbqiN1nX8gm2dlzLrLLn0YuTK+RWLZohW/i7T8wcrgfwhlIhvi63iwsuWMaMGUaMxhi7OkVMBqgulEb9rZdIQrdXYCiYfQdAkgWiiZSo0oFpda/Xx6OP/ImPXn0ZtbXVLFu2GOMhM6oHnFqDTqbEJeO2Hr2+NVc4SvPp2do8/LeUSKI3mw7bR4on8Hf0Ixr0SPHJs847KRkBEaNu8g1WBgIBFi/+CPF4nH/84x9cfvnluTZpXJl0jm2g34tgzKN3oJLTF3VilGLIgCDIVBauo7JwHZIsEgiXEIm7icQcROPO4f/6QyW09p4BiBS5d3Lq1KdzfUgaaSCKSaymIaymw9fDCnFt9lVDQ2P8EAVpOCx2IFDL2sZP0u2ZQ5l7c65NO6kosDVxSsVf2dp5DYOhOmaVP0+xc2euzZowSIkkgZ4TVz8iFovz/371FEvPWU59fQ1z584+uC0pEEvuXws7CmcwEk/N/MaTY+A5HgjFFQQ2rN9Me0cXV1xxMS6ng3POWUJhYQEALpfzqKL5NolSd+5naI9kqLmbRDg6/HfUF0IaYTJBlmRkafI4tXDAsQXdJBsoa23tYNmyK/F6fdx7770nnVMLk9CxDQ0FCA1tpaFuLhs3z2f5qR9CovewfURBwmntwil0j1hHImliKDQFQZO/1dDQ0NA4TgrsTViMg3jDFZpjmwPKXJtxW1rZ0X0FG1pv5tSqJylxbc+1WRMCT3M30gm27CYajfL6G++yeNn5eMMmnHmFGBXWh+ZZpVE5hEkJmnpFhdQ76dPY2IJer2PKlEo8Hi9/+MNTXHvt5VRVVWCxWnDYbcMSzgsWzhuxDpdFptAhYTWNuDnnxEPREX6L5MCS7DMYqgHAZpw8IdSBQICFCy8gkUjwi1/8gnvuuSfXJuWECTb+M3pq8/6BTpdga/NFaZfV66IUuvZR4GoaA8s0NDQ0NE42HOYeApGSXJtx0mIxephf9QQFtn3s7T2fpDQ5xu2TYxiemYwlGGya3OmQRuLpv/6Te+/7MwN9nVQXSnz3S5dy6ZIyZpYnmVaapL44SV1xkhnlSSoL1JcGyPsFogYCQlpObTKZpKWljUAgpeGxc+ceHn3kT8Mzs2vWrGfL5tTgisNu48wzF+J0pBSwZ8yYyvJzzxpRxEgUZPJsElNLk0wpnLhO7YlOl/dUXJbWSZUtQ5JkTKbUTPNXv/pV7HY7CxYs4J///GeOLRtf0nvyi8LR6l+ZqJhlwpHNyn6mV/yD3e3nMxCop8B5tJOqqjo7XjEd46VeqYSi4mn26lJDSSUVlFV0Fc9ZBoPOauuXMroySqrdan1NqYxaH8zkuimVUToFWb53ZSUNFLU+oLBJVjRapd+ME5I+A3VGBbKta6eocKxkM8rK5YLK/aZ4SZWEVdUUZJXuHcUOlWUyULUf6Zy5ba3s6T6faMKByRA4upCCyrSs8jGtqCo/XovsVN8T46D4T3pq7wJQX7qStY2382HTncyoeAm3teO42s8IpftwhC4dj8XQW1Pr+UZG5SGhpGS8/+e+3W0kk3Iqo4Xa/oDiC1bteauo3q9yPpUUcUeJLMM5l1zFueecRmVl2WFN6nXqSTcOlPdHwB8RCEUF4snRf6a9/fb7ACxbthhJknjqqb/xkcsuYM4ps3A6HdTV15BMJtHp9Vx37RXo9xuj0+s588xFalVj0svk21NraNPRExOUcpKq5SpVum46lYYVr6lCO5LKdVZqX+1CKJ0UNZuV2lF5V8uCQIdnPn3BGZxS8fSoMptkNfvJceB0Omhs/JA//OEvvP32e2zduouNGzdyySWX8PWvf52f/exnuTZxXJhUM7ayLNDnncq2lqvY17Wcfk8toUiBJtahoaGhoZFTKgvWohMSNPWdlWtTTmrybK2cVv8YScnIB3s/y+bWa0lIKqlPcoxvjNa/ejv68bb3j0nduaSxtR9R4DCndjQkktDrE9jVJdLSr2MwkFI8TkoCkiyMmHoHWaatrYNYNLXO0m63YdjvMBoMBu76zG3MmjUdgPLyUpYvX4pu/3a9QX/MARMBGZdFprYoydRSiULH8ed8HYhNZ3fwKjpDC3M+rzIZCcXy2N51FRXutZS7NuXanLQxGo185jO38sQTv2HjxhU0Nq6luLiQX/ziFzQ1nRxRqpPGsY0nzGzYdxMb9t3CUGAKzT1L6Bqcy7SKV8l3No9Jm2a7ZUzq1Th5qVkwjZr5U3NthoaGRpYx6KLUFL9LS/9iOofm5tqckxq3tZ0l037N7Mq/0eubybrG2ybsR/5QWy/+Xk9W64x4g4ep1Z5I/Pz+x3n4d38Y9f6yDH0+gd3dIj3e9IShgsEQTz31N3bu3APAggVzWbzktOHt7jw3otqMoQIphWOJ6WUSUwol7ObjDxqISTY2+j7Fh76v0B5ZymbPHbzd+wO2em6iObCc3shs4pL2TXssun2nICAzo/TFXJuSFdxuJ08//XskSeKSSy4ZcZ8lS5YgCAImk4nvfe9742xh9pnQi1AkWSSRNNHrm0lj7znEkxbm1/+JQuduZEQE5P05arPvn5c2VJBXVsBQ1wDde0cRyqShMQrMDgtSUhMt09A4EakrfptQNI+tbddg1AcpdOzLtUknLYIgU5m/HoMuwsaWmwjFCrCZBnJt1tHI0LFpHzWnzcDstB1/dZJM58Z9yNKJ+Z756NWXIxiseIICTot8VLRpPHEwLBmgfVDAExr9N2Jzcytr127k2muvwGa3cfttN1JcXHjcdguCjN0E+XYJRxYc2UNJynrW+b5IKFnEPMfvKTOtZUCeRU9kHoPRBjpDi5AwYhR9zHU/TqFtb/YaP8Ho9c+kwL4bvRjPtSlZY9682TQ01LJ7926effZZrr322sO279uXek/FYjF+9KMfsW3bNp599tlcmJoVJqRj2+udQdvgaQz465HRARJFrt1Mr/gnVnMqH9tYKxpbXakXjM1tH9N2NE4eRJ0OAYGIf/LlRdPQ0Dg2giAzp/LvROMOtrZdw9kz7kd3An0gTUYMB/JQqqzbnwgM7OukIgvRPIPN3SeMMu2RdHkEKmpnAtA2mBJacphTM6CSDIGoQCyRus5FTgm3VR6VUxsJR4hEIrjz3BiNRvR6PdFoFLPZTHFJUcb2mvQydnPqfzYTY5aupzF0Cf5EBWe4f45L3wpAgWkPBabUTLMsC4SSBawduJuW4HLNsVUhEC2mxLEt12ZknWg0pWD92GOPcemll2K1Woe3rVu3jptuuomtW7fi8Xh47rnnWL58OStXrsyRtcfHuDi2+xXNDyORNNHjn0VcsmDW+3Ca24kmHLR4zqLbewpuawvTy1/FZPDhNHdhsXnHw9Sj8A/4ctKuxomHlEwSDUcIeUYQltHQ0DghEASZ+pK3WLPvTgKRIlzWzlybdFLjDVcgCjEsE1zdNNDvIxlPoFNIWzMaIt4g/XtOvAizQ5WLAd5//0P0ej2nnTYfbxhGEjLr84mEo6OLP3/2uRcxmYxcd92VlJeX8tGPXpaRnToxNSt7wJk1jsMXdkI20R1bSKlp3bBTeySCIGPT92MQw2Nv0CRHlnWI4uTKuTsafvaz7/PVr36fl156iZtuuonnn39+eFtlZSWrVq1i/fr1LFq0CFmWeeuttwiFQoc5wJOFMbvtJFlHp/c0mjxnE0vYKbTtxmVuRSTJQGQqfYHpSLIenRAnKR/UMzfoQsytepqyvC2H1SeP83Lg5P68b74+z7i2q3Fi07O3g2jgxBxN19DQSOG0dGDUB9jbcz7za/6EmGsp75MUSRbpHDqVfHszojjBc7nKMv7uQdxVxRkVj/pDtK/bnftMDGNAl0dgIHDwGzAei6tmXDhAIDryLH0oGGLFm++wdMnp5OW7ufCCc7DbMwsDN+hknBYZl1XGahx7wfJ4HF55xcYHH1jo6tKxaug/iUtWZtmePGbZGtsKNntuZ+PAbcxyP4tRFxzeJssCg6EG8i379i/xOzmRZXHMI0JzwSWXnMcll5xHQ8PpvPvuuyPus2DBAn7yk5/w7//+7wA888wz3H777eNpZlZIz7EVhKPv2hHyOEiyyLqeOxmINFBi247NtpX+0Ax6AnOQZAMOcyf1RSsoc23GYvASTdjxhisw6f04bH0jv4DU0gEopIuQDOmnYDmA3x8Eg45QLArG/fsqZV5Qk9BXLKPafNZQTA+jdj4VpNCVfldDMV0FailDRt4gZjk9jWIJNZszSfdzSPxRwLv/RaITj9kHR6wrk5em0rlRqUtRvl4tbUsaqVGGyyhtULk/1OpLm0yqUjg1GUn+Z7F91WbUyihsVDsexWugkLpGUrmgYjYHLcfpo141RQ+g0yWZU/Uc65tuo98/jWLXLuX7UCEN0LHaGRcmQlqhNFPKHOi3iaSRLS3XEIgUM3vK88hK9YwBQgbpTGRBZrCjD1d1McKob3IBWZIYaOxisLkbWZJTi0uVBJIy+vBQGRDIpLo0xZZ8YQ5zagGWnbNk+N9rP9xAQWE+tbXVABh1KWXhUOyIcyDLeLw+3G4XRpORoSEPPr+fvHx32uHGevGgM2szjd9t8sYbVr74xWK6uvTU18eoqEhQZNpEne01rPoB4JBzO0IfLLOtB1Fgh+daVnV/i0LLLqz6fqJJJ33hWUSTLk6r+B0F1sajG1f8jlB6Iarcb5nojCjFcWfyXaj07JBBRocgSkc/kyZISp8DXHzxjWzfvouXXvozc+fOGvXs6sKF83jttZVceuml3HvvvZx66qnEYjGefvppHnvsMd56663hff/xj3+cBI7tKNk9dBmDkXoWVTxCoTUVyz+N14D9+SmNhz/YTPoAxY5dqT/G8eWjRn97L/3tvbk2Q0NDQ0NjElLo2ItR78cbrkg5thrjys72yxgM1HFq7VOTJhw8Fooy1NpL/pSSY+6biMbxtPTiae8jGTvxQichlXa3Y1Bl0FiW2dfYTCKRpLa2mngsjtEsodcZj9p37bqNvLPqAz73+U9gMpm49dYb0rbHZpIpdKRUjDMY5z8u3nnHws03l3LWWWGefrqTOXNSKYhumnnsmdoDCAKUW9dRYNtLo+cCvLEqBiNTMYp+SqybKXdvxGVqH6tDmPAkJDMAejGWY0uOzZ49+wgEglx11W0UFxeye/c+br75Wh544CdH7fvHPz7DX//6At/+9j088MC9XHXVbbz66qu8+uqr6HQ6JEkajoBoaKjlG9/4Ap/73Dfo6Jicyxqy7tj2BGfT7F3OjPznh53aQxEEeVJknd27bzkCMvX1bx17Z40TB2H//52A4VwaGhrjhyCATkwgq81caIwJwWg+nUPzmVX5wqQbVOjd3U4sFKWgpgSD2XTU9rA3yFBrL76eIYTEiRcyeSiiANPKJOIJ8IYF+v2H55sVBIEbb/jo8Ef5+vWb2Lx5O5/+zG0APP2Xv1NRUcbSs85g5oxpFBYWYDIe7fSqIZCamS10yFjSK5o1olH4wheKOe20CH/6Uxemo7tFWph0AWYW/P3oDYaJm+95PPBHSwGwm3tybIk6Pp+f5P5Zb4/Hi8eT0iBavnzpYfvt29fExz52F3v3pvLXBoP/xeuv/5X33nuZTZu28YMf/Jz33ltDMpnEaDRiMhlpamrlM5/5KgAWy+RMD5WWYyvJx36INnrPJ9+8h2rnKg4Li5hkDA7U4XROjlFejeND1Ouw5tlxluZjy3ciigJtG/YSGvLn2jQNDY1JTDxhwaDT1tSPJ9G4nW2tV6PXhSnL35RrczLC096Hr3sQq9uOzqhHECARTRDxBUlETy6VbZ0IOiOYjTIFdhlvSMATEg6GGgsCwv4w0ekzpmI8xHFtaKjF5XYBYLPbsKW5jtZskKnIk7AepyN5vOzaZaSlxcCvf91z3E6thjL+SBmCkMBm6su1Kap84xv/ic/n53Of+xy/+c1vAHA47Fx33RUAJBIJvvSlb/PUU39DlmVuvPFGXn75Zfr6+hkYGOTXv36MBx98lGj04My0KIo4nS7mzDmF6upqEokE//M//5OT4zte0nJstwxeSIXNR4ll84jh5r5oGd7oFOYX/2GihaOnRTCUTzBUSHnFxlybojEOOIrclM2qPuQXmWT8xAzt0tDQGD8sxiGaepfitHZQYNVy2o4l0bidtoHTaO0/HVFIsqDuCXSTWN1USiQJ9Hu16KFD0OugwCFT4JAJRqHLIxKOCdhNMga9jCg4cS+YO7z/goXzMmpHEGSKHDJFTnncQ45Hor099anucp3YM/S5JhgrxGbsn/Bif/v2tQAMO7WQykF7yy2fY926zQwODhGLxamrq+P5559nzpw5GAwG/H4/DQ1nAOBwOPiP//g2l156KfPnz0evn5DZXzMirSMZisygLzKHBufLNLheO2q7L1YBQKFlZ3asGydkGWIxO0ND1QwM1jMwUI/VOkhJ8fZcm6YxDiQTR3/8GMxGogFNGl9DQyNzGkpXsKnlejY138CSqQ9gNmhRINkikTQQjBYyGKhjwF/PYLAGUUhSnr+RupK3MRm0tGonMjYT1BdLJCVIJCGSENCJMkNBSB5DdM2gS6Xi0etkdGLqG1CSBERRxqQHt03GkMOAQ69XZMUKK+vWmejq0vOvf1k544wws2dP/LWfkxlpkqT6GRgYPOq3aDTGSy+9Tn5+PtXVNdx99918+ctfHt4+b948du3axbJly/jc5z7HZZddhjhBNI2yTVqOrcN4MQWWR9jrvYQS21Ycxq7DVtAb9KmQq6RgRicGs6sipqbiq6CWpqQ6G4+b6eufSsBfQsBfRMBXTCKeUhOzO7opn7KeiinrEE0xkodIo4lJhZFTtSwCSgM/SoeTweis6uCSkvqbyjCkrM+gjJL4nJocq5JitMJ5llQk6I/n9ozFE0cdW8X8BgbbevF2DRALR5ElGbPDisltx9M5cFQdSn0QVJSUdbkdClZrX1EZW+1yKpRR7QOZkMk9oqjAnX7z2VRlVlWMzuD5mdF1U/hdXe09XaVt5ftDSTE5I7VktWuTwSC84vVReRbJh7wPity7ma/7M+v23cH2jqtYUPun9AxQUUyesGTy3lf5wDpwH8iyQLdnNm39pxOKFhBL2FNFhRh5jhamVbxGef4mDIboAUNG334m97RKf1K8dzNR71d9RoxsRCaK/8pTkyoentLHh+p9mJ0+LcspxWRfWMCgA6sppVBs1KfWxfb7BaKJ1DEZdKm8snZTaj+DbqRLkft7LRaDn/88n9/8xk0wKFJTE6e0NMEnP+nj7rs9I3cfJZVplW8SxTJq/VOpvkzunUwcKqX+mcl7UqGMKCRJSgo5m9TaGUf/8KWXXqe5uQ2j0UgymSSZTHLOOedgNBr5yle+wqWXXnpUmbvvvpt169YB8Morr1BYWMjll18+Yv379u2jq6uLs846a0yPYyxJy7FNynHqXP+iM7iQXUNXsLD4ocMeoNGEE4Ekgqqnl1s8ngq2bb+KaNSF2TKE3dlHRfV67I5enO4ujEZtlPdkIxoIE/GHMDsOkUoXIH9KMflTivF2DdK1owW9yUDZtCrcpfmEvEH0Bj16k4G2LY0T4JWooaExESlwNOG2tSDJk1dzItdIko41ez+JL1RJgWMPVYVrsJiGsJoGcVq7jkgROAFiRzXGHEEAlxVc1iPfvqm/82wygUjqr1yoGGfCf/93Ab/8ZR5f/vIQd97ppbJy4s8enkjYTb20DZ1OUtKP+zIGSZJYv34zW7bsYN++JuLxBIWFBTiddjZs2MKmTdtpa+sgGAxhNpv58MMPmTNnjmqd999/P1/5yleG/zYaDcRicR5//HEefvjhw9ajH2DRokV4PB5aWlqYMmVK1o9zPEjLsXWZyhAFiRl5z7O+7062Dd5AQ8HrmPU+4kkzrb7F5Fv2TlixjI6O+ezecxFOZwennvlnzJYRwsI0D+WkpGNrE9ULpqE3Ha0K6Chy0b1LIBZK9etELEFwyI9Or0OS5FTuwBzPvmpoaExczAYv3Z65dA7NpTxvc67NmXT0+abiC1WyoO5xCp371yqfmFF0GllCEMAxiURdk0l4+mkHer3M978/MKl1aiYrVuMAMjoicRc209GReaMhKcXpGdqO2ejmtddWEgyGCIVChMMRQqEwgUCQFStWsXXrToxGI0VF+fT1DeL3q0+qmUwmKioqmDt3Lvfffz/V1dWq+wMMDh4esmwwGKmtrWP58uWHObW///3v+fSnP33YvjfccAOrV69O48gnDmk5tsWW2tR/rduYkfccez2X0hlcRKltE95oFbGkg7nFT42JodmgpfVMCgt3M3vW35Et2ltR4yDxSIzWDXuomleP4QhNf1Gvw1VagKerH0mSCHkCBAe1tXIaGhqjY2rZG3R75hKK5efalEmJL1SJUe8/6NRqaJxgCAKIokwiIfDBB2bOPHNiThCdyARjfgR2EI5tx2Y6di7pQ5GkJEOBFna2v0ow0g/AjTf+34j7CoJAQ0MDkUiE7u5+ioqKWLJkKaeffjrz589n7ty5WCwWWltb6e3tZcmSJRQWFqZ9PD/84Q+58sor8fl8LFu2TFEg6tFHHz3qt61bt6Td3kQhzRnb0uF/1zhXUWlfQ0vwHDr8i7AZejm15E84TF1ZNzJbCIKExTKEKMoTOFhaI1fEwlHatzRSe9qMo6LZihvKsRe5EEWRkoYKkokk3u6jF/BraGhoHIUgI5DEHy7LtSWTEoeli1jibDoH51Ker814a5x4iCL89a+dfPnLxXz0o+U89VQXy5drApbjSYFtJzL/xrpmWDr1M9jNRar7J5JRuj3b6fbtYCjQiiTFcVhKWTzzLpBlbvr8HKxWK3a7HZvNht1ux263M2fOHMxmM+vXr2dgYIALL7xwxPrLy8uP+5gWLVp0zH3ee+892tvbefrpp1mxYgV2u53Pf/7zx912rkjLsRWFw2c59WKU+rwV1OetyKpRY4UgSMiSts5JQ5loMEJw0IetwHnY76Jeh/2Q38pnTEEQhRGFpDQ0NDQOxWL0Ulf8Fo19y5Ak3RFrQjWORYl7OxX+dWxtvRaL0UOevTXXJmloZJ0ZM+K88EIHN99cxh13lLJ6dSulpdqzYrywmfIpsNcxEGik27udBvM5R+0jyzKeYBsdgxvp9m4nKcXJd9RSX7qMfEctTmspwn5f6Ytf/OKI7fziF7/g61//OvJ+4S15AqT0qqys5J577uGee+7JtSnHTVqO7SPvfBqn0zFWtqhyw0V/PuzveMKEThdDFGRknYAkCyQTJvT6KMJ+xcoBfzXRiBN3fismk59I1InBEkQyiEhGBQVXFZl4JVVeUUUeUUk8U1ZYzCtkIHwhqyhnKomXqikcSwrrRVVVfJXUWJWUpFE5NwpR4mrXRgnVgHOFh4lvwI+t0D1yEZ0AskwynqR05hTQiwx1DSgqHwNIGagiZ6S8m6bqq6rKtdL1VDmhimraqkaobVRCSX1ZpRklJc70RW8VRSDVyigqDKtdM4UxOFWFY0Vh00yUI1W2KZ0DRcVTtfZH7lRqKuiC4jNCpRkF21RVZxWV21XaUXgeF7l2s6/3PPzRUlzWzmM3Mp5ksqAvA+VfRbVgtQe1kHorzqp5EX+klMae5Sx0/VFZ8V+l/Yyeq0plMlnNlImCq8q9Iyjo28g6pb6u9gDP5DgVHlJqyscKN+lN8x9ULpPR+3Ac7qsxunflpJWw/z84b8Eg8woeV99Zr3AN1PKSKqkSq2V3UHyHZG8x8FOrPpG1ujLl+uvf4fXXG9HndfPU23cM/75583Z++MP/4e23VxOPx9Hr9ZyzfBk//vGPWbx48ajqXrFiBbfccgtdXQcjW5ctW8bFF19MLBbj85//PL/85S959913MZvN+P3+Eyq/7HgxKc9YU9dS9rafj8ngo7xwE75oKQOD9YCIToxhtfaTTJoIhQsA0OvDlFdtQEoasTt7c2u8xoTH2ztEQXUJRvPRinEAUlJi9wfbmXrGTEqnVmIvcNLd0k0sHB1xfw0NDQ3T/hy20f1pajTSQxBk8uwt9Hhm5doUDY0xxagLUW5dS3PgXObIT6IT4rk26aTB7XYBYLGYAQiFQtxyy928+eY7ANTU1PDFL36RL33pS4c5nb29vaxZs4aenh5CoRDBYJC+vj5aWlro7OyksbGRnp6eo9p7++23h/+9cuXK4X/HYjEkKYMcdRqT07Ft6T6TAude9Loonf3zMJoCTK1/A5MxNSsbDBai08Wpm74Sp7uDHZuvpLVpCUWlO8jLb861+RoTHDkp0bpxL1Pm1WO0mFK/yTLC/tF2Ua9Db9Tj7RmioKoYe76TSouRxg17cmm2hobGBMagS62XSyTNObZkciLLAr3eGbi1MGSNk4A8016aA+eyqvvbzC/4PS5je65NOilYt24TAOefv4ydO/dw0UU34PcHKC0tZd68eUiSxI9//GN+8IMfUFtbi8FgoKmp6SgF4kPR6XRHBWsIAuTn5yPLMkNDnuFw5EsvvZRf//rX1NbWjtkxnuhMOsdWkkR0YgKT0c/s2n+kfrOMfBhJcypEY+7CvyAlDej02qiXxuiIR2K0bNxL3ekzCHuCBD1+SuorhrdXza4hGoySiMUZ7OhnqG8oh9ZqaGhMdHRiAkFIEE9MohwkE4iuwVMIR/M5peZvuTblhCMp6RkITsMbqSIhGUnKRgQk8izNFJj3YNKrpyLRyD4llq0sLf4p7/b+Oz3heZpjOw54PD6amlIDZ8lkgqVLLx+eNe3u7qa7uxtBEMjLc+NyOdixYwcAdruVa6+9nNNPX0BxcSEOhx2bzUpJSSHV1VWIosi99/6Sn/3sgeG2ZBkGBgYRBIF58+bxrW99ixtuuGH8D/oEZMI6tolkahlAKArRGERjdvyhEva0n08k5qCsYPRS1IKA5tRqpE0iGqdjWzPJWIJkInmYY2u2WzGYjDRt2EM8ElNdY6uhoaEBgCwgqC4E1hiJaNzOrrZLKM3bgtvelmtzJjWyDLGkjWCsmEC0mIFQPf2BaSRlE0adH4MYQifGSUoG2nxLAHCZWqlxvU2JfQui1n/HjZhkBSDftDfHlpwcfOQjHx/+9/33P3TYtttvv5H77/9xWvVJksR7761h5cr3efXVN9DpdCSTSYxGA6ecMpfzzz+fb3/72zidzmNXpjFqJqxj+/BjTp74PydN+4yEwyJwD/nubgRB4oxZj+C0Tdy0QhonDofmq/X3e7GXuAFIxhO0b28mHonlyDINDY3JRDjmREaHXtSeGekgySLbW64AQWbGlFdybc6kQJZhKFRDt/cUYgkbCclEUjKRSBqJxl3E9ztMAkmc5k7qCt+kxLIVm6H3sJDJaMLOQGgqHf6FbOq9BcvgIFPzX6HMvjEjvTGN0RNO5LFp8HbcxkbyTdoyp7Hmj398hu3bdw3/LQgCp546hx/84Ov09PRx7bWXj6qelpY2fvvbx3nttRU0N7cPz/jqdDqmT5/OF77wBe666y5EJQEvjeNmQjq2GzaY+OtTDhoa4lx/fYCiwiSPPvAWRnEAu6V/WPVYQ2M86dnXgclpob+tF2/P0ISQaNfQ0JgcROOpUXlR1KKHRksiaWBz0w0M+OqZV/80Rn0o1yZNaCJxBx2D8+kYnE84VoDFMIjVOIBOF8WkD6AnitERwG7swW7qw2ocQDwg8Z04WurbpA9Q7lhPuWM9vmg5+4YuYHPvzfQE5zC76DmMOu16HAtJ1uGLV+CJ1pKQzRSbt+I0dqiWSUhG1g/ciU6Is6Dg99os+RjS2trBXXd9ldWr1w3/tmDBXJ544kHKykoUyyUSCdasWU9BQT7btu3kiSeeZe3ajfj9qbB9k8nEwoULufLKK1m+fDlLlizRnNlxYkI6tq+8YmPnDhOvvNyBcb8w7d+f2L1/q3CU/L1iWor0FefVJeIVHBm19AJKUvmKqW4y8ZXUyiilbVFJ/6GY6kUtZYhS5gcVKXjlFCxK6VxU0nIo2CwppKABEJVSHyj8HIsn2LNhfz/UCRx60KrnUyl9ktozTjFPk3IRQSXtU9ZQSRGUCarnIN26VLYJSnYrFVKrTOHZoXbvKrevVkgpnYlyEaXbTa1MJuOEaZdJP9uP6jVQTlWlkiJIwQhZ5ZtRsRW186lw3ZyODty2VnZ1XUyeswWjIbS/jQxSsIwXmaSnyeB9eCSRmJOOgQV0DJxKPGFl/tQ/U+jcN6qyqil9lLaplVHoH6rvI8VzkOXreYgN3d5ZbG29FoAS11bmVDxHnrX5sEsoJNQ6u/q1dpq7mF/2R7r8c9nedzWrWr9OXd5KprjeR3fkYI3at4LqA0wBxW8FleNRsiGr95TCM0WGvvBsOoKn0ReeiSQbEYkjCgn2+i5jYfFDFFl3jlCdSFLSs2ngNkKJQs4sfwCjMQYYlE1QStGj5kQplFFP6ZjFl/UEme5fs2YDl132MZLJg/1owYJT2L59N7NmncW0afU88cSD9PcPsmXLDt5//0O2b99FR0c3weDRgzqlpaVceeVV3H333aNOAaSRfQR5FNNOPp8Pl8tFS8v6cclj++GHJi67rJIbb/Rz3329GI1w/WVPKe4vGRXyIBoV8nsBkknhJlVxbAWFnKxqg2mKZRRfsMp1KaJ2CRUdPrW8qwoPaxUnUdGxzSCvpNI5ENVy4iYUznNS2QAxruShKBZBNqT/QlDMY6vynlB0HNT8oDRf2BnlsVXpA5k4qZl842RCuudT1XFLs9+qtz9Ojq1qzmSFDWrPQqXbSuF4Msnxq/TsBJRz0mZis1oZpeuj9ixSStEgy4RjLj7Y+Rls5j4WTf0/BEFWP86T0LENR92s3vUZJElPiXs71aXv47CMkKYvk4/jnDu22UWQJGQZGnuXs7fnfEpdm5ld+QJ6ITzy/mqOrdK7coTjjCQc7B28iA7fInRilDxzC3V5b5BnGYVidTZz0qo5ttlsP01a/UvYPng9DkMHZbb15Jv37p+llfmw5/NEk05OK/0NFr3nsHJxycb6nk/gjVUyv/j/KLLuGrH+wziBHNunVt6WvTZGQU3NQrxeX1plzGYzZWVlzJw5k9NPP53+/n5qamr49Kc/ra2VHUMO+KFer/eY53lCztiedlqUX/2qly9/uZjduw08+ujRuZ80NDQ0NDQmExajl1Nq/8q6PXfQMzSL0vxtuTZpwrG38zxEIcHSOQ+kQo8nyOzORCSRNLGt/Uq6vXNpKHmDuuKVqdM1xpGrZr2fOcXPUpf3Jp3+BXT5T2V91x2cW/tjLWwWiCZTE0Dzix/Bqj88Y8Kcwqf5sPsu3u/8CnXu16m0f4BOiNEfmc7OwauJJW2cVvo78swtuTD9pOG999Yc5tROmTKFmTNn4nA4ePbZZ9Hr9Vx//fVUVlaSl5fH9OnTufjii7FarTm0WmM0TEjHFuCmm/w0NMT4xCdKufDCShrKnZhN6Y2saGhoaGhoTCQKHE0UOnezr/sczbEdAZ0ujlEf0tbTKiBJOhKSkQFfA7s7LyKRNDOv+klKXdvH3RarYZCG/Ncx6gJs77uGWNKOWa99p9U636TZdy7dwQXUud44bJvN0Mfi8vvZNXgluwavZJ/nIkw6D4F4BXmmRuYXP4bd2Jcjy08e6utTeWJFUaS0tJRFixaxc+dObrzxRp555pkcW6dxPEzolcynnRbljTfaMRhktu75aK7N0dDQmCTIMviHSomG7bk2RUPjKMoLNhKMlBCN23JtyoQiFMnHGyzPtRkTkkF/DesbP86KLd9k5dZvsqX1Oty2VpZO/1VOnNpDKbCk0tGsbP4OrV5tbaFejOEwdhKMF4243aQLMLfoz5xd8d/UON/CZWxjfvEjnF72oObUjhMlJUVcd90V5Oe76evr47nnnmP79u388Ic/HFYy1picTGjHFqCkJMk11wTw+CuJRLX4dY2JTUlNGSU1Zbk2QwPY8u6N9HXMzLUZGhpH4ba1AhItvZoTcCi7Oy4ilrAztfz1XJsyYQjHXKzfdzNr932CaNxBQ9mbzKt5ktOnPsSp1X/BYvTm2kRsxn4qHB8CsLP/I8jjJZ4wgUlIlmNm8LAahqh3v84pRU9TYt2mRd2PMw8/fB979nxAb+92enq28Y1vfIFkMsnbb7+da9M0joMJG4p8KJdfHuCXv8yj3zOVyrL1R++QydNAUdQp/arUFD8VF+MrCrZk0Lya9kgmirxKJmcyDKImkKTUkIJQhJrYEQo6YYLKC1ZWEdBSLKNwPg8IRCUFKKooIhqPM9gzqFpG9XymKc6TKpOemrTat0c2v0vUxY4yEEgaJRbHIOFAfqrfpHlfq2nqpa2wrLZN7X7PsgL1ZENNgEdpk/ozKoNnvtK2TBTND8FsCjC14g32dFzIgLeBhvI3KHIenasy1z0gIxEk1XeLcn3RuI0+7zSmV/2TQvc+jnn0mYgAKZVRE4DMQHAqXSG/VKEjsj3IAm0Di9jddREGXZh51U9R4tp++G5qWRxG0caoto2yDzQUvkGFaz1GfQBBBGVFyQzUihW/o7KosKxGmiJVvmg5gXgp0/JfBvGIjxO157qSQJPaNVASglIto7BNRSAq7WfBhJ82Oxyj0YjZbAYgHtdSsk1mJoVju369GZDJz2vMtSkaGqoYTClZ/pIppQS8AWKRWI4tOnkxWX2EA3m5NkNDY0RqSt7Fbu6juedMNjXdyKKGx3Db1PNbnsj0emYAUJq/JceW5B5Zhg3NH6PPN5PK/A+ZXv4ael0012apYjF4sBg8qT9O8hTvHcHTMIp+Ci0jpPTRmLC8+OI/EQSBc845J9emaBwHk8KxDYdTOUOHvNVYzZ5cm6OI2Wqmor4SKSnRtF1zwk82bC4b7kI3nn4P3j4P8ag26jeeyDKEfIV4+qoZ6qonGrZTVj9ChIeGxgRAEKDIvZsC215W776L5t6lnFr7dK7NyhnxhBWDPoxRP3KqmpOJAX8Dfb6ZzJ3yNGV5W3NtjkYaJCQTnYFFVNg/1BSiJxGJRIING7Yyb948jEZjrs3ROA7Scmzfeut9rrjiorGyRZG77vLyv7/00Ni6jLKiLYjixHxYFJQVYralQhn0Bj2JeCLHFmmMJ9FQlJA/RMfe9lybckIjSwKDPXV4+6oIekuQJRFZFokEXSRiVgQxgbuolSkz3yW/bF+uzdXQUEUUk5S4t9HSu4RYwnrSqgHLsshJP9W3nz7/NCzGQUrdmlM72Wj1LyUhmahxrcq1KRpp8PLLbyDLMh//+MdzbYrGcZKWY3vHHV/gxRf/zOLFi8bKnhExm2Xqp7zFmk2fwuObQr67eVzbHy297T04852IOhGrw4pvUJO9P5lIJpOaUzvGePsr2bfhQsKBAkxWL/a8LnS6BAgSeSVNOAvbcOR1odNrg0oak4eK/PW09Z/OxqaPMb/2zxj0kVybNO5YTB5iCQfxhPmkPP5D0YkxQNDEhCYZCclIk3c5lfY1mPW5F/XSGD0vvPAqALfffnuOLdE4XtJybAVB5Morb+W1155m/vxTxsqmEXHYujHoQwz5qiasYxuPxuls7KByahWOPKfm2J5kyJJMLKqtqc0WB7REDnzc9TTPYd/GC3HkdzJ10cs48npyZ5yGRhYxG/2cWvsk6/bdxjs7vkR96UoqC9eiI5lr08YNt60NAE+wkiLX3hxbk1ssBg+RmJNE0oBepy1pmSy0+ReTkCzUHpG7VmPs8Hh81NYupKqqnM2b38qoju9976c8++yLABQXF2fTPI0ckJZj+/LLL3PZZZdxySU38tZbzzNjxtSxsuto9AIuVxtDvmpk3TuHb1MS31NR2RMVvhcyEdk7tIxn0IuuRU/plFIGegaIBEZeL6SoMKcmWqikbqtSSElJWE1hWFnFN5OTk/5GJbVkWa0yJbFLFeVjJSl+tX6jVJ+i+jUg6zNR/lWwTUH5OLUx/f6RTRSPR2XaYaQy8aiZ5m3LGOqpIx61Ynf1YrJ5GOiYQWntRmrnr0AQ5aOPS+W6pRvgqKqmnUEjisq7mYinZqLimwnjFBWq9CwURLXrqVBGbZWKYv9ULqLUDdSeEYrHo1Rgv2iq29nB0tkPsK/zXHZ2XEZr/xlMrfgXVtMgvlA5LmsHdssoclxmc6VOhgrHmZSxmIcwGvwM+uspch+yhCBdhWFV5XgFs1TLKBTKgvKxUn35tkZkdHQOnsqUgg9GVeYwMukDWVVhz7JasdJxjvJ8HobKu1r5miqkXTjEZknW0ew7l3L7OqxGr6JasZrysKLCsZrNGSgpK35/ZvN+z6T9USJJEu+9t4aXXnqD3/72DwCEQplHeTz44KPHZY/GxCItx/bMM8/klVde4ZJLLuH886+jqenDcV1kXZi/j517LiEccWExT9wwj4HuAaKRKHrDpNDm0tCYMIR8BWx//2qSCSMlNVsxWXz0tc8gMFRG/fx/UlKz5aRPg6Nx4mI2+pld8wJVxWvY3X4RmxpvOmSrxPz6P52ws5mCAKV52+kenM20yn8dMwfoiYzN1E+xcxtdnnnqjq3GhKEneArRpJNa18pcm3LCkkgkuOGGT/Pmm+8ctW3z5jczqnP16nUkk6mRIJvNdlz2aUwM0s40deGFF/K73/2OUCjEZz/79bGwSZHS4m3o9VH2NJ6PJCmMoE0QAp4Afo8/12ZoaEwaYhEr2967Fp0+zrxzn6BmztuU1W9k7jlPseiShymt3aKtOdM4KXBau1k49XHOnPEbFk19lOVzf4Lb1kZT94mdhqKsYBPRuJPOgXm5NiXn2Ez9ROKOXJuhMUra/GeQZ2rEbuzNtSknJLFYjLKyOYc5tdXVVXzmM7eyd+8HWK3WjOp99NE/D//7rLPOOm47NXJPRimU77zzTqqrq3nppX9l2x5VdLo4M6a+Sv/AVNo6xlfASkNDY+yQJJFda65AlkRmLXkWs01bn65xciMIKQc3z95C1+A8PMFqQtETOy+zy9ZFWf4mdrZewoCvNtfm5JSkZEAvapoNk4Fwws1gZCqVjtW5NmXUSJJuwk8QHcodd3yJRCK1hnDFiucYGtrDxo0r+OlPv0dBQX7G9R5wlPV6PU888URWbNXILRk5tgAf//jHicXivP56Zou1M6WkaAc2az/hiHtc29XQ0BgbYhErO1dfhX+ojBlnvIDJEsi1SRoaE4bWvjPY1X4plYUfMq/uxM9zO7P6Zdz2VtbvuZmO/pN35jaWcGA4SVM/TTaC8SIAnKbOHFuijCwL+MPFdA7NZVPTDazY+k1e3/w93tnxBQb8dRktGR8vbr3187zySkqQ69e//mnWxGu/+92f0N8/CIDD4aCwsDAr9WrklowXgX7ta1/j3nvv5dFHn+SCC8Y3PEoUE0iStn5VQ2OiIssQCbkJ+Qv256cEEEjGTcRjFhIxM/GYhWjYgbdvCoKYZOaZf8dZMHE/DDQ0xht/uJjdHRcxpeh9ZlS9mmtzxgW9Lsb8hqfY0XoZ25o/SihSQH35m4iqymAnHr5wGYWOPbk2Q+MYhON5bO27AZuhB6u+P9fmjEhSMvDhvjvwhqrItzWSkEzUlbyNSe+nc+hU1u27HZMhpVtTUbCRhvIV42qfLEuEox5+8IOf8Z3v3INef/D7PhaL8eKLqejQgoJ8Pv7xa7LS5muvreSBBx4Z/nvrVi1n9IlCxt5hfn4+BoOBrq7xTbkhyxAMFVJcuGtc29XQ0Dg28ZiZrsYFdDWfSjw6shCDTh/BYAqjN0YwGMPUnLKS4qrt6I3RcbZWQ2Ni4w+VIst66krfzrUp44ooSsyqfhGreZA97eczFJjC3NpnMRtPjiUKkbiDUKwQlyUzQRyNsUeWoTtwKtsHPopejHBa6e/QiRMrf3owWkDHwAL8kVK8oQrm1/wJt7UNg/Fgto7y/E0M+OsY8NfT0reUxu5zKHTtwm3rGBcbk8kYa3Y8TCDcy7tbQK838PnPf4L8fDcARqMRnU5HMpnkzDMXHHd7P/rRfTz44GPEYge/N5577jnKy8uPu26NicFxTXvKskwyOT559g7InYdC+SSTJuzOHnUJdFCVvBeUclmoqdMobFJL25J2ihy1eJAMchEpFlFLT6MQoK70uypqg+yK5ya9NECgctrUTpnS9cwkfZJCSh8AxWUsGSkhpZ/ySFFcNIt9XZahp3U2TduWIyUNlEzZQl5JIzZnH4L+4DNCZ4ghiod0CqX61NJRKfbD7KWjyiQqS03ENaMUQUr3jmqZDA5ILc3GeJDBfaiUfSMjVJ65Gd07CmmKZIVUXWq91uXoAmBP10XMmPISugN56tTeE0rnJtvpaRS2ZZLKY6R0O4IAtaXv4ba2sbnpOt7f/lnm1P6NItf+WcwMUt0opvVRSumTYTsqlY1qr86B+YhCjCLbDkhm7/5UvTZZum4Zk1EaHhUUn4VqD1CVF9whRBJOtvddTW9wNqX2Tcws/DsmfZDDVvcppeFRSgMEyIrpBFUeeCOcN0kWaek5k32d56LTxTAZ/Myc8jJFBQciAA6WEYDCvEYK8xqpLFnP2l23s3bPHSw75X6MhoMOcNr39ShTB/lDPQTCveQ5ahjyN/OLXzzIypXv8vrrfx3ex2w2EQyG2LVr30i1pcXatRuIRCIUFxfjcDi4+OKLufrqq4+7Xo2JQ8aO7cqVK0kkEpx33viqiPkDqeTJDsf4zhRraGiMTDjoYs+mi/EOVFNUuZ3a2W9iNB9cG5ZR/mMNDQ1s5gFm1zzPjpaPEAgXsXDa4+h18VybNa7kOVpZPOu3bG3+KBv23kxNybs0VLyByPgMqo83oVg+jQPLKHdtxKDTolhyTSxpRZJ0mPU+EpKBZs85NA0tRydGObX0cUrtEyuEVZYFtjZdTffQHKqL36eh4k104uieGTbzILWl77Kz7VL6vVMpL9ycdfsSyShD/maaO99FFPWYjU5AwGxywf5EIvfd98PDypSUFNLY2MrevU1ceeUt/P3vjyOq5QNWYffuRoxGI11dXRnXoTGxydixffjhhwH49KdvzZoxoyEacaLTRTEcMpKkoaEx/sgy9LTNoXHr+eiNIWYvfoa84uZcm6WhcUJRUbgRu7mXtbtvY0vTNZxa/5dMYhPSIhgpZE/neUiSAVFMUpq3lZK8bTlLt2XUh5hf/yQtvWeyp/0CQtE85tU+fcLluu3zT2dr5zUYdUGml5wca6onMi2exezsuwIAl7kNf7QcSRapcb9DXd4KDLpIji08mt0dF9A9NIe5dc9Qmrc97fIVRevoHprF3s7llORvz3p4dVPHWzR3vXvU7139m4b//atfPczvf///hv9+7rk/sHDhhSSTSVat+oDTT7+Y559/nIqKslG3+8IL/+SBBx6hu7uXCy+8UHNqT2AyvrJTp04FYNWq8ZU3j8WtmlOroTEBaNm1lD2bLqWwfBcLlv9Bc2o1NMYIl72TU+qeo88zg37v1KzXL0k6vMFykpIeT6CSNbs+iT9ciigmicVtbG66njW77mQoUJX1tkeLIMjUlLzPvPq/0OuZwc72Sye0kmu6ROJONrV/DKelgzNqH0KvzdbmDG+kgr0DF7Cj76NUuT5gWsErWA391OW9wbLqnzG98OUJ6dR2DMyjpWcp06tezcipBdCJSWpL3yEad/Du1rvZ034evlDpcdkVjgwhyxJ9Q7to6Xp/+HeXvXL/f6uYUrqYWbOmUVVVwZ133nJY+erqKp544sHhgbV9+5qZM2cZF1xwLT09fcds/+abP8ftt3+BDz/cQElJiZbW5wRHkOVjvxp8Ph8ulwuv14vT6QQgEolgs9loaKjlgw/GfmTx2mueAaCz6xR27ryMM05/GJttULWM6poApXWko1x3aDAakCSJZCKpvvQ13SHuTNZ7qVWntGTEoDymobQmVFJZR6qEmpCl0vEorRNUFcVUWIekds4U1yOqMF5rbAWl41FZb6VYRuG8jbRGXUrqkCQ9ojE6onkHykTDdj5c8Wkq6z6kZmYqD5zy2uwM1vKOYo2tLAkICusZR00WP4wzmjxSu98VrltGfVqtjFKfUiujtE3heDI7N+kXUb0/lJ4rSeUHi/I9pbagOr01maNdpyjL8MGOTyPJIoumPY5RIRVMJOYkkTRhMvgx6COHVwDEE2ZC0QLiSTPJpJF40kJH/wK8oSoMuhDxpBW3rZX59X/GYEiVH/TXsKv9Ivyhck6peZaygi1jvsb2SLsPpb1vIdtbr2Bq+WvUlh4x+zOh19gq0+efxvq22zmr/j5spoHsVj5GZHWNrRrjtcYW2Dd4LnsGLkEgSW3eW0wteA0hk4s9zmtsQ9E83t/+WUrytjOn5vlRm3kYh9y7wUgBzd1L6R2aTjxppar4A6ZP+efoP2n3H4o30MGabQ8dtmnZgq8TDPezafdTFLjrOaXhOgRB5OlXblKt8he/+A0//vF9fP7zn2ft2rWsWbMGk8nId7/7VZxOB1dddQlOp+OwMj09fcycuZTi4mIaGxuxWq2jPACNicRIfqgSGYcim81mlixZwjvvvENfXz9FReOT/6mkeAetrYvZvuNKFsz/E7pxXm+kN+qZMnUKFoeV3rYe+jqOPVqkoTHRiUVtNO5eRk/HHEDAYAyRX7yX0sotOPM6DnuZJRMG9m09H50uRmXDmpzY27V7Pv1tM5hz7lPH79xqaEwCBAFm1zzPut23snr7XVSXvEdF4Qb0uhgAoaibPR0X0DM0BwBRiFNRuAGXrR2Afm8Dg/460FKegQABAABJREFUYgn7UXXbzL1UF7+HLIu4bO2UuLcjikkOjDzlO5o5c8bDbGq8nq0tV5HnaMZsyl2+6cqidURiTvZ0XoTN3E+xe/JnSRgINgCgn4AzgScLkYSTvQMXUpu3krq8lRh0+6MDJ/grRpJFtjRdg1EfZEbVK1mpM7W+/wVmThFZs/OTtPeeRn3FW4cPlo0Cu6Vo+N860UR12RJMRgd7295AFHXMqLkcQRhd8Ogdd9zIj398H5Ik8cEHH/DCCy9w3XXX8Z3v3AvAl770H8ybN5vHHvsltbXVSJLE8uUfRZZlfvazn2lO7UnCcaki33vvvZx99tn88Ie/4H//995s2TQizz53/fC/N20KcfnlFegNn+PPf+7CaMxeOx/92LOK22RRoHpWLSaLGRmIyxKSTlCVtVRSblacwchg4FhVjTUDJWelIblM2lE9N0oblGZFVQwQlMqovpAyUJlWev6qDGNmpCatZFsmwr9K7e/vm/3dDezedCkgUTvzLcwWHwF/EX0dM+lpn4vFPkBJ1Vasjn5iMTvtu88gFrExdcGr6MzxYfVaxRnbTFTDVe8psBV107zxXDr3LqR85lrlnceCDO5dRcVqtQNV6u/Z/shSugYqs5KK11TxgZOeSakyGWlTZ1BGZQZFYdBEbcZWWc1aaeZv9Mdpd/Zz2pw/sK9tGbs7LmJf17mYTR4kSU8oUohBH2Rm7T+wW/oY9NXS2n06bX2np8pau6ko3oDd2oPVPIhRH0IU4+h1sf1O7BHmHiGvLMvgC5XjsnViMIeRVWae0kX1UiuoSddXrGQoOIXm3qUU5x+a71X5RlRUplZbb5fJizcD+gLTcVlaMRmDWa33MLI8yywLAklJT/PAWXR552HQhakrfAtBSBKMFWLW+8i3NR5/2K7iN4maOnh6z4KkpGfXwOWIYpz6orf2DxhlLr+umLVDpa9lMmMrC7C79UK8wQpOm/UHdKYEMmJGKtdK0RZW6yDoS7nzq7dy/vkhzOb0+v6GDQu58MLrSSaj3P6Z5Xzve9+lru4xpKEI21sf5le/+m8uueS8Y9ZTUJCPIAg0NTUBcOWVV9LZ2cnKlSsJBoP8/ve/55133uHKK29jy5a3uOuur9Hd3cs3v/lNbrvttrRs1pi8HJdje9ZZZ2GxmPngg/XZsmdUzJsX5YknurjuunIeeCCPe+4ZGpd2BUFAd2ji6EhsXNrV0BgLJEmkacc5dDQtoqB0N9Pm/hODMfUBUijuonrGO3j6p9DTegotu5YiS6m+7yxoY/aSv2Kxe3Jmu6Owi7Lp62jbvJT8qt2Y7SdHfksNDat5iFMa/s7U6Bt09M0nnrACMvWVb1Ho3j2smux2tFNbvgpJ1iNJOgz641uzmZQMRGJuqsve35+yK7dq54IAlYXr2dJ0LcFIPjaz+tKkiU6RYyftQ4uIxJ2YDZPnebat62q6vadQ7t6AN1zJ+raUAyGQREaHQRdkZuk/KHNtybGl6jQOLKfLN49Typ6ZNOubZRl2tlxKe+9pTK9+FbejfUzaqSl/D39yGrfcUobdLnH55QF++MMBioqOrUwuSRLXXPMJDAY9yWSSF154ge9973vU1NTQ1NREX98Aa9duGpVjC2C1WnjvvfdIJBLo9XoKCwu57rrrALj11lsxGAyUl5fyyitv8Ne//oNZs2Zx771jO/GmMbE4LscWwG534PWO/0P4nHPCfOpTXu6/382nP+3B4Rj7WBFZlunv7qe0KrWQPhqZHA8/DY2RaN55Np3N86mf/TrlNRuOGuAVBMgraiWvqJVE/F9ISQM6UxRRNzHSbFSe8h79LTNp37KUhsXZCb/S0JgsmE1+6ivfVt1HEEAnJLKibKrXxSlw7WFXyyX0DU3Hbu3FZPTjtHWT52zOiWJycd5O9K0R2vsWMr3qX+NvQBapL36Tbu9cdnVfyryqv+TanFHjDVdQ7NjBnPK/IcsC4XgeMmA1DBGJu9jVewmbO25AJyYoduzItbnD+CJl7Oi+AkFIMqv0HwhIiEKcUufEdsABEkkj25uuYNBfSzxhZlbtC1QUbxyz9uy2Pl55uY3duw288IKdhx5y8dZbVn772x7OPjusntZbFAkEgiQSCXQ6Hd/61rewWq2Ew+H92wW+8IVPjdqWb33ry3znO/dy66238uSTTx627Y9//COSJBGNRrn99i9iNBp56623MjpmjcnLcccSuVwugsGRRSzGmhtu8OP362hszGIs8jHw9Hvwe/wM9Q0Sj55c+QQ1Thy8g5W0N55GzYxVVNQe7dQeid4Qw2gOThinFkBniFM55z36m2cSHCo6dgENDY3jYt7UZ5hV+w8EQaLf00Bj+zLW7biV9Ttuxh8sHnd7dGKCKcUf0NKzhB2tl7J21628s+1LrNt7C7vbL6TXM414wjzudmWCQRehrmglPd7ZRONHr4OeiMgyiEKSoXA1kFKuthoHsRkHEQQZi9HDvIq/UOzYzpaOa4klJsYaR1+klNXNdxGXTEQTTt5rups2z2lIsgFfZPQpZHJBUtKxcc+NDPjqqSr+kNNmPTamTu2hTJsW52tfG+Ltt9uorY1z1VUVLF1axSOPOFX11+6999sAfOc736G3t3fYqQX4/Oc/idutLgZ0KHff/UmmTavjqaee4k9/+tNh2x555BEANm3ahslk4tlnn6WwcHz0fzQmDsft2NbU1BAMhvjmN3+UDXvSorY2jsEg88Yb4/ewTMQTtOxuoaOpc9za1NDINp2t87E6+qms+zDXphwXRfVbMTuGaN24LNemaGic8Oh0CSqKN7Jgxp9ZeupvOPe0n3Hq9KeIxFys3vJp2nsWjLtN9eUrqSt7i7beRciySJFrF7Is0j6wgI2NN7Ny89fY1X4RSem4A9TGnDL3JmQE+vwzcm1KWsQSDnp8s0bcJggys8tSKr07ey5DkjNft5oN4kkzG9tvxmbsZ3HNb5hR8hKSbABgatFruMwT+9tuX8e5eAOVnDr1Keor3sLt6Bh3G0pLk7zwQgdPP93J1KlxvvY1kSuu+K7i/jt37gVg6dKlGAypc22xWADYsCH9GfKXX34Sq9XCbbfdxtq1BzU2vv3tb3PGGWdw//334/V6ufzyy9OuW2Pyc9yO7TPPPEN1dTW/+93jXHHFLUhqwzZZJi9P4hOf8PLTn+bz1FOOEyqnnYbGWJGIGxnorae4fEdOwgeziShKTDl1Fd7uGjxd1bk2R0PjpEIQoChvD4vn/pbKknXsaLqMnoHxdcoEARoqVnLBgv9i0fT/Q0Bi0F9PIpka8JYx0NK7lNbeM8bVrkww6CJYDB5CsfxcmzJqphanQsD9EeVcp0Z9iOklr9Dtncu7+75I29BpDAWriSZs42XmMLt7LyaWtDK/8k/oxASFtt3Mr/wjS2p/TX3hyhGF1CYKsbiVtt7TqC59nzxHa05t0engwgtDPPZYJ1DDe+89pbhvNJpatrd48WI++clPsnDhQpLJ1PKI1tb01wUXFOTzyitPIQgCS5cu5etf/zqxWIyLL76Y1atX8+UvfxlRTRBO44TmuIcw3W43jY2NXHTRRbzxxhvMnbuct99+gfx8dxbMOzY/+lE/Ho/I5z5Xwpe+VMy99/bxqU9lvuZXUclObVsGqq9KPrhqrlalQiq5GxUVT7Ps0GRTIFJZYVnl2mSiFpxBO5mg1I66yrSCGqta7ttRtCMldezZcTECUFS9QzE38XgqHKfbzpEH6q7ah62gi65di3BVjPyyz6R/KDavpGKrJnCs9K00ToNxGd2favmH00S1ecV8kyp9XamIWuonpbyrqu0o1KfyzFUU0VU6TrXn90TmkAMVRJnp/5+9846zorz+/3tur9t7L+wuS++gFBFRRAVFMfZeEo0aE6PRJP5MNGpiiZqvLdFY0VgQREVREEF672UL23tv9+7ubfP7Y2ER2Zndvdzduwvzfr18yd6Z53nO9DlzzvM5Kd/idBvZl7sAje5/hAQW9qIvmWMgIeX7c4VjURA4VHQJpdXjSYtdRVz4dhwuMyXV4yisnIrVXCmplOuNKrNXNVzl2ggConhUjVpAVj23R/11RS9LozW1xtDcFolH1GA1lBNkKsEjqqi3JVLTkkF1cwa29ggCjcXEhuyUDZXEhe4g0FxCVvlFHCyfz7GVLfoKooP2EB+ytdfqyS6PFkHwoOrqxamL693pNlDSMIEhkd9jNDV2qAcDEcEd5aJEqQ3wRmFYso6tzHuMlCry0b4KSs9GEDwkxG49vq4X92lvqjtI8dZbHwLySt7Z2XkIgoDFYmH//v3s2LGjc9myZe/1ekyAUaOG8f77r/DLX/6e5557jr179/Ltt9961ZfC6YVPcnNUKhWrVq3igQce4J///CcjR57DypWfMmxYui+6l0Wng3//u4obb2zi978P54MPAk7JsVVQOF2prUglZ/ccnA4TGeO+Qm9q9rdJPkEQIDJtL3mbL6C9JQC9opCsoNDvCAIMH/IFTqeJPYevZMKI9zucyS5od5ipqU+juSWKJls0rW3BnR8Y1ConFnMlAZZyAi2lhFrzJKNobreGqoYMbK3hVNVnYm8LZXjSMmLDdgOgUbdT35xEkKWI0IC8PtluX5JXdQ5tzkBCrUf8bQq1LSlsL7iFDgfUA6iw6Ctod1lxus3oNM2EW7IYGrWcUEtuj3wiq6GSCclv4/ZoaHWE0NIeQWXTcI5UzaK0fjwj4z7F5dFT0TgSW3sEVkMFMUG7CDIVd/bhdBuoaBxBWcNYGuxJAOg0zUwd8i90Gnm9F7XgRKVyIchGEAYmDqeJ4ooJJERvRav1f61jh8PB9dffzcqVHeJMV1whnfZbXl6BxdIxb/y5554DwGw2Y7PZmD17IV9//T8yMob02oa5c88jL28b0dEjKSzsxYc0hdMan046ef755xk9ejS33HILs2YtYN26L0lLS/HlEJJMndrGgw/Wc9ttUXzwgZXrrjs9XtoVFHxBVfEwsnZdTEhkLinDf8BoaeisP3s6EBR3BBBoqYlWHFsFBT+hUnkYNXQxO/Zfz7a9txAZvp/4qG1YzZW4XAaabVGUVI6jui4DUVRhNtZgtVQQHpzd6Wy43PqO9SomkO+agVZjIyZ8D7HhOzEbO0r6eDwqisonk18+DZfbiF7bhNlYw8jUzwgwHnemqxsyaLLHMiH93Q7HawAHxx0uI0eqZpIcvpZQS76/zaG2ZQgadRszM/6BIHiobBxOdfNQwrVZRAXux2ooR/AyVUutcmExVGExVBEVuB+7I5hdhdezJe8uAMz6KqyGcmqa0yium0ywKQ+N2oHTZaSpLQaPqCbUksuwmM8R8HCofB6FtWeRFvm97LgeUY1a5aDVEeSV3f4kv3QqAiIJ0Vv8bQpFRaXMmnU5tbUd12NcXAwvv3xySZ233/4fCxZcTFJSPOvXb8Xj8fDggw8SExPD8OHDeeCBB6isrGTKlLlERoazfPkHpKYm98qWq666E5fLxX333eeTbVMY/PhcTeHGG28kLCyMSy65hBkzLmXz5q9JTIz39TBdMmeOjVmz7PzmNxFcfnkLRuMAfoopKPQDToeB0uzJlOaPIyJ+P+ljvhn082q7Qq1xotI4qDoynOC4I6g0p17eREFBofdo1A7GD/+AkopxFFdMoLxqDAKezjRPs7GatKRVRIftOx556uJRLYpgaw2nrHI0ZdVjKCw/G522GbXKidujw+k0ERuxg8TIzZgMP6llLx5vn1t2LiHWPEICCvp2o31AecMoEAWSwjf62xQADNpGXG4ToqhCrXIRHbSP6KC+KYVj0tVz1pBXqLclIwhugk0d5aNEUaCiaQSl9eMBEZO+hojAg0QH7sGgPR68sDtCyKueiVHbQFzIji7HaGkLZ2ve7TjdZkIGwIeD3lBRM5zi8skMSViFTtvafYM+5pJLru10ahcunMcbb/zzpHU8Hg+/+93/4+GH/8Yvf3kj69Zt4eDBg4wYMYJhw4Zx/fXXn7B+ZWU1//jHy/znP8/32I6//e0FVq9eB8ALL7zA3XfffQpbpXC60CcygRdddBGffvopV155JePGzebyyy/mhRce70xF6CvMZpHISBcJCU70esWpVVAoyjqb8rzxRMQdIG3Ud6elUwugUrtJP2cZ2Wsu4+DKX5A06XssoV2nQSooKPQtGk07SXGbSIjdTE1dGg6nBa3GjtHQiNVc3qP7kCCAxVRNRuJ3DIn/nur6DOxtobjdWkRUxITuwWKslmxfWT+cltZIJg39rw+3rG+wtYdQUD2d8IDD3abT9jWiKFBSP54jVbMINeegUTv6ZVyV4CHUcmIKtiCIRAfuIzpQ3qFOi1yFy2PkQNnlNLTGkxH1DVrNiXZnlc9Fp7ExOfU/mPW1Pre/r2hojuNg7jyiw/eSGLPZ3+bQ1NRMcXGHcnRaWkqXTi3QKd7kcDiIi4sB4MUXX+TNN9/ktddeQxAECgp2kJ19hIKCYtRqNfPmXdArW2655WoqK6vIyytk48Zt/Pe//+W223peE1fh9EQQxe7VB5qamggMDKSxsZGAgJ7Xm1q9ejW33norhYWFqNVqXnvtGa68cv4pGdwdCxdGo9XC//5X7lX7S69bIrnMl+JRUkgKjIBkGpXghXiUpHgAMoJXvhaZ8+W3h9NMPEpKFERuatDPz53a8iFk7bikw6kdvfLkIWTOzcEkHvVTWmqiyN86G3t9OOGp+4lI24vBWo9a78DRaqKpPJHG8kScrRbcTi0elxaNvg1jcDWmoBos4WWYguRfeqSuUbnjKSUe1Zvj2Vdt/I6keJR0E8l9LfM4k24jN47E/pS75/ZSPEq2r4GML8sQyB0DqUoLEj8LoogowsYDd2PUNTAu/cOfjCN1rskYIDNOr+mizZHKc8itnI1e28iUIf8+IRLpTX+nsr5HVLG/5HLKG8cSFbiHjKgVGLSDY2qHKEJJ/USyKuaiVbUSG7KDMGsObo+eysZMiuumMDx2qWREVxY/iUe1tgWx5cBtmI21jBv2QddzzftJPGrxsl8A8M47H/Pb3/4Z6BB+WrXqR1atWktISDBffPH+CWrE6elnUV1dg16vw2q1UFNTx9dff83999/PkSNHKCjY7pOA16pVa7nyytu54oorWLx48Sn3pzDw6I0f2qeF3WbNmkVBQQFLly7lmmuu4Xe/+39cccUlfSrDnZnpYMkSa5/1r6AwGPC41WTvuBiTtZrEjIGR2tYfWMIqGHHhB1TljqJ4z1Sqj4wEQK1rw+0wAGAKrsQQUI/e7ESlceJsM9FUkUBV9mgQVRiDqglNPkxk+m7UWqc/N0fhZ4giHamRA9pTV/A39c2J2NrCyUxc7m9TZKlpTiW3cjYpEWtIDl/Xb9FRKYrrJlHeOJpR8R91GyUdaAgCxIdsI8ySQ07l+RTWTOVI1XkAqFVtZER/TWzwTj9b2TscLhMmQz2jMj4dMGWIVq/+sfPfl1564wnL3nrrQ/7zn/d59dV/MGHCGF544Qmuv/4u2tsdtLd3pC5feeWVfPjhh1x66aVcdtlNfPfdpyf4BHv3HkSv1/VYTOrZZ1/hqadeBCA8PPwUt07hdKBPI7Y/5cknn+TPf/4zv/vdXTz66O+86qMnTJqUgMEg8uOPxd2v3AXzb1wquUwyiiX3BU7qa5oPInI9aSMVLfMmIibfRmZZL/Gq3I/ksfHtOJLHzZvghWyUone/d/R3vMOaknSyt8xn9HnvYg6SSNfzZn/KfZPy87n28zZup4a2xlDamoNobw5Eb2kiILoQrbHrOUoel4am8gRq84dSXzwErcFOwqQfCIzLR6U6vuMlj41M5E2qjUpmKrC/I7b9db1LRjh/8ntzQySVJSOoKU/D0W5FULkIi8wlOmEXgSHFPQuoeHGNehUZ7uX5IZ+l48OoqDeZKN5EwL3oT/b8lMyQkI6+7su9jCZbLGePeuXEzfYm+urLsj5Hx/d41Njaw9hXeDlqlZNJaW/KlGvzoW0S67s9GupakthXciXh1mxGxvkh6iV3fnpx7npQ02SPQauxY9LVdwpdiXJ99TaSKfcMlSotJRfY6eJ9URQBibJ84OV7jBe3gs+WXAnAp59+wZ13PtDt+oWFOwkIsLJjxx7mzPkFbnfHya9SqXC73cydO5cVK1ZgNpu477472LBhCzt27MVms2MyGSkt3dsjuyZOvIDc3I450wcPHiQzM7P3G6cw4BkwEduf8sgjj/D888/zz3++xurV6/j++8/6JHJbUaEmOVmJsiicubTZAijYcy5BkXmYAqXnoJ3uqLUuzGGVmMN6NtdWpXERFJ9HUHwe7bYACjbNJveHSxHULkwhVZiCaxBU7o4XekFEpXajMzehtzRhCqpGb1CU2H1Na0sQ+VkzqCnPQGdoIjwmC3NANY42E5UlI9i75RpMlhqiE3YTGXsAjbbd3yYrDAAaW+IIC8oZkJoC7U4LW7Jvp80ZjFZtZ3zqe361s7xhJPtLLscjagk25ZMe9Y3/jPEhKsFDkLnE32acMoIwsMS8r7xyPlqtlg8//Izx40czb94cfvvbR9m69cRo+IQJ53PxxedzwQUzycraxIUXXk1ubj5jxowBYPny5Tz++OO88MILPP30Sye01el0PbLlo4+Wkp/fUebn9ttvV5xaBaAfI7YADQ0NhISEIIoiKSmJ7Nixyuu+fo4owoYNRhYujGb2bDuLFlV41Y8SsUWJ2A7iiG273cr+tVcBMHLm/9AZZQqnn+YR21NCOKrKWhNNS3UUtpoo2hpDO2ptih1vGh63BofNiiiqAZGAqEIihuwlKLrgpBRmJWIrN1AXP4lQemQiBYeno9XbSMpYT2TcwePlRTwd8ygb6xIoKxxDbWUagspNRMwh4pK3YbLU9Wic7lAitoM1YruA2sZUJg3/74mKyQMgYltSO46DxZcyKuljgs2F6LUy9+hTtM3hMuJ0GzHr67pcv96WwLa824gM3E9i6EYCjaVel/A5ZXwcsZV+tgyuiK1cX9D/Eduf43B0pM+fddZF5OUVMmbMGKxWK5s2bcLl6njAqVQqxo8fTX19A7m5+bz++uv88pe/BDrUk5944gnsdjuhoaH8+c9/JiIijP37f+xyvGO8+eYiHnzwr51/f/7551x66aW93zCFQUFv/NB+dWwBJk+ezNatWwF4/fXnuOqqE09Ej8fDu+9+zBtvvI9er+fee2/j8ssv6Vz29tsfERhoZeHCeZ1tdu/Wc/fdERw6pGf48HaWLSslNNS7OViKY4vi2A5Sx7a1KYiD6xcCMOKcj9CbuokgKo5tr8eAE4+B6BFwtFpoKk+gOmckLTUd6o9aYzPGgHoMAXVYwsoIjixAazg5Bborx1YUwePRgFOFx6NG9KjxeFSIHg0ejwrcatSadvTGZtQ/K2t0Oji2breGnD1zqC4dRlzqFhLTN6JW/2xH/Ww729vMVJSMorxwLI52M2FR2cSnbMEa9JMPnIpj2/s2g9SxdboMbD1wGx6PmjEZH2E1VR3tq+sm/enY1rcksC33NjLjviQ+bHu3XXljmygKFNVO5nDZxQCkRX1HSsS6k9bfVXgtdkcIZw15FRV+nsOpOLaDzrHNzy9k3LjZAFx88Wx27txHeXnl0eEFgoKCsFgsaLVa8vLyOtsZjUZaWlpOytqcOHEi27dvJzExnq1bV0hGbtva2khOnojb7cbp7PiI3ANXRmEQMyBTkY/xUwW0vXsPnOTY/uY3f2LRosWo1WpEUeS2237Lww8/ydixI/j++x878/QffPCvpKYm0dbmICfnC0QxB7X692i15dTXv0RoaFy/bpeCgj9pqo7l8MZL0RpsDJv2WfdOrYJPEFQienMz4UMOEJG8n9bGEGx1EbQ2hdDWFEJzVRxVOWMACIgoIiZzKwERJQgqN21NITSVJ9JSH4mzzYSz3YSz3Yiz3YTo6dmtWaNtRWdsRn/sP0MTBlMT1uAyDKbGAZmKKUd7q5WD2y7D3hzK0HFfEBGT1aN2eoONxCGbiE/eSmXpcIrzJrNr440EhRYQn7qZoNAin/riCgMbraaN8UPfZ3f2VWw7cAsjUj8nIqRn51Jfs79oAQAh1rxu1vSeqqahHC67GIO2ERHIrTiPyMADmHXHFd9t7SFUNQ1lWMyXqATPwMp3VRgUJCbGExMTSVlZJcuXd2RgLlv2Htu372blyrUcOJBFcXGH3s2VV17J9u3byc/Pp7W1FZfLdZLj+sILL3DttddSWFjM5MkXsmvX6pPGdLlcTJlyEW1tbZ2/PfPMM324lQqDjX6P2ApH37QEQeDaay/nX/966oSvNnPmXMWOHXtoa2vjo48+4oYbbuhBr+cB2UAxYEStzuaZZ3RcdVUzZnPv7tZKxBYlYjvIIrY1xRnkbLsQa2gZQ6csQ6Pr4TxDJWLb6zGg9xE5Z6uJxrIkKnLGYquLOt6JqEIQ3JiDK9EZbGj19o7/DK1otG2oVC4EwY1K7UalciOoOv6vwo3LaaC91Up7qxXH0f8f+8/lMAGgMzQRFFZMYGgxQSHFGEwNvXJ0+ztia28JZt+mqxAED8Mmfo41oEq6jVyUk46IVU1FOsVHptDSFIk1sJz4lM2ERvZu3qUSsR2cEdtjuNxaDhy5jKr6TCJDDjAk9ntMhoae9/Wz/nqMRJu6xiS2H7mFhPBNDI1d0aOuemtbu9PC+uz7AJie8QIAm3N/idNlIiF0MzHBu1EJLvYUXY3DZebstJc71Jj9HfFSIraDLmJ7jNdee5s//vGpzr+PCUcB7Nq1j9tvv5+8vCKuvvpqLBYLFRUVfPnll132ZbfbCQgIICQkiOzsk+v23nvvIyxatJjg4GDq6+vRaDSdUVuF05cBnYp8zLFNTk4mPz+fmJhIPvvsbYYOTQNgypS5FBWVcv755/PFF1+gVqsZNWoY6ekphIeHIYoempttNDe30NJio7W1DbvdztChacydex579hRy5MjvWLo0EpPJw4MP1nH//Q09tm/eLZ9LLpN6qffI1iWTWtD1z76ecyf5sOqnWq2yNUx7eUOWc6qkAlweOTVBL2qoepMiLN3m1F4aPS4NpQcnUXrgLMKSDpAy8TtU6l7knPrw2EA3Tm+vx/FhX170J9eXVNUFqVq1HW065oQ2V8fSbgvA7dJhMDcSEFJyUjrxT9t0OU43H7+cDj1NdXE01sbTWBNPS2MEoEKnbyYwtJiAoHJ0hpaj/9nQ61sQBA+N9bHUVabS1BCDVtuK1mBDb2zuXNdgasRoru8QM5H6uCDxYtZdzWZ7cwj7NlyFRtvGyKmfoDPYumkjs+zErmmoTqI4dzKNtQkYzbXEDdlKRNzBE5Sue4usbRLHTfp4ynTmjYm+1GSUO9ckHUuZ/rz4MCipNt5Dh1cUoaJ2BFkFF+B0mQm0FJMav4bQwIJu7ZLFi32TVzaVgsppnDv67yffSkWR4uoJBJpLUAluQMRkqEMlnjxQqyOQktrxVDcORaexEWwuJDliHWqVi7K60ewrvoJpGS90zq11ug3kVsyitH4cbo8eAI2qlfHJ7x0XWBqEjq1PnVRknE4pJ1V2fB86qXI156VskLkPSLaR2ZylH18hvZAT05KtVgs7dqwkPDwM6IiynnXWReTm5qNSqZg3bx5LlizpUkD2mWee4Q9/+AMAZrOJsWNH8umnb2IwGKiurmHo0KlYrVYaGxsBKCgoIDExUdY2hcHPgHZsly1bxllnnUVERAS/+93vePHFFxFFkdGjh3PVVZfywQefkZ2dR0REBKWlpXz66ZvMnn1Or8fJy9Pyf/8XxHvvBbB2bTEjRvSsPpzi2HqH4th606Z3jq0oQkNZCk1VcYgeFXUlaTjbzMQO30Ts8C299wUVx9arvrx1bLtsI3O9e+vY/hyXU0dTzVFHtzaelubwk1KdBZUL0aNBq7cRFFqE26Wjvc2Co82C02HuXE+jsxMYUoo1tJTAkBLMQZUnOIjeOLa2xlD2b/gFWoOdEWd/gk5v77aNN2mTTfXRlOROprYiDaO5jrQxKwgMKe19R93Zpji20vjBsT2Gy62luj6d4oqJNLbEEx6cRUbidxgNDf3i2LrcOrYeuhWn28S0ES+xK/daVIKb0IBcWh1BmPU1HCqed0IbjaqNmJDdxIdtxWzoSCMuqR3P4dILUeEhIvAQbo+W6qYMTPpaUiJ+JL9qOiIqzk57+aTbtdOtp9Eej8ttINSai1Z9PJ1TcWwVx/ZUHFuA/fsPM316xzmsUqn47rtPGD9+dOfy5ctX8de/PktOTh7R0dEUFBSclI68c+dObr31VgRB4NChQ7S3t7N371ri42OYN+961q/f0rnuc889xwMPdF96SGHwM6Ad25+Tk5PDtddey86dO/F4jj8p3nrrLW677TbS01PZvNk7+XmnEzIykvnVrxp46KH6HrVRHFvvUBxbb9r0zrFtrEji0A9XYAqqQvSoMAbWkjB6PQZrQ8cKvX0vGaCOrdupARWSkcze9NXJGezY/ryNKILLacDRZsHRbsbRbsHl0BMQUoYlsKLzEB87nh6PCme7GXtzSEckuC6W5voYPG4tKrUDa3A5AaElBIaUYgkrR605OS1MynFpaQhn/8Yr0RubGXHWp2j1rd226TBOZlk32JrCyNl7Ac31McSmbCdx6PqTxam6QXFsB59j+1MTKmuHkVM0G6fLSHriSmLDd/T+kdjLfVPXlMT27JuICd1FYsRmNh26CxARBA8CHjyiFoCUqDUEWwoRBA+1TUMoqRmH020mKmgfwZYCDpXMIzZ0Oxkx36JVdUw7aW6NZF/R5TS3RaPTNDM++X0CjOW92x7FsVUc21N0bAG+/34dCxfe2vn3G2/88wSxV4Cbb76XZctW8P7773P99dd32c+xlOT4+Bh27VrNnj0HmDnzMqxWK83NzQwbNowDBw70yCaFwc+gcmyP4XK5+OMf/8izzz7b+ZtWq8XlcvHpp//lvPOme9XvvHkxhIR4ePfdnpX/URxb71AcW2/a9M6xLd49m4byZEZc+EbXu2iQOLbNVdE0liehNdjQGO1oDXa0RjuiR0VV1hhqcofjcWvRmZuIGLqbyGE7e5Q2qji2Xt4jJJA7nm5RRUtDJE11cTTVxtJUG4fLaQTBgyWokoDQUgJCS7CGlqHT2086nx1tZkpzJ1CePwaTtYbhZy1Gq2s7YZ2+cmyhYw5uad4ECg5Pw2BsIn3MNwSElPW4veLYDl7H9hgut47swtmUVo0nNDCXYSlfYtD1QnSvl/vGIwqs2/sbnC4jGrUDp9vIjJEvoNO04HIb2Je/ALOhhoy4705o53ZpKK8fRXbZBbjcRqKC9jEycTGCcPI47U4zapUDjapnGWonoDi2imPrA8cWYP36zcybd1wf5/777+Sxxx7s/HvatEs4eDCb/Pz8LtOI6+rqGD58OBUVFbz77svMnz+HCRPOJy+vsLOqyoQJE3psj8LgZ1A6tsdQqVSYTEZsNjtJSUmUlZXhcDg6T+7e8re/hfDmm4FkZeWj13e/vuLYeofi2HrTpueOrdupZe/XtxMcm0/SBAnRkUHi2FbnjKBkz9k420wnNdLo7URk7EFvbaSlKobq3BEYAuqIHLoHa3QRhoB6SRMUx7b/HNuf7x9RBHtzKE31cTTVxtFUE0d7a8ezQqu3YQ6oxhRQgzmghpaGSCoKR6JSuYlO2UXckC1otCe/iPelY3sMe3MI2bvn0twQRVzqdhIz1qNSd1/2RHFsB79je4zq+iEczLsEEJiQ+S5mY223bTrGl17UlQ2lNWM4UHApkUH70GvtRAQfIsRacHwFmRJB0CEK1eYIJMBU1llrticCWj1GcWwVx9ZHji3AwYPZXHXVHZSUdHwwnDv3PBYtehWPx0Ns7ChSUlI5dOhQl23T0tLIzc3loYfu4ZFHfsPSpV9z662/YeHChXz66ae9skPh9GBQO7Ymk4n4+BiqqqpRqTTs2bOH1NRUdDot+fnb0Wh6V6EoJ0fL2WcncOmlLbz+eiXdNVccW+9QHFtv2vTMsfW4VeRuXEBjZRyj5r6F3iwRVRgkjm3n+iK4HIaOUjdtZjwuDQFRxag0rk7b7HVhFG+fQXNFPKKoRlAdXSaC1mjHGFSDMbgGa2QJ1pgiafEsxbHtNb1xbI+3Ob6g3W6luT4ae1MY9sYwbE3htNmC0OhaiU3dQXTy7g4Fb2+Uxn34Di56BEryJlKYNZWI2EOkj+lerVZxbE8fxxbA4TCy/dCNuFwGJg5/G6O+sftGvdw3a/f8lmBrAaOSl3TdqBvHtqfjyPYlh+LYKo6tDx3bY9xww9189dXKju4FEAQVHo+Hp556ikceeeSk9R966CGeffZZrrvuCl5++e94PB5SUydht7dSX1+PyWTyyg6Fwc2ArmPbHSaTiZaWFi677CLeeecjZsyYwQ033MB///tf/vrX53jiiYd71V9ampM336zg1luj0OtF/u//qpBTW5d7ofWqnIiUX+nNi6YXzmO/FbLswYvuyct88ztIPyxk20iNI7vPpA6oTBMv9s2xFz2PS0Pe5kuoL4sn/dylaANa8PRHRU5voqK97AtAbWpDbWrDQN3xMX6y3BhaQ/qcJbidWloqY2lrCu6MVjjsFlrrw6jNy6Ri/yTUujaCEnMJG3IQS2TJCad+r+324j4gWyXKmzaS54fMC6jUIi+Omzdlmn6K3tTcUU85NrvzN7dLiyB4OqOiIiBIGOfT8k1yqCEuYxtqnYMje2YTnboLS5BMqSFA7nuwILFvpG75su/zkvco6TbSncmdbBJOopyT3MuyRkeX9mp8kL5PSznDohcnu1bfxrhhH7Jx968orRlLavyP3TeS2zc/2x6PR027M4DggCJETdcNJfebjNcvuds8Xe8Db5x+b94hfO1w+tQG2XcCqZNNYn1vSj3KOta9d4Z9WWavL3j33Ze5/PKbWbt2E6IIoughOTmZe++996R1a2pqeO6554iKiuBf/+ooH7Ru3WYaGhq55557FKdWoUf48tuuT1CpVLhcbl544Qluvvlq8vPz+e9//wvAW299SENDU6/7vPRSG6+9Vsn//mfl4YfD/P5hUkGhJ7gdOnLXLqSxLIH0mV8QGFPkb5P8hlrrJDCugMhhu4gYtpuIYbuJm7CetPM/Z9Qv3mDYpe8RPnQPLRWxZH3zCw5/dQ2NpSfP3VHwL2qNs0epvv4gKnEvJmst+ftnKs+IMxC9rgW9rgWn0/cvzyqVG4upgprGIT7vW0FhIFJX1wB0vNN//vl7fPnl+8ycORWA/Px8brrpppPaPPLII4iiyBtvPI9KpWLx4i956KG/AmC1WvvNdoXBzYBzbIcNG0ZVVQ27du3jhReeIDd3C4mJ8QDY7a0nqK31hl/8ooV//rOaN94I4oknQnxpco8QRWipjcLtGnBBcoUBiNFgpGTLNdjqwhl6/mcExub726QBiyCAKaSGuPEbGHHF26SdvwRB7Sbnuyso3zvR3+YpDBIElUjyiDU01iRQX5Xsb3MU/EBIQAHVdem43b57Tre2B5JfejY2ewRqb0SdFBQGGf/61xukpk7knnuOZ1hOmzaFpUvfISEhFoClS5dSWFh4QruPP/6Y4OBAJkwYw9SpF3PHHb8jJyef0aNHc//99/fnJigMYgacY/vee+8hCAK/+tXvAQgNDWHr1hVcffVlmM1mkpLive775pubeOKJGl54IYR//jPYVyZ3iyhCzoZ57F95Hbu/vJ3a4rR+G1thcFJXHkxlQSjJk7/HHOZdrc0zEUGAwLgCMuZ+QtSoLZTumE59gRIlUegZQREFWIIqKM8b629TFPxAQvQWHC4zpVWndvybbREczr+QDbvvZv2u+8gtPpf4qG0MT13mI0sVFAYuw4cPBeCDDz7juuvu6vzd5XKxePFbPPfcXxFFkXfffbdz2VdffUVzczNXXbWACy74BQcPZnPFFVfQ1tbG7t27iYiI6PftUBicDLjwYUJCAvPnz2fZsmXs2rWPsWNHotPpeO21Z3nttVPv/557GmhpUfHEE6FYLB7uvLMHIhGnSGNFEnUl6cSP/pGW2mhyNsynPvEAyWNXo9EpX3AVTsTVZiBv/cUEhNUTGNe1aqCCPIIAseM20FofRsmO6QQm5fbntCKFQYogQHTybnJ2zaHVFojR3PfPB4WBg9FQj05rw+GweN3Hgdx5lFePRq9rIjwomyEJqwkJKECrafO/QJOCgg+w2+18/fX3BAUFEBoaQlhYKJGRYeh0OgDOO286v/zljfz73+/x9dermDnzMlatWsxddz3E4sVfduoQGAyGzj5ffvllAO6++xZef/0dZsyYweLFi/t/4xQGPQPOsQX45S9/ybJly9i6dSdjx470ef9/+EMdLS0Cf/hDOEajhxtu6EXtul4iilC872wsoWXEDN0GQE3BMAp2zKKpOp60yV8TEK5E5BQ6UKvVlOy4Ame7jtSZnyColBchbxEEiBi6h5yVl9PeFIQhsMHfJikMAsLiDpO371yqizNJGLrZ3+Yo9COVtcNodwQQEuTd1A+XS0d59Wjio7aSnrCyR/W3FRQGG4888iTvvffJSb/Hx8dyxRUXc++9d/D3vz+KWq3m1VffZs+eA0RFjcDj6bgepkyZQnl5Oddee21n2+zsbCwWM//97yIAHn64d0KxCgrHGJCObXp6OgAlJeV90r8gwBNP1NLaquK++yIpLdXyhz/UdUR0vIjqyJVrqMkbia0ummHTP+WYZkpk/EECQ0rI3TaXAz9cRUz6dhKGb+gQVfFKtbD3TeTwpeKmVBkekFM/9p3Csc/3jZTSoReqnl0p2DbnzqA8L4L085eiC248WXjUm9Ojn3xjXyom+6omrdpkB8Dj1PW8EXi1n2VtljhvPBrpgaRLf8mp2/Z6gU+RVKr1qrSUF21k6Ol1oFK5CAgtpakuVuba9UI5Xar0mExfolwpoN4io8IuKdksW0pO4nc5AVeJ+6RsiTVfnrrdlDFrdwagUjkJDirqVjm2q3NDpXai1baAICJoxJMVmr3ZUDkF7l4qKcu+XkgoKctOWJNQEZZX8fWidI4vkbuvSNktabPcOFLvMTLXuxfVHbyy7RR54omHWbVqLWVllSf8Xlxcyosv/ocXX/wPcXExTJo0lpSURPLyCnG7O16A9Xo969evR/Wzc6empobAwAD+/e/3sVgszJ07t+82QOG0ZsDNsQVITOxQM/3f/5Z0Kqv5GkGA556r5s9/ruUf/wjhjjsiaW72zZ1AFKGlPpKSw5M5svN8IpL3EhhxoqKtwdzE8HM+IXHkOspzxpG7/UKfjK0wOBE9KlpKMslaN4Zh0w6TMLSW8JAQtL2s26xwIq62DoVTta7dz5YoDCasoaU018Xg6u0HEYVBTYClDI9HS1Vt+knL2h0Wdh+8ks27b2fTrjvYsuN2DuXMpbo2DbdbC3S8V8RE7qGscgwul76/zVdQ6BcCAqwcOLCe+voc6utzyM7exM03X41are5cp6SkjCVLlpOXV8hvfnMHU6aMR6USaG9v56qrrjqpz+TkZEpLy2lra+OZZ57pz81ROM0YkI6tRqPhqaeeora2nnHjZlFeXtl9Iy8QBHjggXreequC5cvNpKcnk7P9wlNSLnY59BxY9wv2rr6BkkNTiEzaT+q4VV1+VBMEkdiMbQyZuIKa4qHUlioiN2cKARYrGmcCrtKZFP94BXv/dzdZ380lNLGCsFHraLHbqa2vx+mSDNsp9IDW+lBUGgc6qzJXUqHnRCQcREQgf88sPG519w0UTguCAooJC8kmK+9CHE4THo8aURRobQtk+94babZFE2QtJiSwgICAUuobkth78Bes3fQ7du27mrzCGbg9WtwePS32cH9vjoJCvxAeHsYLLzxBVdVBPv30TS6//GKGDEnunEv76qvv8Otf30p5+X5Gjx7O4sWL+cMf/nBCH1988QV6vZ6kpCTuuuuuroZRUOgRgihXaf4oTU1NBAYG0tjYSEBAQH/YBcBrr73G3Xffjclk5Mcfl5Ga2nclGIqLNSxZYuHxJwIwB1Ux7KylaH4W5ekutaO1OZjCA9Noqk5gyPgVBEXlo1J3n0clilCWPZHwxAPo9LZe2+7rVNMzJRVZcnwvUqJ6VvheoKk0gdaScdQWxtDarEeldhMYXYU5shBL7BFMoZUIgswxVVKRe5WKXL5rMlWHxjD6mn/3yiw5BIn0TKnf5dv0PhVZdhyJ1ES5cbyil9eIL88Nb/vr7XVQWTCC3J0XotW3kD5xOUERxT8xQGYciX0teQ7Ipof2Vypy72wGmXNNKj0WmfNQLt1WyjapceR2WTepyNARmd28+3b02hZsraHodS0YdE20OQKZMPI9DPqmjmGOPj/srcHU1A2hti6VFlskDqcF8GA21RATvpeo8H3odbZubZN8hniTiuxFX5Jp50oqspKKDCz78PJetzn//CvZvn03KpUKj8fD/fffyaOPPkB8/Bj0egN1dXUnrN/W1oZGo0GjZKop/Ize+KED2rEF+N///sd1112HVqth+vQpTJ48njlzzmXEiKEn5ej7gnMWbOHghsuxBFcybOriE+4ZcjeK+opEcrZdgs7QTvrkzzAF1Hcs6O3N2os5topjO/Ad25jADNa+O5OmWjMB4U1EpRUTFFuK05SFSu3soj+JjhTHtleObdXB0ZRsOYexN/3LZ6rIimPLGeHYAtibQziy63xam0MYO/tttPq2owbIjKM4ttJtBoFjC9DUEsW2vTcjisei9SIRoYcYNXTp8WEknh9Op5662mSq6jKprksnLCSfocnL0etaFMcWBo1j29oaRG19CrX1qUSEHyI68sDJ6yuOrSwrVqzmmmt+iSAIHHM19Hod7e0Ohg0bxoEDJ+9TBYWu6I0fOiBTkX/KNddcw/LlyzGZzHz//TqeeupFzjnnUsLChjJhwvnY7XafjmcNKSd90nIaqpIoP9KzWnYt9ZEc3rSAkOgcRs5657hTq6AAuJ0atn01HKdDzZgrljBk3ptYM7/Fbd3fpVOr4Dt05hZEjwanzfvyHQpnLiZrHekTv8LZbqKuXJkqcqYQYKlgxsQXGZG+lJlTniEooJAWW3iPvjtrte1EhR9iVMYSzh77Co3NcRRVX9L3RiucMq1tAeTmn8vG7b9i4/Zfk513AS6XHrXynPaKCy+cxerVSwgJCQYgLS0NrVaHTqfj8OHDaLUaEhISmDp1KjfeeCM5OTl+tljhdGBQxPvnzp1LfX09LpeL9evX880337BhwwY2bNjA7NkL2bjxa5+OFxxZQHTqDgr2n4NG205ITC4a7fF6s6IIzjYzTbWx1JZkUF+RgjmwmpSx33coGysoHMVWE0H+motwtZrIuGgJ6qAKf5t0RmGJLAVEmsvjCU1TagIr9B690YbB3IC9Kczfpij0I1ptG1HhBwGIj97BvqwrcDgtHZHXHmI0NDN0yBr2HpxLZHAKAca8vjJXwUtEERqaEiipGE9VbSZqTTuRYYcITVpNcFABGo2j95l3Cp2MHTuS/fvXEhMz6gTHddiwdLRaLfn5RZSVlbFx40aWLl1KfX29koqscEoMqrNHo9Ewc+ZMZs6cCcDChQv57LPP+P77dZx33nSfjHEsfSNh5DrszaHk7LgIYaebwIgi1GonrbYg2lqC8RxVQTQHVRA/dBORSXtRq9wnpxr1NpXMi/Q7b9JhvMGb9FDZ9OFept3I9uVVyRBv8hm7/tnTRXqRvTqCnK+vRB9YT/qcj9AH1ePpYR6tb1ORvUjZk+yr9218n4ba8w7VxnaMIdU0V8QTmt4Lx9ardMbet5FPS/NmZ/fSAHycqi5xrgky4/d2SoJcGzmkLgPZ7T/aKCCshOriTKKG7MRgbpI91JJ2S50DcmFAuZROHyJIXlMytnmzP31Z1tUbmyXTQ+XH8QgdKckqrbPzudXT525Y6C7CIyeQVTCXccNfl65tK/VN3JsSQVJp4nLnmlSJIJkpX6JGYpnMteuRKnvlBd7eu0QRmluiqKweRmV1Ju3tgRgNdaQNWUlU1F40P4nQigjS55oXzym5NG1v7oW+LmnYFxgMBt555//44Yf16HRaHnroHkJDQ05Y59lnX+Gpp17ko48+4vrrr/eTpQqnA4PKsf05Tz/9NJ999hk//OA7x/YYarWL4dMX0263Ulc2hLqyIbhEHQEhZUQkHMBoqccUUIPB3OTTcRVOD9qbAziy4jIMQbUMuWQxaq2ibuwv9AGNOO1KKrKCd4iiQGBEEVWFI8nadCmjZ7/vb5MU+pnmlkh0uhbUakf3K/8MQYD01BVs3HQ9ZVWTiYva1AcWKnSHKILNHk5ldSaV1Zm0toai1dqICDtMVMQBAgNKBsHkvMHL/PlzmD9/juTyu+66iaeeepF3331XcWwVTolB7dh+++23AJhMpj4bQ29qJnrILqKH7Oo3ER6FwY3oEShcPReVxkXq3M8Vp9bPqLQOnK19d49QOH2pK0vhyK4LcLZZOlIUU/b42ySFfsYjClTXZBAafMTrBCiDppghGbkUFk4hJnIzKuVlot9osYVRddSZtbeGodG0Eh6aTUbqdwQHF5xwLJSj4j8sFgtRURGsXr2apqamfheqVTh9GLSO7bZt2/jtb3+LyWTioYfu8bc5CgqdVOyahK0qirR5n6AxtPnbnDMeldqF5xRqUyucmYgiZG2+FLXGwYhz/oc1tAxBcUjOCDyiQE1tOgAt9gha20IYkfn5KfUZGbaFnMPXU9+QRmhwtg+sVJDC4TBRUj6OqupMbPZwNOo2wsOySUv9npCgfOl0cAW/8eOPm6ioqALgkUce4ZVXXvGzRQqDlUH5ttfS0sLUqVMRRZHPPntLmWiuMGBorQulYucUosZuxRJV7m9zFABnqxmtodXfZigMMgQBgqOPUFeWTtaWeYyZ/S4qlYtWWzCWgCpFT+Y0w+NRU145kuDAIg7lzqWhMalzWVzMNgKspyb8p1cVERJWT3X9SMWx7UNcLj07915LW3sg4aHZDEn+gZDgfFQqRdhzILN06XER2LfffltxbBW8ZlB6hNnZ2TidTu655zamTBnvb3MU+gmdRoPDNXDTekURSjedgz6gkcixW/xtjsJRHM0BmCOUjwwKvSdt0tds+Twdt1NPZf4oSrMm4XbpiRu6icRhG/xtnoIPKascRVbuRZ1/jxn+P0ymWlxuPVZLtU/GMBoa8HjMPulL4UQ6UsaHUlB0Nu3tAUwY8y4Wc42/zVLoIQ0NjZ3/bm1tpaGhgaCgIP8ZpDBoGZSObUJCAgB2ex9EYeQ+w0spfsoVsZdQRZZUOJZRv5PUgJRTD/WxIq3kOGqp32XUESXbnPxbcGAgKXHxbD/YDwW9vVCmRgWtNWE0lyaSfMGXqLTHT4r+U3CV6qtro73pS7aQo9QibxSOvTgGXW2P6BFobw4iODWry7FkVUJ7iey1JnUOyAwvpaCtklWq9Z26ray4rA8zcqXvhdJtPF48uSRtlgvkqEBraMHZZqHowDQiUvbiduopy5mA1mAnODqvxwKCkrusn9TJ5Tv0YhzJ556PjfNG/ViqhYzq7LFSfYLgJjZmJyFh+R0LVUKHMu7P28i9K0g899VqNw6ntetntkR/goTCMcg8J3q5PgAeCRVfKeVjQJRQOJZr45FZJoXUfVr0gMulo6xsNCXFE2hvDyQouIDRmd9gttZ2edzk8KpSglRfvaz60LFMan/2kzq6H2dabN26E7PZTFtbG263m5deeonHHnvMfwYpDFoGpWMbEhKCIAgcOHDY36Yo9BPhQcG4+ila63GrqT+SQX1+GvbqSNRaJyHpB4geu1W2XUt5HILKRUBifr/YqdA9LeVxeJw6rNHF/jZFYRCiUrsZdf77NFXHYQ6uwmhpwO3SkL/jfPJ3n0f+7vNIGbuKqFRFVGqwo9G0AzBx3FtYfBSh/TlRsbVs35yCO02L+iclZRR6h9utoaE+gerKDKqqhuLxaIiIPER8/GdYrR3zNBUlqMHFuHGj+OqrlZ1TC9955x3FsVXwikHp2KpUKpKTk9mxYy+FhcUkJsb72ySFPibAYqGirrZPx/C41NRkjaRy7wScNguWqFLChu6jpTyO8u1TCc/ci9ooLQal1jgRPWoE5Yk6IBBFqD44Gp2lEVN4pb/NURik6Ax2wuKPz4lUa1ykTfqGpNE/kLNtLnm7ZuNotRAUlX9UYMqPxip4RYstjH0HFmIwNGDqw/TV1OEtbN2owtY+ggDTrj4b53TE0W6iqjKTmpo0GurjEEUNRmM9cfHbiY3dhV7f4m8TFU6Bd999menT53PwYBYABQUFuFwuRUNHodcM2jPmqaee4pprrmHixAv48MPXmT37HH+bpNCHmI1GWuz2Punb49JQc3gEpdumI3pUhKQeJnLMNozBdQDkrrgUjdFGe3MgqnYjhqD6LvvRB9cBAraqKCzRZX1iq0LPEEUo3TyDhoI0kmYtV5wNBZ+j1bcRlbqb1qZQKvJHUXJ4CgFhxSSPWY05SJnbN5ioq0sFICZ6V5+W4tEI5UREV1JYNIGRQxXHtifU1SZRXDCJ+rpEBEEkOKSA1LQ1hITmYTLUDYh7uyiC02nEbg+h1R5Ca2sQgtqDVmdHp7cRGFSCTndmCRh6PB1zFVQq6dzrTZu2s2DBTUyZMoF//espPvnkDUaOPAfxaOr5O++8w+23394v9iqcPgxax/aqq64iLCyMiy66iF/84nYeffT3/Pa3v/S3WQp9QGhwMCaDgda2E6OlHrcabeMEVGo3joDtvX7Audr1VB8cTfWBsbjaDQQl5RI7cT36wMYT1tMHNtBUnELW59cCEDlmK9ETN5w0njmyHK25mYYj6Ypj60ecdhOFP55PU3EK8VO/JyQ1W0lLU+gTQqLzCYl+E1GE+vIUCvdPZ9+aaxh17oeYAvs2w0TBN9Q3xpObdx5qdTvBgUV9OlZpVhHRYevYs28h9qQ4TIaSPh1vMONwGCktmkBh/lkEBJaRMfRbwiOy0Op+8h7gx6o97e1m6usTqa9Lor4+ifb243VX9fomRFGFw2kCUUVk9F6GDv9mQDjh/UVoaAbTp0/miy8WnbSsoaGJZ599mYiIMNrbHaxdu5HRo2diNBo6nVqAxx9/XHFsFXrNoHVsAc477zxycnKYMGE8jz/+HMXFpfzzn4/72yyFU8TZasReOJ7m8iScdjPFGoG8ECcRGSpE6zoEVceNr2zjJVRlpQAQkzGE8MlLUOsc3fbvatdTuWci1YdGIXrUhKYfIHLUdvTWrkVg4qasJSCuAEEQsdVEUr5tGk67mcgxWzEENXSuJwigD6zHaVdUL/1FU0kCBT/MBUEkdc5SAhMK/G2SwhmAIEBITB4B4SXsWH4nu1fdiDmwBkHlIjzhEJHJ+zrFiRQGFmZjLVqNnfDwLAIDS/t8vOCgIwA43LGYUBzbn9PUGEVp8TiqKjMBSEzeRHLKj353Cl0uLQ0NCdTXJ1Ffl4jNFgGA2VJFRMRhAgJLMZlqMRobUKtdiGoBUYS83OmUFE1g6PAVnClfWNuOBiHWrTuxOkRLSwu/+tWDbNiwlYaG4+9bL774Irt27WLlypW0th4PChQXF/P1119z0UUXoaDQUwa1YwsdCsklJaUMHz6ct9/+H4mJcfzmN3d63d/yNy71oXXSzLt5aa/bSCrmyars9XoY71SRpWyT6+tny4ICrMQGjWbxi2Not6uJy6gjMr4WrVpHdamRjZ+OJ3ZEEBGTv8ReMYSqrBTSzlsNOhtFay6kpfYm4s5dLJkqDNDWGMSRFZfhbDURnrmXiBE70ZrkU5wFAQLjCwGwJhahMbZRvu0s6rKHYQiuwxhahdbajNNuoaU8jujJG0/Y71Lqz7L7WUrtUk6Bu7fqtt4onsodUK9UkWVskEKijb0ulLyV8zFHlZJ47gq0xtZOk/yp9ggySs5yjbxQTkcjsaFuGeV0yXPNGyVlL1SuJdRD5ZSP5dTWJZE4p0WZk0PyepP4Xa13MHL2h9QUDcXZbsTZZiJ/z7k0VseTMfVLqVEkx5dCTt1W+j4g10iiSS/u38fbyCj7SxrX+2oEUs82QULd96gBJ/2k1rhQqZ0Igke+KsLPkXu2Su5qAUElota4sLdoCLL8ZLxebidIb6tkG7kDKqUYLaPIK6V+LKd87JHor7YqlaLcs2hujEFvbCQpbT1RcfvQ6loRRQkteJlzWvDq4XJi1431cahUbspKR1NVPgyPR4ve0ERwaAEJKZsJCi1Epz/5/cGD0HkutbaGEhBYARoQEeTf17xQUvYpPnpOHktDBvjgg8Vcd91CAK655lesX7/lhHmzo0aN4q677kKn0wHw97//nUceeaRz+cKFC7H30TQ0hdOTQe/YAuh0Ovbs2UNiYiJ/+cuzJCbGc9llc/1tlkIvsbe1c2B9PB4PjLjqLVSGDjEIQaUiLMWDLj6T3O/n0Fh6J7YGIzHpVViS9yAIkDZvEcVrFpLzxfUkzvySgC4idW6HlpyvrkSldZB5+QforY0nrdMTwobtIyT9IA15adgqo2mtiaClMgaNvo2oiZuJGLP9VHaDgpcUr5uNztpI8vlfotYO3HrHCqc3xoA64kds7Py7unAouVsupiJ3NJGpe/weeVI4kdz8c3E6jcTF7uiX8WrqhuF2abCY8vplvIGOo91M7sHzqKkYSmBIEcPHLSEk4ojMR5D+oakhlt3brwNAp28mMWUj4ZFZGE31nddwT3xnrbYNW0sYoti77yaDGZPJhE6nxeFwcs89j/DYY88iih7q6hqYNm0a69atIycnh6ysLGbPnt3p1AI8/PDDXHDBBahUKsaOHUtraytPPvkkf/rTn/y4RQqDidPCsYWOC2nPnj0MGTKE2267n/j4GMaPH+1vsxR6gcPhoKK+GLRaBJ2t8/djX/8Ckg8xdH499uIxhJvrCErf1vmg0AU2kDT3Pco3XEb+6vlkXPb+SZHbhoIhOO0WRlzzJjpL8yl9nVRp3ISkHyYkvaPkVL99UVXoEqfNjK0yhsRzv1GcWoUBRVjCYZqq4snfOZuaoqGEJRwmODoPvbnZ36YpADW1Q4iMOIjZ3D9zomtqR2M2t2C1Kkrt9TWJHNo9H0HwMHT0F4RHHx4wzl9AUCljJ70PCFgDylGpvJvQGx51mPKS0Rw5PIvUoat9a+QApsNZFdDpdNTWdghxCoKA2+1m6NChFBYW0NbW3rnuG2+8wbXXXstDDz3EN998w69+9SvGjx/Pjh07+POf/8wDDzyAwWDw4xYpDBZOq9fxmJgYNm7ciCAILFhw8wnpEAqDA0tMLq31IdRkjexyuSmigrDxKwgeurVzru0x1DoH0dOWYApspXzDfDzuE09v8WhOsM6ivFCebpRvPwuV1kFAfIG/TVFQOAFBgNSJKxk6/TMElYeCXeeyc/mdHNl2AS6HrvsOFPqM2vokHA4Lra0h/TamyVSOyyVSWDSl38bsb0RRPvMdoLkxgn3brsQSUMGE6f8lImbgOLVwdApSUBmBQaVeO7UAwWGFDMlcSWnhBOprkn1o4cAmMzMdt9tNS0tH5p1Wq0Wj0bBt21YKCwuJjAznzjtvYMGCi3A4HDz11FNYrVZeeOEFDh8+zP3338+OHcezKBYsWOCvTVEYZJw2EdtjjBkzhkcffZS//OUvzJ9/A59//q5SB2sQYQmvQB/QQHtToFft1VoXsdOWkf3FNVRsPZeoST+gUh99KB1NbTqTUoLOBGoPD6P28EgSZnyHxiBdZ1hBwZ8ERxcQHF2Ay6GnujCTon3TAZGUCSuV+5GfOHh4PjqdjaTEDf02ZkToTo7kTjkt666KIrjdOvbs+gUqlZsRYz5DrT4xg8bpMFBZOoKywnEEhhQxbOwyNNruRR8HK06HkZamSADsthCCyfezRf3Dd999AnRk4mk0GtmyP198sYKsrCwEQeC55/7K+eefw+jRMzEYDJ1CVCtWrMBut2MymfrFfoXBy2np8T366KP8+OOPrF69mqlTL2bLlm/9bZJCL1CpXXhcWq/bm8KrSJz1DUXrZlGdk44lqgRLVCnNZQlolfS/04rq/WMo2XAuoUP3EZJxwN/mKCh0i0bXTnTabhytFsoOT6ahMgmVyo3HrUGldmGw1hE7dBsB4X2v0HumYrOHUlA0FYfTQvqQbwkJKei3sfMLp6HTthARfqjfxuwPRBEOHLyUqqphqNXtiAjs230FmcOXo9Y4aKiPp6oik+rKDEAgLCqb2KRtp7VTC1BZNoyK0lHExO8iOm6vv83pd346f7YrqqtrcLs7gg8hIUHcdltHWUWTyUh4eASxsbHY7XZ2797Ne++9x69+9as+t1lhcHNaOrYqlYrvv/+eK6+8ksWLF/P5598oYlKDCI2hDafNckp9BCdnYwiqoSEvnebyWMq2T0V0q4mfulqJjpwmNJUkULLhXMJH7SB2yo/eiHkrKPiNhBEbCAgvoakqAej4oOd2aWmqjufQj1cw7pI30Opb/Wzl6UeLLYxtu25Bq2klPfVbYqN39uv41dUZJMRvOSmSOdgpLR1HVdUwwsOySByyHqfTyIG9l7Fp3a/pkBFXYTTVkpS+nsjYfejOkHPbGliBILipqUpDo20jMWO934WxBhJ79x7/wBMWFtr5b71eR3t7Oxs2dGRTqFQq7rrrLq6++mqCgoL620yFQcRp6dge49133+Xzzz/nzjsfYNu2XTz22O+7/XrUX0iWx5EpYyElUCRXFsMrL667yTG+QmKYwLg8SrbNwGU3ojXaf7J677bFGFSHcdxmojm+SYIgPW7nOF6Up5EVj5IqoyBbxkGijcwwvS0R5FUpD7km/fisdju0FK09H0tMEbFnHa1xKDcNSmpb+8lmb/aN5PGRKxchcb0LsqVJujZOrlyGIFWSVWI7RamSV8iU+5Fr44U6hNStULY8jORF1fvxT0ItEhRXQFBcwQk/tzaFsGf5LdiawgmMKup6eLmSuFIme1MiyBtk758S56fMhShZQcpLm4/kz8Sgb2LSuP92OpeyjzypE8eLaZdulwa3W4/B0NDj56xciTcpvCqHJdmXXOmejmUul478gmlExexl6PBvOsefNOMNaquGIHrUBIUUYTA1gPaYbT23UZQqPSZzj/Lq9JC853pRkuvobrNGljFm+iIqS4ZTlD+ZZlsEmROXdV3XWuJc8+ZZ7c0O8Ie77XAcj9jffnuHCnVdXQP19Y3MmXN8HrrJZMJms7Fs2TJuuummfrdTYfBwWolH/RyTycQHH3yA1Wrl1VffJj5+DBs3bvW3WQrdYAqrxBJR5lNhFUFQ5tWeTtRlDcdpN5MwU5mfqHCacfTtsmj3DNqavdMaUJBGpXah09n8EjFVqZzo9Y00Ncb1+9h9hcejIufw+bjdOpJS15+wTKttJyr2ANHxezGaG87Ye7UlqIrUET8wYvJnNFQncmTfef42acAwd+55fPrpm2zf/h233349X331HcOGTQXg7rvv7lxv0qRJAGzevNkvdioMHk5rxxbgF7/4BbW1tbzzzjuIIlx66U0cPpzjb7MUZGhvCqalKgad6fQT11DwDbWHhxOYkI8+oMnfpigo+BRDQB0JY9bgbDeyf+W1inPrY9rbrQjehFt9gCBAWGgO9Q2Jfhnf19htwWz68W4qy0eQPmwFBoOiYSFHcEQBQ0atpLJwNBUFo/xtjs/405+e4plnXu6yEsk99zzMJZdcJ/vePXv2OSQnJ3Lrrb/hhht+DQgsWbKE+fPnd64zfvx4ALZuVYJTCvKc9o7tMW666SZWrVqFx+Nh5szLeOGFfyvlgAYoKo0LRBWibI61wplKQ94QWmsjCB22z9+mKCj4HEGAmMwdjLzwfTTadg6tWUh9WZJXM0TcLi1lOeM4tOEytn79K3atuokju8/DfQrifIOZopKJNDbFEx+7zW82tLdbEbzJLx5gtLYGcvjAxYioGDfpPaKiD/rbpEFBZOJ+opJ2cWTfeTTXR/nbHJ/w6qtv8/TTLxEamsFtt93PF198i8Ph4Pvv1/HBB5+xYcNWLrzwasn2DoeDs866iKVLv2bEiBGUlZWdVN6noaEBgIiIiL7cFIXTgDPGsQWYMWMGn3zyCSqVmscff474+DEUF5f52yyFn2GJKgHBTW3OMH+bojDAcLUaKF43i8CkXKVmrcJpjVbfxtCZn6EztpC19goOrLqGskPjaW0K7nL9itzR7Pv+Gg6sXUh9RSKiKLD3++so2HMOHreGyMT9BISVUFU4nD0/XEfB/hmUHRlL4YGp5Oy6gKKsKdiaQvtNYqG/ySuaTk7e+STGbSIstP+ztpqbIymvGElNbQYmU22/j+9LnE4Du/ZcQ1NjLNExewkILPe3SYOKlJGrsQRWcmjrZTjaB3/5ms8/f7fz30uWLOemm+4hMnI4CxfeCsC0adNobGzinHMu5Ve/+j1r127sXL+lpYVx42aTnX2Em2++mX379hEScnJd6R9//BGA5OQzpxawgncIotj9Y6ypqYnAwEAaGxsJCAjoD7v6FI/Hw/PPP89DDz3EuHEj+f77Jf1uwyW3ft7l74NWPEpiHG8EYEQ15K+dg606muFXvNPZtZTwiK+RE6aREsGRF8fp/TiSH/RlPvRLial4FRzw5hTo4xdi0SOQ9+08bBWxZF71LlqT/cQVvNo3UqIkve/LqzZyeCEC5F0bKfEo6SaDUjxK4vyQuz6kzo/+FEoTRWgoS6EydxSNlQmIbi2moCqi03YSGp9Fa1Morc3B5G65mOCYIzhbTbTUR6NSO/C4daRN/JrwxEOd29LSEEHxobOwNUTiaDOjNdjQ6e20toTgdukwWupIHrGGkKg8BLf0hgqurpepvGgjyD1zpI6B5O8n/9buMLN++70kxG1hSPKak5bLivNICT3KPI9+vj0HDsynsmp4599D05cTE73nZ20k+pLZn1J4c31I9tWFeNShwxdRXZPO6PEfY7FWnvT4l32P0XjxHPfiPu0VfSAeddLvR7tqbzWz4/s7SBi6nrgh24+O71/xKDm+eusy2eV1dQ3861//4YMPPqOmpq7z9wkTJvDoo49y+eWX4/F4OOZyqNVqAgOtNDY243a7efDBB3nmmWck+xeO7pt169Yxbdq0U98ghUFFb/zQM9KxhQ7nVqfTkZmZxrp1X/b7+BffsazL3+UeSFIOrOxDxBtFSS9ejr1SC5ZpU5MzjOJt5zDy8rfRGNpkx5DtywtnWNaxlTgGch8XJF/Q5faNxMu2Ss5J7e2Lu4+/E/TluSaKUPLjLGoPjiRl7jICEgtObiProPRyfKkXqS5s664vb9tId9b7JnLXjlcfRHp5j5BVGvfiw49H4p4n5yB559hKLOgvNe2fnYdul4bGikSqc0fSUJZ6wrKQuGzSpn6JygXNtTE0ViVgsDQQFn+4QzxP7px2i3jcahqqEynLH0dDVTLRyTtJyVzTtXorMk6qzDiSTq83Hxekfu9ijKKyieQWzGLalH+h1badtFz+2SJ1Y5Np8xMT7K1BbNl6J+Fh2WSmf4VG7ZRo0/Pt6Wwi9eyXcpDkHDQp8WfNiReizRbCto23MSRjNbHJXZdKkn+G+vDB4+P7p+R54EOH86dt9qy+HnNANUMmfCvTkfT4XuNF8GL5m5f1eN3q6hr++c9/8/nnX1NRUQXADTfcwDvvvENFRQWvvPIK3333HSUlJQQFBfH//t//45prrpHsb/v27UycOPGo6adpSomCLL3xQ8/YSYwtLS243e4T6mYpDBwEQcTdbkSllXgJUDijqNo5kdoDo4k/97sunVoFhTMBtcZFSNwRQmOOUFM4lIayZEITskDwEBRd0Kn+HhBWRkBY76bZqNRuQqLyCI7Mozx/LPkHZtJQlUhc6jbCYw+h1gzeuquC4EFEQKNp79dxm5qi2b3nagz6JjLSv5V2agcJogh52eeiNzQTE7fb3+YMetRqJx651JRBSnh4GE8//SeefvpPFBYWM2bMLN5//31ef/11YmJiePLJJ3nyySe77WfRokXccMMNnX/HxZ0+auIKfccZ69gGBASQnJzMmjUbiI4eyYwZU3j11X8QGnpybr9C/+N26hBULslogcKZQ1t9MOVbzyZy/GZCMw/4p9iegsIAIyzxMGGJh33eryBATMouAsOKKTwwg5y9c8g7eC46fQuCyoPZWkNQeCGRUftRyaaQDBwEwYMoqnG5DGi1rf02bu6RczEYGxg7+kO02navat8OJArzz6a2ZgjDRy9BpXL3ura8womIogqhP+c19AHFxWVs3LiNq666tMvl/+///QOA++67D5NJfj7x/v37mTVrFtXV1QCMHTu2c1lycjI7d3adIaCg8FPOKPGon7N7925+//vfExoaynffrWH48BnU1TX42ywFOhxbtdbR/YoKpz2V2yejNdmInKDI/Cso9BfmgBqGT17ChFlvEJe6jZDIPAJDS2hvDSBnzwXsWHcrRUemcHjPxWTvn4PL6bu6477EZg+loGQqYSHZ/erUAjidJoyGhn6PFJ8KoijQ2hqIy6XFZgulvi4ej0dFfu40Co5MJyllHeERSslEX2C01lJfkUzO9gup+9nUgsHCY4/9g1/96vfExY3p8v15+fJVDBkyhJdeekm2n/vuu4+RI0d2OrVxcXHs2LGD5uZmRFEkLy+PoKCgPtgChdONM9qxDQgI4Nlnn6WkpIQPP/yQ9vZ2Hn/8OX+bpQC4HXrUOsWxPdMRRag/kk7YiD1K9F5BwQ8YzY0kpG8iZfgahoxcxehpHzLunHfRGxspyj2L5oZoKopHU1ed4m9TT0AUIbfwHDbvvgNB8JCetLLfbYiP30p1zVBycmcPeLVpUYTSsjFs3HQXmzbfzYaN97Jl653s2XEtG9bcR1HBFJJS15GYsrH7zvqQ9lYLlcXDcLsGf8JhXMYWTAG12BoiOLxpAXXlA+sa6gkvvvg3AGw2G+npU/jii475wjk5eUydejFut5vLLrus234mTZqEwWDg/vvvx+l0UlxcjCAIWCyWvjRf4TRk8N8ZfITVagUgMTHez5YoQEfEVqVEbM94BAE0+nZEWZUOBQWF/sQcUMOoSZ8iitBmD2bbj3fQ1BBLWGQOamFgzMUtqRhPQck0kuN/JCluI2o/pM7GRO9FFFVkZc/F6TQxdMg3aDQD87lWVj6arKy5REbuJzLiW6pr0vF4tLjcerS6VmLjd2ANqPS3mTTVx5C962KCwgtRqwfGueYtBksjI875GFGE7cvvwlYfSUh0nr/N6hUBAVY+//xdLrvsJtxuNzfddA8mkxG7vSM7IiUlBZfLxcyZM2ltbeWVV15hwoQJJ/Vz/fXXc/311/e3+QqnIYpje5QvvvgCgCuuuKRfxvOmdI83ZTGkO/NiWX99cRZBdGtQqdwnjNlDEcoTEGSMllRM9kI1UVb9WepYyxw3qe7kDkGvVf9PUdGxx/15oeR87HdRBNGjAuH42JImeHHcBvT0Ji/ONenzs+elSY43kh6nt0rK3qki9770mZzjIlWiSG6Om+Su7rfzpvfqz5J4czy7GUYQwGiuJzZpO2WFY2lvszJi7OfSJkjsULn7dG/npR4bo74pAZ22hZSkdR2/966bHgwkt+z4wtjoXWjUbRzOvoitTbcyMnMJVsvJDqIvFbilrh0pReL2djMFhVMJDc8hc/RyAEKi80/q6+fXl1R/svcoL0rnHMPRZqLg0AwsQRVojXbvqh7I3Yuk7JZUme718F334xFwu3SodE7ZKhe+Q+pB4V1v55xzNm+//S/uuON3uFyuTqcWIC8vjxdffLGzXM/EiRN59NFH+eCDD6iqqqK0tPS0qbaiMDA4o1ORf8qoUaMAWL9+i58tUQBQaZw47BZEjxKpO5Nx2U242w0YQmr9bYqCgoIEqZmryRj1NbWV6VRXpPnVlta2AA5kzaOqZiihIbl+teUYkRGHmDjuLdRqB9t230xx2fgBk5rscunZu+sXiKKKtMz+T9fuKfamUPasvQ6PW0PGhK98XgHHn9gaIvC4tVhDy/1titdcdtlciot38dZbL3H99QsZP340l102l6ee+iObN39DXV02Eyd2iEE98cQT5OXl0dLSoqQaK/gcJWJ7lFtvvZV7772XTz5ZxrXXXu5vc854wtL2UXVoLHX5QwlNPeRvcxT8RFtdRzkufXBdN2sqKCj4k/Cow1SVZ3Jw9wIiY/YTl7QNS0B1v9pgs4eyY8/1HXNqU1YSGz1wVFRNpnomjHmH3LzZZB+5kPLKUQxJ+oGQ4AKcLi2NjanUNIyisTmK9jY9RmMbERGlRAZtwagt6ROb3G4N+/ZcTltbIGMnfYDB0Nwn45wqzfVR7N+wEL2pieFnLUFvbPG3ST6ltamjGocxoMbPlpwaBoOBBQsuYsGCizp/c7lcFBeXMm/e9WzdeuL12NjYiEqlxNcUfIvi2B7FZDIhCAIOx8Cc/3KmYQqpISghl+JtM7BGFaMzn14PMoWe0VYbjqB2oQ9s8LcpCgoKMggqkeHjllBRNIaivClUlo0gJDyXYWO+6Je5kA6nkZy880CEyePfQNfPCsg9Qa1ykzHkWyLCDpFbMItd+69DrW5HrXbgcFgJCa0lNuYIOm0rDqeV4uJkcnMzCY+oJjluHVbdQZ9FKjuc2itoaoxh9LiPMVv871SJHgFBdXIou/DgNAymJkZO/wjNaai9YQrsyEiyN4YTEF7qZ2ukef31d7j55qsxGAzdrvvKK2/x1FMvnpCWfAy9Xk9LSwsajeKCKPge5az6CaIoYrGY/W2GwlESz1rJwS+v58jai8mY8ykqzSAvAqjQa1rKYjFFlXf5sqOgoDCwEASISdhNVNxeaioyyNp/IVn75pI5+ss+Tx09mDWP2rohpKd+OyCd2p8SHFTEhNHvUFOXhr01FL2uiUBzGSZjwwnrxYYK1NWnU1I9ja07LycyahppSWswCNmnNP4xp7axIZZRYz4lKKjE7zVpRRF2fH8rodG5JI9Y2/m7x6PC5dSjO82itD/FFFiNztRE/s7zGH7ux2h0A6881Natu3jkkSd56aU3OHRoA+XllcyZcxUlJaVotVoAPB4Rj8eDKIqIotg5rzY+Pp7i4mKgI6rb3NysOLUKfYaSA/AT1Go1DQ1N/jZD4ShaYyupM7/CXhNFyfYZ/jZHoZ8RPQK2sjgsMX2ThqegoNA3qFQeImIOkTp0NdUVmTja+/aDsdutpbYuhfQh3xIfs71Px/IVggDhoTkkxm0mKuLgSU4tgEoQCQs6zOghbzJ+xKc4HWrWb/4FB4tuockWfcK6Ho+qR/N2T3Bqx35KcEiRj7boFBEFwmMPU5o7kabamM6fVSoPkYn7aayJZ8fK26koGInnNPvGLahEMqd/hqPVQt6O8/1tTpfYbDYAKiqq+P3v/8KYMedSXFzK1KnTyMwcxvDhIxg/fjzTpk1j9uzZLFy4kOjojnP0mFMLUF1drTi1Cn2KcnYdpaSkBLfbTXFxKbt27WPs2JH+NkkBsESUEz9xDUVbziMo4QgBMcXdN1I4LWitDcPdbsASpxxzBYXBiMHUCIDoK/lYCVrbggAVVrP/y9H0BYIAwdYsgtKzqLeN4kjxOWwtvQ2rpRyH04TLacTt0aHV2AgJzicufgeBAWUn9dPh1C6ksSGmw6kNHjj3VkElkpC5gfL8MdRVpBIQetz+6OQ9hEQdoeDAdCqLhlNbnkb6+K/R6tr8aLFvMQXWET9iA/m7ZuFsN6LVD6ysA7X6uHz9f//7AQaDgeXLP+eiiy6SaQVZWVncdddd5ObmsnXrVkUsSqHPURzbo0RERDBlyhS2bNnC7NlX8Prrz3HllfMBaGpqJj+/iJqaOsLDQ0lKiicgwHpK433970t9YfaA4YL7v+izvsOH7qG5PBl7TWyvHVu5cgCSJUNkSxVIjdP7NnL5Er5UzJQsAyQ3fm87625ZL5uIQEtZPILahTG64gRbpcq2eDVQb39HrrSUDN6U7PCi5JJUqQjZYy3RoWypF0/XCyVtk70+vCkZIr2s18jcIzwSO0GyNIscPrymRZnxJUtbeTOOTCNB6lxzH9/QY45tY2MsetNhmetNZqAeHGt7e9Dx8eTu+V7tBKlaSP2UuvuTYQQBQqx7CcrcR3VdBs1tESCq0Gpb0WjasNtDqK7NYNfuaxk+4nPCwo50trXbgzl4cB62ljBGjVtMUMiJ6cceqTIzMuVnpJ+hvW8D0FQbjctpxBxSecJ6ogBaSwtpk7+hviKJnG0Xs3vNDcQP20BwVB4aXdvJh0OqRI8XpcekS69Jd7bi5fnSA0nwn/8E8oedKu6/cgEXX2zrdfu+5M03FwEQFxfHihUryMzM7JHwU0ZGBqtXr+5r8xQUOlEc26PodDo2bdrEoUOHmDBhAnfe+QC//OXvESUeaoGBAUyePI4bbriSadOmEBQUQEtLC5s372DKlPHKVykfIghgDrJTvmcyxoBmAhIPnFZS/wpd01ISjzm6DJXaG09WQUHB3xjN9QQEl1BeNIbwqMN9MotTFKGsbBwGQz06XUs/1hj2HypBJDL0MOHak+faJiWt58ChBezbu5CY2F3Ex2+jvj6R3JxZ6A0tjJn4PwICK/xgtTwt9REc2nQ55qAKQqNzJNcLjipg1Kz3yds9m9ztHdFCo7WWIRO+wRoy8LarN0yb1kp6uoNbb41i8+ZCkpP7XnStO3Jy8liw4GZKS8sxGAw89thjDB8+3N9mKShIoji2PyMzM5P8/HyefPJJDh8+jMFgICIigtjYWIKDg6mvr2f//v38+OOPfPfdGr77bs1JfQiCwKRJY3n88YeZNGls/2/EaUjEqO9xtRnI+WEOQVETiBi1hoDYQn+bpdBHuB1aWooTiJqywd+mKCgonALxyVs5sPNyKkuHEx2z32f9iiIUF0+iqGQSDoeVEcM/6/jgeQY4tnKoVW5GjFxKack48vJmUFY6DoCYmF2kDv0BtcbpZwtPpqkmhoObLsdoqWf41MXdigUazE0Mm7qE1pYgbA0RlByewpGdsxkze1E/Wdw3DBvmYM2aYkaOTOLf/w7i73/3r1L1Cy/8m7/97Z+Iosgdd9zBq6++qsyPVRjwKGdoF0RERPDSSy91u15dXR1vv/02WVlZlJaWEhAQwIgRI/j444/ZsmUnc+b8gvj4WP7zn+eZMmV8P1h++qLSuImb+gWh6UlU7jmH7O+uIHnqGkLTB06dQgXf0VyUhOjWEJB6pPuVFRQUBiyhkblExu7jyMHZBAaWYjLX+6TfuvpkcvPOIyZ6F5ERBwkOHiAiSAMAQRCJi99BVPReGhoS0GjaO5SPNQMv1amycDiF+6cTGF5M2vhvelXOx2hpwGhpQKuzU7D3XGpK0giLk472DgaMRpFbbmnklVeCuOaaZkaP7n+F5NraOs49dwHFxWWEhISwcuVKxo0b1+92KCh4gyBK5dr+hKamJgIDA2lsbCQgIKA/7Br0VFRUcN999/HZZ5/h8XiYMWMKy5a972+z+gxfzrHtbp6es9VA9vJbMAU2k3z+Itk23sz1kZxnA3gkPgVJ/Q4gSiyTG0dqHqnc3D6pZVK/99cc297aLLpVZH94PYLaRfrVH560XOXFvpHaIOl9JnNblOpLpomkbXLDeDMH3Is5tt5tj8RCLyYg99cc295eHx3L/DvHVmoclUu6M5VEQE62jbuXxxOZ86OLvlxOHbs23YCz3YQ1sJyg0EJi4vag0Xa8tMseg676c+nZu/tKWtsCmXrWyydMTZG7dr2aYytpmNxJLXXeSNsmfY+QbuPRdn0hiGqJ32Uc267m2IqiQFt7EPaWEFpbQggMK8IaWHV8+SnMsXW7NOTtnk1V0QgiEveSMno1ak3XqbfdHTdRhKzNl9JcG8OY899Gq28blHNsj2GzCcyaFU9enpYvvyxlypT+E8my2+0MGzadxsYmbr/9dl577TUlSqvgd3rjhypnax8RFRXFJ598QkVFBXPnzuXHHzezdu1GzjnnbH+bNqipLxxC4cbzsIRVEz5qs7/NUegDnC0W2utCSbhwub9NUVBQ8AEarYPRkz+iKHcKrbYQCnOnUVIwiZT0NUTG7O/V3NuGhjgOHpiHy6Vn7OiPFL0FH+B2q8nPmU6rPRiPR43o0eB0GLHbQhCPfrVVqR0M0bad4Nh6i70phKyt82mzBZI2/msiEg+eUn+CACljVrF75c0U7D2XtInfnLKN/sRsFlm1qpjzz4/n6adDWLbsZIVrX9PW1obBYOD886+ksbGJf/3rX9x77719Pq6Cgq9RHNs+JioqipUrVxIeHs4NN/yaF198gssvv8TfZvkcTy+/dPa6f7eKwvXnU5cznMCEI8RP+x6tyYbn6ABeKQ97FRGTWCD3FdiLfeCN+rLkC55MZNjvdGGzy2EAQBfQ2KuuZPeNVBvJ/SzdmTeRFUmlWjl1W6nz0CtlV+lFUpE3r6LWUtvjhWS07DHwZh6lVNRF5vqQioDL7s9eRudlo3hSgVS5iJhaYn/KnGseiZ3jzTkgdSPSauwMGdWhjtreZibv4Eyy9l9MWfE44lK2EBaZg9DFBgs/uQ7cbg0H9l+GwdTA2BEfYDA24/nZTb6rCG/nMqlr1JvzyQvpeq/UggXpB5JktoNEZLarqKzbpaWyfDgl+ZMBD6GRR1Bp7RgtdUQl7MNorcVkrUNnaEYQTtxV3jzbXA49hQen4fEIjD53EaaA2m77ktxvP/lZa7GTNHYNuVvnEpqQTVB8Xtd9yWYd9S7K25dVrKxWkQceqOPOO6MoKtKQkNB3QlKVldUMHXo2oaHB1NbWc9111ylOrcKgpW+Lyw1iXC4Xf/jDH3jkkUfwdFEN3OPxcN111zFhwgQeffRRCgs7hIxqamo6/32MsLAw/vGPf9DW1s5tt/2W8PBMpk69hKeffonqav+KAwwGRI+K/DUXU38kg8RzVpBy/hdoTQNLCl+hD/DKe1FQUBjo6A02MsctZ9SUj1CpnRzadRkbV93Lrk3XUVs5RLKd02HE4bAQGX0Ag7G5Hy0+PWlpCmfr2jvJPXgBACMmLmH4xM/JHPcVaSNXEZu8k+CIQvTGZp9FxsuPjKWufAjDpn7W6dT6irDEgwRF5XFkx2xcDr1P+/YHc+bY0GpFVqww9+k4e/YcAKC2tp7g4GAWLRrcIlwKZzZKxFaCCRMmsGfPHgCWLFmCKIo4nU5sNhuxsbG89NJLfPhhx/y/HTt28Le//e2E9l9++SWXXHI8MvvQQw9x99138+STT/LFF1+QlZXFwYNZPPPMy1gsZgRBwOl04Xa7AIGwsBD+9Kf7ue66hf22zQOV0h1n01iUQsrsLwlMyPe3OQp9jErXMe/O49D52RIFBYW+JCismKCwj2mui6C+JpmG2kQO7LqM1KGrCY8+jE5v71y3vjaBmsp0AGy2MH+ZfNpQWTqMnP1zQBDJGPUV1uBKTNY6n4/jcatptQWj0bZRkj2Z8vyxxKZvwWhu8vlYggApE1ay59ubKdg5k9RJ33WrsDyQCQgQmT69lW++MXPnnb3LYOoNOTnHo9vTp0/vs3EUFPoDxbGVYMGCBRQVFdHQ0IDH4yE3NxeAiIgwdu/ezcyZM8nMzOTQoUNdtg8KCjrpN4vFwtNPP83TTz+Nx+Ph22+/5Y033mDHjh1oNBqMRiNGoxGXy8XBgwe5774/MWnSONLSUvpyUwc0rXWhVO4bT8zYzYpTe4ag1nWoYroVx1ZB4YzAGliJNbCS2KTtHNy5gCOHZlOSP4mQ8DxCw3NQq53s3X4NGq2dmIQdJKUqZcBOhbqqFLL2XoLJUs3IiZ+iN7SAVNr9KdBmt3J466W0NEQBoNY4SB61mujUvqtmoDe1kH7Wl2Rvmk92WyjJk5ahG8QZXhdeaOOPfwyjsVFFYKA3qnXds3btxs5/P/zww30yhoJCf6GoIvcAh8NBUlIS5eXlGAx62traCQ0N5fDhwzz22GOsW7eOlJQUJkyYwMyZM5kyZcopq8jt3LmTCRMmEBERxsGD61GpBnbW+OwHJFSRT/FZmf3NFThsVoYteB9BI31T7685tlLqx960kZ0IIHVVejO3z89IKTxD19nGrjY9h16/m4Q5ywlKzz5puZQqslcKrj7cz5Lz92T68/UcW8k5d3Lzj/08x1ZqO7uaD9iJv2+H/TTHVlIBXOaaklI/Vjl7r8jrzfxfXygp25rDKMieTqstGLstjCGZ35J76AKGZK4kNmGXvM0DeI6tV8jkAHszx7a6PINDuy/FaK5l3NR3UauPzt30QlFduoKBQHurhT1rr0MQPCQN/xFB8BAYVoLG2Nq7vujZHNuT2jgz2Pv9bNwuGHvBWjDu73YcX86x/e4l71WRf0pJiYbRoxO55ZZGnn22plcp4W1tbfzf//2XFSu+59ChHFpb2xCOdiAIwtH/wOXquKGoVCrcbpmbi4KCn1BUkX2MTqdj//793HjjjeTk5DB27FjefPNNLBYLr7zySp+MOW7cOB5++GGefvppnn32Ff7whzNzIn97UxDBKVmo1G5EXylRKQxobMUJAJiiKvxsiYKCgj8wW2sYPn4pogh7Nl9LZdkIVCoXHrm6ago9orYqFbO1krFnv49K1TdfQ90uLQc3L0AQREaf8wE6w/GU8v5KDDaFFDH6ovc5svliNi+7gJRxQYSnrfeZoGV/ERfn4vnnq/ntbyMIC/Pw8MM9Sxd/5pmXef75V3E4nKhUKhITE8nMzEQURVwuV+d/brcbnU7Hm2++SWJiYh9vjYJC36M8JXpISEgIX331Vb+Oeemll3amLa9du5Ht2/eQkpLIvHkXDLi6Yp4+KvyutbTgsFs7ojdeRH1kFU+9UUX2oo03D1Jv1BbltrUrZLWZvIpgeDFOF+9VTXkpGEJr0AV0PQdLUmG496ZJ196VC1ZKDeSRO0F7vUBaxdcLFRevjrVXUeted+VdNFtqga9V0KWWyWxQb6Os3pxrsiVUvagtKn0QZKKFXlzvUgligsw4ienr2Lf1KkAgMKz4uFJ1N/XOux5fQv1ZLsorVctYtga1FxFGqWihTOZCb4+1qBJwu/UggEornmCQN0r8XZ0fokcga8dFtNqCGTXjQ7RGe88eJ3LnmsSzTe7abXG0gbaNxKkfYwqdTt6OybS3mYget1J6KMl7bu/W9zU339xEXZ2aJ54IRaMReeCBesltWL58Fffd90fq6uoJDAzk9ddf4KabbhrwWX8KCr5iYHlHCidwTLzqxRf/zTPPvNz5u1qt4vLLL+H115897W9WKrULUbKWkMLpRltNKE25QwgbvcvfpigoKPgZR7uJwuwZgIqkjDVYAyv9bdKgpdUWRNb+i2iqiyNjzNd9MobbpeXwtnk0VCUydPIyzIH+r/ogqEQihv2IoGsgf/N56CyNhGVs9bdZvea3v63H4RB48slQ9u/X8/jjNSeUAGpra+Pii69l5859aDQaHnroIZ5++unT/h1RQeHnKGf8AObmm2/mvvvuIz4+gbCwMFasWMELL7xAYmISn376BZMnX0hDg++VBQcSrjYDam27v81Q6AecNhMFn1+GLrCR8PHb/W2OgoKCnyk9MoGmhliGj/+MhNTB54wMJLL2zaW91cKISYuJjDvg8/4dbSb2rruKptpYMs9aQkh013Vk+xONRo3RYCA8NITxM2vImFhAZdYoWqoj/W1arxEEePjhOt55p5z1641MmJDIm292zDVsampmxIhz2LlzH3PmzKG2tpZ//OMfilOrcEainPUDGJ1Ox0svvURubi7V1dXMmTOH+++/nyNHjnD77beTm5tPevoUfvvbR2lra/O3uT7HaTfRWhuBOarM36Yo9DGiR6Dwy3mIHhVJl33eqYyscHoiimCrjaA6ayRVB8dQeWAsDYWpeFxKEpHCcdSaY/eBQTYxcoDh8UBLYxSxyTsJifB9dYHa8hR2r7kRZ7uZkdM/Ijiy0Odj9BaNRoPJaESlEqipq6eopAxz8nJ01ioOrbiG0j1TEOWmjwxQLr3Uxu7dBdx0UyMPPhjB4cNqpk2bR21tHf/4xz9YsWLFGSnyqqBwDOUtYpDyxhtvMGfOHO655x7eeecjPvhgMX/+8++47747/G2az6jaNw6V1klg4hF/m6IgQe22sTgbA4maveaU+qnZMZ7WiihSr/oYrbUFXN23Ueg9rXWhOGxWAuML+n1sUYSmskRqc4fTVJaAq90EggdB5UEQRDwuLWp9K8MuXYTO0tzv9ikMPI6ViQkK9b+jNJgpKxyPRmcnMKTYp/06HQby9s6iumQYwZF5DBnzLXqjrd8EouRwuVw0Nbec8JtG5yD1nK8o3zuZsr1TaCxNJnX6cvTWwZX5ZrGIXHddM2++GcStt/6d4uJSfvvb3/LQQw/52zQFBb+jRGwHIPfddx+TJ09m8eLFsustXLiQiooKFi1ahNls4bHHnmHevOtxOPon2lXbIlBQrcLWB5nCLeWxVO0dR8TIHWgMSiryQEVQidTtHE1bdajXfThbzFRuOouwcTsxRStKyH1Jbc4wjqxYQO63l9LWGNQvY3o8KmqPZHLwixvIWXkFrQ0hhGfsJePCTxh3/b8Yd9O/GHvj/zH8ircRPSoK1s2hYt8EXO36frFPYeASEd+RMluYM9XPlgxeivMmkHf4PMKjsrEEVvms3+b6KHZ+fzP1lcmkj/uaYVOWoDcO/HqxKpWH2DGbyLzwY1xtRrJWLsRhN/vbrF7hdsMf/xiGyVTDoUNvM3fuXP75z3/62ywFhQGBUsd2AGIwGGhv73DmTCYTDz30EI899phsG4fDwYUXXsgPP/xAcHAgX3/9P4YOTetTO49UqrA7BFSCyKPvr6a+pZdRli7OPI9bTeHKuTQVJmOKKmfIJUsQ1EflUWWyhiT1peTqy3pT+9aLenaSSov91UZKoFNGdVZS8fNnbUS3iiP/uQl9eA0Jl3/ZdV9yNTfdULNrDBU/ziDzl/9GffQjhmztWz+X2eutIjDQpfqzXF9e001mnShCQ8EQSjfPwGm3EDFyJ7HjNiB0UfZD9vzo4fY47GayVl1Ba2MYgbH5RA3fjjWy+ARFz5+e0w0lyZRsn057cxA6czPDFryHSnPyAZdUfZXRmZOqFCNXQUayPzlVZIlsA8nfnXJ9SSjydnNNdd1GRvnXC8VmSWReKaRrJkt3d2jLPNpbAxhzzqIetZHfTokav3JtJI+BTF11ddc3aqn6siBdt1lWzVqqzdGfCw5PpbE2noCQMpKG/ghyOoy9qOFaWzaE7O0XYw6oZuiUZegMvXBoJTZHrm61R9v173KK0ZI153/SxNFi5dCX1xIUf4TEaat8mvG+6jnf1LH9OR6Ph3PPPci+ffMRxXPIyKjm4MGDynxahdOa3vihypUwAHnttdcIDg4GOpTu/vKXv/D444/LttHpdKxevZpnnnmGhoYmpk69hH//+90+tTM+1INeI+IRBVJi4kiPS8SoO7Uoi70qksb8NCLGbif1kqXHndp+RvQItBTFUbbqXLLeuJWcd26k6ItLqFw3ldbKCL/YNCBReVDp2/E4dF530VKUgCWxsNOpVeg7BAGCk3MZduW7RI3dQtW+cZRsndEnYzlbjRxeeSVup55hF79P+nlLCYgqli1VExSXz4jL3mPYvEW0Nweye9Gvqc0Z1if2KQwOWhqisAYpmRzeUJY/DrO1hqShP8ped72hvdVC9raLCY7MZ/j0T3rn1A4wdJZmrFHFNFfE4bBZ/G1Oj7j11t+wd++fEMWbMJt3sXPnTsWpVVD4CcrV4GPy8/O58soruf322zlyxLu5obfccgs//vgj0PF1Dug2YnuMBx98kO3bt2O1Wnn44b9x++2/9cqGnqDTQEqEB7O+44u21WRiWGIK8eGRXn/4bD+aHhk5bisqtX9Cc221IWS/eSsFn15Jc14KAal5mOOLcbfraNg3nLz3r6Vs1bm425RUyab9mbRXRhI+Y6PXfdhKYzBGlfvQKoXuUGncRI/bQuyUtVQdGEd9vu+zO5oqEmhrCiH93KWYQ6t71dYYVEfanCXorY2UbJ1BW0Owz+1TGBw4203oTY3+NmPQ4Wg34XFrMVrqfObUApQfGYtK7WLIuBWo1YNfDCFq9FbcDgOHll1He7PV3+Z0y7JlK4CDwCKuvvpqTCaTv01SUBhQKOJRPubZZ5/tnBv71ltv0dLS4tWNZ8SIESxfvpz169fT3NxMeHh4j9uOGzeOiooKxo8fz2effcWkSeO4884bem1DT9CoITHMQ5vDgUGnAwEigkNwedyU1/a+hp1G36Hu7HboUWnsvja3W9xtego+vQK1sZWUeR9ijKo84aXAIwrU7RpD1fqzacpOI2LaRoKGHULQ+Tk/1g94nBqq1k7FOjQbU1y5ZLqtHKIInnYDWlOr7w1U6JbwYXuwVcSQv/ZCVBoXgfG+U0w1hXTM53O2mzB60T4gtoi0CxeTs2Ihh7+8hrjJawlNO+DTl3SFgU9QRAHF2VMIi83CYBpcIj/+otUWyP7NV6LWtBMRe8infdubw7CGlKPRnh7K9aaQGoYteJfDX1xH8aZZDLlgmb9NkiU4OIj6+gYAHn30Uf8ao6AwAFEcWx/z97//nY8//pi6ujpEUaS8vJzU1FSv+rrooou46KKLvGprMBjYsWMHUVFRPPLI35gxY0qfzblVq+BIaTGZicmoVCo8HpFmu3dOqcbUkdbktJnRmvrfsUUQ8bg0WGPKMUVXnrxYJRI6fhcB6dlUrJ1B+XfnU7VuKsFj9hE8Zg9aq+/TspyNVpoOp2HLS8JeEgOASutEbWolaNw+gsbsQ6Xr3y/nogjVP56Ny2Yi4pz1XvfTkdYtoNIracj+QBAgafq35LsvJnflpYSmHSQsbT9aczMqRLSmFq8dSbWu45h63HIT++TRmW1kXPIRxZtmUbhuDjVZI0g4+3uM4bVe96kwuEgZ8QPbV91JS32U4tj2kOKcs3C0WRg38x20et9+NNQbm2ioTvRpn/5Ga2wldsJ68tdeRNXBMUQM2+1vkyS59NILeeedjzjvvPNITDy9joOCgi9QHFsfExAQQG1tLS6XC5VK5de5DwaDgTVr1jBu3DguuugasrM3o9H0zSFvczrILS0m0GyhyW6jpdU7p9QQVI9K107doRGYwn/wsZXdo9Y7CJ+4naqNZxE9cy0qbdcOo9ZqI/6Sb2g/exN1u8dQt2MMNZsnYk4swpJSgCUlH11ww0lOgegRsJfE0HQ4HUdTAKJTi8ehRW1swxBdgTUtD2NMh0MtilC/fQxVa6aBKGBKKCFs+mYEjRvRqaG9KpSqlTOoXTeZ4Ek7CZ26vc/nJDubLDgbA6jfNYqmA5lEzPoRXYh3aYJt1aEc+fhqLAmFBA7J9bGlCj1FpXGTMutLqg+NoXz3JGqzR3QuU+vaMIeXY40uJjxtPxpDz+tlt1TFAqC3nJozotG3kzzzG8Iy9lG0cRaHll3HiGv+i848eOf2KfSclsZIAKwhSj3zniKKAnpjM0Zzg8/7brMFDep5tVIEpxzGVhNJ8aZZNJfFEz1mM6aw3k2h6Es8Hg+PPvp33n33Y3Q6HW+99Za/TVJQGJAojm0fcSoO5DfffIPRaGTmzJmnbMeYMWP4y1/+wmOPPca///0ev/71rafcpxTNrXaavXRoj6HWO4gav5myzdNxtpoJH7kLS0ypjyw8jugRqNk1luptE0EU0JhtmKLLMUZV4HGrET1q2uuDMEbIp1PrQxqInrWG8OkbaTw4lOacVKrWTqNy9Uy0QQ0YIqpRG1vRmFpxNltoOZKCu9UIKjeW1HzUlhZUWheuFjMNu0dRu3EK1qHZaMw2WktjaKuIJHj8bsJnrketd56kihx27kbqNo+jZt0U7IXxxC78CrWxb6KfNRsmUr1mGgCCxknMpcsJHJbtdX/l38/CFF1G4qXL/CYSptCBoBKJGL6L8Mzd2OvCcbcbEF1q7LURtFTFUL7rLMp3TyF86F5ixmxCo+5aytfZbsBeF0FNXia1+ZlYI4sxBdX6pK6lNbqEqNHbKFg7F0SBxuJEPC4tgfH5XSonK5weNFQnYDTXoTe2dL+yAvaWYKpLM4lN2eHzvquKM2moSiZt/Nc+79vfCALET1mLObySsh1nc2jZDcSM20D02C1+tWvXrn18+OESvvhiBVVVNURHR/Pdd9+RkJDgV7sUFAYqSrmfAcamTZs4++yzgQ4hqqSkpFPu0+PxoNfrSElJZMuWb0+5v77G5YI33wxk0aIADh3S8eqrlVx11am91Igi7N+v45tvzOzbp2frVgNVVRquuaaJtDQHRUVatm83cPCgDo9HICHBybZthei8EPu12QTWrTOyapWJvDwddXUq6urUmM0e5s61ccklNsaMaefnwXy3Gz7+2Mrzzwej04kMGeLkl79sZNq07lPJNmwwcMMN0YSFufnoo3JSUqRriLS2CtTUqImP73n68osvBvHXv4bxwAN1XHllM7GxLiyWU3NXpk6NZ9q0Vv7xj97PxfYnM/8sUdZIZndIljPxwp/3rgSLXH8S5Ux+YpuzzUjVwbFUHhiPxmAn+ezvCIguxtWup6EkhYaSFGzVUThsgQBoTc1ED9tOeNo+1BqXZMkpkC5h1dXvzlYjBz67BbdT17mCxmgjYdoqghLzJMuCgHTJELlyPx6p61+u3I/E1EOpcj9qmamKPi33I1u+SWKDvDmn5ZAs9yM90KH1l4PgYdjZn/dofLm+BKdEuR+J/QygcnY9kGy5H03XJ7VHK53BJVnuRyt98XR1XdVVJFOUNZXMKUvRG+zdrt9JN1MOPB4VW5ffTXBUHukTvvb5XHePXCkkiX3glr3eu27z/TPzurXF5YInngjllVeCWLmyhLFj+3+qjMPhIDNzKnV1DQBotVp+85vf8Oyzz/a7LQoK/qY3fqji2A4w7HY7VqsVj8eDRqMhOzub5OTkU+73rLPOYsuWLVRU7EfnjbfmB9xuuO22KLZtM7B/f4FXD9LCQg2ffGJl8WIr2dk6AgPdjBnTzqhR7Sxc2MyoUSe+VdrtAoIARqMvYkz9y5EjWq6+OpraWjXPPFPN5Ze3nOA8V1WpefTRUD7/3IrDITBjhp333qsgMFD+DbWlRWDYsGSuu66Jp5/2nRM6YkQi117bzB//WOezPvuDM9GxPUZ7cyD56+bQUhlHUEIOTeXxeJwGTKEVBESVYA6uxBRaicF6Yhq+rxxbAFt1FKU7phEQn09gQh5Zy64BQWTU9a8jytzaFMdWus1AdmwL986gLHc86ZO+Iiw2p9vxz3THts1uZfvKX5E+fjkR8Ye6Xb+Tbp6vTbXR7Ft7HaNmLsIa4vvySwPJsQVwOmH27DhcLoH16+XLlPUFb765iAcf/CsLFizg6aefJiMjo38NUFAYQPTGD1VSkQcYJpOJXbt2MXr0aFwuF5mZmXz//fdMnTr1lPq98MIL2bx5M3v3HmTChDG+MbaPUavhssuaWbbMQm2tirCwnr1JeTywapWJN98MZNUqE2azyMUXt/C3v9Uwc6YdrczD0GQafA7tMVJTnaxcWcI990Rwxx1RvPJKG7fe2jH/dcsWI198YUang0cfrSUy0sVDD4Vz441RfP55mexDe8kSKy0tAnfd1eBTeydPbsNmUyRuBxN6ayMZcz+h+uBY6grSsEaWkDRlNTpzR0aFV85OLzGHV5B20Wedf2uMdgSVh9bacFptwegDGzCGVSnqyacJCcM2UFMylIbKpBMcW4WuMZiasQaXUVOafpJjeyoIXn1RG7xotfDYY7VccUUsBw7oGDGi/1SgX3rpPzz++POo1Wo++uijQROMUFAYCCiO7QBk1KhRLFiwgKVLl9Le3s60adNOOVpeWtoxTzUioudlgwYCO3caMJk8J6XtdkV1tZr//c/KW28FUlioZfToNv71ryouv7xlUDusvSEoyMOiRRVs3GjgscfCuO++DuGVjAwHd97ZyN13NxAS0uF9hIa6ueKKWJYtM3PZZV2LgdhsAq++GsR559lJSPCt8rLJJPLtt2b+9rdaxQkZRAgCRGbuImLorgFx3MIy9lG69RwOf35952/RU9YROXa7H61S8BVNtTG0twYQHFngb1MGDWGxWRRnT8bWGIY50DdZNubAagTBTUt9dJ9EbAciZ5/dhsHgYc0aU586to8//jyffvoFY8eO4MCBLPLyCgkODubbb79VnFoFhV6iOLYDlMWLF/P444+zePFiJk2ahMViOaX+Wlo6IipBQQM/lXzTJgOFhVqWLzexfLkFtRpSU1OIiXHxxz/Wcu21zRQXa9i40YjHAw0NKr76ysKWLQY0GliwoJk336xg/Pj2AfHi7Q/OPruNlStLaGsT0GpF1F1UXJk1q5W5c1u4775ILJYKZs/+2XwsEe69N4LiYg3//a/vX2QuuaSFRYsC2LdPd1JKuMLAZ6BcW5GjdhKckoPDZkEXWk/+ivnU7B+tOLanCS310QgqF5bgcn+bMmiIStpLfWUSBzZdwajp/8NgPvUySSq1m8DwYioLRhKVMjA+avU1BoPI2We3sWaNkXvuaeizcdau3UBJSRklJWUIgsBVV13FokWL+qyKhYLC6Yz/atEoyKJSqfjLX/7C/v37eeutt065bNAxheWRI8/ho4+W+sDC7mlsbKaurh4Au72Vjz76nOLijpINa9Zs4Fe/erBz3Ztuuof77/8zr74ayEUXxXHXXZF8/72ZxEQnf/pTLW++WcHZZ7dyzz2RZGQkMW5cInfdFcmvfx3JX/8ahtXq4cUXqzh4MJ/XX69iwoQz16n9KQZD107tMf7970rOPruVX/wimuuvj+KHH4zs36/j669NnH9+HEuXWnn11UqGD/e94zlzpp2UFAfXXRfNt9+aaGpSDpiCd+gszVgiy9EY20AQcbYEULByLvU56bja9f42T+EUCAwvQvRoKMma4m9TBg1qjZO0cStQqdzs33gljjaTT/qNG7oJW2MEtWVpPulvMDB7to1160xUVHhfj7s7EhPjAXjrrbew2+189NFHilOroOAlinjUGUJNTQ3h4cfTkPfuXUt8fEyP2rpcrs6b7O7d+9FoNIwYMZTGxmaef/5VrrvuCjIyhvDZZ1/x8sv/5YcfOhzniy++ltjYaP7zn+dpaGgkOXkC7777f8yffyHffPM9//nPeyxe/BZqtZrFi7/E49Fx991Xc/bZdXzyiQqD4eRTc8MGA2vXmggPd3PVVU2dTpvZfGakGvcFbjcsWhTAa68FkZV1PO1p4sRW/vznOmbM6F6V2VtKS9VceWUMhw7p0es9/PGPdfz61w2yzri/mflo1+JR8gJNEr/7ek6qD4WlfCpS5UPxKNk2anDaTdTuHUVTfgpt1ZEIKhfhE7YTNnlrl2WBRJlzTZR6t5QTj5LI2Jf6XZDJ8JdsIyMeJSWeJCUq1dFGahwZISbJNnLjSIhhyezPvD3nUn5kPMOnfUxQeHG3bWTFo6TEuOSEtST2gdy+EaWEoCR+BxAlxJM83twLj37VbbMFsnfd1Wh0bYye8SFqjbRavqSw1M9+P7B+IY42C2POexdUUgehd4JXIHOtIS0sJbdvpNp8/2zPxKOO0dioYuTIJG66qZEnnqjtVVsp6uoaqK+v56uvVvLmmx9QUlJGamoq2dnZpxzEUFA4HemNH6pcQWcIYWFh1NbW8uqrrwLwzTerOpctWbKcVat+BKCmppaFC29j5869APznP++RnDyhc90//ekp/vWvNzr/Xr58JRUVVQDExERx9tkT8Xg63hL+3//7PffeexsAgYEBlJfvZ/78CwGYO/c8li59F/VRD2bhwnk0NFyE2x3KPfdUdunUAkyd2sYf/1jHHXc0EhAgYjaLilN7iqjVcNNNTWzaVMSPPxaxalUxmzYV8u23pX3q1ALExrrZsKGYbdsKuf32Rv7yl1BuvjkKj1LWVsFLtCY7UVM2k37Nhwy95Q3Cx++gevsEct+7EUfzqU3pUOh/dIaOaTQabf+XXBnsGMyNDDtrCfamcOorT726AkB85gbsTWHUlKT7pL+BTmCgh7vuauDll4O54YYoGhp69trs8Xg4fDgHu/34FB+Xy8X8+deTmjqRCRMu4C9/eZby8kpuueUWDh8+rDi1Cgo+QMl1OIMICQlhyJAhAPz5z3/nzjtvBGDRok9JSkpg9uwZ6PV6jEY9wtEvrtOnn8Xf//5nRFFEEATeeOOfmM0daU2BgVZ27DjuIJ911gTOOuu4Ezx58rjOfwuCgMHQdUpgS4vA228H8o9/BDNu3EEmTTL6dsMVeoQgwMiR/T/XVRBgyBAnf/tbLWef3cr110fz5JMhPPro4CoDpDDw0FlbiDprI0FDD5G3ZCFlq2aTeNnnyjSFQURs2nZKsqbQUJmEJajK3+YMOvSGFtQaB80NUYTFZp9yfwGh5QRH5lGSdRah8VlnxLX08MN1pKU5eOCBcB58MJw33qiUXX/v3oOcc86lnX+r1WrCwkKora3H5XIxceJEpk+fzqRJk7jyyisVh1ZBwYcoju0ZxnnnnYdGoyEiIqzTWV2y5J3O5Varhffff7Xz78zMNDIzj8+niYmJ8qk9DgfccEM0mzYZmDSpjPXrJ1NUtIigoED27TuE2WwiJSXRp2MqDFwuusjOX/5Sy2OPhXH++XamTGnzt0kKpwGG4Hpiz19J4ecLKPv+PGLO/QFBraQFDAYEQURnbKGhOpHY9G1nXNkZOWyN4RjMDV2mGIuiQGtzCIe2zkeldhKZsN9n40an7uLgxiuwNUacER8bBAEWLmzB44Ff/jKK+fNbmDfvxEoCHo+H6dPn8/vf382YMcNRq9W43R15+YGBgTidbhITE3nggQe46667/LEZCgpnBMoc2zOQGTNmsH79OgoKdhIQYPWrLS+8EMRTT4WydGkZ06a1UlNTS2hoyFFlwDtwOBwsXfouoiiyb99BRo4c1hlNVjg98Xjg3HPjCAvz8NlnZf425ySUObZejN+Pc2yl8Kihfv9wSlfNRqVzED1zDcHDDilzbBnYc2wRoaEqkQMbFmIOqmTopC8xmBvPyDm2ToeB/Rt/QXurFWtQBfVVKahUHU6riEBDdQIBIWUEhJVQkj2JNlsIACOmnjg/ucvxezjHFsDjUbHly3uIzdhKfObmLtqcPnNsf4oowg03RLFli4EtW4o6S+cBNDU1k5jYkaWWkpKIKIp8+OHrTJ8+n/DwcMrKBt6zTEFhsKDMsVWQ5fe//z2iCI888je/2tHYqOKll4K55ZZGpk3rmMsZFhba6bi+9dZLvPhih40HDmRxzjmXsWbNBgBqa+twOqWFMBQGLypVx1zqnBwt3X92U1DoOcEjDhAzazWedgM12yb62xyFHhIUUciocz7E7dRzYMMVeDxn5qtLQ3UitsZIXA4TrbZgLEFleDxaKgpHUVOagTW4nIbqRHJ3XYhOb2f42Z8yZuZ73Tq1vUUQPIiiCrfzzFIcFwR4/vlqmprUfPTRiUGBnwYJ8vIKyc8v4qmnXsTlchEREdHfpioonLEoqchnIPPnzyclJYUPP1yCTqfjhRee6HcbRBEeeigMp1PggQfqu1zHbDZ1zufNyEhl2bL3Ouft/ulPT1NQUMyKFR8B0NrahtFo6B/jFfqcCy+08dprQfzwg5FZs/pWwKq3SEUc5PIIJP3zAfx+7lXAthdRn8423kRspfrrQZS3rT4UBA8JV3yOqPFuHNljLbFQyhdTyUWdJH4XZGwW3FJGy0QyJaKsKpktFbz46iRpQg+yHQKCy0kZuZqDm6+gvSUIk8ULhVqVRCRV9myXaCN7rknsN7mIbTeJSLUVqWRtn49G28qwyUsJCC1FFMHeFI7JWoNwVKFYFAU8HjVq9U/C/cc2TyaSKnVsurJLECAqeQ9lORMJCCshJOZIj7dFKkNCcp/J9eeH5K3ISDdz5thYvNjK3Xc3nrBs+vTJrFu3BbPZjN1u58svvyMgIIBFixb1v6EKCmcoA/i1SqEv2bdvH2lpabzzzkdcf33/zvcoL1dz990RfPJJAC+9VEVkpEzu2lG0Wi0zZpyFXt/xhfjee2/nj3/8DQAVFVWkpEzojOb2ILteYYAzfXorY8a08dJLwf42ReE0IyAtF4Cyb8+ntTIC0SMomQGDALdLS2nuBFRqBzpDs7/N6VdEj0BjTUet01HTPyQgtBTocDDNgdWdTm3Hb+KJTm0f4HLoaanv0NvQmc6sYwGQluagpuZkD/2jj/6DwaDHZrPxzTff8H//93/U19czYsQIP1ipoHBmokRsz1BMJhOHDx9mxIgRLF++iqam5n6Zb2u3C1zy/9m77+goqreB49/dJJuQhHRCCIEQeu8dpHcEBEWkFwGliagIKggKioDSi4goIE1AQLrSe4dA6BBCTUhIQnrPzvtHXvdHEtI3uynP55w9J7tz595nZjK7++yduffNkoSEmLBgQQDvvBORrXqqVauk+9vCwpypUz+lVq1qAHz99WwePXrC2rVL9RKzMDyVCj755CWDBpXg6NEitGqVt3ptRf5lVfop7u9sx+9gGx6s7Q9A8dbHcGx42ciRibTERBXl9vnuRIU7UrXxdkzN4rN3SUE+EhttTWiwG1Z2/ty+8BZR4U6YmMaiNjH+LTjenu2JCnekessNhWLwqJTs7LT4+5ty+bI5desmTUN1+/Y9li9fTWxsHA4ODrRv356OHTsaOVIhCh/psS3E1Go13333HQBLl/5mkDZPny7Cgwcatm9/xuDBYXqp087OltGjh2JvbwdA48b1aNWqGQCRkVG0avUWZ85c1EtbwnDefDOShg2jmTLFicSMO/WFyDTrMo8pP2wNpXr+DUBciK2RIxLpeXyrOTFRttRonvEgSAVBTJQtF4+8z53L3bh8eDhR4U5UbfQX9dutxMLIPaTxsRYEPquIe9VT2DgVzgGRRowIpVatWDp3duP994uzfn0wTZt2Y+3azdjb23P58mWZwkcII5Ezr5Dr0aMHGo0ZW7bsNEh7Dg5JGcqkScXQ5tJsG127tmfYsH4AhIdHUK1aJVxcigGwZs2fTJ36Q+40LPRKpYLvvgvkxg1zNmww7ujdouBRqRVsyj/AtvoNwu5UJDFWY+yQxGskxGsIDSqJQ3EfitqnP39oQfH4bhNMzWKp12oVruUu4F75BA4uDzAzN/6VKy/9y2Dj+BSHEjmfEze/srBQ2Lr1GVOnBuHlZc7YsQ1RlB9ZuXIlQUFBuLvLFIVCGIsktoWcWq2mefM38PF5TPPmb+Lv/yJX26tTJ5Z58wI4e7YIb7xRismTnYiNzb32XFycWbp0Nh4eSR80sbFxxMQkNZiYmMj48V/h5XUz9wIQOVK/fizvvBPOd985Eh4u0zwJ/XNucQolwYSnO7qiTUhnJCdhcLFRRbl5ticJcUVwq3De2OEYTHysJaamsWgsIilb/SilKr1mSh0jefG4GqDC3DIyw7IFmY2NwtixIezceQkbm66o1b/zzjvvGDssIQo9SWwF+/bto0ePHty4cYdq1d5g7tzcuzdVpYKhQ8NYteo5FSvGsXq1DRUrRtG2bS/CwnL/EquRIwcyd+40APz9X3DlihdRUTEAHD16ijVr/pTBp/KYr78OIjRUzaJFMpCU0D+zopGU6rWTqCdu+O7pKANJ5REBj6px5dAQYiLtqNp4G5Y22RgFOR+Kj7MgLKQEURFOvHxRxtjhJBMXY0nIC3eKud0ydihGpdVqGT/+K+rVa0eVKk0JC9vLpEldsbOzM3ZoQhR6MniUQKPRsGPHDo4ePcrbb7/N998v4Pbte6xatSDX2uzVK4JevSK4eNGc9u3nc/myF+7udenRoxMLFnyHnV36EzDrg6urC8eP/+8S7FOnznPq1HkGD+4DwO+/b6Rdu5aUKuWa67GItJUqlcDo0SEsWmRPx46R1K+fi138mZFGx3G6+VBanc15IIlKc9qS9KbsSGsfGGi6nzTry0anvqICS4+nuHbfx7Pt3bCu8ADb6rezXtF/9aURd1rTqaR3R0ZaM6Ao6ayU1jradKZTSWsWmPSm9EnrWKvT+59OY1nKfRPkW557lzvjXOoGZWscwtQsNtW66cxelHbzae2C9KbhSaMTX5XOnDbZOg/+f1lIcCkS4ixxcLmHg+u9dKfoyfKvMNn51eaVjQkPcgVFjb3Lg6Tjkdb0Selc+KCksa+zdb6nt0ou/kJ1+/Z91q7dDEDDhg1ZsGABTZo0ybX2hBCZJz22QqdVq1ZcvXoVU1NTrl0zzOW59evHcv58X93zv//eT7lyDejY8V1++mk52ty6Efc1vvpqAjt3/gFAQEAgU6bM4tq1GwDcuXOfixc9pTf3FVqtlg0b/gIgISGBIUPGcerUOQDOnbvM8OETiI5O6g1fuXIdixat1K378cdTOHkyqez167eZMGGqrsf+zz//Ztmy33VlZ8yYR6NGB6hVK5b27UvRsGEoe/c+N8g2isLDpvJ9ila6R+DphsYOpVCLibTl7uXOOJa4S4W6+5KS2kLEvrgPRf5/jl612nCff5mh/H/2aZIHRmY2Jlvbomg0ZgCcOXNGkloh8hBJbIXOkiVLKFWqFAkJCZQqVdJg7VaoUJaNG1fonmu1Wi5c8GTmzHmUKlXbYANbAZiaJl3E4OzsxP3752nfviWQ1Hv7wQef6cpdvOhJbG7eHJwPBAe/ZN68nzlx4iyKohAeHkF8fNL8ibGxscnu1w4MDEr2/Pbt+4SEJE1uHxoaxpUrXiT+/9DH3t4+yX5YOXr0FC9e+LB16zNGj77M48dOfPhhY86ftzDEZopCxNLtGfEhtsQGOhg7lELr+cOaqNSJVKi7P93OyoLq2f0GREc4UtQu7/14Z2GZ9J4dFmy47wd5zc6d/1C9egvi4uIpW7asjH4sRB6jUjLRBRUWFoatrS2hoaHY2OT+JaLCOO7du0fFihUB8Pe/gUZj2FFCixevSmKilsTERKZPn46trS1ffPEFMTEx1KpVjT//XEnx4sVSrffkiS9RUVFUqlQ+12JLTEzk2TM/Spd24+XLECpUaMyPP05nyJD3CA5+iYmJKba2hWvk3piYWPbvP0yjRnUpUaK4wdoNC1Px3nuuXLumYdu2azRsaNj93nLartcvyEZnfnYup9Q3uRT5f39r40zxWdMPFHDvvwVTq9ePQpvucUujk02d1pRV6V1WnNay9NZJox1VOuuoEl7/ukl82huqTmOZSVw67SS+fp1X9+elg0OxcfClQt1/kl5I4ytKts4dPZ5v6bWf3UuR42OLcO6f0ZQsd5EyVY8lJfb6vBQ5G5RXLjdWFLh6dAAai0iqNtme5mXF2nRucsvOpcjZeY9Ia9nBH7unvVIm9Ow5hKNHTzF//nw++ugjSWyFMICs5KFyRgqdChUq0Lp1a9RqtcGT2oSEBFQqFU5OTiiKwrRp0/j4448JCgqic+fOXL16g2rV3mDWrIXJ1gsKCqZ+/XY0btyZihUbM336HCIiIvQen4mJCaVLuwFJ8+YeO/Y3PXp0AmD58tU0atRRd9m0IQbBygssLMx5663OBk1qIWk0ys2bfdFq/endWy1z3Aq9UWsScOu1i8QYCx790Ye4EPkh15BCXpQiOsIRp5J3jB2K8Shqili9zJO91SoVFC9zjcR4DQnxZsYOx+Di4uJ4/jwAgODgYElqhciD5KwUyTg5OaHVatm//7BB250yZRaxsXF8++23yV63tLRk7969HDlyBDs7O+bMWUKZMnWZNOlbfvnlD955533i4uKpVasWUVHRLFy4kjJl6jN9+pxci1WlUlGtWiXs7e0AGDLkPZYtm41arSY2NpYaNVqyZs2fQFJPb0G9LzcyMop167bw7Jmfwdu2tlb4/vt7hIfX5NtvHWUkW6E35o4vKTPwTxRFJcmtAcVE2uJ9tT3Wds+xc35o7HCMws+nDgCq9LrXjczKJpCwoFLERtkaOxSDGz16Erdv3wNg5MiRRo5GCPE6ktiKZBYsWIC5uTkDBozm2LHTBmv3xIlzmJtr0vywaNWqFQEBAXz22WcoiopffvmDSZO+xdPzOhUrVsTT05OIiEi2bNmCk5MTCxeu5O23hxkk9pIlS9CmzRu653PmTKNFi8YArFq1nmbN3iQhIY1r/fKxkJBQxo37kps37xql/SFDSvLNN0EsWmRPu3ZhBAXFGKZhVRoPdTqPNNZR1Hp+mOjvoTVN52GWxsP89Y9Ei7Qfaa2j1aT9SDRP46FJ+5HWtrzueGkcQykz+E9UJok8+7sLilad/Nhl4/9Da/L6R7rHIK11TNN+pHls0jmeadaVTgyoVK9/pLdrtMprHygKPjdaoE00pWLdPahIeg1FQaXw2ke2ZOc8NFG99pFolvYjrXUUddqP2BhrHt9pRnH3aziXvpmp/ZnlzU9jX6b3SCkuOunWD02RCBQVr3/o+30trXbSeeSGatUq507FQgi9kcRWJOPq6sqRI0dQq9X07DmErVvTuJ9Qz0JDw7C0tEq3jFqtZu7cuYSGhnLixAn27NnDixcvuHPnf5etvfPOO/j6+lK5cmWOHDmR22GnYm5uTp8+PfDwcAegdu0a9O//NqampiiKQrt2b/PXX7sNHlducHV1ITDwNu3atTBaDOPGhTB58jkuX65GnToVmTbNkaAgeVsTOWdqHUXJnnuIee7MixONjR1OgRf6ojTOpb2wLBps7FAMLjrCDl/vegA4ut5Dle6cScYVE2mLiVkMZhoD/ZCYh/z99z4AJk+ejJubm5GjEUK8jnwDFKk0adKEq1evUqRIEUaM+IRNm7bnepvh4RFZGpisefPmdOnSBScnp1TL1Go1jRs3RlFgz56D+gwzyxo2rMOYMUk9xzExsTRp0gA3t6R5cffuPciwYeOJi0sabeXuXW/d/TvR0TF4ed0kMjIKgOfPA7hx438J/K1b93jyxFdX7+XL13T39j5/HsCVK166sjdv3uXBg0dA0j1CZ89e4uXLEF3Zs2cv6creuHGHO3fuA0n3PZ88eY4XL4J0ZY8fP6O7l/j69dv4+vqjMvLNYJMmOXLgwHUGD45k9WobatSw5ddfHxk1JlEwFHH1x6HBFV5eroU2IZ3JOUWOKVqTQje1D8DzhzW4dHAYzx/WpmSF89g7+xg7pHTFRNphYRVi7DAMaunS33BxqcbVqzfo1KkTs2bNMnZIQog0SGIrXqtKlSrcu3cPKysrxo79Qpfs5JaYmBgcHPQ3xUbXrl1RqVQMGDAKV9catGjRnWHDxrNo0UouXvQ06Py4/ylSxIIZMybTqFFdABRFQaPR6Abq6tv3A37+eQ0ADx48okWLHty6lXSZ75o1f9K79/u6ukaM+ITFi38F4Plzf9q2fZurV5Pm3N2yZSc9ew7Rlf344ynMm7ccgJcvQ+nc+T3OnbsMwJ49B+jefaCu7JQp3zN79hIgKbnu1m0AJ06cBeDIkZP06DFINy3Pd9/NZ8yYSboE25jq17dlxowg/v33JmZmj5g0qTU//mgvA0uJHLOrfR1tjAURd8sZO5QCKSHOnMd3GpOYqMG8SOEYeO8/Qb7lue/ZkRIeV2nYeRke1Y7nyUGjXlUYE9szZy4QG5v0A/Sff/5p5GiEEOmR6X5Eui5cuECjRo2wtS3KrVunsLDInblDHRwq0qFDB/bv36+3OsPCwvjuu+/YuHEj/v7PiYv736Ty5uYaGjasw/DhA+nevaPe2syJ69dvY2dni5tbCaKiorlz5z4VK5bDysqS588DCAp6SbVqlYCk3l0rK0tKlixBbGws9+75UKZMKaytrQgMDCIwMJjKlSsA8PDhYzQaDa6uLiQkJODt/RBXVxeKFrUmJCSUFy+CqFChLADPnvlhYmKCi4szWq2Whw+fUKyYI0WLWhMeHkFQUDDu7qVQqVQEBASiKMprp2Aypvh4hR9/dGTuXHvKlbvHtm3RlCqV/mXuWdFyejYuzzfUlYXZme5Gj1NpKGl0amZn6p707pNLt760mknjt6x079f8/2UP1/RBZZaAe7+/0q3r1XUy+3q60/BkI+Y010nnRx51GkMAqOPSbsg0jc5Vk9j0pghKHdyTu414dLs5TiXuUqn+blQpNs4QU2Kle09mGplmeutkJmatVs3lQ0MpYhVC1SZ/ZS+hzeKoednZl9oU0/NcP9kbU00MlRvuQmuaxnQ/6QyYnK3pftJ6j8jG+0pWp/uJiYkhISGBHj0GcfmyF0uXLmX06NFZqkMIkTNZyUMlsRUZWrhwIR9//DF9+/Zi2bLZeq8/IiKCUqXqMGTIEH7//Xe91/+fmJgYTpw4wcGDB9mwYQNPnz4FYPTooXz33Ze51q4wjr/+imHECDdcXRPZty+cUqX0M4CXJLaFL7ENu12eZ9u6UbrfVqzKPJHEFv0ltg+8WhPkV5H67Ve8NrkriIltfJwFD661IfBZJWq3/gMrm8CMg3xtEIZPbO9faU/ESxdqt/mjUCS2rVv3xNPzOgDOzsV48uSpwadDFKKwk8RW6J2dnR3m5mbcuXNG73WHhITh4VGPli1bcvToUb3Xn5bAwEBcXFwoV86dc+f+MVi7wnDOn49mxIjKxMWpWLHiNi1a5M4VByJ9zb9P+8eANBOEdJONLNaVQ4oCj/7ogzbBBI+hG9K/hyeriW06n8Anv+yWyQjzr8OHi/D22yU5fvwxNWrEGTscg+jZ05WjRy1ZssSf/v3z1+XXixfbMXu2Az4+DzArBFPZOjlVJjExkYoVK3Lo0CEZNEoII8hKHir32IpMcXR0JDo6OlfqtrOzoUaNKhw7dowLFy7kShuv4+7uTmJiYq5dXi2Mr2HDIhw48BQrq5f06FGG1atDjR2SyIdUKnBuc5xY/+KE3ZApP/TpyZOk7Cg+Po/fXKpHPj5mjB//Mt8ltQCtW0cRGalm48bC0cmhUqmoVasWd+7ckaRWiHxAEluRKba2tsTE5N6IlX/8sRS1Wk2nTp0MNufrf4n6hg0/G6Q9YRzOzons2/ecKlWe8tlndfn1V5usXsEnBJZufhStdI+AY81khGQ9iYuDzz8vRo8eEdSpU3hGRI6NVWFpafgBDPWhevU4evYMZ84ce2IL+CHz8XlEQkICGo3GKANOCiGyThJbkSlt27YlPj6BWrVa5coouO7upfjqq48JDg5m2rRpeq//dapXr45GY0bJkiUM0p4wnmLFinDihCnDh4cycaIzNWr48exZ7lyBIAou51YnSYiwIvhiHWOHUiDExalQqRTu3DHjr7+sC80PTjExKszN8+/GTp4cjJ+fKX/8UbB7bf+beeDChQtcunQpg9JCiLxAEluRKXPnzmXUqFE8fvyMOnXa8Ouv6/TexiefjEKjMWPLli16r/t1EhISUKnkFCgsTEzghx8CGT/+AP7+dejcuTLnzsll6CLzNA4h2Ne5RuCZBiREy/9OTllbK/z1ly/FiiUyYoQL+/bpb/TyvCoiQkVYmBoHh/w7F1nFivGMGRPCggX2xMQU3EvIt2z539gAtWrVMmIkQojMkm/1ItOWLVvGiRMnsLS0ZOLEb+jX70O9t1G9emW8vb0Ncjmyr68vTk76mztX5A/Tp3tw6VIgJUok0LWrKx073sfXNz7jFYUAnJqfA1QEnmxs7FAKhGbNYli6NACAJ09MjRxN7lu71gatVkX9+vn7Ot5Bg8Lw9TVlw4aixg4l1/x3u5JarZaRkIXIJySxFVnSvHlzAgICqFy5Mvv2HSIsTL+DX7z7bg+0Wi2bNm3Sa72vEx8fTyYGBRcFUOnSCezZ84x27U5x4UJLGjasyPTpjjx9apj7u0X+ZWoZjVOT8wRfrkXEw1LGDqdAuHAhqff7119t6dbNlV9+saUg3tKoKPDDDw68+24YVark7xGgy5eP5623Ili0yN7YoeQac3NzICmxFULkD3K2iiyzsLBgypQpAGze/Lde637zzQ4AnDmj/2mFUmrZsiW+vs9z5Z5hkfeZmsKmTSW4efMZw4eHsXKlDTVrFmf69JcF8ku1MakT0nnEp/GIy/rDJJ1HWu2rEtN5aF//cGx4Casyj3n2d1fiQjPZY6V6/UNJ51FYdOsWwfTpgTRrFk3RolomTSrGF184GTssvXv48BGRkQEEB281dih68cYb0ZQrF1dg3y/Ll/cAoHfv3kaORAiRWZLYimxp3DjpMrxHj57qtd6SJUugUqm4e/euXut9nZkzZwIwZsznud6WyLtcXGD69CCOHfOiQoUbLFzYgMGDXYiXq5NFGlRqhZLd96HWxPF0eze53zaHzMxg/PgQFix4wYYNz/nhhxf88osdR44UMXZoejV+/Fdota4cPPg+K1asMXY4OZKQAJs2FcXf35SC2qE5d+50AMLD89+0TEIUVgX07UjktuLFiwMQEqL/eUHt7e04ffp0rg+vX7duXZo1a8aJE+fy/ZcMkXPly1tz7pwL69f7sX+/JZ06BRg7JJGHmRaJwa3nLuKC7bi//H38jzVDGy/TAOnDiBGhNGoUzezZBWcMhISEBE6fvki5cuWwtLRkzpwlWVr/4MFj7Nz5DzNnzqdmzZZ4e/vkUqSZs3ixHRcvWvDTTy+MGkduatiwDvb2dly8eNHYoQghMkkSW5Et1tbWqFQq7t/X/4fr6NFDiYqKYtmyZXqvO6WDBw9ia2vLl19+j4/Po1xvT+R9XbpE0qPHv1y+3JTjx+UebJG2Ii4vKP/h79jXvUrwhbo8+vNtEmPMjR1WvqdWQ/fuEZw7V4Rr1wrGoD07d+4nMTGR0aNH07Bhwyz9KHznzn169x7O4MFj+emnZTx54sv48VPSLL9nz0F6936fTz+dxoQJU+nffxTLl/9OTEyMPjaF+HhYscKOwYPDaNRIP3XmVWXLlubFi4KbvAtR0EhiK7LN2dmZO3fu673eUaMGA3D58mW9152ShYUFBw8eRKvV0rev/kd5FvnTsmUe1KgRzddflyqw948J/TC1jKZ4q5O499tC7AtHXpxsYuyQCoRBg8Kwttby99/Wxg4lFR+fR2zbtht//8wnPH/9tQeAYcOGAaDVKplef8mSVQDUrl0bCwsLTExMCAgITFYmKiqKJUtWUa5cAwYMGMXBg8f57bcNrF69ib17D/Lll99TokQNzp7N+Xys//xjhb+/KUOH6v+Krbymfv3aJCYmcufOHWOHIoTIhII/tr7INY0bN+bvv/+mbNn69O//Dt9887leRg/08/MHoFixYjmuKzPq169Pz5492b59Oxs2bKNfv14GaVfkXRqNCbNnB9GlixvLlr1k7NiCO/Kn0A9L1+c41L1K0IV6aBNM0NiGYVfrOqaW0cYOLV/SaiEiQo2TU/bne926dRdLlqzCwcGe2rWr079/L8qV88j0+lFRUVhYWBAVFcXOnf+yd+8BTp48T2homK6Mq2tx+vd/B1tbG4KCXhISEkpISKhuxoCSJUtgZmbG0aOnsbe3x87Ojl69enH06FGqVGnGnj0baNKkvq6+9eu3MnPmfKpUqci2bb8za9ZC1q1LGmzK09NTV87X9zk1a7YkNDScqKho3RR55ubmdOnShb179752m+bMWcK2bb9neh+8zpo1NtSrF0ONGvl7ZOfMaN++FStWrGX79u1MnjzZ2OEIITKgUjIx30lYWBi2traEhoZiY2NjiLhEPhATE8O4ceP4888/CQ8Pp3PntmzY8HOO6z1+/Aw9egzip59+4pNPPtFDpBmLiYnB3t4etVqFj89FmbNOAFCuXCgxMUV58kRdYAdIMYRWU3dleZ1sjQqczjHSprUsvXXSumU2jdi08Sb4H25J1DNX4kLsMLOOoOywP1CbZi85OzW5W7bWKwi0WmjUqDQhIWpu3XqIaSZ+ho/9/wHfzM3gl1/+YNKkb1Gpkg7Wf191Zs36ig8/HJJuPTExMTRp0oWHD5+gUiVN0/MfJycnOnbsSKtWrdizZw/79u0jNjb1nLQp2wX46KOPWLhwIQCbN2+mb9++2NnZ4O19AYCZM+fz00//uwXHzc2VZ8/8XjstnampKVZWVtjZ2eHs7Iybmxs9evSgf//+REREULVqVfz8/FKt16tXV3766Vvs7FJ/l9NqtURERGJjk/ZI348fm1K7tjsLFwYwcGDBH1QpISGBYsWq0Llz5zR/LBBC5K6s5KHyVU1km4WFBStXriQsLIyqVauyf/9hvdTr55c0aE+JEiX0Ul9mWFhYMG/ePKKiopk1a6HB2hV525w5KqKiKrJ/v5WxQxH5gNoskRIdD1Nu2Drcuu0l7qU9CeF571La/ECthm+/DSQw0JTvvnPMsHxcAvi8UOPzQs3u3f8yadK32Nvb4+vrS0JCAidPnsTe3p4vvviOpk278P33C157KXBMTAwNGnTk4cMndOzYkRYtWtKrVy9+/fVXXr58yYsXL1i3bh3Dhw9n+/btrFmzBmtra9q1a8cff/zBy5cvSUxMRKvVsnz5cpycnHQ/lC5ZsoRvvvkGW1tb+vTpg1arJTg4hCZNulC9eotkSS1ASEgY9erVY/HixXTp0oXZs2dz4sQJYmNjiY+PJyQkhIcPH3L+/Hm2bdvG4MGDMTU1xc7ODl9fXxRFITw8nJUrV9K5c2esrKzYtm0PZcvWo1GjTqxe/SdarZZHj55Qt25bHB0r4e5el0ePnqS5nzdssMHKSqFnz4gsHtH8ydTUlKJFrbl+/bqxQxFCZIL02Aq9GDNmDMuWLeP69eOULJmzhHTt2j8ZP34K69ato3///nqKMHOsrKywtrbkzp3cn0dX5A/durkSGqri6NGnqNWFaHJRPSosPbaveranAxEPylBx9K+oTLJ3o3Zh7rGFpF7bCROKsXatLYMHh/LVV8EUK/b63u/nISpehKuxt0ykWd26REfH8Pz5cxwc/jeyclhYGO3atePKlcskJCTVo9FoaNmyCb16dWXv3kP8++8RYmPjmDhxInPmzAGSLkm2tLR8bbvvvvsuW7Zs0T2fM2cOEydOBECtVqfqbTU3N0/Vw6vRaLC0tKRKlSocPnyYK1euUKVKFezs7LK2wzJh7969zJw5k/Pnz5OYmIi5uQZzc3PdpdNJ9+/efO1tRYoCdeq488Yb0SxeXHhGje/efQAnTpzD398fZ2dnY4cjRKEjPbbC4KpXrw7AlSteOa6ra9f2AGzYsCHHdWW97a4EBARy82buz6Mr8ofhwx/g5VWEH37Q/0BpomBKiLAk9EYVijU9n+2kViT12n7/fSBjx75kxw5r3nuvBJs2FeU1V/7iYK1QximRXxbNJSwsnPHjxydLagFsbGw4ffo0EyZ8Qr169QCIi4vjwIFjjBr1Obt2/YOjoxPLli1jzpw5XL58GZVKhZWVFXFxr7+fdPPmzWzbto2mTZvi5uZG69atdcu8vb1ZuXIly5Yt448//iAyMpKTJ0+yadMmrly5QmRkJIqiEBsby8uXLzl9+jQWFhY0adIkV5JagC5dunD69GmioqKYM2cOGk1SUmv6/9d6a7XaNKfau3PHjEePzHjrrZz11mq12jT3Z170xRcfA/DVV18ZNxAhRIYksRV6UbduXQBu3Mj5yIGOjg6UK1eGffv2ce/evRzXlxUzZswAYNWq9QZtV+Rd3bqZY28fysOHmR90RhRuCZFWoKjROAQbO5R8z8pKYcaMINaseY6fnymjRzvToYMb4eH/6zaPj4eXQSZYmYOtTdKl3z/99BPvvfcePj5JU9L5+PiwcOFCihUrxty5c7l0KfnowB9//DHHjx9n4sSJlC1blqlTp+qSXyDVuAuHDh3SJWc9e/bk1KlTPHnyhPr1/zcQlIeHB8OHD2fUqFEMGDAAS0tL6tevT58+fahdu3aavcCGoNFomDhxIoGBgfz8888MHDgQ4LX386Zkbp61adB++mk5HTv2oVq1NyhRojqOjpVwcanO228Py9LI0sbSpEl9rKys+Oeff4wdihAiAzIqstCLiIikX3D1NejSunXLaNKkC+3bt+fu3bsGG8ypUqVKqNXqXJnGSORParUKe/silChRHAgydjgiH9A4BmPuHMDzg60oN3wtqjx0BbtWq9XL6PWG1rJlNDdvPuTqVXO6dStJjRplqFAhnuBgNY8emZGYqEKjUahZ8zt+/bUL33wzmD///JM///wTtVqt64U0MTFhxoyk0W2nTv0BtVrN5MmTeeutt2jRooVurlczMzNd2+3atUsWi1arpV27dpiYmOhGI86vNBoNH3zwASNGjODevXucPHmSWrVacfz4Thwdk/d4ly6dQMmS8UyZ4sjevc+wtMw4we3d+30OHjyOWq3G1tYWD4+yVKhQgfv373P48AmqVGlGx46tWLLkh1Tt5SXVqlXiwoUr+fb8EaKwkLNT6MXJkyeBpOvg9aFy5Qq8/35/Hj16RKlSpXj+/Lle6s0MGxsbrl+/leblWKLwUaniuHQp9QijInPUcek84l//MInL+iOtutTxoE58/QNt2g+V8vpHhttrmohzi1PEBTsSF/T/X9ZV2Xjo2fHjZyhWrAqOjpXYs+eg/hswgFq1Ytm37yljx4ZQoUIcnTtHMnfuC9at82PGjECio1WMHt2GsmXvMnjwLerWnUuFChPo2nUWM2Zs5M6dK4wd+z7btyfNKzt16lRmzJhBv379iIuLY+bML4Ck3tYXL14wffp05s+fnyyG/xKbxMREXY9wfqdWqzlx4gSff/45vr7+VK/ekh079iUrY2mpsHGjH7dva1i1yjZT9R4+fJLy5csTHx9PcHAwN2/e5O+//+bGjRucPHmSSpUqsX//ESpWbMzAgaMJCdHPdwh969SpDYqisGtX1scLEEIYjgweJfTi0KFDdO3aldjYWPbt20TjxvUyXikT5s5dyvffL6BIkSLcvn2b0qVL66Xe9Hz55ZfMmjWL3r2788svP+V6eyLv6979LidPtubu3Sc4OeWt3wO9vEKBYlSpEpepKVGMoc2kdL4M6jGBU9Ia7AnQprFv0hwgClDSWEfJxL+ANt6E2wvG4NLuKA51rmVrO09N0t/gUVqtlnLlGhISEgpAp06t2bjxF73Vn1dER6v47TdbTp4swrlzFrx8mfoA9+4dzpw596hduzWhoWG6Ht169Wpx8OBW+vYdyf79R9i1axdvvvnma9uxt7cnJCSE1atXM3jw4NzeLIPauHEjQ4cOJTY2lhYtGrNly6pkV0316+dCSIgJe/c+S7XulStefPrpNB48eEhUVAzx8fGUL18+3duKjh8/zvDhw7l37x7W1lZ4eR1/7XRExvTiRSAVKzahd+/ebN682djhCFGoyOBRwuDatm3Lw4cPAfj669l6q3fixDH8/vsioqOjeeutt4iKitJb3WmZOXMm1apVY8uWneze/W+utyfyvoUL3TEzM2fVqoynHTGkceMe0KJFPVq0KE2tWu6MGPGSVasC8fMzIa2fLKOjVfj45NEMuABRmyViZhNOfEjmerZy24QJUwkJCdX1No4cOcig7fv7v2DGjHm0aNGdrVtzr9erSBGFMWNC2LjRjwcPfHj+/D737z/gypWHdOgQCcCjR6bY2dlw7dpRPv10NHXq1KBevVr89lvSVG/NmzcGICgo7VsPwsOTRhGuWLFirm2LsfTt25fHjx8DcPz4WQYMGJ1suYkJmJklf4O5csWLZs3epE2bXnh6XsfGxo4aNWrQoEED1q5dm257LVq04O7du6xYsYKIiEhatOiW566YKlbMCWtrK06fPm3sUIQQ6ZAeW6FXtWvX5tq1azx4cFGvv7i++WZ/Tp06j6mpKf3792fZsmW5OvBGREQE9vb2ODjYydQ/AoBvvnFk6VJb1q07T4cOTkaJ4dkzE7ZuDeTKlTAiIhpz6JAVdepcYto0ZzZtsmbTJjMgafAcc/ME4uMDKV26KA4OJgQGPic8PIHo6LLExKgpXvw6PXq4MW5cCG5uuXufYGHssQV4uPFtTC2jceuxVy89tjExMaxbtxVzc3Pefrtrlt4DPTzq63pra9WqhptbCZ4+9SM+Pp74+AQSExOIj08kKiqK8PBI1Go1RYtaUbt2dQYPfo/Ondtk695CrVbL8OET2L59r+41tVrNrFlTcHZ2omLFclStapjksHp1d1q2jGbhwoBUVzcEB4cwaNAYbt68y8uXIQBs3bqVt99+O1U9Wq0WE5Okf5zo6GgsLCxyO3SDu3z5crLBs/z9b+h6bTt2LImJSTQODoPx9LyEoij4+j5HpVLRpk0bfvvtt2xfXfXpp58yb948mjVryO7deWsQx86d3+PcucuEhYVhbS3zUwthKFnJQyWxFXr1zz//0KlTJywti7B27VLatn1Db3Xv2LGPL7/8Dj8/f8zNzbl06RLVqlXTW/0p/Tc378yZXzBmzLBca0fkD7GxULasGhOTOLy9TXllbBmDOHXKgr59SxAeboJKFUH9+iYMGhTGe++F676kJyRo8fYGb29rrlyJ5Ny5e1SuXI/YWAvu3XtGdPRLmjevypEjYTx8GEKRItWIj1dx9OhDypTJ2kinWVFYE1vf/W2JelqS8sPXZjuxPX36PN988xNt2jRn7drN+PomjTfQuXNbNmz4OVP1REVFMW3aXH79dV2y1zUaDWq1GhMTNWq1CSYmJlhYWODs7Ex8fDwBAQG6XksTExOqVKnA3LnTs3SrybvvDufAgWNUqVKFxYsXY29vT4MGDZL1yM2e/TUjRw7MdJ3Z1aJFKUqVimf9+uRjNjx69IT69duTkJCIi4sL9erVY9q0aTRo0OC19RQpUoSYmBg6derEvn37XlsmvwsMDKRYsWK650OGvIeX102Cg0Pw9+9DVNQEoDwWFlrdgFtffPEF33//fY7b7tSpE//88w/DhvXjp5++yXF9+rJnz0EGDBjF2LFjWbx4sbHDEaLQkMRWGNWaNWsYMWIE8fHxNGvWkDVrFut1tMNt23YzYsSnmJubc+vWLdzd3fVW96sSEhJwcnIiLCyM7dtX07Jl01xpR+Qf27YFMHJkE4YMCWXu3ECDjXY7c+Z95s9vwxtvJLBs2TNcXJJGa86ply/V1K3rgFb7iDt3LLGwyJ0NKqyJbdid8jzd0Q3HRhewLPWMIiX8MbXK/O0UpyZ1o3Pn9zh79n9T0wwZMoQtW7Zgb2+Ll9ex166n1Wr57bcNLFv2Ow8fPkk2hYuZmRkjRoxg1qxZmfo8DwkJYenSpWzZsoVr166hKArly3swbdpndOnSLsNeXGfnqsTHx+Pn58f27dvZv38/9erVo3LlykRGRjJhwgTCw8M5cWJXrvfcbtpUlFGjijN27EumTQvC1BSGD5/AX3/tBsjUKMebN2+mT58+AMTHx+vmfy2IOnTowIEDB3TPTUxMdD+CODiUwtc3+X2z169f18uPzVqtlkqVKnH//n3mzp3G8OEDclynvnh41CchIVF3KboQIvdJYiuMLiAggB49enD27FlMTEz44INBzJgxWW/D5O/e/S+DBo2lSJEi7Nu3jxYtWqQqc/HiRTw9PXnzzTdxcXHJVjve3t5UrVoVRdFy5sxeypWTuUwLuzVrbPj4Y2caNz7D+vW2ODjk7lRUEREqKld2wdb2FufOWWNtrd8v0itW+LB8hQdWlqX4ebk/NWrE6ZZpFdBD/kybLwwzkujhWfobbEkfYmPhq6+c+PtvawIDk46bm1s8bdpEMWxYGLVqxWZYx8cfT2HNmj/54osvKF68OH369MHV1ZUqVSqybNlsEhISqFevFgB37txn+vQ5HD58kri4pKSrUaNGVKhQAXd3d8qWLcu7776b7UtnAwICeP/999mzZw+KomBqakqJEsVxcnLAxcWZkiVLULZsaSpUKEu5cmU4efI8s2cv5tkzP8zMzIiPj9fV5ejoyPr16ylevDj16tXD2tqKy5cP6n4EDQoKJiQkVK/vuYoCP/9sy9SpTjRrFs2PP16jYcMmAEyYMIEvv/wSJ6f0bzO4du0aw4cPZ8uWLbn2o2peodVq2b59Ow8fPqRXr15ERkZSo0aNVOWWLVvGqFGj9Np2REQEpUqVIjQ0lB071tCiRRO91p9dM2bMY9685fz2228MHTrU2OEIUShIYivyjEOHDtG/f3/8/f2xtS3KmjVL9NbzuXXrLkaNmkhCQiIfffQRCxcuTLbc2bkYL14EAjBlyhRmzJiRrXaOHj1KmzZtKFrUGh+fizKHneCTT57y++8tsLRUGDYsjMmTg7Gyyp1LeRcutOO77xy5ePERpUvnzr2w585rGD3GhYc+pjRpeoi/tpRBbaIiJgGK6uH2wcKa2P5HUeDJE1MuXzbn0iULtm+35tkzM8aMecmMGUHp9vxv3bqLESM+YenSpYwePZr+/fuzYcOGVOVcXYvj6+sPgLu7O+PGjWP8+PG50qMYFhbGggUL2LhxI76+vkRHRydLWlMqUqQINjY2+Pv74+5eiooVy3LgwDHKlCmDj48Py5cvZ/To0ahUKpydnahatRJHjiRNIffqvZ3Zcfr0ecaO/YI6dWrw/vv9aNq0IadOWdCvXwk8POJ58KAa0dGPWbduna4nVqRt7969rFy5kjt37rBw4ULat2+fa215e3tTpUoVAC5c+Ad391K51lZmxcXFUbJkLUqVKsWDBw+MHY4QhYIktiLP+e6775g+fToJCQkMGfIe8+dnL8lM6ckTX7p06cvTp75UrFiREydO4OzsDIClZRFsbIoCSSNyfvjhhyxfvjxb7UyfPp1vvvmGpUtn069fL73ELvK3S5ci2L+/NEuW2AHPWbbsHj17ltRrG/7+0dSt60HPnjEsWRKi17pfpdXCowAVn38aweH91SlXIYEff35OxTIJuNjlPGEv7IltSgkJsHKlLV9+WYzff/fjrbci0ywbERGBh0d9zMw0PH36lEuXLvHhhx+m+lJtbm5Oly5dmD17NhUqVMjtTXgtX19fvLy8uH37No8ePaJ27dq89dZb2NjYEBYWxvvvv8+2bdt099dOmDCBefPmAfDXX38xf/58bty4QUhIiK7OnCa2X3zxHT//vFr33MzMjEqVyvH221+yfHlfwsK0xMe/T2LiOpo1a8bx48flx8s85NChQ7Rv3x4bm6Jcv37MIIM2JWrBJJ1/gf79R7F370GuXr1KzZo1cz0eIQo7SWxFnuTr68sbb7zBgwcPsLS0pFq1SnTs2JoPPhiYow8rrVbLuHFfsGHDNiwtLbl27RrlypXD2tqaokWt8PI6Rp06bXn2zI/nz5/rEt+siIiIoGjRojK3rUjl3Lkw3nnHCkUpy/r1AbRsGa23uj/77AWrVtVn375LNG6c+yMxKwpcvGzG1CnFsLSMYeuWIL3cyyuJ7eu1bu2Gh0c8v/3mn2657dv3MmzYeDp06MBff/1F0aJFdcusrKxYsGABw4YNyxcJWUBAAJ988gk1a9bk888/f22ZuLg4Nm/ezMCBA2nSpD57927MdnthYeG0bfs29+/7AFC5cmXu3btHYmIib701GEVZwt9/W1O9+qdcvz6PEiVKMHDgQCZOnJjhZcnCMJYsWcK4ceOwsrJkx4411K9fO1fbCwhT4WyT9lfjx4+fUatWKxo2bMi5c+dyNRYhhMxjK/IoV1dXvL29+fzzz3F0dOTiRU9mzpxH2bIN2LZtd7brVavVLF06m1Wr5hMdHU2NGjUIDAyke/fuPH8ewJQpsxg3bjiKovDdd98RGBiY5TYsLS1RqVScP3+Za9duZjtWUfA0amTDzZumNGoUz1tvlaR+/RccOhSc5jyyWXHjRm3ato0xSFILoFJBg3rxdGh/hSOHHejdO4I8Np1kgVKpUhx+fhlfKtyjRyccHOz4999/ad68ue711atXExERwfDhw/NFUgvg7OzMunXr0kxqIWm05iZNmmBvb8+ZMxdzNDe6jU1RLlz4l/LlPbCysuTWrVuEhYXh4eHBjh1rGDXqJNWrR3L9+k84Ot7nxYvmzJkzh2LFiuHm5sagQUP48suvMhxUSuSesWPH8ttvvxETE0uHDu8yb172rrzKrJeRKiLTuf29dOmSNGxYl/Pnz3Pr1q1cjUUIkTX545NQFCizZ8/m8ePHJCQk8Mcff2BqasaIEZ9y8uTZHNXbq9eb/PrrPKKjo3WTwru7u7NixVpu3LgNwKJFiyhWrBjly5fL0hcVtVpN8+bNefToKS1b9mDkyE9zFKsoWIoWVfjzT18mT77Ow4fuvPNOQ6pUKUOnTrBgwYNsJbmhoWrOni1C165pX6aaWz75pDgffHCKI0dqM3iwC6GhBhr+uZBJTFRhks6ozJA0VU/jxp0JDg4B4OrVq0DSiLyDBw/O5QiNp3Llyrx8+RKAvXsPpls2KCiYAQNG4eFRn9Kl61C+fENGjvyUiIgIXRlf3+dYWloBST9UfvbZZwB06tSZ69dtsLLqS6lSliQkbKZ+/ce0aNGVly+D+eMPd2bNqk7Xrm/m0paKzBg6dCi3bt3C0dGRGTPm0a3bgFz7scHKXOFJkJr4xLTL/PzzHIACfQ4KkR9JYiuMRq1WM2DAAM6fP4+JiQk9egzizz//zlGdvXq9yciRA3n48CHvvvsuFy9exMHBgbVrN/PBB4NYtWo+7u6l8PZ+gKenZ6brDQwMpFGjRpQvXx61Ws2WLTvZvfvfHMUqChZTU5g0yYJHjyLYtMmXfv3CuHvXjG++6UDz5qVYv74oMTHpfFNK4dmzpK7SEycuZVAyd/zwQ3HWrfPjyBFzKlZUc+hQkFHiKMiePTPF2TntL+dXrnhRuXIz7t1Lfj/tkSNHCvQ0MwDFiv3vKgVf3+eMHj0Jb2+fVOW0Wi3Nm3djz56DmJlpKFbMGUh6j27cuAuQNBZDVFQ0PXr00K03evRoLly4wMcff0zfvn2IidmCp6crjo7D8PYuzqNH25k71wdT0+m4uobz77//0KxZd86cuZDr2y5er0KFCvj5+dGmTRtOnjxHpUpNU50b+uBorZCQCIHhaf+g5+HhTuPG9bhw4QI3btzQewxCiOyRxDYP02q1VKhQAbVaTcuWLY0dTq6pXr06V69epUgRSz788DPmzFmSo/pmz/6aWrWqsX37dtavX8+jR48oXbo0K1asZd++w8yZ8zUAp06dylR9N27coGTJkvz44488fPhQN/CJJLbidays1HTsGMXXXwdz/34cGzfeo1SpBMaOLU7p0masXx+bbg9uYqLCN9840qxZeSwtQ/n446zfE64vXbpEsW7dBSwsVAwc2IBTp7I3RLLW1DCP/CQ0VM21a+bUqPH6ax63b99L27ZvEx7+v15HR0dH7t69S6tWrQwUpfH4+vpx5coVevfujUZjzsaN26hfvwMlS9akdeuefP/9Aq5fv02vXkN4/jyAzz//nICAALy9vQkMDKRfv348e+bHsWOnmT17EQD9+/dP1kb9+vWZP38+GzZs4PHjxwwcOJDg4NVERFTHyiqeMWOKk5Cgolq199BonnL69E5athxrjN0h/p+pqSmHDh1i1qxZvHwZQpMmXfjjjy16baOIBtwcFews07/UZtmypEvkhwwZotf2hRDZJ4NH5WEXLlygYcOGuucPHjzAw6PgzqMaEBBAjRo1CAgIoF+/Xixdmv37qmJiYqhcuRlhYeF4enpStWpV6tWrx7Vr16hXrxaXLl2lb9++r502I6V3332XLVu2sGbNErp370i5cg0JDn5J+fIeXLggya3InF27nvPFF/Y8e1aNli2j+OSTe7RoYZWqXOvW3ly92oEpU4L58MMQLDP4cmUIkZEq+vUrwbVrZqxZc5EWLYplaf1WUw0zeNTRGfln8Kh9+yzp18+VnTuf8cYbqQcca9myB15et/jvI3r+/Pl8/PHHBo4y77h27Ro//fQTx48f5/Hjx7ofGAEaNGjA+fPnk5UPDg7GyclJt//c3Nx48uRJhu1s3bqV3r1707hxa86ePQxA8+ZRPHmyi0ePdmBjc5bQ0NQ9x8LwLly4QJs2bYiIiKB79478/vsig99r3qVLX86cuYiXlxfVq1c3aNtCFBYyeFQBUaVKFdRqNRqNBpUKunbtauyQcpWzszOPHj2icuXKbNiwjVGjJma7LgsLC/75508URWH+/PmYmppy5coV2rdvz6VLSfeoHThwIFN1XbhwAUtLS7p37whAs2YNAHjw4FGyL1dCpKdbNxe8vMzZuNGXhw8VevSoQfv2Zhw5UgRFSRqReP16azw9O9K5814++eRlnkhqAaysFNaseU5srB99+xbNeAWRoVatoqlWLZZhw4rz6682vDoN7Nmzl7hx4w7Ozs6sWLGCyMjIQp3UAtSsWZM1a9bg4+NDfHw8hw4d4uOPP2bXrl2cPZt6fAYHBwfmzp1LsWLF6NGjB1euXMlUO++88w7Nmzfn7Nn6gBZ4g5MnrXj06D0qV/bk2LHt+t0wkW0NGjTAz8+P2rVrs3PnP9Sr187gn8nLlyfdaztw4ECDtiuEeD1JbPMwa2trhg4dSlxcHBYWFoViMnALCwtu3LhB1apV2bRpBx9/PCXbdVWqlHQ/rJeXF5B0T++///7L6tWrsba2ply5cpmq5+nTp5Qr5657PnVq0sBRWq2WESM+yXZ8ovBRqaBTpyhOn37Me+/tJzLSmV69SlK6dDFKly7K2LEuvPtuGOvWVTJ2qKnY2WmZNi2KqKjqBAbKR0dOFSmisGWLL+3aRfH558Vo0aIUjx+bcvDgMd58sz8qlYrNmzczcuRILC0tjR1unqJWq2nTpg3z58/nzTffTLOX7tNPPyUgIIAdO3ZkaeqeOnW6AzOAH7G3T7p/skiRIty4cYPatWvnfAOE3lhbW3PlyhU+/PBDHj58wrBh4w3avrt7KVq3bo6npyerVq0yaNtCiNTk20ket2zZMiwszImOjik0vYNqtZqrV69SsWJF1qz5k8mTZ2S7rqpVK3Lp0iXMzc2xsDDnzJkzDB48mPDw8Nf+yp/SjRs3SEhIoGnTBrrXbt++D0Dx4sXZtm0Pn3zydbbjE4WTpaUZy5dX5NSpZ+zZ85Q6dS5Rv/4jtm71ZcWKAFR5dBDi7t3NMTVVWLtWem31oUSJRJYvD+DYsSdERio0aRJP797DMTEx4cyZM7Ro0cLYIRZKNWvao9H05aOPgggODubs2bPcv38/30ypVBgtX76cmjVr8vff+9m58x+Dtr1hw3IsLYswatSobE0nKITQH3mXzuM0Gg3Tpk0HoHv37sYNxoBMTU3x8vKibNmyrFixNtvzGM6ePZVixRwpX96D+PgEevTI2j7cu3cvAPXq1dK99ssvawG4efMm5cuX5/ffN9KpUx+ioqKyFaMovFQqaNo0hp07S7N9uwNt2+bt/6ESJRLp0uUuM2dacP16iLHDKRASEhJYvfoLnj7tSFTURpo0aYKPjw/169c3dmiF1vDhw4mN3cbChUmfO40aNcLV1dXIUYmMHDt2DAsLc8aOnWzQdi0sLFi1agHx8fG0b9/eoG0LIZKTxDYfmDx5Mi9evGDr1q3GDsWgNBoNN27coFSpUixe/Cvff78gy3U0bdqQu3fPcurUbmrVqsaLF4FYWlrSt2/fTK3/7rvvolKpGDnyU1q37smxY6e5cMETd3d3HBwcuHHjBu3atePcuctUrtws2byJQhRE06dHodHA3LllMr2OYmKYR37zxx9bKFOmHr/9tgFXV2+OHWvF6dOnJYkSIhvs7Oxo2bIVERGGn/u7U6c2dOnSDk9PTxYsWGDw9oUQSSSxzSeycn9QQWJhYcHt27cpUaIEc+cuzdFUQD/8MJVKlcpTtKgVmzZt4tChQxmu4+7uzrVr12jatCmentd5663BxMbG0rt3byAp+T5w4ACzZ88mPDyCH39clu34hMgPPDyKsmBBFDt3OrF5c+pRnQuL06fPs3//4Wytu3XrLmrWbMlHH31JYqKWBQsW8PTpU7n0WIgcio6ORmWEezk+/PAz/vnnCAATJ07E19fX4DEIIWS6H5FPREREUL58efz9/WnVqhlbtvyKqWn2Jq4MDg6hXLkGNGnShNOnT2d6vadPn7Jq1SpiY2OZPn06Go1Gt0yr1WJvb09kZCSXLx+idOmS2YpNiPxAUeC994pw8KAtO3Zc5Y03iqdbvuV0w0z3c2y6Yab7OX36PF27Js2JOnHiGL788mO8vX24du0WdnY2NGvWMNn7w3/On7/C0KEf4ev7HBMTE/r168evv/762rJCiKyrU6cON2/exN//hkHbbdOmF1eueOmeV6pUidu3bxs0BiEKqqzkoZLYinwjLi6ONm3acOrUKZycHDh4cCvu7qWyVVezZl25ffs+kZGRWFhY6CW+U6dO0bx5cxwd7bl48SB2dnKuiILr2bNIGjd2xsPDmkOH/DEzS7tsQUtsIyIiKF26rm6O1PbtW3LgwLFkZYoWtSYhIYHo6BgqVixHZGQUz575oVarGTZsGIsXL9bbe48QIkmVKlV49Oghvr5eGRfWozFjJrFhwzYASpUqyZMnz/jmm2/4+msZXFKInJJ5bEWBpNFoOHnyJDNmzCAo6CU9ew7Jdl2ffjoKrVbLjBnZH3E5pWbNmjFnzhyCgl5Sv347YmJi9Fa3EHlNyZJW/P13AjduWPPLL3bGDsegrK2tGTy4D5B0u8SBA8cwNTVl4MCBzJ49m3bt2hEeHkF0dNJ7wN273gQHh9C+fXsePXrEypUrJakVIhfExcVl+2qunBg8+D3d30+ePMPCwoJvvvkGHx8fg8ciRGEmia3Id6ZMmcK7776Lj89jduzYl606evV6kyJFLFi4cCEXLlzQW2wTJ05k9uzZBAW9pHfv4XqrV4i8qG7dWNq2fczUqUW5fTvU2OEY1OzZUzE316DRaJgxYwbh4eGsXbuWpk2bcvDgQV256tWrc+zYMaKiovj3339xc3MzYtRCFGyxsbFGSWwbNqyT7CqtmJikKRp79uxp8FiEKMwksRX50m+//YaZmRmffTY923V8/fWnREVF0bBh0v1wrVq1wtvbO8exff7557Rq1YqTJ89RrlwDvv32J+Li4nJcrxB5UaVKT1EUc9KbvlFrko2HOuuP3BYWFq4bMEqj0TBx4ljCwsKYOnUqbdq0AWDNmjUAWFlZceHCBby8vGRQKCEMJDg4GGtr4wxqV6lS+VSvyX22QhiWJLbCYLRaLatXr+bOnTs5rsvS0pJ27doRFBRMQkJCtur48MMhXLlyiJEjB1KqlCvHjh1j1KhROY4N4MCBA3zwwQfExsYzf/7PuLrWZPbsxXqpW4i8ZMiQpB7IFy8K/oBp77//MX37fkCPHgM5ePAYN27c1o3A+vz5cwBWrlyJoihERETIXLRCGNDevXuJjo6mR49ORmm/efPGqV6bOnWqESIRovCSwaOEwQwaNIg//vgDtVqNn58fzs7OOaqvYsWKPHnyGD+/63qJz9m5KjVq1ODSpUt6qe8/69atY/z48QQHB/PPP5tp2LCOXusXwtjatnUmODiUc+ei0GhSTyj7xoxsDB6V4SdTaie+zt3BoypVasKLF0Gk9bGZmJiIWi2/FwthDC1atODEiRP4+FwyyuCNjx8/o1atVslei46OlvvphcghGTxK5EkvXrwAknpuf/zxxxzX9/jxY71Oq6NWq/Dx8dH7ZcMDBgzg4sWLmJiY8O6772e7h1mIvKpHj7M8fFiCDz6wIDHR2NHon1arBeDlyxDq1KnD+PHjU5UZN26cJLVCGIlWq+XMmTOULetutBkJSpcuSadOrZO9JkmtEIYln8LCYP7r5TAzM+Wvv/7KUV03btwgNjaW+vVr6yGyJBMnjuXly5d06NBBb3X+x8PDgzlz5hAaGk6/fh/qvX4hjOmjj8ryww/P2LHDnY4dXdm377mxQ9KLuLg4vv32JxwdK9GxYx/i4xO4evUqCxcu1JUZPXo00dHRLFq0yIiRClG4bdu2jYSEBPr3f9uocaxcOU93ewIk9TQJIQxHElthEBs3buSff/6hbNnSVKxYjsePH+eovnHjxgHw2Wej9REekDQFkI1NUR48eKC3Ol/1ySef0KBBAw4cOMbWrYaZ11MIQ/ngg3j27HnK48cR9OtXi1On8u+AaQMHjsbJqTLFi1dj/vyfATh//jKQdLkxQJs2bQgNDWXp0qXSKyOEkW3atAmAIUP6GjUOa2tr6tatoXu+ceNGI0YjROEjia0wiLFjxwLg4lIcb+9H2NvbZ7uukJAQjh49SpUqFfDwcNdXiEDSEP1FixbVa52vOnjwIEWKFOGDDz5j9+5/c60dIYyhadMYTp70p3z5WIYPr8jjx4afdkMfTp48r0tg3d3dsbJKGmXVwsKCunXrcvfuXQ4dOiRjTgiRR5w9e5aiRa1xcLAzdijMnPml7u9vvvnGiJEIUfjkz28dIt9ZsWIFkyZN4vTppDljW7duncEaaRs9ejSKojBjxhf6Ck+nXLky3Lx5E09PT2rXrq33+m1sbDh//jwNGjRg0KCx/PTTNwwdatxfmIXQJ2fnIuzZE07Hjjb07GnFmTPBnJiau4M66Vvz5g3ZvfsAkHQpYWRkJADdu3fnzz//NGZoQogUtFotvr6+NGiQNwZmbNy4Hvb2drx8GYKfnx++vr64uroaOywhCgXpsRUG8c477+Dt7c2DBw/46KOPWLduXbbq+eqrr9i4cSNlypSibds39BwlrF+/HMjdX1mrV6/OnTt3sLGx4ZNPvqZp0y789NNyoqKicq1NIQzJ2TmRL7+8xIMHjkyalM4Et3nUmjVLqFKlAgAvX74EoHfv3pLUCpEH7d+/H0VR6NChFQ0adMDevgJ167YlIiLCaDF9+eX/BpgbOHCg0eIQorCR6X5EvvHo0SPKlCmje7516296T24jIiIoVaoOQ4YM4ffff9dr3SkFBwfTsWNHrly5QmJiIqamppiZmRIdHQOAlZUl5ct70KxZQ/r27UX16pVzNR4h9G3IEA2HD7tx7twjSpTIu8Mlh4WFc/ToaapVq4hGY86wYeO5eNETGxsbwsLCKFOmDD4+PsYOUwjxGgMGDGD9+vXcvHmS1q174u+fNAODg4MdFhYWzJ49lTff1P+gkOnRarU4OVXWDZqZia/aQog0yHQ/Il+YOHEijo6OuLm5UbFiRerXr8+gQYNYtWoVAQEBunKPHz+mQYMGuqTWzs7u/19/qveYLCwsUKlUeHl56b3ulBwcHLhw4QJxcXH88ccfFCvmhK2tHb1796Zr1644ORXjxo3bLFv2O2+80U2mCRL5zoIFCVhYaHnrrSI8f543r0i4efMuHh71GDx4LPXrd6BmzZZcvOhJq1atKFu2LOXKlePWrVvGDlMIkYYzZ85gYWFOiRLFWbt2qe714OAQfH2fM2xY6um5cptarWbw4D4AqFQq3n33XYPHIERhJImtMJr9+/cTHBxMREQ4vr7PuHbtKn/88QfDhw+nePHimJmZYWpqiru7OxcvXtSt169fPwBcXJz1HpOpqSl169bg0qVLDB06VO/1v45arWbAgAH4+vrh5+fH5s2b2b17Nw8fPuT69RsAVK5cAVNTuSVe5C92dlpWrLjH3buWdO5clMhIVcYrGVh0dDRabVJvyrhx4xgyZAhz5szh6NGjeHp6snnzZhn1WIg8rHz58sTExHLy5FkaNqyDubk5lStX5sKFCzg4OBhtfulvvvkctVqFoihs2bIFX19fo8QhRGEiia0wmilTpgBJyeSaNUsICLiFt/cFfv75R/r3f5tq1SpRr14tevbswsGDW5k16ysA1qxZA8Bnn00jLCxc73Ht3buRSpXKs3r1arp1M+6gN8uWLQPg55/nGjUOIbKrdWszfvvtLi9euNOtW0kOH85bPbf16tXi668/A+Dw4cMsX76czz//HAA3Nzfq1q1rzPCEEBlYs2YNpqamdOs2EAeHisTGxtKuXTtGjhxJcHAwI0YY5x5XG5uiNGvWUPd8xowZRolDiMJE7rEVRvXll18yZ84cEhMTadq0AX//vTbdnslffvmDKVNmER8fD0C1apU4eXK33uPSarV06dKXc+cuU6NGDfbv32+UUQ2rVKnCgwfe+PvfNHjbQujTpUvmfPCBHd7eVrRrd4dffzXH1lZr7LB0Ro78lC1bdlKxYkXu3r0LIJ95QuQTu3fvZvDgwVhZWdG4cWOioqLYs2cPb73Vmd9/X2S0uG7evEuzZl2BpKuz/ptGTAiReXKPrcg3vv/+ewICAmjRogWnT1+gRo2WuoEfXmfkyIE8ferJ+PEjaNeuBdOnT8yVuNRqNfv3/0mPHp3w8vKiVKlSjB8/Hq3WsF/EY2JiMDMzM2ibQuSGevViOXnyGT17HuDcuYp07+5KcHDe+QiqVasagC6p3bBhgyS1QuQTb775JkFBQTx+/Ji2bduyZ88e6tatYdSkFqBq1YqUKVMaSPrB/NChQ0aNR4iCTnpsRZ4xdepUZs6cibm5OUuWzOKdd/LG3Jdnzlxk6NCP8Pd/gb29PcePH6d69eoGabtXr15s376dR48uY2NT1CBtCpHbvLw0dO9eHJXqPg8emBs7HADq1WvHgweP/v/vesnu6xdC5H1RUVF88cUXLF26lCJFLLhz5zSWlpbGDott23bz/vsTgKSrsG7elCuwhMgK6bEV+dKMGTPYunUrKhWMGPEJLVv2wM/P39hh0aRJfW7fPs2XX37My5cvGTVqlMHaHjx4MAALF640WJtC5LYaNeLo2/coL19W48EDw12at379Vk6ePJvq9aCgYF1SC3D8+HGDxSSE0I8+ffqwaNEiEhMT2b59dZ5IagF69XoTa2srAG7dupVs1gchhH5JYivylLfffpugoGC6dOnCtWs3qVmzFffuPTB2WABMnDgGV1cXPD09DdZmjx49KFLEguXLf8+VgbKEMJZBg5LmZfb3tzJYm2PHfkG3bgMZPXpSsumzvv32J93fnTp1yjNfiIUQmffdd99hbm6OSqXKc+fw++/30/39ySefGDESIQo2SWxFnmNpacmePXs4dOgQiYmJDBo01tgh6TRr1pCIiAgePXqUcWE9+eWXlURHxzB0qOHn4hMit5w6lTQ6srOz4Xpse/ToBMDGjdtwc6vF1Kk/cOjQCdat26Irs2TJEoPFI4TQn5o1a+puIRg69CMjR5Pcl19+rJt2aP369QYfr0OIwkISW5FntWnThkqVKuHjY7gkMiOjRg0BYNCgQQZrc8CAAdSuXZvDh08wffocg7UrRG7asuUhJibBeHjEG6zNRYu+R61Omks3NjaOJUtW8c47w3Tz2Lq6ulKuXDmDxSOE0K/q1avTpUsX7t715tix08YOR0ej0dChQyvd88WLFxsvGCEKMElsRZ7WuXNnYmPjmD9/hbFDAaBOnRrUq1eL48ePc+HCBYO1e+TIEdzc3Fi4cCXvvjs82WWUQuRHvXubo9Xa8+OP9gZr08amKEOG9NX1nPzH0dERgJUr5V52IfK7tWvXolarGTfuS2OHksycOdN0f0+YMMGIkQhRcMmoyCJPi4uLw8nJifDwcEqWLEHLlk0oV64MvXv3oFQpw88rC/DsmR81arTE3NycESNGMG/evHTn3tWXhIQEmjdvzrlz57Czs2XAgHcYMOAdKlUqn+ttC5EbJkwoxtGjlly5YtirMrRaLceOneaPP7awfftebGxsCAsLIxMfh0KIfKB///5s2LCB339fxFtvdTZIm/GJoAJMTdIu06JFd7y8bmFqakp8vOGuVhEiP8tKHiqJrcjzYmJi+OCDD9iwYUOynsqqVSuyb98mo0yDs3btn0ybNpeQkFAcHBw4cOAAdevWNUjbP/zwA9OmfU1cXNKHorm5hrJl3WndujmjRw+lZMkSBolDiJzq0eMZly5V5+nTl0Zp39//BZUrN9U9l8RWiIIhKioKW1tbHBzsuHPnTK62pSjgH6YiMFyFqRrKOmvRpPFbt7//C2rVakViopa7d+/i4eGRq7EJURDIdD+iQLGwsGDNmjXEx8cTGhrKv//+S+vWrbl58y4NG3YkKirK4DENGtQHH5+LTJ8+kZcvX9KpUyeDtT158mRiY+M4f/48o0aNwt29DPfvP2TZst9p2rSrweIQIqdCQ60pXjzIaO0PHDgm2fOIiAgjRSKE0CdLS0tGjhxJQEAgP/+8Otfa0SrgG6LiRZgaRVERn6jiUaCatH4jK168GFu3riIxMYG33nor1+ISorCSHluRb33zzTdMnz4da2sr3N3dqF27Ol98Md7gPZalStWmWDFnHjww7rREgwYN4o8//uD69ePSayvyhe3brRg2rATfzgxg3Jgwg7b95IkvNWu2pEmTJpw5k9Sjc+HCBerXr2/QOIQQuSMhIQFHR0ciIyO5evWI7nPx8eNn7N17ABsbG957761U99xnVlwCPA1WExmrSrWsTLFEilqkvW6nTn04d+4yL168wMnJKVvtC1FYSI+tKBSmTZvG1KlTMTPTcO+eD+vX/0WjRp0JDg7JcN3atdtQu3YbvcTh4GDHw4cP+euvv/RSX3a1a9cOgF27/jFqHEJk1ltvRTJiZBBfT3Hmk88Ne5/tP/8cBpLmzv7PvXv3DBqDECL3mJqasmvXLhITE+nQ4V3i4uLo2LEPtWq14osvvmPMmEmsXPlHtut/HPj6pBYgIvr1r//nww+HAElT/+QFK1asQK1Wo1KpUKlUlCtXjp49ezJ69GjmzZsnA1aKfEN6bEWBsWbNGoYMGYKra3G8vI6n+Svs9u17GTYsaU7Yly9z/kXWx+cRTZu+SWxsLO+88w67d+9m/PjxzJo1K8d1Z0VCQgIWFhaULevO+fOS3Ir8QatVaNk2mpvXqvPbJj96tI82SLtxcXG4utakatWqeHl5ATBjxgymTJlikPaFEIbx+eefM3fuXIoXL4a//ws0Gg1xcXGYmZnx+PFlLCzS6VpNR2C4iuchKhRSJ7HONlqK26b99TomJoYSJWrQtWtXdu/ena329cnCwoLY2Ng0lxctWhQvLy/c3d0NGJUQSaTHVhRKgwcP5vPPP8fX15/hw/83lP61azfp338UvXoNpW/fkcmW6YOHhzunT+9GozFjy5YtREdH88MPP1C/fn2D3v9rampKhw4duHfvAYcOnTBYu0LkhFqtYuMWK8pXimfWdCcSEw3TrkajoXTpknh7e6PRaAB49CjvzJkthNCPOXPmMHHiRAIDgwEoXbo0AB06tMx2UgvgVFShgosWc9PkCaypWsHROv0+IwsLC4oWtebatWvZbj8jy5cv58svv0Sr1WZY9vHjxxw7doyDBw+yYsUK+vTpQ8WKFXXvjeHh4ZQvX56nT5/mWrxC6IP02IoCp3r16ty4cYOyZd1JSEjg8eNnAKhUKhRFwdLSkvbt2/P3339z7Njf1KxZVS/tdu3aj9OnL2BiYkLHjq3Zu/cgRYsW5fDhwwa7by8kJAQnJyfMzTUcP/435coljbgYExPDy5ehlChR3CBxCJEVcQlw+Lg5fd8uxbARR5g7uxTq9K/k04vhwyfw11+7cXNz4+nTp9SuXZsrV67kfsNCCINLSEjA09MTNzc3SpQoQf/+b7NkyQ85rjcmDu77q3U9ty62WorZZDzCet26bQkMfElYmP7HFwgODqZYsWJotVpcXFz45ptvGDBgAFqtlhUrVqDRaLC3tycxMZFDhw7h6enJ559/zoABA1LVdfjwYdq2bQuAtbU1v//+O++8847eYxYiLdJjKwq1a9eu0b9/fx48eISvrz89evTg0aNHaLVaFEUhMjKSn376CYCPPtLfBO5lyyZdopOYmEiZMqWYN+9boqIiadq0aaZ+MdUHOzs7Vq9eTXR0DPXrd8DJqTL29hUoUaIGVas2p2nTLsTExBgkFiEyS2MKHVvHUrK0L5euVME/1ABZLTBmzDAAzM3NAfD09DTYuSqEMCxTU1MWLVqEq6srAFZWlgCsWrWBcuUasG/foWzVa6EBD2ctVuYKVuYZ99b+R6PR5Pje1ZiYGFxdXSlevDjPnz/Xvb5r1y60Wi3ly3sQEBDABx98gJWVFUWLFuWzzz7jo48+YuDAgQwZMoQ//vgDLy8vPv30k9e20aZNG2bOnAkkjRzfu3dvPvzwwxzFLURukcRWFDhqtZp169YRGRlJZGQkO3bs0F169J9y5crx5ptvcvXqDebMWaKXdnv1+t9UO8uW/U6NGlUYN2448fHxeHp66qWNzBgwYADHjx/nzTffpGnTpnTt2pUhQ4bQoUMHbt26R/XqLXj2zM9g8QiRGSoVvN3bnLs3nLEyNcx8snXq1MDKyjLZvWV79+41SNtCCMN78eKFbr7qy5e9+Prr2Xz22TSCg0OIiUn7HtOMWJknzV9b1llLZgdZtrAwJzGH915oNBr8/PwICAigRIkS/PTTT+zdu5dPP/0UgKVLZ/Ps2VXmz5+Z4RVb6V2/+dVXX9GhQwfd819++YWRI0fKD+Uiz5FLkUWhlZCQgKurK4GBgUyaNI5Jk8bluM4VK9YweXLSL5uuri78+ut8unTpS69evYw+ajIk3Ws0adIkzM017Ny5joYN6xg7JCF0Tp03582ObixcdJ1BA4sYpM06ddoQGPiS2NhY4uPj6dKlC3v27DFI20IIw1EUhcWLFzN+fNLgkf/dngTQsmVTduxYY9B4Onbsw6VLV3PcaxsWFkbJkiWTzcOtUqn46KPhREZGs3fvAfz8/HWJa8mSJalYsSLu7u6UKlUKDw8PypUrR/369bG0tEyzHa1WS6VKlbh//77uNSsrK7Zv30779u1ztA1CpCcreagktqJQ8/HxoVGjRrx48YLatauza9cfWFtb56jOTZu28/33Cxk6tC8TJnxAo0YduXv3ARMnTmTOnDl6ijz7du7cydtvv41GY8azZ7k3cIUQWaXVKri7+6HR2HL/vhUqA1yR/NZbgzl+/Az16tXj4sWL2NjYEBoamvsNCyEMKjg4GEdHx9cu8/e/oRsoyVAaNerI48e+REfnfCR4rVZLy5YtOXnyJJCUcEZGRv7/35bUr9+Afv36MWjQoBwNmAXw6aefMm/ePCpVKo+390O0Wi3x8fHZng9YiIzIPbZCZJKHhwe+vr50794dT8/rVKrUlOPHz+Sozvfe68m1a0eZMOEDAE6d2vP/PaQ79RFyjnXv3p3PP/+cqKhoduzYZ+xwhNBRq1V8+20RgoNrMXeuPYYYVLxevVooikKNGjWApA9Qb2/v3G9YCGFQDg4OyZ7b2dnq/p45c76hw+H58xc4OzvrpS61Ws2JEyeYMWMGzs7OFC1alI4dO3Ls2DEiIiI5evQoI0eOzHFSCzB79mzUajXm5hrGjh2GVqvl+vXretgKIXJOEltR6JmamvL333+zevVq4uLi6dFjEJMnz9Br/UWLWvP48eNklwoZ05gxYwDYu/egkSMRIrkhQ+wZM+Ylc+Y44OZWnHr17Bk0yIUVK9T4++t/jttx44YDJBsNecGCBXpvRwhhfOfPn8fU1BSAUqVKc+zYMezs7Fi27HeDxxIeHkHZsmX1WueUKVPw9/fHz8+P/fv306JFC73WD3D9+nW0Wi1vvNGI+vWTbmf6r6dYCGOTxFaI/zd48GB8fHwoXbo0K1aspVatVvz667oc3/8CMHXqJ0RHR+eZkQRdXV2xsbFhy5adek3ihcgplQpmzgxi9+7LtG59grp1YwkMNGHy5DJUqVKavXvN9NqenZ0NTZrUx9PTExubokDSiKJCiIKnQYMGxMfHoygK165do0WLFvTt25fExETd1ICG4O3tg6Io1K5d22Bt6st/34kSEhIJCQkBwMvLy4gRCfE/ktgK8Qo3Nzd8fHwYPHgwT5/6MXHiNxQvXo0OHd7l9Onz2a530KA+mJtruHjxoh6jzb6TJ0/qeo9XrFjLyZNnjRyREMk1bmzLX39VZOXKKPbufcb+/Rdo1CiSQYNKM3SoLT/95M29e2ri43Pe1u+/L0KtVhMfn/SF7b/pwYQQBV+nTp0A2LPnX4O1efRo0i1PzZs3N1ib+rJ48WIA7tzxZuzYL7CwsNBdBSaEsUliK0QKarWa1atXExsby88//0zVqlW5cOEKXbv2p0uXvtmut3r1yty5c4dbt27pMdqse/r0KW3btkWtVlOjRhXUahWhoXnjEmkh0tKokSO7dkUxfXoQR4+aMHNmRxo2LEvVqmV4770wrlwJznbdxYsXY9Cgd5MN4nLoUPbmtBRC5C//JbYnT2b/x+usunTpKgBt27Y1WJv6EvX/gx8cPXqKihUr4ufnR/Xq1Y0clRBJJLEVIg2mpqZ88MEHeHl58eLFC5o0acKZMxdZsSJ7UwIsXz4XgIEDB+ozzCzRarU0atSIuLg4Nm78mePHdxIUdJeuXdsZLSYhMsvUFMaODeHOnRfs2nWO7duf8c47YRw44EHnztXZtKkocXHZq3vu3GnJprrIK4O9CSFyl0ajwcrKiqtXbxiszVu37mJqaoqdnZ3B2tQXf39/3d9Tp07Nl9sgCi5JbIXIBCcnJ44ePYqNjQ1TpszC3/9FluuoUKEsVapU4Nq1pCl2Dhw4QIMGDVi5cqW+w03TyJEj8fX1Zfz4EbRr19Jg7QqhTxqNCc2bO9KqVTSzZgVz8eJDOneOZ9So4pQsWZqKFSP54QcHNm4syty5D9m/P4KHD02Jikp7/iBTU1O+++5L3XN93FsvhMgfWrduzbNnfuzebZjLkV+8CKJo0aIGaUtf4uLiePvttzlx4oRuAK4KFSoYOSohkpN5bIXIgsOHD9O2bVsqV67AmTN7s7x++/a98fS8jre3N+7u7gBYWFjoZR67jPx3HpcpU4orVw7nentCGNrVq+YsXeqDl5cTAQGVCA42SbZcrdZiaXmNoUOL0aWLQoMGMZgkL0Lbtr24fNkLc3NzYmJiDBi9EMJYIiIicHBwwNLSggcPLub6nKzlyzdEo7HA19c3V9vRp+LFixMQEEDJkiV4441GbNq0g5cvX0qPrch1Mo+tELmkTZs29O7dm9u377Fw4S9ZXj/pw1Jh06ZNutcM1TP03wd148b1DNKeEIZWq1Ysv/ziypkzGry9ffDzu8/RoxfYt+8WO3Y8Y+xYT+zto1m71oXOnd2oVs2CzZufAqDVKhw4UIQ2bY5iabmDxMScz/cohMgfrK2t+frrrwkNDadmzVZcv347V9uLi4tLdutDflClShUAAgODefjwCYAktSLPkcRWiCzasGED9vb2zJgxL8s9OkWKmJOYqGXv3qTeXo1Gw/Lly3MjzFSsra0xMTHB2/uRQdoTwtgsLKBWLXsaNzajZctovvnGhmvXiuHt7cPmzd6Ehkbw4Yct+OwzJypXTuDdd0uybp0N8fGOaDTFjR2+EMKApkyZwqhRo/D1fc4bb3SjR4+B7N79r95HSH/yxJfw8EisrKz0Wm9uO3r0KDt27CA2NpazZy9RrJiTsUMSIhVJbIXIIlNTUxYtWkRiYiKLF6/K0rodO7ZGURROnDgBwKZNmxg+fHhuhPlaRYsWxdf3ucHaEyIvMjGB9u0VvL0Vvv46mL//tubFiyr06vUvN28+xNr6TeztI40dphDCwJYtW8adO3eoXLkyx4+fZeDAMTg7V6Vr1356S3B79hwMJF1emd/06NGDBQsWULp0afbsyfrtWELkNrnHVohs0Gq1WFpaUqyYI15exzK9XkREBKVK1cHJyYnGjRuza9euXIwytYoVK/Ls2VOePbtm0HaFyMu0WvDxiaFcuaTLj11cqlGxYiXdQG9CiMInJCSEpUuXsmrVKnx8fPjzz5V06NAqR3U+evSE2rXbALBgwQLGjx+vh0iFKNjkHlshcplaraZmzZr4+flnXPgV1tbW1KlTg8DAQEaPHp1L0aXN3d2dqKhoHj168trlo0ZNxMGhIteu3TRwZEIYj1qNLqkNCgomNjYONzc3I0clhDAmOzs7vvrqK92c1qtXb8pgjYyNHPkZAFevXpWkVohcIImtENlka2ubrUuTtmz5FVNTU/r06WPwKUWmTp2KSqWiZcu3ePEiUPf6vn2HqFu3LZs27UBRFCIiIgwalxB5xdy5SwH49NNPjRyJECIv8PDwoGrVquzbd4j167dmu54tW3Zy/vxl2rRpQ82aNfUYoRDiP5LYCpFNzs7OKIrCwYOZvxQZwNHRgZkzJxMeHk737t31PjBFelq0aMGiRYsIDQ2jUqWmeHjUx9GxEv36fYiPz2MA2rR5g6ZNGxosJiHykm3b9mJlZUXbtm2NHYoQIo84c+YM1tbWfPTRV9y+fS9bdUya9C0WFhYGvwXJGMLCwvDx8TF2GKIQksRWiGyaOXMmKpWK0aMnZXndDz4YTPXqldm3bx9FilgwderUXIjw9caOHcvJkydp2rQpFhZFKFOmjG6Zk5MD4eERlChRgy5d+hosJiHygi1bdvLiRSC9evUydihCiDzExsaGY8eOoSgKQ4Z8lK06QkLCaNy4cb6b5ic7SpUqRbly5bhw4YKxQxGFjCS2QmSTh4cHDRo0IDg4JFvrHzv2N99//yVmZmbMmTNbv8FloFmzZpw8eRI/Pz/279+vez0wMJgLF66g0Wg4c+YiT57kn8njhcgJrVbLxInT0Wg0/PJL1ueoFkIUbHXr1qVz587cuXOf48fPZGldPz9/FEXRzQVbkB06dIiwsDAURaFp06Zs377d2CGJQkQSWyFyICoqClNTk2ytq1arGTVqKD17diEuLp5Hj4wzv2yFChVYsWIFLVu2ZNq0aTx48IB///0XgKFDPzL4fcBCGIpWgcBwFYoCM2b8RGhoOF999RUWFhbGDk0IkQetWbMGtVrNuHFfZGm9w4eTpvirV69eboSVp3z44Ye6vxMSEujVqxedOnUiLi7OiFGJwkKm+xEiB5ycnDA1VXP79uls13Hlihdt2vSiZ8+ebNu2TY/R5Uzr1q05evQo5uYaRo4cxPTpE1Gr5bcwkf8lJIKJGuIT4Y6fCQ4WEdSuWhdbW1sCAwMzrkAIUWj169ePjRs3Uq9eLb7++lNatGiS4TrNmnXl1q17tGjRgk2bNuHi4mKASI3j999/59ChQ9SqVYs///yTS5cu6ZYVK1aMBQsW0K9fPyNGKPIbme5HiFwWFhZG+/btCQ0NxcXFOUd11alTAzc3V3bt2pWnftE8cuQIv/76K1ZW1ixe/CslS9Zi1qyFxg5LiBxJSIT7/mqevVTxMlIFwPSvZ5GQkMCqVauMHJ0QIq979uwZAJcuXaVHj0H07v1+uuUHDx7LzZt3URSFY8eO8fDhQwNEaTxDhw5l3bp1TJw4kYsXL7Jo0SLdshcvXtC/f3+GDh1qxAhFQSaJrRDZMG/ePA4ePEhCQgI1auT8npmJE0eTkJDAjBkz9BCd/rz//vsEBQWxaNEizM3NmTNnCQ0adMj2fcVCGJt/qIr4RBUvI9UEhKmJCHvJts2bqFq1Kj169DB2eEKIPCwuLo7jx49TtKg1KlXSD2MHDx4nJiZGVyYhIYF585ZTs2YrypSpy86d/+iudqpQoQKNGzc2SuyvunHjhsEGdho3bhyKonD16lXat28PwOrVq+nWrZtB2heFiyS2QmTD+fPndX9n5jKkjAwa1AdLS0uWLl2a47pyw7hx4wgODmbo0KHcv+9D+fINad78Tdav32rQ6YqEyCkXu+R332xetxqtVmHjxo1GikgIkV+YmppiamqKWq1m7dolWFoWQaVSUbVqc6pVe4M2bXrh6lqTGTPmERAQiJmZOY6OjrrPyX379hl5C2D9+vVUr16dhg0b4urqarArVWrWrMm///5L586dAdi9ezcVK1YkIiLCIO2LwkESWyGywdPTU/d3+/at9FLnwIHv8PLlSwYNGgTAX3/9xa1bt/RStz6o1Wp+++039u/fT926dblx4w5jx36Bi0s1uncfwOPHz4wdohAZenVUCZVKYfuf63FxcaFmzZrGC0oIkS+o1WqmTp1KaGgYAweOISoqGkVRMDMzJyoqhmvXblK8eHEWL15MVFQUlStXJigoCEi6AqpcuXJG3gJ0IzPb2BQlMDCQ4cOHM2bMmHTX8fT05JdffmHJkiXcuXMnR+3v3buXcePGAXDv3j369OmTo/qEeJUMHiVENvx3CZKpqSkvXugn+dRqtTRv/ia3bt1j8ODBrFmzBoDGjRtz4sQJTE1N9dKOPpw5c4amTZsCSftCURRUKhUPHlzEzk7eI0TeFREDPi+SRjK/c/0SI/r15osvvuD77783cmRCiPxi586dXLt2DTs7O4YMGYK1tXWqMsuWLdMljC1atODIkSN5ZgBGa2trbG2tuXLlMHXqtMXX9zmvSwcOHTpE165diY2NTfb6l19+yXfffZejGDp37sz+/fupWLFijpNlUbDJ4FFC5KJXR00tUkR/04Ko1WqOH9+Jm5urLqkFOHv2LKNHj9ZbO/rQqFEjzM3NAXQfhoqi4Ov73JhhCZGh2HiV7u8tGzegUqmYMmWKESMSQuQ33bt3Z8qUKYwdO/a1Se3z5891SW2nTp04duxYnklqASpVqoS/fyAajYYWLZLu+T116lSqcj/++GOqpBbQy+XDz58nfV8oyCNEC8PLO2eZEPnEq0lndHRMOiWzztTUlDNn9mBhYZGsh/avv/7Sazs5pVaruXr1KiYmST1fn3wyirt3z1C1akUjRyZE+ooWUbAyT/ox5tLZM3h4eGBpaWnkqIQQBcXixYtxdXUFoEmTJnnivtqUHj58iIODHZD0+W1qakK7du1Szcywfft2Jk6cSJ06dWjZsiWTJ0/Gz8+PhQtzNkPChQsXdLd0VahQIUd1CfEqSWyFyKK5c+cCYGdnR0JCAsuX/67X+q2trZk8eRwJCQmULVsWgJcvX+q1DX2oVKkS//zzDyYmJixe/Cu+vv7GDkmIDGlMwdFaS3hoMEEvntOyZUtjhySEyOe0Wi3//PMPfn5+fP/99yiKwvfff8/p09mf4z63/PTTTwQHB9OqVTMAKlQoy+LFs4iJiUl1dZiFhQVz5szh8uXLHD16lFmzZumlh/Xff//V/V21atUc1yfEf+QeWyGyYOfOnbopQSwsLFCpVMTGxvDtt5MZM2aYXttydq5C9eo1+PXXX3n58iVt27bVa/36cvjwYTp06IBareLAga3UqlXN2CEJkaZELdz2VbN/1w5mfvkpJ0+epFmzZsYOSwiRjzVr1ozTp0/TqFEjtm7dSnR0dJ7sifTx8aFChQpYW1tx//65ZFeGVav2Bv7+L3j69GmuXR4cGBiIq6sr8fHxuteePXum6+EW4nXkHlshcsmVK1d0f8fExNC2bVtsbe2YMmUWb701mISEBL20ExMTQ2KiloSEBOrWrZtnk1qANm3a/P+cvol88slUY4cjRIa0iopTx45gamoqSa0QIk3e3t54eHjwyy+/6F6LiYlh0qRJ2NnZoVKpUKlUFClSBAsLC7777jvc3NzyZFIL0KNHDxITE9m6dVWqASmXLJlFYmIi5cuXz7XBnOzs7JI9L1q0qCS1Qq+yNMxqWFhYbsUhRL4wYcIE2rZty+DBg3nw4AFnzpzh7t27dO/enWPHTlOxYhP27NlAyZI5+7Xzm29+RKvVMmHChHxx3tWtWxdra2uePvUjLCzc2OEIkSatAlERajwvnMPd3T1fnF9CCMNau3Ytp0+f5u233+bhw4d88MEHXLx4kR9//JF33nmHAwcO6Mqq1Wo2bNiAhUXSYJL54T0lMjIq1Wd1vXq1mD9/JhMmTKFlyxbcvXsvV9p+/vw5devW5dGjR2i12tfur127dvH+++9TrFgxdu7cmSemSRLGk5VzKlOXIsfExODh4aEbwUwIIYQQQgghhMhtLuhCvr4AACHgSURBVC4u+Pj46H5ASkumEltISm5TjpYmhBBCCCGEEELkFo1Gk2FSC1lIbIUQQgghhBBCiLxIBo8SQgghhBBCCJGvSWIrhBBCCCGEECJfk8RWCCGEEEIIIUS+JomtEEIIIYQQQoh8TRJbIYQQQgghhBD5miS2QgghhBBCCCHyNUlshRBCCCGEEELka5LYCiGEEEIIIYTI1ySxFUIIIYQQQgiRr0liK4QQQgghhBAiX5PEVgghhBBCCCFEviaJrRBCCCGEEEKIfE0SWyGEEEIIIYQQ+ZoktkIIIYQQQggh8jVJbIUQQgghhBBC5GuS2AohhBBCCCGEyNcksRVCCCGEEEIIka9JYiuEEEIIIYQQIl+TxFYIIYQQQgghRL4mia0QQgghhBBCiHxNElshhBBCCCGEEPmaJLZCCCGEEEIIIfI1SWyFEEIIIYQQQuRrktgKIYQQQgghhMjXJLEVQgghhBBCCJGvSWIrhBBCCCGEECJfk8RWCCGEEEIIIUS+ZprZgjExMcTFxeVmLEIIIYQQQgghhI5Go8HCwiLDcplKbGNiYrAtYk8cMTkOTAghhBBCCCGEyAwXFxd8fHwyTG4zldjGxcURRwzN6YIpZkkvqv53FbNKrUq+gkqd4ukry1UpyqazTKVOcaX0q8vTW5biuSpFPOm1mTo+dTplSfH81fgyqPfVmNItm1F8aW+LkqpsevGk/Txr9SR/mmzd9PZXFsoqKS+gT1VPNuNTp7MsxbpKevGRclmK5+pX9236ZdPblvTWTTe+jNpUp7Msg2OY+XjSqTfDNl9dltHxTXtZrsWX3XrSWzdL+yT9GDJdVp9tZrKeLJXV13YCqP639/W1T9JrA15zvNOJL/n/TYo1s7RPlDSXpd6WtMuqMhtPqufpl1WlrCu9Zel8jL8aU8r10iubUTyq9Jals4/UqcpmPj51OmXVZCW+/z1PL56Uy1O1kV7ZdJalfJ76YzF79aSML3VZbZrLVCnX5dUYtMmWmaTbpjbF81fWS7X/Upb933KTVMc37dhNSK+e5MtSbqdJsn2SYjtJ7tXlKbcl2b5NJ56U8aaML+X+NEmv3jTqTBlP6jbT3rcZt5l2fKn2CWkfh9T/C6+UTRlPOv/XKZelLpt27Mn2X4qT0CTFWZm8bMplaT9PuezVddUpvminLqt+7bKwcC3u9R4SFxenn8T2f4XNMFW9JrFNL2lLuTxlkqlK+9MpVUKa2Xog2ZHNvcQ23U+yDMpmMrHNML60yxonsU0nhgwT0le3Je2yeT6xzejLZQFNbHOS+BSoxDazZVMuS1FNgUpss1I2k23qNz4jJLbpbLckthksS7E8J4ltVtpUpbcsnXYMlthmss28kNiml5AaKrFNP4acJLZpJyHpls2lxDbdxDGD5CuziW168aRcnpPE1iTZvk1+sqhTnDyvLk+9b1OUfWXd1AleyvheLZv2MUudOKaXrGalbOYT29TxvbIsVXwpt/vVsimXpb2v9ZfYZm8YKBk8SgghhBBCCCFEviaJrRBCCCGEEEKIfE0SWyGEEEIIIYQQ+ZoktkIIIYQQQggh8jVJbIUQQgghhBBC5GuS2AohhBBCCCGEyNcksRVCCCGEEEIIka9JYiuEEEIIIYQQIl+TxFYIIYQQQgghRL4mia0QQgghhBBCiHxNElshhBBCCCGEEPmaJLZCCCGEEEIIIfI1SWyFEEIIIYQQQuRrktgKIYQQQgghhMjXJLEVQgghhBBCCJGvmWalcALxoPz37H85sUpRpSiZPF9OvjxF2XSWqZSUefcry9NbBqD933OVKp2yqhTrpXz+6rakKpuy2nS2M9W6r8aUXtkM6lHS3hYlVdn04kn7edbqSRneKy9oky9LN9509m3qQ5+ynmzGp05nWYp1U/3LvxofKZeleK5+dd+mXza9bUlv3XTjy6jNdP4106s3lXTjSafeDNt8dVlGxzftZbkWX3brSW/dLO2T9GPIdFl9tpnJerJUVl/bCaD6397X1z5Jrw14zfFOJ77k/zcp1szSPlHSXJZ6W9Iuq8psPKmep19WlbKu9Jal8zH+akwp10uvbEbxqNJbls4+UlKVzXx8SjplFdKOT5tOm+p0lqVcrk7ZRnpl01mW8nnqj8Xs1ZMyvtRltWkuU6Vcl1djSP6FxSTdNrUpnr+yXqr9l7Ls/5abpIydtGM3Ib16ki9LuZ0myfZJiu0kuVeXp9yWZPs2nXhSxpsyvpT70yS9etOoM2U8qdtMe99m3Gba8aXaJ6R9HFL/L7xSNmU86fxfp1yWumzasSfbfylOQpMUZ2XysimXpf085bJX10359T112VeX/S/2sPCUCUTaMpXYajQaXFxcOPl87/9efHVfJWa6PSGEEEIIIYQQIlNcXFzQaDQZllMpipLuD8f/iYmJIS4uLseBCeMLCwujVKlSPHnyBBsbG2OHIwxAjnnhI8e88JFjXvjIMS985JgXPnLMkzpZLSwsMiyX6UuRLSwsMlWhyD9sbGwK7QlSWMkxL3zkmBc+cswLHznmhY8c88JHjnnGZPAoIYQQQgghhBD5miS2QgghhBBCCCHyNUlsCyFzc3OmTZuGubm5sUMRBiLHvPCRY174yDEvfOSYFz5yzAsfOeaZl+nBo4QQQgghhBBCiLxIemyFEEIIIYQQQuRrktgKIYQQQgghhMjXJLEVQgghhBBCCJGvSWIrhBBCCCGEECJfk8S2gDh+/DjdunXD1dUVlUrFjh07ki1XFIWvv/6aEiVKUKRIEdq1a8e9e/eSlQkODqZ///7Y2NhgZ2fH+++/T0REhAG3QmRFRsd8yJAhqFSqZI9OnTolKyPHPH+ZNWsWDRo0oGjRojg7O/PWW29x586dZGViYmIYM2YMjo6OWFtb8/bbb+Pv75+szOPHj+natSuWlpY4OzszceJEEhISDLkpIpMyc8xbtWqV6lz/8MMPk5WRY55/LF++nJo1a2JjY4ONjQ1NmjRh3759uuVyjhc8GR1zOccLvh9++AGVSsXHH3+se03O9ayTxLaAiIyMpFatWixduvS1y+fMmcOiRYv4+eefOXfuHFZWVnTs2JGYmBhdmf79+3Pjxg0OHDjA7t27OX78OCNHjjTUJogsyuiYA3Tq1Ak/Pz/dY+PGjcmWyzHPX44dO8aYMWM4e/YsBw4cID4+ng4dOhAZGakrM2HCBHbt2sWWLVs4duwYvr6+9OrVS7c8MTGRrl27EhcXx+nTp1mzZg2rV6/m66+/NsYmiQxk5pgDjBgxItm5PmfOHN0yOeb5i5ubGz/88AOXLl3i4sWLtGnThh49enDjxg1AzvGCKKNjDnKOF2QXLlxgxYoV1KxZM9nrcq5ngyIKHEDZvn277rlWq1VcXFyUuXPn6l4LCQlRzM3NlY0bNyqKoig3b95UAOXChQu6Mvv27VNUKpXy7Nkzg8UusiflMVcURRk8eLDSo0ePNNeRY57/BQQEKIBy7NgxRVGSzmszMzNly5YtujK3bt1SAOXMmTOKoijK3r17FbVarTx//lxXZvny5YqNjY0SGxtr2A0QWZbymCuKorRs2VIZP358muvIMc//7O3tlV9//VXO8ULkv2OuKHKOF2Th4eFKhQoVlAMHDiQ7znKuZ4/02BYCPj4+PH/+nHbt2ules7W1pVGjRpw5cwaAM2fOYGdnR/369XVl2rVrh1qt5ty5cwaPWejH0aNHcXZ2plKlSowaNYqgoCDdMjnm+V9oaCgADg4OAFy6dIn4+Phk53rlypUpXbp0snO9Ro0aFC9eXFemY8eOhIWFJesdEHlTymP+n/Xr1+Pk5ET16tX54osviIqK0i2TY55/JSYmsmnTJiIjI2nSpImc44VAymP+HznHC6YxY8bQtWvXZOc0yOd5dpkaOwCR+54/fw6Q7B//v+f/LXv+/DnOzs7JlpuamuLg4KArI/KXTp060atXLzw8PPD29ubLL7+kc+fOnDlzBhMTEznm+ZxWq+Xjjz+mWbNmVK9eHUg6jzUaDXZ2dsnKpjzXX/de8N8ykXe97pgD9OvXD3d3d1xdXbl27RqTJk3izp07bNu2DZBjnh95eXnRpEkTYmJisLa2Zvv27VStWhVPT085xwuotI45yDleUG3atInLly9z4cKFVMvk8zx7JLEVooB67733dH/XqFGDmjVrUq5cOY4ePUrbtm2NGJnQhzFjxnD9+nVOnjxp7FCEgaR1zF+9L75GjRqUKFGCtm3b4u3tTbly5QwdptCDSpUq4enpSWhoKFu3bmXw4MEcO3bM2GGJXJTWMa9ataqc4wXQkydPGD9+PAcOHMDCwsLY4RQYcilyIeDi4gKQaiQ1f39/3TIXFxcCAgKSLU9ISCA4OFhXRuRvZcuWxcnJifv37wNyzPOzsWPHsnv3bo4cOYKbm5vudRcXF+Li4ggJCUlWPuW5/rr3gv+WibwprWP+Oo0aNQJIdq7LMc9fNBoN5cuXp169esyaNYtatWqxcOFCOccLsLSO+evIOZ7/Xbp0iYCAAOrWrYupqSmmpqYcO3aMRYsWYWpqSvHixeVczwZJbAsBDw8PXFxcOHTokO61sLAwzp07p7t/o0mTJoSEhHDp0iVdmcOHD6PVanVvoCJ/e/r0KUFBQZQoUQKQY54fKYrC2LFj2b59O4cPH8bDwyPZ8nr16mFmZpbsXL9z5w6PHz9Odq57eXkl+1HjwIED2NjY6C57E3lHRsf8dTw9PQGSnetyzPM3rVZLbGysnOOFyH/H/HXkHM//2rZti5eXF56enrpH/fr16d+/v+5vOdezwdijVwn9CA8PV65cuaJcuXJFAZR58+YpV65cUR49eqQoiqL88MMPip2dnfL3338r165dU3r06KF4eHgo0dHRujo6deqk1KlTRzl37pxy8uRJpUKFCkrfvn2NtUkiA+kd8/DwcOWzzz5Tzpw5o/j4+CgHDx5U6tatq1SoUEGJiYnR1SHHPH8ZNWqUYmtrqxw9elTx8/PTPaKionRlPvzwQ6V06dLK4cOHlYsXLypNmjRRmjRpoluekJCgVK9eXenQoYPi6emp7N+/XylWrJjyxRdfGGOTRAYyOub3799Xvv32W+XixYuKj4+P8vfffytly5ZVWrRooatDjnn+MnnyZOXYsWOKj4+Pcu3aNWXy5MmKSqVS/v33X0VR5BwviNI75nKOFx4pR7+Wcz3rJLEtII4cOaIAqR6DBw9WFCVpyp+pU6cqxYsXV8zNzZW2bdsqd+7cSVZHUFCQ0rdvX8Xa2lqxsbFRhg4dqoSHhxtha0RmpHfMo6KilA4dOijFihVTzMzMFHd3d2XEiBHJhoRXFDnm+c3rjjeg/P7777oy0dHRyujRoxV7e3vF0tJS6dmzp+Ln55esnocPHyqdO3dWihQpojg5OSmffvqpEh8fb+CtEZmR0TF//Pix0qJFC8XBwUExNzdXypcvr0ycOFEJDQ1NVo8c8/xj2LBhiru7u6LRaJRixYopbdu21SW1iiLneEGU3jGXc7zwSJnYyrmedSpFURTD9Q8LIYQQQgghhBD6JffYCiGEEEIIIYTI1ySxFUIIIYQQQgiRr0liK4QQQgghhBAiX5PEVgghhBBCCCFEviaJrRBCCCGEEEKIfE0SWyGEEEIIIYQQ+ZoktkIIIYQQQggh8jVJbIUQQgghhBBC5GuS2AohhBBCCCGEyNcksRVCCCH05MmTJ7Rq1YqqVatSs2ZNtmzZYuyQhBBCiEJBpSiKYuwghBBCiILAz88Pf39/ateuzfPnz6lXrx53797FysrK2KEJIYQQBZr02AohhIG1atWKjz/+2NhhJJMyprwY4+u0atUKlUqFSqXC09PT2OFQokQJateuDYCLiwtOTk4EBwcDMGTIEF2sO3bsMF6QeZA+j2Nm97OiKIwcORIHB4c88/+TH+XX9w4hRMEjia0QIlvOnDmDiYkJXbt2TfZ6t27d6NSp02vXOXHiBCqVimvXrgHw/Plzxo8fT/ny5bGwsKB48eI0a9aM5cuXExUVlWEMOV0/rxoyZAhvvfWWUWPYtm0bM2bMMGoMmTVixAj8/PyoXr06AAMGDKBnz57Jyhw5cgSVSsXUqVOTvT537lxKlChBXFyc7rWhQ4cyZcoU3fOWLVuiUqn4/vvvk62rKAqNGjVCpVLx7bffporr0qVLJCYmUqpUKQAWLlyIn59fzjb2/2UmeTh+/DjdunXD1dU108l0mTJldEnhq48xY8YAMH369FTLKleunON2IfVxzK7M7uf9+/ezevVqdu/erZd284vcTjzz03uHEKJgMTV2AEKI/GnVqlWMGzeOVatW4evri6urKwDvv/8+b7/9Nk+fPsXNzS3ZOr///jv169enZs2aPHjwgGbNmmFnZ8f3339PjRo1MDc3x8vLi19++YWSJUvSvXv3NNvP7vpxcXFoNBr97gwDS2sb9LltDg4OeqnHECwtLXFxcdE9t7Ozw9fXN1mZn376CXNzc0JDQ3WvJSQksHjxYsaNG6fbb4mJiezevZs9e/YAScnrlStXcHd3x8vLK1mda9as0bVTt27dZMuCg4MZNGgQK1eu1L1ma2uLra2tHrY4cyIjI6lVqxbDhg2jV69emVrnwoULJCYm6p5fv36d9u3b07t3b91r1apV4+DBg7rnpqbJv0pkp11IfRyzK7P72dvbmxIlStC0adM0yxSE94vckta+yU/vHUKIAkYRQogsCg8PV6ytrZXbt28rffr0Ub777jvdsvj4eKV48eLKjBkzXrvO8uXLFUVRlI4dOypubm5KRETEa9vQarXpxpDZ9Vu2bKmMGTNGGT9+vOLo6Ki0atVKURRFiYmJUcaNG6cUK1ZMMTc3V5o1a6acP38+WR3u7u7K/Pnzk71Wq1YtZdq0abq6x40bp0ycOFGxt7dXihcvrlv2n4iICGXgwIGKlZWV4uLiovz4449Ky5YtlfHjx6e5bYMHD1Z69Oihe57WNqT1+r59+5RmzZoptra2ioODg9K1a1fl/v37WYop5fOM6szM/khMTFRmz56tlCtXTtFoNEqpUqWUmTNnJlv+/fffK2XKlFEsLCyUmjVrKlu2bElzP70uTkVRlK+++kqpW7eu7vmtW7cUjUajfPDBB8qgQYN0r2/YsEGxtLRUgoKCdK8dP35cKVGihO7/586dOwqgfP3110q1atV05cLCwhQXFxdlypQpCqD4+vrqlsXExChvvPGGsnbt2tfGDCjbt29Pc5sy2teDBw9WgGQPHx+fdPdTRm2mZfz48Uq5cuV0+2PatGlKrVq1Mr1+ZttN65xo2bKlMnbsWGX8+PGKnZ2d4uzsrPzyyy9KRESEMmTIEMXa2lopV66csnfv3iy1nXIfuru769rLzvtFTuJ8VU7PkYzOwfT+dzJTd1rvQ+m9d2TmfSGr570QQryOXIoshMiyzZs3U7lyZSpVqsSAAQP47bffUP5/HDpTU1MGDRrE6tWrda8BbNmyhcTERPr27UtQUBD//vsvY8aMSXNQHZVKlWb7WV1/zZo1aDQaTp06xc8//wzA559/zl9//cWaNWu4fPky5cuXp2PHjrr7ITNrzZo1WFlZce7cOebMmcO3337LgQMHdMsnTpzIsWPH+Pvvv/n33385evQoly9fzlIbaW1DWq9HRkbyySefcPHiRQ4dOoRaraZnz55otdpsx5RRnZnZH1988QU//PADU6dO5ebNm2zYsIHixYvr1p01axZr167l559/5saNG0yYMIEBAwZw7NixLO0rOzu7ZD2z8+bNo0+fPlStWjXZ6/Pnz2fo0KHJeph27txJt27ddP8/ly5dwtLSkr59+3Lnzh3dJcszZsygfv36FCtWDBcXF0qUKAEk9fAOGTKENm3aMHDgwCzF/Z+M9vXChQtp0qSJ7tJdPz8/3eXO+hQXF8e6desYNmxYsvPp3r17uLq6UrZsWfr378/jx4/13var1qxZg5OTE+fPn2fcuHGMGjWK3r1707RpUy5fvkyHDh0YOHBglm4/WLhwId9++y1ubm74+flx4cKFZO1l5/1CH3Hq4xxJ7xxM738ns3W/7n0oI+nFpK/zXgghpMdWCJFlTZs2VRYsWKAoSlIPrZOTk3LkyBHd8lu3bilAstfeeOMNZcCAAYqiKMrZs2cVQNm2bVuyeh0dHRUrKyvFyspK+fzzz9NsPyvrt2zZUqlTp06ychEREYqZmZmyfv163WtxcXGKq6urMmfOHN1rmemxbd68ebLlDRo0UCZNmqQoSlIvtUajUTZv3qxbHhQUpBQpUiTLPbYptyG911N68eKFAiheXl6ZjimjXuVX63x1nbT2R1hYmGJubq6sXLnytfXFxMQolpaWyunTp5O9/v777yt9+/ZNM47Xxbly5UrFyclJURRFCQgIUIoUKaJcvXpVWb16ta6X6fjx44parVbu3buXbN0KFSoou3fv1j3/7LPPlMaNGytarVaxtrZWrl69qty9e1extrZW7t69qwwePFjp0qWLrvyJEycUlUql1KpVS/e4du1asjbIYu9pWvs6veOTUlbbVBRF+fPPPxUTExPl2bNnutf27t2rbN68Wbl69aqyf/9+pUmTJkrp0qWVsLCwHLWbXo/tq/9TCQkJipWVlTJw4EDda35+fgqgnDlzJkttz58/X9dT+2p72Xm/yEmc/9HHOZLRe9J/ZVLu68zWndb7UEY9tmnFlN3zXgghXkfusRVCZMmdO3c4f/4827dvB5J6aPv06cOqVato1aoVAJUrV6Zp06b89ttvtGrVivv373PixInXDrDzqvPnz6PVaunfvz+xsbFZji2t9evVq5esnLe3N/Hx8TRr1kz3mpmZGQ0bNuTWrVtZarNmzZrJnpcoUYKAgABdO3FxcTRq1Ei33MHBgUqVKmWpDUi9Dem9fu/ePb7++mvOnTtH4P+1d7chTX1xHMC/m7kpTp2uSRqopBYNGyliLxz0YAZGpiAUBbFobzQoqKZlDxYEGUZlpQbFmBhk9CLJf70I7FUEiQ9pEmqoq2W+sGJqSyt1/V+Il24+3blZzL4fENrZvef+Oveeiz/PPed++iSM9NntdkxMTCwoprnq/HXRndnao6OjA9+/f0d6evqM9Xd3d2NkZAQZGRmi8h8/fiApKWnO2H7364htRUUFDAYD9Ho9enp6hPIrV64gOzsb8fHxwn4dHR3o7+8XxdjS0oLk5GTIZDLo9Xq0t7ejpqYG+fn5SEhIQHNzs2ihKoPBMG0U211S23qxWSwWZGZmCvPnASAzM1P4t16vx4YNGxATE4P79+/DZDItShy/XlN+fn7QaDRYt26dUDY1ojnV7zy10PuFp3F6q4/MdU+ajdS6Z7sPzWe2mLzZ74mImNgSkVssFgvGx8dFv+z+/PkTSqUS5eXlwqItJpMJhw4dQkVFBaxWK+Li4rBx40YAQHx8PGQyGbq6ukR1r1q1CgAQGBg4Zwzu7r/Qd4jK5XLR49QAMDY2Jvrs7+8v+iyTyTxObGYy2/9hpvKsrCzExMTg9u3biIqKgsvlQmJiomjlX3dJrXO29pjvnDqdTgDA48ePsXLlStF3SqXSrVjVajXGxsbgcDhw8+ZN3LlzBwAQEhKCoaEh9PT0oK6uDs+ePRPtV1dXh4yMDAQEBAhlLS0t2Lt3LwBg/fr1KCsrw/v371FTU4Nv376hs7Nz2sJRnlqM8+eud+/eob6+Hg8ePJhzO7VajdWrV6O7u3vRYpnpmvq1bOoxaW/1u4XeLzyN01t9ZCH3JKl1e7NtXC6XV/s9ERHn2BKRZOPj46iursbly5fR2toq/LS1tSEqKgo1NTXCtrt27YJcLsfdu3dRXV0tmqen0WiQkZGB8vJyfP361e04PN0/Li5OmCc2ZWxsDI2NjdDpdEKZVqsVvTZkeHgYNpvNreP4+/ujoaFBKHM4HHjz5o3bMUv1+fNndHV14fTp00hPT8fatWvhcDg8imm+OqVISEhAYGAgnj59OuP3Op0OSqUSdrsd8fHxoh9354+q1WoAwI0bN7BixQps27YNwORquUNDQygrK0Nqauq01XAfPnyI7Oxs4XNvby8GBweFxDUpKQlNTU0oKSlBcHAw2traMD4+vuBRrJlIbWuFQiFavdjbrFYrIiIipr3O63dOp1NYXXipknq/8NSf6iMzXTve7H/u+FvHJaKliSO2RCTZo0eP4HA4YDKZpr1OIzc3FxaLBXl5eQAAlUqF3bt3o6ioCMPDw9i/f79o+8rKSqSlpSElJQXnzp2DXq+HXC5HY2MjOjs7500WPNk/KCgI+fn5KCgoQHh4OKKjo1FaWoqRkRHR45RbtmxBVVUVsrKyoFarUVxcDD8/P8ntpVKpYDKZUFBQAI1Gg4iICJw6dQpy+eL9TTEsLAwajQa3bt1CZGQk7HY7Tpw44VFM89UpRUBAAI4fP47CwkIoFAqkpaXh48ePeP36NUwmE4KDg2E2m3HkyBG4XC4YDAYMDQ3h+fPnCAkJgdFolHysqcT26tWruHbtmlAeEhKCwcFBVFVVwWq1ivYZGBhAU1MT6urqhLLm5mYoFArh8V+j0YicnBxoNBoAk6O5Wq3Wq7+AS23r2NhYNDQ04O3bt1CpVAgPD592Dp1Op2gk1WazobW1VbjmAaC8vBy1tbWiZMrlcsFqtcJoNE57lY/ZbBZGlPv7+3H27Fn4+flhz549bh3Xl0i9X3jqT/WRma4db/Y/d/yt4xLR0sTElogks1gs2Lp164zviMzNzUVpaSlevXolzKcymUywWCzYvn276NFlYHIU5OXLl7hw4QKKiorQ19cHpVIJnU4Hs9mMgwcPzhmLp/tfvHgRLpcL+/btw5cvX5CSkoInT54gLCxM2KaoqAg2mw07duxAaGgozp8/79aILQBcunQJTqcTWVlZCA4OxrFjx0Qr83qbXC7HvXv3cPjwYSQmJmLNmjW4fv26MP95ITFJqVOKM2fOYNmyZSguLkZ/fz8iIyOFP4QAkysNa7ValJSUoLe3F2q1GsnJyTh58qRbx5lKbIOCgkQJV2hoKCYmJqDVakXzYgHgv//+Q2pqKpYvXy6UtbS0IDExUXiM0t/ff9r33p4HKLWtzWYzjEYjdDodRkdHYbPZEBsbK9qmqakJmzdvFj4fPXoUwGSCXlVVBQD49OkTenp6RPvV19fDbrfjwIED0+Lr6+sTVjbXarUwGAx48eIFtFqtW8f1NVLuF97wJ/rIbNeOt/qfu/7WcYlo6ZH9/H0CGRERkY/YtGmTMPfVEzt37oTBYEBhYaF3ApuDTCZDbW0tcnJyFv1YvsJb5/FXbGcion8L59gSEZFPq6yshEqlQnt7+4LrMBgMotHdxZCXlweVSrWox/Bl3jiPANuZiOhfxRFbIiLyWR8+fMDo6CgAIDo6GgqF4i9HNLuBgQEMDw8DmHzdyUJXmF2KvHke2c5ERP8mJrZERERERETk0/goMhEREREREfk0JrZERERERETk05jYEhERERERkU9jYktEREREREQ+jYktERERERER+TQmtkREREREROTTmNgSERERERGRT2NiS0RERERERD6NiS0RERERERH5NCa2RERERERE5NOY2BIREREREZFP+x+1fuZ4vluNRQAAAABJRU5ErkJggg==",
+      "text/plain": [
+       "<Figure size 1200x800 with 2 Axes>"
+      ]
+     },
+     "metadata": {},
+     "output_type": "display_data"
+    }
+   ],
+   "source": [
+    "# ground_irradiance = monthly_avgs.sel(distance=4)\n",
+    "ground_irradiance = dsi.sel(distance=4)\n",
+    "\n",
+    "# distances for this sim\n",
+    "distances_conf1 = (\n",
+    "    0.2502810919746036,\n",
+    "     0.7508432759238107,\n",
+    "     1.251405459873018,\n",
+    "     1.751967643822225,\n",
+    "     2.2525298277714323,\n",
+    "     2.753092011720639,\n",
+    "     3.2536541956698466,\n",
+    "     3.7542163796190535,\n",
+    "     4.2547785635682605,\n",
+    "     4.755340747517468\n",
+    ")\n",
+    "\n",
+    "# Compute the global min and max values across all months for consistent scaling\n",
+    "vmin = ground_irradiance.min().item()\n",
+    "vmax = ground_irradiance.max().item()\n",
+    "\n",
+    "# Set up the figure and axis with Cartopy projection\n",
+    "fig, ax = plt.subplots(figsize=(12, 8), subplot_kw={'projection': ccrs.PlateCarree()})\n",
+    "\n",
+    "# Add map features\n",
+    "ax.coastlines()\n",
+    "ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
+    "ax.add_feature(cfeature.LAND, edgecolor='black')\n",
+    "ax.add_feature(cfeature.LAKES, alpha=0.5)\n",
+    "ax.add_feature(cfeature.RIVERS, color='blue')\n",
+    "\n",
+    "# Set up the title\n",
+    "title = ax.set_title(\"\", fontsize=16)\n",
+    "\n",
+    "# Add an initial dummy plot to create a colorbar\n",
+    "dummy_mesh = ax.pcolormesh(\n",
+    "    ground_irradiance.longitude,\n",
+    "    ground_irradiance.latitude,\n",
+    "    ground_irradiance.isel(month=0),\n",
+    "    transform=ccrs.PlateCarree(),\n",
+    "    cmap=\"viridis\",\n",
+    "    vmin=vmin,\n",
+    "    vmax=vmax\n",
+    ")\n",
+    "\n",
+    "# Add a colorbar\n",
+    "cbar = plt.colorbar(dummy_mesh, ax=ax, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
+    "cbar.set_label(\"AVG Ground Irradiance [$W/M^2$] at 1.751 [m] from centerline\")\n",
+    "\n",
+    "# Remove the dummy mesh\n",
+    "dummy_mesh.remove()\n",
+    "\n",
+    "# Initialize the first plot\n",
+    "mesh = None\n",
+    "\n",
+    "# Function to update the plot for each frame (month)\n",
+    "def update(month):\n",
+    "    global mesh\n",
+    "    if mesh:\n",
+    "        mesh.remove()  # Remove the previous mesh\n",
+    "    # Select the data for the current month\n",
+    "    month_data = ground_irradiance.sel(month=month)\n",
+    "    # Plot the data\n",
+    "    mesh = ax.pcolormesh(\n",
+    "        month_data.longitude,\n",
+    "        month_data.latitude,\n",
+    "        month_data,\n",
+    "        transform=ccrs.PlateCarree(),\n",
+    "        cmap=\"viridis\",\n",
+    "        shading=\"auto\",\n",
+    "        vmin=vmin,  # Fixed minimum value for the color scale\n",
+    "        vmax=vmax   # Fixed maximum value for the color scale\n",
+    "    )\n",
+    "    # Update the title\n",
+    "    title.set_text(f\"Ground Irradiance (Month: {month})\")\n",
+    "    return mesh, title\n",
+    "\n",
+    "# Create the animation\n",
+    "anim = FuncAnimation(\n",
+    "    fig, update, frames=range(1, 13), interval=1000, blit=False\n",
+    ")\n",
+    "\n",
+    "# Save the animation as a GIF\n",
+    "anim.save(\"ground_irradiance_with_colorbar.gif\", writer=\"pillow\", fps=1)\n",
+    "\n",
+    "# Display the animation (optional)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1ecc7024-34bd-460f-a3cd-fc41d98c5db5",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "rpp",
+   "language": "python",
+   "name": "rpp"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.14"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/scripts/pysam_america.ipynb b/scripts/pysam_america.ipynb
deleted file mode 100644
index 5752a74a..00000000
--- a/scripts/pysam_america.ipynb
+++ /dev/null
@@ -1,377 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pvdeg\n",
-    "from pvdeg.geospatial import output_template\n",
-    "import matplotlib.pyplot as plt\n",
-    "import seaborn as sns\n",
-    "import numpy as np\n",
-    "\n",
-    "import pandas as pd\n",
-    "import xarray as xr\n",
-    "import dask.array as da\n",
-    "import pickle"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
-    "\n",
-    "locationGetter.addLocation(country=\"United States\", downsample_factor=80)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "locationGetter.plot_coords()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "geo_weather, geo_meta = locationGetter.geospatial_data()\n",
-    "\n",
-    "geo_meta = geo_meta[geo_meta['state'] != \"Alaska\"]\n",
-    "geo_weather = geo_weather.sel(gid=geo_meta.index)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "shapes = {\n",
-    "    \"annual_poa\" : (\"gid\",),\n",
-    "    \"ground_irradiance\" : (\"gid\", \"time\", \"distance\")\n",
-    "}\n",
-    "\n",
-    "template = pvdeg.geospatial.output_template(\n",
-    "    ds_gids = geo_weather,\n",
-    "    shapes = shapes,\n",
-    "    add_dims={\"distance\" : 10}, # this will autogenerate a range of length 10 for the coordinate axis\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pysam_fake_res = pvdeg.geospatial.analysis(\n",
-    "    weather_ds = geo_weather,\n",
-    "    meta_df = geo_meta,\n",
-    "    func = pvdeg.pysam.sample_pysam_result, # this doesnt actually calculate using pysam, returns duplicate saved pysam sim value each time it is called\n",
-    "    template = template,\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# this plot is not great because there are a lot of rows with zero values\n",
-    "# each line represents the temperature at a fixed distance over time.\n",
-    "plt.plot(pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "single_location_irradiance = pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]\n",
-    "\n",
-    "plt.figure(figsize=(6,18))\n",
-    "\n",
-    "plt.imshow(single_location_irradiance, aspect=\"auto\", cmap=\"viridis\", interpolation=\"nearest\")\n",
-    "plt.colorbar()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "nonzero_mask = np.any(single_location_irradiance != 0, axis=1).compute()\n",
-    "\n",
-    "nonzero_da = pysam_fake_res.isel(latitude=0, longitude=3)[\"ground_irradiance\"].isel(time=nonzero_mask)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "plt.figure(figsize=(10,6))\n",
-    "plt.scatter(np.arange(nonzero_da.sizes[\"time\"]), nonzero_da.time, s=0.1)"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "This appears to happen because the model only calculates given certain constraints. We take less calculations near the end of the year and more in the center. We can probably ignore this safely and simply take a monthly average."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "plt.figure(figsize=(6,18))\n",
-    "\n",
-    "plt.imshow(nonzero_da, aspect=\"auto\", cmap=\"viridis\", interpolation=\"nearest\")\n",
-    "plt.colorbar()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "nonzero_da"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "month_ground_irradiance = nonzero_da.groupby(nonzero_da.time.dt.month).mean()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# this plot does not have labels but each line represents the avg irradiance at a\n",
-    "# fixed distance from the array for each month\n",
-    "\n",
-    "plt.plot(month_ground_irradiance)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "weather_df = geo_weather.isel(gid=0).to_dataframe()\n",
-    "meta_dict = geo_meta.iloc[0].to_dict()\n",
-    "\n",
-    "# path to files\n",
-    "# 01 - 10\n",
-    "options = ['01', '02', '03', '04', '05', '06', '07', '08', '09', '10']\n",
-    "\n",
-    "config_dict = {\n",
-    "    option: f\"/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/{option}/{option}_pvsamv1.json\" for option in options\n",
-    "}\n",
-    "\n",
-    "config_dict"
-   ]
-  },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "We run two different configs out of the 10 provided. The annual POA appears the same for these configs but the ground irradiance values are different as shown below. The distance indicies are not the real indexes."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "config_files1={'pv' : config_dict['01']}\n",
-    "config_files2={'pv' : config_dict['02']}\n",
-    "\n",
-    "res1 = pvdeg.pysam.inspire_ground_irradiance(weather_df, meta_dict, config_files1) \n",
-    "res2 = pvdeg.pysam.inspire_ground_irradiance(weather_df, meta_dict, config_files2) \n",
-    "\n",
-    "ds1 = pvdeg.pysam._handle_pysam_return(res1)\n",
-    "ds2 = pvdeg.pysam._handle_pysam_return(res2)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ds1"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ds2"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "mask = np.any(ds1.ground_irradiance != 0, axis=1)\n",
-    "\n",
-    "nonzero = ds1.ground_irradiance.compute()[mask.compute()]\n",
-    "\n",
-    "nonzero.compute()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "mask = np.any(ds2.ground_irradiance != 0, axis=1)\n",
-    "\n",
-    "nonzero = ds2.ground_irradiance.compute()[mask.compute()]\n",
-    "\n",
-    "nonzero.compute()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "#####\n",
-    "\n",
-    "# the following cells were for sharing with silvana for the size of the xarray\n",
-    "# we were using 30 minute 2022 data (not tmy) so i sliced it to be the correct size of TMY data\n",
-    "\n",
-    "#####"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pickle\n",
-    "\n",
-    "sliced_data = pysam_fake_res.isel(latitude=0, longitude=3).isel(time=slice(8760))\n",
-    "\n",
-    "# Specify the file where the pickled data will be stored\n",
-    "pickle_file = \"sliced_data.pkl\"\n",
-    "\n",
-    "# Pickle the data\n",
-    "with open(pickle_file, \"wb\") as f:\n",
-    "    pickle.dump(sliced_data, f)\n",
-    "\n",
-    "print(f\"Data has been pickled and saved to {pickle_file}\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import xarray\n",
-    "import pickle\n",
-    "\n",
-    "with open(\"sliced_data.pkl\", \"rb\") as f:\n",
-    "    loaded_data = pickle.load(f)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "loaded_data.nbytes"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "loaded_data"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "deg",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.9.19"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/scripts/pysam_geospatial.ipynb b/scripts/pysam_geospatial.ipynb
deleted file mode 100644
index 143dd57d..00000000
--- a/scripts/pysam_geospatial.ipynb
+++ /dev/null
@@ -1,175 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pvdeg\n",
-    "from pvdeg.geospatial import output_template\n",
-    "import matplotlib.pyplot as plt\n",
-    "import seaborn as sns\n",
-    "import numpy as np\n",
-    "\n",
-    "import pandas as pd\n",
-    "import xarray as xr\n",
-    "import dask.array as da\n",
-    "import pickle\n",
-    "\n",
-    "from dask.distributed import LocalCluster, Client"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "workers = 8\n",
-    "\n",
-    "cluster = LocalCluster(\n",
-    "    n_workers=workers,\n",
-    "    processes=True, \n",
-    "    )\n",
-    "\n",
-    "client = Client(cluster)\n",
-    "\n",
-    "print(client.dashboard_link)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
-    "\n",
-    "locationGetter.addLocation(country=\"United States\", downsample_factor=40)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "locationGetter.plot_coords()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "geo_weather, geo_meta = locationGetter.geospatial_data()\n",
-    "\n",
-    "geo_meta = geo_meta[geo_meta['state'] != \"Alaska\"]\n",
-    "geo_weather = geo_weather.sel(gid=geo_meta.index)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "shapes = {\n",
-    "    \"annual_poa\" : (\"gid\",),\n",
-    "    \"ground_irradiance\" : (\"gid\", \"time\", \"distance\")\n",
-    "}\n",
-    "\n",
-    "template = pvdeg.geospatial.output_template(\n",
-    "    ds_gids = geo_weather,\n",
-    "    shapes = shapes,\n",
-    "    add_dims={\"distance\" : 10}, # this will autogenerate a range of length 10 for the coordinate axis\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pysam_tiny_res = pvdeg.geospatial.analysis(\n",
-    "    weather_ds = geo_weather,\n",
-    "    meta_df = geo_meta,\n",
-    "    func = pvdeg.pysam.inspire_ground_irradiance, \n",
-    "    template = template,\n",
-    "    config_files = {\"pv\" : '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json'}\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pysam_tiny_res.to_netcdf('downsample40-conf01-pysam-ground-irradiance.nc', engine='h5netcdf')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pysam_tiny_res"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = pvdeg.pysam.inspire_ground_irradiance(\n",
-    "    geo_weather.isel(gid=0).to_dataframe(),\n",
-    "    geo_meta.iloc[0].to_dict(),\n",
-    "    config_files = {\"pv\" : '/home/tford/dev/InSPIRE/Studies/USMap_Doubleday_2024/SAM/01/01_pvsamv1.json'}\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res.ground_irradiance[0][1:]"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "rpp",
-   "language": "python",
-   "name": "rpp"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.14"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 4
-}
diff --git a/scripts/pysam_wrangling.ipynb b/scripts/pysam_wrangling.ipynb
deleted file mode 100644
index bd3ba114..00000000
--- a/scripts/pysam_wrangling.ipynb
+++ /dev/null
@@ -1,1746 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 1,
-   "id": "418f5441-58af-40a8-b5d8-efa5234f9e04",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pvdeg\n",
-    "from pvdeg.geospatial import output_template\n",
-    "import matplotlib.pyplot as plt\n",
-    "import seaborn as sns\n",
-    "import numpy as np\n",
-    "import cartopy.crs as ccrs\n",
-    "import cartopy.feature as cfeature\n",
-    "\n",
-    "import pandas as pd\n",
-    "import xarray as xr\n",
-    "import dask.array as da\n",
-    "import pickle\n",
-    "\n",
-    "from dask.distributed import LocalCluster, Client"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "2c571466-9b8f-4b82-b027-0dfb1b77fd3d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# geospatial scenario with downsample factor 120\n",
-    "tiny_res = xr.open_dataset(\"tiny-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
-    "\n",
-    "tiny_res"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3d648297",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "tiny_res"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "d08c8138",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "plt.plot(tiny_res.isel(latitude=0, longitude=2).ground_irradiance)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "c90afdea-0a28-45f4-96af-59fa51288765",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pvdeg.geospatial.plot_sparse_analysis(tiny_res, 'annual_poa', 'nearest')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "40f7ff57-a8f2-43a0-b59b-0ee6099898d1",
-   "metadata": {},
-   "outputs": [
-    {
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-       "  font-weight: 500;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary > span {\n",
-       "  display: inline-block;\n",
-       "  padding-left: 0.5em;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label {\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in + label:before {\n",
-       "  display: inline-block;\n",
-       "  content: '►';\n",
-       "  font-size: 11px;\n",
-       "  width: 15px;\n",
-       "  text-align: center;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label:before {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label:before {\n",
-       "  content: '▼';\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label > span {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary,\n",
-       ".xr-section-inline-details {\n",
-       "  padding-top: 4px;\n",
-       "  padding-bottom: 4px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-inline-details {\n",
-       "  grid-column: 2 / -1;\n",
-       "}\n",
-       "\n",
-       ".xr-section-details {\n",
-       "  display: none;\n",
-       "  grid-column: 1 / -1;\n",
-       "  margin-bottom: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 45MB\n",
-       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
-       "    annual_poa         (latitude, longitude) float64 256B ...</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-0c623f3e-8c15-441d-adf8-5adcf49a8984' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-0c623f3e-8c15-441d-adf8-5adcf49a8984' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 4</li><li><span class='xr-has-index'>longitude</span>: 8</li><li><span class='xr-has-index'>time</span>: 17520</li><li><span class='xr-has-index'>distance</span>: 10</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-3db56574-54cb-44a1-8d24-af004419d1c4' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3db56574-54cb-44a1-8d24-af004419d1c4' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>28.13 34.53 40.93 47.33</div><input id='attrs-842ad7e2-cb2e-456f-8c9a-4d95f9361d05' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-842ad7e2-cb2e-456f-8c9a-4d95f9361d05' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d9d3b8a1-0280-458e-922c-cd1107f5c0e2' class='xr-var-data-in' type='checkbox'><label for='data-d9d3b8a1-0280-458e-922c-cd1107f5c0e2' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([28.13, 34.53, 40.93, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-119.1 -112.7 ... -80.74 -74.34</div><input id='attrs-05a6f9f6-8c64-4b1a-83ac-4e800cbb218e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-05a6f9f6-8c64-4b1a-83ac-4e800cbb218e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a84847e9-83fd-471c-bf48-1f19a1d7e414' class='xr-var-data-in' type='checkbox'><label for='data-a84847e9-83fd-471c-bf48-1f19a1d7e414' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-119.14, -112.74, -106.34,  -99.94,  -93.54,  -87.14,  -80.74,  -74.34],\n",
-       "      dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-8b8774de-25da-4293-acb4-9128eaa93c7d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-8b8774de-25da-4293-acb4-9128eaa93c7d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-63a07642-6e85-4c3f-8ba3-c02328935480' class='xr-var-data-in' type='checkbox'><label for='data-63a07642-6e85-4c3f-8ba3-c02328935480' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-6a97be6e-ea42-4352-a56b-a9348e8d4689' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6a97be6e-ea42-4352-a56b-a9348e8d4689' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-27aa97f8-7bbd-48c1-bff8-8117d585ea57' class='xr-var-data-in' type='checkbox'><label for='data-27aa97f8-7bbd-48c1-bff8-8117d585ea57' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c6e914d4-c5f6-4723-8d28-108c6b117e34' class='xr-section-summary-in' type='checkbox'  checked><label for='section-c6e914d4-c5f6-4723-8d28-108c6b117e34' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>ground_irradiance</span></div><div class='xr-var-dims'>(time, distance, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-0cca6622-e5e8-42dc-b336-6b4e039dfd65' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0cca6622-e5e8-42dc-b336-6b4e039dfd65' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-99b86fd0-685d-4244-82e6-ffed7ddb08b9' class='xr-var-data-in' type='checkbox'><label for='data-99b86fd0-685d-4244-82e6-ffed7ddb08b9' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[5606400 values with dtype=float64]</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>annual_poa</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>...</div><input id='attrs-d21ca5b8-a521-4450-8931-c47cfd1f82a0' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d21ca5b8-a521-4450-8931-c47cfd1f82a0' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-3f34157d-1546-40cb-ae53-1b171e2e6c3c' class='xr-var-data-in' type='checkbox'><label for='data-3f34157d-1546-40cb-ae53-1b171e2e6c3c' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>[32 values with dtype=float64]</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a6e2b15d-0a10-4db7-bc23-ea101e51a1d0' class='xr-section-summary-in' type='checkbox'  ><label for='section-a6e2b15d-0a10-4db7-bc23-ea101e51a1d0' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-851f6c16-5891-44ae-afe1-dd0fda38015e' class='xr-index-data-in' type='checkbox'/><label for='index-851f6c16-5891-44ae-afe1-dd0fda38015e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([28.1299991607666, 34.529998779296875, 40.93000030517578,\n",
-       "       47.33000183105469],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-96b4bf85-515f-491e-b985-5e794e7b48d2' class='xr-index-data-in' type='checkbox'/><label for='index-96b4bf85-515f-491e-b985-5e794e7b48d2' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-119.13999938964844, -112.73999786376953, -106.33999633789062,\n",
-       "        -99.94000244140625,  -93.54000091552734,  -87.13999938964844,\n",
-       "        -80.73999786376953,  -74.33999633789062],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-4c5a1cbf-84ac-427f-b5c5-37538d90ee5f' class='xr-index-data-in' type='checkbox'/><label for='index-4c5a1cbf-84ac-427f-b5c5-37538d90ee5f' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-ae74bee8-37af-4304-ae5c-5ecc8e257ce6' class='xr-index-data-in' type='checkbox'/><label for='index-ae74bee8-37af-4304-ae5c-5ecc8e257ce6' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-ddbaf001-3992-4c03-814a-687301c562e3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-ddbaf001-3992-4c03-814a-687301c562e3' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 45MB\n",
-       "Dimensions:            (latitude: 4, longitude: 8, time: 17520, distance: 10)\n",
-       "Coordinates:\n",
-       "  * latitude           (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-       "  * longitude          (longitude) float32 32B -119.1 -112.7 ... -80.74 -74.34\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "  * distance           (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "Data variables:\n",
-       "    ground_irradiance  (time, distance, latitude, longitude) float64 45MB ...\n",
-       "    annual_poa         (latitude, longitude) float64 256B ..."
-      ]
-     },
-     "execution_count": 2,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "# geospatial scenarion with downsample factor 80\n",
-    "# this fails to capture a lot of information still, it is only 23 points\n",
-    "medium_res = xr.open_dataset(\"medium-pysam-ground-irradiance.nc\", engine='h5netcdf')\n",
-    "\n",
-    "medium_res"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "da92f0ce-9120-405b-bbbb-38741721c3b5",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "pvdeg.geospatial.plot_sparse_analysis(medium_res, 'annual_poa', 'nearest')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "de82ccdf-50a5-47c0-b753-e8f92cf484b0",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "[<matplotlib.lines.Line2D at 0x7fa608f6fdf0>,\n",
-       " <matplotlib.lines.Line2D at 0x7fa609027280>,\n",
-       " <matplotlib.lines.Line2D at 0x7f99fb655ff0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f99fb553340>,\n",
-       " <matplotlib.lines.Line2D at 0x7f99fb553430>,\n",
-       " <matplotlib.lines.Line2D at 0x7f99fb553520>,\n",
-       " <matplotlib.lines.Line2D at 0x7f99fb553610>,\n",
-       " <matplotlib.lines.Line2D at 0x7f99fb553700>,\n",
-       " <matplotlib.lines.Line2D at 0x7f99fb5537f0>,\n",
-       " <matplotlib.lines.Line2D at 0x7f99fb5538e0>]"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 640x480 with 1 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "plt.plot(medium_res.isel(latitude=0, longitude=0)[\"ground_irradiance\"])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 5,
-   "id": "67580a53-b5b3-4b5b-8da7-9ce4a9efe955",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "nonzero_mask = (medium_res[\"ground_irradiance\"] != 0).any(dim=\"distance\")\n",
-    "\n",
-    "filtered_data = medium_res[\"ground_irradiance\"].where(nonzero_mask, drop=True)\n",
-    "\n",
-    "monthly_avg_ground_irradiance = filtered_data.groupby(filtered_data.time.dt.month).mean()\n",
-    "\n"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 6,
-   "id": "cb791439",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<xarray.DataArray 'ground_irradiance' (month: 12, distance: 10, latitude: 4,\n",
-      "                                       longitude: 8)> Size: 31kB\n",
-      "array([[[[         nan,          nan,          nan, ...,          nan,\n",
-      "          251.39039332,          nan],\n",
-      "         [ 58.11468011, 135.50811653, 130.04334361, ..., 133.85232808,\n",
-      "          181.60070609,          nan],\n",
-      "         [ 24.4110864 ,  33.46128267,  51.87048449, ...,  90.97590087,\n",
-      "          107.67174537, 131.8752547 ],\n",
-      "         [  8.26424536,  22.79696518,  19.23474817, ...,  24.92301527,\n",
-      "                   nan,          nan]],\n",
-      "\n",
-      "        [[         nan,          nan,          nan, ...,          nan,\n",
-      "          103.76320269,          nan],\n",
-      "         [ 55.77057148, 115.69480471, 112.8438219 , ...,  99.32727088,\n",
-      "          120.38113996,          nan],\n",
-      "         [ 22.53734324,  31.22800764,  51.19419846, ...,  86.67066136,\n",
-      "           96.55777299, 120.14957928],\n",
-      "         [  7.38388653,  22.51238988,  18.32837128, ...,  21.68954543,\n",
-      "                   nan,          nan]],\n",
-      "\n",
-      "        [[         nan,          nan,          nan, ...,          nan,\n",
-      "           42.57529255,          nan],\n",
-      "...\n",
-      "         [ 12.333173  ,  28.41159403,  22.87259253, ...,  27.3881325 ,\n",
-      "                   nan,          nan]],\n",
-      "\n",
-      "        [[         nan,          nan,          nan, ...,          nan,\n",
-      "          248.19258977,          nan],\n",
-      "         [ 42.87367917,  88.80021582, 106.52643991, ..., 113.11738056,\n",
-      "          164.02841003,          nan],\n",
-      "         [ 24.38907928,  40.30138706,  54.3540074 , ...,  52.7384575 ,\n",
-      "           77.66398026, 108.71171791],\n",
-      "         [ 12.03743894,  27.73215436,  22.3266134 , ...,  26.7337941 ,\n",
-      "                   nan,          nan]],\n",
-      "\n",
-      "        [[         nan,          nan,          nan, ...,          nan,\n",
-      "          245.29237797,          nan],\n",
-      "         [ 43.48132746,  88.60786711, 103.92382316, ..., 113.43129613,\n",
-      "          161.74577644,          nan],\n",
-      "         [ 20.04100436,  34.44959505,  47.99611584, ...,  52.2727773 ,\n",
-      "           77.46978657, 114.82469067],\n",
-      "         [  9.83042264,  22.66160408,  18.25205791, ...,  21.96490808,\n",
-      "                   nan,          nan]]]])\n",
-      "Coordinates:\n",
-      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
-      "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(monthly_avg_ground_irradiance)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 7,
-   "id": "365df99d",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ground_irradiance_4th_index = monthly_avg_ground_irradiance.sel(distance=4)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 8,
-   "id": "d79b185a",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "<xarray.DataArray 'ground_irradiance' (month: 12, latitude: 4, longitude: 8)> Size: 3kB\n",
-      "array([[[         nan,          nan,          nan,  55.55454222,\n",
-      "                  nan,          nan,  54.30759401,          nan],\n",
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-      "          47.39860878,  39.10015323,          nan,          nan]],\n",
-      "\n",
-      "       [[         nan,          nan,          nan, 104.8980246 ,\n",
-      "                  nan,          nan, 155.29302898,          nan],\n",
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-      "          49.57519075,  53.01782325,  67.4399442 ,          nan],\n",
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-      "        [ 36.28722966,  46.43342067,  43.50432716,  62.83279925,\n",
-      "          60.6334192 ,  53.1093523 ,          nan,          nan]],\n",
-      "\n",
-      "       [[         nan,          nan,          nan, 348.21173935,\n",
-      "                  nan,          nan, 378.74006794,          nan],\n",
-      "...\n",
-      "        [ 38.29083014,  37.54177384,  39.04654308,  53.44733554,\n",
-      "          56.17393716,  63.47109262,          nan,          nan]],\n",
-      "\n",
-      "       [[         nan,          nan,          nan,  50.67159834,\n",
-      "                  nan,          nan,  76.8608843 ,          nan],\n",
-      "        [ 34.86013943,  34.68086615,  40.94334403,  48.2680945 ,\n",
-      "          45.57431594,  45.95696384,  53.67188758,          nan],\n",
-      "        [ 41.21827863,  53.5286527 ,  47.62802565,  49.86548579,\n",
-      "          47.2155504 ,  42.41094187,  48.98625946,  46.93656222],\n",
-      "        [ 26.93523979,  31.05764138,  27.01988711,  34.65464139,\n",
-      "          40.5100063 ,  41.67008131,          nan,          nan]],\n",
-      "\n",
-      "       [[         nan,          nan,          nan,  47.10179432,\n",
-      "                  nan,          nan,  66.80519706,          nan],\n",
-      "        [ 27.96973337,  28.58968181,  33.16463003,  50.27248172,\n",
-      "          46.83395599,  47.73322266,  51.28955115,          nan],\n",
-      "        [ 22.58342063,  34.84724638,  46.73696187,  41.06061184,\n",
-      "          44.12415287,  32.52202571,  41.72006111,  38.7341562 ],\n",
-      "        [ 10.55177385,  26.54350573,  21.51469669,  36.23303271,\n",
-      "          26.80682775,  24.15405281,          nan,          nan]]])\n",
-      "Coordinates:\n",
-      "  * latitude   (latitude) float32 16B 28.13 34.53 40.93 47.33\n",
-      "  * longitude  (longitude) float32 32B -119.1 -112.7 -106.3 ... -80.74 -74.34\n",
-      "    distance   int64 8B 4\n",
-      "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12\n"
-     ]
-    }
-   ],
-   "source": [
-    "print(ground_irradiance_4th_index)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "230ea6c3",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "ground_irradiance = ground_irradiance_4th_index\n",
-    "\n",
-    "mean_irradiance = ground_irradiance.mean(dim=\"month\")\n",
-    "\n",
-    "# Create the map\n",
-    "fig, ax = plt.subplots(subplot_kw={'projection': ccrs.PlateCarree()}, figsize=(12, 8))\n",
-    "\n",
-    "# Plot data\n",
-    "mesh = ax.pcolormesh(\n",
-    "    mean_irradiance.longitude,\n",
-    "    mean_irradiance.latitude,\n",
-    "    mean_irradiance,\n",
-    "    transform=ccrs.PlateCarree(),\n",
-    "    cmap=\"viridis\",\n",
-    "    shading=\"auto\"\n",
-    ")\n",
-    "\n",
-    "# Add map features\n",
-    "ax.coastlines()\n",
-    "ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
-    "ax.add_feature(cfeature.LAND, edgecolor='black')\n",
-    "ax.add_feature(cfeature.LAKES, edgecolor='blue')\n",
-    "ax.add_feature(cfeature.RIVERS)\n",
-    "\n",
-    "# Add colorbar\n",
-    "cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
-    "cbar.set_label(\"Mean Ground Irradiance\")\n",
-    "\n",
-    "# Add title\n",
-    "plt.title(\"Mean Ground Irradiance Across Locations\", fontsize=16)\n",
-    "\n",
-    "# Show the plot\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 29,
-   "id": "81b980ee",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "# unform downsample (40) with 81 points.\n",
-    "medium_res = xr.open_dataset(\"downsample40-conf01-pysam-ground-irradiance.nc\", engine='h5netcdf')"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 30,
-   "id": "c18e6581-a0b7-495a-834c-d3037287bd64",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "190759028"
-      ]
-     },
-     "execution_count": 30,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "medium_res.nbytes"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 31,
-   "id": "dd2e927a-4a52-4a8d-af2c-93e4ad38b25a",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "monthly_avgs = pvdeg.pysam.ground_irradiance_monthly(medium_res)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 32,
-   "id": "e0320823-05a6-4f7e-96a3-8a412ab9f462",
-   "metadata": {},
-   "outputs": [
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-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.DataArray &#x27;ground_irradiance&#x27; (month: 12, distance: 10, latitude: 8,\n",
-       "                                       longitude: 17)&gt; Size: 131kB\n",
-       "array([[[[         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         ...,\n",
-       "         [ 10.41962366,  17.82948461,  11.73724099, ...,  82.28686289,\n",
-       "           77.10985046,          nan],\n",
-       "         [  9.50345957,   9.27590903,  20.44108019, ...,          nan,\n",
-       "           66.06530518,  69.03198783],\n",
-       "         [  7.70186367,   7.26903473,   7.88108233, ...,          nan,\n",
-       "                   nan,          nan]],\n",
-       "\n",
-       "        [[         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "...\n",
-       "         [  8.97576756,  12.82691854,  13.06751631, ...,  29.40779764,\n",
-       "           34.2868798 ,          nan],\n",
-       "         [  9.09025682,   8.47786849,  22.07300481, ...,          nan,\n",
-       "           25.07068585,  32.58895902],\n",
-       "         [  2.84022597,   6.25347221,   3.15414737, ...,          nan,\n",
-       "                   nan,          nan]],\n",
-       "\n",
-       "        [[         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         ...,\n",
-       "         [  7.60753284,  10.85365448,  11.06343892, ...,  38.44336481,\n",
-       "           43.25931485,          nan],\n",
-       "         [  7.6539358 ,   7.16639784,  18.66742741, ...,          nan,\n",
-       "           29.44235931,  40.23465042],\n",
-       "         [  2.39546432,   5.25751369,   2.65834079, ...,          nan,\n",
-       "                   nan,          nan]]]])\n",
-       "Coordinates:\n",
-       "  * latitude   (latitude) float32 32B 24.85 28.13 31.33 ... 40.93 44.13 47.33\n",
-       "  * longitude  (longitude) float32 68B -122.3 -119.1 -115.9 ... -74.34 -71.14\n",
-       "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.DataArray</div><div class='xr-array-name'>'ground_irradiance'</div><ul class='xr-dim-list'><li><span class='xr-has-index'>month</span>: 12</li><li><span class='xr-has-index'>distance</span>: 10</li><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 17</li></ul></div><ul class='xr-sections'><li class='xr-section-item'><div class='xr-array-wrap'><input id='section-3650d59b-1a25-4e50-a181-39b1b0443f58' class='xr-array-in' type='checkbox' checked><label for='section-3650d59b-1a25-4e50-a181-39b1b0443f58' title='Show/hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-array-preview xr-preview'><span>nan nan nan nan nan nan nan nan ... 13.62 12.23 nan nan nan nan nan</span></div><div class='xr-array-data'><pre>array([[[[         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         ...,\n",
-       "         [ 10.41962366,  17.82948461,  11.73724099, ...,  82.28686289,\n",
-       "           77.10985046,          nan],\n",
-       "         [  9.50345957,   9.27590903,  20.44108019, ...,          nan,\n",
-       "           66.06530518,  69.03198783],\n",
-       "         [  7.70186367,   7.26903473,   7.88108233, ...,          nan,\n",
-       "                   nan,          nan]],\n",
-       "\n",
-       "        [[         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "...\n",
-       "         [  8.97576756,  12.82691854,  13.06751631, ...,  29.40779764,\n",
-       "           34.2868798 ,          nan],\n",
-       "         [  9.09025682,   8.47786849,  22.07300481, ...,          nan,\n",
-       "           25.07068585,  32.58895902],\n",
-       "         [  2.84022597,   6.25347221,   3.15414737, ...,          nan,\n",
-       "                   nan,          nan]],\n",
-       "\n",
-       "        [[         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         ...,\n",
-       "         [  7.60753284,  10.85365448,  11.06343892, ...,  38.44336481,\n",
-       "           43.25931485,          nan],\n",
-       "         [  7.6539358 ,   7.16639784,  18.66742741, ...,          nan,\n",
-       "           29.44235931,  40.23465042],\n",
-       "         [  2.39546432,   5.25751369,   2.65834079, ...,          nan,\n",
-       "                   nan,          nan]]]])</pre></div></div></li><li class='xr-section-item'><input id='section-71797ba1-da34-4d6b-8b2b-3c17c7e499ad' class='xr-section-summary-in' type='checkbox'  checked><label for='section-71797ba1-da34-4d6b-8b2b-3c17c7e499ad' class='xr-section-summary' >Coordinates: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>24.85 28.13 31.33 ... 44.13 47.33</div><input id='attrs-b8385a33-9e86-432f-a95a-f8daed09bf10' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b8385a33-9e86-432f-a95a-f8daed09bf10' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-5ff16cb8-b2e2-4ce7-870b-32c94393de1e' class='xr-var-data-in' type='checkbox'><label for='data-5ff16cb8-b2e2-4ce7-870b-32c94393de1e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([24.85, 28.13, 31.33, 34.53, 37.73, 40.93, 44.13, 47.33], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float32</div><div class='xr-var-preview xr-preview'>-122.3 -119.1 ... -74.34 -71.14</div><input id='attrs-dfebcdf7-88dd-47db-9b9d-aa9518ebae75' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-dfebcdf7-88dd-47db-9b9d-aa9518ebae75' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-a3f34c4f-e535-4837-a8d5-24b1fdfe925d' class='xr-var-data-in' type='checkbox'><label for='data-a3f34c4f-e535-4837-a8d5-24b1fdfe925d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-122.34, -119.14, -115.94, -112.74, -109.54, -106.34, -103.14,  -99.94,\n",
-       "        -96.74,  -93.54,  -90.34,  -87.14,  -83.94,  -80.74,  -77.54,  -74.34,\n",
-       "        -71.14], dtype=float32)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>distance</span></div><div class='xr-var-dims'>(distance)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>0 1 2 3 4 5 6 7 8 9</div><input id='attrs-9c3eaecb-566b-4a82-a5df-a4852cbf0c8b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-9c3eaecb-566b-4a82-a5df-a4852cbf0c8b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-d46e4a48-b299-4cd1-b9cd-f14d9bfabe5e' class='xr-var-data-in' type='checkbox'><label for='data-d46e4a48-b299-4cd1-b9cd-f14d9bfabe5e' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0, 1, 2, 3, 4, 5, 6, 7, 8, 9])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>month</span></div><div class='xr-var-dims'>(month)</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>1 2 3 4 5 6 7 8 9 10 11 12</div><input id='attrs-5bafc16d-ca96-4ab7-862a-ceabf2cfd471' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-5bafc16d-ca96-4ab7-862a-ceabf2cfd471' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-15c3e8f2-4490-4171-b2a9-3d9e7f98e145' class='xr-var-data-in' type='checkbox'><label for='data-15c3e8f2-4490-4171-b2a9-3d9e7f98e145' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-4def9f5d-31dd-4ca7-b413-6b575980c29c' class='xr-section-summary-in' type='checkbox'  ><label for='section-4def9f5d-31dd-4ca7-b413-6b575980c29c' class='xr-section-summary' >Indexes: <span>(4)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d868ba0a-6a55-4995-8b93-90ea4c3bddf1' class='xr-index-data-in' type='checkbox'/><label for='index-d868ba0a-6a55-4995-8b93-90ea4c3bddf1' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([24.850000381469727,   28.1299991607666, 31.329999923706055,\n",
-       "       34.529998779296875,  37.72999954223633,  40.93000030517578,\n",
-       "       44.130001068115234,  47.33000183105469],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-7050999f-82de-4abc-9054-86d1463b3724' class='xr-index-data-in' type='checkbox'/><label for='index-7050999f-82de-4abc-9054-86d1463b3724' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-122.33999633789062, -119.13999938964844, -115.94000244140625,\n",
-       "       -112.73999786376953, -109.54000091552734, -106.33999633789062,\n",
-       "       -103.13999938964844,  -99.94000244140625,  -96.73999786376953,\n",
-       "        -93.54000091552734,  -90.33999633789062,  -87.13999938964844,\n",
-       "        -83.94000244140625,  -80.73999786376953,  -77.54000091552734,\n",
-       "        -74.33999633789062,  -71.13999938964844],\n",
-       "      dtype=&#x27;float32&#x27;, name=&#x27;longitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>distance</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-d8da07fd-3eff-4aa3-b4bc-73682f93317e' class='xr-index-data-in' type='checkbox'/><label for='index-d8da07fd-3eff-4aa3-b4bc-73682f93317e' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([0, 1, 2, 3, 4, 5, 6, 7, 8, 9], dtype=&#x27;int64&#x27;, name=&#x27;distance&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>month</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-c775923e-dc28-4784-b26d-373511e70b84' class='xr-index-data-in' type='checkbox'/><label for='index-c775923e-dc28-4784-b26d-373511e70b84' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12], dtype=&#x27;int64&#x27;, name=&#x27;month&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a16273d9-7670-496a-9689-a3d7c0dcce46' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-a16273d9-7670-496a-9689-a3d7c0dcce46' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.DataArray 'ground_irradiance' (month: 12, distance: 10, latitude: 8,\n",
-       "                                       longitude: 17)> Size: 131kB\n",
-       "array([[[[         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         ...,\n",
-       "         [ 10.41962366,  17.82948461,  11.73724099, ...,  82.28686289,\n",
-       "           77.10985046,          nan],\n",
-       "         [  9.50345957,   9.27590903,  20.44108019, ...,          nan,\n",
-       "           66.06530518,  69.03198783],\n",
-       "         [  7.70186367,   7.26903473,   7.88108233, ...,          nan,\n",
-       "                   nan,          nan]],\n",
-       "\n",
-       "        [[         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "...\n",
-       "         [  8.97576756,  12.82691854,  13.06751631, ...,  29.40779764,\n",
-       "           34.2868798 ,          nan],\n",
-       "         [  9.09025682,   8.47786849,  22.07300481, ...,          nan,\n",
-       "           25.07068585,  32.58895902],\n",
-       "         [  2.84022597,   6.25347221,   3.15414737, ...,          nan,\n",
-       "                   nan,          nan]],\n",
-       "\n",
-       "        [[         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         [         nan,          nan,          nan, ...,          nan,\n",
-       "                   nan,          nan],\n",
-       "         ...,\n",
-       "         [  7.60753284,  10.85365448,  11.06343892, ...,  38.44336481,\n",
-       "           43.25931485,          nan],\n",
-       "         [  7.6539358 ,   7.16639784,  18.66742741, ...,          nan,\n",
-       "           29.44235931,  40.23465042],\n",
-       "         [  2.39546432,   5.25751369,   2.65834079, ...,          nan,\n",
-       "                   nan,          nan]]]])\n",
-       "Coordinates:\n",
-       "  * latitude   (latitude) float32 32B 24.85 28.13 31.33 ... 40.93 44.13 47.33\n",
-       "  * longitude  (longitude) float32 68B -122.3 -119.1 -115.9 ... -74.34 -71.14\n",
-       "  * distance   (distance) int64 80B 0 1 2 3 4 5 6 7 8 9\n",
-       "  * month      (month) int64 96B 1 2 3 4 5 6 7 8 9 10 11 12"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "monthly_avgs"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "6f0b7df8-8350-4885-b011-407746e92426",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 3 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 4 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 5 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 6 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 7 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 8 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 9 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 10 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 11 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 12 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 13 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/tmp/ipykernel_3161697/4082187356.py:44: UserWarning: Adding colorbar to a different Figure <Figure size 1200x800 with 14 Axes> than <Figure size 1200x800 with 2 Axes> which fig.colorbar is called on.\n",
-      "  cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "ground_irradiance = monthly_avgs.sel(distance=4)\n",
-    "\n",
-    "# mean_irradiance = ground_irradiance.mean(dim=\"month\")\n",
-    "\n",
-    "# # Create the map\n",
-    "# fig, ax = plt.subplots(subplot_kw={'projection': ccrs.PlateCarree()}, figsize=(12, 8))\n",
-    "\n",
-    "# Plot data\n",
-    "# mesh = ax.pcolormesh(\n",
-    "#     mean_irradiance.longitude,\n",
-    "#     mean_irradiance.latitude,\n",
-    "#     mean_irradiance,\n",
-    "#     transform=ccrs.PlateCarree(),\n",
-    "#     cmap=\"viridis\",\n",
-    "#     shading=\"auto\"\n",
-    "# )\n",
-    "\n",
-    "for i in range(1, 13):\n",
-    "\n",
-    "    fig, ax = plt.subplots(figsize=(12, 8), subplot_kw={'projection': ccrs.PlateCarree()})\n",
-    "    \n",
-    "    ground_irradiance.sel(month=i).plot(\n",
-    "        ax=ax,\n",
-    "        transform=ccrs.PlateCarree(),  # Ensure data is plotted in the correct coordinate system\n",
-    "        cmap=\"viridis\",\n",
-    "        cbar_kwargs={\n",
-    "            \"orientation\": \"horizontal\",\n",
-    "            \"pad\": 0.05,\n",
-    "            \"aspect\": 50,\n",
-    "            \"label\": \"Ground Irradiance (January)\"\n",
-    "        }\n",
-    "    )\n",
-    "    \n",
-    "    # Add map features\n",
-    "    ax.coastlines()\n",
-    "    ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
-    "    ax.add_feature(cfeature.LAND, edgecolor='black')\n",
-    "    ax.add_feature(cfeature.LAKES, edgecolor='blue')\n",
-    "    ax.add_feature(cfeature.RIVERS)\n",
-    "    \n",
-    "    # Add colorbar\n",
-    "    cbar = plt.colorbar(mesh, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
-    "    cbar.set_label(\"Mean Ground Irradiance\")\n",
-    "    \n",
-    "    # Add title\n",
-    "    plt.title(\"Mean Ground Irradiance Across Locations\", fontsize=16)\n",
-    "    \n",
-    "    # Show the plot\n",
-    "    plt.show()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 36,
-   "id": "4c90ac13-074c-4128-be2e-6ca29cc03a2e",
-   "metadata": {},
-   "outputs": [
-    {
-     "name": "stderr",
-     "output_type": "stream",
-     "text": [
-      "/home/tford/.conda-envs/rpp/lib/python3.10/site-packages/cartopy/mpl/feature_artist.py:144: UserWarning: facecolor will have no effect as it has been defined as \"never\".\n",
-      "  warnings.warn('facecolor will have no effect as it has been '\n"
-     ]
-    },
-    {
-     "data": {
-      "image/png": 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",
-      "text/plain": [
-       "<Figure size 1200x800 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    }
-   ],
-   "source": [
-    "# distances for this sim\n",
-    "distances_conf1 = (\n",
-    "    0.2502810919746036,\n",
-    "     0.7508432759238107,\n",
-    "     1.251405459873018,\n",
-    "     1.751967643822225,\n",
-    "     2.2525298277714323,\n",
-    "     2.753092011720639,\n",
-    "     3.2536541956698466,\n",
-    "     3.7542163796190535,\n",
-    "     4.2547785635682605,\n",
-    "     4.755340747517468\n",
-    ")\n",
-    "\n",
-    "# Compute the global min and max values across all months for consistent scaling\n",
-    "vmin = ground_irradiance.min().item()\n",
-    "vmax = ground_irradiance.max().item()\n",
-    "\n",
-    "# Set up the figure and axis with Cartopy projection\n",
-    "fig, ax = plt.subplots(figsize=(12, 8), subplot_kw={'projection': ccrs.PlateCarree()})\n",
-    "\n",
-    "# Add map features\n",
-    "ax.coastlines()\n",
-    "ax.add_feature(cfeature.BORDERS, linestyle=':')\n",
-    "ax.add_feature(cfeature.LAND, edgecolor='black')\n",
-    "ax.add_feature(cfeature.LAKES, alpha=0.5)\n",
-    "ax.add_feature(cfeature.RIVERS, color='blue')\n",
-    "\n",
-    "# Set up the title\n",
-    "title = ax.set_title(\"\", fontsize=16)\n",
-    "\n",
-    "# Add an initial dummy plot to create a colorbar\n",
-    "dummy_mesh = ax.pcolormesh(\n",
-    "    ground_irradiance.longitude,\n",
-    "    ground_irradiance.latitude,\n",
-    "    ground_irradiance.isel(month=0),\n",
-    "    transform=ccrs.PlateCarree(),\n",
-    "    cmap=\"viridis\",\n",
-    "    vmin=vmin,\n",
-    "    vmax=vmax\n",
-    ")\n",
-    "\n",
-    "# Add a colorbar\n",
-    "cbar = plt.colorbar(dummy_mesh, ax=ax, orientation=\"horizontal\", pad=0.05, aspect=50)\n",
-    "cbar.set_label(\"AVG Ground Irradiance [$W/M^2$] at 1.751 [?]\")\n",
-    "\n",
-    "# Remove the dummy mesh\n",
-    "dummy_mesh.remove()\n",
-    "\n",
-    "# Initialize the first plot\n",
-    "mesh = None\n",
-    "\n",
-    "# Function to update the plot for each frame (month)\n",
-    "def update(month):\n",
-    "    global mesh\n",
-    "    if mesh:\n",
-    "        mesh.remove()  # Remove the previous mesh\n",
-    "    # Select the data for the current month\n",
-    "    month_data = ground_irradiance.sel(month=month)\n",
-    "    # Plot the data\n",
-    "    mesh = ax.pcolormesh(\n",
-    "        month_data.longitude,\n",
-    "        month_data.latitude,\n",
-    "        month_data,\n",
-    "        transform=ccrs.PlateCarree(),\n",
-    "        cmap=\"viridis\",\n",
-    "        shading=\"auto\",\n",
-    "        vmin=vmin,  # Fixed minimum value for the color scale\n",
-    "        vmax=vmax   # Fixed maximum value for the color scale\n",
-    "    )\n",
-    "    # Update the title\n",
-    "    title.set_text(f\"Ground Irradiance (Month: {month})\")\n",
-    "    return mesh, title\n",
-    "\n",
-    "# Create the animation\n",
-    "anim = FuncAnimation(\n",
-    "    fig, update, frames=range(1, 13), interval=1000, blit=False\n",
-    ")\n",
-    "\n",
-    "# Save the animation as a GIF\n",
-    "anim.save(\"ground_irradiance_with_colorbar.gif\", writer=\"pillow\", fps=1)\n",
-    "\n",
-    "# Display the animation (optional)\n",
-    "plt.show()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "1ecc7024-34bd-460f-a3cd-fc41d98c5db5",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "Python 3 (ipykernel)",
-   "language": "python",
-   "name": "python3"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.12.2"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/scripts/relief-plot.ipynb b/scripts/relief-plot.ipynb
new file mode 100644
index 00000000..ea80c735
--- /dev/null
+++ b/scripts/relief-plot.ipynb
@@ -0,0 +1,451 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "id": "1bc20e2a-e6b0-45fb-b708-c0391d3e6bae",
+   "metadata": {},
+   "outputs": [
+    {
+     "ename": "AttributeError",
+     "evalue": "`np.Inf` was removed in the NumPy 2.0 release. Use `np.inf` instead.",
+     "output_type": "error",
+     "traceback": [
+      "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+      "\u001b[0;31mAttributeError\u001b[0m                            Traceback (most recent call last)",
+      "Cell \u001b[0;32mIn[1], line 1\u001b[0m\n\u001b[0;32m----> 1\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvdeg\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpygmt\u001b[39;00m\n\u001b[1;32m      4\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mxarray\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mas\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mxr\u001b[39;00m\n",
+      "File \u001b[0;32m~/dev/PVDegradationTools/pvdeg/__init__.py:8\u001b[0m\n\u001b[1;32m      6\u001b[0m \u001b[38;5;66;03m# from . import cli\u001b[39;00m\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m collection\n\u001b[0;32m----> 8\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m degradation\n\u001b[1;32m      9\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m design\n\u001b[1;32m     10\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m fatigue\n",
+      "File \u001b[0;32m~/dev/PVDegradationTools/pvdeg/degradation.py:12\u001b[0m\n\u001b[1;32m      9\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mconcurrent\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mfutures\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m ProcessPoolExecutor, as_completed\n\u001b[1;32m     10\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mtyping\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m Union\n\u001b[0;32m---> 12\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m temperature\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m spectral\n\u001b[1;32m     14\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m weather\n",
+      "File \u001b[0;32m~/dev/PVDegradationTools/pvdeg/temperature.py:5\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;124;03mCollection of classes and functions to calculate different temperatures.\u001b[39;00m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m----> 5\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\n\u001b[1;32m      6\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvdeg\u001b[39;00m\n\u001b[1;32m      7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvdeg\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mdecorators\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m geospatial_quick_shape\n",
+      "File \u001b[0;32m~/.conda-envs/gmt/lib/python3.13/site-packages/pvlib/__init__.py:3\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mversion\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m __version__  \u001b[38;5;66;03m# noqa: F401\u001b[39;00m\n\u001b[0;32m----> 3\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m (  \u001b[38;5;66;03m# noqa: F401\u001b[39;00m\n\u001b[1;32m      4\u001b[0m     \u001b[38;5;66;03m# list spectrum first so it's available for atmosphere & pvsystem (GH 1628)\u001b[39;00m\n\u001b[1;32m      5\u001b[0m     spectrum,\n\u001b[1;32m      6\u001b[0m \n\u001b[1;32m      7\u001b[0m     atmosphere,\n\u001b[1;32m      8\u001b[0m     bifacial,\n\u001b[1;32m      9\u001b[0m     clearsky,\n\u001b[1;32m     10\u001b[0m     iam,\n\u001b[1;32m     11\u001b[0m     inverter,\n\u001b[1;32m     12\u001b[0m     iotools,\n\u001b[1;32m     13\u001b[0m     irradiance,\n\u001b[1;32m     14\u001b[0m     ivtools,\n\u001b[1;32m     15\u001b[0m     location,\n\u001b[1;32m     16\u001b[0m     modelchain,\n\u001b[1;32m     17\u001b[0m     pvsystem,\n\u001b[1;32m     18\u001b[0m     scaling,\n\u001b[1;32m     19\u001b[0m     shading,\n\u001b[1;32m     20\u001b[0m     singlediode,\n\u001b[1;32m     21\u001b[0m     snow,\n\u001b[1;32m     22\u001b[0m     soiling,\n\u001b[1;32m     23\u001b[0m     solarposition,\n\u001b[1;32m     24\u001b[0m     spa,\n\u001b[1;32m     25\u001b[0m     temperature,\n\u001b[1;32m     26\u001b[0m     tools,\n\u001b[1;32m     27\u001b[0m     tracking,\n\u001b[1;32m     28\u001b[0m )\n",
+      "File \u001b[0;32m~/.conda-envs/gmt/lib/python3.13/site-packages/pvlib/ivtools/__init__.py:7\u001b[0m\n\u001b[1;32m      1\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m      2\u001b[0m \u001b[38;5;124;03mThe ``ivtools`` module contains functions to fit the single diode equation\u001b[39;00m\n\u001b[1;32m      3\u001b[0m \u001b[38;5;124;03mand diode models.\u001b[39;00m\n\u001b[1;32m      4\u001b[0m \n\u001b[1;32m      5\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m----> 7\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mivtools\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m sde, sdm, utils  \u001b[38;5;66;03m# noqa: F401\u001b[39;00m\n",
+      "File \u001b[0;32m~/.conda-envs/gmt/lib/python3.13/site-packages/pvlib/ivtools/sdm.py:15\u001b[0m\n\u001b[1;32m     12\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mscipy\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m optimize\n\u001b[1;32m     13\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mscipy\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mspecial\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m lambertw\n\u001b[0;32m---> 15\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mpvsystem\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m calcparams_pvsyst, singlediode, v_from_i\n\u001b[1;32m     16\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01msinglediode\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m bishop88_mpp\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mivtools\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mutils\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m rectify_iv_curve, _numdiff\n",
+      "File \u001b[0;32m~/.conda-envs/gmt/lib/python3.13/site-packages/pvlib/pvsystem.py:22\u001b[0m\n\u001b[1;32m     18\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mtyping\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m Optional, Union\n\u001b[1;32m     20\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01m_deprecation\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m deprecated, warn_deprecated\n\u001b[0;32m---> 22\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m (atmosphere, iam, inverter, irradiance,\n\u001b[1;32m     23\u001b[0m                    singlediode \u001b[38;5;28;01mas\u001b[39;00m _singlediode, spectrum, temperature)\n\u001b[1;32m     24\u001b[0m \u001b[38;5;28;01mfrom\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtools\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mimport\u001b[39;00m _build_kwargs, _build_args\n\u001b[1;32m     25\u001b[0m \u001b[38;5;28;01mimport\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mpvlib\u001b[39;00m\u001b[38;5;21;01m.\u001b[39;00m\u001b[38;5;21;01mtools\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;28;01mas\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21;01mtools\u001b[39;00m\n",
+      "File \u001b[0;32m~/.conda-envs/gmt/lib/python3.13/site-packages/pvlib/singlediode.py:61\u001b[0m\n\u001b[1;32m     22\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m     23\u001b[0m \u001b[38;5;124;03m    Rough estimate of open circuit voltage useful for bounding searches for\u001b[39;00m\n\u001b[1;32m     24\u001b[0m \u001b[38;5;124;03m    ``i`` of ``v`` when using :func:`~pvlib.pvsystem.singlediode`.\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m     53\u001b[0m \u001b[38;5;124;03m    .. [1] http://www.pveducation.org/pvcdrom/open-circuit-voltage\u001b[39;00m\n\u001b[1;32m     54\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[1;32m     56\u001b[0m     \u001b[38;5;28;01mreturn\u001b[39;00m nNsVth \u001b[38;5;241m*\u001b[39m np\u001b[38;5;241m.\u001b[39mlog(np\u001b[38;5;241m.\u001b[39masarray(photocurrent) \u001b[38;5;241m/\u001b[39m saturation_current \u001b[38;5;241m+\u001b[39m \u001b[38;5;241m1.0\u001b[39m)\n\u001b[1;32m     59\u001b[0m \u001b[38;5;28;01mdef\u001b[39;00m\u001b[38;5;250m \u001b[39m\u001b[38;5;21mbishop88\u001b[39m(diode_voltage, photocurrent, saturation_current,\n\u001b[1;32m     60\u001b[0m              resistance_series, resistance_shunt, nNsVth, d2mutau\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0\u001b[39m,\n\u001b[0;32m---> 61\u001b[0m              NsVbi\u001b[38;5;241m=\u001b[39m\u001b[43mnp\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mInf\u001b[49m, breakdown_factor\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m0.\u001b[39m, breakdown_voltage\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m-\u001b[39m\u001b[38;5;241m5.5\u001b[39m,\n\u001b[1;32m     62\u001b[0m              breakdown_exp\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m3.28\u001b[39m, gradients\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mFalse\u001b[39;00m):\n\u001b[1;32m     63\u001b[0m \u001b[38;5;250m    \u001b[39m\u001b[38;5;124mr\u001b[39m\u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[1;32m     64\u001b[0m \u001b[38;5;124;03m    Explicit calculation of points on the IV curve described by the single\u001b[39;00m\n\u001b[1;32m     65\u001b[0m \u001b[38;5;124;03m    diode equation.  Values are calculated as described in [1]_.\u001b[39;00m\n\u001b[0;32m   (...)\u001b[0m\n\u001b[1;32m    156\u001b[0m \u001b[38;5;124;03m       :doi:`10.4229/25thEUPVSEC2010-4BV.1.114`\u001b[39;00m\n\u001b[1;32m    157\u001b[0m \u001b[38;5;124;03m    \"\"\"\u001b[39;00m\n\u001b[1;32m    158\u001b[0m     \u001b[38;5;66;03m# calculate recombination loss current where d2mutau > 0\u001b[39;00m\n",
+      "File \u001b[0;32m~/.conda-envs/gmt/lib/python3.13/site-packages/numpy/__init__.py:400\u001b[0m, in \u001b[0;36m__getattr__\u001b[0;34m(attr)\u001b[0m\n\u001b[1;32m    397\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(__former_attrs__[attr], name\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m)\n\u001b[1;32m    399\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m attr \u001b[38;5;129;01min\u001b[39;00m __expired_attributes__:\n\u001b[0;32m--> 400\u001b[0m     \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mAttributeError\u001b[39;00m(\n\u001b[1;32m    401\u001b[0m         \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m`np.\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mattr\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m` was removed in the NumPy 2.0 release. \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    402\u001b[0m         \u001b[38;5;124mf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00m__expired_attributes__[attr]\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m,\n\u001b[1;32m    403\u001b[0m         name\u001b[38;5;241m=\u001b[39m\u001b[38;5;28;01mNone\u001b[39;00m\n\u001b[1;32m    404\u001b[0m     )\n\u001b[1;32m    406\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m attr \u001b[38;5;241m==\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mchararray\u001b[39m\u001b[38;5;124m\"\u001b[39m:\n\u001b[1;32m    407\u001b[0m     warnings\u001b[38;5;241m.\u001b[39mwarn(\n\u001b[1;32m    408\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124m`np.chararray` is deprecated and will be removed from \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    409\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mthe main namespace in the future. Use an array with a string \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[1;32m    410\u001b[0m         \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mor bytes dtype instead.\u001b[39m\u001b[38;5;124m\"\u001b[39m, \u001b[38;5;167;01mDeprecationWarning\u001b[39;00m, stacklevel\u001b[38;5;241m=\u001b[39m\u001b[38;5;241m2\u001b[39m)\n",
+      "\u001b[0;31mAttributeError\u001b[0m: `np.Inf` was removed in the NumPy 2.0 release. Use `np.inf` instead."
+     ]
+    }
+   ],
+   "source": [
+    "import pvdeg\n",
+    "import pygmt\n",
+    "\n",
+    "import xarray as xr\n",
+    "import numpy as np\n",
+    "\n",
+    "from matplotlib.colors import LightSource\n",
+    "import matplotlib.pyplot as plt\n",
+    "import cartopy.crs as ccrs\n",
+    "import cartopy.feature as cfeature\n",
+    "from matplotlib.colors import LinearSegmentedColormap"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "07d7c157-bb9d-4e7c-a6b2-721e7c1cd2b1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "visual_demo_ds = xr.open_dataset(\"demos/freeze-thaw-us.nc\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9564a9b5-aecc-4890-a10c-54d3633b95e8",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "#fig, ax = pvdeg.geospatial.plot_sparse_analysis(visual_demo_ds, data_var = 'cycles', method='linear', res=400j)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "654d8dd1-311b-48c0-abf9-629c4dcd909e",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "lon_min, lat_min, lon_max, lat_max = [\n",
+    "    visual_demo_ds.longitude.min(),\n",
+    "    visual_demo_ds.latitude.min(),\n",
+    "    visual_demo_ds.longitude.max(),\n",
+    "    visual_demo_ds.latitude.max(),\n",
+    "]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "c446ae58-f704-47e0-89a9-bb33ad177839",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "relief_gmt = pygmt.datasets.load_earth_relief(resolution='10m')\n",
+    "\n",
+    "relief_ds = relief_gmt.to_dataset().rename({\n",
+    "    'lat' : 'latitude',\n",
+    "    'lon' : 'longitude',\n",
+    "})\n",
+    "\n",
+    "subset = relief_ds.sel(latitude=slice(lat_min, lat_max), longitude=slice(lon_min, lon_max))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "d6b8c097-b156-4692-89fc-d6eb36256abb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "results_holder = pvdeg.scenario.GeospatialScenario()\n",
+    "\n",
+    "results_holder.results = subset\n",
+    "\n",
+    "results_holder.plot_world(data_variable='z')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "1d1866af-03f9-4a59-9f77-4e5f110980fb",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# MUST REVERSE ROW ORDERS\n",
+    "reversed = subset.z.values[::-1,:]\n",
+    "\n",
+    "# Step 2: Generate Hillshading and Color Overlay\n",
+    "ls = LightSource(azdeg=315, altdeg=45)\n",
+    "hillshade = ls.hillshade(reversed, vert_exag=2.5, dx=1, dy=1)\n",
+    "\n",
+    "# Blend the hillshade with a colormap for elevation\n",
+    "colored_hillshade = ls.shade(reversed, cmap=plt.cm.terrain, vert_exag=2.5, blend_mode='soft')\n",
+    "\n",
+    "# Step 3: Plot the Hillshaded Relief with Cartopy\n",
+    "fig = plt.figure(figsize=(12, 10))\n",
+    "ax = plt.axes(projection=ccrs.PlateCarree())\n",
+    "ax.set_extent([lon_min, lon_max, lat_min, lat_max], crs=ccrs.PlateCarree())\n",
+    "\n",
+    "# Overlay the blended hillshade with color\n",
+    "ax.imshow(\n",
+    "    colored_hillshade,\n",
+    "    extent=[lon_min, lon_max, lat_min, lat_max],\n",
+    "    transform=ccrs.PlateCarree(),\n",
+    "    origin='upper'\n",
+    ")\n",
+    "\n",
+    "# Add map features (coastlines, borders, etc.)\n",
+    "ax.add_feature(cfeature.COASTLINE, edgecolor='black', linewidth=0.5)\n",
+    "ax.add_feature(cfeature.BORDERS, edgecolor='black', linewidth=0.3)\n",
+    "ax.add_feature(cfeature.LAKES, edgecolor='blue', facecolor='none')\n",
+    "\n",
+    "# Optional: Add gridlines for globe-like appearance\n",
+    "gl = ax.gridlines(draw_labels=True, linewidth=0.5, color='gray', alpha=0.5, linestyle='--')\n",
+    "gl.top_labels = False\n",
+    "gl.right_labels = False\n",
+    "\n",
+    "# Step 4: Add Title and Display\n",
+    "plt.title(\"3D Terrain with Hillshading\", fontsize=16)\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "3dd0111f-fb3d-4550-93ad-1d7d4710d917",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "# Generate the fake elevation map (reversed and hillshaded)\n",
+    "elevation_reversed = subset.z.values[::-1, :]\n",
+    "ls = LightSource(azdeg=315, altdeg=45)\n",
+    "hillshade = ls.hillshade(elevation_reversed, vert_exag=2.5, dx=1, dy=1)\n",
+    "\n",
+    "# Step 3: Plot the Hillshaded Relief with Cartopy\n",
+    "fig = plt.figure(figsize=(12, 10))\n",
+    "ax = plt.axes(projection=ccrs.PlateCarree())\n",
+    "ax.set_extent([lon_min, lon_max, lat_min, lat_max], crs=ccrs.PlateCarree())\n",
+    "\n",
+    "# Plot the sparse analysis\n",
+    "fig, ax = pvdeg.geospatial.plot_sparse_analysis(\n",
+    "    visual_demo_ds, \n",
+    "    data_var='cycles', \n",
+    "    method='linear', \n",
+    "    res=400j,\n",
+    "    ax=ax\n",
+    ")\n",
+    "\n",
+    "# Overlay the elevation map (hillshade) on the existing axis\n",
+    "ax.imshow(\n",
+    "    hillshade,\n",
+    "    extent=[lon_min, lon_max, lat_min, lat_max],  # Ensure extents match\n",
+    "    transform=ccrs.PlateCarree(),  # Same projection as the base plot\n",
+    "    origin='upper',\n",
+    "    cmap='gray',  # Grayscale hillshading\n",
+    "    alpha=0.1  # Adjust transparency for better visibility\n",
+    ")\n",
+    "\n",
+    "# Optional: Add additional map features or enhancements\n",
+    "ax.add_feature(cfeature.COASTLINE, edgecolor='black', linewidth=0.5)\n",
+    "ax.add_feature(cfeature.BORDERS, edgecolor='black', linewidth=0.3)\n",
+    "ax.add_feature(cfeature.LAKES, edgecolor='blue', facecolor='none')\n",
+    "\n",
+    "# Optional: Add a title or modify other properties of the plot\n",
+    "plt.title(\"Sparse Analysis with Elevation Overlay\", fontsize=16)\n",
+    "\n",
+    "# Display the plot\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "bbd55579-455f-42db-aa84-f50b4779a81b",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from matplotlib.colors import Normalize\n",
+    "\n",
+    "# Step 1: Generate the Normal Map\n",
+    "def generate_normal_map(heightmap):\n",
+    "    # Compute gradients in x and y directions\n",
+    "    grad_x, grad_y = np.gradient(heightmap)\n",
+    "    \n",
+    "    # Compute z gradient (constant, for scaling normals)\n",
+    "    grad_z = np.ones_like(heightmap)\n",
+    "    \n",
+    "    # Normalize the gradients to get surface normals\n",
+    "    length = np.sqrt(grad_x**2 + grad_y**2 + grad_z**2)\n",
+    "    nx = grad_x / length\n",
+    "    ny = grad_y / length\n",
+    "    nz = grad_z / length\n",
+    "    \n",
+    "    # Map normals to RGB values (scaled from 0 to 1)\n",
+    "    normal_map = np.stack((\n",
+    "        (nx + 1) / 2,  # Map x normal to red\n",
+    "        (ny + 1) / 2,  # Map y normal to green\n",
+    "        (nz + 1) / 2   # Map z normal to blue\n",
+    "    ), axis=-1)\n",
+    "    \n",
+    "    return normal_map\n",
+    "\n",
+    "# Generate the fake elevation map (reversed and hillshaded)\n",
+    "elevation_reversed = subset.z.values[::-1, :]\n",
+    "ls = LightSource(azdeg=315, altdeg=45)\n",
+    "hillshade = ls.hillshade(elevation_reversed, vert_exag=2.5, dx=1, dy=1)\n",
+    "\n",
+    "# Step 3: Plot the Hillshaded Relief with Cartopy\n",
+    "fig = plt.figure(figsize=(12, 10))\n",
+    "ax = plt.axes(projection=ccrs.PlateCarree())\n",
+    "ax.set_extent([lon_min, lon_max, lat_min, lat_max], crs=ccrs.PlateCarree())\n",
+    "\n",
+    "# Generate the normal map from the reversed elevation data\n",
+    "normal_map = generate_normal_map(elevation_reversed)\n",
+    "\n",
+    "# Step 2: Plot Sparse Analysis\n",
+    "fig, ax = pvdeg.geospatial.plot_sparse_analysis(\n",
+    "    visual_demo_ds,\n",
+    "    data_var='cycles',\n",
+    "    method='linear',\n",
+    "    res=400j,\n",
+    "    ax=ax\n",
+    ")\n",
+    "\n",
+    "# Step 3: Overlay the Normal Map\n",
+    "ax.imshow(\n",
+    "    normal_map,\n",
+    "    extent=[lon_min, lon_max, lat_min, lat_max],\n",
+    "    transform=ccrs.PlateCarree(),\n",
+    "    origin='upper'\n",
+    ")\n",
+    "\n",
+    "# Step 4: Add Additional Features and Display the Plot\n",
+    "ax.add_feature(cfeature.COASTLINE, edgecolor='black', linewidth=0.5)\n",
+    "ax.add_feature(cfeature.BORDERS, edgecolor='black', linewidth=0.3)\n",
+    "ax.add_feature(cfeature.LAKES, edgecolor='blue', facecolor='none')\n",
+    "plt.title(\"Sparse Analysis with Normal Map Overlay\", fontsize=16)\n",
+    "\n",
+    "# Show the final plot\n",
+    "plt.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "aded0a78-92e6-491e-b7d2-b06249defd05",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from matplotlib.colors import Normalize\n",
+    "from scipy.ndimage import zoom\n",
+    "\n",
+    "# Step 1: Generate the Normal Map\n",
+    "def generate_normal_map(heightmap):\n",
+    "    grad_x, grad_y = np.gradient(heightmap)\n",
+    "    grad_z = np.ones_like(heightmap)\n",
+    "    length = np.sqrt(grad_x**2 + grad_y**2 + grad_z**2)\n",
+    "    nx = grad_x / length\n",
+    "    ny = grad_y / length\n",
+    "    nz = grad_z / length\n",
+    "    return np.stack((nx, ny, nz), axis=-1)\n",
+    "\n",
+    "# Step 2: Simulate Lighting with the Normal Map\n",
+    "def apply_lighting(normal_map, light_dir):\n",
+    "    light_dir = light_dir / np.linalg.norm(light_dir)  # Normalize light direction\n",
+    "    intensity = np.dot(normal_map, light_dir)         # Compute dot product\n",
+    "    intensity = np.clip(intensity, 0, 1)              # Clamp to [0, 1]\n",
+    "    return intensity\n",
+    "\n",
+    "# Generate the normal map and compute lighting\n",
+    "normal_map = generate_normal_map(elevation_reversed)\n",
+    "light_direction = np.array([1, 1, 1])  # Light source direction\n",
+    "lighting = apply_lighting(normal_map, light_direction)\n",
+    "\n",
+    "\n",
+    "fig = plt.figure(figsize=(12, 10))\n",
+    "ax = plt.axes(projection=ccrs.PlateCarree())\n",
+    "ax.set_extent([lon_min, lon_max, lat_min, lat_max], crs=ccrs.PlateCarree())\n",
+    "\n",
+    "\n",
+    "# Step 3: Plot Sparse Analysis and Apply Lighting\n",
+    "fig, ax = pvdeg.geospatial.plot_sparse_analysis(\n",
+    "    visual_demo_ds,\n",
+    "    data_var='cycles',\n",
+    "    method='linear',\n",
+    "    res=400j,\n",
+    "    ax=ax\n",
+    ")\n",
+    "\n",
+    "# Extract the color data from the plot\n",
+    "analysis_image = ax.images[0]\n",
+    "color_data = analysis_image.get_array()\n",
+    "norm = Normalize(vmin=color_data.min(), vmax=color_data.max())\n",
+    "\n",
+    "# Resample the lighting array to match the color data dimensions\n",
+    "lighting_resampled = zoom(lighting, (\n",
+    "    color_data.shape[0] / lighting.shape[0],\n",
+    "    color_data.shape[1] / lighting.shape[1]\n",
+    "))\n",
+    "\n",
+    "# Ensure dimensions match\n",
+    "assert lighting_resampled.shape == color_data.shape, \"Lighting and color data shapes do not match!\"\n",
+    "\n",
+    "# Apply lighting to the colormap\n",
+    "shaded_colors = plt.cm.viridis(norm(color_data))\n",
+    "shaded_colors[..., :3] *= lighting_resampled[..., np.newaxis]\n",
+    "\n",
+    "# Update the analysis plot with the shaded colors\n",
+    "analysis_image.set_data(shaded_colors)\n",
+    "\n",
+    "# Optional: Add map features and display the plot\n",
+    "ax.add_feature(cfeature.COASTLINE, edgecolor='black', linewidth=0.5)\n",
+    "ax.add_feature(cfeature.BORDERS, edgecolor='black', linewidth=0.3)\n",
+    "ax.add_feature(cfeature.LAKES, edgecolor='blue', facecolor='none')\n",
+    "plt.title(\"Sparse Analysis with Normal Map Lighting\", fontsize=16)\n",
+    "\n",
+    "# Display the final plot\n",
+    "plt.show()\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "69083c9c-6072-4bd7-9657-a8c8b2cc17c9",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import matplotlib.pyplot as plt\n",
+    "from mpl_toolkits.mplot3d import Axes3D\n",
+    "\n",
+    "reversed = subset.z.values[::-1, :]\n",
+    "\n",
+    "reversed[reversed < 0] = 0 # fill to zero\n",
+    "\n",
+    "reversed = reversed ** 1/5\n",
+    "\n",
+    "# Create the 3D plot\n",
+    "fig = plt.figure(figsize=(10, 7))\n",
+    "ax = fig.add_subplot(111, projection='3d')\n",
+    "\n",
+    "lat = subset.latitude.values#[::-1].values  # Reverse latitude if needed\n",
+    "lon = subset.longitude.values\n",
+    "\n",
+    "# Create a meshgrid of latitude and longitude\n",
+    "LAT, LON = np.meshgrid(lat, lon, indexing='ij')  # Use 'ij' to match (147, 345)\n",
+    "\n",
+    "# `reversed` is your elevation or data matrix\n",
+    "# Now you can plot\n",
+    "surf = ax.plot_surface(LAT, LON, reversed, cmap='terrain', edgecolor='none')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "0e6115e8-4243-46f4-8c36-1b21a1d71d57",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "relief_gmt"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "96e706b5-3ab4-48ff-8afa-6f4c9d99a844",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "fig = pygmt.Figure()\n",
+    "\n",
+    "fig.grdview(\n",
+    "\n",
+    "    grid=relief_gmt.sel(lat=slice(lat_min, lat_max), lon=slice(lon_min, lon_max)),\n",
+    "    # Sets the view azimuth as 130 degrees, and the view elevation as 30\n",
+    "    # degrees\n",
+    "    perspective=[130, 30],\n",
+    "    # Sets the x- and y-axis labels, and annotates the west, south, and east\n",
+    "    # axes\n",
+    "    frame=[\"xa\", \"ya\", \"WSnE\"],\n",
+    "    # Sets a Mercator projection on a 15-centimeter figure\n",
+    "    projection=\"M15c\",\n",
+    "    # Sets the height of the three-dimensional relief at 1.5 centimeters\n",
+    "    zsize=\"1.5c\",\n",
+    ")\n",
+    "fig.show()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "5a1bf2e3-91c6-431f-b724-a30dd02550a5",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "gmt",
+   "language": "python",
+   "name": "gmt"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.9"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/scripts/load_pvgis.ipynb b/scripts/weather_notebooks/load_pvgis.ipynb
similarity index 99%
rename from scripts/load_pvgis.ipynb
rename to scripts/weather_notebooks/load_pvgis.ipynb
index a4a25ad7..2c5f142f 100644
--- a/scripts/load_pvgis.ipynb
+++ b/scripts/weather_notebooks/load_pvgis.ipynb
@@ -5208,7 +5208,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "pvdeg_311",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -5222,9 +5222,9 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.11.7"
+   "version": "3.12.2"
   }
  },
  "nbformat": 4,
- "nbformat_minor": 2
+ "nbformat_minor": 4
 }

From 6e442b016d1a29174ca4146e9e45f702183001b0 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Mon, 3 Feb 2025 13:32:19 -0700
Subject: [PATCH 093/109] eospatial_quick_tempalate namespace and paramaters

---
 .../pvdeg.geospatial.can_auto_template.rst    |  6 ++
 docs/source/_autosummary/pvdeg.geospatial.rst |  8 +++
 docs/source/user_guide/geospatial.rst         |  2 +-
 docs/source/whatsnew/releases/v0.4.0.rst      | 59 ++++++++++++-------
 docs/source/whatsnew/releases/v0.4.4.rst      | 43 +++++++++++++-
 pvdeg/__init__.py                             |  1 +
 pvdeg/decorators.py                           | 10 ++--
 pvdeg/degradation.py                          | 13 ++--
 pvdeg/design.py                               |  9 ++-
 pvdeg/fatigue.py                              |  8 ++-
 pvdeg/geospatial.py                           | 10 ++--
 pvdeg/humidity.py                             |  9 ++-
 pvdeg/letid.py                                | 13 ++--
 pvdeg/spectral.py                             | 11 ++--
 pvdeg/standards.py                            | 18 +++---
 pvdeg/temperature.py                          | 16 +++--
 .../Geospatial Templates.ipynb                | 13 +---
 17 files changed, 164 insertions(+), 85 deletions(-)
 create mode 100644 docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst

diff --git a/docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst b/docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst
new file mode 100644
index 00000000..dfce6002
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst
@@ -0,0 +1,6 @@
+pvdeg.geospatial.can\_auto\_template
+====================================
+
+.. currentmodule:: pvdeg.geospatial
+
+.. autofunction:: can_auto_template
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.geospatial.rst b/docs/source/_autosummary/pvdeg.geospatial.rst
index 159523fc..7c5970fc 100644
--- a/docs/source/_autosummary/pvdeg.geospatial.rst
+++ b/docs/source/_autosummary/pvdeg.geospatial.rst
@@ -24,6 +24,7 @@ pvdeg.geospatial
       pvdeg.geospatial.auto_template
       pvdeg.geospatial.calc_block
       pvdeg.geospatial.calc_gid
+      pvdeg.geospatial.can_auto_template
       pvdeg.geospatial.elevation_stochastic_downselect
       pvdeg.geospatial.feature_downselect
       pvdeg.geospatial.identify_mountains_radii
@@ -88,6 +89,13 @@ pvdeg.geospatial
    .. minigallery:: pvdeg.geospatial.calc_gid
        :add-heading:
 
+   .. autofunction:: can_auto_template
+
+   .. _sphx_glr_backref_pvdeg.geospatial.can_auto_template:
+
+   .. minigallery:: pvdeg.geospatial.can_auto_template
+       :add-heading:
+
    .. autofunction:: elevation_stochastic_downselect
 
    .. _sphx_glr_backref_pvdeg.geospatial.elevation_stochastic_downselect:
diff --git a/docs/source/user_guide/geospatial.rst b/docs/source/user_guide/geospatial.rst
index 43f86846..436e56e2 100644
--- a/docs/source/user_guide/geospatial.rst
+++ b/docs/source/user_guide/geospatial.rst
@@ -90,7 +90,7 @@ Previously, ``pvdeg.geospatial`` provided minimal templates and forced users to
 But many pvdeg functions do not require a template for geospatial analysis.
 
 Auto-templating: allows users to skip creating templates for most ``pvdeg`` functions. 
-It is integrated into ``geospatial.analysis``. If a function is defined with the ``@geospatial_quick_shape`` decorator in the source code, we can call ``geospatial.analysis`` without providing a template.
+It is integrated into ``geospatial.analysis``. If a function is defined with the ``@decorators.geospatial_quick_shape`` decorator in the source code, we can call ``geospatial.analysis`` without providing a template.
 The function responsible for this is called ``geospatial.auto_template`` and is exposed publicly to create templates outside of ``geospatial.analysis``.
 
 If a function cannot be auto-templated, both ``geospatial.analysis`` and ``geospatial.auto_template`` will raise the following error.
diff --git a/docs/source/whatsnew/releases/v0.4.0.rst b/docs/source/whatsnew/releases/v0.4.0.rst
index e6855b63..443781e6 100644
--- a/docs/source/whatsnew/releases/v0.4.0.rst
+++ b/docs/source/whatsnew/releases/v0.4.0.rst
@@ -2,51 +2,68 @@ v0.4.0 (2024-07-29)
 =======================
 
 Enhancements
----------
+----------------
+
 Scenarios  
 
-* Unified Cell and Module Temperature function. See: ``temperature.temperature``
-* Added support for pvlib temperature models. ``see pvlib docs <https://pvlib-python.readthedocs.io/en/stable/reference/pv_modeling/temperature.html>``
-* Overhauled scenario class for pv system analysis. Scenario object for single point analysis and GeospatialScenario object for geospatial analysis. See: ``scenario.Scenario`` and ``scenario.GeospatialScenario``
-* Created Scenario tutorials to showcase new scenario functionality.  
-* Added a number of geospatial downselection functions. Find coordinates near mountains, rivers, coastlines and lakes from NSRDB data. See: ``geospatial.identify_mountains_weights``, ``geospatial.identify_mountains_radii``, ``geospatial.feature_downselect``
-* Added geospatial bounding box support. Clip unwanted data with rectangular bounding boxes. See: ``geospatial.apply_bounding_box``
-* Added stochastic non-uniform density downselection function to preferentially select for mountains (higher point density with changes in elevation, lower density when flatter.) See:  ``geospatial.elevation_stochastic_downselection``
-* Updated non-uniform downselection with thresholding and non-linear normalization (support for logarithmic and exponential normalization) See: ``geospatial.identify_mountains_weights``
-* Added Scenario and GeospatialScenario methods for quick plotting and downselection. See: ``GeospatialScenario.plot_coords``, ``GeospatialScenario.plot_meta_classification``, ``GeospatialScenario.plot_USA``, ``Scenario.extract``, ``Scenario.plot``, ``GeospatialScenario.classify_mountain_weights``, ``GeospatialScenario.classify_mountain_radii``, ``GeospatialScenario.downselect_elevation_stochastic``.  
+- Unified Cell and Module Temperature function. See:   
+    - ``temperature.temperature``
+- Added support for pvlib temperature models. See pvlib docs: 
+    - `https://pvlib-python.readthedocs.io/en/stable/reference/pv_modeling/temperature.html`_
+- Overhauled scenario class for pv system analysis. Scenario object for single point analysis and GeospatialScenario object for geospatial analysis. See: ``scenario.Scenario`` and ``scenario.GeospatialScenario``
+- Created Scenario tutorials to showcase new scenario functionality.  
+- Added a number of geospatial downselection functions. Find coordinates near mountains, rivers, coastlines and lakes from NSRDB data. See: 
+    - ``geospatial.identify_mountains_weights`` 
+    - ``geospatial.identify_mountains_radii``
+    - ``geospatial.feature_downselect``
+* Added geospatial bounding box support. Clip unwanted data with rectangular bounding boxes. See: 
+    - ``geospatial.apply_bounding_box``
+* Added stochastic non-uniform density downselection function to preferentially select for mountains (higher point density with changes in elevation, lower density when flatter.) See:  
+    - ``geospatial.elevation_stochastic_downselection``
+* Updated non-uniform downselection with thresholding and non-linear normalization (support for logarithmic and exponential normalization) See: 
+    - ``geospatial.identify_mountains_weights``
+* Added Scenario and GeospatialScenario methods for quick plotting and downselection. See: 
+    - ``GeospatialScenario.plot_coords``
+    - ``GeospatialScenario.plot_meta_classification``
+    - ``GeospatialScenario.plot_USA``
+    - ``Scenario.extract``
+    - ``Scenario.plot``
+    - ``GeospatialScenario.classify_mountain_weights``
+    - ``GeospatialScenario.classify_mountain_radii``
+    - ``GeospatialScenario.downselect_elevation_stochastic``  
 * Added a convenience method ``GepspatialScenario.geospatial_data`` to quickly pull the geospatial weather and metadata from a scenario. Matches the API for ``pvdeg.weather.get``.  
 
 Geospatial Improvements  
 
-* Autotemplating system for geospatial analysis using `pvdeg.geospatial.autotemplate`.  
-* New module `pvdeg.decorators` that contains `pvdeg` specific decorator functions.
-* Implemented `geospatial_result_type` decorator to update functions and preform runtime introspection to determine if a function is autotemplate-able.
-* `Geospatial Templates.ipynb` notebook to showcase new and old templating functionality for users.
+* Autotemplating system for geospatial analysis using ``pvdeg.geospatial.autotemplate``.  
+* New module ``pvdeg.decorators`` that contains ``pvdeg`` specific decorator functions.
+* Implemented ``geospatial_result_type`` decorator to update functions and preform runtime introspection to determine if a function is autotemplate-able.
+* ``Geospatial Templates.ipynb`` notebook to showcase new and old templating functionality for users.
 * Implemented testing for geospatial analysis.  
 * Added chunked and unchunked testing.  
 
 Symbolic Evaluation  
 
 * symbolic equation solver for simple models.
-* notebook tutorial `Custom-Functions-Nopython.ipynb`
+* notebook tutorial ``Custom-Functions-Nopython.ipynb``
 
 IEC-63126 Tool
 
-* Added `GeospatialScenario` to standoff tool for regional analyses.
+* Added ``GeospatialScenario`` to standoff tool for regional analyses.
 * Increased plotting functionality within tool.
 
 Bug Fixes
 ---------
-* Added type hinting to many `pvdeg` functions
-* Fixed broken keywords in many `pvdeg.standards` function calls
-* Replaced deprecated numba `jit(nopython=True)` calls with `njit`
-* Fix incorrect keyword arguments in `pvdeg.standards.T98_estimate`
+* Added type hinting to many ``pvdeg`` functions
+* Fixed broken keywords in many ``pvdeg.standards`` function calls
+* Replaced deprecated numba ``jit(nopython=True)`` calls with ``njit``
+* Fix incorrect keyword arguments in ``pvdeg.standards.T98_estimate``
 * Fixed ``pvdeg.temperature.module`` and ``pvdeg.temperature.cell`` docstring return type. Correct return type ``pd.Series``
 * Fixed broken Geospatial Analysis, when using chunked (dask) xarrays for weather data
 
 Dependencies
 ------------
-* `sympy` package required for `pvdeg.symbolic` functions and notebook. Not added to dependency list.
+* ``sympy`` package required for ``pvdeg.symbolic`` functions and notebook. Not added to dependency list.
 * Restrict the following dependencies to fix unit testing
 * ``numpy==1.26.4``
 * ``pvlib==0.10.3``
diff --git a/docs/source/whatsnew/releases/v0.4.4.rst b/docs/source/whatsnew/releases/v0.4.4.rst
index c2296037..eaecdc44 100644
--- a/docs/source/whatsnew/releases/v0.4.4.rst
+++ b/docs/source/whatsnew/releases/v0.4.4.rst
@@ -1,11 +1,48 @@
-v0.4.4 (2024-11-19)
+v0.4.4 (2025-2-3)
 ===================
 
 Enhancements
 ------------
 * Documenation overhaul. Significant ``User Guide`` improvements. Added geospatial information with visual aids, added meteorological data page and materials access page.
-Suite of utility functions to facilitate accessing material parameter json files.
-* New Logo!
+* Suite of utility functions to facilitate accessing material parameter json files.  
+* New Logo!🎉🎉🎉
+* ``decorators.geospatial_quick_shape`` arguments modified. ``numeric_or_timeseries``, now takes a string ``('numeric', 'timeseries')`` to determine type of outputs rather than a ``Bool`` or ``Int``
+    - previously, ``0`` or ``False`` represented a numeric/scalar result, now this is represented by ``'numeric'``
+    - previosuly, ``1`` or ``True`` represented a timeseries result, now this is represented by ``'timeseries'``
+* ``decorators.py`` namespace changed to default ``pvdeg`` namespace. now this can be directly accessed via ``pvdeg.decorators``. This reduces the need for an extra import.  
+    -  ``geospatial_quick_shape`` decorator namespace changed to defualt pvdeg namespace  
+
+Previously, 
+
+.. code-block:: Python
+
+    import pvdeg
+    from pvdeg.decorator import geospatial_quick_shape
+
+    @geospatial_quick_shape(0, ...)
+    def myfunc(...):
+        ....
+
+Now, either of the following options work.
+
+.. code-block:: Python
+
+    import pvdeg
+
+    # now takes string instead of integer or boolean value
+    @pvdeg.decorators.geospatial_quick_shape('numeric', ...)
+    def myfunc(...):
+        ....
+
+.. code-block:: Python
+
+    # this is the style used in the PVDeg package implementations
+    import pvdeg.decorators
+
+    @decorators.geospatial_quick_shape('numeric', ...)
+    def myfunc(...):
+        ....
+
 
 Contributors
 -----------
diff --git a/pvdeg/__init__.py b/pvdeg/__init__.py
index 0b770fc6..6c34b417 100644
--- a/pvdeg/__init__.py
+++ b/pvdeg/__init__.py
@@ -5,6 +5,7 @@
 
 # from . import cli
 from . import collection
+from . import decorators
 from . import degradation
 from . import design
 from . import fatigue
diff --git a/pvdeg/decorators.py b/pvdeg/decorators.py
index 585c9e60..4b86a405 100644
--- a/pvdeg/decorators.py
+++ b/pvdeg/decorators.py
@@ -7,20 +7,20 @@
 import inspect
 import warnings
 
-def geospatial_quick_shape(numeric_or_timeseries: bool, shape_names: list[str]) -> None:
+def geospatial_quick_shape(numeric_or_timeseries: str, shape_names: list[str]) -> None:
     """
     Add an attribute to the functions that can be run with geospatial analysis.
     Strict typing is not enough for this purpose so we can view this attribute
     at runtime to create a template for the function.
 
     For single numeric results, includes tabular numeric data
-    >>> value = False (0)
+    >>> value = 'numeric'
 
     Example if a function returns a dataframe with 1 row of numerics (not timeseries)
     `pvdeg.standards.standoff` does this.
 
     For timeseries results
-    >>> value = True (1)
+    >>> value = 'timeseries'
 
     Example, `pvdeg.temperature.temperature`
 
@@ -35,7 +35,9 @@ def geospatial_quick_shape(numeric_or_timeseries: bool, shape_names: list[str])
     >>> func.shape_names = ["T98", "x_eff"] # function attribute names
 
     * Note: we cannot autotemplate functions with ambiguous return types that depend on runtime input,
-    the function will need strictly return a timeseries or numeric but not one or the other.
+    the function will need strictly return a timeseries or numeric.
+
+    * Note: this is accessed through the ``decorators.geospatial_quick_shape`` namespace
 
     Parameters:
     -----------
diff --git a/pvdeg/degradation.py b/pvdeg/degradation.py
index 7c9b85c5..0e8c3274 100644
--- a/pvdeg/degradation.py
+++ b/pvdeg/degradation.py
@@ -9,11 +9,12 @@
 from concurrent.futures import ProcessPoolExecutor, as_completed
 from typing import Union
 
-from . import temperature
-from . import spectral
-from . import weather
-
-from pvdeg.decorators import geospatial_quick_shape
+from . import (
+    temperature,
+    spectral,
+    weather,
+    decorators,
+)
 
 # TODO: Clean up all those functions and add gaps functionality
 
@@ -236,7 +237,7 @@ def _to_eq_vantHoff(temp, Tf=1.41):
     return Toeq
 
 
-@geospatial_quick_shape(0, ["Iwa"])
+@decorators.geospatial_quick_shape('numeric', ["Iwa"])
 def IwaVantHoff(
     weather_df,
     meta,
diff --git a/pvdeg/design.py b/pvdeg/design.py
index 25c5b076..6061f391 100644
--- a/pvdeg/design.py
+++ b/pvdeg/design.py
@@ -1,7 +1,10 @@
 """Collection of functions for PV module design considertations."""
 
-from . import humidity
-from pvdeg.decorators import geospatial_quick_shape
+from . import (
+    humidity,
+    decorators
+)
+
 import pandas as pd
 
 
@@ -42,7 +45,7 @@ def edge_seal_ingress_rate(avg_psat):
     return k
 
 
-@geospatial_quick_shape(0, ["width"])
+@decorators.geospatial_quick_shape('numeric', ["width"])
 def edge_seal_width(
     weather_df: pd.DataFrame,
     meta: dict,
diff --git a/pvdeg/fatigue.py b/pvdeg/fatigue.py
index ccf66433..4db36043 100644
--- a/pvdeg/fatigue.py
+++ b/pvdeg/fatigue.py
@@ -1,9 +1,11 @@
 import numpy as np
 import pandas as pd
 from scipy.constants import convert_temperature
-from pvdeg import temperature
-from pvdeg.decorators import geospatial_quick_shape
 
+from pvdeg import (
+    temperature,
+    decorators
+)
 
 def _avg_daily_temp_change(time_range, temp_cell):
     """
@@ -98,7 +100,7 @@ def _times_over_reversal_number(temp_cell, reversal_temp):
     return num_changes_temp_hist
 
 
-@geospatial_quick_shape(0, ["damage"])
+@decorators.geospatial_quick_shape('numeric', ["damage"])
 def solder_fatigue(
     weather_df: pd.DataFrame,
     meta: dict,
diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index 9dd82e54..7e1a96b1 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -509,15 +509,13 @@ def auto_template(func: Callable, ds_gids: xr.Dataset) -> xr.Dataset:
     """
 
     can_auto_template(func=func)
-    # if not (hasattr(func, "numeric_or_timeseries") and hasattr(func, "shape_names")):
-    #     raise ValueError(
-    #         f"{func.__name__} cannot be autotemplated. create a template manually"
-    #     )
 
-    if func.numeric_or_timeseries == 0:
+    if func.numeric_or_timeseries == 'numeric':
         shapes = {datavar: ("gid",) for datavar in func.shape_names}
-    elif func.numeric_or_timeseries == 1:
+    elif func.numeric_or_timeseries == 'timeseries':
         shapes = {datavar: ("gid", "time") for datavar in func.shape_names}
+    else:
+        raise ValueError(f"{func.__name__} 'numeric_or_timseries' attribute invalid. is {func.numeric_or_timeseries} should be 'numeric' or 'timeseries'")
 
     template = output_template(ds_gids=ds_gids, shapes=shapes)  # zeros_template?
 
diff --git a/pvdeg/humidity.py b/pvdeg/humidity.py
index 2ef26905..8bf099f1 100644
--- a/pvdeg/humidity.py
+++ b/pvdeg/humidity.py
@@ -10,14 +10,13 @@
 from pathlib import Path
 from concurrent.futures import ProcessPoolExecutor, as_completed
 
-from . import (
+from pvdeg import (
     temperature,
     spectral,
-    weather
+    weather,
+    decorators
 )
 
-from pvdeg.decorators import geospatial_quick_shape
-
 
 def _ambient(weather_df):
     """
@@ -654,7 +653,7 @@ def backsheet(
     return backsheet
 
 
-@geospatial_quick_shape(1, ["RH_surface_outside", "RH_front_encap", "RH_back_encap", "RH_backsheet"])
+@decorators.geospatial_quick_shape('timeseries', ["RH_surface_outside", "RH_front_encap", "RH_back_encap", "RH_backsheet"])
 def module(
     weather_df,
     meta,
diff --git a/pvdeg/letid.py b/pvdeg/letid.py
index 9cc1d938..d3b19b07 100644
--- a/pvdeg/letid.py
+++ b/pvdeg/letid.py
@@ -10,8 +10,13 @@
 import pvlib
 
 
-from pvdeg import collection, utilities, standards, DATA_DIR
-from pvdeg.decorators import geospatial_quick_shape
+from pvdeg import (
+    collection, 
+    utilities, 
+    standards, 
+    decorators,
+    DATA_DIR,
+)
 
 
 def tau_now(tau_0, tau_deg, n_b):
@@ -872,8 +877,8 @@ def calc_injection_outdoors(results):
     return injection
 
 
-@geospatial_quick_shape(
-    1,
+@decorators.geospatial_quick_shape(
+    'timeseries',
     [
         "Temperature",
         "Injection",
diff --git a/pvdeg/spectral.py b/pvdeg/spectral.py
index b66cb63a..aa5a80f1 100644
--- a/pvdeg/spectral.py
+++ b/pvdeg/spectral.py
@@ -4,11 +4,10 @@
 
 import pvlib
 import pandas as pd
-from pvdeg.decorators import geospatial_quick_shape
+from pvdeg import decorators
 
-
-@geospatial_quick_shape(
-    1,
+@decorators.geospatial_quick_shape(
+    'timeseries',
     [
         "apparent_zenith",
         "zenith",
@@ -54,8 +53,8 @@ def solar_position(weather_df: pd.DataFrame, meta: dict) -> pd.DataFrame:
     return solar_position
 
 
-@geospatial_quick_shape(
-    1,
+@decorators.geospatial_quick_shape(
+    'timeseries',
     [
         "poa_global",
         "poa_direct",
diff --git a/pvdeg/standards.py b/pvdeg/standards.py
index acdb1765..d0a1989f 100644
--- a/pvdeg/standards.py
+++ b/pvdeg/standards.py
@@ -14,14 +14,18 @@
 from typing import Union, Tuple
 
 # from gaps import ProjectPoints
-
-from pvdeg import temperature, spectral, utilities, weather
-from pvdeg.decorators import geospatial_quick_shape
+from pvdeg import (
+    temperature,
+    spectral,
+    utilities,
+    weather,
+    decorators,
+)
 
 # passing all tests after updating temperature models but this should be checked throughly before final release
 
 
-@geospatial_quick_shape(1, ["T_0", "T_inf", "poa"])
+@decorators.geospatial_quick_shape('timeseries', ["T_0", "T_inf", "poa"])
 def eff_gap_parameters(
     weather_df=None,
     meta=None,
@@ -201,8 +205,8 @@ def eff_gap(T_0, T_inf, T_measured, T_ambient, poa, x_0=6.5, poa_min=400, t_amb_
 
 
 # test conf for other temperature models
-@geospatial_quick_shape(
-    0, ["x", "T98_0", "T98_inf"]
+@decorators.geospatial_quick_shape(
+    'numeric', ["x", "T98_0", "T98_inf"]
 )  # numeric result, with corresponding datavariable names
 def standoff(
     weather_df: pd.DataFrame = None,
@@ -466,7 +470,7 @@ def interpret_standoff(standoff_1=None, standoff_2=None):
     return Output
 
 
-@geospatial_quick_shape(0, ["T98"])
+@decorators.geospatial_quick_shape('numeric', ["T98"])
 def T98_estimate(
     weather_df=None,
     meta=None,
diff --git a/pvdeg/temperature.py b/pvdeg/temperature.py
index 00352685..9a543d1b 100644
--- a/pvdeg/temperature.py
+++ b/pvdeg/temperature.py
@@ -3,8 +3,12 @@
 """
 
 import pvlib
-import pvdeg
-from pvdeg.decorators import geospatial_quick_shape
+# import pvdeg
+
+from pvdeg import (
+    spectral,
+    decorators,
+)
 import pandas as pd
 from typing import Union
 from functools import partial
@@ -92,7 +96,7 @@ def _wind_speed_factor(temp_model: str, meta: dict, wind_factor: float):
     return wind_speed_factor
 
 
-@geospatial_quick_shape(1, ["module_temperature"])
+@decorators.geospatial_quick_shape('timeseries', ["module_temperature"])
 def module(
     weather_df,
     meta,
@@ -130,7 +134,7 @@ def module(
     parameters = pvlib.temperature.TEMPERATURE_MODEL_PARAMETERS[temp_model][conf]
 
     if poa is None:
-        poa = pvdeg.spectral.poa_irradiance(weather_df, meta)
+        poa = spectral.poa_irradiance(weather_df, meta)
     if "wind_height" not in meta.keys():
         wind_speed_factor = 1
     else:
@@ -183,7 +187,7 @@ def module(
     return module_temperature
 
 
-@geospatial_quick_shape(1, ["cell_temperature"])
+@decorators.geospatial_quick_shape('timeseries', ["cell_temperature"])
 def cell(
     weather_df: pd.DataFrame,
     meta: dict,
@@ -374,7 +378,7 @@ def temperature(
             parameters = {k: v for k, v in parameters.items() if k != "deltaT"}
 
     if poa is None:
-        poa = pvdeg.spectral.poa_irradiance(weather_df, meta, **irradiance_kwarg)
+        poa = spectral.poa_irradiance(weather_df, meta, **irradiance_kwarg)
 
     # irrelevant key,value pair will be ignored (NO ERROR)
     weather_args = {
diff --git a/tutorials_and_tools/tutorials_and_tools/Geospatial Templates.ipynb b/tutorials_and_tools/tutorials_and_tools/Geospatial Templates.ipynb
index 0ada7952..d9f6a41e 100644
--- a/tutorials_and_tools/tutorials_and_tools/Geospatial Templates.ipynb	
+++ b/tutorials_and_tools/tutorials_and_tools/Geospatial Templates.ipynb	
@@ -1938,20 +1938,13 @@
    "source": [
     "edge_seal_template"
    ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": []
   }
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "rpp",
+   "display_name": "deg",
    "language": "python",
-   "name": "rpp"
+   "name": "python3"
   },
   "language_info": {
    "codemirror_mode": {
@@ -1963,7 +1956,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.10.14"
+   "version": "3.9.19"
   }
  },
  "nbformat": 4,

From 70cff5c2b1791d489f658e60d34db4ae57b5b464 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Mon, 3 Feb 2025 14:11:06 -0700
Subject: [PATCH 094/109] docs, rename failed_gids->failed_indicies

---
 .../pvdeg.geospatial.can_auto_template.rst    |  6 +++++
 docs/source/_autosummary/pvdeg.geospatial.rst |  8 +++++++
 .../pvdeg.weather.empty_weather_ds.rst        |  6 +++++
 docs/source/_autosummary/pvdeg.weather.rst    | 16 ++++++++++++++
 .../parallel-download.svg                     |  2 ++
 .../sequential-download.svg                   |  2 ++
 .../source/user_guide/meteorological-data.rst | 22 ++++++++++++++++++-
 docs/source/whatsnew/releases/v0.4.3.rst      |  2 +-
 docs/source/whatsnew/releases/v0.4.4.rst      | 11 +++++-----
 pvdeg/weather.py                              |  7 +++---
 10 files changed, 72 insertions(+), 10 deletions(-)
 create mode 100644 docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst
 create mode 100644 docs/source/_autosummary/pvdeg.weather.empty_weather_ds.rst
 create mode 100644 docs/source/user_guide/meteorological-data-details/parallel-download.svg
 create mode 100644 docs/source/user_guide/meteorological-data-details/sequential-download.svg

diff --git a/docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst b/docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst
new file mode 100644
index 00000000..dfce6002
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst
@@ -0,0 +1,6 @@
+pvdeg.geospatial.can\_auto\_template
+====================================
+
+.. currentmodule:: pvdeg.geospatial
+
+.. autofunction:: can_auto_template
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.geospatial.rst b/docs/source/_autosummary/pvdeg.geospatial.rst
index 159523fc..7c5970fc 100644
--- a/docs/source/_autosummary/pvdeg.geospatial.rst
+++ b/docs/source/_autosummary/pvdeg.geospatial.rst
@@ -24,6 +24,7 @@ pvdeg.geospatial
       pvdeg.geospatial.auto_template
       pvdeg.geospatial.calc_block
       pvdeg.geospatial.calc_gid
+      pvdeg.geospatial.can_auto_template
       pvdeg.geospatial.elevation_stochastic_downselect
       pvdeg.geospatial.feature_downselect
       pvdeg.geospatial.identify_mountains_radii
@@ -88,6 +89,13 @@ pvdeg.geospatial
    .. minigallery:: pvdeg.geospatial.calc_gid
        :add-heading:
 
+   .. autofunction:: can_auto_template
+
+   .. _sphx_glr_backref_pvdeg.geospatial.can_auto_template:
+
+   .. minigallery:: pvdeg.geospatial.can_auto_template
+       :add-heading:
+
    .. autofunction:: elevation_stochastic_downselect
 
    .. _sphx_glr_backref_pvdeg.geospatial.elevation_stochastic_downselect:
diff --git a/docs/source/_autosummary/pvdeg.weather.empty_weather_ds.rst b/docs/source/_autosummary/pvdeg.weather.empty_weather_ds.rst
new file mode 100644
index 00000000..d926b23f
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.weather.empty_weather_ds.rst
@@ -0,0 +1,6 @@
+pvdeg.weather.empty\_weather\_ds
+================================
+
+.. currentmodule:: pvdeg.weather
+
+.. autofunction:: empty_weather_ds
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.weather.rst b/docs/source/_autosummary/pvdeg.weather.rst
index 1dd72fc9..897fc0c1 100644
--- a/docs/source/_autosummary/pvdeg.weather.rst
+++ b/docs/source/_autosummary/pvdeg.weather.rst
@@ -20,6 +20,7 @@ pvdeg.weather
 
       
       pvdeg.weather.csv_read
+      pvdeg.weather.empty_weather_ds
       pvdeg.weather.get
       pvdeg.weather.get_NSRDB
       pvdeg.weather.get_NSRDB_fnames
@@ -32,6 +33,7 @@ pvdeg.weather
       pvdeg.weather.read
       pvdeg.weather.read_h5
       pvdeg.weather.repeat_annual_time_series
+      pvdeg.weather.weather_distributed
       pvdeg.weather.write
 
    
@@ -55,6 +57,13 @@ pvdeg.weather
    .. minigallery:: pvdeg.weather.csv_read
        :add-heading:
 
+   .. autofunction:: empty_weather_ds
+
+   .. _sphx_glr_backref_pvdeg.weather.empty_weather_ds:
+
+   .. minigallery:: pvdeg.weather.empty_weather_ds
+       :add-heading:
+
    .. autofunction:: get
 
    .. _sphx_glr_backref_pvdeg.weather.get:
@@ -139,6 +148,13 @@ pvdeg.weather
    .. minigallery:: pvdeg.weather.repeat_annual_time_series
        :add-heading:
 
+   .. autofunction:: weather_distributed
+
+   .. _sphx_glr_backref_pvdeg.weather.weather_distributed:
+
+   .. minigallery:: pvdeg.weather.weather_distributed
+       :add-heading:
+
    .. autofunction:: write
 
    .. _sphx_glr_backref_pvdeg.weather.write:
diff --git a/docs/source/user_guide/meteorological-data-details/parallel-download.svg b/docs/source/user_guide/meteorological-data-details/parallel-download.svg
new file mode 100644
index 00000000..d575ae8c
--- /dev/null
+++ b/docs/source/user_guide/meteorological-data-details/parallel-download.svg
@@ -0,0 +1,2 @@
+<svg version="1.1" xmlns="http://www.w3.org/2000/svg" viewBox="0 0 1555.2851472327284 891.3880940149013" width="1555.2851472327284" height="891.3880940149013"><!-- svg-source:excalidraw --><metadata></metadata><defs><style class="style-fonts">
+      @font-face { font-family: Excalifont; src: 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\ No newline at end of file
diff --git a/docs/source/user_guide/meteorological-data.rst b/docs/source/user_guide/meteorological-data.rst
index 6132a119..05376706 100644
--- a/docs/source/user_guide/meteorological-data.rst
+++ b/docs/source/user_guide/meteorological-data.rst
@@ -77,4 +77,24 @@ This is possible but causes headaches.
         api_key = <api_key>,
     )
 
-Takeaway: gids are not unique or necessarily meaningful, be careful when using them. Duplicate gids can exist in geospatial data and will be loaded using Xarray without raising an error.
\ No newline at end of file
+Takeaway: gids are not unique or necessarily meaningful, be careful when using them. Duplicate gids can exist in geospatial data and will be loaded using Xarray without raising an error.
+
+
+
+.. _PARALLEL_DOWNLOADS:
+Accelerated Downloads
+----------------------
+
+``PVDeg`` provides tools for the accelerated downloading of meteorological data outside of HPC environments. This is particularly useul for ``PVGIS`` which allows us to download up to
+30 locations per second of tmy data. Due to the single-threaded nature of Python, we are traditionally limited to 1 request at a time. Often, ``PVGIS`` takes 2-3 seconds per location. 
+This cumulates in massive download times for large datasets. We can use ``Dask`` for parallelization to greatly accellerate this process and approach the 30 requests per second rate limit.  
+
+.. 
+    .. image::  meteorological-data-letails/parallel-download.svg
+        :alt: parallel downloading visualization
+ 
+We can see that abstract potential speedup offered by parallelization. It is easy to utilize this funtionality as provided by ``pvdeg.weather.weather_distributed``.
+
+.. autofunction:: pvdeg.weather.weather_distributed
+
+
diff --git a/docs/source/whatsnew/releases/v0.4.3.rst b/docs/source/whatsnew/releases/v0.4.3.rst
index aa789221..a5e3eb6d 100644
--- a/docs/source/whatsnew/releases/v0.4.3.rst
+++ b/docs/source/whatsnew/releases/v0.4.3.rst
@@ -12,5 +12,5 @@ Suite of utility functions to facilitate accessing material parameter json files
 * ``pvdeg.utilities.display_json`` to view 2 level jsons in Jupyter Notebooks using HTML.  
 
 Contributors
------------
+--------------
 * Tobin Ford (:ghuser:`tobin-ford`)
\ No newline at end of file
diff --git a/docs/source/whatsnew/releases/v0.4.4.rst b/docs/source/whatsnew/releases/v0.4.4.rst
index c2296037..0ae61f71 100644
--- a/docs/source/whatsnew/releases/v0.4.4.rst
+++ b/docs/source/whatsnew/releases/v0.4.4.rst
@@ -2,11 +2,12 @@ v0.4.4 (2024-11-19)
 ===================
 
 Enhancements
-------------
-* Documenation overhaul. Significant ``User Guide`` improvements. Added geospatial information with visual aids, added meteorological data page and materials access page.
-Suite of utility functions to facilitate accessing material parameter json files.
-* New Logo!
+--------------
+- Documenation overhaul. Significant ``User Guide`` improvements. Added geospatial information with visual aids, added meteorological data page and materials access page.
+- Suite of utility functions to facilitate accessing material parameter json files.  
+- New Logo!  
+- Created utilities for parallelized downloads of ``PVGIS`` and ``NSRDB`` so users can download geospatial data for at home simulations. This will interface nicely with the soon to be released ``GeoGridStore``, allowing users to grow stores of geospatial data overtime as their needs grow for at-home, large-scale analyses.
 
 Contributors
 -----------
-* Tobin Ford (:ghuser:`tobin-ford`)
\ No newline at end of file
+- Tobin Ford (:ghuser:`tobin-ford`)
\ No newline at end of file
diff --git a/pvdeg/weather.py b/pvdeg/weather.py
index 31e7115f..06a7bf9e 100644
--- a/pvdeg/weather.py
+++ b/pvdeg/weather.py
@@ -1157,6 +1157,7 @@ def weather_distributed(
         list of tuples containing (latitude, longitude) coordinates
         
         .. code-block:: python
+
             coords_example = [
                 (49.95, 1.5),
                 (51.95, -9.5),
@@ -1208,7 +1209,7 @@ def weather_distributed(
     weather_ds_collection = [row[0] for row in results]
     meta_dict_collection = [row[1] for row in results]
 
-    gids_failed = []
+    indexes_failed = []
 
     time_length = weather_ds_collection[0].sizes["time"]
     periodicity = ENTRIES_PERIODICITY_MAP[time_length]
@@ -1228,12 +1229,12 @@ def weather_distributed(
     for i, row in enumerate(results):
 
         if row[2]:
-            gids_failed.append(i)
+            indexes_failed.append(i)
             continue
 
         weather_ds[dict(gid=i)] = weather_ds_collection[i]
 
-    return weather_ds, meta_df, gids_failed
+    return weather_ds, meta_df, indexes_failed
 
 
 

From c162768371613c17bcb93fadeeb88e55e74aa378 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Mon, 3 Feb 2025 14:14:57 -0700
Subject: [PATCH 095/109] docs

---
 .../_autosummary/pvdeg.geospatial.can_auto_template.rst   | 6 ++++++
 docs/source/_autosummary/pvdeg.geospatial.rst             | 8 ++++++++
 docs/source/_autosummary/pvdeg.scenario.rst               | 7 -------
 docs/source/whatsnew/releases/v0.4.4.rst                  | 4 +++-
 4 files changed, 17 insertions(+), 8 deletions(-)
 create mode 100644 docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst

diff --git a/docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst b/docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst
new file mode 100644
index 00000000..dfce6002
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.geospatial.can_auto_template.rst
@@ -0,0 +1,6 @@
+pvdeg.geospatial.can\_auto\_template
+====================================
+
+.. currentmodule:: pvdeg.geospatial
+
+.. autofunction:: can_auto_template
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.geospatial.rst b/docs/source/_autosummary/pvdeg.geospatial.rst
index 159523fc..7c5970fc 100644
--- a/docs/source/_autosummary/pvdeg.geospatial.rst
+++ b/docs/source/_autosummary/pvdeg.geospatial.rst
@@ -24,6 +24,7 @@ pvdeg.geospatial
       pvdeg.geospatial.auto_template
       pvdeg.geospatial.calc_block
       pvdeg.geospatial.calc_gid
+      pvdeg.geospatial.can_auto_template
       pvdeg.geospatial.elevation_stochastic_downselect
       pvdeg.geospatial.feature_downselect
       pvdeg.geospatial.identify_mountains_radii
@@ -88,6 +89,13 @@ pvdeg.geospatial
    .. minigallery:: pvdeg.geospatial.calc_gid
        :add-heading:
 
+   .. autofunction:: can_auto_template
+
+   .. _sphx_glr_backref_pvdeg.geospatial.can_auto_template:
+
+   .. minigallery:: pvdeg.geospatial.can_auto_template
+       :add-heading:
+
    .. autofunction:: elevation_stochastic_downselect
 
    .. _sphx_glr_backref_pvdeg.geospatial.elevation_stochastic_downselect:
diff --git a/docs/source/_autosummary/pvdeg.scenario.rst b/docs/source/_autosummary/pvdeg.scenario.rst
index 82c34c29..433bedd1 100644
--- a/docs/source/_autosummary/pvdeg.scenario.rst
+++ b/docs/source/_autosummary/pvdeg.scenario.rst
@@ -25,13 +25,6 @@ pvdeg.scenario
    -------
 
    
-   .. autoclass:: GeospatialScenario
-      :members:
-
-   .. _sphx_glr_backref_pvdeg.scenario.GeospatialScenario:
-
-   .. minigallery:: pvdeg.scenario.GeospatialScenario
-       :add-heading:
    .. autoclass:: Scenario
       :members:
 
diff --git a/docs/source/whatsnew/releases/v0.4.4.rst b/docs/source/whatsnew/releases/v0.4.4.rst
index c2296037..36de4967 100644
--- a/docs/source/whatsnew/releases/v0.4.4.rst
+++ b/docs/source/whatsnew/releases/v0.4.4.rst
@@ -4,8 +4,10 @@ v0.4.4 (2024-11-19)
 Enhancements
 ------------
 * Documenation overhaul. Significant ``User Guide`` improvements. Added geospatial information with visual aids, added meteorological data page and materials access page.
-Suite of utility functions to facilitate accessing material parameter json files.
+* Suite of utility functions to facilitate accessing material parameter json files.
 * New Logo!
+* Moved ``GeospatialScenario`` class definition to ``geospatialscenario.py``
+* Remove kdtree as required argument from ``GeospatialScenario`` downselection methods, kdtree objects are now generated on the fly when required and saved to scenario object for future use.
 
 Contributors
 -----------

From c25b2dbaeb8008881678f85842908f1f8ef339a2 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Wed, 5 Feb 2025 11:48:06 -0700
Subject: [PATCH 096/109] freeze thaw demo

---
 scripts/demos/freeze-thaw-us.nc | Bin 0 -> 450884 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 scripts/demos/freeze-thaw-us.nc

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literal 0
HcmV?d00001


From fc34cc7d7358b65535555e23664f5891e4e8c77d Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 6 Feb 2025 10:35:33 -0700
Subject: [PATCH 097/109] scenario choose tmy, fix PySAM version

---
 pvdeg/pysam.py    | 20 ++++++++++++++++----
 pvdeg/scenario.py | 20 ++++++++++----------
 pyproject.toml    |  4 ++--
 3 files changed, 28 insertions(+), 16 deletions(-)

diff --git a/pvdeg/pysam.py b/pvdeg/pysam.py
index 5ab356b7..0a7037b4 100644
--- a/pvdeg/pysam.py
+++ b/pvdeg/pysam.py
@@ -162,11 +162,11 @@ def pysam(
     meta: dict,
     pv_model: str,
     pv_model_default: str = None,
+    config_files: dict[str: str] = None,
+    results: list[str] = None,
     # grid_default: str,
     # cashloan_default: str,
     # utilityrate_default: str,
-    config_files: dict[str: str] = None,
-    results: list[str] = None,
 ) -> dict:
     """
     Run pySam simulation. Only works with pysam weather.
@@ -311,7 +311,19 @@ def pysam(
             pv_inputs = json.load( f )
 
         # these break the model when being loaded using InSpire doubleday configs
-        bad_parameters = {'adjust_constant', 'adjust_en_timeindex', 'adjust_en_periods', 'adjust_timeindex', 'adjust_periods', 'dc_adjust_constant', 'dc_adjust_en_timeindex', 'dc_adjust_en_periods', 'dc_adjust_timeindex', 'dc_adjust_periods'}
+        # this is NREL-PySAM version dependent, these are problematic on 5.1.0
+        bad_parameters = {
+            'adjust_constant', 
+            'adjust_en_timeindex', 
+            'adjust_en_periods', 
+            'adjust_timeindex', 
+            'adjust_periods', 
+            'dc_adjust_constant', 
+            'dc_adjust_en_timeindex', 
+            'dc_adjust_en_periods', 
+            'dc_adjust_timeindex', 
+            'dc_adjust_periods'
+        }
 
         for k, v in pv_inputs.items():
             if k not in ({'number_inputs', 'solar_resource_file'} | bad_parameters):
@@ -528,7 +540,7 @@ def solar_resource_dict(weather_df, meta):
     if 'wind_direction' in weather_df.columns.values:
         sr['wdir'] = list(weather_df['wind_direction']) 
 
-    print(sr['alb'])
+    # print(sr['alb'])
 
     return sr 
 
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 8d9cd6bf..61780499 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1109,8 +1109,8 @@ def addLocation(
         country: Optional[str] = None,
         state: Optional[str] = None,
         county: Optional[str] = None,
-        year: int = 2022,
         satellite: str = "Americas",
+        year: Union[str, int] = "TMY",
         nsrdb_attributes: List[str] = [
             "air_temperature",
             "wind_speed",
@@ -1154,7 +1154,7 @@ def addLocation(
         downsample_factor : int
             downsample the weather and metadata attached to the region you have selected. default(0), means no downsampling
         year : int
-            year of data to use from NSRDB, default = ``2022``
+            year of data to use from NSRDB, default = ``TMY`` otherwise provide integer like ``2022`` for psm3 yearly data.
         nsrdb_attributes : list(str)
             list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).
 
@@ -1173,18 +1173,18 @@ def addLocation(
             flag true if you want to see a runtime notification for added location/gids
         """
 
-        if self.gids is not None:
-            print(
-                "Scenario already has designated project points.\nNothing has been added."
-            )
-            print(self.gids)
-            return
+#        if self.gids is not None:
+#            print(
+#                "Scenario already has designated project points.\nNothing has been added."
+#            )
+#            print(self.gids)
+#            return
+        self.gids, self.weather_data, self.meta_data = None, None, None
 
         weather_db = "NSRDB"
         weather_arg = {
             "satellite": satellite,
-            # "names": year, # allow user to choose tmy or year
-            "names":"TMY",
+            "names": year,
             "NREL_HPC": True,
             "attributes": nsrdb_attributes,
         }
diff --git a/pyproject.toml b/pyproject.toml
index 483cb421..7f026635 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -77,10 +77,10 @@ books = [
     "jupyter-book",
 ]
 sam = [
-    "pysam",
+    "NREL-PySAM==5.1.0",
 ]
 all = [
-    "pvdeg[docs,test,books,sam]",
+    "pvdeg[docs,testrpp,books,sam]",
 ]
 
 [project.entry-points.pvdeg]

From d27e00624f535c79bfc6c9d6840b3ec3e27a0a94 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 7 Feb 2025 11:56:07 -0700
Subject: [PATCH 098/109] geospatialscenario -> scenario.py for diff

---
 pvdeg/scenario.py | 1162 ++++++++++++++++++++++++++++++++++++++++++++-
 1 file changed, 1161 insertions(+), 1 deletion(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 9ac7cf2d..fe6741bc 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -6,6 +6,8 @@
 import pvdeg
 from pvdeg import utilities
 
+import matplotlib
+import matplotlib.pyplot as plt
 from datetime import date
 from datetime import datetime as dt
 import os
@@ -23,6 +25,9 @@
 from functools import partial
 import pprint
 from IPython.display import display, HTML
+import cartopy.crs as ccrs
+import cartopy.feature as cfeature
+from dask.distributed import Client
 # import cartopy.crs as ccrs
 # import cartopy.feature as cfeature
 
@@ -1083,4 +1088,1159 @@ def format_pipeline(self):
             """
             pipeline_html += step_content
         pipeline_html += "</div>"
-        return pipeline_html
\ No newline at end of file
+        return pipeline_html
+
+
+class GeospatialScenario(Scenario):
+    def __init__(
+        self,
+        name: str = None,
+        path: str = None,
+        gids: Optional[Union[list, np.ndarray]] = None,
+        modules: list = [],
+        pipeline: dict = {},
+        file=None,
+        results=None,
+        hpc=False,
+        geospatial=False,
+        weather_data: xr.Dataset = None,
+        meta_data: pd.DataFrame = None,
+        func: Callable = None,
+        template: xr.Dataset = None,
+        dask_client: Client = None,
+    ):
+        super().__init__(
+            name=name,
+            path=path,
+            gids=gids,
+            modules=modules,
+            pipeline=pipeline,
+            file=file,
+            results=results,
+            weather_data=weather_data,
+            meta_data=meta_data,
+        )
+        self.geospatial = geospatial
+        self.hpc = hpc
+        self.func = func
+        self.template = template
+        self.dask_client = dask_client
+        self.kdtree = None # sklearn kdtree
+
+    def __eq__(self, other):
+        raise NotImplementedError("""
+            Cannot directly compare pvdeg.GeospatialScenario objects
+            due to larger than memory/out of memory datasets stored in 
+            GeospatialScenario.weather_data attribute.
+            """)
+
+    def start_dask(self, hpc=None) -> None:
+        """
+            Starts a dask cluster for parallel processing.
+
+            Parameters
+            ----------
+            hpc : dict
+                Dictionary containing dask hpc settings (see examples below).
+                Supply `None` for a default configuration.
+
+            Examples
+            --------
+            Local cluster:
+
+            .. code-block:: python
+
+                hpc = {'manager': 'local',
+                    'n_workers': 1,
+                    'threads_per_worker': 8,
+                    'memory_limit': '10GB'}
+
+            SLURM cluster:
+
+            .. code-block:: python
+
+                kestrel = {
+                    'manager': 'slurm',
+                    'n_jobs': 1,  # Max number of nodes used for parallel processing
+                    'cores': 104,
+                    'memory': '246GB',
+                    'account': 'pvsoiling',
+                    'walltime': '4:00:00',
+                    'processes': 52,
+                    'local_directory': '/tmp/scratch',
+                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
+                    'death_timeout': 600,}
+        """
+        self.dask_client = pvdeg.geospatial.start_dask()
+                                 
+    # add restoring from gids functionality from nsrdb
+    def addLocation(
+        self,
+        country: Optional[str] = None,
+        state: Optional[str] = None,
+        county: Optional[str] = None,
+        year: int = 2022,
+        satellite: str = "Americas",
+        nsrdb_attributes: List[str] = [
+            "air_temperature",
+            "wind_speed",
+            "dhi",
+            "ghi",
+            "dni",
+            "relative_humidity",
+        ],
+        downsample_factor: int = 0,
+        gids: Optional[Union[int, List[int], np.ndarray]] = None,
+        bbox_kwarg: Optional[dict] = {},
+        see_added: bool = False,
+    ) -> None:
+        """
+        Add a location to the scenario. This can be done in three ways: Pass (region, region_col) for gid list.
+
+        Parameters:
+        -----------
+        country : str
+            country to include from NSRDB. Currently supports full string names only.
+            Either single string form or list of strings form.
+            Examples:
+            - ``country='United States'``
+            - ``country=['United States']``
+            - ``country=['Mexico', 'Canada']``
+
+        state : str
+            combination of states or provinces to include from NSRDB.
+            Supports two-letter codes for American states. Can mix two-letter
+            codes with full length strings. Can take single string, or list of strings (len >= 1)
+            Examples:
+            - ``state='Washington'``
+            - ``state=WA`` (state abbr is case insensitive)
+            - ``state=['CO', 'British Columbia']``
+
+        county : str
+            county to include from NSRDB. If duplicate county exists in two
+            states present in the ``state`` argument, both will be included.
+            If no state is provided
+        downsample_factor : int
+            downsample the weather and metadata attached to the region you have selected. default(0), means no downsampling
+        year : int
+            year of data to use from NSRDB, default = ``2022``
+        nsrdb_attributes : list(str)
+            list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).\
+            Default = ``['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']``
+        see_added : bool
+            flag true if you want to see a runtime notification for added location/gids
+        """
+
+        if self.gids is not None:
+            print(
+                "Scenario already has designated project points.\nNothing has been added."
+            )
+            print(self.gids)
+            return
+
+        weather_db = "NSRDB"
+        weather_arg = {
+            "satellite": satellite,
+            "names": year,
+            "NREL_HPC": True,
+            "attributes": nsrdb_attributes,
+        }
+
+        geo_weather, geo_meta = pvdeg.weather.get(
+            weather_db, geospatial=True, **weather_arg
+        )
+
+        if gids:
+            geo_meta = geo_meta.loc[gids]
+
+        if bbox_kwarg:
+            bbox_gids = pvdeg.geospatial.apply_bounding_box(geo_meta, **bbox_kwarg)
+            geo_meta = geo_meta.loc[bbox_gids]
+
+
+        #                Downselect by Region
+        # ======================================================
+
+        # string to list whole word list or keep list
+        toList = lambda s: s if isinstance(s, list) else [s]
+
+        if country:
+            countries = toList(country)
+            self._check_set(countries, set(geo_meta["country"]))
+            geo_meta = geo_meta[geo_meta["country"].isin(countries)]
+
+
+        if state:
+            states = toList(state)
+            states = [
+                pvdeg.utilities._get_state(entry) if len(entry) == 2 else entry
+                for entry in states
+            ]
+
+            self._check_set(states, set(geo_meta["state"]))
+            geo_meta = geo_meta[geo_meta["state"].isin(states)]
+
+
+        if county:
+            if isinstance(county, str):
+                county = toList(county)
+
+            self._check_set(county, set(geo_meta["county"]))
+            geo_meta = geo_meta[geo_meta["county"].isin(county)]
+        # ======================================================
+
+        geo_meta, geo_gids = pvdeg.utilities.gid_downsampling(
+            geo_meta, downsample_factor
+        )
+
+        self.weather_data = geo_weather
+        self.meta_data = geo_meta
+        self.gids = geo_gids
+
+        if see_added:
+            message = f"Gids Added - {self.gids}"
+            warnings.warn(message, UserWarning)
+
+        return
+
+    def location_bounding_box(
+        self,
+        coord_1: Optional[tuple[float]] = None,
+        coord_2: Optional[tuple[float]] = None,
+        coords: Optional[np.ndarray[float]] = None,
+    ) -> None:
+        """
+
+        Apply a latitude-longitude rectangular bounding box to
+        geospatial scenario metadata.
+
+        Parameters:
+        -----------
+        coord_1 : list, tuple
+            Top left corner of bounding box as lat-long coordinate pair as list or
+            tuple.
+        coord_2 : list, tuple
+            Bottom right corner of bounding box as lat-long coordinate pair in list
+            or tuple.
+        coords : np.array
+            2d tall numpy array of [lat, long] pairs. Bounding box around the most
+            extreme entries of the array. Alternative to providing top left and
+            bottom right box corners. Could be used to select amongst a subset of
+            data points. ex) Given all points for the planet, downselect based on
+            the most extreme coordinates for the United States coastline information.
+
+        Returns:
+        --------
+        None
+        """
+        bbox_gids = pvdeg.geospatial.apply_bounding_box(
+            self.meta_data, coord_1, coord_2, coords
+        )
+
+        self.meta_data = self.meta_data.loc[bbox_gids]
+
+    def set_kdtree(self, kdtree = None) -> None:
+        """Initialize a kidtree and save it to the GeospatialScenario"""
+        if kdtree is None:
+            self.kdtree = pvdeg.geospatial.meta_KDtree(meta_df=self.meta_data)
+        else:
+            self.kdtree = kdtree
+
+
+    def classify_mountains_radii(
+        self,
+        rad_1: Union[float, int] = 12,
+        rad_2: Union[float, int] = 1,
+        threshold_factor: Union[float, int] = 1.25,
+        elevation_floor: Union[float, int] = 0,
+        bbox_kwarg: Optional[dict] = {},
+        kdtree = None,
+    ):
+        """
+        Find mountains from elevation metadata using sklearn kdtree for fast lookup.
+        Compares a large area of points to a small area of points to find
+        significant changes in elevation representing mountains. Tweak the radii
+        to determine the sensitivity and noise. Bad radii cause the result to
+        become unstable quickly. kdtree can be generated using
+        ``pvdeg.geospatial.meta_KDTree``
+
+        Parameters:
+        -----------
+        meta_df : pd.DataFrame
+            Dataframe of metadata as generated by pvdeg.weather.get for geospatial
+        rad_1 : float
+            radius of the larger search area whose elevations are compared against
+            the smaller search area. controls the kdtree query region.
+        rad_2 : float
+            radius of the smaller search area whose elevations are compared to the
+            larger area. controls the kdtree query region.
+        threshold_factor : float
+            change the significance level of elevation difference between
+            small and large regions. Higher means terrain must be more extreme to
+            register as a mountain. Small changes result in large differences here.
+            When the left side of the expression is greater, the datapoint is
+            classified as a mountain.
+            ``local mean elevation > broad mean elevation * threshold_factor``
+        elevation_floor : int
+            minimum inclusive elevation in meters. If a point has smaller location
+            it will be clipped from result.
+        kdtree : sklearn.neighbors.KDTree
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``
+
+        Returns:
+        --------
+        None, strictly updates meta_data attribute of GeospatialScenario instance.
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        gids = pvdeg.geospatial.identify_mountains_radii(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            rad_1=rad_1,
+            rad_2=rad_2,
+            threshold_factor=threshold_factor,
+            elevation_floor=elevation_floor,
+            bbox_kwarg=bbox_kwarg,
+        )
+
+        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
+        return
+
+    def classify_mountains_weights(
+        self,
+        threshold: int = 0,
+        percentile: int = 75,
+        k_neighbors: int = 3,
+        method: str = "mean",
+        normalization: str = "linear",
+        kdtree = None,
+    ):
+        """
+        Add a column to the scenario meta_data dataframe containing a boolean
+        True or False value representing if the entry is a near a mountain.
+        Calculated from weights assigned during stochastic downselection.
+
+        Parameters:
+        -----------
+        threshold : float
+            minimum weight that a mountain can be identifed.
+            value between `[0,1]` (inclusive)
+        percentile : float, int, (default = 75)
+            mountain classification sensitivity. Calculates percentile of values
+            remaining after thresholding, weights above this percentile are
+            classified as mountains. value between `[0, 100]` (inclusive)
+        k_neighbors : int, (default = 3)
+            number of neighbors to check for elevation data in nearest neighbors
+        method : str, (default = 'mean')
+            method to calculate elevation weights for each point.
+            Options : `'mean'`, `'sum'`, `'median'`
+        normalization : str, (default = 'linear')
+            function to apply when normalizing weights. Logarithmic uses log_e/ln
+            options : `'linear'`, `'logarithmic'`, '`exponential'`
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
+
+        Returns:
+        --------
+        None, strictly updates meta_data attribute of scenario.
+
+        See Also:
+        ---------
+        `pvdeg.geospatial.identify_mountains_weights`
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        gids = pvdeg.geospatial.identify_mountains_weights(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            threshold=threshold,
+            percentile=percentile,
+            k_neighbors=k_neighbors,
+            method=method,
+            normalization=normalization,
+        )
+
+        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
+        return
+
+    def classify_feature(
+        self,
+        feature_name=None,
+        resolution="10m",
+        radius=None,
+        kdtree=None,
+        bbox_kwarg={},
+    ):
+        """
+        feature_name : str
+            cartopy.feature.NaturalEarthFeature feature key.
+            Options: ``'lakes'``, ``'rivers_lake_centerlines'``, ``'coastline'``
+        resolution : str
+            cartopy.feature.NaturalEarthFeature resolution.
+            Options: ``'10m'``, ``'50m'``, ``'110m'``
+        radius : float
+            Area around feature coordinates to include in the downsampled result.
+            Bigger area means larger radius and more samples included.
+            pass
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
+
+        Returns:
+        --------
+        None, strictly updates meta_data attribute of scenario.
+
+        See Also:
+        ---------
+        `pvdeg.geospatial.feature_downselect`
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        feature_gids = pvdeg.geospatial.feature_downselect(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            feature_name=feature_name,
+            resolution=resolution,
+            radius=radius,
+            bbox_kwarg=bbox_kwarg,
+        )
+
+        self.meta_data[feature_name] = (self.meta_data.index).isin(feature_gids)
+        return
+
+    def downselect_elevation_stochastic(
+        self,
+        downselect_prop,
+        k_neighbors=3,
+        method="mean",
+        normalization="linear",
+        kdtree = None,
+    ):
+        """
+        Prefenetially downselect data points based on elevation and update
+        scenario metadata.
+
+        Parameters:
+        -----------
+        downselect_prop : float
+            proportion of original datapoints to keep in output gids list
+        k_neighbors : int, (default = 3)
+            number of neighbors to check for elevation data in nearest neighbors
+        method : str, (default = 'mean')
+            method to calculate elevation weights for each point.
+            Options : `'mean'`, `'sum'`, `'median'`
+        normalization : str, (default = 'linear')
+            function to apply when normalizing weights. Logarithmic uses $log_e$, $ln$
+            options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
+
+        Returns:
+        --------
+        None
+
+        See Also:
+        ---------
+        `pvdeg.geospatial.elevation_stochastic_downselect` for more info/docs
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        gids = pvdeg.geospatial.elevation_stochastic_downselect(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            downselect_prop=downselect_prop,
+            k_neighbors=k_neighbors,
+            method=method,
+            normalization=normalization,
+        )
+
+        self.meta_data = self.meta_data.iloc[gids]
+        return
+
+    def gid_downsample(self, downsample_factor: int) -> None:
+        """
+        Downsample the NSRDB GID grid by a factor of n
+
+        Returns:
+        --------
+        None
+
+        See Also:
+        ---------
+        `pvdeg.utilities.gid_downsample`
+        """
+        self.meta_data, _ = utilities.gid_downsampling(
+            meta=self.meta_data, n=downsample_factor
+        )
+
+    def gids_tonumpy(self) -> np.array:
+        """
+        Convert the scenario's gids to a numpy array
+
+        Returns:
+        --------
+        gids : np.array
+            all nsrdb gids from the scenario's metadata
+        """
+        return self.meta_data.index
+
+    def gids_tolist(self) -> np.array:
+        """
+        Convert the scenario's gids to a python list
+
+        Returns:
+        --------
+        gids : np.array
+            all nsrdb gids from the scenario's metadata
+        """
+        return list(self.meta_data.index)
+
+    def coords_tonumpy(self) -> np.array:
+        """
+        Create a tall 2d numpy array of gids of the shape
+        ```
+        [
+            [lat, long],
+                ...
+            [lat, long]
+        ]
+        ```
+        Returns:
+        --------
+        coords : np.array
+            tall numpy array of lat-long pairs
+        """
+        coords = np.column_stack(
+            self.meta_data["latitude"], self.meta_data["longitude"]
+        )
+
+        return coords
+
+    def get_geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
+        """
+        Extract the geospatial weather dataset and metadata dataframe from the scenario object
+
+        Example Use:
+        >>> geo_weather, geo_meta = GeospatialScenario.geospatial_data()
+
+        This gets us the result we would use in the traditional pvdeg geospatial approach.
+
+        Parameters:
+        -----------
+        None
+
+        Returns:
+        --------
+        (weather_data, meta_data): tuple[xr.Dataset, pd.DataFrame]
+            A tuple of weather data as an `xarray.Dataset` and the corresponding meta data as a dataframe.
+        """
+        # downsample here, not done already happens at pipeline runtime
+        geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index).chunk(
+            chunks={"time": -1, "gid": 50}
+        )
+        return geo_weather_sub, self.meta_data
+
+    # @dispatch(xr.Dataset, pd.DataFrame)
+    def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) -> None:
+        """
+        Parameters:
+        -----------
+        weather_ds : xarray.Dataset
+            Dataset containing weather data for a block of gids.
+        meta_df : pandas.DataFrame
+            DataFrame containing meta data for a block of gids.
+
+        Modifies:
+        ----------
+        self.weather_data
+            sets to weather_ds
+        self.meta_data
+            sets to meta_df
+        """
+        self.weather_data, self.meta_data = weather_ds, meta_df
+
+    def addJob(
+        self,
+        func: Callable,
+        template: xr.Dataset = None,
+        func_params: dict = {},
+        see_added: bool = False
+    ) -> None:
+        """
+        Add a pvdeg geospatial function to the scenario pipeline. If no template is provided, `addJob` attempts to use `geospatial.auto_template` this will raise an 
+
+        Parameters:
+        -----------
+        func : function
+            pvdeg function to use for geospatial analysis. 
+        template : xarray.Dataset
+            Template for output data. Only required if a function is not supported by `geospatial.auto_template`.
+        func_params : dict
+            job specific keyword argument dictionary to provide to the function
+        see_added : bool
+            set flag to get a userWarning notifying the user of the job added
+            to the pipeline in method call. ``default = False``
+        """
+
+        if template is None:
+
+            # take the weather datapoints specified by metadata and create a template based on them.
+            self.weather_data = self.weather_data.sel(gid=self.meta_data.index)
+            template = pvdeg.geospatial.auto_template(func=func, ds_gids=self.weather_data)
+
+        self.template = template
+        self.func = func
+        self.func_params = func_params
+
+        if see_added:
+            message = f"{func.__name__} added to scenario with arguments {func_params} using template: {template}"
+            warnings.warn(message, UserWarning)
+
+
+
+    def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
+        """
+        Run the geospatial scenario stored in the geospatial scenario object.
+
+        Only supports one function at a time. Unlike `Scenario` which supports unlimited conventional pipeline jobs.
+        Results are stored in the `GeospatialScenario.results` attribute.
+
+        Creates a dask client if it has not been initialized previously with `GeospatialScenario.start_dask`.
+
+        Parameters:
+        -----------
+        hpc_worker_conf : dict
+            Dictionary containing dask hpc settings (see examples below).
+            When `None`, a default configuration is used. 
+
+            Examples
+            --------
+            Local cluster:
+
+            .. code-block:: python
+
+                hpc = {'manager': 'local',
+                    'n_workers': 1,
+                    'threads_per_worker': 8,
+                    'memory_limit': '10GB'}
+
+            SLURM cluster:
+
+            .. code-block:: python
+
+                kestrel = {
+                    'manager': 'slurm',
+                    'n_jobs': 1,  # Max number of nodes used for parallel processing
+                    'cores': 104,
+                    'memory': '246GB',
+                    'account': 'pvsoiling',
+                    'walltime': '4:00:00',
+                    'processes': 52,
+                    'local_directory': '/tmp/scratch',
+                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
+                    'death_timeout': 600,}
+        """
+        if self.dask_client and hpc_worker_conf:
+            raise ValueError(f"Dask Client already exists, cannot configure new client.")
+        elif not self.dask_client:
+            self.dask_client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
+        
+        print("Dashboard:", self.dask_client.dashboard_link)
+
+        analysis_result = pvdeg.geospatial.analysis(
+            weather_ds=self.weather_data,
+            meta_df=self.meta_data,
+            func=self.func,
+            template=self.template, # provided or generated via autotemplate in GeospatialScenario.addJob
+        )
+
+        self.results = analysis_result
+
+        self.dask_client.shutdown()
+
+    def restore_result_gids(self):
+        """
+        Restore gids to result Dataset as datavariable from original metadata.
+        Assumes results will be in the same order as input metadata rows.
+        Otherwise will fail silently and restore incorrect gids
+        """
+
+        flattened = self.results.stack(points=("latitude", "longitude"))
+
+        gids = self.meta_data.index.values
+
+        # Create a DataArray with the gids and assign it to the Dataset
+        gids_da = xr.DataArray(gids, coords=[flattened["points"]], name="gids")
+
+        # Unstack the DataArray to match the original dimensions of the Dataset
+        gids_da = gids_da.unstack("points")
+
+        self.results = self.results.assign(gids=gids_da)
+
+    def _get_geospatial_data(year: int):
+        """
+        Helper function. gets geospatial weather dataset and metadata dictionary.
+
+        Parameters
+        ----------
+        Year : int
+            select the year of data to take from the NSRDB
+
+        Returns
+        --------
+        weather_ds : xarray.Dataset
+            dataset with coordinates of gid and time and weather data as datavariables
+        meta_df : pd.DataFrame
+            dataframe with each row representing the metadata of each gid in the dataset
+        """
+        weather_db = "NSRDB"
+
+        weather_arg = {
+            "satellite": "Americas",
+            "names": year,
+            "NREL_HPC": True,
+            # 'attributes': ['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']}
+            "attributes": [],  # does having do atributes break anything, should we just pick one
+        }
+
+        weather_ds, meta_df = pvdeg.weather.get(
+            weather_db, geospatial=True, **weather_arg
+        )
+
+        return weather_ds, meta_df
+
+    def getValidRegions(
+        self,
+        country: Optional[str] = None,
+        state: Optional[str] = None,
+        county: Optional[str] = None,
+        target_region: Optional[str] = None,
+    ):
+        """
+        Gets all valid region names in the NSRDB. Only works on hpc
+
+        Arguments
+        ---------
+        country : str, optional
+        state : str, optional
+        country : str, optional
+        target_region : str
+            Select return field. Options ``country``, ``state``, ``county``.
+
+        Returns
+        -------
+        valid_regions : numpy.ndarray
+            list of strings representing all unique region entries in the nsrdb.
+        """
+
+        if not self.geospatial:  # add hpc check
+            return AttributeError(
+                f"self.geospatial should be True. Current value = {self.geospatial}"
+            )
+
+        # discard_weather, meta_df = Scenario._get_geospatial_data(year=2022)
+        discard_weather, meta_df = self._get_geospatial_data(year=2022)
+
+        if country:
+            meta_df = meta_df[meta_df["country"] == country]
+        if state:
+            meta_df = meta_df[meta_df["state"] == state]
+        if county:
+            meta_df = meta_df[meta_df["county"] == county]
+
+        return meta_df[target_region].unique()
+
+    def plot(self):
+        """
+        Not Usable in GeospatialScenario class instance, only in Scenario instance.
+        """
+        # python has no way to hide a parent class method in the child, so this only exists to prevent access
+        #
+        raise AttributeError(
+            "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
+        )
+
+
+    def plot_coords(
+        self,
+        coord_1: Optional[tuple[float]] = None,
+        coord_2: Optional[tuple[float]] = None,
+        coords: Optional[np.ndarray[float]] = None,
+        size: Union[int, float] = 1,
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        """
+        Plot lat-long coordinate pairs on blank map. Quickly view
+        geospatial datapoints before your analysis.
+
+        Parameters:
+        -----------
+        coord_1 : list, tuple
+            Top left corner of bounding box as lat-long coordinate pair as list or
+            tuple.
+        coord_2 : list, tuple
+            Bottom right corner of bounding box as lat-long coordinate pair in list
+            or tuple.
+        coords : np.array
+            2d tall numpy array of [lat, long] pairs. Bounding box around the most
+            extreme entries of the array. Alternative to providing top left and
+            bottom right box corners. Could be used to select amongst a subset of
+            data points. ex) Given all points for the planet, downselect based on
+            the most extreme coordinates for the United States coastline information.
+        size : float
+            matplotlib scatter point size. Without any downsampling NSRDB
+            points will siginficantly overlap.
+
+        Returns:
+        --------
+        fig, ax
+            matplotlib figure and axis
+        """
+        fig = plt.figure(figsize=(15, 10))
+        ax = plt.axes(projection=ccrs.PlateCarree())
+
+        if (coord_1 and coord_2) or (coords != None):
+            utilities._plot_bbox_corners(
+                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
+            )
+
+        utilities._add_cartopy_features(ax=ax)
+
+        ax.scatter(
+            self.meta_data["longitude"],
+            self.meta_data["latitude"],
+            color="black",
+            s=size,
+            transform=ccrs.PlateCarree(),
+        )
+
+        plt.title(f"Coordinate Pairs from '{self.name}' Meta Data")
+        plt.show()
+
+        return fig, ax
+
+
+    def plot_meta_classification(
+        self,
+        col_name: str = None,
+        coord_1: Optional[tuple[float]] = None,
+        coord_2: Optional[tuple[float]] = None,
+        coords: Optional[np.ndarray[float]] = None,
+        size: Union[int, float] = 1,
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        """
+        Plot classified lat-long coordinate pairs on map. Quicly view
+        geospatial datapoints with binary classification in a meta_data
+        dataframe column before your analysis.
+
+        Parameters:
+        -----------
+        col_name : str
+            Column containing binary classification data. Ex: `mountain` after
+            running ``downselect_mountains_weights``.
+        coord_1 : list, tuple
+            Top left corner of bounding box as lat-long coordinate pair as list or
+            tuple.
+        coord_2 : list, tuple
+            Bottom right corner of bounding box as lat-long coordinate pair in list
+            or tuple.
+        coords : np.array
+            2d tall numpy array of [lat, long] pairs. Bounding box around the most
+            extreme entries of the array. Alternative to providing top left and
+            bottom right box corners. Could be used to select amongst a subset of
+            data points. ex) Given all points for the planet, downselect based on
+            the most extreme coordinates for the United States coastline information.
+        size : float
+            matplotlib scatter point size. Without any downsampling NSRDB
+            points will siginficantly overlap.
+
+        Returns:
+        --------
+        fig, ax
+            matplotlib figure and axis
+        """
+        if not col_name:
+            raise ValueError("col_name cannot be none")
+
+        if col_name not in self.meta_data.columns:
+            raise ValueError(
+                f"{col_name} not in self.meta_data columns as follows {self.meta_data.columns}"
+            )
+
+        col_dtype = self.meta_data[col_name].dtype
+        if col_dtype != bool:
+            raise ValueError(
+                f"meta_data column {col_name} expected dtype bool not {col_dtype}"
+            )
+
+        near = self.meta_data[self.meta_data[col_name] == True]
+        not_near = self.meta_data[self.meta_data[col_name] == False]
+
+        fig = plt.figure(figsize=(15, 10))
+        ax = plt.axes(projection=ccrs.PlateCarree())
+
+        if (coord_1 and coord_2) or (coords != None):
+            utilities._plot_bbox_corners(
+                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
+            )
+        utilities._add_cartopy_features(ax=ax)
+
+        ax.scatter(
+            not_near["longitude"],
+            not_near["latitude"],
+            color="red",
+            s=size,
+            transform=ccrs.PlateCarree(),
+            label=f"Not Near {col_name}",
+        )
+        ax.scatter(
+            near["longitude"],
+            near["latitude"],
+            color="blue",
+            s=size,
+            transform=ccrs.PlateCarree(),
+            label=f"Near {col_name}",
+        )
+
+        plt.title(f"Geographic Points with Proximity to {col_name} Highlighted")
+        plt.legend()
+        plt.show()
+
+        return fig, ax
+
+    def plot_world(
+        self,
+        data_variable: str,
+        cmap: str = "viridis",
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        da = (self.results)[data_variable]
+
+        fig, ax = plt.subplots(
+            figsize=(10, 6), subplot_kw={"projection": ccrs.PlateCarree()}
+        )
+
+        da.plot(ax=ax, transform=ccrs.PlateCarree(), cmap=cmap)
+        ax.set_extent([-180, 180, -90, 90], crs=ccrs.PlateCarree())
+
+        ax.coastlines()
+        ax.add_feature(cfeature.BORDERS)
+        ax.gridlines(draw_labels=True)
+
+        ax.add_feature(cfeature.LAND)
+        ax.add_feature(cfeature.OCEAN)
+        ax.add_feature(cfeature.LAKES, edgecolor="black")
+        plt.show()
+
+        return fig, ax
+
+    # test this
+    def plot_USA(
+        self,
+        data_from_result: str,
+        fpath: str = None,
+        cmap: str = "viridis",
+        vmin: Union[int, float] = 0,
+        vmax: Optional[Union[int, float]] = None,
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        """
+        Plot a vizualization of the geospatial scenario result.
+        Only works on geospatial scenarios.
+
+        Parameters
+        ----------
+        data_from_result : str
+            select the datavariable to plot from the result xarray
+        fpath : str
+            path to save plot output on, saves to current directory if ``None``
+        cmap : str
+            colormap to use in plot
+        vmin : int
+            lower bound on values in linear color map
+        vmax : int
+            upper bound on values in linear color map
+        """
+
+        if not self.geospatial:
+            return False
+
+        fig, ax = pvdeg.geospatial.plot_USA(
+            self.results[data_from_result],
+            cmap=cmap,
+            vmin=vmin,
+            vmax=vmax,
+            title="add_dynamic_title",
+            cb_title=f"dynamic title : {data_from_result}",
+        )
+
+        fpath if fpath else [f"os.getcwd/{self.name}-{self.results[data_from_result]}"]
+        fig.savefig()
+
+        return fig, ax
+
+
+    def _check_set(self, iterable, to_check: set):
+        """Check if iterable is a subset of to_check"""
+        if not isinstance(iterable, set):
+            iterable = set(iterable)
+
+        if not iterable.issubset(to_check):
+            raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
+
+    def format_geospatial_work(self):
+        if self.func:
+            return f"""
+                <p><strong>self.func:</strong> {self.func.__name__}</p>
+                <p><strong>self.template:</strong> {self.format_template()}</p>
+            """
+
+        return ""
+
+    def format_dask_link(self):
+        if self.dask_client:
+            return f"""
+                <a href="{self.dask_client.dashboard_link}" target="_blank">{self.dask_client.dashboard_link}</a></p>
+            """
+        return ""
+
+    def _ipython_display_(self):
+        file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
+        html_content = f"""
+        <div style="border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;">
+            <h2>self.name: {self.name}</h2>
+            <p><strong>self.path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
+            <p><strong>self.hpc:</strong> {self.hpc}</p>
+            <p><strong>self.gids:</strong> {self.gids}</p>
+            <div>
+                <h3>self.results</h3>
+                {self.format_results() if self.results else None}
+            </div>
+            <div>
+                <h3>Geospatial Work</h3>
+                {self.format_geospatial_work()}
+            </div>
+            <div>
+                <h3>self.modules</h3>
+                {super().format_modules()}
+            </div>
+            <div>
+                <h3>self.weather_data</h3>
+                {self.format_geo_weather()}
+            </div>
+            <div>
+                <h3>self.meta_data</h3>
+                {self.format_geo_meta()}
+            </div>
+            <div>
+                <h3>self.dask_client</h3>
+                {self.format_dask_link()}
+            </div>
+        </div>
+        <p><i>All attributes can be accessed by the names shown above.</i></p>
+        <script>
+            function toggleVisibility(id) {{
+                var content = document.getElementById(id);
+                var arrow = document.getElementById('arrow_' + id);
+                if (content.style.display === 'none') {{
+                    content.style.display = 'block';
+                    arrow.innerHTML = '▼';
+                }} else {{
+                    content.style.display = 'none';
+                    arrow.innerHTML = '►';
+                }}
+            }}
+        </script>
+        """
+        display(HTML(html_content))
+
+    def format_results(self):
+        results_html = "<div>"
+        if "geospatial_job" in self.results:
+            result = self.results["geospatial_job"]
+            result_id = "geospatial_result"
+            formatted_output = self.format_output(result)
+            result_content = f"""
+            <div id="{result_id}" onclick="toggleVisibility('content_{result_id}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_{result_id}" style="color: #b676c2;">►</span>
+                    Geospatial Result
+                </h4>
+            </div>
+            <div id="content_{result_id}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
+                {formatted_output}
+            </div>
+            """
+            results_html += result_content
+        results_html += "</div>"
+        return results_html
+
+    def format_geo_meta(self):
+        meta_data_html = ""
+
+        if self.meta_data is not None:
+
+            meta_data_html = f"""
+            <div id="meta_data" onclick="toggleVisibility('content_meta_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_meta_data" style="color: #b676c2;">►</span>
+                    Meta Data
+                </h4>
+            </div>
+            <div id="content_meta_data" style="display:none; margin-left: 20px; padding: 5px;">
+                {self.meta_data._repr_html_()}
+            </div>
+            """
+
+        return meta_data_html
+
+    def format_template(self):
+        template_html = ""
+
+        if self.meta_data is not None:
+
+            template_html = f"""
+            <div id="template" onclick="toggleVisibility('content_template')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_template" style="color: #b676c2;">►</span>
+                    Template
+                </h4>
+            </div>
+            <div id="content_template" style="display:none; margin-left: 20px; padding: 5px;">
+                {self.template._repr_html_()}
+            </div>
+            """
+
+        return template_html
+
+    def format_geo_weather(self):
+        weather_data_html = ""
+
+        if self.weather_data is not None:
+
+            weather_data_html = f"""
+            <div id="weather_data" onclick="toggleVisibility('content_weather_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_weather_data" style="color: #b676c2;">►</span>
+                    Weather Data
+                </h4>
+            </div>
+            <div>
+            <div id="content_weather_data" style="display:none; margin-left: 20px; padding: 5px>
+                {self.weather_data._repr_html_()}
+            </div>
+            """
+
+        return weather_data_html
+

From e4668f09347a9edd9f3eb53894660daf06d55f8a Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 7 Feb 2025 12:02:38 -0700
Subject: [PATCH 099/109] geospatialscenario -> geospatialscenario.py

---
 pvdeg/geospatialscenario.py | 1095 +--------------------------------
 pvdeg/scenario.py           | 1154 -----------------------------------
 tests/data/h5_pytest.h5     |  Bin 125608 -> 125608 bytes
 3 files changed, 2 insertions(+), 2247 deletions(-)

diff --git a/pvdeg/geospatialscenario.py b/pvdeg/geospatialscenario.py
index f5f38636..8720f732 100644
--- a/pvdeg/geospatialscenario.py
+++ b/pvdeg/geospatialscenario.py
@@ -169,7 +169,8 @@ def addLocation(
         weather_db = "NSRDB"
         weather_arg = {
             "satellite": satellite,
-            "names": year,
+            # "names": year, # allow user to choose tmy or year
+            "names":"TMY",
             "NREL_HPC": True,
             "attributes": nsrdb_attributes,
         }
@@ -1173,1095 +1174,3 @@ def format_geo_weather(self):
         return weather_data_html
 
 
-# class GeospatialScenario(Scenario):
-#     def __init__(
-#         self,
-#         name: str = None,
-#         path: str = None,
-#         gids: Optional[Union[list, np.ndarray]] = None,
-#         modules: list = [],
-#         pipeline: dict = {},
-#         file=None,
-#         results=None,
-#         hpc=False,
-#         geospatial=False,
-#         weather_data: xr.Dataset = None,
-#         meta_data: pd.DataFrame = None,
-#         func: Callable = None,
-#         template: xr.Dataset = None,
-#     ):
-#         super().__init__(
-#             name=name,
-#             path=path,
-#             gids=gids,
-#             modules=modules,
-#             pipeline=pipeline,
-#             file=file,
-#             results=results,
-#             weather_data=weather_data,
-#             meta_data=meta_data,
-#         )
-#         self.geospatial = geospatial
-#         self.hpc = hpc
-#         self.func = func
-#         self.template = template
-
-#     def __eq__(self, other):
-#         raise NotImplementedError("""
-#             Cannot directly compare pvdeg.GeospatialScenario objects
-#             due to larger than memory/out of memory datasets stored in 
-#             GeospatialScenario.weather_data attribute.
-#             """)
-                                 
-
-#     # add restoring from gids functionality from nsrdb
-#     def addLocation(
-#         self,
-#         country: Optional[str] = None,
-#         state: Optional[str] = None,
-#         county: Optional[str] = None,
-#         year: int = 2022,
-#         satellite: str = "Americas",
-#         nsrdb_attributes: List[str] = [
-#             "air_temperature",
-#             "wind_speed",
-#             "dhi",
-#             "ghi",
-#             "dni",
-#             "relative_humidity",
-#         ],
-#         downsample_factor: int = 0,
-#         gids: Optional[Union[int, List[int], np.ndarray]] = None,
-#         bbox_kwarg: Optional[dict] = {},
-#         see_added: bool = False,
-#     ) -> None:
-#         """
-#         Add a location to the scenario. This can be done in three ways: Pass (region, region_col) for gid list.
-
-#         Parameters:
-#         -----------
-#         country : str
-#             country to include from NSRDB. Currently supports full string names only.
-#             Either single string form or list of strings form.
-#             Examples:
-#             - ``country='United States'``
-#             - ``country=['United States']``
-#             - ``country=['Mexico', 'Canada']``
-
-#         state : str
-#             combination of states or provinces to include from NSRDB.
-#             Supports two-letter codes for American states. Can mix two-letter
-#             codes with full length strings. Can take single string, or list of strings (len >= 1)
-#             Examples:
-#             - ``state='Washington'``
-#             - ``state=WA`` (state abbr is case insensitive)
-#             - ``state=['CO', 'British Columbia']``
-
-#         county : str
-#             county to include from NSRDB. If duplicate county exists in two
-#             states present in the ``state`` argument, both will be included.
-#             If no state is provided
-#         downsample_factor : int
-#             downsample the weather and metadata attached to the region you have selected. default(0), means no downsampling
-#         year : int
-#             year of data to use from NSRDB, default = ``2022``
-#         nsrdb_attributes : list(str)
-#             list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).\
-#             Default = ``['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']``
-#         see_added : bool
-#             flag true if you want to see a runtime notification for added location/gids
-#         """
-
-#         if self.gids is not None:
-#             print(
-#                 "Scenario already has designated project points.\nNothing has been added."
-#             )
-#             print(self.gids)
-#             return
-
-#         weather_db = "NSRDB"
-#         weather_arg = {
-#             "satellite": satellite,
-#             "names": year,
-#             "NREL_HPC": True,
-#             "attributes": nsrdb_attributes,
-#         }
-
-#         geo_weather, geo_meta = pvdeg.weather.get(
-#             weather_db, geospatial=True, **weather_arg
-#         )
-
-#         if gids:
-#             geo_meta = geo_meta.loc[gids]
-
-#         if bbox_kwarg:
-#             bbox_gids = pvdeg.geospatial.apply_bounding_box(geo_meta, **bbox_kwarg)
-#             geo_meta = geo_meta.loc[bbox_gids]
-
-
-#         #                Downselect by Region
-#         # ======================================================
-
-#         # string to list whole word list or keep list
-#         toList = lambda s: s if isinstance(s, list) else [s]
-
-#         if country:
-#             countries = toList(country)
-#             self._check_set(countries, set(geo_meta["country"]))
-#             geo_meta = geo_meta[geo_meta["country"].isin(countries)]
-
-
-#         if state:
-#             states = toList(state)
-#             states = [
-#                 pvdeg.utilities._get_state(entry) if len(entry) == 2 else entry
-#                 for entry in states
-#             ]
-
-#             self._check_set(states, set(geo_meta["state"]))
-#             geo_meta = geo_meta[geo_meta["state"].isin(states)]
-
-
-#         if county:
-#             if isinstance(county, str):
-#                 county = toList(county)
-
-#             self._check_set(county, set(geo_meta["county"]))
-#             geo_meta = geo_meta[geo_meta["county"].isin(county)]
-#         # ======================================================
-
-#         geo_meta, geo_gids = pvdeg.utilities.gid_downsampling(
-#             geo_meta, downsample_factor
-#         )
-
-#         self.weather_data = geo_weather
-#         self.meta_data = geo_meta
-#         self.gids = geo_gids
-
-#         if see_added:
-#             message = f"Gids Added - {self.gids}"
-#             warnings.warn(message, UserWarning)
-
-#         return
-
-#     def location_bounding_box(
-#         self,
-#         coord_1: Optional[tuple[float]] = None,
-#         coord_2: Optional[tuple[float]] = None,
-#         coords: Optional[np.ndarray[float]] = None,
-#     ) -> None:
-#         """
-
-#         Apply a latitude-longitude rectangular bounding box to
-#         geospatial scenario metadata.
-
-#         Parameters:
-#         -----------
-#         coord_1 : list, tuple
-#             Top left corner of bounding box as lat-long coordinate pair as list or
-#             tuple.
-#         coord_2 : list, tuple
-#             Bottom right corner of bounding box as lat-long coordinate pair in list
-#             or tuple.
-#         coords : np.array
-#             2d tall numpy array of [lat, long] pairs. Bounding box around the most
-#             extreme entries of the array. Alternative to providing top left and
-#             bottom right box corners. Could be used to select amongst a subset of
-#             data points. ex) Given all points for the planet, downselect based on
-#             the most extreme coordinates for the United States coastline information.
-
-#         Returns:
-#         --------
-#         None
-#         """
-#         bbox_gids = pvdeg.geospatial.apply_bounding_box(
-#             self.meta_data, coord_1, coord_2, coords
-#         )
-
-#         self.meta_data = self.meta_data.loc[bbox_gids]
-
-#     def classify_mountains_radii(
-#         self,
-#         kdtree,
-#         rad_1: Union[float, int] = 12,
-#         rad_2: Union[float, int] = 1,
-#         threshold_factor: Union[float, int] = 1.25,
-#         elevation_floor: Union[float, int] = 0,
-#         bbox_kwarg: Optional[dict] = {},
-#     ):
-#         """
-#         Find mountains from elevation metadata using sklearn kdtree for fast lookup.
-#         Compares a large area of points to a small area of points to find
-#         significant changes in elevation representing mountains. Tweak the radii
-#         to determine the sensitivity and noise. Bad radii cause the result to
-#         become unstable quickly. kdtree can be generated using
-#         ``pvdeg.geospatial.meta_KDTree``
-
-#         Parameters:
-#         -----------
-#         meta_df : pd.DataFrame
-#             Dataframe of metadata as generated by pvdeg.weather.get for geospatial
-#         kdtree : sklearn.neighbors.KDTree
-#             kdtree containing latitude-longitude pairs for quick lookups
-#             Generate using ``pvdeg.geospatial.meta_KDTree``
-#         rad_1 : float
-#             radius of the larger search area whose elevations are compared against
-#             the smaller search area. controls the kdtree query region.
-#         rad_2 : float
-#             radius of the smaller search area whose elevations are compared to the
-#             larger area. controls the kdtree query region.
-#         threshold_factor : float
-#             change the significance level of elevation difference between
-#             small and large regions. Higher means terrain must be more extreme to
-#             register as a mountain. Small changes result in large differences here.
-#             When the left side of the expression is greater, the datapoint is
-#             classified as a mountain.
-#             ``local mean elevation > broad mean elevation * threshold_factor``
-#         elevation_floor : int
-#             minimum inclusive elevation in meters. If a point has smaller location
-#             it will be clipped from result.
-
-#         Returns:
-#         --------
-#         None, strictly updates meta_data attribute of geospatial scenari instance.
-#         """
-
-#         gids = pvdeg.geospatial.identify_mountains_radii(
-#             meta_df=self.meta_data,
-#             kdtree=kdtree,
-#             rad_1=rad_1,
-#             rad_2=rad_2,
-#             threshold_factor=threshold_factor,
-#             elevation_floor=elevation_floor,
-#             bbox_kwarg=bbox_kwarg,
-#         )
-
-#         self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
-#         return
-
-#     def classify_mountains_weights(
-#         self,
-#         kdtree,
-#         threshold: int = 0,
-#         percentile: int = 75,
-#         k_neighbors: int = 3,
-#         method: str = "mean",
-#         normalization: str = "linear",
-#     ):
-#         """
-#         Add a column to the scenario meta_data dataframe containing a boolean
-#         True or False value representing if the entry is a near a mountain.
-#         Calculated from weights assigned during stochastic downselection.
-
-#         Parameters:
-#         -----------
-#         kdtree : sklearn.neighbors.KDTree or str
-#             kdtree containing latitude-longitude pairs for quick lookups
-#             Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-#             kdtree as a path to the .pkl file.
-#         threshold : float
-#             minimum weight that a mountain can be identifed.
-#             value between `[0,1]` (inclusive)
-#         percentile : float, int, (default = 75)
-#             mountain classification sensitivity. Calculates percentile of values
-#             remaining after thresholding, weights above this percentile are
-#             classified as mountains. value between `[0, 100]` (inclusive)
-#         k_neighbors : int, (default = 3)
-#             number of neighbors to check for elevation data in nearest neighbors
-#         method : str, (default = 'mean')
-#             method to calculate elevation weights for each point.
-#             Options : `'mean'`, `'sum'`, `'median'`
-#         normalization : str, (default = 'linear')
-#             function to apply when normalizing weights. Logarithmic uses log_e/ln
-#             options : `'linear'`, `'logarithmic'`, '`exponential'`
-
-#         Returns:
-#         --------
-#         None, strictly updates meta_data attribute of scenario.
-
-#         See Also:
-#         ---------
-#         `pvdeg.geospatial.identify_mountains_weights`
-#         """
-#         gids = pvdeg.geospatial.identify_mountains_weights(
-#             meta_df=self.meta_data,
-#             kdtree=kdtree,
-#             threshold=threshold,
-#             percentile=percentile,
-#             k_neighbors=k_neighbors,
-#             method=method,
-#             normalization=normalization,
-#         )
-
-#         self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
-#         return
-
-#     def classify_feature(
-#         self,
-#         kdtree=None,
-#         feature_name=None,
-#         resolution="10m",
-#         radius=None,
-#         bbox_kwarg={},
-#     ):
-#         """
-#         kdtree : sklearn.neighbors.KDTree or str
-#             kdtree containing latitude-longitude pairs for quick lookups
-#             Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-#             kdtree as a path to the .pkl file.
-#         feature_name : str
-#             cartopy.feature.NaturalEarthFeature feature key.
-#             Options: ``'lakes'``, ``'rivers_lake_centerlines'``, ``'coastline'``
-#         resolution : str
-#             cartopy.feature.NaturalEarthFeature resolution.
-#             Options: ``'10m'``, ``'50m'``, ``'110m'``
-#         radius : float
-#             Area around feature coordinates to include in the downsampled result.
-#             Bigger area means larger radius and more samples included.
-#             pass
-
-#         Returns:
-#         --------
-#         None, strictly updates meta_data attribute of scenario.
-
-#         See Also:
-#         ---------
-#         `pvdeg.geospatial.feature_downselect`
-#         """
-
-#         feature_gids = pvdeg.geospatial.feature_downselect(
-#             meta_df=self.meta_data,
-#             kdtree=kdtree,
-#             feature_name=feature_name,
-#             resolution=resolution,
-#             radius=radius,
-#             bbox_kwarg=bbox_kwarg,
-#         )
-
-#         self.meta_data[feature_name] = (self.meta_data.index).isin(feature_gids)
-#         return
-
-#     def downselect_elevation_stochastic(
-#         self,
-#         kdtree,
-#         downselect_prop,
-#         k_neighbors=3,
-#         method="mean",
-#         normalization="linear",
-#     ):
-#         """
-#         Prefenetially downselect data points based on elevation and update
-#         scenario metadata.
-
-#         Parameters:
-#         -----------
-#         kdtree : sklearn.neighbors.KDTree or str
-#             kdtree containing latitude-longitude pairs for quick lookups
-#             Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-#             kdtree as a path to the .pkl file.
-#         downselect_prop : float
-#             proportion of original datapoints to keep in output gids list
-#         k_neighbors : int, (default = 3)
-#             number of neighbors to check for elevation data in nearest neighbors
-#         method : str, (default = 'mean')
-#             method to calculate elevation weights for each point.
-#             Options : `'mean'`, `'sum'`, `'median'`
-#         normalization : str, (default = 'linear')
-#             function to apply when normalizing weights. Logarithmic uses $log_e$, $ln$
-#             options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
-
-#         Returns:
-#         --------
-#         None
-
-#         See Also:
-#         ---------
-#         `pvdeg.geospatial.elevation_stochastic_downselect` for more info/docs
-#         """
-#         gids = pvdeg.geospatial.elevation_stochastic_downselect(
-#             meta_df=self.meta_data,
-#             kdtree=kdtree,
-#             downselect_prop=downselect_prop,
-#             k_neighbors=k_neighbors,
-#             method=method,
-#             normalization=normalization,
-#         )
-
-#         self.meta_data = self.meta_data.iloc[gids]
-#         return
-
-#     def gid_downsample(self, downsample_factor: int) -> None:
-#         """
-#         Downsample the NSRDB GID grid by a factor of n
-
-#         Returns:
-#         --------
-#         None
-
-#         See Also:
-#         ---------
-#         `pvdeg.utilities.gid_downsample`
-#         """
-#         self.meta_data, _ = utilities.gid_downsampling(
-#             meta=self.meta_data, n=downsample_factor
-#         )
-
-#     def gids_tonumpy(self) -> np.array:
-#         """
-#         Convert the scenario's gids to a numpy array
-
-#         Returns:
-#         --------
-#         gids : np.array
-#             all nsrdb gids from the scenario's metadata
-#         """
-#         return self.meta_data.index
-
-#     def gids_tolist(self) -> np.array:
-#         """
-#         Convert the scenario's gids to a python list
-
-#         Returns:
-#         --------
-#         gids : np.array
-#             all nsrdb gids from the scenario's metadata
-#         """
-#         return list(self.meta_data.index)
-
-#     def coords_tonumpy(self) -> np.array:
-#         """
-#         Create a tall 2d numpy array of gids of the shape
-#         ```
-#         [
-#             [lat, long],
-#                 ...
-#             [lat, long]
-#         ]
-#         ```
-#         Returns:
-#         --------
-#         coords : np.array
-#             tall numpy array of lat-long pairs
-#         """
-#         coords = np.column_stack(
-#             self.meta_data["latitude"], self.meta_data["longitude"]
-#         )
-
-#         return coords
-
-#     def get_geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
-#         """
-#         Extract the geospatial weather dataset and metadata dataframe from the scenario object
-
-#         Example Use:
-#         >>> geo_weather, geo_meta = GeospatialScenario.geospatial_data()
-
-#         This gets us the result we would use in the traditional pvdeg geospatial approach.
-
-#         Parameters:
-#         -----------
-#         None
-
-#         Returns:
-#         --------
-#         (weather_data, meta_data): tuple[xr.Dataset, pd.DataFrame]
-#             A tuple of weather data as an `xarray.Dataset` and the corresponding meta data as a dataframe.
-#         """
-#         # downsample here, not done already happens at pipeline runtime
-#         geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index).chunk(
-#             chunks={"time": -1, "gid": 50}
-#         )
-#         return geo_weather_sub, self.meta_data
-
-#     # @dispatch(xr.Dataset, pd.DataFrame)
-#     def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) -> None:
-#         """
-#         Parameters:
-#         -----------
-#         weather_ds : xarray.Dataset
-#             Dataset containing weather data for a block of gids.
-#         meta_df : pandas.DataFrame
-#             DataFrame containing meta data for a block of gids.
-
-#         Modifies:
-#         ----------
-#         self.weather_data
-#             sets to weather_ds
-#         self.meta_data
-#             sets to meta_df
-#         """
-#         self.weather_data, self.meta_data = weather_ds, meta_df
-
-#     def addJob(
-#         self,
-#         func: Callable,
-#         template: xr.Dataset = None,
-#         func_params: dict = {},
-#         see_added: bool = False
-#     ) -> None:
-#         """
-#         Add a pvdeg geospatial function to the scenario pipeline. If no template is provided, `addJob` attempts to use `geospatial.auto_template` this will raise an 
-
-#         Parameters:
-#         -----------
-#         func : function
-#             pvdeg function to use for geospatial analysis. 
-#         template : xarray.Dataset
-#             Template for output data. Only required if a function is not supported by `geospatial.auto_template`.
-#         func_params : dict
-#             job specific keyword argument dictionary to provide to the function
-#         see_added : bool
-#             set flag to get a userWarning notifying the user of the job added
-#             to the pipeline in method call. ``default = False``
-#         """
-
-#         if template is None:
-
-#             # take the weather datapoints specified by metadata and create a template based on them.
-#             self.weather_data = self.weather_data.sel(gid=self.meta_data.index)
-#             template = pvdeg.geospatial.auto_template(func=func, ds_gids=self.weather_data)
-
-#         self.template = template
-#         self.func = func
-#         self.func_params = func_params
-
-#         if see_added:
-#             message = f"{func.__name__} added to scenario with arguments {func_params} using template: {template}"
-#             warnings.warn(message, UserWarning)
-
-
-
-#     def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
-#         """
-#         Run the geospatial scenario stored in the geospatial scenario object.
-
-#         Only supports one function at a time. Unlike `Scenario` which supports unlimited conventional pipeline jobs.
-#         Results are stored in the `GeospatialScenario.results` attribute.
-
-#         Creates a dask cluster or client using the hpc_worker_conf parameter.
-
-#         Parameters:
-#         -----------
-#         hpc_worker_conf : dict
-#             Dictionary containing dask hpc settings (see examples below).
-
-#             Examples
-#             --------
-#             Local cluster:
-
-#             .. code-block:: python
-
-#                 hpc = {'manager': 'local',
-#                     'n_workers': 1,
-#                     'threads_per_worker': 8,
-#                     'memory_limit': '10GB'}
-
-#             SLURM cluster:
-
-#             .. code-block:: python
-
-#                 kestrel = {
-#                     'manager': 'slurm',
-#                     'n_jobs': 1,  # Max number of nodes used for parallel processing
-#                     'cores': 104,
-#                     'memory': '246GB',
-#                     'account': 'pvsoiling',
-#                     'walltime': '4:00:00',
-#                     'processes': 52,
-#                     'local_directory': '/tmp/scratch',
-#                     'job_extra_directives': ['-o ./logs/slurm-%j.out'],
-#                     'death_timeout': 600,}
-#         """
-#         client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
-
-#         analysis_result = pvdeg.geospatial.analysis(
-#             weather_ds=self.weather_data,
-#             meta_df=self.meta_data,
-#             func=self.func,
-#             template=self.template, # provided or generated via autotemplate in GeospatialScenario.addJob
-#         )
-
-#         self.results = analysis_result
-
-#         client.shutdown()
-
-#     def restore_result_gids(self):
-#         """
-#         Restore gids to result Dataset as datavariable from original metadata.
-#         Assumes results will be in the same order as input metadata rows.
-#         Otherwise will fail silently and restore incorrect gids
-#         """
-
-#         flattened = self.results.stack(points=("latitude", "longitude"))
-
-#         gids = self.meta_data.index.values
-
-#         # Create a DataArray with the gids and assign it to the Dataset
-#         gids_da = xr.DataArray(gids, coords=[flattened["points"]], name="gids")
-
-#         # Unstack the DataArray to match the original dimensions of the Dataset
-#         gids_da = gids_da.unstack("points")
-
-#         self.results = self.results.assign(gids=gids_da)
-
-#     def _get_geospatial_data(year: int):
-#         """
-#         Helper function. gets geospatial weather dataset and metadata dictionary.
-
-#         Parameters
-#         ----------
-#         Year : int
-#             select the year of data to take from the NSRDB
-
-#         Returns
-#         --------
-#         weather_ds : xarray.Dataset
-#             dataset with coordinates of gid and time and weather data as datavariables
-#         meta_df : pd.DataFrame
-#             dataframe with each row representing the metadata of each gid in the dataset
-#         """
-#         weather_db = "NSRDB"
-
-#         weather_arg = {
-#             "satellite": "Americas",
-#             "names": year,
-#             "NREL_HPC": True,
-#             # 'attributes': ['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']}
-#             "attributes": [],  # does having do atributes break anything, should we just pick one
-#         }
-
-#         weather_ds, meta_df = pvdeg.weather.get(
-#             weather_db, geospatial=True, **weather_arg
-#         )
-
-#         return weather_ds, meta_df
-
-#     def getValidRegions(
-#         self,
-#         country: Optional[str] = None,
-#         state: Optional[str] = None,
-#         county: Optional[str] = None,
-#         target_region: Optional[str] = None,
-#     ):
-#         """
-#         Gets all valid region names in the NSRDB. Only works on hpc
-
-#         Arguments
-#         ---------
-#         country : str, optional
-#         state : str, optional
-#         country : str, optional
-#         target_region : str
-#             Select return field. Options ``country``, ``state``, ``county``.
-
-#         Returns
-#         -------
-#         valid_regions : numpy.ndarray
-#             list of strings representing all unique region entries in the nsrdb.
-#         """
-
-#         if not self.geospatial:  # add hpc check
-#             return AttributeError(
-#                 f"self.geospatial should be True. Current value = {self.geospatial}"
-#             )
-
-#         # discard_weather, meta_df = Scenario._get_geospatial_data(year=2022)
-#         discard_weather, meta_df = self._get_geospatial_data(year=2022)
-
-#         if country:
-#             meta_df = meta_df[meta_df["country"] == country]
-#         if state:
-#             meta_df = meta_df[meta_df["state"] == state]
-#         if county:
-#             meta_df = meta_df[meta_df["county"] == county]
-
-#         return meta_df[target_region].unique()
-
-#     def plot(self):
-#         """
-#         Not Usable in GeospatialScenario class instance, only in Scenario instance.
-#         python has no way to hide a parent class method in the child,
-#         so this only exists to prevent access
-#         """
-#         raise AttributeError(
-#             "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
-#         )
-
-#     import matplotlib
-
-#     def plot_coords(
-#         self,
-#         coord_1: Optional[tuple[float]] = None,
-#         coord_2: Optional[tuple[float]] = None,
-#         coords: Optional[np.ndarray[float]] = None,
-#         size: Union[int, float] = 1,
-#     ) -> tuple[matplotlib.figure, matplotlib.axes]:
-#         """
-#         Plot lat-long coordinate pairs on blank map. Quickly view
-#         geospatial datapoints before your analysis.
-
-#         Parameters:
-#         -----------
-#         coord_1 : list, tuple
-#             Top left corner of bounding box as lat-long coordinate pair as list or
-#             tuple.
-#         coord_2 : list, tuple
-#             Bottom right corner of bounding box as lat-long coordinate pair in list
-#             or tuple.
-#         coords : np.array
-#             2d tall numpy array of [lat, long] pairs. Bounding box around the most
-#             extreme entries of the array. Alternative to providing top left and
-#             bottom right box corners. Could be used to select amongst a subset of
-#             data points. ex) Given all points for the planet, downselect based on
-#             the most extreme coordinates for the United States coastline information.
-#         size : float
-#             matplotlib scatter point size. Without any downsampling NSRDB
-#             points will siginficantly overlap.
-
-#         Returns:
-#         --------
-#         fig, ax
-#             matplotlib figure and axis
-#         """
-#         fig = plt.figure(figsize=(15, 10))
-#         ax = plt.axes(projection=ccrs.PlateCarree())
-
-#         if (coord_1 and coord_2) or (coords != None):
-#             utilities._plot_bbox_corners(
-#                 ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
-#             )
-
-#         utilities._add_cartopy_features(ax=ax)
-
-#         ax.scatter(
-#             self.meta_data["longitude"],
-#             self.meta_data["latitude"],
-#             color="black",
-#             s=size,
-#             transform=ccrs.PlateCarree(),
-#         )
-
-#         plt.title(f"Coordinate Pairs from '{self.name}' Meta Data")
-#         plt.show()
-
-#         return fig, ax
-
-
-#     def plot_meta_classification(
-#         self,
-#         col_name: str = None,
-#         coord_1: Optional[tuple[float]] = None,
-#         coord_2: Optional[tuple[float]] = None,
-#         coords: Optional[np.ndarray[float]] = None,
-#         size: Union[int, float] = 1,
-#     ) -> tuple[matplotlib.figure, matplotlib.axes]:
-#         """
-#         Plot classified lat-long coordinate pairs on map. Quicly view
-#         geospatial datapoints with binary classification in a meta_data
-#         dataframe column before your analysis.
-
-#         Parameters:
-#         -----------
-#         col_name : str
-#             Column containing binary classification data. Ex: `mountain` after
-#             running ``downselect_mountains_weights``.
-#         coord_1 : list, tuple
-#             Top left corner of bounding box as lat-long coordinate pair as list or
-#             tuple.
-#         coord_2 : list, tuple
-#             Bottom right corner of bounding box as lat-long coordinate pair in list
-#             or tuple.
-#         coords : np.array
-#             2d tall numpy array of [lat, long] pairs. Bounding box around the most
-#             extreme entries of the array. Alternative to providing top left and
-#             bottom right box corners. Could be used to select amongst a subset of
-#             data points. ex) Given all points for the planet, downselect based on
-#             the most extreme coordinates for the United States coastline information.
-#         size : float
-#             matplotlib scatter point size. Without any downsampling NSRDB
-#             points will siginficantly overlap.
-
-#         Returns:
-#         --------
-#         fig, ax
-#             matplotlib figure and axis
-#         """
-#         if not col_name:
-#             raise ValueError("col_name cannot be none")
-
-#         if col_name not in self.meta_data.columns:
-#             raise ValueError(
-#                 f"{col_name} not in self.meta_data columns as follows {self.meta_data.columns}"
-#             )
-
-#         col_dtype = self.meta_data[col_name].dtype
-#         if col_dtype != bool:
-#             raise ValueError(
-#                 f"meta_data column {col_name} expected dtype bool not {col_dtype}"
-#             )
-
-#         near = self.meta_data[self.meta_data[col_name] == True]
-#         not_near = self.meta_data[self.meta_data[col_name] == False]
-
-#         fig = plt.figure(figsize=(15, 10))
-#         ax = plt.axes(projection=ccrs.PlateCarree())
-
-#         if (coord_1 and coord_2) or (coords != None):
-#             utilities._plot_bbox_corners(
-#                 ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
-#             )
-#         utilities._add_cartopy_features(ax=ax)
-
-#         ax.scatter(
-#             not_near["longitude"],
-#             not_near["latitude"],
-#             color="red",
-#             s=size,
-#             transform=ccrs.PlateCarree(),
-#             label=f"Not Near {col_name}",
-#         )
-#         ax.scatter(
-#             near["longitude"],
-#             near["latitude"],
-#             color="blue",
-#             s=size,
-#             transform=ccrs.PlateCarree(),
-#             label=f"Near {col_name}",
-#         )
-
-#         plt.title(f"Geographic Points with Proximity to {col_name} Highlighted")
-#         plt.legend()
-#         plt.show()
-
-#         return fig, ax
-
-#     def plot_world(
-#         self,
-#         data_variable: str,
-#         cmap: str = "viridis",
-#     ) -> tuple[matplotlib.figure, matplotlib.axes]:
-#         da = (self.results)[data_variable]
-
-#         fig, ax = plt.subplots(
-#             figsize=(10, 6), subplot_kw={"projection": ccrs.PlateCarree()}
-#         )
-
-#         da.plot(ax=ax, transform=ccrs.PlateCarree(), cmap=cmap)
-#         ax.set_extent([-180, 180, -90, 90], crs=ccrs.PlateCarree())
-
-#         ax.coastlines()
-#         ax.add_feature(cfeature.BORDERS)
-#         ax.gridlines(draw_labels=True)
-
-#         ax.add_feature(cfeature.LAND)
-#         ax.add_feature(cfeature.OCEAN)
-#         ax.add_feature(cfeature.LAKES, edgecolor="black")
-#         plt.show()
-
-#         return fig, ax
-
-#     # test this
-#     def plot_USA(
-#         self,
-#         data_from_result: str,
-#         fpath: str = None,
-#         cmap: str = "viridis",
-#         vmin: Union[int, float] = 0,
-#         vmax: Optional[Union[int, float]] = None,
-#     ) -> tuple[matplotlib.figure, matplotlib.axes]:
-#         """
-#         Plot a vizualization of the geospatial scenario result.
-#         Only works on geospatial scenarios.
-
-#         Parameters
-#         ----------
-#         data_from_result : str
-#             select the datavariable to plot from the result xarray
-#         fpath : str
-#             path to save plot output on, saves to current directory if ``None``
-#         cmap : str
-#             colormap to use in plot
-#         vmin : int
-#             lower bound on values in linear color map
-#         vmax : int
-#             upper bound on values in linear color map
-#         """
-
-#         if not self.geospatial:
-#             return False
-
-#         fig, ax = pvdeg.geospatial.plot_USA(
-#             self.results[data_from_result],
-#             cmap=cmap,
-#             vmin=vmin,
-#             vmax=vmax,
-#             title="add_dynamic_title",
-#             cb_title=f"dynamic title : {data_from_result}",
-#         )
-
-#         fpath if fpath else [f"os.getcwd/{self.name}-{self.results[data_from_result]}"]
-#         fig.savefig()
-
-#         return fig, ax
-
-
-#     def _check_set(self, iterable, to_check: set):
-#         """Check if iterable is a subset of to_check"""
-#         if not isinstance(iterable, set):
-#             iterable = set(iterable)
-
-#         if not iterable.issubset(to_check):
-#             raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
-
-    
-#     # GeospatialScenario no longer uses pipeline, instead job attributes are stored in attrbutes "func", "template"
-#     # def format_pipeline(self):
-#     #     pipeline_html = "<div>"
-#     #     if "geospatial_job" in self.pipeline:
-#     #         step_name = "geospatial_job"
-#     #         step = self.pipeline[step_name]
-#     #         params_html = f"<pre>{json.dumps(step['params'], indent=2)}</pre>"
-
-#     #         step_content = f"""
-#     #         <div id="{step_name}" onclick="toggleVisibility('pipeline_{step_name}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-#     #             <h4 style="font-family: monospace; margin: 0;">
-#     #                 <span id="arrow_pipeline_{step_name}" style="color: #b676c2;">►</span>
-#     #                 {step['job'].__name__}, <span style="color: #b676c2;">#{step_name}</span>
-#     #             </h4>
-#     #         </div>
-#     #         <div id="pipeline_{step_name}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
-#     #             <p>Job: {step['job'].__name__}</p>
-#     #             <p>Parameters:</p>
-#     #             <div style="margin-left: 20px;">
-#     #                 {params_html}
-#     #             </div>
-#     #         </div>
-#     #         """
-#     #         pipeline_html += step_content
-#     #     pipeline_html += "</div>"
-#     #     return pipeline_html
-
-#     def _ipython_display_(self):
-#         file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
-#         html_content = f"""
-#         <div style="border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;">
-#             <h2>{self.name}: Scenario Analysis</h2>
-#             <p><strong>Path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
-#             <p><strong>HPC Configuration:</strong> {self.hpc}</p>
-#             <p><strong>GIDs:</strong> {self.gids}</p>
-#             <div>
-#                 <h3>Results</h3>
-#                 {self.format_results() if self.results else None}
-#             </div>
-#             <div>
-#                 <h3>Geospatial Job</h3>
-#                 Function : {self.func.__name__}
-#                 {self.format_template()}
-#             </div>
-#             <div>
-#                 <h3>Modules</h3>
-#                 {super().format_modules()}
-#             </div>
-#             <div>
-#                 <h3>Weather Dataset</h3>
-#                 {self.format_geo_weather()}
-#             </div>
-#             <div>
-#                 <h3>Meta Dataframe</h3>
-#                 {self.format_geo_meta()}
-#             </div>
-#         </div>
-#         <script>
-#             function toggleVisibility(id) {{
-#                 var content = document.getElementById(id);
-#                 var arrow = document.getElementById('arrow_' + id);
-#                 if (content.style.display === 'none') {{
-#                     content.style.display = 'block';
-#                     arrow.innerHTML = '▼';
-#                 }} else {{
-#                     content.style.display = 'none';
-#                     arrow.innerHTML = '►';
-#                 }}
-#             }}
-#         </script>
-#         """
-#         display(HTML(html_content))
-
-#     def format_results(self):
-#         results_html = "<div>"
-#         if "geospatial_job" in self.results:
-#             result = self.results["geospatial_job"]
-#             result_id = "geospatial_result"
-#             formatted_output = self.format_output(result)
-#             result_content = f"""
-#             <div id="{result_id}" onclick="toggleVisibility('content_{result_id}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-#                 <h4 style="font-family: monospace; margin: 0;">
-#                     <span id="arrow_content_{result_id}" style="color: #b676c2;">►</span>
-#                     Geospatial Result
-#                 </h4>
-#             </div>
-#             <div id="content_{result_id}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
-#                 {formatted_output}
-#             </div>
-#             """
-#             results_html += result_content
-#         results_html += "</div>"
-#         return results_html
-
-#     def format_geo_meta(self):
-#         meta_data_html = ""
-
-#         if self.meta_data is not None:
-
-#             meta_data_html = f"""
-#             <div id="meta_data" onclick="toggleVisibility('content_meta_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-#                 <h4 style="font-family: monospace; margin: 0;">
-#                     <span id="arrow_content_meta_data" style="color: #b676c2;">►</span>
-#                     Meta Data
-#                 </h4>
-#             </div>
-#             <div id="content_meta_data" style="display:none; margin-left: 20px; padding: 5px;">
-#                 {self.meta_data._repr_html_()}
-#             </div>
-#             """
-
-#         return meta_data_html
-
-#     def format_template(self):
-#         template_html = ""
-
-#         if self.meta_data is not None:
-
-#             template_html = f"""
-#             <div id="template" onclick="toggleVisibility('content_template')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-#                 <h4 style="font-family: monospace; margin: 0;">
-#                     <span id="arrow_content_template" style="color: #b676c2;">►</span>
-#                     Template
-#                 </h4>
-#             </div>
-#             <div id="content_template" style="display:none; margin-left: 20px; padding: 5px;">
-#                 {self.template._repr_html_()}
-#             </div>
-#             """
-
-#         return template_html
-
-#     def format_geo_weather(self):
-#         weather_data_html = ""
-
-#         if self.weather_data is not None:
-
-#             weather_data_html = f"""
-#             <div id="weather_data" onclick="toggleVisibility('content_weather_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-#                 <h4 style="font-family: monospace; margin: 0;">
-#                     <span id="arrow_content_weather_data" style="color: #b676c2;">►</span>
-#                     Weather Data
-#                 </h4>
-#             </div>
-#             <div>
-#             <div id="content_weather_data" style="display:none; margin-left: 20px; padding: 5px>
-#                 {self.weather_data._repr_html_()}
-#             </div>
-#             """
-
-#         return weather_data_html
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 21edfa8a..815da704 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1091,1157 +1091,3 @@ def format_pipeline(self):
         return pipeline_html
 
 
-class GeospatialScenario(Scenario):
-    def __init__(
-        self,
-        name: str = None,
-        path: str = None,
-        gids: Optional[Union[list, np.ndarray]] = None,
-        modules: list = [],
-        pipeline: dict = {},
-        file=None,
-        results=None,
-        hpc=False,
-        geospatial=False,
-        weather_data: xr.Dataset = None,
-        meta_data: pd.DataFrame = None,
-        func: Callable = None,
-        template: xr.Dataset = None,
-        dask_client: Client = None,
-    ):
-        super().__init__(
-            name=name,
-            path=path,
-            gids=gids,
-            modules=modules,
-            pipeline=pipeline,
-            file=file,
-            results=results,
-            weather_data=weather_data,
-            meta_data=meta_data,
-        )
-        self.geospatial = geospatial
-        self.hpc = hpc
-        self.func = func
-        self.template = template
-        self.dask_client = dask_client
-        self.kdtree = None # sklearn kdtree
-
-    def __eq__(self, other):
-        raise NotImplementedError("""
-            Cannot directly compare pvdeg.GeospatialScenario objects
-            due to larger than memory/out of memory datasets stored in 
-            GeospatialScenario.weather_data attribute.
-            """)
-
-    def start_dask(self, hpc=None) -> None:
-        """
-            Starts a dask cluster for parallel processing.
-
-            Parameters
-            ----------
-            hpc : dict
-                Dictionary containing dask hpc settings (see examples below).
-                Supply `None` for a default configuration.
-
-            Examples
-            --------
-            Local cluster:
-
-            .. code-block:: python
-
-                hpc = {'manager': 'local',
-                    'n_workers': 1,
-                    'threads_per_worker': 8,
-                    'memory_limit': '10GB'}
-
-            SLURM cluster:
-
-            .. code-block:: python
-
-                kestrel = {
-                    'manager': 'slurm',
-                    'n_jobs': 1,  # Max number of nodes used for parallel processing
-                    'cores': 104,
-                    'memory': '246GB',
-                    'account': 'pvsoiling',
-                    'walltime': '4:00:00',
-                    'processes': 52,
-                    'local_directory': '/tmp/scratch',
-                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
-                    'death_timeout': 600,}
-        """
-        self.dask_client = pvdeg.geospatial.start_dask()
-                                 
-    # add restoring from gids functionality from nsrdb
-    def addLocation(
-        self,
-        country: Optional[str] = None,
-        state: Optional[str] = None,
-        county: Optional[str] = None,
-        year: int = 2022,
-        satellite: str = "Americas",
-        nsrdb_attributes: List[str] = [
-            "air_temperature",
-            "wind_speed",
-            "dhi",
-            "ghi",
-            "dni",
-            "relative_humidity",
-        ],
-        downsample_factor: int = 0,
-        gids: Optional[Union[int, List[int], np.ndarray]] = None,
-        bbox_kwarg: Optional[dict] = {},
-        see_added: bool = False,
-    ) -> None:
-        """
-        Add a location to the scenario. This can be done in three ways: Pass (region, region_col) for gid list.
-
-        Parameters:
-        -----------
-        country : str
-            country to include from NSRDB. Currently supports full string names only.
-            Either single string form or list of strings form.
-            Examples:
-            - ``country='United States'``
-            - ``country=['United States']``
-            - ``country=['Mexico', 'Canada']``
-
-        state : str
-            combination of states or provinces to include from NSRDB.
-            Supports two-letter codes for American states. Can mix two-letter
-            codes with full length strings. Can take single string, or list of strings (len >= 1)
-            Examples:
-            - ``state='Washington'``
-            - ``state=WA`` (state abbr is case insensitive)
-            - ``state=['CO', 'British Columbia']``
-
-        county : str
-            county to include from NSRDB. If duplicate county exists in two
-            states present in the ``state`` argument, both will be included.
-            If no state is provided
-        downsample_factor : int
-            downsample the weather and metadata attached to the region you have selected. default(0), means no downsampling
-        year : int
-            year of data to use from NSRDB, default = ``2022``
-        nsrdb_attributes : list(str)
-            list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).\
-            Default = ``['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']``
-        see_added : bool
-            flag true if you want to see a runtime notification for added location/gids
-        """
-
-        if self.gids is not None:
-            print(
-                "Scenario already has designated project points.\nNothing has been added."
-            )
-            print(self.gids)
-            return
-
-        weather_db = "NSRDB"
-        weather_arg = {
-            "satellite": satellite,
-            # "names": year, # allow user to choose tmy or year
-            "names":"TMY",
-            "NREL_HPC": True,
-            "attributes": nsrdb_attributes,
-        }
-
-        geo_weather, geo_meta = pvdeg.weather.get(
-            weather_db, geospatial=True, **weather_arg
-        )
-
-        if gids:
-            geo_meta = geo_meta.loc[gids]
-
-        if bbox_kwarg:
-            bbox_gids = pvdeg.geospatial.apply_bounding_box(geo_meta, **bbox_kwarg)
-            geo_meta = geo_meta.loc[bbox_gids]
-
-
-        #                Downselect by Region
-        # ======================================================
-
-        # string to list whole word list or keep list
-        toList = lambda s: s if isinstance(s, list) else [s]
-
-        if country:
-            countries = toList(country)
-            self._check_set(countries, set(geo_meta["country"]))
-            geo_meta = geo_meta[geo_meta["country"].isin(countries)]
-
-
-        if state:
-            states = toList(state)
-            states = [
-                pvdeg.utilities._get_state(entry) if len(entry) == 2 else entry
-                for entry in states
-            ]
-
-            self._check_set(states, set(geo_meta["state"]))
-            geo_meta = geo_meta[geo_meta["state"].isin(states)]
-
-
-        if county:
-            if isinstance(county, str):
-                county = toList(county)
-
-            self._check_set(county, set(geo_meta["county"]))
-            geo_meta = geo_meta[geo_meta["county"].isin(county)]
-        # ======================================================
-
-        geo_meta, geo_gids = pvdeg.utilities.gid_downsampling(
-            geo_meta, downsample_factor
-        )
-
-        self.weather_data = geo_weather
-        self.meta_data = geo_meta
-        self.gids = geo_gids
-
-        if see_added:
-            message = f"Gids Added - {self.gids}"
-            warnings.warn(message, UserWarning)
-
-        return
-
-    def location_bounding_box(
-        self,
-        coord_1: Optional[tuple[float]] = None,
-        coord_2: Optional[tuple[float]] = None,
-        coords: Optional[np.ndarray[float]] = None,
-    ) -> None:
-        """
-
-        Apply a latitude-longitude rectangular bounding box to
-        geospatial scenario metadata.
-
-        Parameters:
-        -----------
-        coord_1 : list, tuple
-            Top left corner of bounding box as lat-long coordinate pair as list or
-            tuple.
-        coord_2 : list, tuple
-            Bottom right corner of bounding box as lat-long coordinate pair in list
-            or tuple.
-        coords : np.array
-            2d tall numpy array of [lat, long] pairs. Bounding box around the most
-            extreme entries of the array. Alternative to providing top left and
-            bottom right box corners. Could be used to select amongst a subset of
-            data points. ex) Given all points for the planet, downselect based on
-            the most extreme coordinates for the United States coastline information.
-
-        Returns:
-        --------
-        None
-        """
-        bbox_gids = pvdeg.geospatial.apply_bounding_box(
-            self.meta_data, coord_1, coord_2, coords
-        )
-
-        self.meta_data = self.meta_data.loc[bbox_gids]
-
-    def set_kdtree(self, kdtree = None) -> None:
-        """Initialize a kidtree and save it to the GeospatialScenario"""
-        if kdtree is None:
-            self.kdtree = pvdeg.geospatial.meta_KDtree(meta_df=self.meta_data)
-        else:
-            self.kdtree = kdtree
-
-
-    def classify_mountains_radii(
-        self,
-        rad_1: Union[float, int] = 12,
-        rad_2: Union[float, int] = 1,
-        threshold_factor: Union[float, int] = 1.25,
-        elevation_floor: Union[float, int] = 0,
-        bbox_kwarg: Optional[dict] = {},
-        kdtree = None,
-    ):
-        """
-        Find mountains from elevation metadata using sklearn kdtree for fast lookup.
-        Compares a large area of points to a small area of points to find
-        significant changes in elevation representing mountains. Tweak the radii
-        to determine the sensitivity and noise. Bad radii cause the result to
-        become unstable quickly. kdtree can be generated using
-        ``pvdeg.geospatial.meta_KDTree``
-
-        Parameters:
-        -----------
-        meta_df : pd.DataFrame
-            Dataframe of metadata as generated by pvdeg.weather.get for geospatial
-        rad_1 : float
-            radius of the larger search area whose elevations are compared against
-            the smaller search area. controls the kdtree query region.
-        rad_2 : float
-            radius of the smaller search area whose elevations are compared to the
-            larger area. controls the kdtree query region.
-        threshold_factor : float
-            change the significance level of elevation difference between
-            small and large regions. Higher means terrain must be more extreme to
-            register as a mountain. Small changes result in large differences here.
-            When the left side of the expression is greater, the datapoint is
-            classified as a mountain.
-            ``local mean elevation > broad mean elevation * threshold_factor``
-        elevation_floor : int
-            minimum inclusive elevation in meters. If a point has smaller location
-            it will be clipped from result.
-        kdtree : sklearn.neighbors.KDTree
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``
-
-        Returns:
-        --------
-        None, strictly updates meta_data attribute of GeospatialScenario instance.
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        gids = pvdeg.geospatial.identify_mountains_radii(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            rad_1=rad_1,
-            rad_2=rad_2,
-            threshold_factor=threshold_factor,
-            elevation_floor=elevation_floor,
-            bbox_kwarg=bbox_kwarg,
-        )
-
-        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
-        return
-
-    def classify_mountains_weights(
-        self,
-        threshold: int = 0,
-        percentile: int = 75,
-        k_neighbors: int = 3,
-        method: str = "mean",
-        normalization: str = "linear",
-        kdtree = None,
-    ):
-        """
-        Add a column to the scenario meta_data dataframe containing a boolean
-        True or False value representing if the entry is a near a mountain.
-        Calculated from weights assigned during stochastic downselection.
-
-        Parameters:
-        -----------
-        threshold : float
-            minimum weight that a mountain can be identifed.
-            value between `[0,1]` (inclusive)
-        percentile : float, int, (default = 75)
-            mountain classification sensitivity. Calculates percentile of values
-            remaining after thresholding, weights above this percentile are
-            classified as mountains. value between `[0, 100]` (inclusive)
-        k_neighbors : int, (default = 3)
-            number of neighbors to check for elevation data in nearest neighbors
-        method : str, (default = 'mean')
-            method to calculate elevation weights for each point.
-            Options : `'mean'`, `'sum'`, `'median'`
-        normalization : str, (default = 'linear')
-            function to apply when normalizing weights. Logarithmic uses log_e/ln
-            options : `'linear'`, `'logarithmic'`, '`exponential'`
-        kdtree : sklearn.neighbors.KDTree or str
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
-
-        Returns:
-        --------
-        None, strictly updates meta_data attribute of scenario.
-
-        See Also:
-        ---------
-        `pvdeg.geospatial.identify_mountains_weights`
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        gids = pvdeg.geospatial.identify_mountains_weights(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            threshold=threshold,
-            percentile=percentile,
-            k_neighbors=k_neighbors,
-            method=method,
-            normalization=normalization,
-        )
-
-        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
-        return
-
-    def classify_feature(
-        self,
-        feature_name=None,
-        resolution="10m",
-        radius=None,
-        kdtree=None,
-        bbox_kwarg={},
-    ):
-        """
-        feature_name : str
-            cartopy.feature.NaturalEarthFeature feature key.
-            Options: ``'lakes'``, ``'rivers_lake_centerlines'``, ``'coastline'``
-        resolution : str
-            cartopy.feature.NaturalEarthFeature resolution.
-            Options: ``'10m'``, ``'50m'``, ``'110m'``
-        radius : float
-            Area around feature coordinates to include in the downsampled result.
-            Bigger area means larger radius and more samples included.
-            pass
-        kdtree : sklearn.neighbors.KDTree or str
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
-
-        Returns:
-        --------
-        None, strictly updates meta_data attribute of scenario.
-
-        See Also:
-        ---------
-        `pvdeg.geospatial.feature_downselect`
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        feature_gids = pvdeg.geospatial.feature_downselect(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            feature_name=feature_name,
-            resolution=resolution,
-            radius=radius,
-            bbox_kwarg=bbox_kwarg,
-        )
-
-        self.meta_data[feature_name] = (self.meta_data.index).isin(feature_gids)
-        return
-
-    def downselect_elevation_stochastic(
-        self,
-        downselect_prop,
-        k_neighbors=3,
-        method="mean",
-        normalization="linear",
-        kdtree = None,
-    ):
-        """
-        Prefenetially downselect data points based on elevation and update
-        scenario metadata.
-
-        Parameters:
-        -----------
-        downselect_prop : float
-            proportion of original datapoints to keep in output gids list
-        k_neighbors : int, (default = 3)
-            number of neighbors to check for elevation data in nearest neighbors
-        method : str, (default = 'mean')
-            method to calculate elevation weights for each point.
-            Options : `'mean'`, `'sum'`, `'median'`
-        normalization : str, (default = 'linear')
-            function to apply when normalizing weights. Logarithmic uses $log_e$, $ln$
-            options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
-        kdtree : sklearn.neighbors.KDTree or str
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
-
-        Returns:
-        --------
-        None
-
-        See Also:
-        ---------
-        `pvdeg.geospatial.elevation_stochastic_downselect` for more info/docs
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        gids = pvdeg.geospatial.elevation_stochastic_downselect(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            downselect_prop=downselect_prop,
-            k_neighbors=k_neighbors,
-            method=method,
-            normalization=normalization,
-        )
-
-        self.meta_data = self.meta_data.iloc[gids]
-        return
-
-    def gid_downsample(self, downsample_factor: int) -> None:
-        """
-        Downsample the NSRDB GID grid by a factor of n
-
-        Returns:
-        --------
-        None
-
-        See Also:
-        ---------
-        `pvdeg.utilities.gid_downsample`
-        """
-        self.meta_data, _ = utilities.gid_downsampling(
-            meta=self.meta_data, n=downsample_factor
-        )
-
-    def gids_tonumpy(self) -> np.array:
-        """
-        Convert the scenario's gids to a numpy array
-
-        Returns:
-        --------
-        gids : np.array
-            all nsrdb gids from the scenario's metadata
-        """
-        return self.meta_data.index
-
-    def gids_tolist(self) -> np.array:
-        """
-        Convert the scenario's gids to a python list
-
-        Returns:
-        --------
-        gids : np.array
-            all nsrdb gids from the scenario's metadata
-        """
-        return list(self.meta_data.index)
-
-    def coords_tonumpy(self) -> np.array:
-        """
-        Create a tall 2d numpy array of gids of the shape
-        ```
-        [
-            [lat, long],
-                ...
-            [lat, long]
-        ]
-        ```
-        Returns:
-        --------
-        coords : np.array
-            tall numpy array of lat-long pairs
-        """
-        coords = np.column_stack(
-            self.meta_data["latitude"], self.meta_data["longitude"]
-        )
-
-        return coords
-
-    def get_geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
-        """
-        Extract the geospatial weather dataset and metadata dataframe from the scenario object
-
-        Example Use:
-        >>> geo_weather, geo_meta = GeospatialScenario.geospatial_data()
-
-        This gets us the result we would use in the traditional pvdeg geospatial approach.
-
-        Parameters:
-        -----------
-        None
-
-        Returns:
-        --------
-        (weather_data, meta_data): tuple[xr.Dataset, pd.DataFrame]
-            A tuple of weather data as an `xarray.Dataset` and the corresponding meta data as a dataframe.
-        """
-        # downsample here, not done already happens at pipeline runtime
-        geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index).chunk(
-            chunks={"time": -1, "gid": 50}
-        )
-        return geo_weather_sub, self.meta_data
-
-    # @dispatch(xr.Dataset, pd.DataFrame)
-    def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) -> None:
-        """
-        Parameters:
-        -----------
-        weather_ds : xarray.Dataset
-            Dataset containing weather data for a block of gids.
-        meta_df : pandas.DataFrame
-            DataFrame containing meta data for a block of gids.
-
-        Modifies:
-        ----------
-        self.weather_data
-            sets to weather_ds
-        self.meta_data
-            sets to meta_df
-        """
-        self.weather_data, self.meta_data = weather_ds, meta_df
-
-    def addJob(
-        self,
-        func: Callable,
-        template: xr.Dataset = None,
-        func_params: dict = {},
-        see_added: bool = False
-    ) -> None:
-        """
-        Add a pvdeg geospatial function to the scenario pipeline. If no template is provided, `addJob` attempts to use `geospatial.auto_template` this will raise an 
-
-        Parameters:
-        -----------
-        func : function
-            pvdeg function to use for geospatial analysis. 
-        template : xarray.Dataset
-            Template for output data. Only required if a function is not supported by `geospatial.auto_template`.
-        func_params : dict
-            job specific keyword argument dictionary to provide to the function
-        see_added : bool
-            set flag to get a userWarning notifying the user of the job added
-            to the pipeline in method call. ``default = False``
-        """
-
-        if template is None:
-
-            # take the weather datapoints specified by metadata and create a template based on them.
-            self.weather_data = self.weather_data.sel(gid=self.meta_data.index)
-            template = pvdeg.geospatial.auto_template(func=func, ds_gids=self.weather_data)
-
-        self.template = template
-        self.func = func
-        self.func_params = func_params
-
-        if see_added:
-            message = f"{func.__name__} added to scenario with arguments {func_params} using template: {template}"
-            warnings.warn(message, UserWarning)
-
-
-
-    def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
-        """
-        Run the geospatial scenario stored in the geospatial scenario object.
-
-        Only supports one function at a time. Unlike `Scenario` which supports unlimited conventional pipeline jobs.
-        Results are stored in the `GeospatialScenario.results` attribute.
-
-        Creates a dask client if it has not been initialized previously with `GeospatialScenario.start_dask`.
-
-        Parameters:
-        -----------
-        hpc_worker_conf : dict
-            Dictionary containing dask hpc settings (see examples below).
-            When `None`, a default configuration is used. 
-
-            Examples
-            --------
-            Local cluster:
-
-            .. code-block:: python
-
-                hpc = {'manager': 'local',
-                    'n_workers': 1,
-                    'threads_per_worker': 8,
-                    'memory_limit': '10GB'}
-
-            SLURM cluster:
-
-            .. code-block:: python
-
-                kestrel = {
-                    'manager': 'slurm',
-                    'n_jobs': 1,  # Max number of nodes used for parallel processing
-                    'cores': 104,
-                    'memory': '246GB',
-                    'account': 'pvsoiling',
-                    'walltime': '4:00:00',
-                    'processes': 52,
-                    'local_directory': '/tmp/scratch',
-                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
-                    'death_timeout': 600,}
-        """
-        if self.dask_client and hpc_worker_conf:
-            raise ValueError(f"Dask Client already exists, cannot configure new client.")
-        elif not self.dask_client:
-            self.dask_client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
-        
-        print("Dashboard:", self.dask_client.dashboard_link)
-
-        analysis_result = pvdeg.geospatial.analysis(
-            weather_ds=self.weather_data,
-            meta_df=self.meta_data,
-            func=self.func,
-            template=self.template, # provided or generated via autotemplate in GeospatialScenario.addJob
-        )
-
-        self.results = analysis_result
-
-        self.dask_client.shutdown()
-
-    def restore_result_gids(self):
-        """
-        Restore gids to result Dataset as datavariable from original metadata.
-        Assumes results will be in the same order as input metadata rows.
-        Otherwise will fail silently and restore incorrect gids
-        """
-
-        flattened = self.results.stack(points=("latitude", "longitude"))
-
-        gids = self.meta_data.index.values
-
-        # Create a DataArray with the gids and assign it to the Dataset
-        gids_da = xr.DataArray(gids, coords=[flattened["points"]], name="gids")
-
-        # Unstack the DataArray to match the original dimensions of the Dataset
-        gids_da = gids_da.unstack("points")
-
-        self.results = self.results.assign(gids=gids_da)
-
-    def _get_geospatial_data(year: int):
-        """
-        Helper function. gets geospatial weather dataset and metadata dictionary.
-
-        Parameters
-        ----------
-        Year : int
-            select the year of data to take from the NSRDB
-
-        Returns
-        --------
-        weather_ds : xarray.Dataset
-            dataset with coordinates of gid and time and weather data as datavariables
-        meta_df : pd.DataFrame
-            dataframe with each row representing the metadata of each gid in the dataset
-        """
-        weather_db = "NSRDB"
-
-        weather_arg = {
-            "satellite": "Americas",
-            "names": year,
-            "NREL_HPC": True,
-            # 'attributes': ['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']}
-            "attributes": [],  # does having do atributes break anything, should we just pick one
-        }
-
-        weather_ds, meta_df = pvdeg.weather.get(
-            weather_db, geospatial=True, **weather_arg
-        )
-
-        return weather_ds, meta_df
-
-    def getValidRegions(
-        self,
-        country: Optional[str] = None,
-        state: Optional[str] = None,
-        county: Optional[str] = None,
-        target_region: Optional[str] = None,
-    ):
-        """
-        Gets all valid region names in the NSRDB. Only works on hpc
-
-        Arguments
-        ---------
-        country : str, optional
-        state : str, optional
-        country : str, optional
-        target_region : str
-            Select return field. Options ``country``, ``state``, ``county``.
-
-        Returns
-        -------
-        valid_regions : numpy.ndarray
-            list of strings representing all unique region entries in the nsrdb.
-        """
-
-        if not self.geospatial:  # add hpc check
-            return AttributeError(
-                f"self.geospatial should be True. Current value = {self.geospatial}"
-            )
-
-        # discard_weather, meta_df = Scenario._get_geospatial_data(year=2022)
-        discard_weather, meta_df = self._get_geospatial_data(year=2022)
-
-        if country:
-            meta_df = meta_df[meta_df["country"] == country]
-        if state:
-            meta_df = meta_df[meta_df["state"] == state]
-        if county:
-            meta_df = meta_df[meta_df["county"] == county]
-
-        return meta_df[target_region].unique()
-
-    def plot(self):
-        """
-        Not Usable in GeospatialScenario class instance, only in Scenario instance.
-        """
-        # python has no way to hide a parent class method in the child, so this only exists to prevent access
-        #
-        raise AttributeError(
-            "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
-        )
-
-
-    def plot_coords(
-        self,
-        coord_1: Optional[tuple[float]] = None,
-        coord_2: Optional[tuple[float]] = None,
-        coords: Optional[np.ndarray[float]] = None,
-        size: Union[int, float] = 1,
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        """
-        Plot lat-long coordinate pairs on blank map. Quickly view
-        geospatial datapoints before your analysis.
-
-        Parameters:
-        -----------
-        coord_1 : list, tuple
-            Top left corner of bounding box as lat-long coordinate pair as list or
-            tuple.
-        coord_2 : list, tuple
-            Bottom right corner of bounding box as lat-long coordinate pair in list
-            or tuple.
-        coords : np.array
-            2d tall numpy array of [lat, long] pairs. Bounding box around the most
-            extreme entries of the array. Alternative to providing top left and
-            bottom right box corners. Could be used to select amongst a subset of
-            data points. ex) Given all points for the planet, downselect based on
-            the most extreme coordinates for the United States coastline information.
-        size : float
-            matplotlib scatter point size. Without any downsampling NSRDB
-            points will siginficantly overlap.
-
-        Returns:
-        --------
-        fig, ax
-            matplotlib figure and axis
-        """
-        fig = plt.figure(figsize=(15, 10))
-        ax = plt.axes(projection=ccrs.PlateCarree())
-
-        if (coord_1 and coord_2) or (coords != None):
-            utilities._plot_bbox_corners(
-                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
-            )
-
-        utilities._add_cartopy_features(ax=ax)
-
-        ax.scatter(
-            self.meta_data["longitude"],
-            self.meta_data["latitude"],
-            color="black",
-            s=size,
-            transform=ccrs.PlateCarree(),
-        )
-
-        plt.title(f"Coordinate Pairs from '{self.name}' Meta Data")
-        plt.show()
-
-        return fig, ax
-
-
-    def plot_meta_classification(
-        self,
-        col_name: str = None,
-        coord_1: Optional[tuple[float]] = None,
-        coord_2: Optional[tuple[float]] = None,
-        coords: Optional[np.ndarray[float]] = None,
-        size: Union[int, float] = 1,
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        """
-        Plot classified lat-long coordinate pairs on map. Quicly view
-        geospatial datapoints with binary classification in a meta_data
-        dataframe column before your analysis.
-
-        Parameters:
-        -----------
-        col_name : str
-            Column containing binary classification data. Ex: `mountain` after
-            running ``downselect_mountains_weights``.
-        coord_1 : list, tuple
-            Top left corner of bounding box as lat-long coordinate pair as list or
-            tuple.
-        coord_2 : list, tuple
-            Bottom right corner of bounding box as lat-long coordinate pair in list
-            or tuple.
-        coords : np.array
-            2d tall numpy array of [lat, long] pairs. Bounding box around the most
-            extreme entries of the array. Alternative to providing top left and
-            bottom right box corners. Could be used to select amongst a subset of
-            data points. ex) Given all points for the planet, downselect based on
-            the most extreme coordinates for the United States coastline information.
-        size : float
-            matplotlib scatter point size. Without any downsampling NSRDB
-            points will siginficantly overlap.
-
-        Returns:
-        --------
-        fig, ax
-            matplotlib figure and axis
-        """
-        if not col_name:
-            raise ValueError("col_name cannot be none")
-
-        if col_name not in self.meta_data.columns:
-            raise ValueError(
-                f"{col_name} not in self.meta_data columns as follows {self.meta_data.columns}"
-            )
-
-        col_dtype = self.meta_data[col_name].dtype
-        if col_dtype != bool:
-            raise ValueError(
-                f"meta_data column {col_name} expected dtype bool not {col_dtype}"
-            )
-
-        near = self.meta_data[self.meta_data[col_name] == True]
-        not_near = self.meta_data[self.meta_data[col_name] == False]
-
-        fig = plt.figure(figsize=(15, 10))
-        ax = plt.axes(projection=ccrs.PlateCarree())
-
-        if (coord_1 and coord_2) or (coords != None):
-            utilities._plot_bbox_corners(
-                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
-            )
-        utilities._add_cartopy_features(ax=ax)
-
-        ax.scatter(
-            not_near["longitude"],
-            not_near["latitude"],
-            color="red",
-            s=size,
-            transform=ccrs.PlateCarree(),
-            label=f"Not Near {col_name}",
-        )
-        ax.scatter(
-            near["longitude"],
-            near["latitude"],
-            color="blue",
-            s=size,
-            transform=ccrs.PlateCarree(),
-            label=f"Near {col_name}",
-        )
-
-        plt.title(f"Geographic Points with Proximity to {col_name} Highlighted")
-        plt.legend()
-        plt.show()
-
-        return fig, ax
-
-    def plot_world(
-        self,
-        data_variable: str,
-        cmap: str = "viridis",
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        da = (self.results)[data_variable]
-
-        fig, ax = plt.subplots(
-            figsize=(10, 6), subplot_kw={"projection": ccrs.PlateCarree()}
-        )
-
-        da.plot(ax=ax, transform=ccrs.PlateCarree(), cmap=cmap)
-        ax.set_extent([-180, 180, -90, 90], crs=ccrs.PlateCarree())
-
-        ax.coastlines()
-        ax.add_feature(cfeature.BORDERS)
-        ax.gridlines(draw_labels=True)
-
-        ax.add_feature(cfeature.LAND)
-        ax.add_feature(cfeature.OCEAN)
-        ax.add_feature(cfeature.LAKES, edgecolor="black")
-        plt.show()
-
-        return fig, ax
-
-    # test this
-    def plot_USA(
-        self,
-        data_from_result: str,
-        fpath: str = None,
-        cmap: str = "viridis",
-        vmin: Union[int, float] = 0,
-        vmax: Optional[Union[int, float]] = None,
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        """
-        Plot a vizualization of the geospatial scenario result.
-        Only works on geospatial scenarios.
-
-        Parameters
-        ----------
-        data_from_result : str
-            select the datavariable to plot from the result xarray
-        fpath : str
-            path to save plot output on, saves to current directory if ``None``
-        cmap : str
-            colormap to use in plot
-        vmin : int
-            lower bound on values in linear color map
-        vmax : int
-            upper bound on values in linear color map
-        """
-
-        if not self.geospatial:
-            return False
-
-        fig, ax = pvdeg.geospatial.plot_USA(
-            self.results[data_from_result],
-            cmap=cmap,
-            vmin=vmin,
-            vmax=vmax,
-            title="add_dynamic_title",
-            cb_title=f"dynamic title : {data_from_result}",
-        )
-
-        fpath if fpath else [f"os.getcwd/{self.name}-{self.results[data_from_result]}"]
-        fig.savefig()
-
-        return fig, ax
-
-
-    def _check_set(self, iterable, to_check: set):
-        """Check if iterable is a subset of to_check"""
-        if not isinstance(iterable, set):
-            iterable = set(iterable)
-
-        if not iterable.issubset(to_check):
-            raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
-
-    def format_geospatial_work(self):
-        if self.func:
-            return f"""
-                <p><strong>self.func:</strong> {self.func.__name__}</p>
-                <p><strong>self.template:</strong> {self.format_template()}</p>
-            """
-
-        return ""
-
-    def format_dask_link(self):
-        if self.dask_client:
-            return f"""
-                <a href="{self.dask_client.dashboard_link}" target="_blank">{self.dask_client.dashboard_link}</a></p>
-            """
-        return ""
-
-    def _ipython_display_(self):
-        file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
-        html_content = f"""
-        <div style="border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;">
-            <h2>self.name: {self.name}</h2>
-            <p><strong>self.path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
-            <p><strong>self.hpc:</strong> {self.hpc}</p>
-            <p><strong>self.gids:</strong> {self.gids}</p>
-            <div>
-                <h3>self.results</h3>
-                {self.format_results() if self.results else None}
-            </div>
-            <div>
-                <h3>Geospatial Work</h3>
-                {self.format_geospatial_work()}
-            </div>
-            <div>
-                <h3>self.modules</h3>
-                {super().format_modules()}
-            </div>
-            <div>
-                <h3>self.weather_data</h3>
-                {self.format_geo_weather()}
-            </div>
-            <div>
-                <h3>self.meta_data</h3>
-                {self.format_geo_meta()}
-            </div>
-            <div>
-                <h3>self.dask_client</h3>
-                {self.format_dask_link()}
-            </div>
-        </div>
-        <p><i>All attributes can be accessed by the names shown above.</i></p>
-        <script>
-            function toggleVisibility(id) {{
-                var content = document.getElementById(id);
-                var arrow = document.getElementById('arrow_' + id);
-                if (content.style.display === 'none') {{
-                    content.style.display = 'block';
-                    arrow.innerHTML = '▼';
-                }} else {{
-                    content.style.display = 'none';
-                    arrow.innerHTML = '►';
-                }}
-            }}
-        </script>
-        """
-        display(HTML(html_content))
-
-    def format_results(self):
-        results_html = "<div>"
-        if "geospatial_job" in self.results:
-            result = self.results["geospatial_job"]
-            result_id = "geospatial_result"
-            formatted_output = self.format_output(result)
-            result_content = f"""
-            <div id="{result_id}" onclick="toggleVisibility('content_{result_id}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_{result_id}" style="color: #b676c2;">►</span>
-                    Geospatial Result
-                </h4>
-            </div>
-            <div id="content_{result_id}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
-                {formatted_output}
-            </div>
-            """
-            results_html += result_content
-        results_html += "</div>"
-        return results_html
-
-    def format_geo_meta(self):
-        meta_data_html = ""
-
-        if self.meta_data is not None:
-
-            meta_data_html = f"""
-            <div id="meta_data" onclick="toggleVisibility('content_meta_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_meta_data" style="color: #b676c2;">►</span>
-                    Meta Data
-                </h4>
-            </div>
-            <div id="content_meta_data" style="display:none; margin-left: 20px; padding: 5px;">
-                {self.meta_data._repr_html_()}
-            </div>
-            """
-
-        return meta_data_html
-
-    def format_template(self):
-        template_html = ""
-
-        if self.meta_data is not None:
-
-            template_html = f"""
-            <div id="template" onclick="toggleVisibility('content_template')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_template" style="color: #b676c2;">►</span>
-                    Template
-                </h4>
-            </div>
-            <div id="content_template" style="display:none; margin-left: 20px; padding: 5px;">
-                {self.template._repr_html_()}
-            </div>
-            """
-
-        return template_html
-
-    def format_geo_weather(self):
-        weather_data_html = ""
-
-        if self.weather_data is not None:
-
-            weather_data_html = f"""
-            <div id="weather_data" onclick="toggleVisibility('content_weather_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_weather_data" style="color: #b676c2;">►</span>
-                    Weather Data
-                </h4>
-            </div>
-            <div>
-            <div id="content_weather_data" style="display:none; margin-left: 20px; padding: 5px>
-                {self.weather_data._repr_html_()}
-            </div>
-            """
-
-        return weather_data_html
-
diff --git a/tests/data/h5_pytest.h5 b/tests/data/h5_pytest.h5
index 86eee1ac84070f1a0423bf53a076228e63469672..12175c8e9d0f79d335b06a887dd00af9f868f0be 100644
GIT binary patch
delta 1595
zcmZ2+m3_rk_6;YP8P9J%$sEnXYiYp1z{CIn=O-I-h(uZ%DCsCD6(r`RBo-@KDJU7~
z8R;2=gz`#r3o1b(hI&S3dM031l_eSZc_1-kJxe`9O9hSG#LPS$1>eL<1qCw&BLgE7
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za68|`3ksVg&O{6y*KS_XkRm^Xocm(^kaDiZ{h{RC?HPQGL(07?Y=@S6U*rre_iD@;
MTJFs_&FCNx01)<?eE<Le

delta 1919
zcmZ2+m3_rk_6;YP8Q*O_$sEnXYhl8`z{CIn?<N~^h}2t{DCsCD6(r`RBo-@KDJU7~
z8R{8<gz`#r3o1b(K)#utAy`#qNk)DiNX%Hz&_K^pp+=z~F*!RiJvBuksZzl)FEKeE
zXpWA8XI`=%P*Ni|F*8p`!8fr;LBT@7$iT>0N5Rm*%EZXZ$W&7y+Beu)Ve(QAa~%Uc
z1Ca3<rUjKLAkz)>49y@y#mSj4M;IFF87tK?OkQ88$arA$#lr1;n<UOe3@;yTUeS;u
uKg_)JV*Rl5lE(ev=B4c!e2l}+Pb+MPpPydj3_m|<%o%=u$~evFAP)dBFZJ>O


From a32bdcfc7189fb6aa1fa5da8a7075e95e708efca Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 7 Feb 2025 12:07:29 -0700
Subject: [PATCH 100/109] fix pysam import

---
 pvdeg/pysam.py | 29 +++++++++++++++++++++++------
 1 file changed, 23 insertions(+), 6 deletions(-)

diff --git a/pvdeg/pysam.py b/pvdeg/pysam.py
index 4ea45149..a80274e9 100644
--- a/pvdeg/pysam.py
+++ b/pvdeg/pysam.py
@@ -10,12 +10,7 @@
 import sys
 import os
 
-import PySAM
-import PySAM.Pvsamv1 as pv1
-import PySAM.Pvwattsv8 as pv8
-import PySAM.Grid as Grid
-import PySAM.Utilityrate5 as UtilityRate
-import PySAM.Cashloan as Cashloan
+
 
 from pvdeg import (
     weather,
@@ -54,6 +49,17 @@ def vertical_POA(
         LCOE Levelized cost of energy nominal
     """
 
+    try:
+        import PySAM
+        import PySAM.Pvsamv1 as pv1
+        import PySAM.Pvwattsv8 as pv8
+        import PySAM.Grid as Grid
+        import PySAM.Utilityrate5 as UtilityRate
+        import PySAM.Cashloan as Cashloan
+    except ModuleNotFoundError:
+        print("pysam not found. run pip install pvdeg[sam] to install the NREL-PySAM dependency")
+        return
+
    
     parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
     #print("weather_df KEYs", weather_df.keys())
@@ -286,6 +292,17 @@ def pysam(
         If `results` is not specified, the dictionary will contain every calculation from the model.
     """
 
+    try:
+        import PySAM
+        import PySAM.Pvsamv1 as pv1
+        import PySAM.Pvwattsv8 as pv8
+        import PySAM.Grid as Grid
+        import PySAM.Utilityrate5 as UtilityRate
+        import PySAM.Cashloan as Cashloan
+    except ModuleNotFoundError:
+        print("pysam not found. run pip install pvdeg[sam] to install the NREL-PySAM dependency")
+        return
+
     sr = solar_resource_dict(weather_df=weather_df, meta=meta)
 
     # https://nrel-pysam.readthedocs.io/en/main/modules/Pvwattsv8.html

From 333fa47dd89a8d9a9927196e9e14a3d902f726bb Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 7 Feb 2025 13:29:59 -0700
Subject: [PATCH 101/109] geospatialscenario -> scenario.py

---
 pvdeg/scenario.py | 1174 +++++++++++++++++++++++++++++++++++++++++++++
 1 file changed, 1174 insertions(+)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 815da704..84245d02 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -31,6 +31,25 @@
 # import cartopy.crs as ccrs
 # import cartopy.feature as cfeature
 
+import pvdeg
+from pvdeg import utilities
+
+import os
+import warnings
+import pandas as pd
+import xarray as xr
+import numpy as np
+import matplotlib
+import matplotlib.pyplot as plt
+from typing import List, Union, Optional, Callable
+from dask.distributed import Client
+from IPython.display import display, HTML
+import cartopy.crs as ccrs
+import cartopy.feature as cfeature
+
+from pvdeg.scenario import Scenario
+
+
 class Scenario:
     """
     The scenario object contains all necessary parameters and criteria for a given scenario.
@@ -1091,3 +1110,1158 @@ def format_pipeline(self):
         return pipeline_html
 
 
+class GeospatialScenario(Scenario):
+    def __init__(
+        self,
+        name: str = None,
+        path: str = None,
+        gids: Optional[Union[list, np.ndarray]] = None,
+        modules: list = [],
+        pipeline: dict = {},
+        file=None,
+        results=None,
+        hpc=False,
+        geospatial=False,
+        weather_data: xr.Dataset = None,
+        meta_data: pd.DataFrame = None,
+        func: Callable = None,
+        template: xr.Dataset = None,
+        dask_client: Client = None,
+    ):
+        super().__init__(
+            name=name,
+            path=path,
+            gids=gids,
+            modules=modules,
+            pipeline=pipeline,
+            file=file,
+            results=results,
+            weather_data=weather_data,
+            meta_data=meta_data,
+        )
+        self.geospatial = geospatial
+        self.hpc = hpc
+        self.func = func
+        self.template = template
+        self.dask_client = dask_client
+        self.kdtree = None # sklearn kdtree
+
+    def __eq__(self, other):
+        raise NotImplementedError("""
+            Cannot directly compare pvdeg.GeospatialScenario objects
+            due to larger than memory/out of memory datasets stored in 
+            GeospatialScenario.weather_data attribute.
+            """)
+
+    def start_dask(self, hpc=None) -> None:
+        """
+            Starts a dask cluster for parallel processing.
+
+            Parameters
+            ----------
+            hpc : dict
+                Dictionary containing dask hpc settings (see examples below).
+                Supply `None` for a default configuration.
+
+            Examples
+            --------
+            Local cluster:
+
+            .. code-block:: python
+
+                hpc = {'manager': 'local',
+                    'n_workers': 1,
+                    'threads_per_worker': 8,
+                    'memory_limit': '10GB'}
+
+            SLURM cluster:
+
+            .. code-block:: python
+
+                kestrel = {
+                    'manager': 'slurm',
+                    'n_jobs': 1,  # Max number of nodes used for parallel processing
+                    'cores': 104,
+                    'memory': '246GB',
+                    'account': 'pvsoiling',
+                    'walltime': '4:00:00',
+                    'processes': 52,
+                    'local_directory': '/tmp/scratch',
+                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
+                    'death_timeout': 600,}
+        """
+        self.dask_client = pvdeg.geospatial.start_dask()
+                                 
+    # add restoring from gids functionality from nsrdb
+    def addLocation(
+        self,
+        country: Optional[str] = None,
+        state: Optional[str] = None,
+        county: Optional[str] = None,
+        year: int = 2022,
+        satellite: str = "Americas",
+        nsrdb_attributes: List[str] = [
+            "air_temperature",
+            "wind_speed",
+            "dhi",
+            "ghi",
+            "dni",
+            "relative_humidity",
+        ],
+        downsample_factor: int = 0,
+        gids: Optional[Union[int, List[int], np.ndarray]] = None,
+        bbox_kwarg: Optional[dict] = {},
+        see_added: bool = False,
+    ) -> None:
+        """
+        Add a location to the scenario. This can be done in three ways: Pass (region, region_col) for gid list.
+
+        Parameters:
+        -----------
+        country : str
+            country to include from NSRDB. Currently supports full string names only.
+            Either single string form or list of strings form.
+            Examples:
+            - ``country='United States'``
+            - ``country=['United States']``
+            - ``country=['Mexico', 'Canada']``
+
+        state : str
+            combination of states or provinces to include from NSRDB.
+            Supports two-letter codes for American states. Can mix two-letter
+            codes with full length strings. Can take single string, or list of strings (len >= 1)
+            Examples:
+            - ``state='Washington'``
+            - ``state=WA`` (state abbr is case insensitive)
+            - ``state=['CO', 'British Columbia']``
+
+        county : str
+            county to include from NSRDB. If duplicate county exists in two
+            states present in the ``state`` argument, both will be included.
+            If no state is provided
+        downsample_factor : int
+            downsample the weather and metadata attached to the region you have selected. default(0), means no downsampling
+        year : int
+            year of data to use from NSRDB, default = ``2022``
+        nsrdb_attributes : list(str)
+            list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).\
+            Default = ``['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']``
+        see_added : bool
+            flag true if you want to see a runtime notification for added location/gids
+        """
+
+        if self.gids is not None:
+            print(
+                "Scenario already has designated project points.\nNothing has been added."
+            )
+            print(self.gids)
+            return
+
+        weather_db = "NSRDB"
+        weather_arg = {
+            "satellite": satellite,
+            # "names": year, # allow user to choose tmy or year
+            "names":"TMY",
+            "NREL_HPC": True,
+            "attributes": nsrdb_attributes,
+        }
+
+        geo_weather, geo_meta = pvdeg.weather.get(
+            weather_db, geospatial=True, **weather_arg
+        )
+
+        if gids:
+            geo_meta = geo_meta.loc[gids]
+
+        if bbox_kwarg:
+            bbox_gids = pvdeg.geospatial.apply_bounding_box(geo_meta, **bbox_kwarg)
+            geo_meta = geo_meta.loc[bbox_gids]
+
+
+        #                Downselect by Region
+        # ======================================================
+
+        # string to list whole word list or keep list
+        toList = lambda s: s if isinstance(s, list) else [s]
+
+        if country:
+            countries = toList(country)
+            self._check_set(countries, set(geo_meta["country"]))
+            geo_meta = geo_meta[geo_meta["country"].isin(countries)]
+
+
+        if state:
+            states = toList(state)
+            states = [
+                pvdeg.utilities._get_state(entry) if len(entry) == 2 else entry
+                for entry in states
+            ]
+
+            self._check_set(states, set(geo_meta["state"]))
+            geo_meta = geo_meta[geo_meta["state"].isin(states)]
+
+
+        if county:
+            if isinstance(county, str):
+                county = toList(county)
+
+            self._check_set(county, set(geo_meta["county"]))
+            geo_meta = geo_meta[geo_meta["county"].isin(county)]
+        # ======================================================
+
+        geo_meta, geo_gids = pvdeg.utilities.gid_downsampling(
+            geo_meta, downsample_factor
+        )
+
+        self.weather_data = geo_weather
+        self.meta_data = geo_meta
+        self.gids = geo_gids
+
+        if see_added:
+            message = f"Gids Added - {self.gids}"
+            warnings.warn(message, UserWarning)
+
+        return
+
+    def location_bounding_box(
+        self,
+        coord_1: Optional[tuple[float]] = None,
+        coord_2: Optional[tuple[float]] = None,
+        coords: Optional[np.ndarray[float]] = None,
+    ) -> None:
+        """
+
+        Apply a latitude-longitude rectangular bounding box to
+        geospatial scenario metadata.
+
+        Parameters:
+        -----------
+        coord_1 : list, tuple
+            Top left corner of bounding box as lat-long coordinate pair as list or
+            tuple.
+        coord_2 : list, tuple
+            Bottom right corner of bounding box as lat-long coordinate pair in list
+            or tuple.
+        coords : np.array
+            2d tall numpy array of [lat, long] pairs. Bounding box around the most
+            extreme entries of the array. Alternative to providing top left and
+            bottom right box corners. Could be used to select amongst a subset of
+            data points. ex) Given all points for the planet, downselect based on
+            the most extreme coordinates for the United States coastline information.
+
+        Returns:
+        --------
+        None
+        """
+        bbox_gids = pvdeg.geospatial.apply_bounding_box(
+            self.meta_data, coord_1, coord_2, coords
+        )
+
+        self.meta_data = self.meta_data.loc[bbox_gids]
+
+    def set_kdtree(self, kdtree = None) -> None:
+        """Initialize a kidtree and save it to the GeospatialScenario"""
+        if kdtree is None:
+            self.kdtree = pvdeg.geospatial.meta_KDtree(meta_df=self.meta_data)
+        else:
+            self.kdtree = kdtree
+
+
+    def classify_mountains_radii(
+        self,
+        rad_1: Union[float, int] = 12,
+        rad_2: Union[float, int] = 1,
+        threshold_factor: Union[float, int] = 1.25,
+        elevation_floor: Union[float, int] = 0,
+        bbox_kwarg: Optional[dict] = {},
+        kdtree = None,
+    ):
+        """
+        Find mountains from elevation metadata using sklearn kdtree for fast lookup.
+        Compares a large area of points to a small area of points to find
+        significant changes in elevation representing mountains. Tweak the radii
+        to determine the sensitivity and noise. Bad radii cause the result to
+        become unstable quickly. kdtree can be generated using
+        ``pvdeg.geospatial.meta_KDTree``
+
+        Parameters:
+        -----------
+        meta_df : pd.DataFrame
+            Dataframe of metadata as generated by pvdeg.weather.get for geospatial
+        rad_1 : float
+            radius of the larger search area whose elevations are compared against
+            the smaller search area. controls the kdtree query region.
+        rad_2 : float
+            radius of the smaller search area whose elevations are compared to the
+            larger area. controls the kdtree query region.
+        threshold_factor : float
+            change the significance level of elevation difference between
+            small and large regions. Higher means terrain must be more extreme to
+            register as a mountain. Small changes result in large differences here.
+            When the left side of the expression is greater, the datapoint is
+            classified as a mountain.
+            ``local mean elevation > broad mean elevation * threshold_factor``
+        elevation_floor : int
+            minimum inclusive elevation in meters. If a point has smaller location
+            it will be clipped from result.
+        kdtree : sklearn.neighbors.KDTree
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``
+
+        Returns:
+        --------
+        None, strictly updates meta_data attribute of GeospatialScenario instance.
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        gids = pvdeg.geospatial.identify_mountains_radii(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            rad_1=rad_1,
+            rad_2=rad_2,
+            threshold_factor=threshold_factor,
+            elevation_floor=elevation_floor,
+            bbox_kwarg=bbox_kwarg,
+        )
+
+        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
+        return
+
+    def classify_mountains_weights(
+        self,
+        threshold: int = 0,
+        percentile: int = 75,
+        k_neighbors: int = 3,
+        method: str = "mean",
+        normalization: str = "linear",
+        kdtree = None,
+    ):
+        """
+        Add a column to the scenario meta_data dataframe containing a boolean
+        True or False value representing if the entry is a near a mountain.
+        Calculated from weights assigned during stochastic downselection.
+
+        Parameters:
+        -----------
+        threshold : float
+            minimum weight that a mountain can be identifed.
+            value between `[0,1]` (inclusive)
+        percentile : float, int, (default = 75)
+            mountain classification sensitivity. Calculates percentile of values
+            remaining after thresholding, weights above this percentile are
+            classified as mountains. value between `[0, 100]` (inclusive)
+        k_neighbors : int, (default = 3)
+            number of neighbors to check for elevation data in nearest neighbors
+        method : str, (default = 'mean')
+            method to calculate elevation weights for each point.
+            Options : `'mean'`, `'sum'`, `'median'`
+        normalization : str, (default = 'linear')
+            function to apply when normalizing weights. Logarithmic uses log_e/ln
+            options : `'linear'`, `'logarithmic'`, '`exponential'`
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
+
+        Returns:
+        --------
+        None, strictly updates meta_data attribute of scenario.
+
+        See Also:
+        ---------
+        `pvdeg.geospatial.identify_mountains_weights`
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        gids = pvdeg.geospatial.identify_mountains_weights(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            threshold=threshold,
+            percentile=percentile,
+            k_neighbors=k_neighbors,
+            method=method,
+            normalization=normalization,
+        )
+
+        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
+        return
+
+    def classify_feature(
+        self,
+        feature_name=None,
+        resolution="10m",
+        radius=None,
+        kdtree=None,
+        bbox_kwarg={},
+    ):
+        """
+        feature_name : str
+            cartopy.feature.NaturalEarthFeature feature key.
+            Options: ``'lakes'``, ``'rivers_lake_centerlines'``, ``'coastline'``
+        resolution : str
+            cartopy.feature.NaturalEarthFeature resolution.
+            Options: ``'10m'``, ``'50m'``, ``'110m'``
+        radius : float
+            Area around feature coordinates to include in the downsampled result.
+            Bigger area means larger radius and more samples included.
+            pass
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
+
+        Returns:
+        --------
+        None, strictly updates meta_data attribute of scenario.
+
+        See Also:
+        ---------
+        `pvdeg.geospatial.feature_downselect`
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        feature_gids = pvdeg.geospatial.feature_downselect(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            feature_name=feature_name,
+            resolution=resolution,
+            radius=radius,
+            bbox_kwarg=bbox_kwarg,
+        )
+
+        self.meta_data[feature_name] = (self.meta_data.index).isin(feature_gids)
+        return
+
+    def downselect_elevation_stochastic(
+        self,
+        downselect_prop,
+        k_neighbors=3,
+        method="mean",
+        normalization="linear",
+        kdtree = None,
+    ):
+        """
+        Prefenetially downselect data points based on elevation and update
+        scenario metadata.
+
+        Parameters:
+        -----------
+        downselect_prop : float
+            proportion of original datapoints to keep in output gids list
+        k_neighbors : int, (default = 3)
+            number of neighbors to check for elevation data in nearest neighbors
+        method : str, (default = 'mean')
+            method to calculate elevation weights for each point.
+            Options : `'mean'`, `'sum'`, `'median'`
+        normalization : str, (default = 'linear')
+            function to apply when normalizing weights. Logarithmic uses $log_e$, $ln$
+            options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
+        kdtree : sklearn.neighbors.KDTree or str
+            Generated automatically but can be provided externally.
+            kdtree containing latitude-longitude pairs for quick lookups
+            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
+            kdtree as a path to the .pkl file.
+
+        Returns:
+        --------
+        None
+
+        See Also:
+        ---------
+        `pvdeg.geospatial.elevation_stochastic_downselect` for more info/docs
+        """
+
+        self.set_kdtree(kdtree=kdtree)
+
+        gids = pvdeg.geospatial.elevation_stochastic_downselect(
+            meta_df=self.meta_data,
+            kdtree=self.kdtree,
+            downselect_prop=downselect_prop,
+            k_neighbors=k_neighbors,
+            method=method,
+            normalization=normalization,
+        )
+
+        self.meta_data = self.meta_data.iloc[gids]
+        return
+
+    def gid_downsample(self, downsample_factor: int) -> None:
+        """
+        Downsample the NSRDB GID grid by a factor of n
+
+        Returns:
+        --------
+        None
+
+        See Also:
+        ---------
+        `pvdeg.utilities.gid_downsample`
+        """
+        self.meta_data, _ = utilities.gid_downsampling(
+            meta=self.meta_data, n=downsample_factor
+        )
+
+    def gids_tonumpy(self) -> np.array:
+        """
+        Convert the scenario's gids to a numpy array
+
+        Returns:
+        --------
+        gids : np.array
+            all nsrdb gids from the scenario's metadata
+        """
+        return self.meta_data.index
+
+    def gids_tolist(self) -> np.array:
+        """
+        Convert the scenario's gids to a python list
+
+        Returns:
+        --------
+        gids : np.array
+            all nsrdb gids from the scenario's metadata
+        """
+        return list(self.meta_data.index)
+
+    def coords_tonumpy(self) -> np.array:
+        """
+        Create a tall 2d numpy array of gids of the shape
+        ```
+        [
+            [lat, long],
+                ...
+            [lat, long]
+        ]
+        ```
+        Returns:
+        --------
+        coords : np.array
+            tall numpy array of lat-long pairs
+        """
+        coords = np.column_stack(
+            self.meta_data["latitude"], self.meta_data["longitude"]
+        )
+
+        return coords
+
+    def get_geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
+        """
+        Extract the geospatial weather dataset and metadata dataframe from the scenario object
+
+        Example Use:
+        >>> geo_weather, geo_meta = GeospatialScenario.geospatial_data()
+
+        This gets us the result we would use in the traditional pvdeg geospatial approach.
+
+        Parameters:
+        -----------
+        None
+
+        Returns:
+        --------
+        (weather_data, meta_data): tuple[xr.Dataset, pd.DataFrame]
+            A tuple of weather data as an `xarray.Dataset` and the corresponding meta data as a dataframe.
+        """
+        # downsample here, not done already happens at pipeline runtime
+        geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index).chunk(
+            chunks={"time": -1, "gid": 50}
+        )
+        return geo_weather_sub, self.meta_data
+
+    # @dispatch(xr.Dataset, pd.DataFrame)
+    def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) -> None:
+        """
+        Parameters:
+        -----------
+        weather_ds : xarray.Dataset
+            Dataset containing weather data for a block of gids.
+        meta_df : pandas.DataFrame
+            DataFrame containing meta data for a block of gids.
+
+        Modifies:
+        ----------
+        self.weather_data
+            sets to weather_ds
+        self.meta_data
+            sets to meta_df
+        """
+        self.weather_data, self.meta_data = weather_ds, meta_df
+
+    def addJob(
+        self,
+        func: Callable,
+        template: xr.Dataset = None,
+        func_params: dict = {},
+        see_added: bool = False
+    ) -> None:
+        """
+        Add a pvdeg geospatial function to the scenario pipeline. If no template is provided, `addJob` attempts to use `geospatial.auto_template` this will raise an 
+
+        Parameters:
+        -----------
+        func : function
+            pvdeg function to use for geospatial analysis. 
+        template : xarray.Dataset
+            Template for output data. Only required if a function is not supported by `geospatial.auto_template`.
+        func_params : dict
+            job specific keyword argument dictionary to provide to the function
+        see_added : bool
+            set flag to get a userWarning notifying the user of the job added
+            to the pipeline in method call. ``default = False``
+        """
+
+        if template is None:
+
+            # take the weather datapoints specified by metadata and create a template based on them.
+            self.weather_data = self.weather_data.sel(gid=self.meta_data.index)
+            template = pvdeg.geospatial.auto_template(func=func, ds_gids=self.weather_data)
+
+        self.template = template
+        self.func = func
+        self.func_params = func_params
+
+        if see_added:
+            message = f"{func.__name__} added to scenario with arguments {func_params} using template: {template}"
+            warnings.warn(message, UserWarning)
+
+
+
+    def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
+        """
+        Run the geospatial scenario stored in the geospatial scenario object.
+
+        Only supports one function at a time. Unlike `Scenario` which supports unlimited conventional pipeline jobs.
+        Results are stored in the `GeospatialScenario.results` attribute.
+
+        Creates a dask client if it has not been initialized previously with `GeospatialScenario.start_dask`.
+
+        Parameters:
+        -----------
+        hpc_worker_conf : dict
+            Dictionary containing dask hpc settings (see examples below).
+            When `None`, a default configuration is used. 
+
+            Examples
+            --------
+            Local cluster:
+
+            .. code-block:: python
+
+                hpc = {'manager': 'local',
+                    'n_workers': 1,
+                    'threads_per_worker': 8,
+                    'memory_limit': '10GB'}
+
+            SLURM cluster:
+
+            .. code-block:: python
+
+                kestrel = {
+                    'manager': 'slurm',
+                    'n_jobs': 1,  # Max number of nodes used for parallel processing
+                    'cores': 104,
+                    'memory': '246GB',
+                    'account': 'pvsoiling',
+                    'walltime': '4:00:00',
+                    'processes': 52,
+                    'local_directory': '/tmp/scratch',
+                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
+                    'death_timeout': 600,}
+        """
+        if self.dask_client and hpc_worker_conf:
+            raise ValueError(f"Dask Client already exists, cannot configure new client.")
+        elif not self.dask_client:
+            self.dask_client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
+        
+        print("Dashboard:", self.dask_client.dashboard_link)
+
+        analysis_result = pvdeg.geospatial.analysis(
+            weather_ds=self.weather_data,
+            meta_df=self.meta_data,
+            func=self.func,
+            template=self.template, # provided or generated via autotemplate in GeospatialScenario.addJob
+        )
+
+        self.results = analysis_result
+
+        self.dask_client.shutdown()
+
+    def restore_result_gids(self):
+        """
+        Restore gids to result Dataset as datavariable from original metadata.
+        Assumes results will be in the same order as input metadata rows.
+        Otherwise will fail silently and restore incorrect gids
+        """
+
+        flattened = self.results.stack(points=("latitude", "longitude"))
+
+        gids = self.meta_data.index.values
+
+        # Create a DataArray with the gids and assign it to the Dataset
+        gids_da = xr.DataArray(gids, coords=[flattened["points"]], name="gids")
+
+        # Unstack the DataArray to match the original dimensions of the Dataset
+        gids_da = gids_da.unstack("points")
+
+        self.results = self.results.assign(gids=gids_da)
+
+    def _get_geospatial_data(year: int):
+        """
+        Helper function. gets geospatial weather dataset and metadata dictionary.
+
+        Parameters
+        ----------
+        Year : int
+            select the year of data to take from the NSRDB
+
+        Returns
+        --------
+        weather_ds : xarray.Dataset
+            dataset with coordinates of gid and time and weather data as datavariables
+        meta_df : pd.DataFrame
+            dataframe with each row representing the metadata of each gid in the dataset
+        """
+        weather_db = "NSRDB"
+
+        weather_arg = {
+            "satellite": "Americas",
+            "names": year,
+            "NREL_HPC": True,
+            # 'attributes': ['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']}
+            "attributes": [],  # does having do atributes break anything, should we just pick one
+        }
+
+        weather_ds, meta_df = pvdeg.weather.get(
+            weather_db, geospatial=True, **weather_arg
+        )
+
+        return weather_ds, meta_df
+
+    def getValidRegions(
+        self,
+        country: Optional[str] = None,
+        state: Optional[str] = None,
+        county: Optional[str] = None,
+        target_region: Optional[str] = None,
+    ):
+        """
+        Gets all valid region names in the NSRDB. Only works on hpc
+
+        Arguments
+        ---------
+        country : str, optional
+        state : str, optional
+        country : str, optional
+        target_region : str
+            Select return field. Options ``country``, ``state``, ``county``.
+
+        Returns
+        -------
+        valid_regions : numpy.ndarray
+            list of strings representing all unique region entries in the nsrdb.
+        """
+
+        if not self.geospatial:  # add hpc check
+            return AttributeError(
+                f"self.geospatial should be True. Current value = {self.geospatial}"
+            )
+
+        # discard_weather, meta_df = Scenario._get_geospatial_data(year=2022)
+        discard_weather, meta_df = self._get_geospatial_data(year=2022)
+
+        if country:
+            meta_df = meta_df[meta_df["country"] == country]
+        if state:
+            meta_df = meta_df[meta_df["state"] == state]
+        if county:
+            meta_df = meta_df[meta_df["county"] == county]
+
+        return meta_df[target_region].unique()
+
+    def plot(self):
+        """
+        Not Usable in GeospatialScenario class instance, only in Scenario instance.
+        """
+        # python has no way to hide a parent class method in the child, so this only exists to prevent access
+        #
+        raise AttributeError(
+            "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
+        )
+
+
+    def plot_coords(
+        self,
+        coord_1: Optional[tuple[float]] = None,
+        coord_2: Optional[tuple[float]] = None,
+        coords: Optional[np.ndarray[float]] = None,
+        size: Union[int, float] = 1,
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        """
+        Plot lat-long coordinate pairs on blank map. Quickly view
+        geospatial datapoints before your analysis.
+
+        Parameters:
+        -----------
+        coord_1 : list, tuple
+            Top left corner of bounding box as lat-long coordinate pair as list or
+            tuple.
+        coord_2 : list, tuple
+            Bottom right corner of bounding box as lat-long coordinate pair in list
+            or tuple.
+        coords : np.array
+            2d tall numpy array of [lat, long] pairs. Bounding box around the most
+            extreme entries of the array. Alternative to providing top left and
+            bottom right box corners. Could be used to select amongst a subset of
+            data points. ex) Given all points for the planet, downselect based on
+            the most extreme coordinates for the United States coastline information.
+        size : float
+            matplotlib scatter point size. Without any downsampling NSRDB
+            points will siginficantly overlap.
+
+        Returns:
+        --------
+        fig, ax
+            matplotlib figure and axis
+        """
+        fig = plt.figure(figsize=(15, 10))
+        ax = plt.axes(projection=ccrs.PlateCarree())
+
+        if (coord_1 and coord_2) or (coords != None):
+            utilities._plot_bbox_corners(
+                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
+            )
+
+        utilities._add_cartopy_features(ax=ax)
+
+        ax.scatter(
+            self.meta_data["longitude"],
+            self.meta_data["latitude"],
+            color="black",
+            s=size,
+            transform=ccrs.PlateCarree(),
+        )
+
+        plt.title(f"Coordinate Pairs from '{self.name}' Meta Data")
+        plt.show()
+
+        return fig, ax
+
+
+    def plot_meta_classification(
+        self,
+        col_name: str = None,
+        coord_1: Optional[tuple[float]] = None,
+        coord_2: Optional[tuple[float]] = None,
+        coords: Optional[np.ndarray[float]] = None,
+        size: Union[int, float] = 1,
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        """
+        Plot classified lat-long coordinate pairs on map. Quicly view
+        geospatial datapoints with binary classification in a meta_data
+        dataframe column before your analysis.
+
+        Parameters:
+        -----------
+        col_name : str
+            Column containing binary classification data. Ex: `mountain` after
+            running ``downselect_mountains_weights``.
+        coord_1 : list, tuple
+            Top left corner of bounding box as lat-long coordinate pair as list or
+            tuple.
+        coord_2 : list, tuple
+            Bottom right corner of bounding box as lat-long coordinate pair in list
+            or tuple.
+        coords : np.array
+            2d tall numpy array of [lat, long] pairs. Bounding box around the most
+            extreme entries of the array. Alternative to providing top left and
+            bottom right box corners. Could be used to select amongst a subset of
+            data points. ex) Given all points for the planet, downselect based on
+            the most extreme coordinates for the United States coastline information.
+        size : float
+            matplotlib scatter point size. Without any downsampling NSRDB
+            points will siginficantly overlap.
+
+        Returns:
+        --------
+        fig, ax
+            matplotlib figure and axis
+        """
+        if not col_name:
+            raise ValueError("col_name cannot be none")
+
+        if col_name not in self.meta_data.columns:
+            raise ValueError(
+                f"{col_name} not in self.meta_data columns as follows {self.meta_data.columns}"
+            )
+
+        col_dtype = self.meta_data[col_name].dtype
+        if col_dtype != bool:
+            raise ValueError(
+                f"meta_data column {col_name} expected dtype bool not {col_dtype}"
+            )
+
+        near = self.meta_data[self.meta_data[col_name] == True]
+        not_near = self.meta_data[self.meta_data[col_name] == False]
+
+        fig = plt.figure(figsize=(15, 10))
+        ax = plt.axes(projection=ccrs.PlateCarree())
+
+        if (coord_1 and coord_2) or (coords != None):
+            utilities._plot_bbox_corners(
+                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
+            )
+        utilities._add_cartopy_features(ax=ax)
+
+        ax.scatter(
+            not_near["longitude"],
+            not_near["latitude"],
+            color="red",
+            s=size,
+            transform=ccrs.PlateCarree(),
+            label=f"Not Near {col_name}",
+        )
+        ax.scatter(
+            near["longitude"],
+            near["latitude"],
+            color="blue",
+            s=size,
+            transform=ccrs.PlateCarree(),
+            label=f"Near {col_name}",
+        )
+
+        plt.title(f"Geographic Points with Proximity to {col_name} Highlighted")
+        plt.legend()
+        plt.show()
+
+        return fig, ax
+
+    def plot_world(
+        self,
+        data_variable: str,
+        cmap: str = "viridis",
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        da = (self.results)[data_variable]
+
+        fig, ax = plt.subplots(
+            figsize=(10, 6), subplot_kw={"projection": ccrs.PlateCarree()}
+        )
+
+        da.plot(ax=ax, transform=ccrs.PlateCarree(), cmap=cmap)
+        ax.set_extent([-180, 180, -90, 90], crs=ccrs.PlateCarree())
+
+        ax.coastlines()
+        ax.add_feature(cfeature.BORDERS)
+        ax.gridlines(draw_labels=True)
+
+        ax.add_feature(cfeature.LAND)
+        ax.add_feature(cfeature.OCEAN)
+        ax.add_feature(cfeature.LAKES, edgecolor="black")
+        plt.show()
+
+        return fig, ax
+
+    # test this
+    def plot_USA(
+        self,
+        data_from_result: str,
+        fpath: str = None,
+        cmap: str = "viridis",
+        vmin: Union[int, float] = 0,
+        vmax: Optional[Union[int, float]] = None,
+    ) -> tuple[matplotlib.figure, matplotlib.axes]:
+        """
+        Plot a vizualization of the geospatial scenario result.
+        Only works on geospatial scenarios.
+
+        Parameters
+        ----------
+        data_from_result : str
+            select the datavariable to plot from the result xarray
+        fpath : str
+            path to save plot output on, saves to current directory if ``None``
+        cmap : str
+            colormap to use in plot
+        vmin : int
+            lower bound on values in linear color map
+        vmax : int
+            upper bound on values in linear color map
+        """
+
+        if not self.geospatial:
+            return False
+
+        fig, ax = pvdeg.geospatial.plot_USA(
+            self.results[data_from_result],
+            cmap=cmap,
+            vmin=vmin,
+            vmax=vmax,
+            title="add_dynamic_title",
+            cb_title=f"dynamic title : {data_from_result}",
+        )
+
+        fpath if fpath else [f"os.getcwd/{self.name}-{self.results[data_from_result]}"]
+        fig.savefig()
+
+        return fig, ax
+
+
+    def _check_set(self, iterable, to_check: set):
+        """Check if iterable is a subset of to_check"""
+        if not isinstance(iterable, set):
+            iterable = set(iterable)
+
+        if not iterable.issubset(to_check):
+            raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
+
+    def format_geospatial_work(self):
+        if self.func:
+            return f"""
+                <p><strong>self.func:</strong> {self.func.__name__}</p>
+                <p><strong>self.template:</strong> {self.format_template()}</p>
+            """
+
+        return ""
+
+    def format_dask_link(self):
+        if self.dask_client:
+            return f"""
+                <a href="{self.dask_client.dashboard_link}" target="_blank">{self.dask_client.dashboard_link}</a></p>
+            """
+        return ""
+
+    def _ipython_display_(self):
+        file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
+        html_content = f"""
+        <div style="border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;">
+            <h2>self.name: {self.name}</h2>
+            <p><strong>self.path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
+            <p><strong>self.hpc:</strong> {self.hpc}</p>
+            <p><strong>self.gids:</strong> {self.gids}</p>
+            <div>
+                <h3>self.results</h3>
+                {self.format_results() if self.results else None}
+            </div>
+            <div>
+                <h3>Geospatial Work</h3>
+                {self.format_geospatial_work()}
+            </div>
+            <div>
+                <h3>self.modules</h3>
+                {super().format_modules()}
+            </div>
+            <div>
+                <h3>self.weather_data</h3>
+                {self.format_geo_weather()}
+            </div>
+            <div>
+                <h3>self.meta_data</h3>
+                {self.format_geo_meta()}
+            </div>
+            <div>
+                <h3>self.dask_client</h3>
+                {self.format_dask_link()}
+            </div>
+        </div>
+        <p><i>All attributes can be accessed by the names shown above.</i></p>
+        <script>
+            function toggleVisibility(id) {{
+                var content = document.getElementById(id);
+                var arrow = document.getElementById('arrow_' + id);
+                if (content.style.display === 'none') {{
+                    content.style.display = 'block';
+                    arrow.innerHTML = '▼';
+                }} else {{
+                    content.style.display = 'none';
+                    arrow.innerHTML = '►';
+                }}
+            }}
+        </script>
+        """
+        display(HTML(html_content))
+
+    def format_results(self):
+        results_html = "<div>"
+        if "geospatial_job" in self.results:
+            result = self.results["geospatial_job"]
+            result_id = "geospatial_result"
+            formatted_output = self.format_output(result)
+            result_content = f"""
+            <div id="{result_id}" onclick="toggleVisibility('content_{result_id}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_{result_id}" style="color: #b676c2;">►</span>
+                    Geospatial Result
+                </h4>
+            </div>
+            <div id="content_{result_id}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
+                {formatted_output}
+            </div>
+            """
+            results_html += result_content
+        results_html += "</div>"
+        return results_html
+
+    def format_geo_meta(self):
+        meta_data_html = ""
+
+        if self.meta_data is not None:
+
+            meta_data_html = f"""
+            <div id="meta_data" onclick="toggleVisibility('content_meta_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_meta_data" style="color: #b676c2;">►</span>
+                    Meta Data
+                </h4>
+            </div>
+            <div id="content_meta_data" style="display:none; margin-left: 20px; padding: 5px;">
+                {self.meta_data._repr_html_()}
+            </div>
+            """
+
+        return meta_data_html
+
+    def format_template(self):
+        template_html = ""
+
+        if self.meta_data is not None:
+
+            template_html = f"""
+            <div id="template" onclick="toggleVisibility('content_template')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_template" style="color: #b676c2;">►</span>
+                    Template
+                </h4>
+            </div>
+            <div id="content_template" style="display:none; margin-left: 20px; padding: 5px;">
+                {self.template._repr_html_()}
+            </div>
+            """
+
+        return template_html
+
+    def format_geo_weather(self):
+        weather_data_html = ""
+
+        if self.weather_data is not None:
+
+            weather_data_html = f"""
+            <div id="weather_data" onclick="toggleVisibility('content_weather_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
+                <h4 style="font-family: monospace; margin: 0;">
+                    <span id="arrow_content_weather_data" style="color: #b676c2;">►</span>
+                    Weather Data
+                </h4>
+            </div>
+            <div>
+            <div id="content_weather_data" style="display:none; margin-left: 20px; padding: 5px>
+                {self.weather_data._repr_html_()}
+            </div>
+            """
+
+        return weather_data_html
+
+

From d40a2c89b8528a2311c43ca80fb495cc65a9d790 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Fri, 7 Feb 2025 13:47:48 -0700
Subject: [PATCH 102/109] remove conflict symbols

---
 pvdeg/__init__.py           |    2 +-
 pvdeg/geospatialscenario.py | 1177 +----------------------------------
 pvdeg/scenario.py           |   24 +-
 pvdeg/utilities.py          |    4 +-
 4 files changed, 5 insertions(+), 1202 deletions(-)

diff --git a/pvdeg/__init__.py b/pvdeg/__init__.py
index ee332d6e..2f987dd3 100644
--- a/pvdeg/__init__.py
+++ b/pvdeg/__init__.py
@@ -10,7 +10,7 @@
 from . import design
 from . import fatigue
 from . import geospatial
-from .geospatialscenario import GeospatialScenario
+#from .geospatialscenario import GeospatialScenario
 from . import humidity
 from . import letid
 from . import montecarlo
diff --git a/pvdeg/geospatialscenario.py b/pvdeg/geospatialscenario.py
index 8720f732..90a1d60a 100644
--- a/pvdeg/geospatialscenario.py
+++ b/pvdeg/geospatialscenario.py
@@ -1,1176 +1 @@
-"""Class to define an analysis geospatial scenario."""
-
-# cleanup imports
-import pvdeg
-from pvdeg import utilities
-
-import os
-import warnings
-import pandas as pd
-import xarray as xr
-import numpy as np
-import matplotlib
-import matplotlib.pyplot as plt
-from typing import List, Union, Optional, Callable
-from dask.distributed import Client
-from IPython.display import display, HTML
-import cartopy.crs as ccrs
-import cartopy.feature as cfeature
-
-from pvdeg.scenario import Scenario
-
-class GeospatialScenario(Scenario):
-    def __init__(
-        self,
-        name: str = None,
-        path: str = None,
-        gids: Optional[Union[list, np.ndarray]] = None,
-        modules: list = [],
-        pipeline: dict = {},
-        file=None,
-        results=None,
-        hpc=False,
-        geospatial=False,
-        weather_data: xr.Dataset = None,
-        meta_data: pd.DataFrame = None,
-        func: Callable = None,
-        template: xr.Dataset = None,
-        dask_client: Client = None,
-    ):
-        super().__init__(
-            name=name,
-            path=path,
-            gids=gids,
-            modules=modules,
-            pipeline=pipeline,
-            file=file,
-            results=results,
-            weather_data=weather_data,
-            meta_data=meta_data,
-        )
-        self.geospatial = geospatial
-        self.hpc = hpc
-        self.func = func
-        self.template = template
-        self.dask_client = dask_client
-        self.kdtree = None # sklearn kdtree
-
-    def __eq__(self, other):
-        raise NotImplementedError("""
-            Cannot directly compare pvdeg.GeospatialScenario objects
-            due to larger than memory/out of memory datasets stored in 
-            GeospatialScenario.weather_data attribute.
-            """)
-
-    def start_dask(self, hpc=None) -> None:
-        """
-            Starts a dask cluster for parallel processing.
-
-            Parameters
-            ----------
-            hpc : dict
-                Dictionary containing dask hpc settings (see examples below).
-                Supply `None` for a default configuration.
-
-            Examples
-            --------
-            Local cluster:
-
-            .. code-block:: python
-
-                hpc = {'manager': 'local',
-                    'n_workers': 1,
-                    'threads_per_worker': 8,
-                    'memory_limit': '10GB'}
-
-            SLURM cluster:
-
-            .. code-block:: python
-
-                kestrel = {
-                    'manager': 'slurm',
-                    'n_jobs': 1,  # Max number of nodes used for parallel processing
-                    'cores': 104,
-                    'memory': '246GB',
-                    'account': 'pvsoiling',
-                    'walltime': '4:00:00',
-                    'processes': 52,
-                    'local_directory': '/tmp/scratch',
-                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
-                    'death_timeout': 600,}
-        """
-        self.dask_client = pvdeg.geospatial.start_dask()
-                                 
-    # add restoring from gids functionality from nsrdb
-    def addLocation(
-        self,
-        country: Optional[str] = None,
-        state: Optional[str] = None,
-        county: Optional[str] = None,
-        year: int = 2022,
-        satellite: str = "Americas",
-        nsrdb_attributes: List[str] = [
-            "air_temperature",
-            "wind_speed",
-            "dhi",
-            "ghi",
-            "dni",
-            "relative_humidity",
-        ],
-        downsample_factor: int = 0,
-        gids: Optional[Union[int, List[int], np.ndarray]] = None,
-        bbox_kwarg: Optional[dict] = {},
-        see_added: bool = False,
-    ) -> None:
-        """
-        Add a location to the scenario. This can be done in three ways: Pass (region, region_col) for gid list.
-
-        Parameters:
-        -----------
-        country : str
-            country to include from NSRDB. Currently supports full string names only.
-            Either single string form or list of strings form.
-            Examples:
-            - ``country='United States'``
-            - ``country=['United States']``
-            - ``country=['Mexico', 'Canada']``
-
-        state : str
-            combination of states or provinces to include from NSRDB.
-            Supports two-letter codes for American states. Can mix two-letter
-            codes with full length strings. Can take single string, or list of strings (len >= 1)
-            Examples:
-            - ``state='Washington'``
-            - ``state=WA`` (state abbr is case insensitive)
-            - ``state=['CO', 'British Columbia']``
-
-        county : str
-            county to include from NSRDB. If duplicate county exists in two
-            states present in the ``state`` argument, both will be included.
-            If no state is provided
-        downsample_factor : int
-            downsample the weather and metadata attached to the region you have selected. default(0), means no downsampling
-        year : int
-            year of data to use from NSRDB, default = ``2022``
-        nsrdb_attributes : list(str)
-            list of strings of weather attributes to grab from the NSRDB, must be valid NSRDB attributes (insert list of valid options here).\
-            Default = ``['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']``
-        see_added : bool
-            flag true if you want to see a runtime notification for added location/gids
-        """
-
-        if self.gids is not None:
-            print(
-                "Scenario already has designated project points.\nNothing has been added."
-            )
-            print(self.gids)
-            return
-
-        weather_db = "NSRDB"
-        weather_arg = {
-            "satellite": satellite,
-            # "names": year, # allow user to choose tmy or year
-            "names":"TMY",
-            "NREL_HPC": True,
-            "attributes": nsrdb_attributes,
-        }
-
-        geo_weather, geo_meta = pvdeg.weather.get(
-            weather_db, geospatial=True, **weather_arg
-        )
-
-        if gids:
-            geo_meta = geo_meta.loc[gids]
-
-        if bbox_kwarg:
-            bbox_gids = pvdeg.geospatial.apply_bounding_box(geo_meta, **bbox_kwarg)
-            geo_meta = geo_meta.loc[bbox_gids]
-
-
-        #                Downselect by Region
-        # ======================================================
-
-        # string to list whole word list or keep list
-        toList = lambda s: s if isinstance(s, list) else [s]
-
-        if country:
-            countries = toList(country)
-            self._check_set(countries, set(geo_meta["country"]))
-            geo_meta = geo_meta[geo_meta["country"].isin(countries)]
-
-
-        if state:
-            states = toList(state)
-            states = [
-                pvdeg.utilities._get_state(entry) if len(entry) == 2 else entry
-                for entry in states
-            ]
-
-            self._check_set(states, set(geo_meta["state"]))
-            geo_meta = geo_meta[geo_meta["state"].isin(states)]
-
-
-        if county:
-            if isinstance(county, str):
-                county = toList(county)
-
-            self._check_set(county, set(geo_meta["county"]))
-            geo_meta = geo_meta[geo_meta["county"].isin(county)]
-        # ======================================================
-
-        geo_meta, geo_gids = pvdeg.utilities.gid_downsampling(
-            geo_meta, downsample_factor
-        )
-
-        self.weather_data = geo_weather
-        self.meta_data = geo_meta
-        self.gids = geo_gids
-
-        if see_added:
-            message = f"Gids Added - {self.gids}"
-            warnings.warn(message, UserWarning)
-
-        return
-
-    def location_bounding_box(
-        self,
-        coord_1: Optional[tuple[float]] = None,
-        coord_2: Optional[tuple[float]] = None,
-        coords: Optional[np.ndarray[float]] = None,
-    ) -> None:
-        """
-
-        Apply a latitude-longitude rectangular bounding box to
-        geospatial scenario metadata.
-
-        Parameters:
-        -----------
-        coord_1 : list, tuple
-            Top left corner of bounding box as lat-long coordinate pair as list or
-            tuple.
-        coord_2 : list, tuple
-            Bottom right corner of bounding box as lat-long coordinate pair in list
-            or tuple.
-        coords : np.array
-            2d tall numpy array of [lat, long] pairs. Bounding box around the most
-            extreme entries of the array. Alternative to providing top left and
-            bottom right box corners. Could be used to select amongst a subset of
-            data points. ex) Given all points for the planet, downselect based on
-            the most extreme coordinates for the United States coastline information.
-
-        Returns:
-        --------
-        None
-        """
-        bbox_gids = pvdeg.geospatial.apply_bounding_box(
-            self.meta_data, coord_1, coord_2, coords
-        )
-
-        self.meta_data = self.meta_data.loc[bbox_gids]
-
-    def set_kdtree(self, kdtree = None) -> None:
-        """Initialize a kidtree and save it to the GeospatialScenario"""
-        if kdtree is None:
-            self.kdtree = pvdeg.geospatial.meta_KDtree(meta_df=self.meta_data)
-        else:
-            self.kdtree = kdtree
-
-
-    def classify_mountains_radii(
-        self,
-        rad_1: Union[float, int] = 12,
-        rad_2: Union[float, int] = 1,
-        threshold_factor: Union[float, int] = 1.25,
-        elevation_floor: Union[float, int] = 0,
-        bbox_kwarg: Optional[dict] = {},
-        kdtree = None,
-    ):
-        """
-        Find mountains from elevation metadata using sklearn kdtree for fast lookup.
-        Compares a large area of points to a small area of points to find
-        significant changes in elevation representing mountains. Tweak the radii
-        to determine the sensitivity and noise. Bad radii cause the result to
-        become unstable quickly. kdtree can be generated using
-        ``pvdeg.geospatial.meta_KDTree``
-
-        Parameters:
-        -----------
-        meta_df : pd.DataFrame
-            Dataframe of metadata as generated by pvdeg.weather.get for geospatial
-        rad_1 : float
-            radius of the larger search area whose elevations are compared against
-            the smaller search area. controls the kdtree query region.
-        rad_2 : float
-            radius of the smaller search area whose elevations are compared to the
-            larger area. controls the kdtree query region.
-        threshold_factor : float
-            change the significance level of elevation difference between
-            small and large regions. Higher means terrain must be more extreme to
-            register as a mountain. Small changes result in large differences here.
-            When the left side of the expression is greater, the datapoint is
-            classified as a mountain.
-            ``local mean elevation > broad mean elevation * threshold_factor``
-        elevation_floor : int
-            minimum inclusive elevation in meters. If a point has smaller location
-            it will be clipped from result.
-        kdtree : sklearn.neighbors.KDTree
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``
-
-        Returns:
-        --------
-        None, strictly updates meta_data attribute of GeospatialScenario instance.
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        gids = pvdeg.geospatial.identify_mountains_radii(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            rad_1=rad_1,
-            rad_2=rad_2,
-            threshold_factor=threshold_factor,
-            elevation_floor=elevation_floor,
-            bbox_kwarg=bbox_kwarg,
-        )
-
-        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
-        return
-
-    def classify_mountains_weights(
-        self,
-        threshold: int = 0,
-        percentile: int = 75,
-        k_neighbors: int = 3,
-        method: str = "mean",
-        normalization: str = "linear",
-        kdtree = None,
-    ):
-        """
-        Add a column to the scenario meta_data dataframe containing a boolean
-        True or False value representing if the entry is a near a mountain.
-        Calculated from weights assigned during stochastic downselection.
-
-        Parameters:
-        -----------
-        threshold : float
-            minimum weight that a mountain can be identifed.
-            value between `[0,1]` (inclusive)
-        percentile : float, int, (default = 75)
-            mountain classification sensitivity. Calculates percentile of values
-            remaining after thresholding, weights above this percentile are
-            classified as mountains. value between `[0, 100]` (inclusive)
-        k_neighbors : int, (default = 3)
-            number of neighbors to check for elevation data in nearest neighbors
-        method : str, (default = 'mean')
-            method to calculate elevation weights for each point.
-            Options : `'mean'`, `'sum'`, `'median'`
-        normalization : str, (default = 'linear')
-            function to apply when normalizing weights. Logarithmic uses log_e/ln
-            options : `'linear'`, `'logarithmic'`, '`exponential'`
-        kdtree : sklearn.neighbors.KDTree or str
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
-
-        Returns:
-        --------
-        None, strictly updates meta_data attribute of scenario.
-
-        See Also:
-        ---------
-        `pvdeg.geospatial.identify_mountains_weights`
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        gids = pvdeg.geospatial.identify_mountains_weights(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            threshold=threshold,
-            percentile=percentile,
-            k_neighbors=k_neighbors,
-            method=method,
-            normalization=normalization,
-        )
-
-        self.meta_data["mountain"] = (self.meta_data.index).isin(gids)
-        return
-
-    def classify_feature(
-        self,
-        feature_name=None,
-        resolution="10m",
-        radius=None,
-        kdtree=None,
-        bbox_kwarg={},
-    ):
-        """
-        feature_name : str
-            cartopy.feature.NaturalEarthFeature feature key.
-            Options: ``'lakes'``, ``'rivers_lake_centerlines'``, ``'coastline'``
-        resolution : str
-            cartopy.feature.NaturalEarthFeature resolution.
-            Options: ``'10m'``, ``'50m'``, ``'110m'``
-        radius : float
-            Area around feature coordinates to include in the downsampled result.
-            Bigger area means larger radius and more samples included.
-            pass
-        kdtree : sklearn.neighbors.KDTree or str
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
-
-        Returns:
-        --------
-        None, strictly updates meta_data attribute of scenario.
-
-        See Also:
-        ---------
-        `pvdeg.geospatial.feature_downselect`
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        feature_gids = pvdeg.geospatial.feature_downselect(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            feature_name=feature_name,
-            resolution=resolution,
-            radius=radius,
-            bbox_kwarg=bbox_kwarg,
-        )
-
-        self.meta_data[feature_name] = (self.meta_data.index).isin(feature_gids)
-        return
-
-    def downselect_elevation_stochastic(
-        self,
-        downselect_prop,
-        k_neighbors=3,
-        method="mean",
-        normalization="linear",
-        kdtree = None,
-    ):
-        """
-        Prefenetially downselect data points based on elevation and update
-        scenario metadata.
-
-        Parameters:
-        -----------
-        downselect_prop : float
-            proportion of original datapoints to keep in output gids list
-        k_neighbors : int, (default = 3)
-            number of neighbors to check for elevation data in nearest neighbors
-        method : str, (default = 'mean')
-            method to calculate elevation weights for each point.
-            Options : `'mean'`, `'sum'`, `'median'`
-        normalization : str, (default = 'linear')
-            function to apply when normalizing weights. Logarithmic uses $log_e$, $ln$
-            options : `'linear'`, `'log'`, '`exp'`, `'invert-linear'`
-        kdtree : sklearn.neighbors.KDTree or str
-            Generated automatically but can be provided externally.
-            kdtree containing latitude-longitude pairs for quick lookups
-            Generate using ``pvdeg.geospatial.meta_KDTree``. Can take a pickled
-            kdtree as a path to the .pkl file.
-
-        Returns:
-        --------
-        None
-
-        See Also:
-        ---------
-        `pvdeg.geospatial.elevation_stochastic_downselect` for more info/docs
-        """
-
-        self.set_kdtree(kdtree=kdtree)
-
-        gids = pvdeg.geospatial.elevation_stochastic_downselect(
-            meta_df=self.meta_data,
-            kdtree=self.kdtree,
-            downselect_prop=downselect_prop,
-            k_neighbors=k_neighbors,
-            method=method,
-            normalization=normalization,
-        )
-
-        self.meta_data = self.meta_data.iloc[gids]
-        return
-
-    def gid_downsample(self, downsample_factor: int) -> None:
-        """
-        Downsample the NSRDB GID grid by a factor of n
-
-        Returns:
-        --------
-        None
-
-        See Also:
-        ---------
-        `pvdeg.utilities.gid_downsample`
-        """
-        self.meta_data, _ = utilities.gid_downsampling(
-            meta=self.meta_data, n=downsample_factor
-        )
-
-    def gids_tonumpy(self) -> np.array:
-        """
-        Convert the scenario's gids to a numpy array
-
-        Returns:
-        --------
-        gids : np.array
-            all nsrdb gids from the scenario's metadata
-        """
-        return self.meta_data.index
-
-    def gids_tolist(self) -> np.array:
-        """
-        Convert the scenario's gids to a python list
-
-        Returns:
-        --------
-        gids : np.array
-            all nsrdb gids from the scenario's metadata
-        """
-        return list(self.meta_data.index)
-
-    def coords_tonumpy(self) -> np.array:
-        """
-        Create a tall 2d numpy array of gids of the shape
-        ```
-        [
-            [lat, long],
-                ...
-            [lat, long]
-        ]
-        ```
-        Returns:
-        --------
-        coords : np.array
-            tall numpy array of lat-long pairs
-        """
-        coords = np.column_stack(
-            self.meta_data["latitude"], self.meta_data["longitude"]
-        )
-
-        return coords
-
-    def get_geospatial_data(self) -> tuple[xr.Dataset, pd.DataFrame]:
-        """
-        Extract the geospatial weather dataset and metadata dataframe from the scenario object
-
-        Example Use:
-        >>> geo_weather, geo_meta = GeospatialScenario.geospatial_data()
-
-        This gets us the result we would use in the traditional pvdeg geospatial approach.
-
-        Parameters:
-        -----------
-        None
-
-        Returns:
-        --------
-        (weather_data, meta_data): tuple[xr.Dataset, pd.DataFrame]
-            A tuple of weather data as an `xarray.Dataset` and the corresponding meta data as a dataframe.
-        """
-        # downsample here, not done already happens at pipeline runtime
-        geo_weather_sub = self.weather_data.sel(gid=self.meta_data.index).chunk(
-            chunks={"time": -1, "gid": 50}
-        )
-        return geo_weather_sub, self.meta_data
-
-    # @dispatch(xr.Dataset, pd.DataFrame)
-    def set_geospatial_data(self, weather_ds: xr.Dataset, meta_df: pd.DataFrame ) -> None:
-        """
-        Parameters:
-        -----------
-        weather_ds : xarray.Dataset
-            Dataset containing weather data for a block of gids.
-        meta_df : pandas.DataFrame
-            DataFrame containing meta data for a block of gids.
-
-        Modifies:
-        ----------
-        self.weather_data
-            sets to weather_ds
-        self.meta_data
-            sets to meta_df
-        """
-        self.weather_data, self.meta_data = weather_ds, meta_df
-
-    def addJob(
-        self,
-        func: Callable,
-        template: xr.Dataset = None,
-        func_params: dict = {},
-        see_added: bool = False
-    ) -> None:
-        """
-        Add a pvdeg geospatial function to the scenario pipeline. If no template is provided, `addJob` attempts to use `geospatial.auto_template` this will raise an 
-
-        Parameters:
-        -----------
-        func : function
-            pvdeg function to use for geospatial analysis. 
-        template : xarray.Dataset
-            Template for output data. Only required if a function is not supported by `geospatial.auto_template`.
-        func_params : dict
-            job specific keyword argument dictionary to provide to the function
-        see_added : bool
-            set flag to get a userWarning notifying the user of the job added
-            to the pipeline in method call. ``default = False``
-        """
-
-        if template is None:
-
-            # take the weather datapoints specified by metadata and create a template based on them.
-            self.weather_data = self.weather_data.sel(gid=self.meta_data.index)
-            template = pvdeg.geospatial.auto_template(func=func, ds_gids=self.weather_data)
-
-        self.template = template
-        self.func = func
-        self.func_params = func_params
-
-        if see_added:
-            message = f"{func.__name__} added to scenario with arguments {func_params} using template: {template}"
-            warnings.warn(message, UserWarning)
-
-
-
-    def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
-        """
-        Run the geospatial scenario stored in the geospatial scenario object.
-
-        Only supports one function at a time. Unlike `Scenario` which supports unlimited conventional pipeline jobs.
-        Results are stored in the `GeospatialScenario.results` attribute.
-
-        Creates a dask client if it has not been initialized previously with `GeospatialScenario.start_dask`.
-
-        Parameters:
-        -----------
-        hpc_worker_conf : dict
-            Dictionary containing dask hpc settings (see examples below).
-            When `None`, a default configuration is used. 
-
-            Examples
-            --------
-            Local cluster:
-
-            .. code-block:: python
-
-                hpc = {'manager': 'local',
-                    'n_workers': 1,
-                    'threads_per_worker': 8,
-                    'memory_limit': '10GB'}
-
-            SLURM cluster:
-
-            .. code-block:: python
-
-                kestrel = {
-                    'manager': 'slurm',
-                    'n_jobs': 1,  # Max number of nodes used for parallel processing
-                    'cores': 104,
-                    'memory': '246GB',
-                    'account': 'pvsoiling',
-                    'walltime': '4:00:00',
-                    'processes': 52,
-                    'local_directory': '/tmp/scratch',
-                    'job_extra_directives': ['-o ./logs/slurm-%j.out'],
-                    'death_timeout': 600,}
-        """
-        if self.dask_client and hpc_worker_conf:
-            raise ValueError(f"Dask Client already exists, cannot configure new client.")
-        elif not self.dask_client:
-            self.dask_client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
-        
-        print("Dashboard:", self.dask_client.dashboard_link)
-
-        analysis_result = pvdeg.geospatial.analysis(
-            weather_ds=self.weather_data,
-            meta_df=self.meta_data,
-            func=self.func,
-            template=self.template, # provided or generated via autotemplate in GeospatialScenario.addJob
-        )
-
-        self.results = analysis_result
-
-        self.dask_client.shutdown()
-
-    def restore_result_gids(self):
-        """
-        Restore gids to result Dataset as datavariable from original metadata.
-        Assumes results will be in the same order as input metadata rows.
-        Otherwise will fail silently and restore incorrect gids
-        """
-
-        flattened = self.results.stack(points=("latitude", "longitude"))
-
-        gids = self.meta_data.index.values
-
-        # Create a DataArray with the gids and assign it to the Dataset
-        gids_da = xr.DataArray(gids, coords=[flattened["points"]], name="gids")
-
-        # Unstack the DataArray to match the original dimensions of the Dataset
-        gids_da = gids_da.unstack("points")
-
-        self.results = self.results.assign(gids=gids_da)
-
-    def _get_geospatial_data(year: int):
-        """
-        Helper function. gets geospatial weather dataset and metadata dictionary.
-
-        Parameters
-        ----------
-        Year : int
-            select the year of data to take from the NSRDB
-
-        Returns
-        --------
-        weather_ds : xarray.Dataset
-            dataset with coordinates of gid and time and weather data as datavariables
-        meta_df : pd.DataFrame
-            dataframe with each row representing the metadata of each gid in the dataset
-        """
-        weather_db = "NSRDB"
-
-        weather_arg = {
-            "satellite": "Americas",
-            "names": year,
-            "NREL_HPC": True,
-            # 'attributes': ['air_temperature', 'wind_speed', 'dhi', 'ghi', 'dni', 'relative_humidity']}
-            "attributes": [],  # does having do atributes break anything, should we just pick one
-        }
-
-        weather_ds, meta_df = pvdeg.weather.get(
-            weather_db, geospatial=True, **weather_arg
-        )
-
-        return weather_ds, meta_df
-
-    def getValidRegions(
-        self,
-        country: Optional[str] = None,
-        state: Optional[str] = None,
-        county: Optional[str] = None,
-        target_region: Optional[str] = None,
-    ):
-        """
-        Gets all valid region names in the NSRDB. Only works on hpc
-
-        Arguments
-        ---------
-        country : str, optional
-        state : str, optional
-        country : str, optional
-        target_region : str
-            Select return field. Options ``country``, ``state``, ``county``.
-
-        Returns
-        -------
-        valid_regions : numpy.ndarray
-            list of strings representing all unique region entries in the nsrdb.
-        """
-
-        if not self.geospatial:  # add hpc check
-            return AttributeError(
-                f"self.geospatial should be True. Current value = {self.geospatial}"
-            )
-
-        # discard_weather, meta_df = Scenario._get_geospatial_data(year=2022)
-        discard_weather, meta_df = self._get_geospatial_data(year=2022)
-
-        if country:
-            meta_df = meta_df[meta_df["country"] == country]
-        if state:
-            meta_df = meta_df[meta_df["state"] == state]
-        if county:
-            meta_df = meta_df[meta_df["county"] == county]
-
-        return meta_df[target_region].unique()
-
-    def plot(self):
-        """
-        Not Usable in GeospatialScenario class instance, only in Scenario instance.
-        """
-        # python has no way to hide a parent class method in the child, so this only exists to prevent access
-        #
-        raise AttributeError(
-            "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
-        )
-
-
-    def plot_coords(
-        self,
-        coord_1: Optional[tuple[float]] = None,
-        coord_2: Optional[tuple[float]] = None,
-        coords: Optional[np.ndarray[float]] = None,
-        size: Union[int, float] = 1,
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        """
-        Plot lat-long coordinate pairs on blank map. Quickly view
-        geospatial datapoints before your analysis.
-
-        Parameters:
-        -----------
-        coord_1 : list, tuple
-            Top left corner of bounding box as lat-long coordinate pair as list or
-            tuple.
-        coord_2 : list, tuple
-            Bottom right corner of bounding box as lat-long coordinate pair in list
-            or tuple.
-        coords : np.array
-            2d tall numpy array of [lat, long] pairs. Bounding box around the most
-            extreme entries of the array. Alternative to providing top left and
-            bottom right box corners. Could be used to select amongst a subset of
-            data points. ex) Given all points for the planet, downselect based on
-            the most extreme coordinates for the United States coastline information.
-        size : float
-            matplotlib scatter point size. Without any downsampling NSRDB
-            points will siginficantly overlap.
-
-        Returns:
-        --------
-        fig, ax
-            matplotlib figure and axis
-        """
-        fig = plt.figure(figsize=(15, 10))
-        ax = plt.axes(projection=ccrs.PlateCarree())
-
-        if (coord_1 and coord_2) or (coords != None):
-            utilities._plot_bbox_corners(
-                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
-            )
-
-        utilities._add_cartopy_features(ax=ax)
-
-        ax.scatter(
-            self.meta_data["longitude"],
-            self.meta_data["latitude"],
-            color="black",
-            s=size,
-            transform=ccrs.PlateCarree(),
-        )
-
-        plt.title(f"Coordinate Pairs from '{self.name}' Meta Data")
-        plt.show()
-
-        return fig, ax
-
-
-    def plot_meta_classification(
-        self,
-        col_name: str = None,
-        coord_1: Optional[tuple[float]] = None,
-        coord_2: Optional[tuple[float]] = None,
-        coords: Optional[np.ndarray[float]] = None,
-        size: Union[int, float] = 1,
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        """
-        Plot classified lat-long coordinate pairs on map. Quicly view
-        geospatial datapoints with binary classification in a meta_data
-        dataframe column before your analysis.
-
-        Parameters:
-        -----------
-        col_name : str
-            Column containing binary classification data. Ex: `mountain` after
-            running ``downselect_mountains_weights``.
-        coord_1 : list, tuple
-            Top left corner of bounding box as lat-long coordinate pair as list or
-            tuple.
-        coord_2 : list, tuple
-            Bottom right corner of bounding box as lat-long coordinate pair in list
-            or tuple.
-        coords : np.array
-            2d tall numpy array of [lat, long] pairs. Bounding box around the most
-            extreme entries of the array. Alternative to providing top left and
-            bottom right box corners. Could be used to select amongst a subset of
-            data points. ex) Given all points for the planet, downselect based on
-            the most extreme coordinates for the United States coastline information.
-        size : float
-            matplotlib scatter point size. Without any downsampling NSRDB
-            points will siginficantly overlap.
-
-        Returns:
-        --------
-        fig, ax
-            matplotlib figure and axis
-        """
-        if not col_name:
-            raise ValueError("col_name cannot be none")
-
-        if col_name not in self.meta_data.columns:
-            raise ValueError(
-                f"{col_name} not in self.meta_data columns as follows {self.meta_data.columns}"
-            )
-
-        col_dtype = self.meta_data[col_name].dtype
-        if col_dtype != bool:
-            raise ValueError(
-                f"meta_data column {col_name} expected dtype bool not {col_dtype}"
-            )
-
-        near = self.meta_data[self.meta_data[col_name] == True]
-        not_near = self.meta_data[self.meta_data[col_name] == False]
-
-        fig = plt.figure(figsize=(15, 10))
-        ax = plt.axes(projection=ccrs.PlateCarree())
-
-        if (coord_1 and coord_2) or (coords != None):
-            utilities._plot_bbox_corners(
-                ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
-            )
-        utilities._add_cartopy_features(ax=ax)
-
-        ax.scatter(
-            not_near["longitude"],
-            not_near["latitude"],
-            color="red",
-            s=size,
-            transform=ccrs.PlateCarree(),
-            label=f"Not Near {col_name}",
-        )
-        ax.scatter(
-            near["longitude"],
-            near["latitude"],
-            color="blue",
-            s=size,
-            transform=ccrs.PlateCarree(),
-            label=f"Near {col_name}",
-        )
-
-        plt.title(f"Geographic Points with Proximity to {col_name} Highlighted")
-        plt.legend()
-        plt.show()
-
-        return fig, ax
-
-    def plot_world(
-        self,
-        data_variable: str,
-        cmap: str = "viridis",
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        da = (self.results)[data_variable]
-
-        fig, ax = plt.subplots(
-            figsize=(10, 6), subplot_kw={"projection": ccrs.PlateCarree()}
-        )
-
-        da.plot(ax=ax, transform=ccrs.PlateCarree(), cmap=cmap)
-        ax.set_extent([-180, 180, -90, 90], crs=ccrs.PlateCarree())
-
-        ax.coastlines()
-        ax.add_feature(cfeature.BORDERS)
-        ax.gridlines(draw_labels=True)
-
-        ax.add_feature(cfeature.LAND)
-        ax.add_feature(cfeature.OCEAN)
-        ax.add_feature(cfeature.LAKES, edgecolor="black")
-        plt.show()
-
-        return fig, ax
-
-    # test this
-    def plot_USA(
-        self,
-        data_from_result: str,
-        fpath: str = None,
-        cmap: str = "viridis",
-        vmin: Union[int, float] = 0,
-        vmax: Optional[Union[int, float]] = None,
-    ) -> tuple[matplotlib.figure, matplotlib.axes]:
-        """
-        Plot a vizualization of the geospatial scenario result.
-        Only works on geospatial scenarios.
-
-        Parameters
-        ----------
-        data_from_result : str
-            select the datavariable to plot from the result xarray
-        fpath : str
-            path to save plot output on, saves to current directory if ``None``
-        cmap : str
-            colormap to use in plot
-        vmin : int
-            lower bound on values in linear color map
-        vmax : int
-            upper bound on values in linear color map
-        """
-
-        if not self.geospatial:
-            return False
-
-        fig, ax = pvdeg.geospatial.plot_USA(
-            self.results[data_from_result],
-            cmap=cmap,
-            vmin=vmin,
-            vmax=vmax,
-            title="add_dynamic_title",
-            cb_title=f"dynamic title : {data_from_result}",
-        )
-
-        fpath if fpath else [f"os.getcwd/{self.name}-{self.results[data_from_result]}"]
-        fig.savefig()
-
-        return fig, ax
-
-
-    def _check_set(self, iterable, to_check: set):
-        """Check if iterable is a subset of to_check"""
-        if not isinstance(iterable, set):
-            iterable = set(iterable)
-
-        if not iterable.issubset(to_check):
-            raise ValueError(f"All of iterable: {iterable} does not exist in {to_check}")
-
-    def format_geospatial_work(self):
-        if self.func:
-            return f"""
-                <p><strong>self.func:</strong> {self.func.__name__}</p>
-                <p><strong>self.template:</strong> {self.format_template()}</p>
-            """
-
-        return ""
-
-    def format_dask_link(self):
-        if self.dask_client:
-            return f"""
-                <a href="{self.dask_client.dashboard_link}" target="_blank">{self.dask_client.dashboard_link}</a></p>
-            """
-        return ""
-
-    def _ipython_display_(self):
-        file_url = f"file:///{os.path.abspath(self.path).replace(os.sep, '/')}"
-        html_content = f"""
-        <div style="border:1px solid #ddd; border-radius: 5px; padding: 3px; margin-top: 5px;">
-            <h2>self.name: {self.name}</h2>
-            <p><strong>self.path:</strong> <a href="{file_url}" target="_blank">{self.path}</a></p>
-            <p><strong>self.hpc:</strong> {self.hpc}</p>
-            <p><strong>self.gids:</strong> {self.gids}</p>
-            <div>
-                <h3>self.results</h3>
-                {self.format_results() if self.results else None}
-            </div>
-            <div>
-                <h3>Geospatial Work</h3>
-                {self.format_geospatial_work()}
-            </div>
-            <div>
-                <h3>self.modules</h3>
-                {super().format_modules()}
-            </div>
-            <div>
-                <h3>self.weather_data</h3>
-                {self.format_geo_weather()}
-            </div>
-            <div>
-                <h3>self.meta_data</h3>
-                {self.format_geo_meta()}
-            </div>
-            <div>
-                <h3>self.dask_client</h3>
-                {self.format_dask_link()}
-            </div>
-        </div>
-        <p><i>All attributes can be accessed by the names shown above.</i></p>
-        <script>
-            function toggleVisibility(id) {{
-                var content = document.getElementById(id);
-                var arrow = document.getElementById('arrow_' + id);
-                if (content.style.display === 'none') {{
-                    content.style.display = 'block';
-                    arrow.innerHTML = '▼';
-                }} else {{
-                    content.style.display = 'none';
-                    arrow.innerHTML = '►';
-                }}
-            }}
-        </script>
-        """
-        display(HTML(html_content))
-
-    def format_results(self):
-        results_html = "<div>"
-        if "geospatial_job" in self.results:
-            result = self.results["geospatial_job"]
-            result_id = "geospatial_result"
-            formatted_output = self.format_output(result)
-            result_content = f"""
-            <div id="{result_id}" onclick="toggleVisibility('content_{result_id}')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_{result_id}" style="color: #b676c2;">►</span>
-                    Geospatial Result
-                </h4>
-            </div>
-            <div id="content_{result_id}" style="display:none; margin-left: 20px; padding: 5px; background-color: #f0f0f0; color: #000;">
-                {formatted_output}
-            </div>
-            """
-            results_html += result_content
-        results_html += "</div>"
-        return results_html
-
-    def format_geo_meta(self):
-        meta_data_html = ""
-
-        if self.meta_data is not None:
-
-            meta_data_html = f"""
-            <div id="meta_data" onclick="toggleVisibility('content_meta_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_meta_data" style="color: #b676c2;">►</span>
-                    Meta Data
-                </h4>
-            </div>
-            <div id="content_meta_data" style="display:none; margin-left: 20px; padding: 5px;">
-                {self.meta_data._repr_html_()}
-            </div>
-            """
-
-        return meta_data_html
-
-    def format_template(self):
-        template_html = ""
-
-        if self.meta_data is not None:
-
-            template_html = f"""
-            <div id="template" onclick="toggleVisibility('content_template')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_template" style="color: #b676c2;">►</span>
-                    Template
-                </h4>
-            </div>
-            <div id="content_template" style="display:none; margin-left: 20px; padding: 5px;">
-                {self.template._repr_html_()}
-            </div>
-            """
-
-        return template_html
-
-    def format_geo_weather(self):
-        weather_data_html = ""
-
-        if self.weather_data is not None:
-
-            weather_data_html = f"""
-            <div id="weather_data" onclick="toggleVisibility('content_weather_data')" style="cursor: pointer; background-color: #000000; color: #FFFFFF; padding: 5px; border-radius: 3px; margin-bottom: 1px;">
-                <h4 style="font-family: monospace; margin: 0;">
-                    <span id="arrow_content_weather_data" style="color: #b676c2;">►</span>
-                    Weather Data
-                </h4>
-            </div>
-            <div>
-            <div id="content_weather_data" style="display:none; margin-left: 20px; padding: 5px>
-                {self.weather_data._repr_html_()}
-            </div>
-            """
-
-        return weather_data_html
-
-
+...
\ No newline at end of file
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index 06d22714..bd735fe8 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -18,7 +18,6 @@
 import pandas as pd
 import xarray as xr
 import numpy as np
-import matplotlib.pyplot as plt
 from collections import OrderedDict
 from copy import deepcopy
 from typing import List, Union, Optional, Tuple, Callable
@@ -28,27 +27,6 @@
 import cartopy.crs as ccrs
 import cartopy.feature as cfeature
 from dask.distributed import Client
-# import cartopy.crs as ccrs
-# import cartopy.feature as cfeature
-
-import pvdeg
-from pvdeg import utilities
-
-import os
-import warnings
-import pandas as pd
-import xarray as xr
-import numpy as np
-import matplotlib
-import matplotlib.pyplot as plt
-from typing import List, Union, Optional, Callable
-from dask.distributed import Client
-from IPython.display import display, HTML
-import cartopy.crs as ccrs
-import cartopy.feature as cfeature
-
-from pvdeg.scenario import Scenario
-
 
 class Scenario:
     """
@@ -1803,7 +1781,7 @@ def run(self, hpc_worker_conf: Optional[dict] = None) -> None:
                     'death_timeout': 600,}
         """
         if self.dask_client and hpc_worker_conf:
-            raise ValueError(f"Dask Client already exists, cannot configure new client.")
+            raise ValueError("Dask Client already exists, cannot configure new client.")
         elif not self.dask_client:
             self.dask_client = pvdeg.geospatial.start_dask(hpc=hpc_worker_conf)
         
diff --git a/pvdeg/utilities.py b/pvdeg/utilities.py
index a2c8cd9a..3f0bc876 100644
--- a/pvdeg/utilities.py
+++ b/pvdeg/utilities.py
@@ -1525,7 +1525,7 @@ def read_material(
         material_dict = {k: material_dict.get(k, None) for k in parameters} 
 
     return material_dict
-=========
+
 def add_time_columns_tmy(weather_df, coerce_year=1979):
     """
     Add time columns to a tmy weather dataframe.
@@ -1570,4 +1570,4 @@ def add_time_columns_tmy(weather_df, coerce_year=1979):
 
     weather_df = pd.concat([weather_df, df], axis=1)
     return weather_df
->>>>>>>>> Temporary merge branch 2
+

From b54139822c3c230824dfe70b7d75c759c8f1bf78 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Tue, 11 Feb 2025 11:28:44 -0700
Subject: [PATCH 103/109] docs update, install, pysam

---
 docs/source/_autosummary/pvdeg.geospatial.rst |  8 ---
 docs/source/_autosummary/pvdeg.scenario.rst   |  7 +++
 .../pvdeg.utilities.add_time_columns_tmy.rst  |  6 +++
 docs/source/_autosummary/pvdeg.utilities.rst  |  8 +++
 .../_autosummary/pvdeg.weather.roll_tmy.rst   |  6 +++
 docs/source/_autosummary/pvdeg.weather.rst    |  8 +++
 docs/source/tutorials/index.rst               | 17 ++++++
 docs/source/user_guide/geospatial.rst         |  2 +-
 docs/source/user_guide/index.rst              |  1 +
 docs/source/user_guide/installation.rst       | 54 ++++++++++++++++++-
 docs/source/user_guide/package_overview.rst   | 18 ++++++-
 docs/source/user_guide/pysam.rst              | 10 ++++
 12 files changed, 133 insertions(+), 12 deletions(-)
 create mode 100644 docs/source/_autosummary/pvdeg.utilities.add_time_columns_tmy.rst
 create mode 100644 docs/source/_autosummary/pvdeg.weather.roll_tmy.rst
 create mode 100644 docs/source/user_guide/pysam.rst

diff --git a/docs/source/_autosummary/pvdeg.geospatial.rst b/docs/source/_autosummary/pvdeg.geospatial.rst
index 7c5970fc..ac667b85 100644
--- a/docs/source/_autosummary/pvdeg.geospatial.rst
+++ b/docs/source/_autosummary/pvdeg.geospatial.rst
@@ -35,7 +35,6 @@ pvdeg.geospatial
       pvdeg.geospatial.plot_Europe
       pvdeg.geospatial.plot_USA
       pvdeg.geospatial.plot_sparse_analysis
-      pvdeg.geospatial.plot_sparse_analysis_land
       pvdeg.geospatial.start_dask
       pvdeg.geospatial.template_parameters
       pvdeg.geospatial.zero_template
@@ -166,13 +165,6 @@ pvdeg.geospatial
    .. minigallery:: pvdeg.geospatial.plot_sparse_analysis
        :add-heading:
 
-   .. autofunction:: plot_sparse_analysis_land
-
-   .. _sphx_glr_backref_pvdeg.geospatial.plot_sparse_analysis_land:
-
-   .. minigallery:: pvdeg.geospatial.plot_sparse_analysis_land
-       :add-heading:
-
    .. autofunction:: start_dask
 
    .. _sphx_glr_backref_pvdeg.geospatial.start_dask:
diff --git a/docs/source/_autosummary/pvdeg.scenario.rst b/docs/source/_autosummary/pvdeg.scenario.rst
index 433bedd1..82c34c29 100644
--- a/docs/source/_autosummary/pvdeg.scenario.rst
+++ b/docs/source/_autosummary/pvdeg.scenario.rst
@@ -25,6 +25,13 @@ pvdeg.scenario
    -------
 
    
+   .. autoclass:: GeospatialScenario
+      :members:
+
+   .. _sphx_glr_backref_pvdeg.scenario.GeospatialScenario:
+
+   .. minigallery:: pvdeg.scenario.GeospatialScenario
+       :add-heading:
    .. autoclass:: Scenario
       :members:
 
diff --git a/docs/source/_autosummary/pvdeg.utilities.add_time_columns_tmy.rst b/docs/source/_autosummary/pvdeg.utilities.add_time_columns_tmy.rst
new file mode 100644
index 00000000..2c0ff9b8
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.utilities.add_time_columns_tmy.rst
@@ -0,0 +1,6 @@
+pvdeg.utilities.add\_time\_columns\_tmy
+=======================================
+
+.. currentmodule:: pvdeg.utilities
+
+.. autofunction:: add_time_columns_tmy
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.utilities.rst b/docs/source/_autosummary/pvdeg.utilities.rst
index 95e47e50..f744c610 100644
--- a/docs/source/_autosummary/pvdeg.utilities.rst
+++ b/docs/source/_autosummary/pvdeg.utilities.rst
@@ -19,6 +19,7 @@ pvdeg.utilities
       :nosignatures:
 
       
+      pvdeg.utilities.add_time_columns_tmy
       pvdeg.utilities.compare_templates
       pvdeg.utilities.convert_tmy
       pvdeg.utilities.display_json
@@ -56,6 +57,13 @@ pvdeg.utilities
 
    
 
+   .. autofunction:: add_time_columns_tmy
+
+   .. _sphx_glr_backref_pvdeg.utilities.add_time_columns_tmy:
+
+   .. minigallery:: pvdeg.utilities.add_time_columns_tmy
+       :add-heading:
+
    .. autofunction:: compare_templates
 
    .. _sphx_glr_backref_pvdeg.utilities.compare_templates:
diff --git a/docs/source/_autosummary/pvdeg.weather.roll_tmy.rst b/docs/source/_autosummary/pvdeg.weather.roll_tmy.rst
new file mode 100644
index 00000000..f23e7c16
--- /dev/null
+++ b/docs/source/_autosummary/pvdeg.weather.roll_tmy.rst
@@ -0,0 +1,6 @@
+pvdeg.weather.roll\_tmy
+=======================
+
+.. currentmodule:: pvdeg.weather
+
+.. autofunction:: roll_tmy
\ No newline at end of file
diff --git a/docs/source/_autosummary/pvdeg.weather.rst b/docs/source/_autosummary/pvdeg.weather.rst
index 897fc0c1..3b05dcf6 100644
--- a/docs/source/_autosummary/pvdeg.weather.rst
+++ b/docs/source/_autosummary/pvdeg.weather.rst
@@ -33,6 +33,7 @@ pvdeg.weather
       pvdeg.weather.read
       pvdeg.weather.read_h5
       pvdeg.weather.repeat_annual_time_series
+      pvdeg.weather.roll_tmy
       pvdeg.weather.weather_distributed
       pvdeg.weather.write
 
@@ -148,6 +149,13 @@ pvdeg.weather
    .. minigallery:: pvdeg.weather.repeat_annual_time_series
        :add-heading:
 
+   .. autofunction:: roll_tmy
+
+   .. _sphx_glr_backref_pvdeg.weather.roll_tmy:
+
+   .. minigallery:: pvdeg.weather.roll_tmy
+       :add-heading:
+
    .. autofunction:: weather_distributed
 
    .. _sphx_glr_backref_pvdeg.weather.weather_distributed:
diff --git a/docs/source/tutorials/index.rst b/docs/source/tutorials/index.rst
index ec01477b..60713e1e 100644
--- a/docs/source/tutorials/index.rst
+++ b/docs/source/tutorials/index.rst
@@ -50,3 +50,20 @@ You can also run the tutorial locally in a virtual environment, i.e., `venv` or
 1. Use the file explorer in Jupyter lab to browse to `tutorials`
    and start the first Tutorial.
 
+NREL HPC (Kestrel)
+------------------
+
+Running notebooks on Kestrel is documented on the `NREL HPC Docs <https://nrel.github.io/HPC/Documentation/Development/Jupyter/>`_.
+
+**NOTE**: To run jupyter notebooks on Kestrel you must add a custom iPykernel. This section is borrowed from the NREL HPC docs.
+
+
+   A kernel is what allows Jupyter to use your customized conda environment inside Jupyter, in a notebook. Use ipykernel to build your kernel. Inside your custom conda environment, run:
+
+   ``python -m ipykernel install --user --name=myjupyter``
+
+   If you already have a Jupyter server running, restart it to load the new kernel.
+
+   The new kernel will appear in the drop-down as an option to open a new notebook.
+
+   You can have multiple kernels, allowing you to load different conda environments for your different projects into Notebooks.
diff --git a/docs/source/user_guide/geospatial.rst b/docs/source/user_guide/geospatial.rst
index 436e56e2..afaaba69 100644
--- a/docs/source/user_guide/geospatial.rst
+++ b/docs/source/user_guide/geospatial.rst
@@ -1,6 +1,6 @@
 .. _geospatial:
 
-Geospatial
+Geospatial 🌍
 ==========
 
 Geospatial data is time based data that maps to a location on Earth. PVDeg supports single site and geospatial analyses using meteorological and solar radiation data,
diff --git a/docs/source/user_guide/index.rst b/docs/source/user_guide/index.rst
index 40d06657..195542d7 100644
--- a/docs/source/user_guide/index.rst
+++ b/docs/source/user_guide/index.rst
@@ -12,6 +12,7 @@ User Guide
    NSRDB_API_Key
    montecarlo
    geospatial
+   pysam
    materials
    pv-variables-terms
    contributing
diff --git a/docs/source/user_guide/installation.rst b/docs/source/user_guide/installation.rst
index dcb90740..31ef24cb 100644
--- a/docs/source/user_guide/installation.rst
+++ b/docs/source/user_guide/installation.rst
@@ -5,13 +5,63 @@ Installation
 
 pvdeg releases may be installed using the pip and conda tools.
 
-Install with:
+Base Install:
+---------------------
+To get PVDeg the simplest way use:
 
 .. code::
 
         pip install pvdeg
 
-For developer installation, download the repository, navigate to the folder location and install as:
+Optional Install:
+----------------
+PVDeg provides optional installs for testing, and documenation. We can specify these using `[]` syntax.
+
+
+.. list-table:: Extra Installs in PVDeg
+   :widths: 30 70
+   :header-rows: 1
+
+   * - **Extra Install Name**
+     - **Explanation**
+   * - ``docs``
+     - Documentation dependencies
+   * - ``test``
+     - Testing dependencies
+   * - ``books``
+     - Jupyter utilities
+   * - ``sam``
+     - NREL System Advisor Model dependencies
+   * - ``all``
+     - all of the above names combined
+
+To download packages required for testing, run:
+
+.. code::
+
+        pip install pvdeg[test]
+
+To download all optional packages, run:
+
+.. code::
+
+        pip install pvdeg[all]
+
+
+Developer Installation
+----------------------
+
+
+For developer installation, use the following steps.
+
+
+1. clone the reposityory using 
+
+.. code::
+        
+        git clone https://github.com/NREL/PVDegradationTools.git
+
+2. Navigate the the root of the repository such that you are in ``path/to/PVDegradationTools``, then run the following command.
 
 .. code::
 
diff --git a/docs/source/user_guide/package_overview.rst b/docs/source/user_guide/package_overview.rst
index 47c331e2..79662c01 100644
--- a/docs/source/user_guide/package_overview.rst
+++ b/docs/source/user_guide/package_overview.rst
@@ -29,11 +29,27 @@ produced via simulation (for example: results from `bifacial_radiance
   * Van 't Hoff environment characterization
   * Arrhenius degradation acceleration factor
   * Arrhenius environment characterization
-  * Solder Fatigue
   * Spectral Degradation
+  * LETID outdoor, lab
+  * Solder Fatigue
 
 3. Standards
 
   * Ideal Installation Distance
+  * Effective Operating Temperatures
+
+4. Monte Carlo
+
+  * Uncorrelated Monte Carlo simulation
+  * Multi-variate Correlated Monte Carlo simulation
+
+5. Geospatial
+
+  * Geospatial analysis framework
+  * High Performance Computing Tools
+
+6. Weather Utilities
+
+  * Parallelized downloads of NSRDB, and PVGIS
 
 For an in depth look at each class and function, please refer to API
\ No newline at end of file
diff --git a/docs/source/user_guide/pysam.rst b/docs/source/user_guide/pysam.rst
new file mode 100644
index 00000000..cfbe2677
--- /dev/null
+++ b/docs/source/user_guide/pysam.rst
@@ -0,0 +1,10 @@
+.. _pysam:
+
+PySAM Implementation
+====================
+
+PVDeg provides a convient wrapper for ``NREL-PySAM`` which is a Python wrapper for `NREL's System Advisor Model (SAM) <https://sam.nrel.gov/>`_. PySAM has a steep learning curve so we seek to provide a simple implementation that allows users to run geospatial analyses with SAM.
+
+This work was produced to support `Innovative Solar Practices Integrated with Rural Economies and Ecosystems (InSPIRE) <https://openei.org/wiki/InSPIRE>`_.  
+
+**Details coming soon**
\ No newline at end of file

From 73b884c657105510c2ade9762d2debb6190bccb3 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Wed, 12 Feb 2025 11:41:35 -0700
Subject: [PATCH 104/109] elev stochastic downselect should return gid not
 index

---
 docs/source/whatsnew/releases/v0.5.0.rst |  6 +++++-
 pvdeg/geospatial.py                      |  4 +++-
 pvdeg/scenario.py                        | 17 ++++++++++-------
 pvdeg/store.py                           |  4 ++--
 4 files changed, 20 insertions(+), 11 deletions(-)

diff --git a/docs/source/whatsnew/releases/v0.5.0.rst b/docs/source/whatsnew/releases/v0.5.0.rst
index 25ddfbb3..d346a1d2 100644
--- a/docs/source/whatsnew/releases/v0.5.0.rst
+++ b/docs/source/whatsnew/releases/v0.5.0.rst
@@ -46,7 +46,11 @@ Now, either of the following options work.
     def myfunc(...):
         ....
 
+Bug Fixes
+-------------
+- fixed an issue where pvdeg.geospatial.elevation_stochastic_downselect would return metadata row indicies which were downselected instead of named gids.
+
 
 Contributors
 -----------
-- Tobin Ford (:ghuser:`tobin-ford`)
\ No newline at end of file
+- Tobin Ford (:ghuser:`tobin-ford`)
diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index 597bf432..18c23c31 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -1071,7 +1071,9 @@ def elevation_stochastic_downselect(
         a=len(coords), p=normalized_weights / np.sum(normalized_weights), size=m
     )
 
-    return np.unique(selected_indicies)
+    return meta_df.index.values[np.unique(selected_indicies)]
+    #return meta_df.iloc[np.unique(selected_indicies)].index.values
+    #return np.unique(selected_indicies)
 
 
 def interpolate_analysis(
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index bd735fe8..d1e1cac2 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1320,7 +1320,7 @@ def downselect_CONUS(
     ) -> None:
         """Downselect US to contiguous US geospatial data"""
 
-        geo_weather, geo_meta = self.geospatial_data()
+        geo_weather, geo_meta = self.get_geospatial_data()
 
         geo_meta = geo_meta[geo_meta['state'] != "Alaska"]
         geo_meta = geo_meta[geo_meta['state'] != "Hawaii"]
@@ -1497,7 +1497,7 @@ def classify_mountains_weights(
         return
 
     def classify_feature(
-        self,
+       self,
         feature_name=None,
         resolution="10m",
         radius=None,
@@ -1594,7 +1594,7 @@ def downselect_elevation_stochastic(
             normalization=normalization,
         )
 
-        self.meta_data = self.meta_data.iloc[gids]
+        self.meta_data = self.meta_data.loc[gids]
         return
 
     def gid_downsample(self, downsample_factor: int) -> None:
@@ -1895,7 +1895,6 @@ def plot(self):
         Not Usable in GeospatialScenario class instance, only in Scenario instance.
         """
         # python has no way to hide a parent class method in the child, so this only exists to prevent access
-        #
         raise AttributeError(
             "The 'plot' method is not accessible in GeospatialScenario, only in Scenario"
         )
@@ -1928,7 +1927,7 @@ def plot_coords(
             the most extreme coordinates for the United States coastline information.
         size : float
             matplotlib scatter point size. Without any downsampling NSRDB
-            points will siginficantly overlap.
+            points will siginficantly overlap and plot may appear as a solid color.
 
         Returns:
         --------
@@ -1938,7 +1937,7 @@ def plot_coords(
         fig = plt.figure(figsize=(15, 10))
         ax = plt.axes(projection=ccrs.PlateCarree())
 
-        if (coord_1 and coord_2) or (coords != None):
+        if (coord_1 and coord_2) or (coords is not None):
             utilities._plot_bbox_corners(
                 ax=ax, coord_1=coord_1, coord_2=coord_2, coords=coords
             )
@@ -2151,7 +2150,7 @@ def _ipython_display_(self):
             <p><strong>self.gids:</strong> {self.gids}</p>
             <div>
                 <h3>self.results</h3>
-                {self.format_results() if self.results else None}
+                {self.format_results() if self.results else ''}
             </div>
             <div>
                 <h3>Geospatial Work</h3>
@@ -2169,6 +2168,10 @@ def _ipython_display_(self):
                 <h3>self.meta_data</h3>
                 {self.format_geo_meta()}
             </div>
+            <div>
+                <h3>self.kdtree</h3>
+                {self.kdtree or ''}
+            </div>
             <div>
                 <h3>self.dask_client</h3>
                 {self.format_dask_link()}
diff --git a/pvdeg/store.py b/pvdeg/store.py
index 16e8ee32..6c4540d6 100644
--- a/pvdeg/store.py
+++ b/pvdeg/store.py
@@ -3,7 +3,7 @@
 import pandas as pd
 import numpy as np
 import dask.array as da    
-import zarr
+#import zarr
 import os
 
 from pvdeg import METOROLOGICAL_DOWNLOAD_PATH
@@ -285,4 +285,4 @@ def _create_sample_sheet(fill_value, latitude: float=999, longitude: float=999,
         dim = sheet_ds[var].dims
         sheet_ds[var] = (dim, dummy_da)
 
-    return sheet_ds, meta_df
\ No newline at end of file
+    return sheet_ds, meta_df

From ae1c86bcbc7e2b8ceed2114466d7d55f11370660 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 13 Feb 2025 13:32:24 -0700
Subject: [PATCH 105/109] 2/13 review

---
 pvdeg/data/inspireInstance.pkl          |  Bin 1928156 -> 0 bytes
 pvdeg/decorators.py                     |    2 +-
 pvdeg/geospatial.py                     |   68 +-
 pvdeg/pysam.py                          |  123 +-
 pvdeg/scenario.py                       |   21 +-
 pvdeg/store.py                          |  158 +--
 pvdeg/temperature.py                    |   19 -
 pyproject.toml                          |    2 +-
 scripts/batch/.submit_co_inspire.sh.swp |  Bin 12288 -> 0 bytes
 scripts/demos/freeze-thaw-us.nc         |  Bin 450884 -> 0 bytes
 scripts/demos/freeze-thaw.ipynb         |  200 ---
 scripts/tiny-pysam-ground-irradiance.nc |  Bin 14176828 -> 0 bytes
 tests/data/summit-weather.nc            |  Bin 0 -> 2462135 bytes
 tests/data/summit-weather.pkl           |  Bin 9395488 -> 0 bytes
 tests/sandbox.ipynb                     | 1489 +++++++++++++++++++++++
 tests/test_geospatial.py                |   73 +-
 16 files changed, 1651 insertions(+), 504 deletions(-)
 delete mode 100644 pvdeg/data/inspireInstance.pkl
 delete mode 100644 scripts/batch/.submit_co_inspire.sh.swp
 delete mode 100644 scripts/demos/freeze-thaw-us.nc
 delete mode 100644 scripts/demos/freeze-thaw.ipynb
 delete mode 100644 scripts/tiny-pysam-ground-irradiance.nc
 create mode 100644 tests/data/summit-weather.nc
 delete mode 100644 tests/data/summit-weather.pkl

diff --git a/pvdeg/data/inspireInstance.pkl b/pvdeg/data/inspireInstance.pkl
deleted file mode 100644
index 5b1f3a374a5d5b359a64c41026f7f64ee956ed08..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/pvdeg/decorators.py b/pvdeg/decorators.py
index 4b86a405..c0567a1b 100644
--- a/pvdeg/decorators.py
+++ b/pvdeg/decorators.py
@@ -35,7 +35,7 @@ def geospatial_quick_shape(numeric_or_timeseries: str, shape_names: list[str]) -
     >>> func.shape_names = ["T98", "x_eff"] # function attribute names
 
     * Note: we cannot autotemplate functions with ambiguous return types that depend on runtime input,
-    the function will need strictly return a timeseries or numeric.
+    the function will need to strictly return a timeseries or numeric.
 
     * Note: this is accessed through the ``decorators.geospatial_quick_shape`` namespace
 
diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index 18c23c31..9facab49 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -94,32 +94,32 @@ def start_dask(hpc=None):
 # rename this?
 # and combine into a single function with _df_from_arbitrary, this ds_from_arbitray isnt really doing anything anymore
 # we only want ds_from_arbitrary and then convert to ds, but if the input is a dataset already then we dont want to anything
-def _ds_from_arbitrary(res, func):
-    """
-    Convert an arbitrary return type to xarray.Dataset. 
-    """
+# def _ds_from_arbitrary(res, func):
+#     """
+#     Convert an arbitrary return type to xarray.Dataset. 
+#     """
 
-    ######## STRUCTURAL #########
-    # functions can just return xr.Dataset to take advantage of geospatial
-    # this should not be required to implement a new geospatial function
+#     ######## STRUCTURAL #########
+#     # functions can just return xr.Dataset to take advantage of geospatial
+#     # this should not be required to implement a new geospatial function
 
-    if isinstance(res, xr.Dataset):
-        return res
+#     if isinstance(res, xr.Dataset):
+#         return res
 
 
-    # if isinstance(res, pysam.inspirePysamReturn):
-    #     return pysam._handle_pysam_return(res)
-    # add more conditionals if we have special cases 
-    # or add general case for mixed return dimensions: HARD
+#     # if isinstance(res, pysam.inspirePysamReturn):
+#     #     return pysam._handle_pysam_return(res)
+#     # add more conditionals if we have special cases 
+#     # or add general case for mixed return dimensions: HARD
     
-    # handles collections with elements of same shapes
-    df = _df_from_arbitrary(res=res, func=func)
-    ds = xr.Dataset.from_dataframe(df)
+#     # handles collections with elements of same shapes
+#     df = _df_from_arbitrary(res=res, func=func)
+#     ds = xr.Dataset.from_dataframe(df)
 
-    if not df.index.name:
-        ds = ds.isel(index=0, drop=True)
+#     if not df.index.name:
+#         ds = ds.isel(index=0, drop=True)
 
-    return ds
+#     return ds
 
 
 def _df_from_arbitrary(res, func):
@@ -183,7 +183,19 @@ def calc_gid(ds_gid, meta_gid, func, **kwargs):
         df_weather = df_weather.reset_index().set_index("time")
 
     res = func(weather_df=df_weather, meta=meta_gid, **kwargs)
-    ds_res = _ds_from_arbitrary(res, func)
+    # res is the type returned by func
+    # can be float, tuple, list, dataframe, dataset, etc.
+    # need to convert it to a dataset
+
+    if isinstance(res, xr.Dataset):
+        return res
+   
+    # handles collections with elements of same shapes
+    df = _df_from_arbitrary(res=res, func=func)
+    ds_res = xr.Dataset.from_dataframe(df)
+
+    if not df.index.name:
+        ds_res = ds_res.isel(index=0, drop=True)
 
     return ds_res
 
@@ -337,15 +349,13 @@ def output_template(
     dims = set([d for dim in shapes.values() for d in dim])
     dims_size = dict(ds_gids.sizes) | add_dims
 
-    # we need to properly add the dimensions
-    # can we redo with dictionary comprehension
-    # best approach @martin?
+    # update the coordinates with the dims which include add_dims
     coords = {}
     for dim in dims:
         if dim in ds_gids:
             coords[dim] = ds_gids[dim]
         elif dim in add_dims:
-            coords[dim] = np.arange(dims_size[dim]) # i dont like this
+            coords[dim] = np.arange(dims_size[dim]) # placeholder array (edge case)
         else:
             raise ValueError(f"dim: {dim} not in ds_gids or add_dims")
 
@@ -359,20 +369,20 @@ def output_template(
             )  # this will produce a dask array with 1 chunk of the same size as the input
             for var, dim in shapes.items()
         },
-        # moved as part of the above changes
-        # coords={dim: ds_gids[dim] for dim in dims},
         coords=coords,
         attrs=global_attrs,
     ) 
 
-    # chunk to match input
+    # we can only chunk dimensions existing in the input
+    # added dimensions will fail if chunked under this scheme 
+    # because they do not exist in ds gids
     if ds_gids.chunks: 
         output_template = output_template.chunk(
             {   
                 dim: ds_gids.chunks[dim] 
                 for dim in dims
                 if dim in ds_gids
-            }   # only chunk dimensions existing in the input
+            }
         )
 
     return output_template
@@ -1162,8 +1172,6 @@ def plot_sparse_analysis(
     if fig is not None:
         cbar = plt.colorbar(img, ax=ax, orientation="vertical", fraction=0.02, pad=0.04)
         cbar.set_label("Value")
-
-    if fig is not None:
         plt.title("Interpolated Heatmap")
         plt.xlabel("Longitude")
         plt.ylabel("Latitude")
diff --git a/pvdeg/pysam.py b/pvdeg/pysam.py
index 9a01aa33..5d80833f 100644
--- a/pvdeg/pysam.py
+++ b/pvdeg/pysam.py
@@ -18,9 +18,11 @@
 from pvdeg import (
     weather,
     utilities,
+    decorators,
     DATA_DIR
 )
 
+@decorators.deprecated("unverified")
 def vertical_POA(
     weather_df,
     meta,
@@ -60,14 +62,11 @@ def vertical_POA(
         import PySAM.Utilityrate5 as UtilityRate
         import PySAM.Cashloan as Cashloan
     except ModuleNotFoundError:
-        print("pysam not found. run pip install pvdeg[sam] to install the NREL-PySAM dependency")
+        print("pysam not found. run `pip install pvdeg[sam]` to install the NREL-PySAM dependency")
         return
 
    
     parameters = ["temp_air", "wind_speed", "dhi", "ghi", "dni"]
-    #print("weather_df KEYs", weather_df.keys())
-    #print("meta KEYs", meta.keys())
-
     
     if isinstance(weather_df, dd.DataFrame):
         weather_df = weather_df[parameters].compute()
@@ -103,7 +102,6 @@ def vertical_POA(
                         # This prevents the failure "UnicodeDecodeError: 'utf-8' codec can't decode byte... 
                         # This bug will be fixed on a newer version of pysam (currently not working on 5.1.0)
                     if 'adjust_' in k:  # This check is needed for Python 3.10.7 and some others. Not needed for 3.7.4
-                        #print(k)
                         k = k.split('adjust_')[1]
                     module.value(k, v)
                 except AttributeError:
@@ -112,16 +110,11 @@ def vertical_POA(
 
     pv4.unassign('solar_resource_file')
                 
-    #print("Type meta ", meta)
-
     if 'tz' not in meta:
         meta['tz'] = '+0'
         
-    #if meta.get('tz') == None: 
-        #meta.loc['tz'] = '+0'
-
     if "albedo" not in weather_df.columns:
-        #weather_df['albedo'] = 0.2 # new pandas cries with this. dumb.
+        print("using placeholder albedo of 0.2 for all timesteps")
         weather_df.loc[:,'albedo'] = 0.2
 
     data = {'dn':list(weather_df.dni),
@@ -160,6 +153,7 @@ def vertical_POA(
 
     return df_res
 
+# TODO: add grid_default, cashloan_default, utilityrate_defaults for expanded pysam simulation capabilities
 def pysam(
     weather_df: pd.DataFrame,
     meta: dict,
@@ -167,9 +161,6 @@ def pysam(
     pv_model_default: str = None,
     config_files: dict[str: str] = None,
     results: list[str] = None,
-    # grid_default: str,
-    # cashloan_default: str,
-    # utilityrate_default: str,
 ) -> dict:
     """
     Run pySam simulation. Only works with pysam weather.
@@ -303,7 +294,7 @@ def pysam(
         import PySAM.Utilityrate5 as UtilityRate
         import PySAM.Cashloan as Cashloan
     except ModuleNotFoundError:
-        print("pysam not found. run pip install pvdeg[sam] to install the NREL-PySAM dependency")
+        print("pysam not found. run `pip install pvdeg[sam]` to install the NREL-PySAM dependency")
         return
 
     sr = solar_resource_dict(weather_df=weather_df, meta=meta)
@@ -357,58 +348,9 @@ def pysam(
     if not results:
         return outputs
 
-    # pysam_res = {}
-    # for key in results:
-    #     pysam_res[key] = outputs[key]
-
     pysam_res = {key: outputs[key] for key in results}
     return pysam_res
 
-# TODO: remove 
-def pysam_hourly_trivial(weather_df, meta):
-
-    try:
-        import PySAM
-        import PySAM.Pvsamv1 as pv1
-        import PySAM.Pvwattsv8 as pv8
-        import PySAM.Grid as Grid
-        import PySAM.Utilityrate5 as UtilityRate
-        import PySAM.Cashloan as Cashloan
-    except ModuleNotFoundError:
-        print("pysam not found. run pip install pvdeg[sam] to install the NREL-PySAM dependency")
-        return
-
-
-    sr = solar_resource_dict(weather_df=weather_df, meta=meta)
-    # weather_df = weather_df.reset_index(drop=True)
-    # weather_df = utilities.add_time_columns_tmy(weather_df) # only supports hourly data
-    
-    # sr = {
-    #     'lat': meta['latitude'],
-    #     'lon': meta['longitude'],
-    #     'tz': meta['tz'] if 'tz' in meta.keys() else 0,
-    #     'elev': meta['altitude'],
-    #     'year': list(weather_df['Year']),
-    #     'month': list(weather_df['Month']),
-    #     'day': list(weather_df['Day']),
-    #     'hour': list(weather_df['Hour']),
-    #     'minute': list(weather_df['Minute']),
-    #     'dn': list(weather_df['dni']),
-    #     'df': list(weather_df['dhi']),
-    #     'wspd': list(weather_df['wind_speed']),
-    #     'tdry': list(weather_df['temp_air']),
-    #     'alb' : weather_df['albedo'] if 'albedo' in weather_df.columns.values else [0.2]*len(weather_df)
-    # }
-    
-    # model = pv8.default("PVWattsCommercial")
-    model = pv1.default("FlatPlatePVCommercial")
-    model.SolarResource.solar_resource_data = sr
-    model.execute()
-    outputs = model.Outputs.export()
-
-    return outputs
-
-# TODO: add slots
 # class inspirePysamReturn():
 #     """simple struct to facilitate handling weirdly shaped pysam simulation return values"""
 
@@ -452,6 +394,7 @@ def _handle_pysam_return(pysam_res_dict : dict, weather_df: pd.DataFrame) -> xr.
             "annual_energy" : annual_energy,
 
             # simple timeseries
+            # which poa do we want to use, we can elimiate one of the pairs to save a lot of memory
             "poa_front" : (("time", ), da.array(poa_front)),
             "poa_rear" : (("time", ), da.array(poa_rear)),
             "subarray1_poa_front" : (("time", ), da.array(subarray1_poa_front)),
@@ -463,7 +406,9 @@ def _handle_pysam_return(pysam_res_dict : dict, weather_df: pd.DataFrame) -> xr.
         coords={
             "time" : timeseries_index,
             # "distance" : distances,
-            "distance" : np.arange(10), # this matches the dimension axis of the output_temlate dataset
+            # would be convient to define distances after being calculated 
+            # by pysam but we need to know ahead of time to create the template
+            "distance" : np.arange(10), # convient way to match the distances in the template
         }
     ) 
 
@@ -481,14 +426,6 @@ def _handle_pysam_return(pysam_res_dict : dict, weather_df: pd.DataFrame) -> xr.
     "surface_albedo",
 ]
 
-# annual_poa_nom, annual_poa_front, annual_poa_rear, poa_nom, poa_front, or poa_rear
-
-# annual energy
-# front_poa, rear_poa (timeseries, repeating 25 times, we can just take the first year)
-# annual_poa_rear_gain_percent (rear side gain, bifacial factor) (rear poa / front poa) * bifacial factor
-
-# should be be using poa_front or subarray1_poa_front (same for poa_rear?)
-# TODO: add config file, multiple config files.
 def inspire_ground_irradiance(weather_df, meta, config_files):
     """
     Get ground irradiance array and annual poa irradiance for a given point using pvsamv1
@@ -567,16 +504,42 @@ def solar_resource_dict(weather_df, meta):
     if 'wind_direction' in weather_df.columns.values:
         sr['wdir'] = list(weather_df['wind_direction']) 
 
-    # print(sr['alb'])
-
     return sr 
 
-def sample_pysam_result(weather_df, meta): # throw weather, meta away
-    """returns a sample inspirePysamReturn"""
-    with open(os.path.join(DATA_DIR,"inspireInstance.pkl"), "rb") as file:
-        inspireInstance = pickle.load(file)
+def sample_inspire_result(weather_df, meta): # throw weather, meta away
+    """
+    returns a sample inspire_ground_irradiance xarray. Dataset for geospatial testing. 
+    Weather_df and meta exist to provide a homogenous arugment structure for geospatial calculations but are not used.
+    
+    Parameters
+    ----------
+    weather: pd.Dataframe
+        weather dataframe, is thrown away
+    meta: dict
+        metadata dictionary, is thrown away
+
+    Returns
+    -------
+    inspire_ground_irradiance: xr.Dataset
+        returns an xarray dataset of the same shape generated by inpspire_ground_irradiance()
+    """
+
+    return xr.Dataset(
+        data_vars={
+        'poa_rear': (('time',), np.zeros((8760,))), 
+        'ground_irradiance': (('time', 'distance'), np.zeros((8760, 10))),
+        'annual_energy': ((), 0), 
+        'annual_poa': ((), 0),
+        'subarray1_poa_front': (('time',), np.zeros((8760,))), 
+        'subarray1_poa_rear': (('time',), np.zeros((8760,))), 
+        'poa_front': (('time',), np.zeros((8760,))),   
+        },
+        coords={
+            'time':pd.date_range(start="2001-01-01 00:30:00", periods=8760, freq='h'),
+            'distance':np.arange(10),
+        }
+    )
 
-    return inspireInstance
 
 def ground_irradiance_monthly(inspire_res_ds : xr.Dataset) -> xr.Dataset:
     """
diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index d1e1cac2..dbf9f42e 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -1,12 +1,12 @@
-"""Class to define an analysis scenario."""
+"""
+Scenario objects and methods for accelerated analysis
+"""
 
-# cleanup imports
-# import matplotlib.axes
-import matplotlib.figure
 import pvdeg
 from pvdeg import utilities
 
 import matplotlib
+import matplotlib.figure
 import matplotlib.pyplot as plt
 from datetime import date
 from datetime import datetime as dt
@@ -284,7 +284,6 @@ def addModule(
 
         try:
             mat_params = utilities.read_material(pvdeg_file=material_file, key=material)
-            # mat_params = utilities._read_material(name=material)
         except KeyError:
             print("Material Not Found - No module added to scenario.")
             print("If you need to add a custom material, use .add_material()")
@@ -1170,7 +1169,6 @@ def start_dask(self, hpc=None) -> None:
         """
         self.dask_client = pvdeg.geospatial.start_dask()
                                  
-    # add restoring from gids functionality from nsrdb
     def addLocation(
         self,
         country: Optional[str] = None,
@@ -1192,9 +1190,9 @@ def addLocation(
         see_added: bool = False,
     ) -> None:
         """
-        Add a location to the scenario. This can be done in three ways: Pass (region, region_col) for gid list.
+        Add locations to the GeospatialScenario. Existing weather and meta data will be overwritten with weather and meta data gathered by this method.
 
-        Parameters:
+        Parameters
         -----------
         country : str
             country to include from NSRDB. Currently supports full string names only.
@@ -1240,12 +1238,7 @@ def addLocation(
             flag true if you want to see a runtime notification for added location/gids
         """
 
-#        if self.gids is not None:
-#            print(
-#                "Scenario already has designated project points.\nNothing has been added."
-#            )
-#            print(self.gids)
-#            return
+        # overwrite old location information
         self.gids, self.weather_data, self.meta_data = None, None, None
 
         weather_db = "NSRDB"
diff --git a/pvdeg/store.py b/pvdeg/store.py
index 6c4540d6..2dbd9446 100644
--- a/pvdeg/store.py
+++ b/pvdeg/store.py
@@ -3,161 +3,10 @@
 import pandas as pd
 import numpy as np
 import dask.array as da    
-#import zarr
 import os
 
 from pvdeg import METOROLOGICAL_DOWNLOAD_PATH
 
-# THESE HAVE BEEN MOVED TO GEOGRIDFUSION
-# def get(group):
-#     """
-#     Extract a weather xarray dataset and metadata pandas dataframe from your zarr store. 
-#     `get` pulls the entire datastore into these objects. PVDeg does not make indexing available at this stage. 
-#     This is practical because all datavariables are stored in dask arrays so they are loaded lazily instead of into memmory when this is called.
-#     Choose the points you need after this method is called by using `sel`, `isel`, `loc, `iloc`.
-
-#     `store.get` is meant to match the API of other geospatial weather api's from pvdeg like `pvdeg.weather.get`, `pvdeg.weather.distributed_weather`, `GeospatialScenario.get_geospatial_data`
-
-#     Parameters
-#     -----------
-#     group : str
-#         name of the group to access from your local zarr store. 
-#         Groups are created automatically in your store when you save data using `pvdeg.store.store`.
-
-#         *From `pvdeg.store.store` docstring*   
-#         Hourly PVGIS data will be saved to "PVGIS-1hr", 30 minute PVGIS to "PVGIS-30min", similarly 15 minute PVGIS will be saved to "PVGIS-15min"
-
-#     Returns
-#     -------
-#     weather_ds : xr.Dataset
-#         Weather data for all locations requested in an xarray.Dataset using a dask array backend. This may be larger than memory.
-#     meta_df : pd.DataFrame
-#         Pandas DataFrame containing metadata for all requested locations. Each row maps to a single entry in the weather_ds.
-#     """
-
-#     combined_ds = xr.open_zarr(
-#         store=METOROLOGICAL_DOWNLOAD_PATH,
-#         group=group 
-#     )
-
-#     weather_ds, meta_df = _seperate_geo_weather_meta(ds_from_zarr=combined_ds)
-
-#     return weather_ds, meta_df
-
-# def store(weather_ds, meta_df):
-#     """
-#     Add geospatial meteorolical data to your zarr store. Data will be saved to the correct group based on its periodicity.
-
-#     Hourly PVGIS data will be saved to "PVGIS-1hr", 30 minute PVGIS to "PVGIS-30min", similarly 15 minute PVGIS will be saved to "PVGIS-15min"
-
-#     Parameters
-#     -----------
-#     weather_ds : xr.Dataset
-#         Weather data for all locations requested in an xarray.Dataset using a dask array backend. This may be larger than memory.
-#     meta_df : pd.DataFrame
-#         Pandas DataFrame containing metadata for all requested locations. Each row maps to a single entry in the weather_ds.
-
-#     Returns
-#     --------
-#     None
-#     """
-
-#     group = meta_df.iloc[0]["Source"]
-#     rows_per_entry = weather_ds.isel(gid=0).time.size
-
-#     if rows_per_entry == 8760:
-#         periodicity = "1hr"
-#     elif rows_per_entry == 17520:
-#         periodicity = "30min"
-#     elif rows_per_entry == 35040:
-#         periodicity = "15min"
-#     else:
-#         raise ValueError(f"first location to store has {rows_per_entry} rows, must have 8670, 17520, 35040 rows")
-
-#     combined_ds = _combine_geo_weather_meta(weather_ds, meta_df)
-
-#     if not os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zmetadata")): # no zstore in directory
-#         print("Creating Zarr")
-
-#         combined_ds.to_zarr(
-#             store=METOROLOGICAL_DOWNLOAD_PATH, 
-#             group=f"{group}-{periodicity}",
-#             mode="w-",      # only use for first time creating store
-#         )
-#     else: # store already exists
-#         print("adding to store")
-
-#         print("opening store")
-#         stored_ds = xr.open_zarr(
-#             store=METOROLOGICAL_DOWNLOAD_PATH,
-#             group=f"{group}-{periodicity}",
-#             # consolidated=True
-#         )
-
-#         lat_lon_gid_2d_map = _make_coords_to_gid_da(ds_from_zarr=stored_ds)        
-
-#         for gid, values in meta_df.iterrows():
-
-#             target_lat = values["latitude"]
-#             target_lon = values["longitude"]
-
-#             lat_exists = np.any(lat_lon_gid_2d_map.latitude == target_lat)
-#             lon_exists = np.any(lat_lon_gid_2d_map.longitude == target_lon)
-
-#             if lat_exists and lon_exists:
-#                 print("(lat, lon) exists already")
-
-#                 raise NotImplementedError
-
-#                 # stored_gid = lat_lon_gid_2d_map.sel(latitude=target_lat, longitude=target_lon)
-
-#                 # # overwrite previous value at that lat-lon, keeps old gid
-
-#                 # # need to set the gid of the current "sheet" to the stored gid
-#                 # updated_entry = combined_ds.loc[{"gid": gid}].assign_coords({"gid": stored_gid}) # this may need to be a list s.t. [stored_gid]
-#                 # # loc may remove the gid dimension so we might have to add it back with .expand_dims
-
-#                 # # overwrite the current entry at the gid = stored_gid entry of the zarr 
-#                 # updated_entry.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode='w') 
-
-
-#             else: # coordinate pair doesnt exist and it needs to be added, this will be a HEAVY operation
-#                 print("add entry to dataset")
-
-#                 # we are trying to save 1 "sheet" of weather (weather at a single gid)
-#                 # need to update the index to fit into the stored data after we concatenate
-
-#                 # this concatenates along the the gid axis
-#                 # gid has no guarantee of being unqiue but duplicate gids are fine for xarray
-#                 # we slice so we can get a Dataset with dimensions of (gid, time) indexing to grab one gid will drop the gid dimension
-#                 new_gid = stored_ds.sizes["gid"]
-
-#                 weather_sheet = combined_ds.sel(gid=slice(gid))
-#                 updated_entry = weather_sheet.assign_coords({"gid": [new_gid]})
-#                 updated_entry.to_zarr(store=METOROLOGICAL_DOWNLOAD_PATH, group=f"{group}-{periodicity}", mode="a", append_dim="gid")
-               
-#     print(f"dataset saved to zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
-
-
-# def check_store():
-#     """Check if you have a zarr store at the default download path defined in pvdeg.config"""
-#     if os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zmetadata")):
-
-#         size = sum(f.stat().st_size for f in METOROLOGICAL_DOWNLOAD_PATH.glob('**/*') if f.is_file())
-
-#         print(f"""
-#             You have a zarr store at {METOROLOGICAL_DOWNLOAD_PATH}.
-
-#             It has {size} bytes.
-#             """)
-
-#     elif os.path.exists(METOROLOGICAL_DOWNLOAD_PATH):
-#         print(f"You have a directory but no zarr store at {METOROLOGICAL_DOWNLOAD_PATH}")
-
-#     else:
-#         raise FileNotFoundError(f"No Directory exists at {METOROLOGICAL_DOWNLOAD_PATH}. Data has not been saved here.")
-
-
 def my_path():
     """Finds path to your zarr store of data if it exists"""
     if os.path.exists(os.path.join(METOROLOGICAL_DOWNLOAD_PATH, ".zattrs")):
@@ -172,14 +21,9 @@ def _combine_geo_weather_meta(
     ):
     """Combine weather dataset and meta dataframe into a single dataset"""
 
-    # if meta_df.index.name == 'index':
     meta_ds = xr.Dataset.from_dataframe(meta_df).rename({'index' : 'gid'})
 
-
-    combined = xr.merge([weather_ds, meta_ds])#.assign_coords(
-    #     latitude=("gid", meta_ds.latitude.values),
-    #     longitude=('gid', meta_ds.longitude.values),
-    # )
+    combined = xr.merge([weather_ds, meta_ds])
 
     combined["Source"] = combined["Source"].astype(str) # save as strings
 
diff --git a/pvdeg/temperature.py b/pvdeg/temperature.py
index b4db8414..cd98a7ec 100644
--- a/pvdeg/temperature.py
+++ b/pvdeg/temperature.py
@@ -415,22 +415,3 @@ def temperature(
 
     return temperature
 
-def _mixed_res(weather_df, meta):
-    """
-    geospatial test function. returns have mixed dimensions. the first is a timeseries, the second is a float.
-    This function is meant to discover problems with geospatial.analysis and its subroutines.
-
-    .. code_block : Python 
-
-        Shapes = {
-            "temperatures" : ("gid", "time"),
-            "avg_temp" : ("gid", ),
-        }
-    """
-
-    timeseries_df = pd.DataFrame(pvdeg.temperature.module(weather_df, meta))
-    avg_temp = timeseries_df[0].mean()
-
-    # now we have this problem. how can we run this
-    # return {'temperatures' : timeseries_df, 'avg_temp' : avg_temp}
-    return timeseries_df, avg_temp
diff --git a/pyproject.toml b/pyproject.toml
index d46a4661..20a1b7e7 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -82,7 +82,7 @@ sam = [
     "NREL-PySAM==5.1.0",
 ]
 all = [
-    "pvdeg[docs,testrpp,books,sam]",
+    "pvdeg[docs,test,books,sam]",
 ]
 
 [project.entry-points.pvdeg]
diff --git a/scripts/batch/.submit_co_inspire.sh.swp b/scripts/batch/.submit_co_inspire.sh.swp
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diff --git a/scripts/demos/freeze-thaw.ipynb b/scripts/demos/freeze-thaw.ipynb
deleted file mode 100644
index d54e1f2f..00000000
--- a/scripts/demos/freeze-thaw.ipynb
+++ /dev/null
@@ -1,200 +0,0 @@
-{
- "cells": [
-  {
-   "cell_type": "code",
-   "execution_count": 2,
-   "id": "01beae34-b377-4581-bea5-39cce53f541c",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "import pvdeg\n",
-    "import pandas as pd\n",
-    "import xarray as xr\n",
-    "from dask.distributed import LocalCluster, Client"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "d13b01fc-6917-4483-8a00-b71a1fe6bbd9",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "workers = 8\n",
-    "\n",
-    "cluster = LocalCluster(\n",
-    "    n_workers=workers,\n",
-    "    processes=6, \n",
-    ")\n",
-    "\n",
-    "client = Client(cluster)\n",
-    "\n",
-    "print(client.dashboard_link)"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "1962ba1a-800d-47ed-a1e2-5f4cf063f5df",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "locationGetter = pvdeg.scenario.GeospatialScenario()\n",
-    "\n",
-    "locationGetter.addLocation(\n",
-    "    country=\"United States\", \n",
-    "    downsample_factor=2, \n",
-    ")\n",
-    "\n",
-    "locationGetter.downselect_CONUS()\n",
-    "\n",
-    "geo_weather, geo_meta = locationGetter.geospatial_data()"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "3df2a5a7-dbc4-4aab-890f-307f4dc69e91",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "@pvdeg.decorators.geospatial_quick_shape(0, ['cycles'])\n",
-    "def calculate_freeze_thaw_cycles(weather_df: pd.DataFrame, meta: dict, temperature_col='temp_air'):\n",
-    "    \"\"\"\n",
-    "    Calculate the number of freeze-thaw cycles in a weather DataFrame.\n",
-    "\n",
-    "    Parameters:\n",
-    "        df (pd.DataFrame): DataFrame containing weather data.\n",
-    "        temperature_col (str): Name of the column containing air temperature values in Celsius.\n",
-    "\n",
-    "    Returns:\n",
-    "        int: Number of freeze-thaw cycles.\n",
-    "    \"\"\"\n",
-    "    if temperature_col not in weather_df.columns:\n",
-    "        raise ValueError(f\"Column '{temperature_col}' not found in DataFrame.\")\n",
-    "\n",
-    "    # Add a column to indicate if the temperature is below freezing\n",
-    "    weather_df['below_freezing'] = weather_df[temperature_col] < 0\n",
-    "\n",
-    "    # Calculate transitions: freeze (False -> True) and thaw (True -> False)\n",
-    "    weather_df['transitions'] = weather_df['below_freezing'].astype(int).diff()\n",
-    "\n",
-    "    # Count freeze-thaw cycles (both freeze and thaw transitions)\n",
-    "    freeze_thaw_cycles = ((weather_df['transitions'] == 1) | (weather_df['transitions'] == -1)).sum() // 2\n",
-    "\n",
-    "    return pd.DataFrame([freeze_thaw_cycles], columns = [\"cycles\"])"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "373f9493-9918-4e7a-86f3-bbbedf66e346",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "template = pvdeg.geospatial.auto_template(\n",
-    "    ds_gids = geo_weather,\n",
-    "    func = calculate_freeze_thaw_cycles\n",
-    ")\n",
-    "\n",
-    "res = pvdeg.geospatial.analysis(\n",
-    "    weather_ds = geo_weather,\n",
-    "    meta_df = geo_meta,\n",
-    "    func = calculate_freeze_thaw_cycles,\n",
-    "    template = template\n",
-    ")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "ffeb0924-5902-420f-a42d-29734719805b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "pvdeg.geospatial.plot_sparse_analysis(result=res, data_var=\"cycles\", method=\"linear\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "631ee548-fc77-4b0d-9c26-cdbbf04d031b",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res.to_netcdf(\"freeze-thaw-us.nc\", engine=\"h5netcdf\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 3,
-   "id": "6cd68b31-5b28-453a-a62b-80aad40e8b66",
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "res = xr.open_dataset(\"freeze-thaw-us.nc\", engine=\"h5netcdf\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": 4,
-   "id": "336a56a4-3f1c-4c20-9f0c-118bcccd98db",
-   "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "image/png": 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5QoUKFSpUqFChQoVFUJHlChUqVKhQoUKFChUWQUWWK1SoUKFChQoVKlRYBBVZrlChQoUKFSpUqFBhEVRkuUKFChUqVKhQoUKFRVCR5QoVKlSoUKFChQoVFkFFlitUqFChQoUKFSpUWAQVWa5QoUKFChUqVKhQYRFUZLlChQoVKlSoUKFChUXgPdYdqLB0NJtNPvaxj7Fs2TKOP/54TjjhBFavXo0Q4rHuWoUKFSpUqFDhcY52u00URce0TRAE1Gq1R6hHTwxUZPkJhLm5OZrNJsuWLePqq6/myiuvZGhoKCfOW7ZsoV6vP9bdrFChQoUKFSo8ztButzlu0zD79utj2m716tXs2LHjp5owV2T5MUCn08H3faQ8NheM1u4Cv+iii1ixYgU7d+5k27ZtbN++nVtvvRUhBBs2bOD444/n+OOPr1TnChUqVKhQoQIAURSxb79mx42bGB1ZGv+YnTMcd/b9RFFUkeUKjx4OHz7MJz/5ScbGxvi5n/s5JiYmlrxtRpaVUiil2Lx5M5s3b+YFL3gBMzMzbN++ne3bt/O9732PK664guHh4Zw4b9269af6Qq9QoUKFChUqwNCwey0F2j6yfXmioCLLjyJarRaf+cxnCMOQdrvNX/3VX/Hyl7+cU089dUnbJ0kCOLLci7GxMc4++2zOPvtstNY88MADuep8yy235KrzCSecwPHHH8+qVasq1blChQoVKlT4KYPBYlgaC17qej/pqMjyo4jbb7+dQ4cO8ba3vY2hoSG+9KUv8dnPfpZzzz2XF7zgBXjekb+OTFn+pZ/5E6KmxYwPEY+GXPlfv1taTynFcccdx3HHHccLX/hCZmZmcuL8ne98h29961uMjIzkqvOWLVsq1blChQoVKlT4KYDBYI5h3QoVWX5UEQQBAKOjo7x04pcBeN8V/4NvfvOb7Nq1i0suuaRky7hw+NL872/M/31Olml2ENrDBE5hfu7z/xigjzRnGBsb45xzzuGcc84hSZKS6nzzzTcjhGDt2rW5rWPjxo15XytUqFChQoUKPznQ1qLt0hTjpa73kw5hbXUmHi3cc889/NM//RM3/J976cxrZ4OQkqFVASe9fBVjq4b52Z/9WU455RQALhz5pXxboRSTJw1x0kXLuP4Te9B4mPUrMKGHlQLrSw6fHDK7tft13nv5O47ap+npae655x7uu+8+7rvvPubn55FSsm7dupw8b9iwAd/3H/bzUaFChQoVKlR4dDA7O8vY2Bj337X2mAL8Np28h5mZGUZHRx/hHj5+USnLjyKGhoYA8GqC9lQCUiDHx2hFIbd9Zh9bnzfBv3X+jT03zHD/96ahmC1DKaR0HmNrQIQ+GJAt52PGk6hOSDAlSYYsVsGWj3wIW7A373h7P3keHx/Pvc7WWg4dOsSOHTu47777uPHGG/nud7+LUionz8cddxzr168/qmWkQoUKFSpUqPD4g8GiK8/yMaFiPI8iMrL8p1f8Pm895Q+wxmLXraS5bhiZWO68t8262Q6bnjLKyPoad3/lAJ1ZjVASlET4jjwbC9RDRDopYIXAKoGMYXi3xXhgfFhYL4iHLSK91o/7sw+hWgKRWpC2/c/LS/0TQrB8+XKWL1/OU5/6VKy1HDhwICfP119/Pd/5znfwPI/169fn5HndunUDgw4rVKhQoUKFCo8vVAF+x46KLD+KaDQaACwsLPCfyb/ky5/18g+gA4Fe2eCuoWHubVnOn2xy6mvXc+vn5rEzswAoX2C0BaFACESUYKVEKEE0XMtVZJmAMGAUWN+AFWAAC7oGqiMQGk54/4eJxw021Nx/2e/09VcIwcqVK1m5ciXnnXce1loefPDBnDxfc801XHXVVfi+z4YNG3LyvHbt2mPOIV2hQoUKFSpUeORReZaPHRVZfhQhpURKSRzHpeX+QkJSU1gl6IwJphuSHxByXtBm18VrWP8Fi52bpz7u0Z5JEIGPFQKsRWgNGqIxD+MDBoSFpCbQDRcQaIUFBf5km9UTc8x3AmZmGpiFrg9509/9ietjTVNvRNxx8Xv6+i+EYPXq1axevZrzzz8fYwz79u3LyXOW3zkIAlatWsXk5CRPecpTWLt2bWXbqFChQoUKFR4HMOlrqetWqMjyo4o4jjHG9KVpC/bMEniKZLTG1InOqtHB+ZOHFgy22QKgPunROpyAEGAM4NRbG3pEwxIr3SJrQddBRgJjBSiLlZZaLUZJw1i9zVi9zUyrxvQD41gjXVPSIqUbRZ76xfcAYIygvRBw3+t/r+94pJSsXbuWtWvX8oxnPAOtNXv37mXHjh18+9vfZufOndx6660opVizZg0bNmzIX8PDS8yIXqFChQoVKlR42KCPwbO81PV+0lGR5UcR7XYboESWX3Rymu4tdgF/xgeRQCwFSBid0qlJGeoTHvvvcMRZtCOQLptGtHaUzqRAtVJ/soCkDjIRyAQsAutb5mfrKGEZqXWQwrLQCl1bJrVpCIExgihSyJQ4J4kEK9j8D3+c99mrxUhpufuSd5WOTynF+vXrWbt2LVdccQXr16/noosuYufOnezcuZM77riDa665xrXheZx44omsW7eOdevWsWbNmipdXYUKFSpUqPAIQ9ulV+arKvg5VGT5UUSrlSrE9Xp3YVZFz1oW1oZOHQYi65aH2tDZtAo/6hAMKVozpruNsWA0B86sMXtGhGgqvFmJPyfQ9e4VLgASgTgUMHs4YDowiIZGKINVFqHTLBvKEWRrJNqABqwVbj0rICXi2e5P/Pc/BKCzEHD/pd0cz/feey8AJ5xwAmvWrGHNmjWce+65ALz4hf8/Tj09YXQsYXZ2lrvvvpskSfLgwnXr1uVq9apVqyr7RoUKFSpUqPAworJhHDsqJvIoYpCyTJYOzveYOkmhQ4tqCyKTkWVNK1AEK+qAYUENY0cSiGJEnICUtFZbhDIwYkhGII4UatpzKrNxZNmqlDxbkB2JjSVieQc1FmG1wMQKoQxSGmfLKEKASFNqWCOIOx5SWaRKi6Qkkk1/9YF89WdOdzgReNKTnlRq5vyf/yC+76P8BG3gD5PDiGU+44nHisjw6xs3smfPHm677TaMMUgpWbVqFWvXrs1J9IoVK6rgwQoVKlSoUOEhwiDQqdVzKetWqMjyo4pesvyik37H5VKWAj0cEo0bTM0Sa4GOLMxDaDVYRWPIYi202hIT+ojAw1pLPFEnHtOgJUJaF90XpwRcAAqwoNoC64GVjjib0OQEWCiL8mKGh9qEfkKUKBKt6EQeSdxziRiBTQQa0EKBBdFKyasEKy2rIkMCnPXpv3XLhVsuni4QRhHMQAvhSLuyTHmWaan47Wu3ITRIhhgXhgmleePKlTzwwAPceOONAPi+z+rVq0sEenJy0hV4qVChQoUKDyt+8IMf8I1vfIN169bx7Gc/m3Xr1j3WXarwY8LY3N25pHUrVGT5UUUvWbZ7HkTUa4h6neapk5ggvSqVJQ5Bz4IftfEOWYaOC2k3pUsdh8utjBDMbg4RsYXEeZytZ1EtibApWQanJicC0iQcVgrM8ohGo0OcKJJYgbAEnkYKS81PwE8I/YRmJ0BriTECoyWJKZBSCyQSGXeXWSEYNpYZT2ADm3o5ujYPKwyegP1S4s27Y7ACTGjpLDN4CwLVFhyyikNG8Xvf3wGAxwhjtYSxeswbRke5++67ue666/LzuXbtWtasWcO6detYtWoVExMTFYGuUKFChSUgy59/3nnn5TnztdZ885vf5Prrr+ekk07i4MGD/O3f/i1bt27l2c9+Nhs3bnyMe13hoUIfg7K81PUyfOc73+EDH/gAN954I3v37uULX/gCF198cWmdO++8k9/5nd/h29/+NkmScOqpp/K5z30uv6ba7TbveMc7+Jd/+Rc6nQ4XXnghf/mXf8mqVauOqS8PJyqy/Cii1WrheV7uw7VJgp2bR8wvMLJtmLWM0Voumd8A1oOkY/ECEFFMo+7RmgPdCBHaIBKDMJbWcgGkzFiDjAWqlZLTLDsGqbKbeZOlZXxigRVDCwB0tEc78TBWIKxApopzoiVCWDwvTUGXkl5jBNYIbCL7DE2j2qCABxsgRiOsFdhIIjpOhV6euEmdQ6RJoVMx3EqwkxHRcrCxhEQSHFDIxOWEjq1gT8Nj5zC8Y+peqENYq7FCxLz/pPNz+8bVV18NOAV6xYoVrFy5Mv9/5cqVjIyMVCS6QoUKFVI0m02uuuoqrLXcdtttvOxlL2NkZITPfvaz7Nmzh4suuohzzjkHay133HEH3/3ud/nUpz7Fs5/9bJ773Oc+1t2v8BDwSJLlhYUFnvSkJ3HZZZfxyle+su/ze+65h2c+85m88Y1v5L3vfS+jo6PcfvvtJXvqb/7mb/LVr36Vz372s4yNjfG2t72NV77ylfnz/bFARZYfRbTb7fyCeGH9/+t+oBSikzB65xSjwEpfoYcC9DkGLxB4NcHQMsWBPRKrBFYphC+JhzwWNmpskBJhnWa2SAVqoQEN8eoEHWjsgodsS2QiGK118t2HKiExkmbko1PlWAqIEnd55H7ltF0pLUgLnsHWwI4ITEdBLNk6HQFwz6h0XmesI9ZpSrp12hHv3YHCCEeUhQFT7zqjhG/cNh5oz+bHg7CIyKW5s8rSkbCnIfml3d9zn6+BcMJnIoLxyPDmlSvZv38/t99+e57bular5cS5+CoFXVaoUKHCTwnuuusuAF73utdxxRVX8Ld/+7eEYcj0fMQtu2p87UPf4Zp/eSpCCE4//XROO+00vvKVr3DjjTdywQUXVDEkT0AYm6aVXeK6x4IXv/jFvPjFL17089///d/noosu4k//9E/zZVu3bs3/npmZ4ZOf/CSf+cxn+Jmf+RkAPvWpT3HKKadw7bXX8rSnPe2Y+vNwoSLLjyLa7XZOyorqpqinIyprXWW+WOMdmCOJQoaWe5z+Eh8s7NsrENo6sigEnXGFHU5AWMcntUBHEoxyVfyc3RnVSJDSQJAG5AnLTKtGLYjxpSH0HFl2XXD9irQkjlXaV0taA6VAnAVCpHmZFRBorIW1hw0G2O95rq9pvzIsj13xzAd94Qg3jiyrOYVtS0zNgLJQtHuI7v8itXwIIZCxwM4prAJT16AsLd/QUoI9dcmvz9wJsYdSIcMyYNwaxhPNL46O8sADD3DTTTdhjJPGh4eH+wj0ihUrqnR2FSpU+InGnXfeycaNGzn++OP5uY/8B1vqIeMtzY92N4itQNcFT37Lh7n5E5cD7t571llncdNNN7Fr167KjvEExCOpLB8Jxhi++tWv8s53vpMLL7yQm2++meOOO47f+73fy60aN954I3Ec8/znPz/f7uSTT2bjxo1cc801FVn+acDs7OzgYhxKIRZa4Cmsp1zQn7UkkWVyg0dzWnP7t2M6BChhwJMYXzK/XjppNm/HQmjQgXEKcSIQOrVBhDYnukpZYq2IW44MK2kYrnUIfUuiVWr+L/iQrcBaUMqgVIK1Lh+ztQIpLcZkBBbGY2gqQAusFhBLGjs9dM2iQxiPLAm4Y8wgQEYgIgELKk+fV8qFLgse7OwzAyrzSy+4fch1TchGzVagfYOpK+Y7knkku6zHO++93+02bDBqDStmLeOHIl65PuDuu+/m2muvzXczMTGRE+fly5czOTnJ5OQkjUajsnNUqFDhCY3zfvlDvGj9PD+cCfnoWz8MCO6dD1ARmBokQ6J7Py5g/fr1DA8P50S7whMLGolmaTMCqcTG7OxsaXkYhoRheEz73b9/P/Pz8/zxH/8xf/RHf8Sf/Mmf8PWvf51XvvKVXHnllVxwwQXs27ePIAgYHx8vbbtq1Sr27dt3TPt7OFGR5UcRu3bt4swzz+SFwWtAuCwYQilERhwTjUg0BD56cpjpwwZjNPde10bLAHwQ1kKsEUqwsM64DBhZAJ2lSzClhcAi5j28vYHzQIcWW9MEK5qlfilp8KVTWEOlMVbQif3cdpFxwjx7hrAo5QICfU9jrSDREjoKzwp2Bt0foZp3KrecF/jz0KhZmqkqnGXJoGeaRwxI7GhwKjmk4wNL33jXqrSvwqJwg4PlG+bS4/FItKQ1V8O2FaIjEQZmO4pOItitfW7//h63r5ERGsMJ48bwzpNP5sCBA9x6663Mzc3l+wqCgMnJSSYmJpiYmMhJ9OTkJCMjI9XUZIUKFR5VnPuLH+L6f3jHktY9+40fBmB9I0EK2Lfg4UegIoswIIwlqQnikcGCgBCCk08+mbvuuosXvvCFlXDwBIM9BhtGNtu8YcOG0vJ3v/vdvOc97zmm/WYzuT/7sz/Lb/7mbwJw1lln8d///d984hOf4IILLjim9h5NVGT5UcLs7Cxzc3OsW7cOayygEVYgRkexk2OIZhsSDdZi6yHGV+x+ULH7QZDDHsaTLrBPG4S2xKMBtp5OkKQkVioLHlgtnaprQXaE8wXHLvgvsYrxRgsLxFqRaImS/blh4liVSLjna0bqHVqR7/xORiClccGAwqKkYd1+EHjcPyJy3zGAUSA1gAv+m5GyS3iNIBkxaN+AEci2RCQu1V2RDVvVPU4r3D86cDd2rAsCNMNJTujBEWchLIE0BGlO6KFaRJyk0d5W0G4FzK/0UYc9hBH4M4Jo1NL0XDaON9/5A7wFQf1BgWKEIWUY8gyhZ/iVdeuYmprijjvuYGZmBmsz5V4xPj6ek+mMRGfEOos2r1ChQoWHinMu+3BObI+GjBz3Yk0j4XBH0tYSP7LIpNuWikAmpNmULE9504e56W8uzz8/5ZRTuOGGG9i3bx9r1qz5sY+nwqOHh2LD2LlzJ6Ojo/nyY1WVAZYvX47neZx66qml5aeccgrf+56LPVq9ejVRFDE9PV1Slx988EFWr159zPt8uFCR5UcJu3btAtz0VRF21TI6q4cQZhgZabz5COuVVUnjS0yogDSvsbZMb/ERYTdID+FeQlqE0o5ACosODMm8hzenXCDdWIyXqsi+NBhPcGi+wUI7oBbEBHnmi3L/x4ZarGrMkzQkiZG0E59m7Ihzlj1j9YzEAjuHSXM+u8C99kqBjASr2xphYL8sk0XrG0Tg+mRrGtNW+PNpxpBMfR5A6CHN+IHFKpChdh5q3GhYKYM2EpuSeQBtRE6oPWGp1yOCMIFx157WklAa4lhhjMREigSfzoTAnxfMWMW0UTTrhl/b/qO8H3KkwYi2jBjDiDW8/fjjmZqa4t577+XGG29Ep4GNQghGR0dLRHpiYoLR0VFGR0cZHh6uVOkKFSr04amXfjifXctgBakq4P4+57LBpDh7PlgB2ey7py0r6wl3TTvSo33RJcvpcyaYsRh/cJObNm2iVqtx5513VmT5CQZtJXqQv2bguu7/7Bn14yAIAp761Kfyox/9qLT87rvvZtOmTQCcffbZ+L7Pt771LV71qlcB8KMf/YgHHniA888//8fa/4+Diiw/Sti1axejo6O8avlbEEqBNQjPIxlPcy5L0DWFCeuoZlLa1kqBFcJZMASYQDJ3XLl9IS3K05is+p6w+EHCuuXzGCtoJx5zzRpoQTP2qXluH9oKkkRhLcwn7qaplMXzjMutnKrD2fqeMHjKoK0kabv1M/I51pR0pCtWIkiD9KzLXKHrlhU2hhbsq0uX5cLgCH4tdUVZHMmPRJ6SzrkqBLFvyLLNUVDKrXLnxCrwsgDGQp/aaVEVAUhhWTk8jxCW+SjEAvPt8uhYpVUMlUo70ICo4RGv9OjE0gU5Nj1sXbs+RhJhBSYWzAjBDE41f/PO2xheuQANEOugHkOjLRjqwEg0w/ChGc5ttfjhD39IFEWFfguGhoYYHR1lZGSEkZGR/O/i/w9lVP/TjmuvvZa9e/eSJAkjIyNceOGF1fRxhcctzn39h7Cy5/q0pCVZ3dss7eYgkdD2EOTeWfdV9QQlYG/Lw/igQ/DaZRucTCzGF33bgptBu3NBM3LXXXnWggpPDBgEZomeZcPRZy6KmJ+fZ/v27fn7HTt2cMsttzA5OcnGjRv57d/+bX7+538+Tz349a9/nS9/+ctcddVVAIyNjfHGN76Ryy+/nMnJSUZHR/m1X/s1zj///McsuA8qsvyoYffu3amqfINbICRiqIHQFtUxGF9iJd0MEgW0V4QYX+C1DKpj0IEkmUxK90c/SFg3OUOsFXPtkFbHx09VYiksDT8mGNE8eHiUQ1PDSGnxfPe5TpTLeJGqr1mWC1lQc2OtmItDfKnxpCHWXYnDWhfMV9Owx5fYBc/dXH0DgQEtEIlgt684q5VwYidmf6DcDTywjI46W4gxkihS2P1B9+ZvM2UZbGaxEOAvSLwFgVVuRV23xC0fW4sRgi7Z7TaD72lW1OeRwrCy7vzH2+wKpuYauWVDCIsSFmNFfosw2t1UpJ+en7CD8rrE3FpBEitnOzECE0lE4AYbIs3k1wws8x7YoW6fvmsexIxDqAWNBIYS+NCTXpJbdubm5njggQeYm5uj1WqVjicIghKBHkSqK5W6jCuvvJKhoSEajQZ33HEHT3va0/qCSCpUeDhxzmUf5oa/u/zoK6Y47//7UPdND0EVNhUgjjC+ywlySqCPZEtdM5QwlUimh1xQtbBgfIHqlJ9Bxgfjuf2e+RsfcdmHfNf2Wulx3IEDHDx4kOXLly/5OCs8tngks2HccMMNpfzbl1/urv9LL72UT3/607ziFa/gE5/4BO9///t5+9vfzkknncTnPvc5nvnMZ+bbfOQjH0FKyate9apSUZLHEhVZfhSgtWbnzp3UajU2P28Fu645TNLUiJHh3IcsOzj7RTqlljE160nihsBKQRIqhJXMr5PUJ2aJIy8vENKoRfhS40tNw4/oNDzue2AF83M1glrCSKNNklbiw4LRgkh7mLaHiFzZaXyD8A2eF5X6r6QhMZIkcmnUhLDO5iBtXgpzctpDAHsClSrEIDyDN5Q4f7GWHNCCzhxsijXfk4BxqnJm41BKo2qGhfRmL1IVRYeuMmHerhV5gRWRcVYLtiOJo1TtDgyrVk1jrUAbSZQopLDIgmxirMyVZWsd6a2HCSNpDmqdBkFEkZeun2X96B/QCGmd9QQgcLeXOCr8vITFaFcpUaaDEs9z0nqsYNoXTAOvu/8r3W3q0DYBti5RNqSRWBoaGtryv598QU6op6amclKd2T0y+L7P2NgY9Xp90Vej0Si9D4LgJ1JxFUJwzjnncNZZZ/GBD3yAnTt3VmS5wsOGoi94wC1iIM573YfKC3oIrujxwwlrXfXWFDa9V+bqsuguPxIkllW1hDujMM92YQXEjVR88AW6RldVLraX3kKthL3SI7Yu/dyznvWsJR1zhccex2bDODZl+TnPeU4ev7MYLrvsMi677LJFP6/VanzsYx/jYx/72DHt+5FERZYfBezfvx9rLVEUse68CdaeO05nNuHuGwWzRduxsekIPiVlFjqTPjoQLkDOOkvGwnEJq4daMATaSDqxRz2I0Va61HLAQhQg2grbVHQI6MgGDMd4gct2YbPiJUlGOgVohY0lphbneZQzYqiNzH2/WXSskiZ3RmyeM1gU9y63kDgFJCePwllErJRsHxGcPmtZLzrsbHhIZWhHPl5aarsTeShXFTy/4ZvAurR4KWySTj+qdMrQgs2u5GyQkYg8hzQ4ohtrxe6FcaSwDHkRBpEfS/4dCJuTdykssZGpNaOgskceSRokmAU4ynQAUehCqW1rBdYACLRWIGBkqJ0HV1orWGgHJIksqNxOzTZWYIB5JZhLbTGvufu7hU4Do8CIR814NIylkVieezCmk8Tc3JridevW0Wq1OHz4MK1WK39l0clFSCmPSK4HkexarYbneSilHvdEu9FosGzZMnbu3MkZZ5zxWHenwhMUT/0lR44zwgpdkpwH3llHiAeR50GEtm9ZZrvIP3ep3PJ99hLZIjLiLdxzQyY2vzl50uIJmNXONiYSZ7mwCtqT8ohkW1gXtG18N52/B4+77rqrIstPIDgbxtLu00td7ycdFVl+FLBr1y6klFz9p3czsq7G2vMmGN9U5/TnCG69zrIwnZKsHpJhpaC5QtFcLVAdl4tYdSzeaFf5VdLQCCPasUeUeChp8KRhvhW6EtdZcQ/riJfyHMG11tkvjHQFTfL1Qp2nisvyKbfmnK9aBppaLSbwkjwQMMOypsAIy4oNU4xpRZR4RInCpKqy1hID3DekOH02YWXHsGvYYCJFu+MsGQinzoohi4rcDVwYMGE/oTPK5qRMWEiGjGsje1gFJif3QE6Am7GLVpmPgnwAoAJHSK0VeMrkCrJcRB6y4LKN4KaolGcI0wEGuHLgceT1Puf6IEVhH+nAxBrZzf6nDKPDLXRWMAZoNsM8ywg2zXySs3NBW0IbweEAhI2Z9wXXjwdcv29bd8eKlFyH+BZCYwlN9r8ltJbQRITNzjGR7AxZSXff9/O/F3uvlFryuplakVXBLBX2GfB37zJrLX/2b9/h7X97LU9a1sL3dx7h26nwk4an/MqHSz/Im/5q6faIc1/fVYCtLM/+ZVVIhbHdLD/HIsaVlOR+wuxiVpw4kKu8R/MopwS53E53Ji67V/kdi79gS/3NA/oKfmdRvt0j4+56u6zPnj17mJmZYWxsbOnHXeExgzmGPMvH6ln+SUVFlh8F7Nq1i9WrV6PbdzB9n2Hm/hajZ6zmtBcNc9Z5cP92y64dsu8GaD1BZ9IpCUkdqEMyBPVGhyhRKOkUzYzcGev8tbGWhH6CWj1Pp+2TRArb9Ep34cxLi+fu7s5vCySSJFZIZRDCFRyxsQQLOpIszPs0a5paI8LznN0g8DT1tqBdcwQqUBolLJ7S+U1ZG8nsQo1NaYrnHUM9ESep6mqNwI4n7q0W3ep/WnQr/kWyS+5xxNn65YwZ0jO0Yj/P/OFJc8S8krJgj4h0t3KhFJZa4IhwYiTGSKSw6PwEkj8ZMxVeyvSjgu85CONcnU4SmZ4TsSQVtkj6PU/nQZf5safnKJ8NSFV4BXQ8EKF2Fp9EdCsjChcYGVtBLAXzg+6HlpxkC+t853gChuv4QIglwJFr37roej9xN5Xfe+YzieOYJEn6XnEc0263mZ+fz9/3fp4kyYAO/fhIRIjx4VCiePDBB4mi6GGv0vjkX/1w6dK+5S+XTsoqPLwopUwrZJLoJX+9eNpru+TYFLezkHnPMkfXsRDjvltQ7z0/JbpGidx7fKTZ8qJH2WYWvkXX7d5DdaaEi3L/rQCMK0hSDByUtifwT7tzKCzstR6qrrjzzjsf0wCsCkvHI2nD+ElFRZYfBezatYsffn0bNkkgScDzmJv1uO2/4dRzYfOJsHyV4ebve6UbV2uZT3u5RUYgE0dmk1FHUBOtSNIbfpwopHTp0ZQ03dRo0uA1OtCA6c4ItR/UicYtyYhBjEVdhRLSuyGIjkJ3QhLPWR9EoOkdWEplc7UYQC4opLVMDbtUbVJYtC1bHIRw2yib5js2MCUzH3KReBZ2pJxEIzqpDxr3MPBaAhkXglgUJZsGgO9rtJG5KhsJy0StlU8pJUYSaZV6mrtks6gm29T+UPcdcXPPSUHkqzzAMY49klgRxyoPKhzEf0UhfZ3K0uRZked8BheUGNZiwKWwE8Lm5zPziR8JIiXAAiBVftseKN+4YMsUxghsSthL10B2kFr0nU8bS0T25QhBDMSyHCUvNKh0nUuvvi7dWflhrJoCr11oV0E8XNyXh0h8hLVIHL+RwqKAC2gyhuHrtoHQotSuvwAisYPPfeHQZmI3xXw4Vlhrueh3/4wDWcYUY8sFcaxT0PrIRO8p602b/SjHVD7lVxwhvOmvH3lSnqUmO5agtaMh6z889GN46qUf7vtejKKQzx1EbB3BMyALgdTn//wHuxuJnop1BZJYKob0MM5MO9VY5MR40DXW7V/ZglGajRy0je3xPeezhunbkhKdtivTa7po/5Dd7bM+SpehlATBA7HgrrvuqsjyEwQG+Yhlw/hJRUWWH2E0m00OHz7M3K5C1TzhLtLm3ojvf1ly2gWK0WWCel3TanWfvDPHKZLlkVNdY4lsSbyxcvCdJVUqs+AzmWZ0UC7FW0b+/EMeqgX1loC9ChPUWdioIVNkpc1TvQFORUwENhblh7+0SFWWZbbMWgSCvROWSLvMGtPzDYwReJ4m8HRqMRDcuExx8mzC0w4m/PtQkPqauz/GzOds08BFTM8P2rqCJSJVNhCg6049zT636X6zQYMLRnSDCJXuSylDqBKs786nQTAfBcy1avjKbespdzuxwuYzn/n5TM+BrzTTnSGShSAnal4tplaLsZY8LZ8tqMyw+LMwU7elNHmVpaIi7vzT3fdakytm1uKCCIGRxO2jeZRfuJADboTKogKNVBmph6TtI+Z783/bkvXFipyj5wuy8VC+SIEuCrmCrtwmymfIkE44pJ9vx+cc2WG11fzIllPnBZpSQYW87SIKH88lkgUtOHu4xbWzDaa1cukZKRMLK8v9H6QiZipl9r8ckNHmaHjqpR/uUxB7U4L1pQh7mJ9huQor6OtLpiI+lP1m3l4oq7TZvorX0JGwmNoL2UyZS6+ZEWIvVYCzeI98fymecckHB5xT54Mofc+LO47SbRZZvsiPPNunKRDkI22XE+M8EG9xpl7MgiEsyHhw53R2D1GgQ1Em1GkcSDZY9NrunEZjPSnkMp+ZgF143H///czPzzM8PLxo/yo8PqCtQC+xgt9S1/tJR0WWH2Hs3r0bgNndnVxylMNDzrAKCGO49wbDWRf6bFhv2P5Di/Ukxld0JtMbmARCgx1KWDk565TlVDXN8ghnsEagjSLuAIJ86l9FKektRDJjU1KcyZEahBEuVVvGDnt/J9IShmnQXKpKrl1wvucD4469aiPRiVOek1jRESmRixRGWHYMabYuWF6wO+Y/1wTdp7AgtxBk/xtlXX/StGwiEYjiDL1NFaSiBcM3TDRahF5CYmRuTwjSUt5FApoRaoWzXESRIkLlQXZJmkVDeS73cuh3gx+LfYCuWmONxFeOhAeeRltBqxnmWTWk6GbOKAYPFgMqB8Htl9I69bCNX0iT14x85qYaDC0AGOakO/7i018I3DnN0Ksu90Ck319PmH43nV/GdU1ZlXN5wUWJTJjQYoo816azJhTal91zCe6BrTqwA5+zhzqstzE/EmWybBX9NpvetyUSK/jO7BDnjTS5YHyBO9shc1rSTiRNI+hYxzh6BxMyoUSehAEV969TVKjP/4UP9ZG7PpJW9Fdn11H+T1fFK26zGBEq4rz/70NlgiMY6GXtI0Hp/zIbACRd1b23HH1GYvvaGbAvYQuDirRNK7vn8BmXfHAAoRb95D2bsbDdQZLU2c2tu//ScfZkkVgMvT/BXh9xtt9eLBqwl6u2wh2bOML+i+sXvu+BBDlbt7DN0fsjsKkjz9pUt5FAUf8QEMylXmZD/h3FQwJbKFAiLCR1FxR4P4qnRvAf//EfvOxlL/uxi1dUeGShj8GzrCtlGajI8iOOnTt30mg06EzHICRCCuzG1Zi6j4g1oqNpzxmMgdFlwi2LNcZXhFMCK3ySUacAq5pBpT7azIs7FESYhmC+E9COfLSW2EI6NaMFVkv0uCFpOPuCaou+B56r2OSWC11IF2RwhQNTAi3DrmKrUkI73hIknmW01iEyivlOmFs0IBVr0vLbWMG3J3zqScL6tuHZD2i+Mx5iAwuh7r8iLQiv+3SybYWK3NtcafGdap0RGyksoZcgsQTp034sbDHkRWk6OImxgmYSYHBeZIBmpyt55mqwcSNwndoWIl8RBFk1vjSFnmecNSVxMqRIfeQlSwfkTy9jRf4dJXHmjwapusGVWa7rzHohpRloMegtVR7H7kk4nA4oZlVaSKUnisjzu1YQC5ikLKHqSKGLJs9IlllELga7P+zAyCRY8n22V3bvJW+Fz5N8n4VVRA83GtRGD5pWctXCEGfV25xS66AK6xsLLSOYSRRTsWQ6UUzHkljIvv3kBYMW6csg0uK8rxSm+AuDvdi6FGEFm4swMIhk2UKnz/+FD5UyM5TORfE82HR/6S5VYbJK6C6BLZHCnn2f/wsfWtRLmwW8WQEqsmBdmzJxx1Tc92KEujTZkK6fETdReF86FwP602tTOKLFYTFYN3NWGsEtpu6m+7CqqxzTc50O3KaYF/lI/SsQ5MWKkXR3lp7bnt9W1gdDKuoLQIpSH2RMeTaB8vkWFpfdxwqssHSQfNurM7pvH3/5l3/JC17wAp7ylKc87jPj/LTCPQOXaMOoPMtARZYfcezevZudtzyYvxdhSDxRdyni8JHaohYipLR0Wt2LMhr3UW1o7BWwz0OHsHCc4HCtwUi9jS+dxcJXGoml7sWYIcF0q87huycxNQM1g1Am9Zu6FGwmAN2wBNOS2gGF8UDXLLpmSzfV3J+XBdil6o4RHk0VEgQJUlp8ofETydxYgq80vtIcXmhg5n1n7VDW/Z+STWf5kHx9Wcir97Q5TidcNxVilCIeTf3DAoQyAx8EakHmPtjsgSw7Aj3tu2hxZVHj7b7t8lzOwqKEU3trXlxaZy+jrkCLtP3EKxO/C8/MTOnNfMZ56jjrAho1XRXY93VOjIvrlk94ue1iIJ/WCqUsgZ8sJpyl/XOq9Uiqss0Gtu+BJXrW7zKT7nLrSjF219M96l42kMrbEeBZZ80obCMya08qQNseDzPQN81tVa+U515j6YBhyqjBhLBH1Vz0oEu7FtzUqnNTq0aAZcha6spQl5YhaRhXmhMaEUG6vwUtmI4dcZ6KFQcjlRLWwrlKymqzFaJffY7L/mhhbHnGBFzMQPE7yQ3pBaTqvcgSngv3jzDWqeApqSruzyrK+xqkSqryjvqVVQt0yyPn/U9/K+X+FNrptR1khDzbLrVByPyH0E+Kj4ji+erx1A/qT+mjXFHvJwe2d7SVDmbAnU8rC+T4KPtZTD0ehCxob2CRkUHb2e69cXCDhYEXoIyzWNhy/DcmcNVRtSfQobNqGK+HPNtyVozd0uOtb/1VvvnNb/KVr3yFH/7wh7zsZS9jcnLyCCejwmOBSlk+dlRk+RFEq9XigQceYPaBrl9ZToyXHkRGCeqhIxutKY2INFYpOmMy951hnfojYsHC/iEWVANZSwjrMRPDTWpegicMEsvMfA2vJaCpsFJhlVOSrecIcW6/iN1NUyXucxMIkrot3Jh7Hw5OaVDzCruQWisCyzrVRqA5PBHn0+DNZjpFnlonMOBPu9zCxnNKMAZuESHPtG2eZCNutrV0OjB9ACXKeWfrrqiJTc+D8dzNWWrApA8qL02RZ9w50rFLWVd8mDQTpxpLLJ7UfaPqxEia7cCpMdqprUJZavWoRFx1ouhoiZQGzzNY21XYix7pIun1lGGk0S5kBhFMTw+5ILvMkmHBIss2jJ7vIPMz9z4ji/aD0E+Qo5bRKfcwTMYSSMo/cxcIWCBzD4cnzZKXHi8tK5ABC30e5iyqvoikAdbrPu2tdKR7OD3+WSkxPQksEgOyuKyXMFjwit7VwnIHQYQgNjCdRexlbVjLkLSM+5oJTzPua04MI3wBc1pyb9PngZafK97S9Kilg541R3r+DPg6MoU080OLJCWW6THK2KS5x0X3vpHC9BBfoY/eP5GSqO42tvS3yFXLstp6VHI6QKnMiXW+ydIezv2q7YDBRN9GlAa/MGDwtlgbmWCgUiKepXI7wnZ9Folewjuoi7KsSB9x/R7SrdoDjqd3E+2uHWPd/TCvDJg9G7S7ztoTspu/fhHIuEu+Ac786MfZ9nuXc8YZZ/CVr3yFj3/84zznOc/h/PPPr6qJPo5gWLoX+VjGqj/JqMjyI4ibbroJay37b5sBcBaMoTreQozxJNaXWCFI5hLAIxwSbv43lLQnJcYnn3pM6inJBNACs+DTanu050OEMnmVvni6RsYZ3NQnhIdBaoFRAhO6m72Mu4oIuP8F5DdLcN7gUoR05q3NlMK2YKOrtME9Y5K4U0Nld2rPOOJrHdHJioeoBGgLZCLYaQIS0eY4Em4xjtCXkP2WRVdhM6MxzZp7OqgF13kTZNOybqWw7pTeYr7kTuLRSUljlhIus7IEMiEynitrXXiQKmVyj7CzREBnqgZaoAXEWf/S7BYq1ChP4/t6kDhVIMJpOj7jnnAWwDcYDEUp0fPLQYq9M5qL5YEWwlJL3H6EstCjWGZBoF2Y8p3ACnQP8bUFJTlP2/cwcGzR65cW9GeTSAlGnH6fWZBmb0Bgrxj90Do06G/BghEsdCS7Ix/jAViWKc3xYcQZwx1OHerwQNvn3mZAM5H5NLlVgIW6b1lZT1jVSPCk5XBLcajjMdVWjmRbZ1koKq8qTklqdro1qHavQm3KZNdYxABbQxGWAkHNVOCsOFFichvEkWwYfefqCMt7/bZ9aduW8GUNUmz7fLxLUY2hb3CwmNc4I63ue+wWAzliP7PPCwT2qGRXiNL6i/Wpz6M8QJUeNGvQ38lUNBAQW5kfm2rb/D4NIBQlsiyygW7xd6Zxs07pvTvr95YtW3jLW97ClVdeybe+9S1uv/12fu7nfo6JiYkjnIwKjxaOLRtGNciBiiw/YjDGcMMNN7D35kPEC+nTQSlszQdjkZGGyC23ShF3LJPrFE95ueTBKY92PaEuDMPSUBOWDoJD+yX3Bwo97NRU0gwT1ijasaI9F4KwRBMa2ZHIjkB1utX/ZJK9bJ56zabR0Mana2IDcg9z4cGmQxegVXzYrG5btLA0QwFaEVlBEMb4QZKnl9NND11zBFkkru3stQfFBjRDxtBJcy13T2KaQ1iQqq/pEyL1MOvxckBPlgZt5eg8I36HtnaXd28+SZtGAmdp5Tp4CGE5Yc1+AJpxwEIUoE3Xz2yMJI5VNxguGzBYAQtOiTQLCu1bwtVzJfEqThSJls62onTeZgmlqC4QklLVwIzcFgMTtRXo2JUZz9LSZQOBMJEUOe0xT6QJyunjtOhm3UiX54Ggi8AKWy4ok6n9PdFkshh4pWzefrEvVkKU7swXHF0+KxK9fPf9ymNvhgfjU1pHQp89QqTX6ZT2+H7kcUto2BpEbKnFbG3E7EsU2+KACMEaP2GtTBiXBmPhoFYsGMn6sYTjpcuYMp1IDnYUU/Meh9uKJEtlKGzfAGkgeglZVhxjsfcDT12PulsehxROSJEpDbYdHClbw1Ix0E65FNW4d5OlqMbp+ctUeVdFtb8PgwYLOWFdjLwO3Kan/aOQ6WPxKA/8e0CbY6FBCjjgKTfxZMFrlbeT2vYFzfb9fHGE2QRpPwvLgyDgwgsv5PTTT+dzn/sc//f//l/e+MY3Eobl4NwKjz6OLc9yRZahIsuPGO6++26mp6fZc/1UvkyOjxFN1pEdjUgK08y+4rqrDMefCivXCjau02yk2d+ohrgJP5oPuMX3idb20KBsitGzGE9jGiAOey41UBqhX4xGzwNmEmdjMJ4jzTosVHEqIrtZF9SP4RiavrMWSEGesxicMquUIREWXdMkRmAjCZGktt9VuPuhDdlAkzNlm6tEUJ4e7ShsWzlSJnHkrZdIlfpnkaFm/fA0ddVVlxd0QDvxSdLAvuwBULQfeNLQ8Fyk07DvclMfag/RTtVobSTUYCFM6LR9V6RkwcfGOL/uoAd1+n8SK0xKkFvZZ77Jibe19D0Es8wYi1kkSqW06aaMq/kJnkoIjI+WXTW6RE9NWYW1RhakxKWhmAVjUQh6VGKb5rnuYWIDAgeLyDz1cxpYAFXrz/yZB6R1d4UsW9LRtfL73qwV4K77UkYPQ1/2ld5tWkLyQ13jDh2yQcWc4EU8q+6+6bYV7NMed7ZDHow9kvQAZWIZMYblQcLyQLO+nnDCsCPPc7HkcFuxbX9AIkSeHSIPlrPkhTF0ILFel7QKDV6zLN0u+WstEV66drHMXiEGrffjE2MGXP9LgVhC4FFfVdT0OPK0bZmlYgDR7duOAmFdhBwP3kbkv4MjbXNUVXoA8cYUUuPZo3zXhT5PBJrEwrSQuVpsPPebMF5XSe/vZNpGprgP8FJv/dMPc887L8/fr1u3jte+9rX8zd/8DV/84hd59atfXQX+Pcaoyl0fOyqy/Ajh+uuvZ/369Xxv750ACCnQm1bRXBm4oL62xWtqVCtJb/qS7XfA9h9axswcY6s9OpFkrtZg/4oQu8qyXiacLCNOVxEnmogvJwEzAlZGlg0tw7RR3Ot52Dp5pSbVcTe9MDCEGGasR1ITeK006EeT38gz5dlrQTQKScPmN2ArnN2hyKlCmaAsHKgLmu2uWmCMQBam+vOUZ8pCXaMlGM9N+U2h6GjYZBLC2CdSskvEMpU19SNbSAuVpDsSltpwlJJRgYklUllC2WU3Utjcp+yh8ywVI36HTqo8t7XX52E2VhBrle/KkwZfaZY3FvJ1Otrj3r3LMe2ueVHWktyKsljFwPwZn9la8uXd9YUw+N7SQyt6SbWnBYlyLKRouchyNxefbtaItApgYf+p7SR/30i6adQs2JZ31JRzi2FQ4oyjwQqYTxN2TBjzqBf+OBqscKXP7zMB90U+E8ogsBy2CovAi9LfF91UZ/NCMt8OuK8NYGl4cOZImzVBwmhg2BV7HGp7+deiA0Ewq8sp8AT9RVGOhB5isyghhiMSQXfM/Ss8FAK7FGQZOvo/OMI+RJqPWbjgtMxasRRLSZ/VYdA2g/YrCzMYS9im5Gk+0vo9ZD1bT6WxG8X2BD19H4DlSnPYuJkyFYHfdPf6pDE4l7KVbiCZxwoUL8EsaDe9ZxcHk6f8r4/kf3/x9a/kX/7lX/jud7/Ls5/97MVPSoVHHJWyfOyoyPIjgP3797Njxw5e+cpX8q/yvwAQnkdrZR1wqoYZEhhfMHyoCdpifQWehMSwcCBmYW+Wz2kenrGRB58TsbflcdN0gzOaCU+2Ea/aF/WIMppn2YjpQ5IHlceQ1IwlHep1QyYUz1nBffiM1g2jwjHQAx2PB5oec9bLb7LGo3vDx+XTHN48Q5wooshDz/lsacUIYNdIlwAa7fL6Gk0eSBbWYpJEOkJrJHRkV6EArpM1nm3avPxwm88P1UFKt3+vbPlwVQbLD+NaEOM3XPYLbQQjYeRGwulqUthcUZapRUEKiycMXqokD3kRc0lYskcMIrpZGrq8O7m5uTvnH9QSfK+7Xpwo4gXfEUuRKsqyENS32NMx7WcRvQEZoafx0uIorlqhoBX5LujQQDNIAw2Pwk77q/i590VO4/ndIiXgkpvo+UVuH9m+ZI+lwoJqeWXiI2xfsF5vV2WcFYlQLAjBGq0RxmCVXHS7gWlpDaV0WMbvKZBC/1S3DtLfQqGNomJthVOsy4RVcNCqUjtq2qJ6KhcW/aDjvuH0kQ4rfM2+SHFbq8aCliXXg+ubS9VV2ltB+XYp53qOSYnSCcnP01EI49FQCszL/hzUxlLbLRIwfWz9ydRh44tUFe+S1qOS3AKxzFRTOMp2hXYzAr40fzLddQvf05I9yj0wnosDKV4Sg7zVpc+FZVJpdi74DO03uU/ZeIKkUdgoJchuptHm17hIRPc3kB5H9tvKdnzi+z7igv8gJ9CbNm1iZGSEbdu2VWT5McaxZcOoyDJUZPkRwfXXX8/w8DC/de4fk1XrE/U6wVyMsB46lGhfoCKDiLWbWjUGOmCGQvSaSeRsC9Fsg7UcOk2ifI3yNYzCbYli/10NtnoxSllmQnigpjhuF2zyYyaUYZIIqx1HixLYH3sI37LW05wpIrJAeiFgsh5xUj1CW2hqwYHYY5v0OGC7qpYNLfUgph7E0AAzJgjvHAJgqhUSBRblmz4V0/OM2yYlJYmWTHcU8ZhwvmoNO7XPnTbh1DjhdfNNpqXkllrAAyOy+8AU0FjmrClJokhil+KtSEyVtDR8l0tZpxsaI5mNankVP3A2i45R+MIsGiQXmW4BkQxjYYsRr0NLu6HHAT2MkBYVGEycfs8DCG63XDduoDDiPN1mEWXWGInv61KA4mLIPpNKo41H1En7bTUt4ao7KmWxBcXPpDmwbU6KLbbHcFgi0MdgzyitP0DZ6qYkTPsS0A1cJf0sKW+U2YUAbpc+5+mIU2zCXbrgfewlHwPu76pTHnwJKTA91ow+5bXnDtlnyxiw72M5XTVpOG24w8Z6wmwiuXq2wYNpoSFpXGGIbmfSvhWyW8jEInTZF5J5b7sdGpClIm2veAy9amG2zZGO51hnCFx7/Q3aJTLjUrq2lBy75Vl/RN81V975ANUYjrxN33Zi4LUNPePSQWrw4mPjpavMxe0KxVl6+1tEse1x6VIjTrVVOeOJcZ0wYff8IkAHtjSTY5WzhxnPupRzaf+Lv9s8zrvpfncysVz+3g+yadzn4osvPvqBVXhE0VsZ9mjrVqjI8sOOVqvFbbfdxtOf/nS+YW7Kl4taiJqNULMRKIEJPRfk180xBkKQDPnoUCImQmRksErQWR9RUxZjnFJoWh4Lsx4/0F5+A4yH4U4BdzdDZGwYxhLNgF+0Pgu4o26pNywHAkVck1gJK+djNtYSVoSaIc+wxYvZYmNMDE0E+4XiHs+gMRghXICcEeyPfSBhw7RldiEkGTKMb5521QXT4D6lyg9yKQ0q1BjpgkcMYNuK6zo1kvkOW+KE5cZwbrvDAyP1Ut/Hh1rUvCT/8cbaVdfLFFdjRZ/6a6wgTk2fSUoSY6OQWJTskuXdM2N4yrCssTCQnEphGfPbhDLJ/dBDXsSI38ZYyVwcYqxgth3mvu1MFbTKlh4kMi0I0q3cB55X7nccK5JEpd5l93k9iMuecLlIUp+05nRLdcl7JizmSjN0cyxnZZ7TdUzsfOXdc29JpEIUUj9ZK1wWkELAY3FQkPvMH2ZsEz7nEHEiEXfxYwYKPcQxQKk8s3DkWWTKckpeeq0RVrmMARmpk8Jy8nDECQ03uLt5NuS+TlAijTIGf6H8HR/ruCX74gduZ+2R2xuodh7lwVmc6jrWtns+KwbaFTNTlHa3yDVWJKx5cFxxv0fYfy+ZLhHwRbYr7a+X7B5pmwKJXYoCDq6a5SDvfGnV7NwXvgPjw7jUPKveZEZL9uHhKYv2XS5l6wl0rTyTkrVls/6m5zHxbOm4bLpiVtgqGxB7TWe3O220w4pQc8klr2HZsmVHOdAKjzTMMSjLVTYMh4osP8y45ZZb0FrzwZ/7NELJXNGzI0PdldJCJKIV5SQZwNY8krpCGOcN1qFk5jifLZt24wlDR3vMdQIOT6VyWKoGCe0ezvGIu6vJRNDpSEZm3TS4Uwzcurojme9AHadqJTXBoQmfw5GPTMub+qOGTcMRa6xmFMNxNmHLHrB76sSBYW404Z4RgYkdwWunqqQd0gSeJkhrpxormF2oMZeESGlzQpipsPkdPQ3cu3EsYGJaMxRbrl+uUOMRuu2lVQS7NCIjs77SWFuulLdnfpSDaghPGmpeTKB681Q5GAQmJdHN2Gdm5xgYOKQmsNKyevMhltWbJEY6ci0ssufplFiZpp8zLFOOxM+0aiU7R81PGNl8kLl2iLWCTtvPS2c7W4rI8yf3IqsiCKCUSIu+FC4jI4l1d4FJS3uPxI78Nn2Rp79zn4uHnlPZZr7mFNLmpB+cEi1mvcIDXLgHZw9h6uVPMhaFHHxuhWJFOXCKVbcdxT6pWIsm9DTNlMD7HYHsUXxLwnPWbs9Uv+xJs2VUD7fJnD/p/1ZCNNLTPw2yU17WSziM11XTA2F4xniLEc9wTzPgR80gz9F8dJ8wFKsxulLv7v34iEZLwVSsuoFsnkBFFi/NyJOfR9P7TVDOdLFE9H2/PQr10VBUirN80Lnd5CjZKGxGZKFMipdAVPvaLRDqJeVr7t3uSEqwLXzeR8SPso+egEIxIC85dD+3aTltkXRLlWd9Xa5inlFvMa8l31tokChBMln2qguNYwVFVdwKzKDA6mwCKX0GiaScPQkBN3/icm6++Wa+9KUv8aIXvYitW7ce+YArPCo4tgp+FVmGiiw/rDDGcP3113PaaafxvYW7ARBCIIIAhEBGifMPSunUv6KqDMydMMqh0xTBNITTltqMZvYEy2rlnugNGVHzYg6LcVqrLKqdlq/upFNl4B6QaX5mHabqjE0riGU+3tTjJgzEDacqEALWkZKp9bDfhshIoDoQeIanrdnPssMetTmfyYMByw4KLM4zfR+eq+YUlO/izrss80wQUcdHtxRq2nPBgoEjySSObI9qw/rYcNgT7F+pqSkDaXW8dttn965JVCPB9zXD9Q7DYZmhJJlvN2Uqc50AlaZrS08NnjSMhK3cx6yNZHqh7gi5FZA4MqKNpKbiPF2aFBZjJcUECwtJQJQGCXpSExmvj4xKYQmUZtlQKvEPQyt2Ng5juyp9kfRm5+5o6J0eyxT20fS0zHuCwNM5GbdWECUeSVKwYQiLjUV/sF5PhorCmG7psJQz2hceyvmiQl7X7L2MRP86BWy3AetUiw025i4Z5t0tPqitpGyhyNSuUsleW8rz7CwOPf0ZpOD1ngdRPl1H+urq0vDM8SaegKsON5hNFHliEUteuU5GWd7lQmMCdL3cuBXgYTlpTcT6ZQl7pxQH9/ulPmhfOP5zJBI7gCgPtLr3WiiOdlEU1Vm6ZC4vlJKRMrG0tnKV+UiK7GLNFPbVJbii7/OB+y2Sx57reDG/cb68J4fyottk2x2JfKfqevF3Y0V/ykMhgWxwhuHkWsTWesS8EXxvZojEuiFX9n3k22XEXnXbFibXZUrHozoMHBBn7QgDDzzwAF/5yld4ylOewrnnnrvIQVd4tKHpWhWXsm6Fiiw/rNi2bRvT09O86lWv4hP283l6HNGou4eeSYMphIEenyFC0FwuSRqWpAHNtSATRX3LDK3EJ5CuQEVHe8i2xCgwQ05tNZ5FTyTQkcjI5VeWES6DRHqTTkJBNO6IsdDgz7sk9Lpe7AMkNQjXNPE8p9pGkUJ7hm2jlr2b5glkQmAMMzdv4PRpzSiWzTbhXgLCepznLhbCkqRWjNIzMJbIxOVczrLjeQsCDDzLc+m2rhoLkbJFEbrtIToK01F0gLaqs+zE3dRUQmJlrgAnJiPBbqeO5HY74AvL2sZM/r6jPQyCexZC8iwPwFBQlje9lDEVR9mzUY124ufHa63A9zQy3bcZkE+5SIJlGgCpjerzett83tNhkOWil1AniXvCDaeMfr4n/V+vn1qI1NqjBzyZiwViLBDLkmAowgHyliyLiqaRFmtpFw2P/ZstSYksrLM/LUuyzDyE2lLHct8X6W57v8ai1SBb1PNe9qrjBsbQnD/Rwlj47sEGzVgWY0PxWxYZ95LRI+9n2XDCaWsjaqnv++Cccn7jwtjLEaBuCjrXH9Elvtl9apDavASU+lTIBtEteLSIUjtgWZFUugwWokvclmJV6Gm7SIzd+yU0UFR+l5ILubi/JfiTF9vXkZTmPM2npuThh0EDmnSZgRGR8JxJd6M1QCBsdxajd1vRs32hPUizISkKmZZkXz7uLKOSSGDYGv71X/+VDRs2cNFFF1Xp4h5HqJTlY0d1Fh5GXH/99axbt47Ltv5OWlDDYK3FDjfKqombX+++AFsPaK6ldIONRww1P6GdeMxGIXNRSDvxMKOJKw5CKt7VLDLQyJEYlnXQqyJaqzXNNYJoLC04IruR/TqE9jJork5L42b5Zi3ous19xkJYwjBBKcPhZp0Hpse5b3qS+5oTbFsFXxyto4GnmA7GpxRsZ62gHfmYjkJHEhNLTCIQkSwHQ2lHLEZiwwprOKwlc9oj9BN8pZ2vWDojaCmzgm8IlMaTmpqKGfY7LKstsGXsEJvHDrNhdIbljWbJlwyFgDhcSrlQJSRGMj6+wPjEAuNrZlm+fppVjTkCqQmkxpMG7whe6Ox4s4wbvjL4yhD6CUoaIq2I01diZNqeewlh0al94khqsjfATqKNKL2McdUAh9LUZLOh83PHhf33wR7hCV1ar/clyu8hLShC91U3MBajV0bolRHJRIIJbPmlSPOp0VXsel4izSWbvZI0D8mYddXmhHUZKZKhwmsYolFbenUmBZ2J7iseLh9DRjKNn7481248ZEuvrPJl8VXqM87yUXyNe5pnLGsRG+GIciIHB2Ytdvp7SJVSllPXdThnc4dmJLjvgI+xsH/ewwUMd88X1qaFh7ovm6ZUO6bpAiFS77BwHuw8V7FwuZ697LOCYinoC+jLCKyVwvllfYEOBHFdkNTc/3HdLcvyXh/xeZ1eP1mGEVN4Zf2wQvQT5ex8ptv2bjdIRS5+F1am6xa3G6Ai922jun212fV/hMGE1wJ/IQuWY+A1UyTTMifUlgnP4Ev41sEh9rQ9AgFDvkaHrqy8CfuPUaYZY4ovC92ZwHT9PBd/GvQqkvR674CvLeePNAmCgFe/+tUodSz5DSs80tB01eWjv44N3/nOd3jZy17G2rVrEULwxS9+cdF13/KWtyCE4KMf/Whp+eHDh3nd617H6Ogo4+PjvPGNb2R+fv5YD/NhRaUsP0w4cOAA9957L694xSv4N67MlwvPw9ZCF8GepqAQvYqYtTTXDxOlFemESb1fYzFBIaDNWEHDjzlty25aic+B+SGaC678clEVEMpgGprWJuPkBC2QbYkNDLIl8VrkPtCcR2rXRFK3BJDmRu6/KydGoiPJhhVT6GWS+3cEbNnr82x/lh/4SYnwxXEa8KXTks5CICc7GMB0FGiBSCOyT4w6CAE3RDXMqLOdCGHznMWN0TbGyDynsqcMrcRHpgqoJ3WeFi4QjuTWvJiO9kiMRAmLxfmTbz20lhX1BaQwTAQtogKJFMLiKe3IdIFYu8wZ3e/NWEWoEjqFn1CSeIsWEsnOpBKW0OsaZY0VNDtBvo21zsPseaawLO1boS09qApgiqHYrbPggYrLP/G+WXRp8evl6h1x2+sn0KV52H7YRPaXrs63LZoby+2ULA6L8fYBpDIBQtu1FllpS2QoI+75+5TY9O678FV0VcjiqT3miLpsu+6+VoiEZw43mYsk1x5q5GW7B51PqdPc56l6ndRliXxZCcsaCWeu7OAryw8OhOw+6HHOhhaHF6RTDcXRu22zoE6659xZxFLrFuQFi/qOq/c7GqgQi7y/GTHO0lFmwXrFfS/WTre98v5tz/9LwqBtj7Lf4v77CpIcaT8M6OMi2ww+tq7HIr8eittk5zUl9b0pDcF9n1nTbSG5qx2yvpZw0nCHa7XLEZfH+Npue71+e3AkOCNNIhFpdVgQ6T6L6RhVbHnqcIshafjiDyJ+vdHob7DCY4pHUlleWFjgSU96EpdddhmvfOUrF13vC1/4Atdeey1r167t++x1r3sde/fu5T//8z+J45g3vOEN/Mqv/Aqf+cxnjqkvDycqsvww4frrr2doaIhTTz216/8zFtFoFKbyROqJ7FF0rGVmSzcCyCqXkmfNqmlOHD/AVKfBXBzSSbzcDlD3YjaOT5OMSh6cGyHWKs1AIdCJ6j6sJSAtwYoFTlm1j7b2mY9C9k2NEO1tEB6WqDbdVFHjUcFK7fIix5HnCJyvkdKlkJPCIpXmgS0tVswKNk0rDs5aDk508/4CCN9gtcwf/iJVh1XDsZRgWQu10WDvlzAFBzYavHqCNjK3HmRFTaQ0BGn5ZK0l9++fRKYBbI1ahxVDC676Hi4ncpQquRkE0I58Wh2fQ7Mu4NLzDHHsbBBSutdEo8WI385TxA1CbCVSWOpe9wllrACtyPLgZp5o99V3czwvBbWg/OSrp0p7fj4AkU69JynZd/03BBkBlZKyaZh8+/ycCIv0ygVkEtFPqrOp17yNjsT2pnzoDQIyYLNgzjRQyO00a8T9XZrJXYyE9Cp1PIRpsaMQfqDkBc02sl7PsReO0ypHUkrBjwJky01Hr/QSzh9tcqijuHFfHWNFZoMfGLAmo8EqLLiB1skrOmwaTzjQVPxgT0grkYTSMjlkuHNf0G2zN9NF77EL+jJ26ECW7RsaVC9Z7oHxRF7YxKSVBJ2HVnSP8Wjksge95HIgsT7i9qK8feEclrCImns0kntEj/ISCXzJzyzLg5by92axnkBktp70N6PDnmMSuBEkYIVlzDOsriUcl+aSN55lFkVkYa1M8vSH2WxKElDyL/f69IUWeHPS5U7OAm4LY+Bsm6BlOb/WZEWguXlnSHv+GL74Co8aHsmiJC9+8Yt58YtffMR1du/eza/92q/xjW98g5e85CWlz+68806+/vWv8/3vf59zzjkHgL/4i7/goosu4oMf/OBAcv1ooCLLDwPa7Ta33nor559/Pp7ndb1ZSsDKSUwjQHR0V1Hu8Qramk9notym9SybRqaoq5h6YwZtBdtnV7DtrnWI0YgVy+aYrDfpaA+dqpFSGnwfGkGToSDi4PwQrbZP0vEYH3a+tZqKqdVjJmtNtgfLiVZ7tDsezHmIRODXEkSBLBkjMFpgEkUSudzGoR/npM9IwfYtbZ78g2GGWpKDE10LR6PRcQFsuXfZkVGtpStegiN4vtJI3wKKiRULTOHT7vil9a0RiGJGjTSzg059unO6hq8Mc1GIwAXytROP+bSyYD2IEcISJWWGEMcqzzucKScjyzqcO7KDpnHbHkyGORCNlIqCHGm0XXw8dFJlNyOjxk9Kir022Xkwi1oxhLBp1o3ue19pvHTdMCXRoZegraAhQqwQDA+1abaDnnFZuX33foAJ9yHA9pJlK7onVQM9ZbYRoGs9qQVjgZgrKMQCorFyoQ0BmFZaFGax/MZa5MFyeVsDprt7v0YVlcmQTe1Lxe2Mb8vtWNHnUZYJrCLmaaMtDnQU3z9Y71PeBUskgALGQs1Zq9vUPMsPDobcP5dGdElYPh4jBexJfOKGRGpLOGNKHuQsDVvxuI6UegzIrQLDdcvYqOFQRzHflljV9T8XVeJjuoR6SOVibSxJwc0yahTaWOp5zfchFu/DUbc7Gjkurp/bNMoEuW8TLfKMFjKmPNApWCMyDGFYHSas9BJWSU0oLIkFT+SbALAn8djsJ0zGCbOxS5JsAvryidss0LWgdKtWfzCf1ODPQjBnCbXhnLUtRuqGmx4IObhQ0YvHKyxLL3ed5aGanZ0tLQ/DkDA89vSdxhhe//rX89u//ducdtppfZ9fc801jI+P50QZ4PnPfz5SSq677jpe8YpXHPM+Hw5UV/PDgCxd3DnnnMOFw5fmy0UtJBmvYwIJNQ+RGIS2qLmO8/GlD7No+VBuwci3rScYnC/WlxolLAfmh6jtVbC3zoyqc3DEoEc0/miEHyS513i81mLY7zARNjFW0NY+u2fGOCiHqXsxoZfkuZDzafh6jOdpxodaaTU4SaKls1IUYK3LsJBBCsuaB13FkVj2kMD0SaCUS5U2FEbU/RhrBbGRRKltYdkMbN3vYbFO1TTdfRkjSNo+tunU8khZkBbVSHLCbq1AKdtVooHYSGYW6nSaTh1uihAhLJMTCwReQjv2nGqundpCSlSFsJw6uhclDCPKBRmGMmYmqZMUPMqjac7ljvHyzBrzUdgdRAwkpU4d7A3ym2y08m2KhFybbuXBYhvAQItM1r5vLEZ0Ve0iZ+xVjHWiMLHMFX/XuEX4Ni9MIgoPd8DNFJjsTGcLHxkFKZ8eLqq7RhAJQeMopZUHnqIldLOU2WKRdY52uCv9hKeNOKJ8/VTdTafn7Tumk3lL8/0aS1KXZVLrW7YuizlhLGImkly3t8FCIkuDhKGa6+UFaxc4HCmmWor5WDA7fwQWJ7oEWgeuMaPcwGAsNCwLNZN1zbIwIf2YZiK4cu8QRou+thY9Pz1EcdBnS0WeGaTYzlLb6CG2i247iKyLcp+XSsTLwX79V1JfO+l7f64w+FrkGg61YbnSrJYJq2TCsLQYC4etYrvx2Wc9DlnFebTY6CVY5WJFbo9rbPbnOdXvcF1awEgkrk3jW1exr+bKyftTPQF8WYaNwjLVgqH9mlAZzt7cJvQsN9xXY7qtWLQYToXHHA9FWd6wYUNp+bvf/W7e8573HPO+/+RP/gTP83j7298+8PN9+/axcuXK0jLP85icnGTfvn3HvL+HCxVZ/jFhreX666/n1FNPZWRkxHmUrXWZL4aHMX56QQqwvpsWt3UfaxRCW0gMzdW+q2LWM016x4FV1PyEmpcwWWsyt2+EeioECg3BjCQCknadRFrnSW4k6JF5EqOQaYU6YwVxojgwO5yrtaEfE/jO7pClEstIsJIGJQ2BlymjCda4ctVCWvyCyrlqr8+q/T7zNcPO5RZSgjY92yCJFF6gc/tGpo6KNJ1aoJzP+OQH6wjglpPbmJqHbHfJobVgswIZFpdmToo8k0TWnu8nDPsRkVHOSmC65z3zvErPMhREKGmopWbVWCviendwYK2gaQIOJ8MMqzYKQ8f4KWkthqBLp/qnBUoMgvm0MAm4G0ysFdbvktZM6CsS4CIym0bWhlLdfNXtpPxTLZJlKcr1z5QWefzdUZFZbgoEKCPO2f9S2Z5c0AOCDROJaXvdnVqcl77QM6EFqiNyBdoRqP4Hqgm6/SITRHtU2Q6CEWyuiVuxBN6UXQuF971Kt+mxJgxSo/OYgsL0sypkMVwlE84faTqiPF3HCIG04CeG4cAw13HXmb9gkHEhV7UniIa7HRgKDGeubTMaGrbNBGybKRctyXDXTMCBtmIy1EyGmhPGI7xJmJqX3LEzYCFR5eNKcxhHQyIldZa1tYSN9ZhlgcaXoC0c7ijumQ841FF0jOCCFU1Om+jwg4Muz/vGkYh9bY8oKT90reixeBQJ81HQl+t4EDldpJ0j+pqPsF1fH4+FHPeuV8zYcTSCXFSzSyvR9+NV0jDpa1Z6mlUqYUI4+9mskezVHg/GHvutR5RVb0w9zTK96RhlAEkTSccKVvrafU+eGyBFo8Zlr8kEDyO65Djt+KDfmK5DvW556npXy/2GH9VotQR2pLvm0177Ia79zDuOcBIrPNp4KBX8du7cyejoaL78oajKN954I3/2Z3/GTTfd9ITLjlKR5R8T27ZtY2pqqjQ1IIQApcD38A82sTUPE3oYXzqCDCDdSN8GiukTJdaPnfqUkhY/dMFyrcinFfkcXmggGgmtDRbRlnjzEpm4m51IiYloueC3vTOjKGlohBE1LyHSqhRAprUAH0Zq7gmvrSBKFK1O4DyvniOxOiPIAoQySOWUyX1TIwSBpm41z9yu0BK+e0aUKz7GChck1lbETc/VnFDO6wxdUpgRvkZLoRXMrIhRTcXLtxmkhe8eB9M1SAKDFdKRL0sakV1+mozWOoReQpga94wVnDS+n72tUWKjODg/5PyiA1KwZf5rXzkFf397hMNRgzDNgDGXhEy1G/hKMx44FXjI6+TBhxKX0q8IJQxGipyUZ306vNBwAYqey15ZD+LSOoMwiPQWlXugNABQBrRywZG996MscDAreCJk7gbq9ykfCb1EIFPPsv1Z4aoWFgVrLdKiCiLfpt/S4LJPFCHjQvGQlIg1pURoQygMbenSE5rCzoSlz64tdDmvMrZ/+rk3X+1Astw7VrDd/q1UCc8ImxyIPK6frmGAZX7ChuGEdfUYX8HhpuTWPbW+IUcWFKeE5bjJmC3LIlqJ4Op9DaYjla5TyEKQ9ccIDkYeByMP5pxyvUolnLaiw9NOarP9UMC9U35pwGEFCGlZW084cThi1DccihTb5wMORoqpWKFld9rdeILbFmo8ZaRNLJzDbEsjZllbc+9cwExz0IniiCjZMHrSzS0FJd9vqa0lNpDur5fALmW7onK8lH2WLRg9++m5To0PXmyZVJqVXsIKT7NcaYSAlhU8aDy26YD9iUercMKsTC0VBSV7n/XYIDTPCFtc3RkCATsTjxOCmJHRhEPCVYGVicAU4xKEU5lVUrZeWFH46VtYZjRP29gkigS33e4TddJ7e8PZdSqS/PiEPoYKftl6o6OjJbL8UPDd736X/fv3s3Hjxm77WvOOd7yDj370o9x3332sXr2a/fv3l7ZLkoTDhw+zevXqH2v/Pw4qsvxj4vrrr2ft2rWsX7+eCxuvdyRZSle9z/cQWiMWNLIZYQMPPRQ40py4tFfxaEB7ZUKWcNV6IALDCasOsBAHzLRqxNqRYOkZGDYwDGaZIKhHLG+02Hd4FD3nIzoSUe8G2M21aszhVMgsb7JJH5h+oQy1StOdTbd92s3AKYlK43kmJ8s50hFpuy157v3uRnr1BpiNwlyRtlZAp5iKAFBumrCTdD28zZSc+5GgE1h0InnGnT7D6RTkM++DL58kEJ5BqG6wn1S2x4dLn1IbyIRxv8ny0KWbMROCg9Ewe5ujeTvu4IE0QE6nim+WJq6TynFT7Qb754cB2M0YQljG6m08aZBYRoI2iVFHHanHqYqf+bjBpYSr+wWLQ6oi57aNNL2ckqbUvoSSZaOkNBvhytH2IJtV6KPfhch72/OxKyzjPOulTZTNy3UDzrKRkbFHUjBId3mf57FZJ2xIErYFQf/0uaVvoPBo4Ox6i4NacXsz4KSRiA21mIayNLXg/lmf6Vhx6mSHZ25p8oP9IQ/OpAVqPJfjfJOfcPKky3Rx37TP3TMhSVGdp99/LBPbk3dXcKDl8d37FScsizhhecSa0YQf7A2Z7SgElnUjCVtWRAx7lr2xx41zNQ4Kzw0e8qwVlCrB3Wt9JiLNhnpCLf3u19cS1tcS9jY9bjxQw+LuCbZAqPKOD1CIl5r32B1X+r8qLy9+tti20GOLGPB5LwaS8aOR46IXuYdQL+qIMaC0ZXlkWG01q0TCslGNEhBZOJB4xGnTX+oMA4UAu97jsZSCce9WIScmMWuVzs/bHTbkeBtzmuzwHQpWjELpeqwbyHrNcqeFcWnsVNuyViecvarFfFPywx96JInIT8E1//pbi5ygCo8HPBRl+eHA61//ep7//OeXll144YW8/vWv5w1veAMA559/PtPT09x4442cffbZAFxxxRUYYzjvvPMetr4cKyqy/GNgx44d3HPPPVx88cUIITAdp9QKpRAjI+Cp7lMjzamsQ3fHEtYiEktrhY/QqT80vcmtXD7LBcvvxljJTFJnOmlw9e7jiKLC1yUs68Zm2Dp6kNMm95IYxd7WqCu53KnR7ASl9GIiVXKF6KaEy8ihwNktMo+q0QKjPZKoS8KcAukIrZCWjfOGFW3Y2xDsGgFpwBhFjCKJFXkpKHC2Ea8sn2gjiGOFTgIOhTEr2oLnXDOMAnYPu1OxesHiRVCs0+cIX09QmLREWnG41cCTBl9pJsKY3vzKRfU3y04xpDr5epHxkNjUwtLdtpX0Z8WItcrPbyvxnW2lkIvZIJhu1TBGukIlaXChKah7g3hCVlAlI8vaKFdC3Oum5csC/oo3MWNFbnORFhLl7ByLeZszlNTkVIkuWTKExcSqXJIasMqWnRGxdEpy4XMb6jJBWFB5WrLuev3Eo5SX19Jn1bBAOz15fv776jmwASqly3RRVM8GeCr7lEbbVZJduu/+/hpna5gQCTVhCZXmeRNNIgs7Y58H2j6HtEJYAR7smfd5cqPFU1Z3uG/McOt8jQlfc+ZQm3HfsGfe487DLtNFH8m07vz0ksySbSDNPGKs4Pb5Gju1z1ljbZ6+qcXueY/JmqbhW3ZHHlfHIVNWuQqeDHQOlE7qje16GnBmwQMlYQMRZ410OG9lixserKOzAXZPv/tUY9u/Tu/+7WJq85Ge3wVSfazP+b6iIktSmm2/cny0flrLcmNYZRLWdjTLpcbzHDk+mHj8sB1yQHtMG9ehZzQWWK00MskYMgPzTwtN7u3OzuUsgjFB+gOQtJG0EKwS2uV89ixIEInIM3MAWN9ipXWp4hLXtteCxn7NceMxJ66OOLiguPX+EE8XfusPoWx6hUcXBolZorK81PUyzM/Ps3379vz9jh07uOWWW5icnGTjxo0sW7astL7v+6xevZqTTjoJgFNOOYUXvehFvOlNb+ITn/gEcRzztre9jV/4hV94zDJhQEWWHzLa7TZf/OIX2bx5M2eeeSYvUK/OP7NaI4Ya6NBPA/lcYJ8e7np8rBBYXyAMjN8uiYcVug6dScOJE24KQgrDhL/AsOpQD9bTibx8Cl0IWFF3qqkSFqUStgwfQgqDsZKO8ZiK6hxqDzHfCYkSV/WsmLvY2m5A2Uitg6cM862QOFZYLUrZGazGKY8tD2sMz9gfY4ArVkukMKW8zFr3MA4BzPgcbo6DZ/CHYoIwybNQfGO94hX3aXwD164U3DsuOX7asGYBVswqFoZ6Tn7PE1UIRxYjrVzO5NhnyItKhNdYQTMJSv3sTeUWSBc0mFiX6i777CnLdzIXO5/mVFTncHsobzPDIA+ymxGQeTGQOFbEC0F+ToRnSELFfCck8Lr2kd6MFfmApbAPJQyqsFpx/8KC9Qz1QOc+dGNTf3ZcHjAUA89gsOWD3oCuQSv3Wh6M8yaL4tSuUv0p6DxbekC7L7O8P2Ppy9yQFbrzU4KVK23ZNh6YsHd+W1IaZw0gG87HWSbrsmeg0HsMwsKLG3MMpYONQ1pyVxSyL/HyiHOR/wOxFVy/UGd/J+ZJw202F/JcX72vzlTLc/3w+8meK2RRGJQI0IGAoOdQ/e75OIzHVVMNTvIitozHHGwpvv9gwIFhj6TRPYbyjsrnpIhohO5AQ8C2OKSzT3LOqhZPX9Pk+n112lYW0ti59fqcO7prnckGIRZx7DkBLQMLeyzFazyw4t5il3v+eQ85PsI2xS5mx1Uzhud3WkxaQwQcEB53tEMOJB5TWiJsVuylu4+mlQihkbb7U8uv+fSVFSYpWotW2IT1QtMujDqEhfutzykyYoWK2afSDUy3j87u5GxL/nz3u1PScta6NmuGNfce9Nm+z0ck7po8yri8wuMI2paDyY+27rHghhtu4LnPfW7+/vLLLwfg0ksv5dOf/vSS2vjnf/5n3va2t/G85z0PKSWvetWr+PM///Nj6sfDjYosP0T8v//3/+h0Ovzsz/4sQgjUyAg2SbBRBEJiR9xTyKb+ZVOTHHhyAxlZ/KYlnDaoyJDUBVJDOGNhxpUGNlayrzNGKBOGVYeppMFcyxFtkT6QgyDhYHuI2bjGsNehrmJClbi0ysJQVxH1ekQgNdNeHW0kHe3RTryBBS3qXsx4rQUjzirR0R5znYCFVugyJmiBNY5EPnUuIbRw07BHZBSBifNiHELQVckt+dNExK4wCijMlM/CkKa+spmngPv8Vi8XmgSWZjplGCb9RT50otLiY04t94Ikt39kBHYibJa2MVZwsDVEYmSuKte8hJrqyeTfs40nDGNei+W+G5gc14Cd7Qnun5/M+2VIq+RZlVcMHHSOk6xICzhlKE6DCoFOr82h8HexvYwUx0bhCbOochx7ZYKtBBhj6ZSIqCitk/3tBWWS2daymy8ZQFrCEVdEJokVOpHYRJbj/pZwf/1xZvdmRLeK36OOknHTYUhYmlbwrc4QLVwWAWm7p8EKMLXiFoJ7TMDBecmFI91rdWjUsC9IB6hZiuoec/PA83Y0siYE2+dCti10B+xSuyl1SImWtiSNrtp+JPLTm+P3UNvjv3c3OHdNi2esa3Ldg3Xmi9d0luGm5/Ir7kPYARMEpruvole2l1DbXpV6MfSus5hyXWxb4AZ0PcR40e2yz0kJb+Egh4zhhe0WHvCNsM5+qVBtSdh2gweZzhwYX5SKg7TTEzcpDQfTHVsxIK0c5KT3BNvhbDpY4L9aQ6VzfUcScHIQcbqO2Oe5HclYoIN0pXTlpGYJZty+R4XmaUMt6sJw646Ag4cUqpgG9ZiCHio8lngkbRjPec5zXJKDJeK+++7rWzY5OfmYFiAZhIosPwTccccd3HbbbVx88cWMj4+7hb6H8D1EGELgY5VCGIOV7sYWTYROkUHQXiaYX+emWONhdzPy5yxSQ2fCIoVhOnZk+4CwTEV1Qt9VizNGYi34SqOtpJVIV8kOyynj+1jpz9GxHvNJSGwV7dR6oKShISMafkQzDkjS/L7ZD8EvlFMOPVcAo+FHmKGFPLPDnsOjbDxsOL2Z0JJwy3CATItydAmtpTHcwTScLzeJFSZS0JLlOWxBXgTEdUDTWgjQkVMfF9BAQm2R2LcsQA2clWRZvZmXoE6MZCEJaHnOPlFXMS0ToLMbhHUlPBt+P1E+0Bp2JatThjIatGnqgIaK8Hsiu3KF2kIntWXklo5EkRTIghAWz9ckFpd6LT2GxSybxVuNNpJMEs2OIeoESNHtw0StRegl2EQgEBjfldMuqgKt3siwARDp95L3I/uzsEx4hpFGp+SjPhCNQdRPjorsyErbF5zmKloWrolIIKNeJbf81grQnsDgyLKV/Qq5MPS1I3oIlZWu4EP/SscGm6btaknBzJgALKotCIppSUVaDrk44WJgJvH4t+YoYLikPs+ptQ5KwAORXwreGogjPMOyct25ymhFX75ooZ33tNRkUV0ctEvrSLbJ1gWCxLJiLGZl4KbiG8qycTTmjkO9qUV6+mzL/wvrgmVLz1kLsscuI+jnh7lPutRWPznve+4X+pAptb1VHPPb1iLbFiz/fYVeihjThhe0WmjgG16DBSNRkUDEIOPySCG/1aT7vEcHnGojTgg7HCjY8QaM2xAGRkTCOXSIgatknQUpS4GpiZHMI1hldFoS3YkceohSgya0YAQbVcxThlosaMl3HxzCHhxQ7CgfTAguuOhP+fbX3rn4yajwmMIeQwU/e4xFSX5SUZHlY8Tc3Bxf+cpXOOWUUzjzzDP7V5AC4ftgXKlpIQxWCDoTHlaRVwizElprNWpZh5YVzC94eIc9vK3zhFKXSlw3k4DRWgdqHeI0B/JY2EZJ4zJW4KwFy/15xjynUi33JG3r4QvN4XiIqU6DJCW9WVo1QRbcp/tsBNn+nVVBo4Th3L2GE2cMiYCvT9TyG7nREiFNTvyEsC7vsTIEQUJH+W7aXLspdhEL5HCZqFqL88amgWLzGiBhLKIQOOaqzWVPr+yhOlzr5JaKzMu7vznC/uYIQrgqex3t5ZXucpI7wHSgjSSygnb605jp1LhvZpKhIHJ+aKlpeFG+n+w82cL31T2m8t+1MMZrtPPliZGY9NVrDSm206seZ/YYl1ilq24DhClB1L5hOOj0bVf8ni3QbvtuxiBFb7aQbo7lbn+8QJf6O1B5WMxn2rtqT3YK1RGonqAiXS8XJSEt8bsgBGPGYDEIocp2ZAuil3RTVgOFdZXN+vo4CLa8Tu8hG2BATGVpX4M/yP6QbNc+J6iYM+odzqh30BaaRnA4UeyJfPbEbl4+K3Gc9UNY8opseX+8NAVfof9WHaEfWXe0a1tg2ejFbPFirIXICGIriIygYwUdIwiEZbVKWB5q5DDMJ4I9bY/9HY+DrcJAsUhI037KNCuQLnr40/ui7rGUFEl2r90msx+4XNw9m/VaM7JtU7YtbHq8vVUbRT8ZL6YJdP8LTJZiMR9QLkKWBXhYXtBq0RGCK7w6cVvllRyzEuMyLuw1Vc+zbB1NJB0EK5Xua9t4aRtpBT4roS5cBcfbRMAB6SE9F0NuvPTlW3YYnzNNxPokZpf0XaaaSGB9kC1H5IM5OCtocXwjZmfT49aZGhpBw7eojkUYF3sjjEWHhdQ6FR7X0Aj0EiOxl7reTzoqsnwMsNbypS99CSklL33pS/M8gS9a8z/A85y50hpsLShuBEowt0ESj1pEAipyd2PbcDc+ISzecIwY7fD0DTsY9VrEVpFY5Sr0FciMLw0NP2br6EEAOtpjQQdILMOqna8nhaEhIjbUDrOhdph4WDGva0zFDXY1x5mLa3QSD2MFgdR9xPHB+WES7YLL6n7MSfd7bJyGGSX40oqAWLonjukox3cECGXwa873a+mSRWuFe0B57mllAwhrqXUiP00Cvx4Tt3yw0PYkCxKOWzDcHBlmA/fU8IOY4Xon9+AaIwmUHpi7OFOR56PQlb7W5YDHxEra2ncEFfc+U26LhUCsFcx3utPXK4bmqak4H5knNrV2FPadBSL2pnfLPgM3UMkF2HQ9pZzPOM+1XEgJl62nRDdndZIOnjKEnXQmI+hXfrJsJcW2sKKPGPQGUCrfOGKQqvnGCmYXauWNtOgnmh3VbVv20Y8cD9XreE/g8eROzKZEs1MeQdI7VvSQsUFG7lKfrVO5PcolpjMV3aTZJbCUPNNWuLLFGW6kzi3NkDVasy5IWO5pGsqwMUjYFCZYC7Nasi32udf4ZCMSK1KOcqTzKFx/MrJnJQi/m/IuL/ghLJtVzClhh2HpMmXE2hHjutIEHvjSEgiLBvZrj1vaNQ42Fc1Idq8BCX7izofoOeZStwollnvPbS4smAIpNYVzWyLCokyWbUGdtelxFghoEbrnvdAp6TXd9yrpv76F6JF1sz+LgylpsQqeutDBt5avjdZpRRK/sE1Wcrpbrrrr4yier71GsVkmLCfhkPbc+REu13FJebdwOL2jj1vjiH0AumFL692Bzxkm4lQTsccGiBhURzk7iHbBs88Km0zWNbdNh+xYcCb6bOzstZJSrIJMbLnMeYXHLYxdur3CPMT7808aKrJ8DLjxxhvZvn07r3nNa2g0Gv0rSIEQHnRi0AbrKfAUyWiNzqTNg3aMbzGhoT7myG1WzrlWixn3m0hhCYXLGTzpL3DWyE7uay/j/uYk83FITSU5uc0KY0hhuK+9nFAm1GTMsGpTEwkKi0bgC82Et8Byb54T6vtpmoCD8TCHoyEWtLNlZBXqIqNotkO0FrTwqS8EbNhtWfAtX9oCSYSrWlAkSBZs4khjPYi7xTmMyMtGZyiWrc42rwUxmyamnAJsJNPNOv+pAn72fsNTDyd8a7UbgARpuWglQKUBeZ40dLSXn5PZKGRmoU49jJACAi8h7n0i4lTRpEA0O9qjFbnHmErJnZIGT7m0e7qgALvt3ZMiTvw+X3XNT0qVDl0mDFkKMByEbL+9mTy6J88y6keM+u7acRUaPR5sjtCMferzrh9Nr5sdI/suRNp+dvNLenI1D0I3A4drQKRP8CTuv3UUy13LSOLNFGVcSBoW6xfKdmvhPJcFGA/scEqOknQ6Pe6R+oTr0I9syFnEnNxK2KOCPh9tb4GR3kwXfYqsANXuL13dqxYKnZ2QLrQULuNalhFEkgfP5buPysQROYjfSvYnkv2FDCwBhg1hzMYgZtwznON1eIrtcNBKZoyiJiyeddlJbtMhM+ltvU/9DulTWlXLBRkLLBvDmJMaHYaVZVfscU0zZEar3BebqcEnj3RAwbRWHNaKViLyTB+5AmxsHnBWPL/5n+mBy8RipcjXB7AdSuqvU5vLByN6iKRTONM83jbNYCLoy76SqbCD2iqq1rI8KeMIcO91YAtqbvr7cGp2+VtdFyecGCVc3QhZQLq4kpg05zj5gKI3w4nQdNP4KbhR1ths5zkvbPH12RF3rrJBUmH/VkGEwhoYxbjzKHriZgUkUjJnBMuFwZ8ziDQoMzvO47yICam5ar7B/KxC6ew7cd9ZKajXWpfVqdYdeD3zFR/ge1/4bSo8/mCOwYax1PV+0lGR5SXi0KFDfPOb3+Tss8/mxBNPLH0mpARrnak9u+ElGpFokIJk0zjBtCAetpjQ3eDskM4JY5YDecXwArNJnSGvk/tjJ70FJr15JofnedLQAzRNSGy9tMrcEB3jpXYAibGQGMUCIVOiwebaIUIZI+m/4BsyYmN4mI3hYTSCjvGJreJgPMyu5jhSGnRqW7hgl7sfX3t6m2UhWNt25Z1bIZ22jzXCpRuzgjBw7CNXZoUjOsWsCDLQ1IM4r5hXLBYSqoRQwdBYxPbOcnd+rcCm1QOBEuEsEs/MirDQCWjPh7Tn06BIz2DaChG4gDg/TPA8Q2JkXiIcyoU+kjQDxGS9SeglGOuqAsZGMdWuI0UtVfld1cBBKGXa8DTNTGktKO49mczQxn2XmR/ZfXdl1dwrmA+lsLmybq0gnHN9OflHDbi7gREWo8AoS6QssQeRZ+kElgXPMEXMgi+Y8cEVShS511pKizEC3VOhTap+indU2H6CM3B2r6DK2VQJ9Vs9q5hMNZS064JJoZGRKJEZ49m+u5tJU2TlXTIuJ3VfP3sIXl+sygAVN8QOqGu4OFJRv1/lDOkjc51Isj0O2R6HgGHrUMwWP2KFMKyUptSVumrzdYbLyuoiEFhW+Jo1KmZtmDCkLLvbHt8/GDAbK4SFRttglBsUC2PxpOXk1RGxhVREpGME04lkOlFMJYoHIw8tXYCaimzpe1aRI8UySWcqPFz7dK8PHfSouAUSmxFapR3xlUlGNi3ap2/ARI9yLYz7PovWEEn/99BntUnXz+0v0g60fvRe476Gpzc77BGKB+YDQusIvepQuoas7Pk5pG9MSJ4tpoPgYCxZnt4riz7q3KqUDsBUx3n440K0Ya5gZ/sUcF8ScGbQYaNK2JkEuXovDKz1E/bHHjMtha/dOc6QhCJNN2fBWEegtcUOe1hJRZIf5zCI/Hm5lHUrVGR5STDG8IUvfIHh4WFe+MIXlj578abfdBYM0hH3UB0RxZCkTypjMZ5geLfzLicN6IwLmitN6ZkrhcUThkOdBlNRnUBq6ip2ZDadelfCMqLa+KkctimQRFYxZ+rs7kzQNEFOnH2hCWWck26DQSOJ07tlYYIchaWRymljyjGT5mTg8gvP+fgmZMekZcFTeOicxAlh8YNChTojSLSkE3vOWqKMI8Q9hMT3NUOB2582EmMFo2GbQCYkaf8irYjaPhB1LcsqyzTRfUpYK2jGfu69Bmg1y0q2iRSipaDpjjoSARFwX9Bw1hBpaYy20+C27q2hWGUwI6XWCmYW6nnb+efSluwVbpnJ1eVEqz4VsVfVtZY8SDDja1IahPBysiyAxFdEZnAWiDBVNg+PaUJj8RKB1AIVCxodmbshxIAboMXmvMRZxwVaQGJjYgGJEMQCIg8i39JRgo6ElpC0I0NLChaUIBNm+/ybBkQk0wqMDLYNlLlV1y69CD+Pgfrgj46MImHqQe/Meh/Jh7yTAYbniyYK6FjRtTUMeL5YL69/kxMbXbOlQ5MJWL+wsQU/KRJfyd065PahAGWN2y+gEsVFdp4JDGfR5i4COgXWnZMgYdlEzFoS1oiEYATaieDBBY8b5nzmWxKvbakVZEORBgsCNNJ86d+bGaJlBGO+ZsIzjCudKtMRLS24oxmyR3mlXMfCkvtccySuimSxn5kHORu0yIKqXbSRmGMZnfS0X8KRxn4F0my8LnEdiGymIkujZuDcuE1gLTdE9dJvzkr6gvgGzmCU2hd4qaCrA/KZkoy0F3umhKv41zbdAiYyEejiQFfAXcLnDNthay3iHhmgQ0swK2jMW5aPaG6Zr2Gl82er1BYjdVcJl3FSaM7y3S9VJPmJgEcyddxPKiqyvAT84Ac/YPfu3Vx22WUEQU/0iRS5qcfWAtobxtxDoZWgmjEi1iQNmU9f+fPpzXqkk3pTwRiJlIZ6mlkim1o3CPZGYxyWQzRUhxHZpibjnCxLYaild/6VgcJYSTtViGPr3htMHjSmC/fJzLTfSY2VUhh8oVFYDkeuuMdI0GEisQhqDE0ppm8bwTQEdiIiqMelrAngCKPWklZqeRACOi0fu+DlpBRlqQXduXclDb6wNLwoLerhjm2eED90f9eNcQGTA36z2ojcOpGlr9OxxGYew0FEKyOM7e7TqTXnwViMn6bfcJk6DM04wNo4Tze3EJe//0zlNgUCr4E4i1hPmVcQaMYarbTPklhLZPr9R8niP8PMSlr0l0W6/FTNlWdhGe4ILJbbn7SQZ/TIiPZsp+baMdBIDF7TRy741COoJ1CLIYgEnsG9rCudXTOWBi4gUgDEIFqFE4khN1z2nG5beJn8f0fCDY6AZ5xA4ni0tDZPmysA6dv8b5Ge0uJ7AyRDtpRqS+iuHzdfZrqKZRbIZvzei0OUSIqgX1l2AVKwhYin0kYC92mP65JaTk+tpNSfbNlDQs91LxNnTbEoEtJzFsMthDzLa3GqiDiFiK+aIea7YWQIDWeoDqepiENG8iMdcuiQYn6hGwnX72BP+56Wo66nqcVmPUErkMxIyf3K9SmYgiFhOHWozdkjbU4IJXceDDjYXPz6FsYW7AhObZaRwASidCE533d5EFEM/MtIXGlcnpJso3pOYHE7uoOh3EqRkdejZAXBuGkHmZZ1z6wf+v/P3p8G65Ld5b3gbw05vMMez3xOzVVSSaWSCgkhCWRscSXAwteAwMa4aV8aIswnCEe447Y7uuFCx+244TbcCAOOwNF8sqNN3LhEX2zDtWUJEMgYIaSSQFOVVHPVmc/Z4zvlsIb+sDLzzcz3PVWnNNiSe/8jduy9881h5cp8M5/1X8//edJwg15whkdcyZ+JlHl9Z9Tf52gNjb81QKiPIYtAJREVQI10Redr3+vVF6vhrXs458NNPPFqOcBYM77Ox4LDQgbN5w0DUlI6OF8YpIDrhQ428fVApz3OGSjUvMWjOjEj+ZaJExrG648TsHwXMZ1OSdOUe++9d+Wz+ZvPk9yaI+cFSIlXAi8ELoopN2PyLcXsokQWQaZJFTA/JxjFZYt7a9kdzHl08wYzk3BYDsisZqSCsUbpFUdmyBFDTkeTCtS6JWe29eRMZUlKyY1yk2cWZxmoklSWTcYYllzb2iGw9MGxTlXAelomDQA7OFOwv2E5N4HvnBc8OR3AzZR8JyF56JhKGa9VzLfsG+/BZwqZy8aGz0uYJsHCe5gUQdIuKht+bR2FVUSR5TiBs7ngv7tc8LH7Ya/SWJbSNRlcWALl0ip8oXp8ujBl+MH9BWeMIxcwk5IjJbmlJNcjxaEOhWx1+60VCCGC+kgLIE+yhLLQiKZYL2heB8C8lITrHJvQ3nahnhSerXgRnP0qeT/jJQfZMk9am5m0nfvWRduZMC0EVlI5AYb2WAJAbdtoF8pTDhS57hY9lmWX2GutxB/E3SljbYkTy9D5ALINDOaSxHlS74k86Oq38h5N+K18mBWX1WeB3unXzrj3wbVr/e+FCINMYAcXzi/yuHjZSFmIFTUMYdfQQO7m/d4DV3h4GxlvocACH2PATRt1d3WHBOQ6TmuzXXXiooU/hGepftEKPe3tWMJ1FfHbZcR5Sv5atOC79IKPmHGzSoLjjbLgSzbmczYUaKbOk5TVgT3ozIVnWJuu0gL+g9hTOsgi0VHb8BXdYeYkn5oMeTazvHWY8e6LGTfniqf2Eo6twkUCveiev8r6jjaspObb2f02/WBlZPYaEbjR4fzqy9BkZ1/lXpAWRB5WFq7iHHuCHnJ77FoB1sh73mMyrgrF8z5C6NY1FCEDvaKRLMP/S6pHRTNpdc9lF/EmXfBGmfMVlzQcY2GWxwZ41AcVk2ddtMzs118g0T3m87Hi23PHReu4JgIf5EJUclBIyoWgTkaLXl+7WOC1RLhVR8mT+OYOx+vQWT6hYQAnYPmuwjmHlOtHV7Pzmtm5TaStuHilRy98ZUsK2Y7ApEAKYkMgDCweLLhvOGNSJA0gujQ8qvjJMy4mktxrDsohxyZloJZ0ivq3RWKrp+9I5ijhmLmkySjnTmO8YmIUE1JusUFuNVpaNnXGWAVetK0yHs4LHIqFiZmb5VtQCs+H79f8nc97ztYCq4AbdJUd2mCxDu9FmHbvhS0U81IynyYI4UkGwZo6UYZYGrR0ZFWB00feCG+66Xn8Bnz7NcH/PqjfTAE0WxP0sJRyDfe77yZXxxnj6oJ4TlnHaet4BGAR3iHmABYKppHgIIHDTc8sqgqjqj6ylYlILbcmhWdzkBFJ1xQLzvJ4mVmuYhjf2fwkVlU228kOoE61ITd6mUmuBjDTIiFStlPAp0SQcIuMoFjJlq6GrzjY/WX4VQdBH/nuS11ICisoBBxqQBF4+52NWAEyKutVtIlV6TZZrBb9rcjQVZzXd5NxCscxfcLn+liRElu3zRr5rxqc1aBICsebfUEB/Gs3DnawFdBpH6dvSOHiuiCsBer7xYusoQmsa+urXOLrRBgWDEVQYgjKEZ7HygI8vHQtZljNhg0OLNFxd76/2NLd4rnq45F23D8umLQHVK0srI1pCvJuKcUfLYbcd1zy2FbOX71nznPTiOdmfV24NVGpPHQyvEKsDBhWivz8ckHDbXYg2vevB7wPmevWfmo+r/CtWQlfgVUTNPC9BJOuyVJXIW0NgAXvjAP94lMu0C/6914NzgWt+wWgT13qfYc+V8Y8rAreqnOeElGj4y96X9GRd1gBpZId6+4+bxkPRyig5F3zgo8ZjbFwLjY8N4mXAwoJXgZ5O2lCMZ+wVaHfXQxSTuKbK/zr4Cz7E7AMnIDluwrvfSMT1453/Xf/c7BGE2GqLIj+V5mHIrzQ8536iRgejnYIb3n4Cg+M9im9ZFKmHJcp55LjZr9KOCIsN/MNTMVhTVXJps7Z0nNSEbLFdaSyZEjOtppjvWTmYuYu5sgMGtBsvSB3mtxpZiapaBeOkc47WeVj0+P7eoFZBKtVhA/ydyX40R3cQtrbWhk4fhFVWlBQWVRVHUsjzZYbTd6iI9w8GlPmGqUdf7HruXTk2MlAOoerXhDOSlzlLOdQlET4QgaAXk+pSh90nX1wuH8hVvzxVoooBJF1XLCWM9axYx2bzpEaz4bxXFwAhwJeHuDwGAVZ7DnUgv3YcmMguDkAEQU5P6ABr1K6lexhaSW5WXKPpfBMipDdi5Rt+Np93eI+oHUV18y2+moYVe6LgLYDsrHFOknW4gE4LzrSeXW0s9XrlDH6fPPlB7QAiMD3s969zYKF7wq6WdmttKE4qTmMCsY97XW9gvfP5txbOo6k4MNbSZC2ew0g7OIe7cKvNsEMfEfODWhUOeqmP2EKFPCkSfBOhq+3pu/Svfb8OnPvdwkyfB+IQwdU1frtDccXhwYuSxX6Dhh6xyO24JmDGJctaxYa+kO9L9EFm+FvT6I8331uRu4kTx4MUMP6uizbUbuR1uG04No04voNzZs3C96wWfBKpFdZUVJ0Cy+lWFEyuVMSrG5no39cc5vrZLliKYvX37bm4JYeWVbPbEujd2zjbtForVwRGhSe76pSOBFmWWy4fdrycFzy575Fv6jbWdEppKHD5+60qXdu9X0aPpM8o2IeiwvOYbne7rhqoOe0J5l6Ci9WedCuulcVeB1UmS4fKa5YxUVp+SE15TMuIZJwfaGbvq0dHvWi3UCBjyTCVhddwAf+yv+T3/+Tn19/sU7imya+kQ5+/7XGCVi+i7hTZnl8ucCminIsKYdyyX2TYFNYbEjmD5VgBWomUXOB2fBcGh4CEAnHbjznQnpEJC1ZxR+OhGVu4xVjkrmJKz6xDdvFR5zWEzZkAEqyomaMJDyS3MAmoaDv0A55dn6ue05eIqUNBXU+8FEdgiuzbTKjiZUllhaH4F1Xw7vss0mM0x6fQJQarJUdI5I+t7N5r8hqzh0PsUNp33HbSntZV+sFZa5xpQpGJcBTA8N7M8N91yKeGWtEGh7QQ+NwBF3mcGKiecFI5/jBo4xjFM8qhQD2vEIugpuVQ3FZKl7RvpPJAtiwjvODjIvOsLkQDEsYZYIN77mvOjtP4A+Wekgee+YDx/HIcSWVTIXDiyV3u07A1MUShVUcZ0tUJoRnd7hgI8qaIkdXFS+2G1bzz9dFzdHNUktWaWg3fepEM4vR3lcUdbOKuejai0slsdphszZJsnV8Kyqb60o+rIoV8Hy30TeI6B8vHIoLpWMiBf/bqTUSjncbrWnrzrIV0NtdbUJQMXmjLDt6x695OEOnyEvQmhqvl9XT8PUKtDKsrzEYqIHWFsEg6F5v+MH5jH8zGvG2vKBE8Nx0mdkVHmwi0LNullgvgmREPTvmIsnwHMQK/uj2gEU9gFvXT+3saVUYKK3gmUXEGzYLtnc9+4e9DSXdaXy/JmvcKgqsHec6baj+D0V4rT6ugF5dUCcc6Czw22VZydu1ntud0/E0zzTZgFzfAMf6tqzVQiAU9377YME1r3jORy2g2QPbdVvXyBvWg7NWt3aiNnJ5MwULJziSYSbADDxtbC7EUlfZ63DOdujCTJFajhTtpuI/Ho84awzfE895Z5xTOJjNBLrV753+qaTiGlrHCQ3jWypOOMuvP07A8l3EOrD8/r/2PyEAPTPoGSSRxMWSciwpRhKbQLFTPZSUx8YOuwPjnTlH5YBYmope4RrwU0+L5F6zE81422bBzWKj4jBHzTqF01zPNrmebfKe7ed5WN6k8IoShfWyKd5TOJRwnNdHvCJ3eTXdgEZ2rYhbWsOOPNe8d2FZAC+rGPAd3mX9MnGuUr1oaBlBhaIPSEQU3k6i9X5Oom6W2nnRWELX8Uyi+C4MT0wN7zkOcng3I8HZMhSDLRQ8P5T8RSooZeAsf/A4Z9t5djBsVKXz14RCZaAXoQFeAFJgY98YHXjlmUrJC2fgRtpSBRDBDXB7KtmZSDZnkmEmSHPJeC7YmEnO3xa8MfQSTlgKBZkGk0oWA81k4JkMPQe9S1EDVCk8cVXAWfPG23BWScdWEjSWyyr9lhvNoR1wfuIRCI6HfuUBty5r3Fb7qK9hKNpcLmuk9QZFaz3R2cYaibmVLm2rAT90ELlaVgPvPc6obhZTenyLZyysgFmPC9vPRoeOQQGFEJXWt8frbpbTK7Fire1V1wmwBkmvhetFPStSxXMi4ay1PKgM36EyPuWGzf6aY63BDtIIWr5BYb2+wkI9N9+L10rutDm3x0Iy8YKR8Gw6x+6x4xFR8hcu4eG04MHzJZcPNc/ejCud427bZeGa6zQYeB54sOQo0lgPC1ujry6oD9lvj7RdZzs3E3gDFsVBKTk9MOyL6I5Z9fq4Kqfi7C75BSsZ4mpGr7s9TcF1DYRrYNvm7Lqe/KFolTbWGV2dBbBZ76fp53XYofpcEVSLhAXdk4frc36FCxSZZp8yZLd1T+e7PWjyEvZloIJdxJKS8e/FqKMiAqEmY9c6zIbDjlzzHgJWaGpeO0BxONW8PNTcPzBMyz5nKXyn8B6VO4Rxy/M5AcrfcnGSWX79cQKW7yLW0TC8DkL69YNHWodcOPQC0tsCM1DYJAIfUZyykIQn7tYgY1omQBKAkTTsxAucFwxUiarSQ0NZsKtmnI0CPWNqg83o7XKD/WLExCRIPA/EtxtVjJSSzEV8dv5AVdQ3J5UlEsexGTSFfXUYL3FWVNlKx8JGFGaZ6rBOcuGGRmH5EglqIRqgXB4nyKFBKYdUy8K4pYYwCO1gUAHqSodZ1OCnpiMoR9yzcM2KUCreADkvcEKxELDpAnicSsH5MrCp9iPYMPD4xPGWSUZWvTAGDl6JFRcLyy5BousI2ZkJFx6oMj7NFLIJ08Bad9slRMjcHG06jjYrrdOqnyBkdndmklNTGiCdlJLNHGSmEIfLr1st0+YklNqTabCDAW5DshhaFhslR2nXnQ8gbnGV699HWYqxErkX1r0S6aD53YrCaBazuNFIFsIjB0UnGxyu26ubpvRDSkfpdAcohwNU79DqJe09UMpORb7XYaZheWwoTvvuvizoWQ+dGMFtITltHfdNDFfiCHOm6LyzXeRwcXe71XMFUXb1H9a+FqqiruX/8Ek35D55zOlGauBOG3/9ogPG1yyrNXmNEPwbxvztcoIAnrA5mRLMM8k7zoRZqFR77gRYAwiVJLHnbY+XpIln1xXMnCTfkQ1oC0n11mBLCGhZNnsCj7mm4d8sNfenJV8R4X5pssW2BUD9crC9rgNWM9C+4VTX+2tAdbV7oddnrpvdOqpMabdPQ/FcryF+uX17O6fDMoPgs9dS3nUp40FV8oKJO9s2yhUOvIVy3AXfdaHk8vg0BZ41t/kqER9B8N0s2GghX1kIHB5hBUdecgoXhJ7jNRe6fh5XsjTCgyw8ny9T7kunvLiIA0e5zqS7pT62LFdJ9TWV5k6Ul5P45ooTneXXHydg+S5iXWbZRdUUu/VNdkPlISMjvEcvLKe/YPFfEpQbitm5iKM3eHYfmoftq5Fd4XRHWzlRwbXvUhye3Kp6GJ7Wx7wpuQZA6RVXzA4vFacZiq7VVOYj9soRzkteYRdZZa4PikEFzms5sao4rK6KraZl7tk6wjjJtEjIjOaB4wgPPEdUZWkEZCALjd/XOO0xEbBdoOMuuKwzzULQvFRdZXAhZMgESuEpnUS16AXNSLb+jgoPkePTWxEPzy0f24kphCROCi4tPC+OA8A/N/O87dByqgyFfNciwe9vxvw3+wX3O1sV0EgwoqP92shGtUOsvrBrF79mlR5lwWnY23Ic7nQfL5Gy7ERz4kIwnESkU42aJESZIilCUd5WCWIeIfaWL9caUFsFRnnyyGMSSTnULAaW+YYlHy8pLBuLIBt3MFrFbXkW4Qq1fLVKTzooOu23XjQSeDVgbn9eL7O9rL8tAh2ng7G/WhoGdCgc62oFAD4RJfyNYsF/U2Z8zjueXMtL6O/4NT5/HSFDWR+HyFelSYSZi+pv6Tuaws1nbRooPtx4/Sxkr+0r3SuqTH2rDVfRPCgM90WGz2YJ7xhkWB/KLK7s65VMZx1mpHCnBN9xcY4DbmeK06ll6mSjirFO1aMf7XMX3nMzVzw6LBgnnsWhb7LIXgh8dOf9NOFC/9SayziP1917saOU0T43sQR8wvm1oM7pblY/0DC6Weo6o94ZpPTu/b2F5lahuDcqed5W32cRssYdWcKKntHsr5J8MSmNE1+7Le3YQ3MLxX0YtHMYGahlsmx9XwGdC+y4lx3wcqXwutzwvMcuuHdgEAKOs6ByoYruoMrGEpXZMEgwLgxQhKDciJu++57v/cd87KP/15X+PYlvnjjJLL/+OAHLdxF9sPy+7/vHjaakV4J8W5NvCVQOOvfEE4uqCiGE88RHhvjIMHkw4fHNq6H4rhywsBGZiRqQWDhF4RS70Yyz+hjrA+e48IpUlk1RjhKGh6NbXNIH7NkxmY2IhUXiuFrudKbgjVfs58OmmExJh5aOzSgjkSWm7+xXzQFuxsGl74y5QCFgMa6yCgUdoCnKoAHqVBc4Km2JpMdZuXSAa0/TV387JRuTD60DgWSxiMO6PSHSZ8eaZ8e1frGDkePq2BN5j3eCm1LyEZF2QLZcKD4epfwf8llDZ2i/sNqV4u2wI0cSlR2FD9Vrz52somtA3WRorWKuYuYajnc96Zk5R4XvcIiVdNw7PAgSbMcJ0TSCWQyzhLgMgDopBWImEftdZPEOPLbqrjpbXfd1B/TWzW2/6O9wDkspQNFZ5j2Nw19n/bg1uwC1YHLzr/CBBtGh92rfcXb0nuok2iniNY0TcKg0v52M+Nv5jAdsyZMm7WLhdZleVw32evtqA1snu+AAqOyvRWebcyqYPtxEBSqF8ti+0IPo/V53KuZrwOz9wVyvYOxP7YAH/QTnYVtYIuHZXyhGynE0aRMPuqFKy3ecL9EC/tP1ITuJDWDZLweZAXyK5SRRJYO+7naqQfFxdd8MUk+2Jp3fAEIXUKlvOftBBXbb2fW1x6q3b2V+C1a0loX33axxlaVuF+LBeungFVDtaq1l3zgUXj/SPH4mJxGuMYfxqvXsqbLGsqwKAxsr6Qos9zW6AWT1nK2oG1cWivud4T4MzxN3FDFuSsXDznBv7njWsaRgQFVkzfJcneB7yxnnho6FEQy0Zyg9ExUKd5v+976iilhE0aLOiTBLEGRTWRnAnMQ3X5yA5dcfJ2D5LuLGjRvs7e3xm7/5mzzxxBOk145xcYwdRdihphwFeoIZhIrwfEuTHnj03HWmreyljEhatuSCLb3AesmzszPMTYzEN1ngs/GkKdaLhGEIfDm/wOXiFPfEe5xSUzZkxswtC8QKr3AE4P3Q4BYTmzJ3MbnTjQwbLB3zBmnJpl5gCf8br0IbvMQ4hUNgjGRg4XoisLsmmJqUEpmFLIaoxPhd0gU9ELiup8bzxibaOsn+wQifqyVAEcH4owZkZanxHsp5BKb1Qooc0bDEFCpwma1A6CVNQwiPUJ4y08uMiQhoSZSiySLNxGs8xNsvYuXZSIrmQVE6yTAqiaRlXuku216meWV31ba5VcxbxilKerIyaB7XroNKeoqhxo0cs1FOJOfMTMz12Wa3X3EMSs94qhnNJelCES8kSSkYZUswUxud1H0UJyUkZZCMK9USRNPFXK+ljvGq0ceh7X0hmmuyPJluylRQt7+13Zru9QSgkStJkUPsPXLWBfA+8vi0O9MhZxq16ILectwF9Sun7EPms784qSgwi+qeWpvR5A7LXm/UwKbdLA026S7sG6y8oSzBwzNZzKODgr+cJTw2yHn5pn7Vhp3ecWwljo9fGzK3kmIhsB4OI4ltSf3dDdA3KUST3rKBXA4sKkk4lbuusx/g+khVCjrOSrDkzrbAbg3aOuvJ3mwSNDS6sL3vzDgtj7mGWiBqWkQ1oBQQT2yjxAGwf0PCGbhHG54zIevqIiq1iiWtQjhQPY6ycNXlFtWslwz1FL53fV/Smu8sci75AJZhCcZf8Zr3kHPRGJ41cfAHrxtbDW5kKRCl5wFjOOsdt0vJJ64OeP+lOadTw43KTCYUQvqluYnqfR8qN1EzUEF7+QQrf9PHCVh+/XEClu8iJpMJURRx9epVrl69ynt+NCafOg5emfHSZMQrj0bEh4J4AqLieOE9NhHYRCC8pBwInrj/OUqnGmc1CKoIQeM4PIGl8MxdzMQNSEVw6yu95qAckTvNlXwbKTw7es5jgyvIXurNeUEkbNBsZkbmNZMyZaZjCqvIbADUg+oJHYoAIZGGi8khttJontqEo6vnEcDLg1b1u/ShUEoRuHAe/NgySkucq3SInWiK9mqbaCer1FPZ2pfwWC3xXiCVWzrhtYqIAIT0nNkJ/EtTud8VRlMUXUCIaT2lqy+4cEEVQwKHQkL9cvJLIOY1K6hRbxVN+yFoHp8ZTImlwaVhw8KpxsClNgbxPhiZAGuBtPeC0sjQT140lIYkMuxlI2Q9eyAdCxN1HlRSeJLIYLXgaFBwROCdz4rwovzAk8nKy74pHGwAoV8W7TVLltH/rE+58FXRYTtCtqvaztZveNGVnVvLdfnaoxCCYV+G5WuJdRnp/ioSyurcVoXQqqhP905UhRq4VXbknf2vAd793aynG4hmxYFzvMPlXC4098YlNwpFbiWRhGv7eu0sQx2Xzlr2M8lhGQa2JYKPTkfsnVoDJtecUyckuMq+29U0ngi8fh33QiujvAKCK1pFJ1rXsJ2trjPT9forzn6STra5UcOogXi1bx8LbNRvSOvwUmAdzL3ggjZ8RcfN9VqxsO59Rer/XeTveB/W6xWxxBSw234HVOdeSAkWNrxD5JWEpwtGPadzy6NZzgVrGVVumR74ZD4EL7g915xJTeArexpVlDqclsimsjv0jTAO29egPolv2jgBy68/TsDya8RkMuH27dt86EMf4vHHH+cv//Iv+f/8v/83RqcVFx5LOO8N78gm3NiFL96jueYiosOQOkiOXMgSCDh+UPLWZM5eOSISjkSWjYFIP15e7HJ5scNI55yNJ+zoWWMeAjTgOhKmoWYAHLuIiUtJxXKKrHTBiGRLLiAKMjALGzEzCYkyaGEDCBNFld22RMoyVjmD25fweA4fnLEtNIs8Ij9Ku5kuAdGwIIkCd7bWTR4nBZGyQdnCB21gt2jdblXqxBWqYWf0s9N1qGjJAdYVjSQrIpyVgTdcfSpTE17IRoYXXClACC66QO+4JWVLr3T54vI+TM+3KRmOkE0WVHJt0ADZmu+thWiK7NpFivXDxbgAiBcmoqz+hgCiC6M6nOca8Ndn6pxayew6LxjqouN2mNmIw0VFsXEwj3yYPWgB1XUFe3cqYG8v9tV6bSwqhEf2ALXygj4G8LnCF93rLUx9ocOP96zQMEQhl4OlKmzabb8sA+UJoECwgV8dJLTnpKtYtbYGtF+RuesUGAqwQ49tn7L0FNNwk0TS4aRvqBidNqwKCjRT7ct9rTbpNWPNtfPUkmrhw/dkBZZAkYq05/M3Ut56KmN/IVmUsrMvryWiCCeYJp7dbcdf3Eo7+5+VKny36mtX/1Z+2a8CVCXLWIfTFd3BLYFuoIuIrjKKEiugV5Zu5RqugOx+X4gavFFJmwXA57VYcZmr6xWav134ntPKogLYtFcoukYL2SYSNxKYRCC1551nF6TC8ykR37GOEsLx6+LAdlv66whfaSPXFAoZ+v54KtlpgeWKkkziw5NkriWbhePRqeGSMWxWSjKeoPi4LySXheY5F2OVZGQct2eS+zY9A+UoakpF1Y/C+vBQcHSun54W/On/+n9/lTM9iW+mCJMLdweCv46piG/pOAHLrxHPPvssAA8//DBSSv7Ru/8JQmvEYMD4/jHDHz3FRW+4Zwr3Tg0Wg99csP0Dl/l3w3M8e+UsG1+Myd+0aNlTS0qbcD455oFTe9wux+yVI/by0dKVDcHEpExMyul4wNn4mNJpcq8pnWIoiw5QBji0Iw7KUTAxkcH1b+66REopHJG0zGzMopKj09Jy022wG88Z6TzsWzjiwxSrYLSRMQLcWPAK25SFxhuJL0OmNopso6JQ0wwGuuzwZYVQpNsZZaGxhQwZ5joDVCdtrOiA8DqEdMyLCK0CTUW3qBudAjTlUcNqoOAFtpBYoTlrwtv7SqyhoDF56GSr2v9XTVsUUXMOaWTYiDIi4chd0DB2d6B11JnXuBosmGrGoA7nBYVZXr16gDEtYhLVh52vHqYFwqWDUkNRamwbcHqx4q6otEX1M2uwlnrRB9uvZb8dVnqVRnvWX2c83opu9k2sglBK0XCPM19NCddArh19hY5e0RRUoLo/QujvRneBAW45cFpHqX49sXbKupVhrLPTnSS9otIm7m4jF8H9cAPLfcpw0ykuDQyfu53gPZwZWL54q+e40hwj/H3+oqU0cHWhKTeWphYuAhe3pPdE9T2Je7MUynd44bWSg7Th/oTAqW/4wXDne+U13tLLgjvRvY/cGsUG66EC2sL75sKJ+v+KQrHCt62fT2L5v3AenbF0snNQjiX5lkALz7tPzdnSjj+ZD7k2qmacmoLINfd3r8iz/n40HPS6r/ucfwk3heKUd2w6y7FUeAFbuuThMiQvHjSGB6YGQQDHx1JwVWu+HEUsFjrYdtfHVmHQsjfXeJ9zamC5WoRCv0ZOsFlXQCvj/B8+8/9Yf5FO4psyvpGZ5Y9//OP88i//Mk8++STXrl3jd37nd/jhH/5hAMqy5Od//uf5d//u3/H888+ztbXFBz7wAf7xP/7HXLx4sdnH/v4+P/dzP8fv/u7vIqXkR3/0R/nVX/1VxuPx62rL1zNOwPJrxLPPPsulS5cYjUZAyD74ooSiZPJMwd4fneXzDw/IHnA8Oljw0MKydZwy/cs38FfxfO9wD/1t+3xktMuzx2fYSeZsRRlaWsYqYyhz7kty7kv2yEYRCs+RHXCz2CB3msJpxioP+p2yJKXEKsHtcswn7cNciA/ZVjNGMufAhDY6L5hXpECLZFOHYr3Sq8bNrzYhASic5tZizOXpNko6EmXYjhY8limmm6bJgNZfGqVcSGMmAThli5g8j9DaEkWWWHd1k2tQtTHMoPKQMFaSl5qyqIBnZaHrzeoXU4jAwa1rSoTwGCNfnV9bq3AIOGWDEsbhSATptOoFKCvZJOQyyyws+AiGw7yz32FUsqmDSG5NYbmRb6y0td2v9bXoP2xqY5Lm/VudR1ZE5GJJLTk9nAeJr1Y7nJcUVjb89txqYm1DphrIdTcTvOyf7v/WyhWwWxa6cURcbniHfgWECtQab2T3urlgc+47BX5dQNPs3q1X3rjbWCARWGLnKNRrp2lf8xDrPm+n/aoYVEhu7uWywM3VGbewjov9ihPdasLbr2Q8kX4FRK+YV9yprcAUyYtO84A03MoUL00jHtos8cD1iUbmLY1c7/FaUGyF++7U6YKbU818S2JaWuBNlvxO/dcHvnWy2YGeBae7S9VA1i5kuCFbHbE6MyCaLHH3f1Yy0F726CGt/mwvl4WloVQ4j1dytYLPtgsLQxu9Frio6yoYT1znS6UXjngHvvP0gqFy/Mn+kNtRUAtqD2yE8Kh+kSnLQVMtFYcE1387t4ueXfj/pUjz5qLkr/gFkYUhvjEnckAJvBwpno4j9qUGL5prr103S44IHHN1LDjKJPdvldw41DglUNVg4ux5R7aA2Vyu8MdP4lsnvpFgeTab8cQTT/DTP/3T/MiP/Ejns/l8zmc+8xl+4Rd+gSeeeIKDgwP+wT/4B/zgD/4gn/70p5v1fuInfoJr167x0Y9+lLIs+amf+il+5md+ht/6rd96XW35esYJWH6VcM7x3HPP8Z73vKdZJpQC78KU3eYGam449XkDX4D9rYRn3hLxxA9/iXdPD3AvnGF6+xT5c/fyXXiMhNujMS+dtdiLU7ajBVFsSUXIAgxlQSoKdvWU++LbZD6m9GqFruG85NgMcAhuFRtI4Uik4bAcEknLQIap+loorHZ909Xjc0NnGCdZuJBdXtio4ddaJ5m7mOFehEBQnp1xOp1hvGQvG3Wm96FKgrjATy2MpMgi8tggBWhlUcKTaLPiHqeVwzqHSKone7p89xijsEbhTJjv7esdOydW3q5COpT0jWJDnVkWHjato6hfVnXhoAjKB15UerF1saAVuNijnGyoBX0L6vZ16IcUDt0CocbFHM4D6oha56Fa2fH2vttZW1Fl0dvRqJdUv7fiBafSGWahEZxBjzJgiLNqeU5AnBhMubwGQrq78xJYSZ0uC3h8jR4K2UWAHmTeRVZegYv72T6Br6XXKkAq5JJWAwTgmHa3s4CouNTTUoCFLee4FbWuh6SrAAD4Yc9CjTAb0VnHCnymOucTdCN85/8aZLzRl1yzGuFkNe3fGijFvtsGXw0OvhqM0c5u9j+qlrsoqDI4IfgEA267kpszjdOCS+OSGwtNpiTj0nRpBipc01h5NlLP87cVYtQ7SF1qUIE0CPeoE61BUA2Q21/XCmxuOMNbdzJemkbsG0UaWTakJS8FxorKRKYqlmw78JnutRd3k8oXNBrbDch2HjnrOoUK37rXKmAsfKXz7ZbSdsJq7LDH3a8H2CIA9TjxvOvMgkh5Pn404hhVfb46A9Dpq4o24fpKKv17RFQ60FZ0THJuijDHsY3HAAdIrmnFcwPNgW49c10wxWmHi/wKNcqMBOmh56nrCe+6f8FbL+Z8cV4VJ1vHPfdYxpuwdw1e/jwsquLN73/bL/AfPvc/chLfGvGNBMsf/OAH+eAHP7j2s62tLT760Y92lv2zf/bPeNe73sXLL7/Mfffdx1NPPcWHP/xhPvWpT/HOd74TgF//9V/nB37gB/iVX/mVTgb6P2ecgOVXiVdeeYU8z3nDG94AwPdv/TQiTcA5hJQUj1zAK9FkLOKjAq8i/tNTb+BPI8fGhTnvfPsrzG5vMHh2lwsTOD8RXJhEuOe2yUdjnj2/IHvggJ3xlEvJAWldeCc8I5FjvSDz4UnqvMAiKa0KlA4vK51kxaxIOCoDz1AKj66stO8f3ObIDJttFYGGgYQxOdZLvjI9y95sSKwNkQqc4Iu3NR7P9NKESDoibDhu5fBWg1JvW0Cp+k5p7TBWYipAMy8itgYZSZVxzk0oi8rK7u0nRACRcQUqnRco6RhUdtiF0VgnKIwOoKrDy61/lqmt0grUXJJ6OJYSUYhqWp8lCKyBWv3O1B43CsdvBhAEUNqO4K7nVjLJ68JU+zGVUkesDcOWxbdtPYxsRasQ4s621v2QwrNVcXjdIOzX2SVYldpxZnPa2Z9xktxo2km6QVJQGE1ZgWpnJbYIf/vaRvwbEdXgpgnRQaoroJcWF3haFzJZz63XOIxQboUX32fSVJ4RXWDaz3pKzzNK85AtuYTlB5jzET+kvEsZgD54cn3TCM8qoF6T1W0y9/W9K1sDGQRfETGxghjHVuR4cRaFzGXFUa7BoCwcDCW71X2/P5OIBIqt1sxNBay6mUix4kC40gUCSDzv3MyYG8nnDxOcgnO7lrfdF27a2UJwNJM8/0pE3tYJ9oTMb32TShEy4dUoz4tAG2jLxTX928sY+9pzvv5fhUGayoNmcJMlleCjGmR6ohjSgSXadAwiT6I9kfTEl8LvSHu08kQquBv+8eGQWTWIDMVxIgxiKolN0Z10a7qoM3nRcMP9Cu9d9GfetMTncBvJhwejhsu8MhNR3yNi+blNKkWM9sApDtfwKFP85dWUt1/KmN8vuHrbIUvL5WfgTd8Ou+cFu+cVz3zacfsKeHl39/5JfHPEN1OB39HREUIItre3AfjEJz7B9vZ2A5QBPvCBDyCl5JOf/CQf+tCHvqHtuVOcgOVXiWeffZbhcLg6kpESubvN9XcP8BqiYxjediSHhvxUNW1YSo5vjfnDW29GRA5xyiHOelIMbzr0PDx1jGaawXOb+Oc2KGPH3rljzJteYLA76ShhNIcVHoklkSWnolmTdc6dbvjHUHFiveLedJ+3ppcpvGLiBsxcwpfn58mdbtwClXBcn21SlqoBSULA1lEZpvxGBrzEetGoLoR1wnR8WcolN1QQQGz1RazBmRDBDKUGslFlXpJqQ2YCDSNvAee29bNuOfzVvxNliJVlUiR4LzjOEgqjm6y398FcQy4k2i3NI6QRS2BSARJhBdIsi/uaIiTfmc1t+MftUMKzGS+aDLPxsgHGddQyc53t+jJ7LRk3WUvJVVll2UKoUrhOprmwuronPFEW+i9PK/54pRfsq8x839raEwYm7XdqrCwyXZrczMuIg6NRsz6AMxJvei9G1eMW+KqYrs6SNwWVPQCzpgCu4by2B2A94CiK5bT7UQWANu3dpBxXY4Wy4pd0ivayfrhY8mE34rvKBQ85w48xJXPwiSjlFR1V58Iq6O4d0GswurtMFgJZ3OUL6jVWEw7GhO/qPJforJYB8511AE6NLZMszBAhV0H83b4yG/DlA7h9R5IxUI4/vj3ESsGGsjx2Juf6vmLvSLE5cpzbNeDhqReWJh7haxWyzs1gIQqgs/NVdP6ObWvWUwI70B25N+FBZaZDJ9jchQsPOwYjSAegFEBIYORGkBtBaQWlhSyXmLmgNFBawRUXMRupjkScnoeDtQGpi3rtr74qNg3guGPdvibDDCxNS6SHWRj09aXlOucvPTYKSkbtfYfCStEYyJiRp9gQ6LnnWq5J92IeO11g71Pceg72rsPkwCNVuJW3Lypu7ofnwfd+1//IR//0F+5wJU7imynqOpm7XRfg+Pi4szxJEpJktQbi9USWZfyjf/SP+Lt/9++yuRlkUq9fv87Zs2c762mt2d3d5fr161/T8b6WOAHLrxLPPPMMjzzySOMi5rMcoSQohT27ja04ffkpyE9JZBETTUA4jRk5fOIajllNVZgT8xdbntuPHJDKkjMHknNXU8ZHEeqVbRavvIOFssjdCfrBm5SXjki0qQr6Kp6qixqgm1KyoeDh9FYwOzEDbuSb5E5zWoc5sljYSpt5wW/tvYujRUoal+ykCy4Nj1iUXZMLITxJprAbOSOdNzrMg6jEDUKG1xi1SoeoppmLPGQnBaGQLI5NkyntS6ENKxWNcRxeSI2zYSWpp9ZslypDrAxplUXdTWdcnW6FojkflDeslRgB531QwrjZ57NWTRe2+qlPQYA1gsU0QeqAqKPIdkBrPxp1DAjT0q0ImfKQTqofULVldfucnO9ql6oeUIYAZmO5TE2lapmdHlT6wW5Y8vDoNgDHeUphVcVtDr9rYF5ahXUCJbsZ7LpN/az2qz5W+yomTlTT9tW9rwArkFn3Gjjcaq9qH8BCM0EgEItumsxtmWAeAhw4By/D0BK0uVvtXbEqFquZZJupbiGgFeiJ7Jyvi/wKcDSb4ab5Y2JeWkjuzwwP5I73lRnHJucjwwGzdZnmNeD/rqI/qGB1sCFqDbBWqMKz6cI9Uxwvi9JWwntOjSw3JmvI0U3mujqmXF5X37/2DV0jbPSQL3kgKnnyIGVqFFp4vmM3Y1FKvnglxnrJlSnMpeSRUwVPXwszLXX2WJruQEz4VeUThFjygutndXVO7RGvi+RKBtprGdwsNwX3vwnOnHIcLyQ3C8X8SDJzgnkhKaYC26OgqdJjY0E5ENgkUBhs0r0uwtIotzTNrZ43wlaGJA5yBcV27zvXm7EL7fWV9nN34Nt+flED7vqD5vr57n0kPWYQBugPYjjtLX82jMl3NHoR9v/CUcQw8jzyaImYBZ62zQUb5yXOeoqWRvQK9/4kvmnjq7G7vvfeezvLf/EXf5Ff+qVf+qrbUJYlP/ZjP4b3nt/4jd/4qvfznytOwPId4vj4mBs3bvDe974XgO+VfxsAX+GTcitGz6tpqyqD5CWoDFQmSPYVNlZkZxxslctUBuHhZJxk6hLmm55Xtkp200Perm4injkD13dwt7Yobm3j8SzGObNLB4iHb+BSz9Vsm9141iheSDxbasaunnJPDG8ZXuHQDrlWbpP5iFNqSipLjm3KJI8praJcKCaLlMtHWwzjko1hHqgTTrIz9wivKM/MQnurqqTddM52Khpd4aMs5dZBunSEEr47OABcoYlj02Rma+B7p6mdhl9dZVA3oqzZxniFcYF6Ypxs1nVedlzztPDkeQQCzvkAFC4nGhf55iUj3Ks8KCR4K7G1tJwTjHRB7paDitxpZiZkwXRVbLcuwjlX/1Tl+3WWtwauUnh2knlznpmNltrb8KpAvQ6dB5BjxoZhJe1WuzEeFQMOF4PO+rMsrookgwazEJ5RWjTZZyUdtlV814l1FIF1y7+WaO+z/qmWC+VDcSFL2sSw7+52t23p00t6eOJu4sWB5sVU82czeO8i535r+dHZnH8zHnAYrwHMVZFVI13YP6AXQS6vDYTtmnu2p4gRsobd87FJ0KG2DrJqMOG0QLe4wMJ64qFiEHtu2oh8o7K1rqbsm/3XGfDOSGKl6dS1nF56HrM5r6B5QcSIgecdo4xUO/7waES+vbQKf7GMeKMoOLdrudJyqGy4wc3+l7MmYcAbstcrxiEe+lYyTY1pa93FuZT7LhrecKYgM4LPXk+4nEcr+1MqFEKaAbhYUI5Cu0K9QzuD22tGA+Jb/eZAL+hcJ1UswbGwFedfghm2ZDuq3/0BSmCreOywSs5IArd5TSEh0kPk2HSGx48sFzLYMMtmF5ngc5uK0ZUA5FUBz+0rxg9Z3vDtVZ9NPLdesiRDQRQLXKQC53zdvX4S35Tx1dAwXnnllSb7C3xNWeUaKL/00kv84R/+YWe/58+f5+bNm531jTHs7+9z/vz5r/qYX2ucgOU7xCc+8QniOOaRRx5Z+UwkCfmOJtkPLzQXgRkKii2WL0EfMgrSEGS8BFCVc8dxV5O3vhkPU4V82x7REzdJnEG+cBr/8mnEcYr68gX8l88jpWew6XjpTMnh+YxhXPCmjRsN8GrHzWKDm8VG0FGWhoWNUNITVWC9PQ2jlUWrMIX/phsSUNw4nyNNQiQtZasUXIogDXd5vl3xgKv9SPCRq7Ib1bS/gI1qal+2wGFhVUt+6w7AuQKW7QJFJwUH+bDZj8QHm/DKSldVILvm2J6yIXs50RKvffPy9xWackm4VsJWU9++arv0TaHgujBeMi2XDwspPBcGx5xOpuFzp5jZmOtOVsBzCeZVr2hPC0eq2hljQ+EU8wqM1/2jhSNpGdoA5NV10bnC43GxQ7ZA1WvbWYf7UwhRgePwuXUKY9WyH+rtrFgay9TnPioRyjd97r3Al93jCghOj/0X+JoCwpW2VtPLHXpGL1qJ7NaGr/6/d1QmKq2jO1FRSFrriTVc0Zqu0YpSwx9tDDhXGv76LON75hm/k6TQ4nPKIrhKts/Ut/+p/u6raITjrTmfDlimk7kWPvBSh96zKJdozUvR4SwDuEEAqNNUUkbizuoX6/5v96vw2EHFbJCe/YVkaB3lBryRgnuV4U/MgKNEkcx9c/0zK7m1UFzaNVw5iFpfuzWp+N4Ap6/Z3N+sUaJArHB5hYOtoaWwgj9+OdR2+FjgIijH9W+PNLJx06tRrcpF9/6tQHOdca+vh7BdGkZndqPO1gPJnkQYgpybDzQOm4qudGKnr5fnJwTQpvNIHwpoK6mW89bx0NxwoXCMy2UZgAf2lODZOOLti4K35CVPuYTk2FVycWG9Lz6t2SnnZAcW7+C+tyrO3K+4dk1Sjk9gxLdafDU0jM3NzQ6o/WqjBsrPPPMMH/vYxzh16lTn8+/8zu/k8PCQJ598km//9jBC+8M//EOcc7z73e/+mo//1cbJXb4m9vf3+fM//3Pe9773MRiEjJzQGl9N4amL5ylHTSUNsgAZgXzrEaVRFNOY6FaEngrsyDXrhR3Bha1jBroMihQmwnvBTlVA5rwg95ocjX1wjnrwxQB2b6bEn74fUSpOHyrOHGr8MylF5FG7Aw4fhNG9V5E68F2PzLA5H+cFCxtxM99gdzAPnF4EizIi0YZIWqZFgq0Ky3aPJE54jgYSinD+p5IZ5wbHLGxE4TSFVUt1hfrcLKAEPpfhxQGgPJMsaVQxIhn4s+0vag2aTWva+k6ZWlOhiPYgY5onZPlSE1kIMLkG7dlwlRLGyku9+l1x+HzksSmgHaOtrJKnC1ST3c0Zm3qBFD7I760gmWXB37iec1WwqRdcizaRossnbzv7yapfEmk6BWLGdakxUviq7/qIqRokVMWDkbQMWvQM5wXTMulMIddKGw29qH5x+jtkku8ymuK52oCi/Y6X4XidF79jFTz3AW1iEXH3O+SdWOFNe0eH5+s8K9lBj8L23MhEKbo0DFll6Fohc4nMevta4xhdA7EbsebFQvFgafnhw4x/u53iWoD5VV9RfnUFUWdRW30XMr/9zgpfuv7iYeSYF7IZ1ArPCrhsauiqTu5TAOq/O1lNwdpr6CIaTvRlrXlvmfOEyniTL3jaxbxCBFHIeuPCgNULeL6Mec/WguHQMS2WRXad81l3e64D9dDoqbe7Z+X29vDSLOb8eMFwx7NfSvIdQX7aBdm3KmSxSqdoBicSXKWB7HvZflG1o/naiqAzXW6EAZGLAeEry2zRKQCsKWJhMEAzw9LhNNfta66XR3vHgwvLfXPP6dIxbNHMrIBpBDeGsFHA+Tl8bDCgnAZZufeInPeLOZ/dSBG3W+fqBZNjxdbY8PC7Y+Kh4IVP51zZS2EHPv6//19WL8BJfNPGN7LAbzqdNv4UAC+88AJ/8Rd/we7uLhcuXOBv/a2/xWc+8xl+7/d+D2ttw0Pe3d0ljmPe/OY389f/+l/n7//9v88//+f/nLIs+dmf/Vl+/Md//L+YEgacgOW18fu///uMx+NGMu77kp8AIRHV8/v2d1/k4M0Ei+sj0JlncdZzalQpJmyBuyg4nqeoLMa7UBiFF8jIsRUH4IWCcZQjhefh4S1yr8lc1CkSs0ish/JMyY6TkJa8+N3X4KVTbN9M2Jgq9I0N9m+8jf0/eysyKYhPHZFfnCHP5838Ws0Dhiq7iWcc57xj5xXGKmfuYvbLEYfFgMHiIsVg+dSuM9ORsA0YzF3EK5s7HACulPiF7mbf6oe3E8ymKfNZGgCadIwGBafHsw69oJ9drpUwjFMdgOgQRNJivVzym6uscjtb6o0A7Uk9HGkRqvnz5dSkl6H/vWBFbUFWmd+osuw+N5xyb7pftUtiEVzJdxqLa4cgM1HVL5qomjcuvVoBoBIaO2wI/EwtLKeTaecBNlBlA8qD3rYilgYlfKOe4bzE+UpzuQy6xiEbv+wvKWBaFUI2x6yOL3vTuXlPncQYuWpmEruQ2KtNZaRHyN7MvJEroEZ8PSqq27vo7c9BN0N8N5j/qx8X3AF5LeOPxwPsLOPhwvB39hf88UbC1VgvD9s5l2VbBFSOkq11KoDkek6GotYJf40Yxo7bU0VniqDvlldxT5XxqNw39If+MVdi3WUVFS1CeV5RimkuuM+XvKg1f7atccogvMArRYuCzytO83YjuGfb8PTN6jstoWMPWWVuhV1mZJcf9Juxpu19Xq2AK1ozsZIHxwW3FkOkZVVNQgb9ZafD304HPnWQSLxDPxBuEzvwkInGoKUGx/1tnCIYt8jKElyFGY0+DUtYsaTEqCBqOHCeH7y5YKsMCeZ6rFoKuJkIrqSCZ0eKxTg835wXnJl5fmBueXNZ8nmreYGEB2XJWRzvf2TOp44isplA2DAb9sDjgosPJkxvO57+o4xs4vnoV/6H9Sd+Et/U8dVklu82Pv3pT/M93/M9zf//8B/+QwB+8id/kl/6pV/i3/7bfwvAt33bt3W2+9jHPsb73vc+AP7Vv/pX/OzP/izvf//7G1OSX/u1X3td7fh6xwlY7sVLL73EU089xYc+9CGiqKpqtxYhBQiJ3Bxz9AiYDYvZgMXFULjkzhRMs4RBXIbiLOFRyqErwOXjUOAnpOeoGLARZQ0v93Qc+MZ1ZD7idrnBrWJMJBxaWuRch+m8S8e8YfMmvPUmcxfjgDPygPzFc+SXz1AcbJJdPYO+epZdPD622J055aUj3v3g89wstzgshxwUA5yXJNKghGNDZWyojIvFAO8voc8ecf9wn6lNMK7SeW6RB0svibXh9HZot/OC0iikdEznKdZKbKY7L3PvBd4uKRNtgKyEI5KBs2urt2DjZtjOOOMrVYylvNyhGKCUW8rZVcTJWgnjQIfpSOlEY6UsKkoMYjk16yMPsV0BuLpFfQhycaBwbERZs3xD51xbbHGDzWb9xslP2iZr7lhNcrfpKfXf27IrVQdB7q1tez4zCfv5MCiNlAqnwnXRPfNpe5cPu76GtnMy0C5aoSKL0ha6FOju8froGVbtp+tp417bVjLNkmAk097/OlOHNQtWOL6lwJs+omKlQFH0KSR2FQupBYjWQMILKDddB8D9ySjlUOa8Iyv5vuOcQ1nwx2nKsew9dvuJQt/7fZfRALB2NlV5BpEnnwt0tvygj/Ojw0qFpTKqEC7Iit3RT7KVeW50sKVHREuLaiE9OfD/3dW4XFUFmL7a3OMS2dH+tUJwZaq5uGX44mEMCLyQCNfTWvZ0gf+dQvR+15u1B1XWgxM8X0Q8nuZEC09OleGtfKHrvjLjbjucFs0go+kLqOheNLSMkGm/cxvrr4AZBy3lNlDvf23qdeW4JE4MSjnUlWA5v1vAXMPlRPDKSPDCUGLrjEC9kxyo2GO3hgKL5R5j+IIL9/l/LMactyXv3V7wljeVHB8KNrc8o3GYvXnpsyXXv1RU/fK1jDZP4r9ktE3G7mbd1xPve9/7Gprj+v299n2zu7v7X9SAZF2cgOVWeO/5yEc+woULF3jrW9+6/MAFnhZCIOIYmQtkIXGxwyuPHVswguO9ERPtkJEjSUqKPEIqt5z2Vp4ii3julbOo2BInJafGcx4c7TUayACpKDk2KbeyMbKSXbvw3AiBIHnoGr568m6ojEhYrBToR26iH7nJJo4bsx2OXrjE6MYQfZSgb2wQ3dik+Mw9nEpzLpw6YnDfda6dhZcXu2xHczZ1hhIOXjwNgL1vn4EqGaiSw3LIy/MdYmnQ0jFSBTMbBwWHilIhhWeUFCTasD0IjoHeC25PRxS5Xn4xvQgOgL2olR7q9ZyXgYvsVaMbDa/Cb5bLt6AQnuiU5cJBKPG5ORLLChaxDqDVvwU2lRVorEC1gHuGh531nZeNUUyfFlE4RVFlhGuKBTTvJ4a6QOIb8FxYzfl0snI+bem9V4vSKUqnkFZSakfhNJt6OV/sEI1CSDu0tp2HYC2317EPZ5VOcdfRv0xr6AXEXWMUbwW+l8kW0jdyenVYVjPXa8XDeqBaODp8bi/Ax75blOVZkW1bx5UWfVvuO9Q2fWGQ8JUk4rtnOfcYy9+cL/hXg1GHx1y3Zbnz3u9+tCkSnQylx8Ye3QL7A+lREhaZWHG+a0dN00lb0mIeugMJASKv+r7uR+0R43JFv9r3BipC+TDb0zq3uhiwfdrXveYhXZKMYGYC/cArsV7Bo308uQpIvXj1c65DGo+LgoOz2nIUkawGWis3WSfbH9pGozLR8Qtqf3dFy2GwWs8vPYNWwHDna19TmqqfwIn2jEZ5M6A/SiTbmedfPJyAq1xQSwkLIFrl5dQDBm8lB5Fgt/TERw69EOA9ySBkq8fj8Aw7PhRcewmObjjKGyb06QlQ/paOux1v1uuexAlY7sQXvvAFrl69yk/+5E82fM5aBQMA7/HOcd9/OKbYTpjcFzO9V5CftZVUUZietqUku5Gy80VBviMotjzFWYMalyFT5wUm05hMs5ik/CcveGF8iq0o4570gF09Y2KCwUhQR9AkN0cgHN/3wJ+z54bcMpvcMpuUvfnC0mueKs5ydWtItGsZRYdsi4wHbsH4ekp5uMniylkWV84R47kYeSabhufO5RyfzXjr9Q0i4Sl3C2rW7MIGaoipbKaOSXFeMI6LkO10gRIRKdsoOshAjAzFbKIrT6alY1rERFUGPlJLabbleg7ndQB6QIlqeNYAiTZo4XCIFXdAITxpZLiUKUAxu7ggKsHWihD1U6KSYKoLcLxg1dHN0wxiln2suJ6FQocaxEvhSVWJk4LC6aYP+qYlEs9It9JRESSy6yxmnOSVxU5HGq5fwDlSBTMTL/vNrer11lEPXNqRRqa3DpheP0aRCf1vl8WgRa47QEjq1YHPioFJC2B0lvmuM97XEusK/7+h0Z9GF6sgyVfnmCvJ728O+LZFxtsXhtPaciNqbSz9ikauMGsoFuu66jXOe6O6P+eL5TURxgVZvdryWUBBkEt7eKPgRRskHgR+1QVRekS7wNMsZ8w6zapVZwAhHZbqvmj1jx169Lw7eLnlNd7Dqdg0ajP9aAramv/XFPjdKQSNpGD96NxIHW/TOU/LiENd89ZoDbArMF4NkNo63D5atSZvGsnydF3SAtV1N5ju98RTjU0cyHqA5pf6y80plIKi0CRJibWS20PBbgajI8nM6c74xkm3LPyr7lk3iVAzibSCl7znNAUXUstxJnnbqZwLQ8P1ieKlpwTmeomwS/9sUamPhP0JPvjIf8+/f/aX767vT+KbJhyCvlrMq617EidguYmyLPmDP/gDHn30UR544IE7r7i1gTCO5PaC5PaCU5+T3HznBtMHJGZYaSsrT7InieaOaO7hCrgva2aXImaP5q2UQuAwa+m4tRhzazHm+ckptHBMy5hUm2DAIS3pXDPeOmAoDUN5zL36mMwrfu/4CSY2Zajyhit7XAQwmxtNbjT7DNk/tWB8Puds8gI7PmN4ZcTBi/cQT2J29yJO7cX4L40RCJx0uKfPc3zpGDkqGmfAdtTgSUvXmGe8YfMWI51zWA6YmYTDYhCSMa3na71tYRRFVZwWqeAquFR9sDgvVwCecZJFxautfxurWMziICcGSOWIY4/zsDUPYGyegpmp5Qu2+u0GFpG4Si86LBttZqiK0+e9INaGse5W9tQ0EeMkpnqjDnXJxcFRtbxSqJCWhY0qbrFgZmMStcbCa03UhXl1zE3MpFj+H0nHdrJgJ52HU/Jb+NhyOp6RyBKLrCT+4sZJsY67LeITYccdu/F8FnfAsi1Xs7wryNWvyc4KgmJGG/U4saI64UuJ6dMWmsYBLtw1TvcK8xTdYkKAYjWVuaI9SwBxzTGURywketbtw3LDdabLvSBoRK+rIKvi0IRs3xjHjdbAxiu/qlX91b6geiB+A4dzYPYtUY3wrMfp3j1hPF+cJXzPzpx7E8MrRYSeCMozK6fRAdA+Cv3fGSAJiGLTubRCWEoju8+B1gChzraWSnBUSk6nlpeKKomtoTe5sFbTt84ud8BrP3VNl+YgpefdowVHSD6jWlJYsjJlUYRrKkAUMihgtHfvxFI6k2ow4USjiFQf36uuPnQb8Nfa1V6BnAlUb2ZDFiLwnltRLiJMqfBO8FLkeCOG+zLL01HL3KlS7hBR5VxZHdNmS/rL8yri203Bo4OcjYHDWfjSFxR710CWFlH2Ol4rMBavFSi5MkNyEt8a8Y3kLP/XGidguYpPfvKTTCYT/t7f+3t3XEdubGB3RwjjwPogkC8FdiDQU9BThVcKpz1bzzv0wmOTIMMkrafc6GIDKnrGvIxItWlA2nGZMMtjJiQI4NzcIrxg+9I1Mq9IK1A8dxFHdoBxkmOTNlld6ySRsk3Gt87Wzk3Mi+YULwLswGIjB3KkgfM3Ik7vabaONdJJNp8+jX/6FF56honjeMuwf7rgcNcglW+0omtlDSUd29GcVJZsqMDltV7y6MYNpjbh2mKLWRlzMB+QRAZjVVNjJKp2N7bQFdDrx7ovbZZHeCvx1TPdopoX8jATFIoAFgWNUL+wogE3sMyCIT2xNsR66dY3jEqslxyYUaNpvVeOVtrXpmPUnOVEBjOZdsxd3DMjqXjINe2zUtwIxX5yZd91lJXetBZumeVKDQNVNIMmAFMVGbYz+9ZJpgsdCj0rSoyWXa1o50U1Vfd1elAuWTKry1t/r7j8mcBb7UQrg1u32SmW3FlogG4nrGKFhNvPEAPE3f5e54yGE2Fg/DpiVoG0YZsaUGUSVxG7WBW7aMmWQRiArkja9Xa1gWNeiOq87zxI0pnlIE+4lmvePMy4MlfohUQea4QDVZnelFsuCPPWh6ra06FdeFZ4/6KaaVrWCgSgnZ8SzaDFa49LFPt7ioeGJZ+u2ElOC1S+2vZ1cnF3snnuRw2233SpINWeP1TDjqGQcKyqTtSyJMvTDL/r+6MGvwRr8L5hU5s247FcEI77S8tZYxk6z4ux5s9EgmJZ3Ng49fWpFJmCCkBfHYTdXzSWp9LK1KcegCkfzJXakThEqVA5XMocjGBXOa5fFbzwtMBUl9crEYp3rQdjwVqE8/g0ZqVQ8iS+pcJ5cddF199ou+tvlTgBy1V89rOf5bHHHlvR/GuHPL1LOai6zIMsHeVGhElpHobCQjIR7HzqBqI0uPEQu5GQnUsodlaf3SbT3Mq2kHEonBoNCrRyTZ2OB+67qfF4Xr7Xcu34CXb1lPPREVfKHXKnG5qA84JjM2CgSxLCE6+mSeRWN7JtUvhg7lHzgxVcvmi4dW/GA+N9cJDcHJBeH6MPBiTziLMLxbnrKR6PiTzFuGB2OmPvXI4ZhONPbYISIcusKoA31jljnXM+OQYCx9Yi2S9G5E5xc7ER+vYusp25VY06w1ImrnoptLI4SgUedWLhOAludemwwKWB1mBKDT7YTgf6jMBZgdIOrZa0inr/NXgtq5fYoqKjtNu8HS1IqtL+WtWidlxcBdbtcw2KH6ZlPL1fDJlU2XxJGFBNi4Ss1B2r7PoaRjOFQGASS1dwbn3U2sogMJUEm0jLjpW2BCaztFPg19ZSXi4ElVqcFQ2PdUXBoDrmSnb5NRQl7iZqFsgdC9FeT9SApouJqoxx77tbA75+Zto5dNWuCIhKiGwYl1VfE3Zyh6hoGIH+0985a/i3y2N22tsLF3UbvyksE6doXO4qOT1ZOHC+AZzeQzT1PFNG/NV7DQ+JkhcmMWavW6zpZhK72UfxrLZfeKR0jeKK9wKjfVPcIwT4gQmzOm0raAWnou7VdDW/168ByK8zvASnQgLjwpbh0q7hc9cSZmeX4LM+J+HFcqbAs9REXteE9vlXGtVeBeDqY8fQOB6ZOi6Vlh3jSPzyVqvNJ99YGB7E8KdxyktJFKTrelJ0zeGqQZKoVDpKATvG4YcrKfhQ9OwEvpSImSKZCB67XvLwuGBz5CgMPH0t5uB5kMYirEOUDlFa5DyDXoEl1oFW4b7VJ5nlb8UIhfB3v+5JnIDlJi5dusS1a9fwfqk/+73qx5YjaCExZzaX038CbKLIdhQ6qx7COvwe3nCIrADvkYcT5OEE5BlEmeIzwpu0zo5VN6LLFS5XHC4i3vzANbR0HOcp8zLi7DTGK48bWnKvuVZuc63c5vJih5mNiaVhoEoi4ZiZuMMx0tKxMBGzIg4KHdIRSccwKhrOb5NFrbm0EvLzC/LzC/aLIXvZiEHuOH0zYedAM5ophgcJo4OUM88EV7widUw2dnj+bI49N0Vry5l4ipaOtMXJjaRFes+5CjzfNzjgxfkp9vOlLvSdoq1PXGc8R4Oc0SDHOUlhFNbKYLWdgfSeo3T5sq4vXVTZb7fpBa4yD2kbhngvGEWBl13zFxWuY9DSnJewK1nkYSWzV7rwNSu9YmrvzvWoGchUJfa50RirMFWTpfDMy5jSKXaOwv4PlebawaXm+ifKMNTBlW/lldaZnl7/NPS9gj9fdoENBAAtlUW2KQlulUJjp7qLsX1NuWgjMVaByJoMcZsfe74IDdrMPQ/tta5d5Fcyv7q0aBe+fhqP9qAzUD78reqEnAzSip1lPqxXf20lICariem7ycHcY+yd1RFeLdqDCwFoh28XO4rAjW0mFjxsRI5rJsKMVOeSx7lFmnYjHKqECYqrE80bdgouX4kQNhhztE9QVtQLHVmkdJSFDrrm7dUEzcAzLAj3iWvz4kXrd/X3WFk2tePJSYpreN2+Kipjdds7dlW1gvJrwe0w9rzlfM6VQ83VwwhR5UhqMxYvASO6BiJ+dXwn6ntW0ABrieOeyHBf5jg7dYxNg5/xQCbgWiS5EiueTzSzQWjnY5OS7ziw/FWT8Yw0/KekR38TBPCsQpZead/IXM4i2CwIN2o9oC0lohTILEJlsFs6HqLkAVGSnPbcnCi+fD3lYCJRmSeZZ6ijBaIol2hqXQbZOexogI8UXgre/9f+J/7gj/9vr35BTuKbKk5oGK8/TsByFY8//jif//znuXnzJufOnVv5XO1s8dIHNlAZjK454qlDzy3lOAAI4UAZQMD20xN8liO0AhVeDkcPDUC7kF2rXxgjw9bpKbN5gsk13gp0YtlN5kjh2I7nOCtJy0tMtwyXp2e5kB4x1jnWS2Y2bgrvare3L904j1KONDJsphkDXTYFcM4LnFVYJzk/OmZD5xgvmZmwfSxX83NzE2gDs1gxu8fw0j2GM4MpA1ES30rZuDEiPYyJFxGn54ozN1L85zcx2lOMS/IzM47vmSBGJXGl1SyF71AFMrt6G7aznHWm1tgurQRoMq1KWiJtyUpNcWvIucwgyLnqYmYHKvBhE4vUDikdujc1KaVDVwWKTQjPYTbgM+W9jSnIZpyxFWUMddFwkY2XK5nxOrOu8KhqsOCcIHe6t55Hi9V+v5tMe01fSbLwRj+OBNcnGyv7kdJ1psTLIqE8aoH2qNaV7rbDu2W2GKoMQ/3Gr9uwRtnkbsILH6YB7yJr0acu1UDpzMLxgZuhzfdYxz22xS3PgFWRkTu3Z83/9U+d/HRAKQROgJXVjwhZQSvAIsJPvQyBtQJD+NsgeLwo2HKe+4uSlyppynXAz2mWg4QqS0nsEK2CSiE8rm+84SRLuTPPEE9mxWp2sgeChPXI0mMSyZcPY953z5x7t0r+YivGbLilGUlqOb0579xPC+lXwLIpFXEtm0kYjNZZzk7ErjMAe7MpyRG8XLYQ+krb65NtZeCre9Pp7srriv+E8DxxT0ZmBZ/NUspdgddgE//qIFxQzWKJxqXUe8f50nJ/YThbOjatDwIUVZOsgOMIbqaCF3TENVlxfev2JTbI7QFP7Sie2RL8nZcM95Zmea+LQFlBddvXPq29FLYLSGeCchHAsbRBDeRhX/KwKDglHZkXvOg0zAViz2Gezdk4LKA0iIpq0e3ACjC3Diasw8XqhIrxLRwnYPn1xwlYruLhhx8mTVM+//nPc+7cuZBVboV59F6yMw4EzO4FWSqSPc3omg8C8sEAKTg97U/xZYEvASEhjpjeE9zL2pzMrZ0ZD+7swQ7MyoRZGVeKEsu3x9bVAQLBizvw8tEpXprskGrDTjJfAVSTIiVfBEfAGbDHmDgt2R4vOnQAJR0bOkcKRywccWzYiedBEq2RPQttKHoKCUHKzgQqx7kFB+cW5E5zebpNUngu3tbL7PNhzOgwgWd2ccJhBob5VsnkVMb8/IwocgxU2eHL1m1sn1tNG/EVj7aWQVMtlY0mE1tln88X4aF/RWnEtDY/CNk1K8Fsl+ycmjTrBzUP1zH9qKMebORopkXC2VPTJjPuvKD0irHKG4Bch/MyFNULh7oDKuwbDkBwMmwXAgYeetCxDjKE4IRnVsRBcq8Cy5Pk7ubLnO9liHOJiXQn2+y9wM91F0VKj0hc5yUt5Oo700MHTHmoMnyitxI9CgNrwUoH69QzBMIzrDSTnxkKbpTRcmNfOaMNWi9+H+6bUoARglIKCgGlE5RWhO6oipV84lbk5EQhO//7OuXcDieW2s5rnO0AXowVf/d4znuznJd0GOAK71fBrPIBILVC1BbydxFhf4JDL9kaOG4iOxlRF0lk3lNE0cEe+xjF1Uxzz6jk0xu6247qXtStc9ed2ZhqX1YwnaYNl9nboJjRV5sJduphndh53jC3fMXEDX/Yi+D0Z1KJKrr9tMJjXtM1q7QNz9vuyRknjj8oRsx2qmteu/G1t3WtW9YHDvmuM9xnLedLy5Zb0ikg3L5zKbgeC66mkhd3PHksGzOmciEQ894cT6/qr/SaQ205U3q2veUgastg9DY1shnEXB5JHjl2vGlheHoS7qsEx19hwRlhueY0T+YRW97x8KBEjoCh56GLcP0rcO1pj6nv35baRThQrw+tRRYWO4zwSmDjEyrGt1qccJZff5yA5SqUUjz22GN88Ytf5P3vf3/3ASEEi/MpKhdN9sHFHr0QjK8U4YGRSIoNic48/vB4ua13sLVB9tiC4bBopiy9E5wdL41IRlHORhwylolcFphtXh/i8Vw5Eyy9rJPMivAwPJXOOqAyX5OhdXbJ8a3lxwqjeWW2zXayYKSKjulGs52XGC+JlUVL14BVITzRmjnkWREz8bB/GsQZR6xKzg+O2TrUbN9MGB4k6IVmax6xfW2E/8IuXnrKxDLaKFns5ExO5yxGjsxEzEyMEq55EedWr4BYUUvTEfwDnBdhWnJk2D2yOGASC4SpkVmVcbOgEoMUQT2jju10wWacUVgdZOpMxCQPGdj6OKk2jFrqGFJ4EmFWgHLmIm7bMUCTTW87Mzb9jMBVVUl1hrn/cAouhXolGzBzgrkAWd1Gly6nnB8aFoljnsIscRy6hLJcWoF7L7ALvZZj2o5Xg2TrilQ7n8ve/eEq3msHdK3JWDgaWa9OFN1+q3nTIgOwXIkjXjjXAvqFrIo3e9SAToFc67dvw53qo3bb6qn29iPBVOnj9v7X6DH3OaeDisJxLLrg+1WjjVmqbHxTUFfpHstCBvqFE5ihb6gEV4zmDaLkWa861I/X4v7OjGQ7suiJpNytNnQCiiDVWOurQ+DO97nsrlCrAx+/erLeA0WgCzw6L5EevuJjbExnwOI09BQWV2Y5gEDXEHQ0sGt1DCU9b76n4PyW47ZVHLTqBES1b18P4JzjXOm4Z245ay2bFTCum+SBhYBrWnEtkrw40Bwr2dwnPvZEgwzVaojUDtem0dR87lI21xXgj3Zi/vbNnB/azzhSghdSxRdHilKJ5XoVS8JHgRfyyjjcjm+fGq4KgzaC75ZzFPC5g4SzseUd45zSwYv7Ea/saTafn/DYeyX3PB6htOelP6+ea3fKGLcKU2Vhyc4OmoLKv/KhX+ZPfue/X7/dSXzTxQln+fXHCVhuxeOPP85nPvMZLl++3FkudMTolTn3HsYszkZM7pGYIQxuh5eIsB49t+i5Jbl8hJvPESpQMIQQTB4/zWA0RQhPkpYkaUkaGS6OjrBeYFpGFjUQrUFwehRjY8ul7UMyGzEpEgqr1kqQ5VUhm7USZ4NVcc3PbUdhFM/fPBW4mcqxMcjZSjLODY87xy+dquyTfcM/HEc5u/GM0isKFwDsXj5qnqOueqFbKZjahOkGXNsskaIgVSX3fGmDU1dHTE7lJAtFlCnihWZ8c8iZL9MUEE5jOBo69rYcezsGp0MGq3Ye8tApdqvbnGiL2J6z9YqkVDA6P6PINaZQeCuhysJGPX1gITzjKEcLh66426kquTkZY6xcvj+GC1JZdvST12WH21F6BR6KHgXDecm1xUYjCTeKCqTwTTa/vgesl9Vs6OpxvIdx9Y57eE/CXleb1ofafJwQGAFGQi4zcinIpGCuYK4FC+lYaM8sgkwDQsFGGazMa1CoPLIFeN06JYbmwOKOXOg7Rj/T3N5X96QAmKhwHzw6K3lhN2q2FakNahX9w/cL5Po7vNPxvobESn9XibQI4AV9F4/eFg0DACPDbFWD8wV6ouizeHxr11eV4q22YGPkmU5e/USiqcMMJLL02BjioSc6EphRd7BircS1JMOk8CFDfCex64rLEq5HlcmtgX8uSa9rpPM8JkpeIiJHriiSmUSgF+HE5asYlKxhNAEwSh1veyAnrZQr0tbIQeG4xxvOLAynnGPDOlrzFHggF3BbSa4rxUuxYk9IRGsk5PCdKlPRezx7H5woXTXbIbVrwL7rOZ1OteSPtmOemJbsGM87Zoa3zwxHSvDFkebLAxVmQWzFkkDw4GG4XUrg4rHliXFOVgpyJ/i2UzmzQvClGwlXjjTOwmlleNN3KdINuPGVgiufzZZguCNi3X6wt85vlgEhGXACkr/1onG6vct1T+IELHfi/vvvZzwe84UvfKGzXG5vYbRELQzjlwzjl6HYiXnpbwrSqwnbzzrSPYMsPewfBbF/Z6A0eCnINyWzwwHRoGz0R7cHC+JKPQFV4rxkYhKuLTbZjhckyqAzgTCS/PyMrShwZc+lE2Ym5vJ0m9xqRlHRON9lRRQKa+oqJsKNPs2SoIesQgFbWdtNO4Fziv1ySLxjOSyGSDxahmzyuumXkQ56zu2Cttptr3SKeRkFSsMaznEhNOkkxgvPc992BARpM2Mk5yaezb2Y4SRCTWO2ZoKdmeaBW+CJcALy2DMZeA7GjpvblhsuYp5HKOUCSBa+0RSOLRynISMcxQZd83E3QwHX7mi+pHfQnkpdnvPcLDWK6wdGYTSSLud6XUTCkkjTZJPtaokdALMybmgehzaYpkQ97rQUnjecvt1QY+YmZl4uQbGSAyzw+99WsGstg0yQ5pKkEIiFRueCxAV6aOQgtaH4UdDyvTvotstjw48ICUUrwEqPVR4joVRQKCi8pJRQCEGpgnFYVv2dKcgV5NJhpelosnojoW0rXXFBX1NpoF7kBXuR5rouOV86zsw8NwftbG2PasIdXg7rAH1PBg0jg6tfa9VG0qu9/6iS7erw3rvrTC1wBCmuu97dnHcvu43wuMij1uha13ELReHh1KZldqi6n/fegtGkxAwr+cYcIrUemJaFJomWyi/WyXD9rOghTNn8XStL+Nh1z8sHusM9GEbC82UXdzPGVXcKD9HU1qcdnrFarnCUO1F9dOa85fGzOTMn+f1syHemCzak4weiCQPhUVT4sAx4dyEEt5TkRiR4OYo40KrpbwCZS/qTcav6zmAKHQByfX08ncFmu439eGGoeGGo+OEbC3Yt7CvYsZ73Hpe857jkWix5cjtibxKhpoonpmF66TKad2zmGAujxLM/E3zmpYS9Q0l8ZNm2Mx56yHL6fsXkluULv5cx21vDU67jDg6IH/7y/2t9w0/iWyJOOMuvP07AciuklLzlLW/h4x/9k85ykSbIyvXKi/DSPL5Xc/GBG/AAFO/SvLQ/ZvjFlHv/tFtVJIdDFmcF0Y0IREQWe9zYMh1kLGzEoHJpk8JxkA25PR9yS4zRyvKmyxKB4MaFHLxs3OLmJmaShWzkPkMibVHSrdAUoJp2t8GFLS9ppk/bdDQpPQNdFaERHOgKF2gBNUWjBs4DVXasuevPtuNF+CcN+7gx32BexqiWaQlAMleUUS11J9lfDDFOsh8DFyC+x3JtL0ZIx9g6HlgYTk8k2xkMCsHZXHDuUPGmyxHVDC7TSLEXa66PJNfGoRhJejhMKm6WAPCdL72s6ANR5XagpWvOu26rcZKNQUjb5qXGOMm58WSFcgGsXbalFtQzvaVXXM52yJ3quPHZHjWjlvbrLMMvlUqAVBm2k8XymrgEryWDzYy9MkKMK64JcJwpyrK2sq6ulw1a1N54hhY2jWcLS1oGIJ3YMNiowXXkQFW/EyPaHgxrVGeBNUJuvnW/1JjPETi8fzKKX5+5QWvVK7HignHIXEB7Wt2L9Xpy/e+I9svitVYDO3w+B7LsbucluN52rtK17UTvWs6rnrhgv4rCyBqQtnfvVrOYskMHEdzwmt1dxysvtgYrQqwUbrWjqGYNEueZCUIfVZubXHFkKvUaXw18pF+xxg50iFfJNlOvA/fKkgMnmSxUqGOzdG4p4ZYgebmPMMytLa2lCZxmMwwUECk8b7pYcM+u4QUb8aRNsVpw3Ss2cQyEZ+4Fh15xwyue31bMxiwL6aSHUiDKXh/VihNQKVMQBkntcyfQK5zvj9jC596Jxs11xamxDufYtrCnBf/mfArO8fjc8Oap5VLhuHQzJxfwvI/5MjHvJOchDN7DrYnilaua2VGgoQ2ynPt251x6W4I1gmf/45zbz/V5LfVxXyOVKE/A07d69Mfdr7XuSZyA5ZXQWnPmnlN81P12sLoWAj8eBCejSkrIK8nRGz1JpcwQa8OFs4fMPnUeVywfQEIK/L3nKGpdUg8qF8hSc3u8wdFswCAp2B5knEpnTKtsofOBKrG7p3F4nnTbpHtjUm3YThcdJzeA0ijyyhpa9DKSsXYURgc9U5ajRNl70R/lKQNXkqhQvNc3qahB3KRMmVXKELri4paVGkRTZOcFWcWxrZU/hPCckyXKCuZbyz7qA/xpHmPmGqzgADgQwIYnvSdHSkcsLafnngsTwfgwYrPwbOewm3veOLENCBPA9SjYwp7ZmmKrkbR1klgbNpOMhQkV930ucZ1djpXl7GjanBMEGsrVfDv0CZ6RzlE4hqpoQPY64AyQO1VpKi+Pk1fqJHVEyjJWy6yd98FG3LQGS/2QRuJUF4w2f1c87jYWtVVRlddQAHsCjiPfDKTqAnjZKdwSzT3UjjKH2EhSE8B1YoOucOQC4A5gOygERNWEh/IhGzo0njcUlkvlgj/cSLgVvf7H0cUyXPObUQ9s/xd4Ewj3Kvbd9X0uFLe15IxxyMhitAwFdH2+c+Xq1pkRd2KFJ90pKmxW7P57IBRnk26xo6hIi8L6BjALv1STyCtkPJp79ga2lw0WQUawf36t54VYM0kgfND6XbYhrCSt54I2PFvEy4xtb+NyGBQoZOstL41D5Q5Z1lxzj4sV5VhydsPy+KWcSMNn91K+MgoZay/gs37AkySYocCrAHS9rizHk37KuD3vFI7tNEHPWBBuaEF4N5S9e9CIlTestzJw6vvXbM0MxyNFmI96bkugRuGZ+dRY8tRZybBwvH3Pcd/U8xgFT7sIZHCJ/NSNAfGzJcKGwuLdU56Hv92RpAnXv1Rw5S8z7B1wcuhYsTooESIsr27IDz70f+bfP/8/v8pOTuKbOU4yy68/TsByL9rScR91vw3A97/9fwCqF4wFO1C4keXWwQZxbEjjEq0cWy92UzzeefILY2RRPZSVDxmpJBTbGSOZmJTJLOWq2kKpIPFV6yFvZIJpErJAiyJiUUQczAehuro6xqtJjJ0ezzg3mFA4xaRImZYxiyIiL3WjAgEByM7ymFkeN/veGmScHfay5C3lidxqcjRSeDZ1jkNQumDekbuw3LH8okXSsX0YzDNmuzlSeGZlxP7xCCk9UWRCn7jei6Q6PVMqQFEQMZOeK6ctyYUgi+d9cBi7NBGcncE9M49ycG0g0DpQSto3+vnRMY+ObzQGKYflgEmZNvJ70KVj9Pt52lrv2CQk0hK15mUHsmBTZ3cEzXVkJsL2NImdFx11gXrZtEw6bdiMsmY96cCkDiVcN2tdDZ5q3fCap1Yfr5EMbxXp1Wob7XusXp7lcbC3boV3ghKYSwLA09wVV9kXCjFXfPs8561ZyX97nFOSc1tLdq1rknc1zdgDX0kiPj1MOoD0lHFkApzqtUv61Wpvv9o0186IChpd3s4LwoPtg9QelaDzu3PMVdT4uV3JB246fuh4wRe3FE8PBZ6oR7FYs687RVt5pEcP8RqMCaBY5sGBLZiRgFxUeroVMFLWIy4mOC0oqvNPhHv1ttT3kPTI2DaLhHSUpVwtglwz4DojLbGAq0XU0DKEC7UgDVMtB1l6ZC8jL8ru/5tjy9seNOyMHLY6teeiGJsSTD6qjLdTAjtec271dfeEtrfkE+tu9spD371x3cTImnP1fv3yzrGBkbW898Bgga/sdtkt3sHERnx8KBkbwY8tZiRT+L3bS9lIrQXj2PHwGyy7pz0Ht+HLH8vJbuW8ZrjlAKrT8HZR6ols3Ld2nKSWX3ecgOVe3Lhxg7e+9a2dZWKWgVL4SIOWZGcSiA3OSDITky8i3CzizX/+IrY17SZ0xOS+CGHDw58ycPrKXdsBNVC9s1x4kltgYy5RXnB1w69kjNuPKecFWlke3DpgViYc5SmFURgnm4KxVBnSwZQzg8A5Nk6xl484KlIO54NOZrWWZ6v33Y51mU0pXPgBdEVp2BAZu6dn5E5zUAyZm5jcajZvBZH9wzNZKGRzwUTEGkFZ6MDB7GdnWu1qKzp4L9Bq6bhHAre34YYTbD+tiWdQbFvSuMQ42aE36MplsHbcGyYFLzrdFFnW5z4rk0ZDWbJU3nBerlhQtzPkCxczJu+QGOcu5pXpTsNPHkTlWk54ou7MhW6vL8Wy/cIJXGKJlUWKvLPuTrpYtstE5KZrDpKVmsLou5Yku1N0xGPoZhnX6utW0+qfGSQ8lUS8NSu4vzCcNw4LzKRAsaRrJN7zeF5yf2H4g0HKkVJsG0vsq2K5vqWvX2VcCCsQXd8YSEEO+4Nc0dnYO4GP/cpLQ/Szq3cZr4wUV1LLhczznXuWd+/Bh09Lrsc1p7gC2O1+80ApkYvqnnKOkYPNwjBSjpH3DLwn9UG1IcYTeU9kPAMfALRsA8s6W9gCn41ChgiFYgCRJGS927e7F4iBadaFULymeprbIrFL3nI72v1oBQ+ogoUVTGcCjUe4oHzRf9y4WCIX3YU+kkFLWXoefpPj0hnLoZN8zA55UBXcj8FsW1zPaa57e9Yg2geZyTzI7AlX3X99/eUaaLQRrPArACRkznsZd+nD8VYGct3/v31iUB7+/IzASrmkbRxHRIcSWQYpO+tDAmaggmTLOHKcSQxn32Q4tWMpFvD0xwsOXyzuSLlZdvBrfC5E9Q5U+PgEOnxLx+vILK+1kPz/wzi541uRZRnHx8crpiQiL0EaRJaDlBw/sI2MiiYD5b1g4xmNvXlr+UASArk5xkYCaSqTAQgP2Nit3ICDpAjKGFXx3SN7AbQ+syNwbjmQ914ETq5c5j5jbTmVzDmTTmEjqC7URiNzEwX5twrURsIxiEo2ogwAs634j1ceYpFFKOUrm1pPolfVNgIwXj5QnRfMTAK60jzGV5rCjkQFDeXtKIC1zx9eJDrYwOG5oVN07tibDfFuyZ/Gt0BKq3vkVMOhxilwg4Cy4tMlWllMTwdaSc84DwVow6TEOsG8iKqMfciQbkYZudNNNvhOahaF61IkGrDd4mCnumSzkpJzCKwXa/e3X4xYtIwWakk6oANUVWvf9T7rAsl23xsviRDI6gVnY7sCpoFGExuCugfJ6mzEXjbiYD7onrvRlGW3bz103PPCwjuoTvT/f5UH7kJK/nyY8skRSOc6Sgt1lhHneHde8Ghp+KH5gokQLIRAAJd7BVh1u77hse4Q7VN3orb+665iBf/hVAqF500Lx3umBd+zV/CXw5iBc6TWkwKxd8S+orIQZksUyyTmnQ5f/9Q2ykHrO9xnzVNDCHykoCXV55MIGwtcJLhv0+I8HOcSdSxwaTt77VcO3r4HaqULIYLrKNVshU4MZaaRR8sseuQ9l2TJ5XnUyTp70TqED0Dey+Ca6gV4HepHzEAgE3jHhYydgeXztxK+tB1jUhg5yQMeLnrLy8jwDBZghy5wjGtDlCrbjAd1JLsSe71rGjjilbZw5FapM/1aOSdWtKXvJp4cRjy8sDx0CF9INbUrn55LVLHsp3tFVTAeO7733ilJBM7BZN/zymcLrj9d4Os23YmjfieQ3FvXDxJcEjU34Pd9xy/xkU/90us+t5P4Lx8n0nGvP07Acitu3LgBwNmzZ1c/rB4oPo2YPGgbq+Ta2vf054vVN0ZpuPBHt3GjhMX5AfMzitkFgerx4qRyvPXsVRJpOSpTbi3GnH96jBWCaVrvLjwgTRmoDvVUp9YOlXbv5lgaFiJibxGKcKTwxMoy0CVZFLETz0kqEDWzMYsswjtJ7X4rpOP2dMSRThnFRaO40ddXlsIzLRMOi0FjVhJLy248R4qiA8pKpxhlgjyCw0WK94Lp0QC/0I2fsFAen8tlNqZ+r5cicBkNqDwAo537F7xl9xqTMsUhOMwHHOVp4CQbOB72M/eCUNgvWNiIWMadbJnEsxHlDZWkzij7Fhe7BrXOiwZ0FFat1amemqTpo6Cz7BjFBZlZfuX6xX3rQuIb7nI7e32YD5jKhOE8ZHKnkSBVJaadHa/auA5Ed46xZpkxstHobofoLfLOh0xys4JH9Sr+PeBMz9RDslJY57UnHLLHv65W+9NxzOeM5j2Tgntyx4b3WOC7s5xbWcpRm7fsWOGQCk9jHtQsMwI3iTrryawLmBBrsotVe/sh+prQ8aoRh88losq4fjlRnM8tD5WW98yWae8a8DoCTjICMikovSBHkFWDhUwIJkoyFYKZkOQEIBm0gkP28aIxfCBfIHciyrwFSJXsWF57JQIYlJ6HNwouzzWLQlaXY03mvpWB9w6Korr3Kv61iB2j7QX9sIfL/n5TXqKArxzHzUkLB9JCNHfVYMkjTGifibsXIYk977wnI9GOT14ZsF9o5EDgNj2viIh3zQtOpSXPnoFkIwxqo8rcJZvHuPaAUAQXP7UQDYAOdJ5qFqEzEFrTJTJ8F7x2oD0i6pO5qlB+lXvuw8xHcIMVxFVR4VyKTlGnHTii42CyJI3n8TRn4QTlzHN0G472YHIAzgrUfrls4+tBPDWScr2ZgqyAQe06KfD6tZ9fJ/HNGSec5dcfJ2C5FTdv3kRKyenTpzvL3f4BIo4RSUxx8Szy1PKlJqTDZhHpC/vdpIIQiNEQbyzyaM7oaM7oyxC94ww3t1NM6vBjg0os47Rgs3LUG6iC8/Exw/KN3NSSxa0UMbDI2BJFVfawokp4qyis4kAM+AtziVFcsJvOGOqSabnMXNYFd4fzAVkRobVllBTEypJog1I+TOe1vhRZEZEVEZN5ipSOUVqQbhu0tJVFs8NUxiWNHbWLKaRDS8vCRo1FdOkUk0WCdrA/riXtBD5vvVytwBegj1WTiPTa43SVWWxNe9rE88DmPkr4RoVjK1rwoj8FuUQQMxtbRnHBZpJxmIWs6aKMiLVhpLpz8YEnHK5eLefnvGSkQ7a/5jIXTi+VMiqKxTqgGcD2EhAsCPrZj27dbBwSnRdcmW+RtYoM/R32d6cwTqKm4Ss8TyCWlrSlv51Zze3FuLONko6NqMtbVMKRRKZ7/aXHye4MyNfy0GybWNRT3ishWVWT6P07VYLfH8W8cVLy3n3bJAUfnFr+crwEPrIQqKzbXqdCVrETViB7wEVlYpUCoFmletxN+CXjAZZZ13b88Sji3kNLBNyUgo9sDChVVfjXwyNqJpvBBoRubCt1CFhRx5hXX5zB0JO3spKdujUBOI/OPWfPGVLleToPRXBuYENbBNRSKD5Xr1mk5kuJc6JTTOy8QOZheKWN5y1FyQsuws4FUZ3h9KBKj8rW97evOnMjtbz9gRwL/EEx4uiswg48xZbDjwxHEtxLcMo6ZGJXaSK1MHEDKMFHblnPUd+uhpX7UJQyOD22lw0sKrYdUx7nZHegCKv85uqB16b1PFwYBPCFUTW682FgJwtBfAyq8JxPSrbHjqeOYsoXLJNrdtloPF5JRPFqlXytuJtUo7W4WONjiVOyK5V3Et9a0Z7FvZt1T+IELLfjxo0bnD59GqWWL93vG/wfAfDGwHyOcBeJvjIgP2vxQxO0k6/EuJevrOzPG4soSryuROSFoBgLoqmAqcLvK1zkObpX8PzGKS4MjhnpnOTaBgLBS2j0kYIjBRLyoUPu9EiX1QsqKzVZqdmbDZHCc35jwmacB/1jqyrzk0pD1SiOTACQ40HOxZ2jxhkwK3VDBanDOYl1gqJlnhLMM4L9sxCeWNqGQqBaGdjcamY2ZvcwyODdGrPMkkoPLfAgrGhMBUT1v8pYJhrrl5eG/XwYKB/CM1AlhQuue6cPNALB8XbJOM55YLQHo7DdwgbQuy4T3A8pQlGgFpBUgNx42bgktjPLVxdbDa+5prcAa50O24WA4yhvAGRSdXmf/lIXTtZZaFEpldT22WlWWXEPzQoPHlZ555HwDdCvQ0vHqcG8s6wwilzoDkBugw1rAxDKi7gLmoRY1Rq+Uxbja3gGf2VTo4A3H1u2DJyxr31Nv5aoKantWJGcq6Ojtysgb5md+5B97sp0a/7X8ZC/MV9wxnnOFY6rlYaw71uo14PH5e5eM46FZGIlF+9x7M/C/WtjiRgoVOaqjGpo9OK04JHNgpfR3N5p6TL39YHv9AJtLxYeUyqE9DgbBoM2V4wOBbKER6KCOPZ8ZZYsB8T1eSqBwleqHct9m1QyiD337pbct10yMZKPbA/IpGx20Gb9FDJII8Idsmmudy6SlfsyFEwGGkijpb1u4CT8intlQ+Po889XqEo0VBCAq5HibUXJuw4NHx1qinpKx4sGpJ6vZijfvFXA2+HzGRzvueXz8tXkGPtqF68GlOv92Ope6SvPnMS3XJzQMF5/nIDlVrSVMNaFEIJ8O2J02TO6InE6pthK2P2yweerVcZ+NsPP5yAlIonh1A75bisL5IKUnLGSF26f4iW5QxqXfPcLFV851UsOXPUy6d+4bS5zm/s60GWY+q/+z2zE4XSIc7VCQrVeVAbXOuVIBgYGcG2yQVHozjFGcTdD4bxgUiaN9TaEAj8pPJnVxMoy1jlaWqZlwtnKEOHKTniSWysRseu8SDwKl3hEWU3s97FmdXou9dyYjrk1GyOEJ60AphSezaPQ7tvblrT3QhqoQA1RvR0rQaO3bAmZ8oWNG03k2sWwTYOoM8yF0xwVyyzyjUWoSNfCNQWBsbTEatnGDZ2HbL/tTv+vC+fFSlFeaRWjKAyaksqRsBhZkqp9bdUS68UKJm3L/N0p2uoY7e2av3WQbMsnSXdKWa5mT31LUaAdXtXgpvosdo2iQnP+tRVwOyp92qcGMU8N4O9eW3DWOHzaAvMx2EF3O2EFatF70a95EdjhOu1l0T1P4WHDrpqd9XWFnUDO++4lq8c0QvLxJOW/XSz4wCLjJa342CBdXbEfoqXy0Gqqj7sH+ZyJee9uhr4omFR0CWEh6tmLXxoaxsLzcd/i1JdV0W9b2UOyRO0SBJatImTkD5Jl2ttaSVo4zi48p3PPVm7ZiQsGsScSYD08kBQcDBTHs+UgQlpQmQ2Y0oPwjt1TnnP3ec6MLKWDl48inpomFFu96+JBxhYhYRbBTg5xYiqt8dZ3WLpwuXxr2/p2q+91Ec7PJXYFRPevg3cC7+RqsawXS3vyep/1cev2+IrGUa13XUsyAaec4/3zjH8/Gjab2xTiY/jirYSXhEYD771vEQbL7YFUpEOdTTua7P2rIKCaftEH297z+3/y86/SCSfxLRM1z+tu130d8fGPf5xf/uVf5sknn+TatWv8zu/8Dj/8wz+83J33/OIv/iK/+Zu/yeHhIe9973v5jd/4Dd7whjc06+zv7/NzP/dz/O7v/i5SSn70R3+UX/3VX2U8Hq854n+eOAHLVXjvuXnzJm984xu7H7RG4GJrTDmSTZZJljC45dl48ipGqkDcCztD6Kj5G2vx8wXi7KmgFVpQ8eHAph5VAQTnJPMsYXzkKbRn+OgRs0VCMY0RmcLHDim6zzlBAJ7AUvJLWwqniCWNakPpFNbWFA4BVSEf0NHwdQQDk24Gxnfky7R0aGFXOLfGKoyVjWGKEr5xDXx0KnB45tX7v8leVy8mAfjYYZVvvsjCSPREorOgsepVWLfmitbW2rMiIqqOM56qcBylSIHb+ZiBKis1DNeYwPSjBoKS8FK8uthiUoTG1sYqwaTFdbYxTq4U39V9Wrv/5VZj80EDUGtDFN0r5gPIK05zfczXArVxLvF48shTw5t6m8LplWukhGOoi44m9l42wlaKIfWgobSqc19J6ToCABDu16+HrJCvgbn0KwWEop59aK9vRGfZ9VjyQOZInSWreZQ1IGlvByv0irXtUb4B8k07DK85HblOW/iuorq396Xif9FDvn+W8YCxvP244LOjrn25LFfb4VK30t7+VP8zm5JvuyF4ZLfgs9e7xZx1pjJSnseGOZfRHOiQqa1l6ORCsFN6doxjt3RsOc/YOdLKvKadkL2aCEYWBjboa3efJGE8sXCCDJgieDgpSO6BwsDeRHFYUU3U0CO9J4o8Z885BikcLSSfu5lwdaaxQmLjsNOGPy4C6NSRJY4tR0PYzSF1nkWLcN/UYetANRLaNc9P48SqmUpP1SJ0yvK+pdq2GVS0Q/S/OcuOEC2w3N235H/ZHvM3j+accY6/Pp3zRwywXqIyiCrr7zmKuJrxEYqQiTcOYS2Uq0XaKxrKdbg1XwznXp9Z0El8y8Q3krM8m8144okn+Omf/ml+5Ed+ZOXzf/JP/gm/9mu/xr/4F/+CBx98kF/4hV/g+7//+/nSl75EmoZ37k/8xE9w7do1PvrRj1KWJT/1Uz/Fz/zMz/Bbv/Vbr6stX884AcutiOOYyWSpLfx9yU90PhejIeMrOeVQU44lNq6ULm7drlboct06I3QhmD20TaOq5cOLO9vwnN2eUlpJYTQql8TOc2PLMohLBnEJW6EYzHlBaQKtoigUzqrOtF+tozs9HvDUrTFyYEjSkt3xnEWlrdyAuioTXTpJWS2vm53GJbmgAs3BwCRSFusl1gfgLdE8vHmbmY2ZlgmzMqawCmOXL3frBdYolJCMckHWSqRaK5dCuu0+q/8WATwLI1GL9nJBfgam85Q4Di+DSNlGF3iQS8oovLQKqyik6kjCnU8nDHXR2E/XfOs+4G0X8bnKynug6WRunJccZgOsk00WWUlHXAHOdoa3Hc6LBsu0S4CcF8wrxYz6emjp2B3MG1AOMC0SjoswcFHVFL9BdvYl8Y3pSj/qTDmAE8GopahURTKjQzY7jxqwHLpeESfdgYa1EqF9l7soVuX/hPKIHl/UO7XK3ZTLe3BJW+j23bqE2I1Y8mDmOF16LtenvHaW/O4e+oEO1Dvuuk19y4Skzhz2+KnCigZo17eX037V8a0a+OVK8m83U/5Ph3O2rVvrgLci+rG2bf1/Jc9MYr5tN+fpmePYKKQF4QP3VEvHX3tkgRCQCcffcDMS74gsqAI4Wg96CwmHMUy1YKP07JZwIfeYwD7hIIZJ6jkcePZGcJTC9NaY+HbLbdF5HnjZcUEVnN60nN+2TWFnLQN961jx6f2E20piUwkDmgG069+DPmR4wXJrDA8dCM4fw3Njicl1uIdMAORyaFB95Z8+uK1oE02hZrv4+FVqDBrg3M5UN8dYYyYjquspa9t0+Hcy4ftu55z1jh9lxid9yuU07mD3OmstS4M8XLxG1tjf3Rx8m2h/oqn8X2d8g+gVH/zgB/ngBz+4/pDe80//6T/l53/+5/mhH/ohAP7lv/yXnDt3jn/9r/81P/7jP85TTz3Fhz/8YT71qU/xzne+E4Bf//Vf5wd+4Af4lV/5FS5evPiNafhrxAlYrkIIwWOPPcYXv/hFvv/7vx8pJd6UCKUaEOyHKcJ44uOS+Dg82PRxhvc+uPW1R+xS4OsHkrUIrRHWEx96bCqwCeHhODaM4iUP+Z79BEHCl8eaReGJKytrVRlr1EDMDwNPef/aFgiQA4OOAmj0hQQrcNOIxTTiyu0hg1c0wwzyXU+xayG1pDtLnmoNxLaSjHeeeZmFjSic5sZig4WJSFQoAKsBWaQsA1Uy0jlnkzDAWNiYW9mYSZk0HGjnwVuBdrA3Dv1hncQVqnrI1w9kH34US0DqBHrWe2lVXVrmmjIPt69UnjdevME4yonNgOlmrTnsO9lcWFIxJEty9LFJca23rZZBii9VhqlJquJFuVYSznmBdQLraqdCSVTrMTe3gmcQLbO51oXCyHp/62rm63U1AdymrYz4YTbg1n6ge8isxAq4fLjNdLicOh9EwbCl/zLX0nU4y+sKCr0Xa5Uw+lSfsINeNtizdGmrQkSOdNDl2ud5hI96NAnVMkehzn6wSuFoT18DVxKFx/Bd+yW/PfIgJb7QqEmX/rBOwS6YX3SXRcerYLnccLj+2MOIFSAh+k58jpV9iVXlyE6khPOfrwMpordtDazamWXlQ6Fr67jCwQs+5o224NHtnE8eDXFRyFTvxJZ337NoTmXbB61rA0yFZCGCOdJECY605GYqmA99db1oUNv5heH7X4bPn3M8faHV5NY9I6o2t8NLwbWR5nBP4vIwi2QqCo3X1YySBr+x5vx9MCxxcdUXapnlNUbycup5N3B6Ak9rHRB8e/OOAVIYNFMX/lX7ByoZwB4fuV/Q6AXYoJfv6+9PLU3Xp/XU8nvtxQL8wHbWLaXg99WY+03Bd4qM7xIZvys1XhEKID3L75+uOVC9uBvqhZTQ4v372uHxJLP8X2V8NZnl4+PjzvIkSUiSZN0md4wXXniB69ev84EPfKBZtrW1xbvf/W4+8YlP8OM//uN84hOfYHt7uwHKAB/4wAeQUvLJT36SD33oQ6/rmF+vOAHLrXjLW97CJz/5SV5++WUeeOAB8D4U9gEiioMQu/NhKouK4nY0w2kNWocpMOfwdnVKSyjF4MqE9KbCxZpiN2Z2TsO7utJKR7swZQABAABJREFUZ/cDo/a5MoFrA4gd0aBke2NBqs1SxoygWBHfrC6h0IGnObakpxdkkySYoPjw4o+mEE098SHwgsImmul7LRtp18RiXCklDFTJQJVsRYvGlc84Rekl0zIhVpbc6UqCrnKSE45YGU7Vds0DgXEKeW2EIGJ/y6CVWy+Z5kU1nembjKPPg2RcM3UuAhe1754lhOfcYEJaOASC0Vzy7q9IXknH3No2zIcwiEuUcOSV4HUklmDa9QrejFPsxjN241nTL7nTzExSWVRXChQmxvaAnGy/exv1B89Qd6X0jJMUVVvalAjbyiDDkkvtGvWN7rnHLmA2JV3HXGaSJ2GQ1Xuhl1Zx7JZcWC0diTbNcSBQQUQPWdb62/1oA4avt8RQvw13iqNI8sVNwePHweTjE2cq+si6mr+7efd/Pc9DcHeqAQJq5LRbgZapFisZaO/oFvgJQAWZsnb0r5SXYCPBsZFcTC3vYkHpBaNNx+nUcpgLnponXIs000th/Tq76aVHbdf37/+Pvf8O1i0563vxT3ev8Kad9z75TA6aGY3iKEugiCSCERdDYaCQAQOFTZlQhY1tZMm6YIxvgWXABYXrGsHPGC7GGFMXEEqWUEBhlEea0WjyyWmnN63U3b8/eq31rrXetU8YSRc02k/VOXvv9fbq7hXe7m8//X2+j+ubx/zzvtgFi2Wxsi6yVpQ7FMbkyYf0LEitWCemizD3cPa6dwUOzYe+dMEi12P3jlZ2MIyWRAoMmtUYpGcwsarvZlmct7ngxheLneYNbGYVzReUtftucVKiTVm44nKqHmZpHXC/nHcv54gLDWdSDxu4BUwSQafCxyswsCkoO02axdXwk62dOXeanyvlOq8kr7/lZ/nLh/6vy3R6374mrO0dv1xZ4Pjx47XDb37zm3nLW95yTc2ePXsWYC427ODBg+VnZ8+enZPv9TyP1dXVsszfhu2D5YodO3aMpaUlPv/5z/MjN/1s7TPZ7UBmnCfZk07Q31rsaDwrJIQbWCopZN3JuYyclAhtUdOU7qkUHS4gwoQ488oMc/2xYuThCGgWiBVpIsl6MWEnKykD1gqmoxAfyhdfRaAH8OwjJ2vaw+cvLiJs100yeaCg0Lbm7SuAXGYUO2mXQGalFrOxEiUsSmWEwMBL+NLuBg+ON+gFKb7SrHXGc55cl/JacDAP7ts9OGUhhExLhDLuEqvZ0poALZM5R7PxoIStUzhyM4EhWYjxxj698z2ehuBpTwRYLKnqEoWGZKHLpeWU6MAEuu76Ch5zoa5R9SAX98UXmlBlaCtKeTlwSVCKDrqsgroGPDMjCVULd7BiVbqG38jgJ3EBk7N7KvGkYTCISDOFbyFSe0vYtSlkVC0zMk+TXTmYp6yuMWOky2BYbUcIm2eddFZojttmFkIL0cRN5EK5hDpWN4Ke8s9a7SoG9Y9v+Nw0Trh5ZPmbA8xve0N9Z70A/sU2ebU5z843KZrgW0AkW89tHtP+PGoXbYAqP/S8SYIFHgu9dopF9ZR854YrxYoqSzqAJ4zHITRHOxkXrWQsJJ8QIQ92A8zA9cEEpg7SpW19v2AGmK0FnYVYYrpTwehSpwR7ZHVurjC4sai6IaGYeVrzDScrcDtwOM9xAZzLZ1cMGxqUp+cXbvnfsYJBmr9fQc7vzeuwWjouSe2mNi8SF+SYyzSKLHdCACyl9XdN5PQFW6lH5Lsm0tY2IrSy81SMTLj5osiaaAQIw+u8MQq4d9oBJDq0BENHYSkyM8rsKhVhCg3lq5E5kBLbCcgJ3VdX/759DVhlV/eqysKJEydYXFwsj16rV/lr3fbBcsUKKsZnP/vZuS0ysTCYBU1nBpEZiBMwFuF7M29ya6CEdZ7nJHNC7vnAs3u9opcHTmkr6IwEygrUkW3uuvkSj15aZbLrJp3F3ANcTdtstUR33IArtJs0vKWklEY70B1yoDvEWsH5WwJk6mgNKhKYAJbCpHaZSrgU1BciF3HqCUPHc2oZBXAuPJuT1EebWTDf5rjHQicm9DI8YZycnNIkWrG0qzDCkssdo42c0btzsCmlQXmmDEIs+NKu0KyTulvxpuQTcNhJGaYhUgSMX3zB9S/xmZ5a4cCOZGkiGESSwVQiJiHr5zrwxQUslsw3pL2M6ULGdDVidz1isTelIx2A1rmOdIasqWEUVl0gFMocXW9GmSgoHJeifk0ho7gPUA/muxI1w1inTFDw2ZUNyQIXSJk2qBOpVjWwLIQtVTSq/S/qrloz2ZfcAzBV50+hjFMEaHK0tZglf0jnkpzNzLNzW90lYKh1GmpfTmXp9mPOLMHNm4KDXsz5foBuTbXcuE7PzoFxG1hsM3HQrlfTMwZ3f5qeT+tfrbum3Q4kGSvacsqXjNuSPogKWCw+ltbRYapgUco5ZY6sb9mZuufwKULulyFW2is70q0gS5RLGmTEjGaTSkQyW+wKAxkx3UQgpvVkH3tajit1xxKvukPGzyXyCmBd68v8joHMRBmvgRWlTrIfZAhhGQeW1SkEQUbUVFepEcDz+vNseTUzAtnCY7dGILwKfUjlSYSaC0FRB8rWUncOlPdQzK3zXianLGB5OPF5zARYBWlPsLKZIGONyOcc6RqidXVZup+vIsK1aftA+alnT8KzvLi4WAPLT8YOHToEOJnew4dnXK1z587xrGc9qyxz/vz52nlZlrG5uVme/7dh+2C5YXfddRd/8zd/w9INfXYenXmNzaVNRJYhel230pYSEadYKQDluM2AbRGBF0piQx+0QRSg2lOkA5jEAYGnCbyM684599Bzn/FRXrYyRB+VnE5X+IsLd/PguQ2WB1P6gdsOnaY+YqKwCsfT893EYi50+GB2CysrIzb6Y9Y7Y3bGXZcdzbPoHLB2D0y4Z+MEYx0wTEN2EvdBM6XyKA0JZMYEvwTqnjAcX9jmtFhimvql6kMB+JI8hD7WTqe3EykSfwYq42T+tZPKIKUpg699YLLrE61ZhHa6rMLknqZGZHo1s17hhR3rkM0luLhUTA6awwu7LNsI/0KfwVZAZzcgjCTdnYDeTggn+2XAlggy6CZ4CxEsTsmWMsY9D7yZBzoxikDN0kxnLfQSKVwyjvK+5Nzmab7YKPovheXIYIe1cMI4C0qwHGV+mfilzYSFpEXz1eagQVcXfHkVTUWPqqccnMyg52mMmS1YhLiy3FzZoa8wHaNeP61eYyktFxYsN28qViPDhc4eIPDLw7JXb9V2WjyVbRrNUmi+ceQWxe9b97DCzGUEdMoZjXMbQBlwC4/qUJT3YTtH2H0MpgLsXWBZPof6FiqLBSHARqrB7wWRyjkwG0tBp7qrJmblq2a8+ntihUXXhT+c4lBSlz50tBNq6jgmsBD59XcvvydCWLa6sD4VdBOIqnXlC26RidxbPOunrVOba3UXQXgIt9j3fF17J60nsEm9ApNJhLTYzC1iRCrzQO+9vytCw/VxxjGj2TSSe20XW9wjCcaTqEk2E6wQYD3l5phmNtnLgORW+kVhWrvzfQ/rK7ejum9f+/YkwPJXwm688UYOHTrEe97znhIc7+7u8tGPfpQf//EfB+BFL3oR29vbfOITn+C5z30uAO9973sxxvCCF7zgqtvKsoz3ve99PPzww3zv934vCwsLnD59msXFxSclQbcPlht25MgRVlZWeOPbnsO3fdu3AfAa+V2YKILIDbUiDJELg5k3WbYMeJVjotuduepyxGI6HsmyYXpuAMoiQ81LNlOQBj9PEauE4XhwCYklPd3nvOhjQ4PoZmAFMsq5f5XmOxck4myHqezwuL/OQwODCazz5ApKma7jK9t0VUJXJawHI0xPlHSEzbRPrD120k4NIBWezY6f8qyFk7AEQ91hpEMeHq2zFffmNHyNFngathdMycc1LRSKpuPC5pOY9dzWtsl3fHTPzLZNhQXllDoK/q+Xc5HHaWPmBZaDCTf3LsKK+3tiAjpqihKGzd0lxNlF1KNrdIah8xjtdmGnBwgWgNtwE6T2DDowpN2MY72MaCFlupQw7Ak2kz5nRwv0/DS/rhlFo/p381q1FY4/LDPCYAZeN+nNKWYUwX4yBcFBdLdlm1/kdIecsuNUTUxr+3t5jKvesDawbMy8B00qg1DVQCEw2ptL7ys6GqkspuKtc3N6Axw2NZqlRfi2sfUNceQzzbm+NlYYJef5yYU3r3qo2P6vHbNz3mzrW3TYONc39cA6C2LsuV2eymET2Ha6BuAZw81TzU3TjIOpRQJfGCgSX17GBT9vc3xxkfevMAnpsiVbENjz0Ak1yVqGiCUymR+/mhJ+85GRuIC64sLywLqJhL6hJuU2lyq6OL9xsMSjhbNVzigxBXh1413Ld0gLRBXHGUGWKpTUrOQ+j2MXJJuLon4tBWhoYElRLGjyRQSAKe5nDb3P96ccy4qEJwYwMqejzHW93qiAu7ZSbswyMLAmXbDlX2e9WreNgqyrCC6kbBwD8Bg/PELE2ZXpFSXXee9yojogK4Ve7JSZE1/9kl/g3R/a11v+mjYr5r/Tlyt7DTYajXjooYfKvx999FE+/elPs7q6ynXXXcdP/dRP8Qu/8AvceuutpXTckSNHSi3mO+64g9e97nX8yI/8CL/1W79Fmqb8xE/8BN/zPd9z1UoYjz/+OK973et44okniOOY17zmNSwsLPDLv/zLxHHMb/3Wb13TNcE+WJ6zgorxyU9+km/+5m9GKcW7zH/nNfK7yjI2jtFxDFIhpEB4Hvg+QtUjikvTGraHCE9B6LzS08Or6H4eFp8JTAL9NCVZSvjU5HpWvDHLasKCjPjCGUeGFxZEJCEK8IYCbyKcZ9lz25gw27YUBkQMgZbEq5WsTkJgQ8MNC5dqW/BSWHoyoSNTVj03u6RW8dDkACfGy04TWFg8oRl4SUnHWPImLHlOVeOTiQsAqIKv9SEIBNtLedIPW8g6Ve45DshVzVonrWTzXcVyc7EhEUUmiBKfU7tueyjwHFieJn6pHSyl06fuKhfkV9iCijgSbNERKdevX4R1OLXzbMbDw3z2pRfxAoNnDQfGGi4NULsd/LGPFyv8qSIYewwqM6fFYgSkCqZ+wNS3jAOY9AzDvmanC/jO27XeG5OZWUZAwCUryetrU94o7m1HOUpMOMpl5voxQgTIQurOurXaxsDxyFOtymesrURrWbsPBQgOcqrNKAlrXOS9bA7Y5lZTPxA4CoadLyOERVW84jqTc95LB5arJ1LqkleLpVOfYaqAhLsuwv2H1LwCgXXvYu2QZ+ez02nRCpbnzLNOp7dav2nFcq32hgtTVjJbvtu7nuAzi4qHBt7swpp1tV1DIvMAtcpBZRGNQFirBDYTGKBr5gF8tY2SD5yrnRirncpOZXFgA2b3Kb/ooSc4kFmkNZjC5elU3OpNiPw7XfCQlS3Fmqted6PEHJCdM0EeNJij7fz0dOpzcCJYj93iczkCFloWFcrWOeT5saui1LRI+7ntnquI6rRipuCRF795knJPli+0lUva8hfTAbGUbgGbgcz/GV8gt0YceumA7ZMp0VYjNqJKvbiSnFxhUtSBMiAaes1WXXls2Le/2/bVzOB377338opXvKL8+2d+5mcAeOMb38jb3/52/tk/+2eMx2N+9Ed/lO3tbV760pfyjne8o9RYBvj93/99fuInfoJXvepVZVKSX/u1X7vqPvzkT/4k99xzD5/5zGdYW1srj3/Hd3wHP/IjP3JtF5TbPlhusbvuuosPfehDPProo9xyyy3thfIBxRrrqBc5/ULIcpaZeZeVS1hiUwOpKxetHEZkxg3wEg6lxsW8rA+Z6ICJDjjFCqlV+L4mW0mwU6/cMiz4kwVXWcYC3YF0YN3fmeMx64ZXS1jncbqpe5GeTNAIYuMzMYFri6xMpSyF4UI0IM11ht0xy0ow5UyyzIKKnKyZTNlM+jTNl5pDWw7QjQ5P6PlwencRnTggI4sMbk2eKqC1wHQMJsAFB2nKoBeBcB7y3LullCmBW5Q473WceKXUmRDgeZo7+mdYVhOGukta2WfVyDKrnx72QMDIhpAnv9oMLDfcuokndHGI2HicGS/hTRWrI+gOfcKJhxgHBKlgMYLlqciBjQS8kuKhJeD7mECThZqsn5L0UiZxj9FigvFmabG7Ki1TXhdWgtuJ+/om3QyYedKlyHnQOXdc5YDOWlFqTmf57GztLA16scgZJ/PRYkLMe6CzVM3zk20dyglprnobT+SUlSdrFzuSM6HgcGw5FGnOev8fDG/FtRU81UbgGlDKyVU5z+sqYTWzXFKCz/V9Hg8UJifyi0IgxzKvs1zZHarV3+ROX+ama+GSdKAsNrDuza94ZeUgpTdwb3qhXx57Hgn13RrbskO040kEhrXUciFs3Isq7cJzCU9q11LxKl/WcjDrOlte8JzGNcJysiPJcBPdSmpduULxokgKkomrUyzJ66y1K/PrqlyHFBYtG7sTxbRQHMsXQtaD9Uxz8zTjUGJYyRx9aFsLVqTlnWmPcUeiYvB3bY32YjzoH/QYbHg88K5RXq+9Iu2iZsZSJtMC5wFvguE0w0qB7niOYtK2k7pvX1v2VaRhvPzlL7/irsVb3/pW3vrWt+5ZZnV19ctKQPKBD3yAD3/4wwRBfcy64YYbOHXq1JOqcx8st9ihQ4dYXV3l85///N5gGdwgI2TjUPGSaDcQi4q3WQoQAhGGjI7nXDmc93QLl3kueHyV+M7z5WB8NlpECOgOYhjEGCOJpz56EiKsA8Qznp0D3k4mKvcaXzdlsR8xGnfIhj4iliysjRkoRymROHmy1Cq+MDyMJ51+8kDFhDKrJfQAB4ZSK9lM+mzSRwqDLwyPDNcYJwEdz3knC+WE/q6PEZaspwlw+rpi23e7k/lCgeWE0M/IcjUFY8QsO1wBDqTrrIzzRUpBZ+ka+qELWkvzzIMlhS8HX9a6CWxVjVhWE1aVm1i2dY+PDW/GINgIhkgsYtwn81x2vSqILOgdhfnCMDU+mS/ZWgFWLJCyG8mahmUngdWpYTGSDCLHm+ymgq4WeGMffxggLs5S2YIDOlZajGewgcaEGhNm6G5G1k/ZCgVJP8XLwXLaT1kKZ2zMIkV29dlVA0P3sgKEt2twzp9rjMBEDQ5jJuuewFyBpZkQREinYFA15VHTeLaArisrghVk05ZhKwch71kL+L7TMc/eTfnLdTVfpokhDHMUkdI7WXW4xXJOwcJ0hQvYLc8DmgkyAK+Sxrmwp+fezg8vBFwMvGubvNrM1n8XqZxRFgoqi2eQ3YxEOVEI1dHu/ZKN+2nmM1LOmXDULqvrz/tSfj/WE8vFAnQVdITa+fOgv60N6+U0jqrlY8EVzQpQkrEHSxkMtAPLctLY6WjbkS4+LxbleblSH7la1Lboj7fhSQteZrgh1RzPMta0oWdtJUHRrNmxkqygmXQFWlqsFPi79bqyjuTgHSHxULN9Ip15iPcAyjUAU2ovN8raQqqEGZ/EGAeWw6tdUezb33n7KtIw/i6YMQbdsst/8uRJFhYWnlSd+2C5xYQQ3HXXXXz84x/nW77lW/Au56GqDjYtwFlIg5nmXGclHV1jcYF0obJVbSFRkvO37nLoS0t0P3mE+HmnylTExswGYykNQlp0z6K7ztPgPM1OKUJoUXofrIAbD17iYHcIGy5g71LUZ6MzYivrE8oUX2h84cCyQZAYj8R47KQu4K/nJXRUSmK8EkyFcvYSGivZ1T7bky6pVkxit5ILvIznHjxJJ1pGh5pAZk6nOfbK/CNOFgmk0qXah8n5u1GQMhSWLFEuWKYBaoq5SfQzujk/uOu7iavjpQxWY85PFtBWMIxCDi/u0pd1JYjIBmzn17mbui2gWxMP3U9ZDqa15B2ZdROsl6OeuHI/CtNmlia8eF5xCGdCwZkcDQlhUdJyoD/KKRUpQSzoDxXdsYca+/hTDy9WqETiTXwY5bJr+Qy8XLxf+dR6w73rXKccuNaeIQsMYyXZtF0mPoxCGIWWtONSAJf3UFj8XIlj9jxFSZGo2uUylV3WDO3qAlS4nY12ZP5+WTtP2xVagG4klsi56wAJkomEtdTOAyrLvFRXW4KQlr5aCbLZGS3mqR5t1lLklK84nmm+eTvm99Ykc2mFCwdkI3izpAw0Fx9NxolgPmmKFYhcKa2F5l62a/UsoLSg41gravQXIQ06U9hp/Vlc9N11rGSaUs+u4JlUOyoaz8LiFvpBUw2lwgmplm278MILXyw8BOCZsnhgcN50aWce++qtnPNyt7xDLWa0QOBUNmzRtrTI1HJ9bDgWa9ZTw0JmqSrkpcAlITmrFI/hs4Pi2TriLptySiiOW81LzZT/LVzcgswgGFq82KAiS5hlrL/Q48Qnpg0qhazpJ7sfdl5/+XJWfW+M4T1//a+u/tx9+ztv5Rx8lWW/1uybvumbeNvb3sZv//ZvAw7TjUYj3vzmN/PN3/zNT6rOfbC8hz3zmc/kgx/8IB//+Mf51y/51as7qQDOon2EtdqAjtFrCwQ7AjMRZF3nPckWDfb2C+gzId6pZdKbNjGrEScuLZNEPlJZpNJIaTGJymWCKNUwskWDt5S4bfVYOQ1Yz7IUzFxznjAc7A5Z9CPOJ3kGuJyr7EvNoc4uO2mXWHsYZimgpbB4OdDsewlHOtuOmmHdv3G0MCerpo1kWU0cHWRtzNMWzjHSIZ9JjztgY2fBLv1uUoIxJdyE0vNT1nsTDI4mkGrFqdOr2MwrJ0thKSkGhYmc07sWjlkLHffaWMlU+/yvS89yfGss13cvMtENncicb5r0svJ+uXtkSm5xnH9lptovqRLgJOakcBkXqxJuTQ+ttQIlNWkO+OIsT3CyGnPo6CVXd6V8X+WLCC2wow7Jdp9st0cnkoRTRTB1WrwiE3hx/reFRQSHay2LPBjLKx2NWkGmLHFX87k7pyDdbnzgSbLGqlybeek8Ke0M3Nh8W74FfdqiqgatoLlT16pOJWwD8LWUadjZQHJTZOhlhkmb/FrVKo60K1qzf3IeTFlj65xPkcsdNjDgA56PLyz3TFKOJ4YToSyzz1223S9n4sqpq1NPsJK42VIoEJ3Zs5bKHY/jgjctKp81v2vUgTAQKce2X8i9uEX/bcGfLugTFhd/0ejfnBUsJsB6lToK73/RPYujalWpHoWyTaWq5dSwo3CSeYWXOP/+zPPDGxeXe5lFLtUH+e8WbGo5NrUcHxk2YstCmlJIbuddYywFmyjOoDhhPbIiItHO+vkgAXeScsAatozkgDD8PT3ms7shwwuCcHvGHz583D23C1+MqVnOUb6sysVlzNrGO7xvTz37KtIw/i7Yr/zKr/Da176WO++8kyiK+N7v/V6+9KUvsb6+zh/8wR88qTr3wfIetra2xnOf+1ze//734/UU2aQZoVIgtpZBpQqac0m56qp+crSLMC5Nq8rTu+qu46Vuv+AUq++5ic5Hr+fkK0+4jFcmpyakMt9WBdMxMw6vFuCb0iMouwa6sDCYspKD5YI+UZixEimc1NvEBDyn+xj9bkJkfYa6w2Y24IHxQUZpWPM89lVCKLJaog1jBTesbDFOA6LMI0o9FjsxnQtdBAKzMUQJwzgLXSCOl39TrcAqSyeYl9srAtwklkDmFAhDTTbLCrjnuhMc726hkZyeLuVqEfWAFCkMiVFMsi6bseNWPzZexROm1KSWwtLf9hAIJgNdepW9OaHXmVXvi4fjCC8F0zLbnkGwG3fIcqCpG9zgK1mV+iE9C8sTTgcdzg1c7VJoICn1m6v9GU9C4s0+/VjQS6GXQE9bOtoSZAI/A88IerFgEPn0pjGT/uV5jvPgdsY7z0vMBWqC4za7wVnMYo5SSZLVudGyRQLPr6SDM1agY4WYePUBXNQB34PLkpvPGm4baT69UPF8GmqATOR0BTnL+g6ADi2m2wiOCw1ZmwZ/81lKMU8v8GidcArKwqFUcyL0ELbl3LIDV24a6l5S0dUIz9SULaSwRH6xbMowUiLmb+dlt16LTI7Cz2pb80UwoAb6TS+marqyxBzQLq+ziVEXE4Ss725kkVcPrstBb8nVrjAJOgYSHKv/6MSw3TdzwNzK+kKuRNjF+10owwiLEJr1GK4fWQ5GhqXEea2LUzQwVoJNT3AqUDzaUSRSIozA33I/m3p4Rdr1JFNkARyymg9d6PHKA2OMgRcuR+w8TZKOLDvbglOPC44cMVw8Ycmm83PTnkC5SbtoM5MvAvdTXT917SlOwzh27Bif+cxn+MM//EM++9nPMhqN+OEf/mG+7/u+j263+6Tq3AfLl7FXvOIVfO5zn+P6Vxzg4T8/016oGJRk4SWYDUaiGllc8PeUQvsCNQXdwc0ZFryNKVPtM/XA3rzD+sPLLH5ug/6BiMm444AyUIaRewZbOH+0QIw9sonCLmSo0IGs1d60kooaPDRf3D7I46fWWFiZsDEYs9YZc6S7Q5DTCzoipeOlLKiID166mWnmOyUMnESb7BhGOqSnkhLQZlbR8xJ63gzYJFqx88ghNoAz65ZBFnIp7tUmOCsseIawkfHNk4abFy8yygIyoxhlIWTefACPhFv6F7ihcxGAO3unAfj06Dp2085cRr6mrF3VjBV0thwaOtcX7ER9x2EWlsO93TL1tcZ5qU1TFBYHyp0nfnY9PT+pKV6A8ybvxPWU00JYtpMuocpmAF2Csdme4LrcKhcCxUzn2VjBBI9oYBhX5CQ7QYqfa2EX9vRHPI6eC0g6GincuUn25LVUW/mbhRWAo2h/zuvepH7kAKxYMOTHzaQxbAmQ/kxg79KCwZ6FpaweXCiMmE9yAe2AraXvc17fq/W4tIFC4Pljl6nvc73ZomGOJlK0U72OQoKscsx683OaUAbV8AYjLHkiOpZi2GqZN0qHbUPVpBOmyAZFx+iGBrgVJJK61nLZ1+rWPjNPetNz3lyUNYByrSzMAul845LMCDvL0GcEvoFLPqyncDA2fH5gmclw5G3kwZnlYiUHxgrN4anl2NSwnlgWU0to5l8FgBO+5MP9kEkxF3h2LoDRqpzOY3Hvos3VLZLZ7d6Sig1PE2l4ZBRwYz/hU5dCDqqMvjDcfIsliDM6XY8Hv5jUaRfAXEahvfjJ+/b1a09xzzK4FNnf//3f/5Wr7ytW01PQer0e9//ZY9z4mkOc+fgmk/PxnmWFFG5UL4KkjG2lY4hOSP9URO+sJB14RGuKaEVydG2nLHPplhGLpwcsnerzkhtPMTwA20mXc6MFRtOQeOrXpaKsoHfGJQiwQqFDl61r5fjJufYvjvqIocdouMhILPKogMO3XOA5/cfQSHzhvLJD3Sk9oQUIS4zi/p1DSCxdLyVQGSvBhGGux1xPaKLo7gQYYXncDpC7fSZpwOLhIUnqkcQeJlH4vWRuIgxVRl/FLHiO622sYDfrcPrgIsYIokmAzTP89VSdh5xa5WgkVmCsovAxe8IwyKXZCr3opnWHPhbLcMGBXYNAWlj1xyx5FXKED+MsnAOxkfYx1uklNxN9VM0yy95H/nvXTx3Az2Z17sadMmFJ2fQccXZWB8xAxV6qEs1AvyATWCymMhJYK+bGR1dvnUJhjKzpJGPBZsrJqVWbN2LOK920MvFYtTrrwE4Ni5VSZXvX5STLDJ29tvWrtle/5o6LeVfuHiAYW6cDtJXpGcOytpwKJFPfVdTK7d7Lo3ylCcwKF3zXoClJaRnl67TVDIaeIYnVjGtbmGfnNs0sLaBV2LnFz1QKlrNcek1YlyAly7k/1dP30Eyu10/pKLBFgGYi3f1tnGqVqGl8A0jrFlG7gWQlMyynDqDLicy9ufl47VlCP+P6JON4ZOgby8DYkkoBrulIwcUQNvKpYNdzyoOhgWOp4ZYo43PdPEGVZSbzZ4A8O59MqPe94XR/IvM44GuuUxmPn/C47taEQzbjgft9OqemPOu1Hsfv8hheMoy3QMi6ZGm56NyLo9wE0kq2zlXu/gvw9hORPOXsKQ6Wf+/3fu+yn//AD/zANde5D5avYP/lA/+Jf/XTb+K6lx/ggT86sXfBWf5m90PhAvqKrax85S8WF0AIhLEEuynBbopMO1wa90i1ouunLPgRTzznIjd/6CAHP34I88rH6fdijva2XVVWcma6yPnxgOGkQ3yuV778woI3dZ4ST5gy0Yixgth4TIbhTN4q/+dLQ2QDsKDyoJzI+hzs7TLJAkZpSGrUzJOJYJwFjLOArXim5KByz2ogXZrrTiRJck5rETi20ImhE8NCnuI7Tw9tcgUGg6DnJWVbBbibap+O7wBoL3TXNAjdjLWVFaocmokOGVaAbFOvWJKDRUEtgA8gnHhYAd1OUn5WLBS0rWsTt9koCUm0qgEKVQGnxc9AaZSwRNns61emua6ALGMFUVqnKnS8rJYy27UblGDZz8FCM/U1OECdCrcFX/TFy5UGmoudqzGjG4DFCkezaXqm27i4TSBmwbbod5km5aKor2qyTv+Q+XdtKuYBlWk6pY3FNuTZVCJQcf0adGgxC83t7vnraFP+KMtW7I5pigA+27vCENxSlQntfAZAyZxedFOPGhz2GfdcxxdTO9tpv8yjt5UgP7d4q9dnkgJsuw/GfsZqBiJMyvHParU3J7n6ex5UJ+TMQ2ymHmKq6reiLfhOO/k+q6XbwdKC49MMAVzoCA7E0M8cgD4+zTisNWtGs2gtIbZWXQZMPNgKBGc7AoHlabsWaWE5cbfrbzYkDy7nkpq7iu86H/GcKGXHlzzWy48nsnZvzRwlx3JMZZyRHjZXRnrM+jzXxhzvpVx6TPLICZ87bko5fU4RXfA59fmUW14YcO7+GDGOQOsr85MLr/LVBvpJiR30wFNYIXjtM97EX332/7zyefv2tWFPcbD8kz/5k7W/0zRlMpkQBAG9Xm8fLH81TAjBwRs3uOlVN/Hrf/jtALUEJcCMgtG0KuermDQ8hYxSrJJOdkoIxockvtJMU49p6rEtuix2Io7ffJHw4Q1WvrjM7p1baCsI88QRtyxc4JaFCxgreEd2J/p8v+S9SQ3xumE9HJX6wUrA1AZ0BzFZJyNLlfPYxIqnr8woJroyZdw1cMejXIf5xGSF3bQzk3hjBrTczzyVc+YTJR5KC7YWDJM0QEnDzrRD4GmUdGcqMeMjV4HaJAv40ugAgcwIpGbBj8iMQlUoBNYKup4DzamLciTGZyvtsRN382dny2QqHZXuCaAL82OJ8UyNTmIQbKZ9ttNeufAAyvtQ9N1YQWpm2sWFWWHLwLji581LF+mqlKwi7TbMwgqNQubaynKO1tAGaKtSb0kOwNs8y5mWZWryUtM4URghOLe7UALtKPFLFQQhnI51W4bFr/ogasVccpBWK5zN+c/F1B2aStEOXK/YLvNUgLZrbfMsl25IQ8/AwBj6meWCUow8t/N05zTm7mlGCpwL/JmnuEVizYZmDgTLUBOG9Z2LNFVzoH+vK9/JPcu9/DWX0rjYiMKMyBcp+TuQOH6jPDyTaSz7Z5lrd8cXXDe1DLJSyMUtcCoKFO6nrV2bEIC0zGUP3EtxRDtPbcl6igR2EiAr9/Fwrmt/qic4NhEMMssbTyQ1b3Ei4JKSXOwIpDTcvmv58CHJo0sSqwW92PL3T7j7nUjnJP/ciuSZm4ajU8u9B2B3IPgfdPgH5yJeMYxJRnAylHw06JBU54F8g6JILrKM4SVLUz6iuzxh/LxPkqkVLPRcoN7Zc5Kj64Jn35FwVmlOfXTIF3c9Nh+NL/8drALkwtqAsm1ZzBpTAuV9ewraU5yzvLW1NXfsS1/6Ej/+4z/Oz/7szz6pOvfB8hXs/vvvZ3d397I5ycVe6a6NqQFm4XlgLXKU7+EpifUVu08LOOpnxJmHyRf+XS9l4dmPkJxaov/IKt2bzxD3DRMzz5VNt0OXArhoxwhMX/PFnYNsdEeEMmPBj5hq36kxFFzGDoSrGYvelPPp4pyUXGEdmdKRKeMgrAHkqjdylIZoI8msA3gbWwqB4MKCJdGKNPHZOreYKwhY/G6KUhZ/WWMQcwGDmZEkuWLEZtzDk4b1Xs4bNpLEKJaDKUPdQeHSRCth2Ez7s/TQVqC1xJeaJH/VCw53R2Us+VHpcTdWoFJJ0q8HG0oc2NUI0jzCKzOK3bhT834bK0rZPABPOQ5woLTzmhfPhlzxQ1hUfs0FiJ4F6DmN5yRTGCNrYHlsA7zGVnOSqRqto+l5brMCYPtaoIUDW2nq7rfR9eWEzhR+UAdnxghsJucn62aQXpvaRBswlBavo3Od5XxBdLXpnq3rYzGvb0qBRXM41fhWO6xlQVlRyr9JQGFR2lFRPOv+loCyFiXAtxYP8LF4xqJig5ezCjwsyjr1EN+AZ52KS9WJ3qTivqvfYSPTPCtOSQT82WK3ro1XUYipnnc5ykl5+4RFVwu2LW5wuCgT7n3spAKtBVmSB01WTTOnK51EPgzqwtcllir6bQXbUgGGtSkMix23ZlBb3sc5LFa5flvQNpQt36syGZEFb9jy/jX8Fh3tCux68JllRS/L2PUFZ5XHyY5i15/1S3Q0PSy371oOTi2PLhhefdpydOLq+IsDPuc6jmbkBwnP2YT+yHLdCLaDhI8PfIYKlrW73Jsjw0Y85X8O+uWzFQa8CcjU1bkQuhfguEpLsCwzuJgqjgcZC7tTst2M+09qDt+uOHqHx/p1K3z2jzfnr73GEzd1kNxmBZg2Mg/oa3CgjIHAw3oSq/aD/Z5K9lSXjmuzW2+9lX/37/4d3//9388DDzxwzefvg+Ur2BNPPMHKygqHDh3au5BS8yt2kycnyLlkwqVAq88O2mD7IdfffJ4XbzzCdtZjO+mynXQ53N1FW4n30gfI3n038kO3EL7uC8SNfeSLySJqImteListKMvjl1Z4Qqw4ObUgZa0/4fDyLpvjHknmsq/1wsRFyBufyPgoYYiMz8OjdQKpWQ0mdFVCTyWMdVALlkPAejhikMubxcYjNj6PjNZY23T0jFMrbkCOEr/cGgVIY0WqLKe0QAjwfedx7oUJ2kgWwtglN6lQH2YydoaQjN20w+e2j9Q8x5H2iTOvTIrS9MSaylb/YpWHbEDYIwSLY24fnGM36zjtaSsZV4L5dO5Rb9IlUiNJs1lGuyT1CPyM65c284XFrN2uSme0C+qAu82qXmJtQFfeAW0kw91uzbsnfcPG6rCuHqBVq1PJM/Nxk3v1oT3IqgXtVMu1brqIWRa1yrGwk9boFHHsk8RXwZc0Ai6ENWwQiRHrmeX7L0R7n3ctpudopg7zi5kEeCRccFsiBZGCSAqmChIjeeEw5dXjiARX/v9Z7KG9y6Ng2wSilYar6citxQWj+RUJOGlnyX0qlTnNdjDC0i3WP5fzHFXx08Rje+R2bbJMoWPlbkAia4GJF6UCUlYSeKx7bV4pqyV2Wgm+K8a0JvWm6NvlJnJjOJJpty7LJOcCyZ8eyb87c+8fYASRrzAYViPLq07Asciy6Qk+tBhwQSlIHYhXuTLK6QEoAwcm8E2bbqG9rQR/udThH2xOWbSW148mfNoLSXNcPvZ8ZL4m7+Ze80NeRv+8wWQCmVpOhR7XHc84cizjic9kGODU5zMuPJzx7L/XYfX6gHOfb2TsaQbwXW2gX0vgn7UWG3hki51ysfuqV/xb3vO//+Vlbvi+fc3YU5yGsZd5nsfp06ef3Llf4b485Wx1dZXd3V2MMUgp5ygYwg+QvR4unXUG1mJbMsdYa0EbxPYQ4SkIA6zvsXNrnxevfd6pV/hjVv0xaU9x/+4htpIuS37E4eu2CJ9YRX/+CNy+Was3MQp7MHagIpXISc5d7aZ5uw7oTOOA6w6c4mmDM8TG53yyUAap+cJ5d7WVaCsZZyGj1M0Gmzkn2ZOG1XBMqLIy9bKp0ELAgcBQZuzGHW4fSQxwwXRQkXFgq5c5b2QR7FMGo0GSKEAxnQZoLdmUfde3IENKy9GlnRIoF1Z4t40VjIzr707cmfOySuGSbxTea1/pGqUCQG45mTt/eUioIhbyDIcFBaVoLzYep6JltK2ndc70PKgr2nZ9du+EJ0yZ2ATcPOQJWPKnNVpGbDy6flZ6nTOt0C2UBGOFA8pV6ocRJdWl7IuXlZrO5blYlIHEoxI4Zwk79XtjrQNHNbnjQpWl2CL/2xxQ84G/itHPeoobU80ZX7CZS7QZUQ9c1MLxruVYYqx7QhpBpiANIBGCRECMJFKQdRr3X+ZBbE2rAjsLIpWclx5/b2dKB5eMQvuizLhZljfUAxiLC6p6eK2TXrTNLG3ClpJu9XvToHUYiRGGTFiCzKWVt5VERu5euu+mDe0cSI03G/IZljkFj61cKXApNeUOgtBixrOueKHnUmYL21pnM323MK6+Gs2mUdXzkoQe1vHCq1SIfHFRUnwKr3ss0VoQy5S1GASWs4HgL9bmJUO8yAWRbgrFx1YCvL7lecOMG+OM+zs+CXDekyxmhg1r+KZ0Bmwf7aR8dqeLsDDoGGItCJXlmEo5NXbe5a2phzGwcszjic/q0tGSZDA8m7JyQzgPlpvWxk/eSxHDGporWzFNYNlxdvZB8r59Ldmf/dmf1f621nLmzBl+4zd+g5e85CVPqs59sHwF29jYQGvN1tYWa2trc58L38u3rxQi11QWaYaJ41yvcjaYCyUhy7BZBlEMSiL0Af7nh5/H4Vsv8Oy1U/S9mMxI4sxjbF0A3RPXWV50xuB98SD2+AjRm/EGL0wHCGlR3Qy6wKLzUna7ySxoLs8AeKy7hcIlIbmh4xJgFLQEY2VJvTgXL9a8mUJYPGEIpUYKp/RQ6DS3eUTjzGOQ4mTwLGSZpNdJWOpPXXILI4gSnzj2Hc0gb4OCR4sDDRqBngYoTxNrDyksaT74+1JzvL/FMO2QWUmk/ZLzWzVH2RBEwJAgv2ZYzROWFOZvuUWBv74zV0fh3VbCtesJM3fNntIs9qIy5bY7ZkoZOHOFvfQqLaMov96d9TGzklh7XBrXU2MLYVGBqQXbzXE+97BMK6R1PMyiz1Lakrtc9sUK0sSreccBRFWWzOaKF6aFC9d26f78pB1NgxraMW00j7a6BE72q3LowwsBxzenHEwtH17y2fEkcyoVOD5uEDdOFqCb99CAamITKTB6/l43U1sbD7Z6gj8MO/yD85FzanYMonEPrBHQJqLSBI5673epyVVvZmM0RpJshyQiItCWdCd0Kg3NlN9CYJrZ9GoNzX46TrP7U8UChMQSsRCDvzUL0MwWTD0w8TKvaUm3AMdjTvN044WEfQnq289fzzKelqWMhOAT/RCMnt3HvXjw1nlih56gm1jGEt6xnr+TglIrWkjLi0667p/BQ8QSDXxkoPjIYCbG/efLXWQs6A7hxTbiWK40dIOXcZ92/KSuZ9lJJErA4YWMU7uzgN5RIhkMDNavT9M75zKOPSNEemDK3YFroF0UtpcCRm7veODfXb6+ffuatepa/GrKfq3ZG97whtrfQgg2NjZ45Stfya/8yq88qTr3wfIVbGNjA4CLFy+2g+VuZ267q5ZatPjpRGzri3dr8ceGAx+RZB87yAdWDxEdsPh37HLL2kUi7aHzYK/7nz7k7k8tsvCR42y94rFaH8IwJU1VueWqPJekotpU4GlOTlfY8buseBN8oenImQdRCkOYA7tz0QK7iRv0fenqWg6n+FKXns5Cw7gIICwsNh6LQYRvfC4NLJ7nwLrKJ0klDUq6/lxKFVlUpMTN6R2e85BZKAFYEMyScxQgteclXN/ZROXJIyYmYCvt8bnsCNrIkvcM1LmcOAARNiTY1E4IWI4cOlnqV49NyFB3SI2q0TkKr3vThHAZ/Arb6I1naiR5H6baZzPpl4sUXziPd5OW0TRPGNIWdCEA5WlU5ZuslJlTt5gmPpMowKtIiWktkVgSNWvTvbozashVm7AIWiTiWsGtRTYkzax1CUdqtpcmckudpqETFyP4y9WQb92M+XuXIv77WodYqrqXNq/PtGzxtwmfzPGJ25KNtGxvygy0y8eDwGUYhD2wTQECm1btT+re7yoLQViBntuFt3NZ99xWkyAW0NurrWqbhaPbCNAgE4EwoiZ/pipgueyigp615cLBCtr56wZyXsjsb2XnFVTS+UVI03rGcHea0LeGo1o7nniv42781XCNAIzg032PZ9mMd6yEbjHf1bUgw9t3NEcTwwVPcjLMv3jVh1GjzQhMIviQ7fFCNeF6L+ORzMMKJ12nsHhYzux63LGREAhLmt+L8yPF4rrh0M3Q6UuWNgSdASjPtblyQ8ClL10FzajkJlfmoiZQLrII7gf0fX3YUzzAzzR33r4Ctg+Wr2CDwYAwDLlw4QK333577TPhB4hgxme1xrgBSbcPYDaZSSmhFLLfQ4fuRRTG0r1o6V6C9BkpL1//IhMdMtIhJ6Nlsq4iPgqdU0t0H15hevMWxkrWOmOWgojEKKaZz24Ulri86mUKlOZS3Gcr6fIEK3jSsODFHOtuEYqMjkxdWmfjM0zCGfdWK9CK1WDCkXAbbSUTE5TcaY2sAWaN5MiuA07JxpjrVhJSo/ClLvWPE+0C0rJqBH4ReS8MqgI4C8/4btTJgbbBz+kNVT5zTyZEyieQuRxIbolRTBLnjRU4AOirjL4X17ziahSCsHj+zLW3KA1P2LVcbWPW1WEaznnwCtqDZQY263SLWQW7aad27lo45nC4U94/cNzoprSda8fOqId2Xg8ZwPPaaEACnSl0VdbNGAQWaSy92DL1XCR+nHguIUixQDGCdFpJnJEDMNuUp7M4YCIbB1vG2jkO9FeBxnEhULx/KeAbdxK+YzPiD9f7X36lovH7Hp5uK+ufiURwQ+TekRPKQ44UwtQXB1bisls2PZ9NlK5wC8nK8bY1hLVO8qzNJkqwltkS3FvP1pJyCCtcLER1h8mCN5kHxm1NJAhCXNxGy2s8s1S2BP7NvzOODpLvOuX3XWBnChvG8G3TMWHenV0peHevy9CTBbNj7/5W/zaCk4HPyVW//MxqUe7WrMSGF13UpAL+ailsB/979Hs5H5e+lATIDLzYcvKix3Ouizl5yS1+Di5knNxxbT++5XPzWspNz3LjpNGWZGxIDHSXFePz85lPXcHq98q0xtO0xxLU7fVHfoK/PP0bVy64b1971rKov2zZfdsHy1eywn1/4cKFOb6y7NZBj5AuHbUlp1zQ8DJDqbeMMeD7BEONNxVkXYnxBNGq4BuOPILCspBzZw8HO2x4u/ANhof++HUM7l9HXXeeba9T8lwDqQkCzVIQlR7pzEhSrciMk6Yz5SwOiZakKuVSMii9nKHMGOvQJS4RltDTCOG25Vf9camUUXikT8XLXIwHeFKX3OXNpMfixZzvfMAF3XW9FE9oOiott/ITo5gs+iSJh84D40wmEA0lhwJQjaOg9veh/m5JGymA6HbanUmi5abNjBZRAFnPSA74QzoyJcoj0LPIQ/uW92zfyR39M/RkMuc1B+boF4UN/KSicez65UlT8xTvJVkHMy+uzLnNmVFztBIlDWu9GTVDW8n2tFvuKBSJQtzvwvGqK4CqmbCkUAo4FMHff0yX96hwOBrASdZaUhuT5cFriXB83kgZ97ss+L3CUV6kJJYuxbD1c89cDRg7T6KtkExLbdyq7eFZnqMMuBtXz5amLKJjeLQrWLOSu3cNt6UxD8rGroAUmPaNgvmmBTUPo5W0cpZNA+wJI1AjSZZ7N3spSFqUL0Q7i6W1LxaqrHnbBIQ4kDd3LAfiE+HODjNLIqUDy5V2rbX5jtl8H6vdM55F2pzzXPlgIgV9Y9FdO7ueqxVUsLiXivxZ5+9FLbZZ5P0z7tdXxREB8Ak/4P6uR1bo3Re0jViWEn3FMRPYuT5VFwuAC+xUAhFYDkwN33DOfU/+/JBfyjDO+tS8DnezZAb3qClL0nIqVkymHqE1CGO5MFTsTCTHV1O2JpLDg5Qz5z1UYhCZ5Qkl8MYRF78UM912Hb/91T2ySBPtVBbFxTxzLVn62lScatfztedR3LertKcgWP6Zn/mZqy77q7/6q9dc/z5YvgpbX1/n/Pnzc8fNNHJjbRg6cCwEttgLzT3IAtwqvmVbwC70kKlBpuBNNVYIxkdCXjh4mMQqIhuUgHBBTemIFP8b/5ovvPuVrH30KOErHmU76ZJZWQa6ZXl5JZw8XKgyYu3xxPlVp4rRTVjsxHT9lJVw4q4jB7BTHfDFnQOMLjoP3FBZVKjxg4zRRpj3w3nNtZVMdUBqJal2KaABHtlZ5/lbIUZYTpsu3TR1KZxzb+eMI+3R8bMy0Yi1Ls3yZBJiii1BWedbFuXABRNqW9AsKI8d7e2UfYm0SyuttSyDn4SwbPRHpSe9lyt57CQe20ryznvv5p3BXSAh6CfcfeQ0mVEsBlNCqR13uBEoJ4Qtg/kAQs9dkydMGQxZWDOTIMCCF82B8LEO5qgn7v7Zyu+awMuIK95ipRw9RjeAtu9pVpcc0I5T5+Ff3HHnnQ0FF0JBx7pUvqG1eLm8r2dctH9gLVI7b95eDtWm2cbv1V3/6t/F7wYoEjOY4piYfVYoT1jrgkdr6nNt3kmvAD5uAfu87YwHV/xasJeVdi5RSXH63PXMtdEA6JXjbXZSuuXXDVnG5/0WhG5df2oAzjrqQ5NTbWzQFBPBhnreIyvbPfsjKQHNcmY4H1TUJ/KfIufAC0MJMrF5cpbAzq5TOC63mtYbGQnJAQzCGqxo1F85F5gFOBYLES1Quw3Xp7AYn9qDKYC7bw1HjOaSlNzXDRBaIE3lsosXqFWXr6grf1eMQEZilhrdgoklB0TC60+5keaLS4KdPtihnWUSLIB4NXag2AFScNDLSA18dOjGVu0L/IlFGHjkhMezb0+4cFGyvmZYnCbEsev9Yyd8wieGkDpOshfC8jGfR/96p6ROXE2SkVlWPzf+ijzOpmbGQpAHQzaVm/btKWVPRem4T33qU1dV7slSjfbB8lXYxsYGn/jYJ+Y/sAYzmcBkAkrVKBlXNOmSkojMYnPOqMCy+7SUmwIHzFOriKzPJT0gMgFIWD5ynpVjp9g6eZTk4QOERzJCckkzK/n8hTWGoy5Li2P6QUrXS0vtWmsko6TLaLeL9AyHb9xxKZ0rs8bWpDubRDKBzjyk0jywc7CUaFsJpo5nKwyhhLhUx5DsRiH9xElmbY+67IguR1Z25i5fN4PFcpm3aoINDEilObA0ckoUuQ61tYK+Sub6Di5VdlWz+eRwmelux22jSseV3Qx7XEwHpTZzhwRhYbfg7uZerYSAs+NFAC5O61v4njRly0pYBn5cSypy2UcvrOt35Ttb1bUG6KsEL3Tc4yS/v6M0nMskuJenu63NQn+5lyeW6F5y9JQv9RVfGuQ61PniqGpZ6s3xiaU29DJBJ7N0jCUwEGAJrPvdsxBo8IzFE7bUJ5bWlsnXCketwA3IjqZqS+ZGcbyJhwVXIK8W1shOH1j4B1tT3rHYYcu/8j703GNsw8UVOkTVG9k8z0pASoZCsGyN255vBu5Ji+2a+SQcsVf3pgsQinqw3JxXs3Es/94UwHE33/laSuC8FHhTWeNp78UPtp4Df/WbMP/3Di5wdw3N+WJYzCUt585pOX++YYHI+dZlkJ9xNAdfuAXcGU9hJYh0foIXtmVhZQW2hqpxY04i5s599iV3Q053BR/ZkAjpnrdoLGTagIUOoINlrCW3+BEHQ83Hxh2CnQyhLbtYdg4JBn1DmsI9z0157HHF6VMSMgvGOApflrF2Sw9r4dKD08uD5MpnttBMbn7efI5SgL8PCb4u7CnoWf7f//t/f1Xr3/9mXIVtbGygAkW46BPv7sET0xo7nTrN5dwuu4IRAnFuk2ArwIY+dtBF9wPuuO1sWaSgPWzrPvdNj6GEoScTll/0Bbb/5yHCzx5BrZ9ABw6wGQvDB1foXBTEosu4C1nfYA4kudoE5ZdESoPfUGrQVuApg78YY3Sho0qZLcxYwSQLmGQBB7pDXrD0KCbnMEfG52S0grIW31jO92fX7rVES21Ouk57mZk3NDMSqTSmIsMmpS09tV1/lrr789uH6HqO5rEajvErqb3LR2IFO6NuyTtEC3QqSRckH9+83rUtDAdGmlsRbPVA9DM3iUYu+cDl9I9Lx5g0rAQTVD5TaitIjMcwDR3tIwepzYC5MvV2izm5OzdBF+B/J+kyjMManSJpppbOrTmPKuaBdRC5F2KqLvOeQqsbwijJCMGoOoIoi9epA22dKeyoMcxInMu6VqFwwXcNgDeXgc+CSOePqbgOWqwHuhH0d/c04TmTlG/fcbsjf7EacF76eOMGaFWQLdaVG4QViLhBndCunZqIoG2hiVjK+/eI7/HsJOW5UcwnwjqN66otB7xlu8YBRyPVTOot/56btIL4jbsOmQh2cwrOYmaQWU7zv8od/JLaoCm3BkxQX/xtehImsIrmvJ9/cKV1XcWzXUe3zpog9sY05bnpLD6kYPFYBaKpKmLbQH6L173q8RZglKNGHYhg24d3X1ek3bZYYeffz8p1iDzDoFXu/i4owzOW3EL12Wsxj56S2MzxVx57VPLMZ2m+eJ9gccFy800ZR9bh0Y8nDDNNd6A59vxl1m/rEQ8zsmlGLUivGcS3l8kmdaTSf62dkHuxS7qfiOSpa09BsPzVtn2wfBVWKGJ0N8IaWLZZ5gYbIVuz+BVbXzZJZmWUQgiByH+Spog0RYwmiNUlHjq3zm90XsVzFp/guL/JhrfLJT0AnDd2qDsM6bDxos9y6QPP5u7PdDn4TR/nkfgAnx0exZuIctvUH4M/lox6Ht5KPAsIs4JuJ615YAES45J5rC46eobOs8gpaRgmYU2reDVwZaQwDFTEIKdnjLN1BAtM1iLWF10muoXAfTZLiy2dbnDO+St+3nbwAjf0L3E2WiQzkpPDZdZ7YzoqJdK+U7kogL2RjHLFjt3YBf/dvXKarsxclj8kmVGksedAWMWj5StT6YtCXnKgZbIesbLkihkjOby4y2o4KT27u8kM3ESZX15T10tLoAxu4SKxZEZhEKUGc6IVF8b90nMeeJqFMOZwZ2cOlEthkJW/0wr9o8nJbpqxAhrHYzPvye/lE2vU03gdR1WQws7tvgqYy2/gOtIo1GI2vcoJ1zZ+wmyLe682y3K4JA+V+2KtnW3/53ZfEPJ4T/HcYcINseGGSHO+7yMb4NZaO0dfsNg6KN7LrlDks77PbWnKXWnKI57HlmoMwc1JzArnLa3nFkFFDW3kvO25BJ8NLjE4L/dQurGgn78DBaADSo1jo3LOcU3Bh/riIvdgN4HoZn5gObVzZau6VULk70iNU+P6eCX1i2elMd3KYxrjvOO1tfllJnphRM7Npnbfl4KUFWN4qOdjheXOUYoE7lttvMu+hWosd16PTOb56B/c7HJzLyHKJIe7GccGGcde7L5TaQJp7N67o0cMn/urmPP3C256rs9drw6Z7nh0FpdL58vZTw1zWdK9Vze2+WVtguS9TArMoAdKYD3JNz3vLbzz42+5unP37WvGvpo0DK01b3nLW/iv//W/cvbsWY4cOcI//If/kJ//+Z8v32FrLW9+85v5z//5P7O9vc1LXvISfvM3f5Nbb731Gq9kb7v33nv5oz/6I5544gmSJKl99id/8ifXXN8+WL4KW1pawvd9fub3fpQXvehFALNgP2vBaqwB2eshAh+bpLPEJI43UJYhy7BCOFqiFOB5pTc6PrzAoDfi8xcP8fmLh+j4GQM/4VmrJ/GFLrffJZabbniY7sMbnDx9jOec6PPq2z/J//J3+PjibZhQoCYCWWxH5h42kW9XIiwHFkbEukgBbZ0ShvZqQExJQ+hbpolPMvFKzVZPGhaCZXyhGaiYpVyK7lyyyOolV+f48JTljtNkXvJzsIwgNYpIe6QNj6iUloOdIYtexOLAlb9z8Sy3dc5wyNshsj6PJAdIreIzu8c5M1ksJeIA+n5CKLPZ9aC5mA6wo3wLu/Q6WS5tD9jxNYNujJKG/khhsWwOqv0xBNIlLyk81kt+VErmFVzkqfbZjHvct3mYxTBi4Lu9/6wC7AvT+SKhsGkiS/qJwlA4eKWwHO9s1c7bynrcnx4qg4q8XJHCUy5FdDUY8Gok36wVdIxDL1HX4OX8XinNHFjWOl8QVjFSKhAVIOzApS1TVZeWVTR8ZaVsm0duziFrZ8kproZt0uCzttmOL/lC3+P6OCHIPbSmkaLbqpxeUUFaws4DIGjxcruOtxwrrkPxV90e3zGZ8PrplD/p94gKIFOCtgYYbbkeUQF3l7Wmp9s6MKl912YXx9kWWcVzW9Trgek2GslaFjC1jrm+TqUjSF0XafxLFt/CyY7kSyst6hcNoNxabaNNzxgG1nJWKVa1JhGCh5RHLa12deGV84/LIL9cx89KMdefbxjHLGvL88YJD3Y9bo4yLPDwIliTJ1IpCPRzAYLzfbfKclF7bJ/3EBoeRHPbSsqGn9LvWfzAOYbHOzDMv/aTTcN974zYuEFxy0s6mMxw8t4djj1/iXP3jbDW8Z3bgvRaaRcNsOzOt1DdVcpXZDacjVH7QPkpal9F6bhf/uVf5jd/8zf53d/9Xe666y7uvfdefvAHf5ClpSX+6T/9pwD8+3//7/m1X/s1fvd3f5cbb7yRN73pTbz2ta/lC1/4Ap3Ok9xxq9gf/uEf8gM/8AO89rWv5Z3vfCff9E3fxIMPPsi5c+f4ju/4jidV5z5YvgoTQrC+vs6FCxcuXy4MIfARYYjIt7TsdIptMjesxSQpIss9uznfeevWgDj16ATuhCj1EDhPYYoitapUaLikB9zzqr/i7B+8kb/+0Mu48fpHeTg6gOkaTBfSZWYi/rEkzQJkN0Mqi5AGX+oSzBkrwEq2k/lMVdrMOMQFnzgDLkV9hrmnNfQyApnR8xKODj2MsCQ5QA/UTCNZYvGUYZJ7ZavgS0pL36uTTJUwHPCGLMqIRSIOdIcAxMZ3AY15kFxmJMZKLiYDFjwHtEOZMUrDGVAoHMtGkE09sqlHtBuCAG8YYYXl8Mou07xv09Qns5JhFtJXSXkNhde4AOahzLgY9bmwO+ACg5Ii0QlSDgxG7tryY77UHFgYMYzDmpZxm+qGX3Gr+UKz5E3JtCyVNlKtEMKyPhgTSF16v4s6U61KTWz3HGUtYQpAmKdwzq6Qdrl1sGwkDBFaYD3RIicnZoC3lsOkBXHNJQJxmd9q3RAW021SOACjWnmqtb9jgTdSvDybYoFPxR38TJItNMBygWuboLUNLLcqc9j2tUB+/kgoPhSGvCSOecN4wv/s94hlxXV8peQSUErTWa/yeIxATWeBaeC8s036gu5ZuiJDADtK5B27AghmVieSmjSelZRBf8UzWswDnQcabp04fv8NU8Nzd+A9hzwudCvviYs1rN0o61mn31xtW1DyyG/WKQL4kvJ5tFtP1NP6rFqoOuCeX1PRpJt72z0Lz5jkQLkn0VEwu9mVRUztPSufReW4dUGrKi5ob5IHLoQ8MvRZPDdi9TCsHREsbUB/SZBsC858JgZrufgAHL3LZ+uxKf31gOHpmCyqvP9NbjK0BpOX3ZvbNqp/X//y0WtXCdi3r0H7KtIwPvzhD/Pt3/7tfMu3fAsAN9xwA3/wB3/Axz72MVedtbztbW/j53/+5/n2b/92AH7v936PgwcP8qd/+qd8z/d8z7U12GL/9t/+W/7Df/gP/JN/8k9YWFjgP/7H/8iNN97Ij/3Yj3H48OEnVec+WL5K29jY4OLFi3sXkAqCmRYtSrl/0yukJIWcK6YxgSC7f5GdrkUPNLKXsXrkYs1TqHHe1PdtP4338TQO3XOC4CM38od/8e189K7647SeRUYSb6vwXHkY322tnukuOrk5ldH33BZF4WmuWpz6xJGPVMapPiiXuloKO0u0kfnEeCz4MZ2pwoQZG50R2goi7TPMQgKZoYTLBDhu0SnuhU6qLTZe7Xoj6zO2gfOs52hrK+3VguQCqdlNO5weLwFLTvVDZTyytVp6kCCf55pAxEIvA+05lYpBDtiTQHH/+YNkmSIMHc3C9zS3LF/EkxolLEEOmLej2SKjuC4lZxJ2BWhdCqccCEdlWYMgkBkvX7gfJQyR9TmbLpfPOLL+nDxe04p7FVS0pUWF71zex8zHa3iXAq1outX6nQQlTS29dhT5c1xi11CjM/kmylcriL6ksTZRsBQOoDboC23g2UstPWG5mHv5m2or/1/ZIzLA8y0vSBO+azzhY0HAg0GInEhkWu+7hTkPpu46QFk1NZHIxsJctGX7s3BT4go+FlR2eGSdTmEVtSQuhVdWh80bSz3YsNLdMz785QHHDXnBjuaOkeZbTmd8cMnnoTBwINm3DplWL1py2Uk6rYBWqcm9xXl3jOv73IKlbbHT3OSwBt/C+UDw50cDjo01Y0+wGci9veqFt7ra/cZ9n5MnFLjxPjZc+GLGhQcsnm+56fkBB27xOfPp2bwRDiTpxHDwrh4nP7JTgmH3XlyBXlEB0EI1uDLWuH9XyOS3b089+2rSMF784hfz27/92zz44IPcdtttfOYzn+GDH/xgKdf26KOPcvbsWV796leX5ywtLfGCF7yAv/mbv/mKgOWHH364BOtBEDAejxFC8NM//dO88pWv5N/8m39zzXXug+WrtPX1dR588EG3fdWCBmQndNn8tHGDmTFYYxyvuWlCgDXYyta5Wlwg7bvJzRsJvJEE4XGqu8Th3g5dlRLKjFBmpFaVCStOrsDBjSn2wgrBZ3yEn4PDXHdWZJUJwTovk8wEw4eW+ay37Li8CykLS1OCXFe5ClZN7lkukllkmcVkkscnIVJpBr2YwNMshRFSW4QWJKsJnjB4Ai5GA7SRJSgJlGuj14ld6t28Xl/NZ+lT0rCte+xq58EuMgbuZt25YLXq39YKppnPaKdbp/UJ3PbpVOU8SzdihBqSprcSx1u2NgeL+WO70BnkSiCze5RqWUrjOe+7o0c01To6Ki2l83CPiGf1n+CQNyyPHfe2GZqAC3qxphjySLLBwYVhbZExSgOXPjyHJkqa1mDK5v0BN9H6Ws75tH3lFgJ+5caNJqHbrq6cbD2DneNrCNBqDqQ0s+uV0hdVTnLDi+yO0eIhnN82bwPvQjt922a5zBfsZJI1YehIzdiTc9zY4jVptiu0mCtb8+xW2pnD8y0Z6L7khYxQfGM65YVJwh1pxjtVl7TBLze+nVfmaHnMxrd1L3JOuajeB2HcGHM456hfkAphBCawZA0HLSLvc/P6CrpIpR3nOrVl2S1PMFSCg6l1SZKk5KOrki/6Ad+6NeWlOymHPcu9YcBUCmxL+nO04RaTcZ3JeET6PC79sivDfAdjKTVzwNT1adYXMdfX2XErhVMgye3ZOT/50X4+vvbV7JILukgeKFkEVs595VreBx3kiw87+zwL852/HPxmCVx8XHP7y0KCniAZZvhdgfQE4UCifMnWw2OuaG0e5iZQ3revb3sSnuXd3d3a4TAMCcN5Ccyf+7mfY3d3l6c97WkopdBa84u/+It83/d9HwBnzzoRg4MHD9bOO3jwYPnZl2srKysMh25ePXr0KPfddx93330329vbTCaTJ1XnPli+StvY2CCKIsbjMYPBYO5z0e/n+pTFdqpFRPGMu9xmDQH5hScM0ZokXgaki9FaHUwYpWGZYtmThhPDZYbTDoeXdlnrjDn97Ivc+J7jvHA34/GlwG3pajegLz7kwIXuCNJ+rpOad1FmOG9JHDAc+oQHJ6jcg1xIjUXjwMmuidxjaAVWC/TEQ+Oztd0BadlcSDjoCQSC4WpKbFSu0DGjcADEmUfXS7l+yZHzEuM0f1fDCT2VlFzgqpSaoZBkg009YJiFNfCXGcmpnSUyIxl04jy73/xIUC4a8slVZAJpXO3TrmaSBS6wTlgS49ENE5fUBEjyrHZlWupaMB7lYqD4mWSKHTPjXilpONK3DHJd5yIDYk/G+Jg5fjNQk4hTWJbD+i5F6GWc2l2s9cNTmpVOvZyxolQUMVaUXG/fWIxwFJji+RgrWu9d/Ubucdwyo1wUh5xeXL1cqSVcOR4L5KTFw9U8t8WLCfn2fM2zB/6wQT8IIFk2vC8L+XvjKc8XEe8Jusi4uTXNHFoWFmQyD4JbNmNa9ub39s6c9jz+H9nnG9KI40bzMh3xXtHINNh2zU3Ainufm8oewjKnDCEEnPQkhzLN60YRf7HYm69TVH4WC0ug4PvWnrMF29elrjXG8JLtDN+6GInAQJQ/2h1f8t/7Pb5tMuWWLOPmLCOawH0Dn1BbjseaSAomQnJDmpXqZoczzTk84lyh4UbjLmpUcbkX91joQuFn1ufy88bKRjQSRt09zogFfGFJIDxTZrIUwpJGoZOK28uK5orgRFsH0laKWntWgV7q4J1PyBti95L7bHEDLlxKCPJMgr01n2gnZXKxsXWwF+WiebwA0FdIRPK6w/+Ed5z5T5cts29PAbsGz3LxXh8/frx2+M1vfjNvectb5or/0R/9Eb//+7/Pf/tv/4277rqLT3/60/zUT/0UR44c4Y1vfOOX1+8r2H333cfTn/50vuEbvoF3vetd3H333XzXd30XP/mTP8l73/te3vWud/GqV73qSdW9D5av0gpFjAsXLjiwXHjV8n1noaSjUxQreCGwUVz+fiXTW9us/OnnEL6HWF0hvn6VrdtCwhdlGCtLj2RmJGdPrKKGikfEAg91DaKreaQP37QT87qdiP+13APhvMj+BGQ6W0bqULBzC2R51HzxhbGeRUrjYhFzPvB0GqDOOJBufYvpWOcByoO5yonHCKQydC84OsKDA490tEKiFRd3BgRBhicN/TApQVthBZXhaHebnkzK/VttJT0Vl97VAjg29YgBMqsYjjtYI5iMZytdsekSFMz0VS02sO5W5IB5XbtpdTpwixpjJcY6L/DzDj1RHhtmrt6kEqBnrCQxTi1ECTnvvW1whj1h6ClHeSl+HvW2uMUPMbmrUFvL38Q+n5pcD8CKN2ZZTZiYgMzIUoauzZopzgtzAZyVRZsiB8s9rIRemJaUi+1Rr0ZnCIIMa+RVUSta1Sv+DtqWp9iRgqNa8/wo4pOEmKtVC7iMld8lwRwomxWq/J47P62QvN/v8e3xiINWI9G1/lgJxp+raR4sX8O9/3wn5KZUs6EN0hi0kjV6hVU5zaPI7FcF66k359leiC3P2YlJhOBobFjUFo2jM0Re5Vo8g8bjT3sDjqQZt2YJR43meUMHAjWwrC0CQ4Tg0zZgiOQbmfIGRpw1ig6WNQxTBI+LAJmCiqhJ2ukupFfIbm4LT3j+b10bPOALfQ8ZgmxQmdw9KMb9meoQpvI7hfee2vOx0i3WvIp6hhUCHSo83yvniCyD8ZZh8VjAhQcmhAtuiu6uelz84mSeRgZfHu/J2nqQ3759fdiT8CyfOHGCxcWZc6bNqwzwsz/7s/zcz/1cSae4++67efzxx/mlX/ol3vjGN3Lo0CEAzp07V+MPnzt3jmc961nXeiU1e8YznsHznvc83vCGN/Bd3+VEGP7Vv/pX+L7Phz/8Yb7zO7+Tn//5n39Sde+D5au0lZUVlFJcuHCBH73ln88+yAcqvbXtJOE6IaLTAc9zknFt1qKPKXJtLpuk2LPn8c+eR97wTE5eWsb3Xaa2QZhgrECO861B63iKTCT2o3BxOWbjsOHF98XcLzrojkBm9VlNZhbriZkyQf6fSAWT7S5eN0Mql/0vSxV+MehnLnjI+BKOO8+lMcLpuBpBGGQsDVUe3AdYwTAKScYBySgAAdvCJQVRnqHbTQj9jJXOlNDLyhTahSlhUNgSHBc/JybgQDhkqgMX+GilC+Sj/t23xtFNqOYckILuoSFKGdLUvfoHTrlPT4QeWR7cF3p1moUUhiV/6qTgbHWAMPS8hDsWz7KbdUtqzIVotvOwHXWxOArJwbC+jeULzfXeBF8MKDMECHg4Ocjndo7kbTsv/27SYTvq4lUyBSZakWRejXdrc89x7V7uAbCVgSwHQUo6nW5TRPvnFk3zTHFXgcREIuo0AAEmtTT5tpg9uLRNAqm0GN/WAabABRc2rPR8Fk0EoIMGb1lSBo190O/wmnjKHWnG7WR8QHY4IWeIVGnK96esM7Rz9AyhK1ilaKsS/Fb2T8xTQ6uBeAD3S58XmIQbyHiEKyQ4aj6PObmM/JBx1+IuoP75/aHHSycJN2UZX/J9TJOLnJdrevdNYFG5CkjR6rOHKTdnMy7tF4XPR/od9FqLLn3ej9PK47TywBpuJWVbSc75HlI7sD2Z+iXo/BiGZ6qYY2ishRGCD+M01GXKHFe75k2u3CMTWnSe5roEy/lOx/rUdWzTF25Ybj6vwCB3vFKTukjxbZpUYEFN61lUyjapS8myR3iufmznvGHtmBtnOos5Ta2r2Hpkj+3jJoAuvMptChhXJSuzb095exJgeXFxsQaW97LJZIJsvHtKKUz+Xt54440cOnSI97znPSU43t3d5aMf/Sg//uM/fpWdarf3v//9/M7v/A6/9Eu/xC/+4i/ynd/5nfyjf/SP+Lmf+7kvq17YB8tXbVJK1tfXOXXqVH1wyjWTwQ1GdhrBNHLAudtFKYVNEmyWOUrG3IyZy/VoA9o4D7WUoBTjI47/miSKJFGMJiHpdoflhyU6hHQwC7bpXEp48BFYfg3ceiRl570pm4f6TDako1tYUCnoEDdZNMwbS8SuxEofIyDtWmxoyPo2T/9acPxm8mJSAb7jIHeDlG4UEgcz6kWaejMAlG+BmlRhUkU6dcDkolxEKMN21KXrpRzrb+NJzUYwKrWba88BW5NzK9qabvhMU6fFPI4CskyivaBw3SF0DlgEhJ4mzDnGh4XConhgexEzWnZtdDOee8MTLHpRSZcwVpK0fF0KMLvszyayA+GwBP+pUWgkCsPhYLssY6xE5xPXyESEws9znsEXJ4cq5ZzixyR1i4OqZztKPbKGBJ+WhvOjQQ1Ae8rMAWZfGqSFTIrSqwyUOwtfEcu37JuJEoQWc3xiq3Bpp6t8eQ9sk+9scZJ11SoFbsegYtq3c2BXmJlG8BCfP8HnOAkvERHX6YxTegZQ58CXAN2hDqAs1zbptFnlVp8UPi8g4ajNOKYzDqD5MF1OGm+edzuvs+fotCE1Xqw1wKROB1AxyFiwmcvH9QtwVTmv1lZFIlBogRrLUs+9BIQeIOFP0wEWiJEo387nWsy9uPXrkXzJc+BQJoBVDC142Yxv/Rghj+mQvx/sMkLw5yxUT59db1VkI617fBGQrJj5xZsV9DLNC7YzNHCiK7HaIpvjpLCohPrzLnYHKpdHfl+8aX1B1JbY0yiwSiDyJDFWCHYuwJHbFZ1lj3DRjTk6tQxP75EQ6zLqF3PlvMYYdhWpsvftqWdfzQC/b/u2b+MXf/EXue6667jrrrv41Kc+xa/+6q/yQz/0Q64+Ifipn/opfuEXfoFbb721lI47cuQIb3jDG66tsYa97GUv42Uvexm//uu/zh/90R/x9re/nW/8xm/klltu4Yd/+Idrnu1rtX2wfA1255138oEPfADVkehCvsdarM5hj5AzTpgq1DF8RLfjuGppghmNsW0DVO5htrl3Ri4vET9tSjfQZJksA8f8LYWaWtQUgm3KqHEdSMQg4POfTnnm8yx3vRDee95pmhZbuCaAZFEgEwdOELPAoWokuQDkSJAsGML1iWvfSNKJh/Ds3FwjBHgYlIHN3izhx/Vrm+hVyfa0izaC0bjjPJ+JcusN67yYQsH2tMM2Hc4M3STYDxPeeP1H6MkYg0RbF8i2VYlCKoAqQNdzqb0BNvqO220OOaC5E3fYHncRAgYdR40xuQxePxIuxkaoUr7KjHwS7dFTSUmXKOggEqcCUihcDLyklHkrA+0qCM2XGh+NxNIRaY2HLDGc1iEXtcEXSVk3uEDIwox17RWgtuBIFwGIxTMofpqGhqa1gqyxSIuscGBZUWo0ay3RqaqDZQs2UXnwVuW91WLG663wW1szfc+02Mo6W+1vwel1goB6Zom9TdhG10XjZ9XanLRNmTlRT/gxVZJUw3W599QCL2fKh0YdHg68K8udSvd9rvGJW7zc4L7vL4kSLLCpPbyhdMGK0tYCGYtjtWYantwehuMicwt7QOfvmoyFSx0vbQ4g3SJHVjWd83tlAjufYa/FYgSd/OaWr5OCbF71cj440ToAbUI7d09efyFBAn+15pNKSZFSveoI9sIMq0IXNF0mhHHIvyxWQc3NgE6jHKyW2uaBlxaZWqyvwMwK71wCayxLx0L8XGJv52SMyQH1VYPjqzVjEYEPngIped3t/5x3fPGXv7Jt7NvXjf36r/86b3rTm/jH//gfc/78eY4cOcKP/diP8a//9b8uy/yzf/bPGI/H/OiP/ijb29u89KUv5R3veMdXRGMZoN/v84M/+IP84A/+IA899BC/8zu/w3/6T/+JN73pTbzuda/jz/7sz665zn2wfA32nOc8h/e///285b0/zQtf+EIgT05i7Uz1Is/oJ7uNh55n75sL+Cs8y8bWsgCmd13H8YNbhCojMYpEKyZxQDwaYD07C9oxoBLI+pKsL4msz5mtiCOrmluymAeiMJfbcsVtnhPADeT5VqrOJzbpJkYr3CTpd92M6HkGMPhBhtbSCfNbytkqTTz6ow4CwcXFHOzn8m1SGBbypCRyxXKst81U++ykXU6PltiedtBaEnqauOIlXQxiFlSUA0/tvEJW8fGL1zNJfTpexnJniic0pgWheULTyfnRy8GU6xe2SIwqtaELjeZeOiBVEKxEpLGHTSVCWdbCetS5EqYM/pNYCmniZW/Cuu/k4ApP8aoa12glF7IFFJaOTNFWlAGLgdCofHZNG9dQU7UQzos8iZz3rQg4mo5CbOSArMiDq7xOSqfTFi44b8JCUgFC1tYpGO5g7p01lZcIZrmFoeI5s9jGVr6aynILunzfUuYCAbOumfMOW98ggnwRmS+uSOQ8EG3x7grjdjOaGrimOeIJW7xedaBfBURFG7kkWf0C58GkKBJWNJqZy0gnxVxClD8Rfe5IMi4axdQKXheOeaGKeJj5oOKi3vLaiyDNCiVFWCdR1qRg+CPLqme4hOT8NMDDLarnrs/ML4CsX2kbeLk/xgc+LgOSrtMtLnqgRvPfTZmKvRdMlWdmPbCNexZbwZKw+NaQzS3bW6zF42wr2TzBKWosasuJjuR0N8+SmTsojAFrJEYLTOQRpDmVp9J/a+efo9sloe6tl+BPDCqpr7pMx0fFswu1qWV00bB4NODR922ze6rLzokrL+iaWftax4CmVJwULpFWv8uXxX3et68texI0jKu1hYUF3va2t/G2t71tzzJCCN761rfy1re+9doqfxJ2yy238C//5b/k+uuv51/8i3/Bn//5nz+pevbB8jXYYDDgjjvu4N577+UFL3gBQgjeZf77LJsfUGTrA2ZbXAUIblPGqChiVKXkdm7osJKnlg6kJsi1fXcOa5JliYpdtL83dQNwaQI+dyZgfXHK7UsJJ4c+UyOxFQ1Vkea/F80VAvqakksqpmAe6BOtaWzHoAZprrFc7bsrq3d8Dp0DSLnv0jKjCIK1iO56SuhleBWU0JMJK96EI+EOdwzOlvJqqVVspz02kx7bSZejvR1Xd05hADiXLbEz7ZAZyTTx2Zp0EcJybGmHnpfklAWXOa+jMjyp84A918+smrgD55X2M8G4qzm8MqpJ1hkEJ6crhMolXDFWMMw6tXPdo7Vl8GVxOxfUlNv882VbOhBoBKlVpNYrQbUvNJ3KvdEILug+Z6IlEqPoqBbZQSiTw9hMOm9dBuSxpFoZbJjVxjede6CLyH6ALHG9jYQgyb18RkuXVETkKa9Frl3ctjV/tWYbP3Fgcm5rT8yDzqr2rsj3ty0tYFnMg++SU9oo29QmBkqw3J5d4qtrzfuQSckD2YwXH1lBICwqEnMg0+bye1VQb4J6QhSL2+pvwsrryRACTukZT7v0nFefVQoqHxNkKsr76kWAgWWZsRBYzmSKB5bC9p2FhllBKelY7mhpMRufSq/t/LkP6IAXehGvE2P+X9unvLICFFd3ObzZ4r92QxqP9jkjt3v0sUXfLQLzhVkadV0GSu3ujarWUbsgSpBfLtI0cwotSDC+QMV1sO5UMgwzyTfLznk4eHNAMtKc+VSuzS5kK6B1GfsanaqqXjTPaShizMmbqn3d5ae6fTVpGH+X7K//+q/5L//lv/A//sf/QErJd3/3d/PDP/zDT6qufbB8jXbPPffwu7/7uzz22GPceOON7YWkqnPD8oHMJntwzgorgLNw3riHP3kceyhiY21I108ZJ24wN4HFBJAuOF3VxccN3lhjAolVLgjv3pMdXnR9xIsOTXjvqQFCg0osKw86nkXak6Q9SJbdZGD8OvdPaOhuWbrnJVYqrPLJuu749JDBdCxiKUFI8HYVazZCA9nQozOEdNLj8Rx0BX6GkoaV3pS0r0paAjjg2ZEpHVIWVMTxzibggORmNsh/d4P5+WSRSRTgeboEfp40dHL+clX1oe+59NeFjzU1qgS2mVUu818mERam3Zk3vPg5zUHEuMJjvRT1XYClsKXW8mowZqIduFHC5AC4EaxYyM1hUZXPfKHxK0jHB7Z1n488dCNYQdBLHK3CCJKJj6xo0QpBjUt6NVblI6vUPeopgiTnj1sjIHUe5CrooAkwDXXPMpWy0Apma/2QdqYgUC02pyYCV+Ye7NHmNZYTV1FB2wRj3clzB1XSoF1Ip4PctKZsnXCbOLkZOsIyMhJvJObaaaqvtNIt2oAdhud6EdrCl7Rfxu+VOsK2fv6c9FzuZX9Od8KNgfvwE1EXlhrl8voE1KgLKprROIr+mXmBjVZ73AasW82tMuUOk3K/DctYirbrn7tFLRkXU1E4CBSyotxRy8JXWPFxBZwLAyoStesBZhJyFTOec1QUabatgHTRw79YB7w75w3Hnu5z5DkDplsp082UaNvd66YHudVMju6bQLk4XjWtQUlMJwBPYrx9sPx1YV/DIPhydvr0ad7+9rfz9re/nYceeogXv/jF/Nqv/Rrf/d3fTb9/BYmcy9g+WL5Gu/7661lfX+fee+/dEywLP7+t1S0va/ZWx2iY7PfIutA/KeBkl1Gny3YP+s+5SOfoiOkwRIw8NynHgmAnQ2QGFeUjsxKIB8acw+PQDZI7+1PuH3Yd3SLnvYW7mnAXOAMysVgliJcl2hcky6LGSRTGcey6I+ify+ALzkOSdUKSRedtGhxxUk/Flrte0KicZx3FORizgs1Bn13pPLRFkN5AxQ5kNqKqCg+szvd9P3D2ZpKtjqMOCBCBcwk+BnSDFF8alsMpntRlBrsClIe5d7gKOIOxo474qyOuWxiSGcV20q1lwyusCLQr/mUmQArLOJtPXf2cboQvTNl/gMh4RPl1FOC/TQ1Mk6eMNhDv5h5GIxBRPYefJc8SVvM0glS2DPqTsqAwNACZsPTzWx3tJRtVc7JexmvVZqL++9zcrpxXtFqtMGAbQEZk3lzbTUDtyuXKFXv1v9r1tnI5CJbVQEc5Tz/ACkQ2v93eBMFe7JRjaqd6zD/wNnRYqeoWL0UJeFy3vSnMiYcUAYxVz2wu6z2LTbDwnE5EIODTSYjRso4xW8G1swUyxm5fhUAabgwyIiv4cNxlqiQqyj33xZrf0prIpW3R0ZZLp9RNbpT9RBZyk59yh4x5MPNLWlPZ5dJj65wKVuJSpAuwoZ7T0D4XSm6bag5qzbAAikWbpgKC8/vdpKoUzur5xZ/T+xbaueyFAeMJjN94N6RwQd0V3vJwE6bbGde/1K1ArLF89vfPMr5wDXxlY+aSkVhr29YU2MDDdPfhwNeNfRVpGH+b9vrXv553v/vdrK+v8wM/8AP80A/9ELfffvtXpO79b8c1mhCCe+65h3e+850Mh0MWFhbmy3iey+QHgHHgwtj2wL4Wk8tLNcChIhcU85LDj/LGtQ9xSfc5ka7xidENvOOjz3TbeGKGSkRisI+d5KEHYlZ/+lZuWrfsvvsskbdIttQlXfQxvnTyRgZkaiCF3tl8sD4liFY9slCU3DurwJva8osjU0uQaoJd8NIM7yjsbAnWn8iwSjDa9EmWfCbXZxBqgl7Kcm/q0mTnM3cBNHfSruMB5yA1lBnn4wWu723iC82SN8EXmjTP2lVMYHbqIWLJ8HTIENfHJzoGGxhe9PSH6Kq0TE3tnkR9muhv54L/G5sc6+Qc5R5sZz0uxrMVqBSWRHtznrwqBQNyT1+FD6gqo8y26bGbJykJcvRwZ3COI0oR5bQdA0xMWOEIUwee1WQXje13AHS+7Z6fa3LayRwPWVjCiQQypkZhp16eUY8WV5yttwszdPBlDqJtTc3ZXN/3OO8KwPNKx0Xb8SfDxLgGJZE50JgDquK53uylGAtfjH3oNKoW1GURc1PxDCAXZlS1HcMNfsbYCB7UIc0VWI0qn9NYZAoDbXj9woSxEfzVzgLPXHQc2g9lXS4qb1b+MjmYijasqCxGSmDb7gWvcbKL60bygAm4UyZ8uzfiHXrABFny0Qs6jwlAH0xq0ncCsLECCwdjzY0TzW0TjQUuCVkGHs7xy69gxXMrNJaFdcoeTX5y8/Ww+S6f6frIcZWSB5/50zF2ewe/K3n69xzi6AsWefD/vViv4DJzSg0YN3XEGx7nv/rUV587um9/d+ypSsPwfZ8//uM/5lu/9VtRX+Gslftg+UnYM5/5TN7znvfwyU9+km/8xm+cL9AcmIzFxkWCEkkzc9+cWcvKgzFZVxEvKbKuYHpA8NLFB/GF4ZA35JA35Lmdx3nHwp0kSz7C2DK62t9NSo/Cff/tCZ79Izdy5zcv8cn/3wX8rQBfSmw3BN8jObRA1lHO41zQRUQ+webBg4WFuxpvorFKOLqHchmp1tadlJynLIfChO1LsPD5kQPvvke21CHa6PDEy3vIuy1dL2U5mOLLGR3DIEjy2W4n7fK5s4f5rD3ivKCdhI6XsdEfYw5LJlFAMg4cWIhm91poUGNJ1tNkVjoKRT7pSSzroeP+FXJwnV0fi8Ws1oP50oZwqsmTtDRNCcMw6zAVhjDXuAplii+y0qusWpBZkrumfCxdEdCtVP3uzTsR48rXMqcsqHy7vvBqWeG8mrVJXXB1YM0KevlzHcvcO53lXMs2KkSRmrpqbc00qBXOC9dy7h6nz/FJ27wfe1ze3OG2Ad7SXmdxfhOUNbbhJdTTfgM2tRR78wVQUvE8xcSayrPK74cw8xQHmLU5kIaREQib87SvcXe8jT98XGVIAQ9HAd6IegY7IF0Qc+epGF64MHFqMsrymsURA+WSglysTiGVxVYJ+k3uXW3wkHXA3ENrSxs990o4lhCfFR1iK3i2iHm9GvFR0UFheUR65fgrjFsoigIs54HJd++kHI4NRxNTPGbe3w0Zpl5dUlq038Piugo5zeI5zgHsNlqIdDEMxXUUusvJckhn3FjlSPfck7Hm5Ed3uPk1q3RXFJNzXL3kW1uyHWP3E5F8vdtT1LP8ZFQurtb2wfKTsE6nw9Of/nQ++clP8guv/I25z22SuC0wKZ1uMtRVMFqSklTNLC8gE0OQGIKdFCtgfKTHy7unSawlthBZxcT69D/XAeEArFYCHUKy2EUcvpNwO2W6HXP2/oTDd4Zc/w3LPPE3Y9AaMZqAEIj1AVk/n1y0mzyzjiRelvjj2fahMBZvrEsvtBWO+uaNEg4dsYBiecmyvOQkpIwOSaeWyY5heHHK5sWYE/6Ax8+tQS75FoQZGwsjNrojPGFKL/Bu0sHkwY7WCoaTDhNleMXND7J0YEpqFRMTsJX2+Iv3PxcVizJwy0oQ/ixxR2Ge1BVA6352ps7llio185gLS2Zdtr1CMQNa+KF532LtEQPjPInEcjDlkh6wbVxSFV9kJWAOqsF8VjoHcsnddvVnVtaBlhY1vmcRyGYFZD09P44lElOlGghHzWhaL6fjjK6Uua4ltXTZaAPYNr2Awub0gzmpClq1nIWp42pvmge1VSzrWnSnXp9MheP0NrvZHN1yb9+cpySYgZ5q3+cVNlrWDEZgGqEIzexts/paFhwtHvrCkS8BX4AVBiqBjWU/K1724pp0UJGKVK5MkeEO4KZegrXwcOTPeT2rz3OJjGf7MY9pn6knWfEMF1MXLLvhu5iB+7KgrmucgayKNjT7Wxzeg19cnFPce2HdNdTWrgXIlPAAISnwfGJeRgQG1tB8XHZnZRMJE+XAbSYIMsM949h9JODPVzpsKZCZhzdu9KUKiDNRLoZky/NtvZQiwK/hxdP+/K6QCfLgPVEsigVWdRFb23i+xQtBCMHt33aAT//fT2CrHajS/ZoUqXweqncsf5+AOd3/ffu6sKeqZ/mraftg+Una8573PD71qU+xetsCm18czj4QAptm2DRDSIEVOWDOpeFqVAxbiYDOTXY66IUwj5B2nwkLyR1TluQs2Cy1mvdOF1CJ81TIzJYDsPYFtgNpP4CjAZ+0hlfHEw7f3eXCA1OmW3lBKUmW/BnHzwMQjI5KhrdliFSgJhJvLBicBBnrcjAu+YSTmG7fx2jLp/94l5XrfAY39OgtS8KuZWUgWT0G1wPPuhCRXIKhD5uh4GxPQReiCidTYjmzu0i02UGEBukbhLAMunGpZ+wLzZKaEooMTM6vzkGVlSDCjESrWsBeYjxSq1DMgLSMPKxvakDYWIEnDFKlNW/yJAvKVNNV1YwqKC+BdQ5sNDMvckek9ETFcyTggu6ybZwiRi+/Nk8YTGhq6g5t2e5aVR2E80I3aRe6xXvZsQ7hjfqm5rGcW7u1gRotan2ywu4Nfq7RmrSEy3For3i86ZaEVhBMXmyu7a+k2T229lvayeNFud8E3KkSXjmY8J6oh0hmfFphc+9skz/bwrW2OWjGwrIyTIyTL5S453bbIGa9o/n0TkgsPJ7jT7kljx84qDTWd938a9kjFhIhDBvWcF42po+rBJEF6Gz2U7Z4Z4Vs2ZiotPGQDPENPCeXg7nOZHy0uCcCjlyyPDeLeEJ5HNSao8bt+XwpVHxwIXAOjXzzQ+gKKG5RUimbF/X3qATURfm2hVLtAHPvZbKo6HR9hLYsrMH6UVhaE4TdY0jPAWWA3nqA15GkozzYr5xP9CxWpsVEmyzcPlD++rWnqGf5q2n7YPlJ2uHDhzl69Chb9wwbYHk2ALmBTDsEohSgEAq3DWbNnIYogOh2SZYdKBbW8YmFsRxc2yayGT4KJQS+UHx2eh0Akw3pPB6ZRaYQrwq8scWf4CZWJJ/9lOKeF2Tc8S3LfPK/OsUJs7LIhWd7yAS6FywyAy+yROvWJTgILVloyFbAm/p4j5xB+D74HrYbYgMPrCVcUKRTQzIynPtCzOPZCuPDfn4NhtWOYWVVs7isWdSGlRjWYsttuxZ7doAVAzLfEPU0owXNpSxkvCswefpho+DSZsj/ff6lrB/YxVOaZ6+fYjPp1WgixT0b9KJcMm52/JGtVe4dXw/C0uk4/vRrEg89iEmtKoPzNDOpuWpInScMWb4aKXYwD3d3WQ2cO8pYwdQELHt7pKRtMY1AW4/IemzjZPIuTAd4S/WLyiIPHVfoJqlw8mvFMc86wCqF21O+CvDaNc6nnaqZa1NIi2gEq9lcV7tqIpOoceU9L5CmbaFh+HbO+9ksB8zzqnGLN517tl0WStF+XRWeb/N4LQDOzrbxmyZoeJZbgJ/x588VGbQp/LUl2Gh7Nea838yUaT5NhwU0x4Tm28Ixn45CLmQeyWX4GG3yb+U157tBfWX5tqVdNvsKX1jWfCcJ+eqNCUMEi8IysoL32R532JjrRcZ9IiQqdsmQnKMlMLBlcVL7vKWvVzKhmc1SxaJegu4632rPGp4VxWTACaW4UWu+IxrxgaDDbVnKzTpDABvGJWDZFYKPhR1OdZTLFphTh0pFi6vpk3XUlGInrnRSBC3vsKy/V8WzKEoG0nBkkHKgo1m+XuCHM2BrtCUeGYYnJlx6cMTodMQ9//gGVm/rc/beeK4tjJ33LFs7D5QvJzO3b18ftg+Wr9n2wfKXYffccw+nTp2isxIQbV1G6aK5gpcCUE6ypzmQHVqfTQoCdCgxvmD3PYd49sM/xdKxHV529GHeuPYhfu8Lz6eXv8hWgVaCeBV4/g6xha3tLmrLI9yULD1oOP2ZKUef1eOmbxjwyF+PSA70iW6OQVjGWkImUDse4aYg2PGZHjQO7ISGcMuC1o5OEgHDEbLfI7plHeWn7O56mNUFhLbEKx7Gc95uKySXYsmpJGDYn80aHWs4alOuUzFLEfQTycK2ZHE74AgaywQNTIRgR0ouSsWZHcWlMyugJO+SB9zEEzg1glpWLSj1mwuLpgE65wKPRz5T00HYmGFH8MR4FSkMgdJ4wrAajEu95tSoPTnLVWoHOHWPY8FmqXYBs8x/hRJGkcHPJdmuj0KRVZwfzSefENLOEimA+z2VqGFdx8oqMB1T81zZYj8fHPc4t1Dv4Yw1biYXV4NkitYLisE826IePyYqHrgGuG1zfBkF5ODdpXF2i4BmqmwVCYLd+fN1SA28OZkuO89DLVIYV/ok0xb6gAemca5oA+qipdzlPOJtWCUv/wH6PJ2Iu0XCi3oRxsL7pj0uGS9XV5g/tQ3olwuW/G9fwEHfrdbPporPTDrc05uy6hm0hT+3fQySj9HjYxW2RpV7LLOGN9VyzbzqZh+LOouvkPXas/OBy4D5LdEYAbw77HJeeSRxxG065fXxFAHsCMG7gh7X6ZRzSrGVe8NlY7guYgDm0pzT4jE2zLSS28oBIs/SV/egGw6EmsOdjNXA0PdMno3TvdpZBrtbLt31uTMQTyVqmGAfPVfKxW0/PmHjzgXOfXKrNWB8HhjvER8jJCLP2Afw+uM/yV+e+I/tZfftKWf7NIxrt32w/GXYP3/+v+V5P3M7h+5Z4bF3nduzXLk9ZgopL9seoCEk2Upvxo3Mx72sI5EZDB5W6IdXeZ9Y5T3B8zj2iQQ1nTI5HJKFgmRBkCxZujk9IFgfwTqMpwH2/YoTn9Ws3aTZeFqHCw+lnL01wJoUoSxCGVBgAsXxdw0RSYbp+JhAMT7aYemBbYTvY7MiD67BhgFLa26w35xIosMDsp7i7IsFVlq8scAbC/wRTDdsDRhEQvKlrs/JjcrsZGBVa26OErpbIQuRoJvAgtYc15pn46pIgYmQbEnJuUBy0vMY9dygb/KMb+fHA7z8PoRe5jiyFfS2nrpI8fEgy7nJiixTdFTKohehhCmBrhKGZy2cYDNzChm7WYcLyaCmkbyXFfUU8laFEojGsCTjUqkDoGMyji9vsxn2mCQ+qXbuyVHUm6+4bVeiACzVSVuIGb+xorARmPxxVMFkrGZKI6X4LnX3bH68LWtdU8rMCua20K9BLGLe9ji3lVpRlLX1Q5fzLF9VF65m4rDtILqpSCg0ZL35eyJ0vT9foMNJ43FEaJ7hx7y8O+FDcZfT+PMdv0qP0WOpx2cmHXrCMMwR9/tGA8KOcTsVVc9xZaOiChwL1Ydm860HGu+FMO00DC+q12Bw0nNVT70wcDxLeUka4QGfCnzOhQqwfESFfNr4PDdO2JWCzwUdhIYvyrDsRtlCsaBUbvfD+NQpT3k/55RWcqpLmVAlv+cqp8K5525Y9g0HB5rVbsaCZyhoycXwP80E25Hi3FhxbqQIty3hZlxvJ/QdoM1jXi5+YcQt33wAv69IdlsQ/16rlTmPswHZLkm4b18Htu9ZvmbbB8tfhpnMcv7T2xx81gqPv+e8W+k30omKPM11seK31iKMaU1QIrsd0kAhMlOmvi6DfWLnZbF5LFq4bel+6QJMI4IvAZ6jRuw8a4PN6QrR0ZTe+gSlDOkoQO2MQAg+/84pz/k/+tz+2gV2/2yThScWmW6EDI8LklVDeEkiUu2i2CcpcpKytB0h4gQ76CEKSbw0Qy92WV9yg/iFTTebGV+ge867mXQhWXfF1VChkjz1g3RgSw5SpLSzZBkSdgPYOjJmhxFni/tsBNGZRVa2fFaGksXEMtCGJW24cQrgtlgTAWMlmMaK7b7k4pJhpwujOEAnqhasdjB1/d4eGLLcDSiFZcGbTVaFF1hiWVJjVr1R+Zm2ggemR4iNV+MtS2FLkH0568uYoIGmQqFZC52SLbk3zSC4b7eDTepfVZGJ+rxocwDbOAYgrHAe5or51tYzVlscUC6KFR9a6goZubazacyzMnUJcqpTsvXAtKDLMh10tX2YA35S41Q6au0wF/Sn2jIB23aPr4rmqRxW5lkZK2C2TU931tFKlXvQC7xxS/ttag97gPdmO7vCY5R5nMsUr+5OeGk4ZdPGvNv26jrDey0GLNzmxwgBD0wDPj/tgIBdZK38pEFfutx1tvVXaCqqH+4ZGp9Z+ufLVaFm4x0Uv1tkJhBpHpxp4HmdCcdlhgE+1A15KPTL9oSFSEo+1O1UOibqAFmADi02MLNjQIYsVWfKPuWvS7EbIsyMW13scEhrONjVHOholgJNzzP4lWR71kJs4EKkuBgpTu/6xGlLkJ/fPGCxnkR6HjZ1jV26f4ebX7vB+p2LnP5IXUbOzT/ztAsnIde4+cU47ilQCut9ZWW29u3vuO2D5Wu2fbD8Zdi7zH/nvvvuc6kUfYGO3WBVkpGFAOHXBi8hHHi2NqYM7isySHVCbEGILYL7pMAfaxanphS0T3uCcNdgJ9NZ3VmGGGYsfd5j8UGFlZL4YI+0L1lQArkzAiVJp5LHPh5zw/ND7nghPPDus/SBdSGwYYDphYhp4lKeCoGVElEJQrRFKlQVgBAs9R3fMd20KGWYrDdIelBOmqUurAGBoLsQcfeBMxgr2Ix7xNoj0YphEtL10jI5iBGCSwtwcVDff79l4RJrOwrvQo/u0EdNfJYyy8q25Oi2gFNgsWgJExmz60kuBYIzHclaarBYzvclJnFeJyksPS+hm/YI8/1YTxpWvXEetGdqnuDCqklJFuV0LkmCxJRZ/RxPWaKwJFaixIyOcSJbYpiGXJWJee+u6VhsdcLNqRFyKsvJ0gV7WXyTq8Ul0i0ivpq0xaqzTouZJFu1+2p+TK4Br6LYVLhUy81yjUBZK8S8eoXNpRCb19rJtyWrYLltvXO1W5dtQP0ardZ+xRO7jcdfxANeFkxYk4ZbSXlAzN4ZK9qpBFg47qVYCxcSNbcLUC3XtFKdosHpbktL3UpLqewoNesty+Yg1Eox169wy9bel2PLGYmFP17qke6l5lJdiLUFw6qWd75lESWs45oXAdQ9YTjcSVlb1ix6hq6yJZUC3LAda8HOVLIVO6/xTiJpenybGSOFdY4GoS0iyUBb905b6+Jd8shbHcPWQ2M2nl4By3M0v6Z0qZlPYS0Ftt/FBn7Ztdc+60381af/z/l7tW9POdunYVy77YPlL9PG4zFKKf5y8ocIIXiN/K7Zh9YiAr822GEs1tq6lFwx0RtL+MRWDlp9dM936VGFU1eQqdNR9ibQe2wXkjRPmypASETgY6V07WpN5/SQDiDPb2GGIxf57Xmc/YTH+o1rLB31WL0pYPORxJ0Txag0c3XmlBEBiDjFTiaIIID8eqxyaVG7XU2a4JQ7rMuY1bQii1dti17B8eVtFn2HfJaDKQAfOnUjwxOL2I4Bz+B3Mgb9iNDPyLRysZFWoKRlpT/GX8jg2CYFfvrcaJ2z24usDWF9JFmeCAZxTufIDMcieOauu/cWeOm9XZLAMulYRj2DWg9INzzSIJ9BtNNlnpgAX8x0oTsyJc3TZjdl6ppWlYxTWJTQyIo0XYFtOjLlpasPlWUvpgucipax2Uw2rBrkNBexPzf5WxfAVAU5BhACZSCSApGnzLbCzgMIKxCJnN9qL11t1bZEa2azOS7zVwBI/q3ZXo+5+l7nW/SmxVEncq9mKSlW0gAq51fLVM/Vs42RMZJ3ZD2+2x9xk0i5XzQWWDWugbOAGT/2tm7ChaE/13bhdS1TUTel9Kp2jZ6pEsCbCh3FUGYULcx47Z7/gsN822KMFPBIFqAzhczrLvqXdWmXO2yaFqCs26ExotTHnimHGDYwHBEZBxYyFqQlkLZkM1gL2sJEC3ZSxaVEcmbqk01zGc7q4q2NkE+xsLC1xYhItdvZq5brhDDMg8iF5MIXhjzt/zhCZy0k2mxbGe1hVVCdj9cFUN4HyV9ntu9ZvmbbB8tfpo1GIwaDQbs0Dzi+chHQR/4jSfOBK5+NrHUDquchpjFiGiO3wVMS2++SrvbQHYXxZTm4yfHUvcOmeOsNNsuQWjsw2+s41QopsVk+05g85XaScP9fBjz3+1e45SVdPj7qYMYpZLo1IKTb19z9A4ewBqZbKQ//5Tkmuz7drsDzO+xcyq9BSiaHWrbdE1FmxoIcTOQT2m7aoV+hPkSx7yaviVMPyXZ9djcEzzh2qgy6izMPIVwmwMwqt4Wez+yjJMRIuLAEF5bcMU+54D0MDKaC1W3FbSf8XDlA0JsKBhM4uOnByTVgDYvFegYdaGwvhcUJydIUszaGfsKO6JbJTbDOq2yM4MPDW8prORAMWVJTjvhb9GU9ej1oIR13RMpxf7P8+7i/SUemvC+9YzZgFVvU/cwxJZrpm5v3fo/PFaXanitnK9zm2cH27HgtQNCq+WAzYZlL+yx1npK50VSybJ0HsHo8mddZbk2LbOY90ELY+TTbMJd0BXCe5TbecOPaZZbLtVXMKkirMZnCtmsv59ikvO4Gh/faTbJtJcv5DalJmVVoEMIY7vFiblp0HTofKz661UFiMb6YX9wW3vfL2dVOnvl1OdpCy7hwhXoKnWgbCtKB4flE3ExGDHxs0ccfz6uvtLvGK2WK8TOFzlBwwGrWjGHZagbW0sPiW0tVCtp6kFjYTiVbmeJc4nE+Va3fPU9QSn7aPeaEok+ykTrdStA9Hy/Jx+uCujfowaYqdxu3HhqjY8OBpy/xxF+3ZPS7SkbFO774y1dXcN+ecrbvWb522wfLX6YVYLnV5B6jltY5J7lIR2wRSjkvdK2cAW1Q0xQ1TZ33zpPO8xvFbmtNV2Zz66gZAAxHjiutpJN7ExLSpOS+6V6fBz4nufOZhrteKvjUxxwfWe1Gs7bzbcA7vnUJIQXJKKV/IOAZbzzOyY/tcOBON9Oe/8wI/5TBLPXJFn1EN8Om0nFgTQ6Uq44W7TiDW1GX7aiLrzSeNIQqI0sUNsh1hovse8Lm/9yBIHDXMM6C8nP30xBlXi3hRU3VQcKobxn1M24/4bPThfc8rfD4w/IUbtQxC2NJdyoJY4mKPOTER1ycpb+2OC9T1zP8/9n782hLsru+F/zsHcOZ7pQ356zKzMqaq1SaVSqViieEEEhCtMGooemH/QDzTD9bYKZus/DyW2LRLGzw6wfLzwKbwUIsg2l4FkNbSCAEkkCzSiqpBtWYmVU5Z97MO58hIvb+9R87Ik5M5+a9Navq/NbKvPfGidixYzgR3/3d39/3J60E00kw3YjhbMK5ts+wZ0CTu2x8656H2euvldwvunrEpvglV4wV0+WymWHBG1dHaNQ/K1DZ1HLRJSPWYKrgUtUAswQODIx04booyoJRqLPCTyNqcKGBWc6Y2EbpQ9U1Y0J/tst8aqQRxFRlIZN8dhsT2rbxNslObRMwrklSUma46ApR2k02EZX+XtVsO5s99/thL+EGP2ZoFV+80uZyvM1HftNsgCr8LWMwW9pMb+/lqqr3QSrNSToV9wsFJrB8p95k3gqrWvHhmU7Djsn1xJlPNdYyK7DfGBatYcEIM9bStoJPXd5vccYoq2jW0SzjcRqPjdgnXC/vDp0+d4r3jGQzC64KYp5v1zAAEVwSdObR7PqfkiZKle5RpXUpUdcmwuVHN9jzijme+tRSnt8yMZpGjVO7uJd3TJnlHccULD/D2NzcpNdzQKokwUhDhiOnIVMK5XnQYByvtHJTbYFfkmQASKtYTlZQsXHFQdotVCt0oDZJQASJY8CMnTaMAd+HTjt9tfRQxkBikDhh5bTh8kHFnv1wzVHDuccYU2xZwoe1eC2P0brhy//5HO15zR3ff5DDdy0AcOHrQ66ccKxVtLdHe+8gB6jWKqxVJFEHtEaP0pekUYgn+esuNh6x8VgftQhaCTZwmg1rNWKh3YlYGszQDSLn8qGTvECIO1WupcgGmIpnl4hibdMl+wSBQSuh58cogc1WBUjPGc73RnliIbgXYtuLaY+gtxLSW/dpbfp0RgodebAZ4q23UMzQBRZxYNqVDBdsaOjP3MG5mU3C+TXC+U3au9YY9TZd8mVhX5/auJXHN/fSK7xZLwxn05ukeMNAyUtZ2BLYVl+Lks4ejEpWGBO2bQCN3lCVGNoMNDUB1hzsNcgPqh2sscOF8tnPyEXjKrHtd0aDPMLJFurArWpKMClhUFlQ1aqCRZa4ePyVAh3jobXNd6gLvwNcMj4izh7ucuKPpR/psTQVFdQxKXgtDMQawNVE3TOV5dr5Eue5C9kxNkQJlKfxOomYt8Jx3+fvOu1U1qEcY53PKlgWMLx2OGLvsFnnI0CCu++XlWJdNMvisYTHsqS64jT5uNSnoD6OzK6Rl9oO6sTNwlhfkbQpb994oO5ceIN0ZiB9ZttA1wdzvocKQ6TvjLrFChe/tsy+Vx5l5mCbzQuFWatM7tfkrRxMAfI00piC5R3HFCw/w9jc3GT//v2Nn+Uj/swyzrgqS+Y1N6EHCd7yOrKyigxHDvjC+CHnKdAa2w1dspKxuS5YFRMDfS8HtqrdSsV01gHnJMnLbefhuexnNYzwopjHP6qY//5Zjt0gXDkJUeBBYsf7MJbBlZjengDVChkN4d7fvcSRt+1hdq/H8S8b1/cohmyqOZt+1YJSEPcMSWucbaUSRWt/n5afYEVhrCsEYsWBa7eSoD2T2lFrLm92uaIc5RR47o3bDhLafkLLS+j6EUMTYBqKW5jEw1pFnDpKzPRDFIZkYcC+2Rgrin4c4ClBRNU8hrUSko6w2hmyetAtu7F3iV3BmAG2/ZD2SsDsmmZ5ZTfJZgczbGFGIcP+IsOLu0ttHkdQ2qI9gx9GBK0hfhiwz/eJOoZhL2E4k3CmP5+ej2KHhKCdlAYlYjXJwENZVXvZS0XDGqbNDQsASPQW83IVROSSu8bLvARQUgdeVpU8kbPPq04aAMG6ogorvKgAtrPbuMFyzDVe+Vs161+VEarJgJASekVSvTgPn+3apw6EJAWXFWZ4G4Yoeb8nOWo0RXH5Y0nAG8IRr1URX03avDXcYK+22ACGVnFu6PP1jRDpwqJnakUzmsD7uIDM1d+Q1QTKDOia9AYrlS7fBK8iTakBbeX8i+MZBWK40xtxvU5QCkbAySTgVSsxc8owg9DxLC1P8EN3ezSpHmLg090WS+IzQLv7SXAOG4WBYHHcWaacVZ78qazkpa5V6rVctwMsjwYzKU+16h+kLHzFesT6CjSoxEIUo+IEEoPNPO7TWD2xQdxP2H3bbBksQ5rQV764zhFjGtNwUX/abr3uNKZg+RmH7/ucOXOGd4Tf1/i5GAta5ZpmNT9HNB/CfAgHumizD29g8NdHMHK6YZUYxxT7Xu4+ITqdrBfBW950+uI8uS97w6W/a+200iLIxiasbzoDet/PXS6AXO/88EfXueMfzHLHNyk+/4UWSgSVVg70L47wW66cdR6ex5OPaOQxBbPdPGvbGybMfnSGpKtYv85i24LeFTk5RsaGAhIK870BvSBKu+H6k1jNfHvIyqBDYjRR4mGMLlgwpQxy4pMkHhv9dnrYgtbCntlN3nn468Ti8WR/kY24xSAJWN8sI5y9A9ePwa6Iju/QWC+ISKymH4clsBxW34aF8BBM+ijR3Yiju05xwFttXDeKfNaX9rC+ssBoYwY2u2z2ewyHbeKoRX/QwbOavZVH0+0Ilj6JglgpRtqB3NGGpe9DP4T1QFgNLSvGB7yyV6wwdgNIf8yk0p0hY4mGknEioA0rrPU2YyumMfv86XzmOjX+ddssc4U5zfbRCE4b+tO4nwYSuUlqsp03TI2tLOyjUX1TKTZyImnxSn/EzX7EdV5ESzuQPLKKnrbc2Iu5oesQ6oVhU6nAhn1Mug5Nx1RkigurbWegkCdC+mBD54DR0pYjnZhX+SP8yr5awNsY5HpcEccSx6LoW/dv3Xqc15rjhwR8j390vk+kFccXNOFFjVedAWgIl2Sn8nOdySR0IrViOKKVy/IrHHw2eMplJuIGHk3SH+ulQDwRB8RHBp1Y9JV1R3YYM77cFYeLoOPhtz2i9YRtl62uVPh7577/hY9e/I/b23YaL62YMss7jilYfobxHd/xHfz2b/8217/rII///86WPnNMgAHlPBSUVkgrKL2IraeQngO2qhe6n1bQgxiMoEcJNvTGAFdwLhixewmqDCB7Y4a5XGlCIImQjNVR2jHBwZje27xsOf9wzMHbQm68MebxJwKk5by8PN8jnPEYXIlzfbRqtbCBl78oJOuDwMKjTjO95z6QQHPhzg7cvUIce8SR75wdlDDbGuVOEpnmeC4cEmrD/o4TCEbW4/Kwx/Gn9oESvNDi+QZdZU5FYYzipvlLvKp7CoDX904C8GS0h9+6+E2lL/zuSBCEZNcAXfgKxKmFQVHznDS8+X1l2RVs0tJxociIs4TLKvVlVnFZhGHC7kPn2X3oPIEyXO8n6MJ1siL8Zf8azq7twa51iVZnsRtt4o0uSb8NI5/QKDqZv2tUc05FGOaHmeA0yTGKkXJTzwOl2NSKTspmJQIk1g2uzJgFzpMxJyg7dGr/Vgxv5ABGlTVuBH3Z/a+2Xq9J3zwxqiBW4aQEDfioVigl27zCDk98Sajy742S0KQuK7FBZd/ZOWg6xgZg2tSf+4Zt3tAZ5jPsgvDxlVm8kbCvFXPTbMSlkc/DgxYqvdXLyXYqZ0vzJU1Gy9uMnGnPZpey5D4NtC2dwNLRQscX2r4wHxrmtaWjpFFGu24Vm6LZQLNmNSvWYyXRWKMb5SpJBwhi7tiI8AQ66b7Fg0zzlDO8DfdXTUudRtP9mcuKCvtXCc5ecgIuz8pje7GgEyG8PMh97fPwPRiWhejKz5KJ3Y4OvH4Rm1gufnWV6s5yFrnJVm+rpMNpvGximuC385iC5WcY+/fv593vfjd/lvwZQc/n3BevsPLERnmlTEeGB8bSPr+JBB6m5WHa3jjJA3AWXArTCwmeWkI2+3itELodpNPChr7TKGdNS0GakU3T6UKpKFOlfupTdAAnH4CFY3DokHDhomU9LaXsbW6idJvNS3F+HLIwS/+armNbYkFHFh0ZbOi5F2P6QFexxbRgvj2CArk7jAKOn91D0EoIw4R2kDDbGtGuzNOG2rC00UNtpAVPSOtm+II3HzmsUaELI/FKVm1nRgs1MDMXu5fZ4Znl1P5NE4vm8qjH0ASMjJ+z3b6yNWs4rYS2SvCweeGSALhsZrhsXLJnWznWfMHrs+D18209LAFgKNVII0ZYsx10N0Z3V/EPOIZ6OenRr9T7fXDlICfPLDITw1zsjqcXC52BpmssB4x7WYYidAqZ/dXX5J2jmDeM3DmX7Pzi8ioTFIlSjr1Tzt4uVooIRSKKSBQj3L8IRWI1iZPDk81j22BcNDCP9CGtKANHG9ZlHMGGwu9XBkZa1YuUCZgGPaYXSQ1g2pBmlwIpg0RRqu6QIQ3SBaHuPlAAY7VoAPXbgi8TpBqnopBTUciMNrxzbpNWeqFNS3GOkHProduBBzqSfLts301lm7c779oSQ1dZWlpoqfSfFnraMhsIbd/iFY6v8bSLw7CrVnPFeJw3PueNB1GqwY6d1KHotOIOx7G1UnmDeUO4cznmlYOEBHiw56NGGmVw/tx2DIhFN0uCxp0jB9ROs125R9P7sOaimA4GM2ZZJ4I2go4kldJlgF3c87JWrCafSiv0xToGWQxKw/7X7+Li11YwowTlNxxEE1CWgp5d6WmS38s5nmNm+cyZM/zsz/4sH/nIR+j3+9x444184AMf4A1veINrUoT3ve99/NZv/RYrKyvcc889/MZv/AY33XTTznf2PMUULD8L8ZrXvIZ/90Pv59Ddu7njH13H4MqI8/cuc+EryySFZBPVckl8mZem7oOvFGoUoRKD7XWQtu9YW0CGQzcV1x9AfwBaoZUueSs3PvAyjXQcI8aWbe0mPCAl8Ljv/oA3vSHmlXckfPrzATqC7m4nIRksj4Gs7QSIVphQOX1iz0N0QDSrc4ASDCzKwOBwzFxFBzyKfezAZzTwGQHrwKXAcuS2ZXpehEURW+dhnBhdnq8WnF42rUqXscAalwz3yZVb6aSg+1Brha+vHqh92bsJLokQCNLKFy0gCTzaXnmuNdAm79PABOm+rv70GIrToMcSERcQVoxHoAx9EbSYHGeti+KzqzfkbWslXNtepm/CUtGT/BpozVoL1tLMfxt5KN9jIbH8w9UBD3Z8vtJpE6yn8gpraQOzWDrasltchZi2CCFCKEIA+Ai+CC0KQDsbjxQPsPouTityl97vE/+5kgwpbnC/G5WD9ewfLYWE4/VIty0x0uPborRfcMxuUd6vADzyQVY2gNBAqLdLYW8RUvjZxNyky2vKniZ5Q1T+uynRURX20zcekYUkXaHm01zcZovwsSwGhlnf0vWEjhZa2hJqIVTgpwywO4fNbWTlnEdWsWkUsU0HV8pJRIYoBmgGVrESa1SalOv05BDEDey2pdHDXTyXYGo6ru9B23L7IGGo4P/b7brE4oFy+vmqJXEFMGR2gSqhoE2W/LMmjXU2A1GcKdGx4MWS6+0z/Xd1pgGlsG0fvVG2ypAwGJ/EfF3tZiYtLN4yR2s24NwXU5vJSe+ABsCsWi3HXE8q5jKNl088R4zx8vIy99xzD9/yLd/CRz7yEfbu3ctjjz3Grl278nV+5Vd+hX//7/89H/zgBzl27Bj/6//6v/KOd7yDhx56iHa7vUXrL1xMwfKzFL9/328hIpw+fZp/+xP/H45+yz6Ofss+lh5c5dwXr7B+ZoCMRui1TaQVuOIeSjl9cH+IRDFqo4/SCk9raIXuXs4Kmtj04akt2Gz+b/yCF7FOk6z0OKkvlU1IAcEom4Jw7Tktte+DUphuSBJpnjjpceMxwytuS3j4Xk07dUwbroxBpOkF6FhyVkeUctUFPbAd9+COu16adZNweWUGPzBobQl94xLtckST/vCEjhfnlfM6GmLx6K908IcqHSCIezkGrmqgqlgw+MqynrRYTxyCvDia4fJmtySrAAit4M0O2ReuY0SzajquOEjDXGvHi+mk7hQ9zyXSzHijvJ/F8LCYCoo0KGLxCQoeYJlVXA4Kgb71+dqlgwxGDhEoJfjeEW5YXMoBfCv9aUXhB8ZNRadhAWUUM+kUe7+KZrVmCAzRiAcnJ734i4sS8PvjhRpLC2gpS0sJbRyo9nFWXIFyvwcIHg54e7jbQDuYS1bLTKXAK9utchd03A0BtRXrd5WYxGJOWtdTFcZZ0Zjkpxs8iIsyhhxwVaQNAF7m9FBcruvyjKLetdzRrcFuLIpQFdjjAhh0ZaOdLOIN+/rsahmUgvVE42noeJagAQRLOlCx4mQ7Q6uIrGJoFQOjiRJFZGFkNSOrGBnFwCqs6JS5dY3ZME2OzLyT02NpDaQGjItse35emrCdho2jFhtabu/H3LUek07o8PdhG1ShLKSSdMdj0Oolgk3GWv38XBVHZ9lHenxtx+ulTjDZiDcDy6LQ8YTBl2Te5ZJazTXcqJ52z2dbzI5NZwSThIN3LrL65Cb9iyN3sSpa5Hw/TV+CwC9d4Hfd8P/kI0/8b819ncZLNp5LGcYv//Ivc/jwYT7wgQ/ky44dO5b/LiL82q/9Gv/6X/9rvuu7vguA3/u932P//v386Z/+Kd///d+/sx0+TzEFy89iKKU4fPgw7//Qr/Gu3vez/7W7OPD6Rfa9ehcb5wY88eGzrJ867UCyH6DnZlAzPWQ0Ik/SsIJYg5KRYwHAFROx1kkqkqS+Y2Nc4ZEo9WLWKWBWOn9gFgGzA96uHYliCAMGB9tYD57Y9Nm32WfPorB3LoI1t0muJPF9VGwJNpL0pZeV4PZzT9HsZRLPKHQ7QWTsRDEC7FILL1KgxU2vKiGYHxFWM2gANfQKLziFSkC0xo7SN1TquEFo8op4GQNrRbE5KFc309aiBHYvLHFb9wkAhhKwaVt8cP3NJCnL1fXHNnXVCGoU0Ti8wgDGoPnzpdcSWY/DneW8X//D7CMs6ovjbRTcOzzKKB6jQ0lZ9awQC5Az25tRiO8b8Mf9SEYe3lAxl7j9DxKNN3DT1LId0rQyeGlabtEMSIF49QHaJI9MmtnVWqKUamANBcLVOsPYpAUWr0EeQQbUigevG4tjvHvPOnGDh1ojWG649DU3jLT/tWOf5OTBBBYa6vrZFGxnBS1UOuK6phPT0eIcwtYlly0UvZn9oftjf9fkOu3F0GKB2CpWE8V6ollJNGuJx7rRuIkxXdbyFgCn6Pq5ty3VrF1XdXZWlEJl8oZMfRCCGPe39bLRdP1eOOjHJFbxyrURtw4MkYJHOj6XlcfZYUAwUgTr4A8Eb4SrUlk518qKc6Co9kkkP97Mt7qq7c76VY38GlvXvjJOhtEk/ymC5by8tbEgrshUXiQqfX539rRYODbDw//nqdLyUpcmUf5WIE4cEePpvGjVNF6GUZlVueq6wNraWmlxq9Wi1WrVVv/zP/9z3vGOd/C93/u9fPKTn+Saa67hn//zf84//af/FIATJ05w/vx53v72t+fbzM/Pc9ddd/HZz352CpZfbpEMDGc+s8SZzyyxcMMM171tP7f8Xw/zld94HBNZJI4wl6/A5StkHsyq1XIuFsVkPXAJWKkOWaLUSxlyNqEEhFOdsgCqHTq2GVDiCpzg6doUn2q3iHo6f+l9eqnLtx/e5KY7NRe+kuqFI+ffrHwf8XT6YAeF0xSaMCDuqRwkKJtmukceyrcoT3IZtSvzCljlbMdQJJHHetxOE/4sgbKcHcyh+9qtW8BnEtjxH8ZN6eu2xYpiaIKSXKHdivE8SxT5IIr9A0GhmNl1Ja/611Ujnoj2sTLs5JKHtZHry4H2Wi2hcDnp4imbs8uBMrWEviw24habScjyyOkUNMKR1hWO+Mvjy6uEWDzmuwNi4znpCYyt4QoIQyshSiaX6OplZcoFPGMxvq5paptYSwcIVG2ZFzEurkAKjqqM71YP3eoMwnM09Tc5ngEY2I6kc8LxFJO/gFp1w9JumljoSFK7sq3351nLG/cN2ds1WIEnlgOOzYxohU4/3PKEQLt/vpLcZWIzUvzdkx1sW5EE6f0m5f0oW7h1xCWlVfthWqouT7jaNc5AMU4+IbEqgWVluarBw+tmBxxpJ9y16q7wiqf4s11tLJrwise+ryToeMwQi1YMdnsTvK5TEJ09VlMGPgfnhXu4saBN5npRcM7whhadVLMHK+A4LUKiMou44QhEnINSktTyTZRSHLxzF9FGzOWH18cMsViUqtxgDZVY0QpaIXaui/hTkPxyjqfDLB8+fLi0/H3vex8///M/X1v/+PHj/MZv/AY//dM/zb/6V/+KL37xi/yLf/EvCMOQH/zBH+T8eVfJoGq5u3///vyzF2NMwfLzECtPbPD1yyNe989u4ujb9nP8o+fKK4ggSZKXpdbtNvHtR9GxQW9E6I2+KyRiKg/A7CHfbjv60Dj2WYypswtKQ+il1fxS1Jru1+yZyx/coiFBc9+lNq/bN+Dg6+cxkWX5sTXXZuATXN7EtpxjhvU1NvRIOuM5dMGxTUkHvBXfFUDwxQGt0ELPIJ5Gx8rZnAnsXtxID0lhxSPB4+zGPJ0LKjX7H7NYZkYhmR0dgJLS1HERXC72+kjq4QxwdDMEAs4tBEi0B4Dd/gYbpo3JfKAr16/KFp8ZLHBic+yb3PYSbupd5O7eY8R4DFOadN22GRqfUeK+Zq3Upu5QsEwxsr4F2hJom1ebUEqIrEdkx294X1vnS23LgJrIjSYWUxr5bYnLppdoLNgxQKKcQ0YERCgi5TSkI3H/+mgGKDbR2MQNVBTk4zPrOeavdJKKrGMhdEKuE83YNvHrJaOhzhYrIbV+S69JBlwa5CJQZyxdm/W3gSjVuH1jNAwogo3q/DwkXVUDYaZd6VPOCGcLnKSljUWnPryO7HFe414qUbGZ6YNN3Usq4P8dRzbJcI9WcMvu8qCtKKMw1jHIg0RxYtlV9ZSiF/YWL88iQ10LKa+nE8G0xuc5A8JNBV3ES1nkYnMNl0hZ12bSgbf4mxzShnUUXYTTgeZjM618BzaU3E+5GDoRTEWuUJwVqDLO2wL91jHXbvutN1BGnDzDigPS1jqd9uYgJUGKKxdOlrWIsWhP2PfqBc5+/gpSTEa1W3goV+UZgyGyOK44+1dfeN9VDnIaL8l4GszyqVOnmJubyxc3scoA1lre8IY38Eu/9EsAvPa1r+WBBx7gP/7H/8gP/uAPPoNOv7AxBcvPU4xWYp78mwsce8cBLj24yvqp/sR19a4FRosBTrTZRiVz+AMDAq0LG6jBCFldc1NqWqUaZT2+mpkLhjRQNEqlD9AUhPge3tIauz+9jp3pIp2A4Z42K0qxbiLmDrU4f99K2qzTF6rlNcc4ec7STuZ6dHf7jOYdO52xTZm/rxJQqcepVZr91y9hrM6r64nAdfNX6PkjEvHy5L71QcvpPCmALh+H/IolnLWi1YqJjec8l9N/SboPt4rry8IQBOFsL+Ds5nWAY4af2NjD2qCdVwbU2jLXHmFF07chrYp2oAjI+0lA34bM6dTuSbtiJX+zcTuPPnQt2Zy39BKUFh7ft5/d3kZJx7xquhPvh2IktpxemB9f37mqZODoAR3SFpvrikMgkHHyXq4wkMnYUQIgGD9XLSnoQuWOGTFwL21WrvIoycC0QH2HTSyHlEGTpNPxYqUhUYqa9lOJ1BO6aACxaXcCJdzcGY2T/9KvSG5hDmgreIGDq54SJy1Vgg7Sn7ivlodLgnPGHTLWaUOuw76qg9dcfZEV+OTZLhv5zIJzm4gMnN0MGCWKoVEMEk0/VgwThS2Aa5XqZEvHPkEaUmWZoTDQqA6UGq9HZZlM2FdxpgkHKFUqwajeF6NdQMdwKDFsoPgzv4sNNaaT3VxjyjrpOslN0nGlo01IrShIvv8JoKE2QFDU3DfEU26w3lBcREfkMomsLd2P66A6DGBUKSwC2OHIPcPT9fe+ehEv0Jz/8pXmDhdD69RCrnyjfeTM/3H1bafxko+nwyzPzc2VwPKkOHjwILfffntp2W233cZ/+2//DYADBw4AcOHCBQ4ePJivc+HCBV7zmtdsr1MvQEzB8vMYZ79wmT2vmOeW77mWU5+6xNJDq5hRAyXnly+L+BDN+/T3auytu9GJ4A8P0r2Y0Lo8RC9voDYH4wezctIEh5wKbzJRrlpgmlyYA+fEgLXoUZrIdhokirh0o2bu0AFWntgcJ5EU+1aYJgzXDOGagTTZz7QVwz0alajxC1IJzMQOWKRV+PbMb9D2E+5cOElbJcTiYVD0TYtPjW7EnyMvk63jSkJNFtaBxkEy1gdkYDlji70UQHcG2mmllcqdJ2LxuNifddpqkzZuPNbASUEKXtC+slwazhAbj5aX4KXg+ljrUu0yxuLlgwQAtRKAgitJj4tmtrTumdEC+7rOXzqxmsj6eZEUT1v8FE1E1nOSkgnRcqeDr3pu1N+okS2+P62lC8wOhK4VOsrSwtmAta1L1vNx0/eeErwUDAbigKCn4A4T8Zm0lHJxf41JasVl22V4txHbqTg3KbRyuvE7ZuqAZau4mvOHRWHEsfhGnA2fsW6AkYhziUisQmVFLNKWFOSJcDnIVnBdN+aN+wb8zRnHDO7ruCS946shj680szxXCyXjGaXiweiofk5Fq9r9pBoI2Ing044TJLPvszIpM1sl7Btu8UUS3pb0EeAp5QPa9dNkNnMql6709yknwyiGGQP7KhAuJ+5J2c6zvGopdFZQJNtXQYpxVb/qTKOc/V5cP0s0EEEHmiPfvJdDb9rD0kOrRGsTCpFU9cc2ld1NYxrVeBrM8nbjnnvu4ZFHHikte/TRRzl69Cjgkv0OHDjAxz/+8Rwcr62t8fnPf55/9s/+2c529jzGFCw/nyHw6J+c5obvOMiN33mI6991kMtfX+PiV1dYObGR35TJ6TPMbGyids1jZzvEix1GC0Ge7GJ9RTQD0UyAf9An6PcI+i7pztuMXYW/5dX6/qMYMQbp43TQnnbg11jHboDTRgMYw3AlLSu9y4fjqQuHWMSOKxKiVFnHJ+mLQ2m0UYgpMIFKYdcDzrGAF1hmekOUErrBmAIMlCEAAt8w0xuyciB1hzDKAU/rWGpFWtZZOwa7E5ZpRCvO+zcuOEZoBeFIM/KEe5cOMxNEdPwYnXoph35SAsx5tfKCjKNvQ670OymjOwYo8T4/10BnhUq63gjbtnmVPASka7ihPU7uK0YGyEPPEHqGfhKyOmqDGY8ONoYt4rO9cklr7ZKPxIMwcUleTcwcNMgVtKYvEIliuTJu01E9GS87jvTM8J7FDYxx2uZqqIZkPCVpXxsYynoDDSywoc4YJw3LaJZmeKO6n/OmUcx4wifWurngxhW3VLk0QkgnbACjXdGXTBLhKrbVgWVVp9zIbOKkHdXEQROWBx6LQcJ13fJBXtNLEIGn1soi8rxiXE3L0Lx/8RrO1YR1m6JoYQcO5+mkrtP2BvX7aZLcoeikEc2Cpy3v8vpogc+ZNk/acDyRth08mO4j010XnS2adMxN2yuBoG/Te1DwIotK3CinliToqXqFxozMiJLS3+LpMlAGnKuRx+ItPa5/x0H8rsepT17k9GeWGoHyluWst1vhbxovn3gOwfJP/dRP8eY3v5lf+qVf4vu+7/v4whe+wG/+5m/ym7/5m4Aj837yJ3+SX/zFX+Smm27KreMOHTrEd3/3d+9sZ89jTMHycxQfs3+c//5t+nvz34fLEQ/+/pOEsz57X7XA/lcvsO9V19G/NOTLv/64W0kEs7wMy8sAeNpj7sg1BOt7Ge3ySTqapO0e8l7stMDRjCaaCYGQ7oWQ1pWV8QO4KREwc9iIYiRO8vWU76PCEBmO2DhjERFmDqRlpVOHDayrgJeFGkW0z29iW35ebGW4W2ODOjUTrGpYaYGCTd1BFGxc1+Lh3kEWw020EvYE6/RNi9Xl3nhTTxBPUCONN8rFyvlnl84uoAJLq+dQW6cVoVIf5nGiHAQGVlqK/iikn9q0+Z7ljj3nCHWCFc1q7I43sToHvmMgrGpWdEpJSVKRrfvo5gHCxeGYPLKaVtsBnr5tobGu2le2HZI7XwAMkqC2L0hf9EmlD9axfoEICQ6oeCPHtuXnMKUpa9cljYI0euy0VQWrBSCeSY9rThLbiEnAcXvbVoApqlEz3ZTbJw0DiLXEY9ZLWBGdyxZy+7dKbJWo93SjSfJQqoKH5c37BwjwubMddKrFXghdUl9sVArni43W95M5T1y1L5NWmfBZDQDTvF7j9VAK8VLAXJiZ2DgC8by7ADcNI+5ej9HAl5MWTzYYLhf77UWAHeuRc5ZYmgd1kt3TlfYy3+cx4wytlbguuSiwt5ktnE4k3T5jnFOgXGST8/OS+uWbcV5KewaOvfsQu26Y4fIjaxz/6DlGK/HE84iV+oxbQ7xz94/y0cu/efUVp/GSjufSOu7OO+/kT/7kT/i5n/s5fuEXfoFjx47xa7/2a/zAD/xAvs6//Jf/ks3NTX70R3+UlZUVvumbvomPfvSjL1qPZZiC5eclPmb/uASYAaL1hDOfXuLMp5c4dNdurn/nQbxQY6KGt741oDXh8pBwGdAa62uixZC4q/Np1Ayz+P24zFRkD+q0LLaIjLOli1nTVpAoRkYjxAo2cixRd1/LaUWbbIa0QhkL/RFe301j+1oTLewGmyrmiixiwWtWGfdrtBlypj/Pmf484JjVyHgplWPBZBSvGk/tl6QECr3pIcpjtOpYtpHuOs20L6jAvS27YYRCWG+Vv/0qtYgLUvHkvpZLNrwSdeknYXpq3LHH1svt5cBJE0LfYNAOAKeoLcSwHHXG+lcAbWgFMVYUUfbVEyfX2Ey9oYuK5H4csDFMl2uLry1x7KFHKmWz0v4XXug+MJggiFW2mW1FnHVb8aGY/drodZxeuzCThngu8arkFWwhXKcO2oSym1u+QcO6k6L68N4pVq+sfznxuLadsM83nE+2ZuFsUN9eG1zCadZ2en97Uf0tk9mSlbpjqSUj6qwwBvC6a4d4Ch65FNDRll1dQ9u3dH1hkCbITjoHTUVMSvs2jtnOrr0yToJgwnrS4k4ib8+O/861yKUV03Na6VcvEm5bH3JsZGiJq/L3yU6Li2stxCe3nDRt6J5V+IOxRj13p2hirItsb+p5rFT9WEWB1+BSYgONNzKF9RTKCv6mSY/Rjj2UmwYsnhqDbWNQiQFjscMRkiRoDde+eZFr3rSLaCPhof/6JFceXa+1o7ZTfS+Tdng4MD4tdT2NLJ5DZhngO7/zO/nO7/zOiZ8rpfiFX/gFfuEXfmHnjb9AMQXLL4LoLzmQ6bW9ZrCs0qIcqYUa1qIjS7iisH4IaZaWpKDZW+6jWiESF0Cz2JxhVoXMJckSAfN9lcFCvJnQ2Z1KIXy/ll2tCs4a+cPYWvp7dU0X6A0UM6eFuOemWOMZx46350YY0Xnp6Mh4rAxdiWflCXjpdKVV+Jc8dOLYKFG4JLTUMSCfBlY4YG1wQHvkjmkhUihGLIWKYZRKLbRFKaGlk1wGkVgPiyJpmN/tx0HuRAGpy4Qo/uCpO5kJXp2z2Id7K2zELWa7IxKjc2nH3t5mrXx2Vm67GlHiE0XZW9z9jNdbzF5WNTu3aN6dD41zuXCMmqo96Jq0oDAZWDQxblmiU4ajI6XqhTXSZK4q46vM2CM434+nSqy2W0jq01wHkXUWWRqLO1TXE9XsXHFOfF7NiL2+4XzqZd34MlGQzID1y6OKpupw7jjr+0fv/M2zZ8Zpk2/dF+Ng4ziSjCltaNYWCoBAGYCPOyWN/sHKbi1PqALv6nXyN5vvv6sNbEJt+dbFTVoCauh82R8m4Cu0UKua4X5XhCRnVwWs7+NtITcPlWWxY9gVGjrK4utxgqaIsB5pHrjcYiubwSKbbD09ln5ohTKC1zdXTxTM/t4cQJIgUpif05pd13e5/tv3Ec54nPncMqc/vYQZNumLLDUaOXuGVwGxVlPd8jRqoURq39mt1p3GFCy/KMIM3RssnPGJ1poejoI5/hS600YvzCOdFtJuYeYLUxZC7gCQLPbQcx1UlLh/wwhZW8/dMwD30zpPz6INkdLlv5cf32D/axfo7m+Vimbku00SZOmKA9KezsupZhKAfNpauZeyPxL8keuwpNLd+MwMl1szrB8D8QV9TZ+Z7ihn6IqhTQpMMm/WIWRV0KBgMedLecpcYF/szvPF7ngm1BjNzEzErqCfs7oWxdAGnNxYLBU50UpS2zZV8162otiIx9PDD0X7CT3DXHtYWu9wb4VV4wYCHkKgDEPxcwY7c+OwohjG9a+nt+qNWbMMDKbvzQw/j5Rj9FWDlteG0qil1Ztl7WeWgLWVpjNMz8Ho2crUq4KKzNqjsk6jc8Z2d6GpaVw3rIcI7PImF5vZss3tkHwZ8dzU0UksaNrPx5YCZlpClECUKEaxph1Ybt4Xs7LpXFCql0CoH+fVLlPxfGuDA15FQGxtrs0t9rc20GHM7jZGYRCtjSsKYkP3HX57q09LwSnr8+gwZMW4mzVI9yOelDGtcg4nYNnXMSyGhrnQ0vUtbU/wdRk/Vt/7SsEuDHtmB3zqZCefQcrYfn+Q+pYbd26CwNLbDcur49GqeArxNapStc8NKKS+U5GyJA649k3zHHnzAstPbPDA719geHlY327SQUCN5MijUjK7sTT2NF5+8Rwzyy/FmILlF0EMLkdEGwl3/OPrePJvL3Dui1fqN6g12M1N7KazJUN7tM4v0O50MPsXiOdbmFb6oDfWsa4tH1o+aqaNNxhiN/tOH6fUOHO6Ut5NKnq8U59eYv9rFzj61r08+uFlnA2CN37oZiW1kwQSkFGE8n0Wv7rG7FNtTFsTzXqMFhTeUPJiDZlmSlmhd9GBlLm0KJUJO5z+v4QcvuYysdWMYp/BKGTUD1BpIluWdZ6DkFTDm1aExnTBeOVjWzQWAZZCUAWE0/KTkvxBpyDWiiKuIIHLKzMkGwH47gCUAi80jEYBnmfptR3Vp5QQTgBf2QvZkpb0tiH9JCzb0cUh5ssLjhTKCPvAlY/OBgY5YM7GP6mkZpiCnEmFBmuOBhkLWh2YxBW2PttnuqzTshBCEinwyqBE2ZQZTu+nnPnVYCvsl3MPaOhnmqSWMxvSLCWZCFZTFry4n0kviVhgxrMF55aGdhXuvjPlD2xIjZRUSbZBeXu/X0b2KgWMTSx41pcnMqcLcay81pZvvnGEFSfNaCREawOP4mdSWu6NLFm1uSx0ovLnSanZwv1YbCM/V8WfDdfFG0mtCIsJnSf79WrErBYeNwFfMh08W25CWdAjhRpop0lOwN9UHIsiXnd4SJA90gSMOC33+kixEWlWB5rlgc+gL+j0+oWB8MYbh2yMFHtmLP/DkQGfftRZOLZ8y765hIUDhl5PaLeEzKIeXLHU+x4I6G/q/J5q1Pc3AdswcA2ktnDtWc21b5zn9GeWOPmxHRRlqAJka52dZyFEBB0E0G65GUrf4523/Rwf/fq/2f5+pvGSi+dSs/xSjSlYfh6iqleuRjI0fPnXH+Po2/Zz/TsPsv+1u3jiL85t6cWMNZily+73U6cJfJ+w00HPz7mH4kwH2w0dKLYWGaYMZ6ZRTpNJJEnGb4AGdmK0kjC8ErF44wwqOU2y7rybVeA7CUYGurM2tHYMs7WEVwYAdNK2Vm6bY/OALmSTgz9w5XmdX2naRJqxPhOmc6ttYBaW+j2WNpzxrx45QOgN1Rh8ZyAm+3JXvuVzRjAKrATOzqDw+YZpESiTs8gbppX7PRfLZydDH6yCSOW7Mps+NlbECoaZZEQLHF3OAbOfyj3WkxYXo1l2BeNrezmaqSUOWnE+rV6JmFaYNuXS0EI+AJlJixP0aZj+zlqwypXehTHIatIQV7crsIHZ75kXyEhVznu+XlkLC2B8VStK4g/BG9Y7nHTdPZHn+QuYtuR2gHnfTKW6XNYFVT8PwabUQFzSdsVYZpXNZSp2AthTBfuxYlTZVS3UByVS/pn3s0Gu4j6oL2r7lm+6YYCn4cSSjxjtcGllkNtkfZZZejS9/HRFM73dmVdRYAKFSW+G3BWiYbCR65Yb2j6mRrzOcwOAL4+cv3qxgmE20Jl5Suf34LxOeOPsgJmeYIHHVgJObwRsJAolGh2nFnCphtjlSKhcnjIUxacec+D4jdcNWOha3nrbJkFh4JcRw0kC6+uwua6wCg4dFO58TcxTT2lOnkzlaZMmJvJjkHGDcZSzvsfeupdo0/DUJ5pdcrYbIhPySsIACZuSD6bxso0ps7zjmILl5yGaEvyqkQwMT3z4LBe+sswN33GQV/3wMe7/4AnWntwCMBdCkgRZX8eup8kgSqHCEN3tototbLVCFDi9MozfjKknswpSNJOyzo/++Vle9UPXccs/vJYHf/9JEIOMjEtuyZiMDGhrhWqFqNggWjsDW0ACxy5n0+A2UCRdCDeE1sUBeAobeIinGO0OWdy7hrE61wBrJaxudNw0LGBS3ajpgh7qkixBJ2Ba4hBPznQJHSNEJT9Z9+Hu9iaxeMQFvcH54RxXNrsoJfgFhlppGdu22QpoE8bFUgIQUTmwM6lm+dT6AqfXF+gU7PLWRy2Wlp3vstaWhbk+o9hvHtE3sJ1Zt2fS67WJmqyfjMFL+5SBOR0xZgIL24lXfk7mU+vpQj89D5GoXArwNIwxth9qC2C53WiawRZYtZp5z+JhMc+kRPZVoliAg3RmRRtqCX6TTuONByJ8D+4/FXJuJUABXoOfr0Xy717e5oR7osk/Wbzysrzeh1f+G5z0yYZXv/Ci3LrZLEKmiX9Dp89RP8EIPLAa0l5zN6JpU9OiK+uSZ984O2Rv4J5XZ4Y+958JsWi8SAgFdGxK53ncgCuaVI2zyz5znQgRWNlUbPQ1qyuK9bOWJNGl0YMEmjOnhVe/OuHoUcvevRFfu1djsiIk6bVU1tI06pDWeLS4++YuC0c7fP1D5xHRbGvkipsBVNtMwPzIif99eytO42UTU2Z55zEFy89TFK3kYDLbvHF2wFd/5ziv+ifXc/07D3Lfbz7x9EZ2IshohBmNnB1cqzWeoht7mTVvm7+gPA6+fp4jb9mNUgq/6zsJRtN22TKDm2K8tIxKrehQCrsw61inrOkC46ismwb2Uk2xBJrlxGctaqGV4xUDz4wdB5oOV5EnAhovBVWZbZoClCIUWNIK0/dBO5cMpaQkf8giMp4DuqlfM4C1Gh0aCKwjiLL+rDdouUOLFUrWdcUYFPTfSyszcM5Rc1bB5XMddKLoNEgTXFWw+rErD2bSWYP+VmCvIpWAysOwqO+s5hB55Wl4Lz3fQ6UcA15kYyX1yW3oa+6znIWtJ56JanaTaNLCKtvM9uoGENnoGw1c6Xoc9RMOiuHsFo4YHk6eUix4Yf0G54iml5E4GUL1WNXEqoT1/fdaggicW9maKawyy9l502nSZHF/ol3Fu1JXJw18tmDMq+GNUtBoxtfX+mMZURZd7Y7pL57qARqFZcYX5luGucAy61u62tLSQqAc6ysCawPFfafajEaaMLLU6mYryh7waf+L1QLBXcvzfY/zZzuVcyb4SVIHvEYY9hWf/3vNzbcK+w8Jb7zHcuJrhgsntn5YKyNupi9O8DzLdW+Z5/LD61x+4PL26fwsmvTH1lIrTjKNaVRjyizvOKZg+cUYAic+eo5X/883sP81u7jwleVtbaZaLbxDByBOkM2+s4CLopqOrTTHWA09Xvf1/8t1tBcCTGQ5+cklznx2GRVk89QN22aAOdtfakUHYLsBplNc1/3zhxbTDdFRkuqQhbWjLUJ/o8TMRsYjiT1nJZdvr1LXi0y/IaXmi3/4xjkYrykPven6Jwpsy7W3nnor+9rgKWF51K3VzJBsn+kpVClYbHRCG2munJ9HhSYHkEErod1KKxhqS+i7l7uNvDG8TUGWHjUzqMqAXwF8XuQYuLkAaMFwzcMPFKYjJa2xzoq6FLffKRNcWD/AgZycIy88gHMda5PuV6pArq7ZVYAe1AFbUwEN1QC2AbwGZxkdScPD3+NCO4DOiH0knB8Feb9q28cN4FDK/tilg3i60QC0D83HLHQt/WhsP5Zp+OvlvicNNqTuRrKDpK+a/Vy6n6SrajZ1XtQwiMkfL5bdgWV3aJhJvwfffu0mvqq7nOUaZKsI0xml+48HXEwHDHrS21wo+0pnMyL9jCyojrrK5yEfMBQKMAEoY9EjAyI8cR9cfBJuvxOuf7Vm72F46O8NNv2OqdTLXsUJjCInezMWGY249lv34rU8jn/0XHP/t4pJRAeMC0ZNYxoTYsos7zymYPlFGutnBlz82gpH37afpQdXmy3lKqE7bexsxz3Ud8+BEbQxcOaCA81Zch+USlUXQ2lXnW/xph7thYClRzZ45E8aHuaNL1gv9XKuMxvJTEWomm6etDWyu4WyYfritZgWrK530UrodUdonXlCq/L2SlCxlxcayFkkDZmVXcb4HYgdQ325UkBAlOAryyi1iMh+9oIIf9bt11UC9BjEPsN+WGZnK9KFUliQ4XjwEY08kvbYuiLv7qWwVIQCcLZbUANcE7WtAh3tGO/NdNuitllwCYLhqqoBGOtT0xEr47TEtaS/vgNn1oegnQK2RNceqNtNuoMCAHsB3/F9qxGBBb/+vSgB+0nXOh8kFCtWNq9T9EQHN8bTDQNXXTZS4fZrIoyFLz0UljTGOwG7TaETwRTaUNYlrhpPN17HWjIi1ettmfUMiz1h1nPOFB3f0vKFQDuHCk19zC4CG4lmkCjWY83qyGN1oBmmVTiPzEW8cm/EUxe9HCiDO+dZgmJ+fayAVrXKeuNONw320/u50Ib4uqEIjoZofJ+sL8Pn/1K4/Q3Cwn7Fne/2eOxTfVZOxs4ibjCoPSJ6+zsceuMiJ//mAqMmB6TtRHqMUADIU5uvaWwnpszyjmMKll+g2I6O+eRfn+f1P34zh9+yl5N/faH8YYEBzlgG1em4+zrzPPbcXK4kiWM0gKuWPk1Z4UN37UJEePy/n3em/dt9CGvduA/xFTOnLaN5hXguyUvHY/Yre+EnHQ/RED7oEm8Gra7zEV40zBx0bPNwEDq//chrBDJScCzIgMv+dLBxfrfBZtRqoiEQEtGEDfP4GWMVakOoDZujECmUz0YJ1miCjdRCarwhSdhEC5dZruyU6gYZgU7qMohsee6Akb4fM7u8Vp5BltkCsH0A2gBgVYNkwRuNWeBwL+C7ohY1UKKamdnGXWd+ypXVrdfQ+SZGRNUT7Bw735zMVg1/KLRWLckidJX7HcjLLRevTTURLutT1nlVmOZvklGIBrudWfIC+M5CARsDRWImNCDj9bPkxioTrBMpSUjyTRtOlPLTxNs0Qm2ZaVtmWpZOIHQCS8sTQl/wffCV5MRxlRkWHLZLrGLdKtZFs2w9LlmPy1bTWnEJraX9C6Vy2LcsRliBR08FZXY8Ky5SvTZG3DOwOkVE+rxJv0NZoRg9avrOUgcLIqjEomLHLpNWQH3kozG7j3rc8JYet3xLlysnIx772Lr7PqbPaDHO4uP6d+6jvzTi7GeXtg9GGhjjKYs8jacbU8Z4ZzEFyy9gXE3HHK0nnP70JQ5/017O37vMcDl9m1QfkEqjtEKiCH15zTGq7RACHxIzLmcN5ek7XRWluupTomH2YIvBUpRPJzZFntxXrAI44eEdXh7gDUJmzri/M4bViyyiFDZIC69oMO1xGzotba1izTXzq27hAkjqa3xWFom155hYC16kxtP/BaCwYA0CrHUtQcF8eHZmwFrUzv2NtRI0wkbUcsl92XKEUdX3WBQkCtUwNW9D7YonwPhlrcHzbdn1Ii1TjS73tymUZaz5KK6r3Pahcq4AGcj2RvWp8YntP40Hp6dk4mZFkHO12LJfTSx0Q9QGFtZZopUAu0oBeIWJ9YbWSVRSoNtatYgHca+BWW0C6zuY0tz2AGaCHDUMyC318lUt6MRW7gkZA8Jis4aShEprS6+n6MwaOi2hHQqt0AHgIHCFOzxNJvsvH0oRBIuibzQjgUAJC4Hw+GrAuWWf9Si9QXGVAQf7Cv3KBxdS9sBWrq/BaHxurXWPrG9+9ZBHT/pcWLr66ysb3ORAWtwgSILygENQufd8evrG5zIre10oWa36I1d9r3RyFZefiFg+FfGKd8+x+1iLuf8p4KH/8zwbp4f09rfYd/sse14xR9DzuP93T2ylpqi1va3InsWFe/ydi/8zH73y29vc0TReFtHk/73VutOYguUXe5z59BIHXrvIdd+2n4f/KDUiFsHNO1YzbVSuEWYUgVZIf4DEkXvYpqA6X70CGsRqJI449KbdKK0484UrjpGuap6rUUgoUZ4H1pQe7ioIsGGmdXY//L5BJda95BlP44qn2fflhGg2YLDHw/ow2jV2d8ir3ylhJojQoaGY82WzOeEkBT/GaZpnhxajQJRX1jGmUSxhbUSzPirrEgLPEo0CZKRdImEVOKirT9HjCZ5v84Q/EYVJNEkoiJ+BYdewjh1jXGuzeMkrL9oMLBf3W/bXTX82Ta1X3/sJzeWJC+35Kr0Vx1hovJqoOtPHhHPUADalAKaed3nGDvfXyGoqx15WwbZO6gl+LmmuekOBFls630bA96QyMLB0fOh41gHdwPkBB77g+4LvuW08z4Fep5cfK6WaADC475Gxzqt4c6SIEsUgVvSNYlV5rEcerl5Hmvzqj4FuiOU79m3SDS3rsZefz8zJxO8XZh2kkPwXVuQplb594vEuN+6JObY75hU3Jtx2fcLqhuK+B4OxRKt6GZJ6pTKdMC5bnrHx1q2rjUUlgitZvdXItelLlMqfhpb7/9sKh17d4fCdXV71AwcZrca0F0KijYSlB9e4eP8qG2cHk9vfToil9MWbJvZNY5sx1SzvPKZg+UUeNhFO/vV5bnnPYeavu8LqybQoiQil7G8vrINoKxDHpfVzJiMFz6UQCxquvWcP1ggXvuR8nJXnbX+6L3vDFa2Wogj/+DlUt4O0Q2w7BF+XpnhzDBwl6KUBAdB7hJQlD3jq3Ys8fm4fSgkzvSGBbzBWYePq/DuA5He2BI797K4IIw0m8tInBSgldIIEX1usqNwVI2mYJx/FPmbouZdyQTutIj0GL/kUb5o4WAR8Ajq1usocMpQS93thuzxJUauadZuErqx1fqpjNU7wUu6Qk4KPbBUcN3rvXi22WF+n4Nz69XLVkxwqSkApayehlnSGAonK7KgoZ/tVA6BW6uWmU7BTAjwCBA1ssSow04rc8aMpQVE3lOtucrMQ7fyHmzTnVRmEaErfhawfxbjt2IhWKtP9llf2S0lwk76aRS2wLfyLE0U3FBIL59d8BrFiMFRsDjX9ocJmlekaqh2Kp4i7qnRfqOyRk/YjFk1kYU9oSIo2bemvmUtG9XirsyDZAFSlzK6O4eSpgFMnNNcfjNmzx7JrTrjl+oRHHg+2N5Mh7noFm27KTCWSzoKkP5ukQw2acGkHqDgpDXKqWu6zXx0QDQw3vnWOuG944iOnWH5iY9zPnTJ2kyR0FZAsIiiUIzm0h5qWu55GNa4yi1lbdxpTsPyNEJceWOXae/Zw4PW7xmC5GmKRwTB/c2auFU3+ysVtiqEDxRt+7GaCns+ZTy/ly0vFR7JI7Y/chuk+Pc+9bJSUXzDGIFGM9Afp6u5BLkcOIGHlFqxOS4qgBhHKgllzaGFlNWV9i++wnHoG1TKOrYvGCC4QWPFVydECpZhrDZkJRiX7uMvDHjYFzBkLbDO2uhIlC64CqCuxzxlbF3kME432x0BaEl22M1N1gFL6rABKjSelh56fCAMUSVfwonoin5KxtrcImv3B+EVvQrcfbSgBzZoFF+4Si2zR36ZDaCiK0cRyZIRylbFt8sh1lmgVAJudl+L9lCXW1WRM2+9/3rlna/207zVXxMI2oW/Zv8slb45iMFaRJI71jRJFnChGEYwi5f7FiiiCJPBqjLUoB3jvOdZnpmV58LwrP6gTae5neq4y4CwK/IGUnDaUQNxVJAX51NLI51Anoe1ZhtXBZ3G2QMY/gyG5dt2L3H3i9209qdUqjj8VcPwpuOt1Iw7us5y7YFlf03l7RQ18xhyP9y/blgmpLVarnds0ORpArKXVUxy9q8fyiT4P/pcTzzroECsTb13V6Vx9RnAaL9so+b1vY91pTMHyiyqqGmYY65iHyzFeuMXDr+KhLFHs9Gt2Ulmpetz5Ezfjdzye+sRFTn3qkluYJvepXAuXsk5FViQraWwTB6Az8Oz7oHWNlRYRlFhE11k+LeK01hkdBkgnJJ4VVKIQv8IU5r9nAFi44+hZun7EWtQmth5XlmfQpz3WO4IXOtBh4/ILXBfQmi56L2dFRazGW/MdsFVgQre+MqosQWgEHIXPrMIWQDyRJlgfv+QzQKfielvWpy73KDDIGoi2ifyK590bSg7Y/Uk1cJSgEgg3Jb/HvIPidLRrgg1c//LVbbOnsdPblgHzRE/fhj6ryszzeIeVdaFRs4uqM9NVDfA46WubZKVS2FZ9uRc5m7ZSgmBsS8xyBupqzDJgA83cnOH1t7pchacu+Dx+Omh0v9hWMmUKUkXB5b5mtm3xA4gavKtRbrbAVIqNKHF2j9UXaPVaP7EZcE034fqZiIdW27VZjXyAlQFaC0HfNiZv1g5DjSdg7vtawN1vjHnVbTGf+YyPql7cXOPffH5U+pxRJssvaNihpcYuS+Bm25RJC48kxhEI6xtIFKGUcPN3H8YMDY9+6PTkgchOdKNN50ImA+ZpTGNiTJnlHccULL/IIwPQH/rQh/i7P/9s80pKoWd6eQlr0spRWzpYZJ+lLwe/rQm6PpceXBkDZXBTf1bIU7kyeyWVJqZVX9Ji87KvWYVAURoKrAueB2HgXlTGItVpQpXOMRcW7/maEM1oTMuVQY7mXJU+M5NqnnX6MgksC2EfTwmdjmPVb14fAfuYP3SZNx/ZxIpmadij60fcPneegXGM9VrSYWAC+nG94MNwEOKNGLO4acET05G81C+4l74NBdVKi6jkoJvyAyo7Ff1x+V7XYMqoNtV9SfWqJaws4A9cY1q7ano6VqXiIVm/ttQGXy0kA8DFQYVjN3UiKFG5hZ/bX0OhDVxyVdU5Q2upg5QJt67fUBZbdB3UITDaVa+C2OxQ4YBhBtrjTjqrYOv4pBGUKrf/qoygtWoaXE6cLra0/6wsd8O12LNgUQq++ljA0uqEx7WUWU7HAjsvZp0ywBkot4Ei7mpUeg0iT2E9tXWSZUPksw7pfWFaKtUtu3aXCDAy4GAn4dEL5YadbGi7gzrVmGOQ5TokCZx4QnP9jZZXvtLwwNcazlHlOegkHRY1iguJf+4etG2/di8qSVlcARLrZkdGMWp9M/dNdm1YxBgkSbjhOw/S2R1y/wefJBk+e9RcNc+kMbLCJIGPBO543vnKf81H7//FZ60f0/jGjqlmeecxBcvfIOH7Pq/4plv41d/9dzXXDOV54PuoIBi/GIxB1jeu3nC6fjJIC2RUtaPVyMBC4Ll3e0aSWuuA+hbb5YDbWCRJUI89ifY8VK8LWiNzPcfQ+F5JkGnbPsoK4brA+rjJ/j6PeMZ1wLTcSzjao1gM+3hY1pIOVhTtFSfbiBf7tLQBDId7KywEfV7bfTJvLxaPSDx+f/AmBtEYMGfuFTagrI1tADiiQQJBe5IXLQEQq5C+XwPL4PpdwgMNIC2P6gepNlhjUR4MrXLlvtvkpcGz0JEiXKv010uBTjGfUVzhhlqhEHH65ExDqmiWeO40Gqf5Coz502vU/Wtqos4sU2OW3QdPc9fpdtZXeE1WczSAxYYLrqzk9oWDvnaJZ1Bj1pU4B5mq1V5uvVYInWp0vUxelPVHU/KHzs5JFUQrcWz5GISP25XMNiONlUSzGGQWLsXa2YW+5dsXPq5+N6ozFErldm8Ap097LO6x7NolXHfMcPJEYeZG4ywQq8RBav/WGCJjEJ2CY+IEbNldRYx1aL0YWrP/NfPsf/U8j/zpGTbOTpqqeZbCinsGV+8nrbG9TuMm05jG1A1j5zEFy98gEQQBcdysP1a+n7O2uWYu0w/vIEQEVX3het54CjJrT4+BbB5auy/VdlUfVsb+z6ORW7Z02R1L4IPSqFboBgFtH5UabGS6SdEO4GUv+Fw+cFuft849DMCmbWFEcXrwRhKEc36bbhI5RwBl0UowKLz0jR0og1bOrcLTxXMndHtD+oeFOJVvSKJRQw89TJPsqoxlVSqRLZP65zaoMF8GwrUC0sv0otoBYes594xsXRT0Uv35YAsBsW6QdihTLz8MEGzUWVzRTpuaFUzRGhKVWv41tOs3JHIZqYPVJubCJQg2sMgTvJdr+0+XTdJCV5c1RT4pUGDplZ3g8jEu1Jju2wFK3VBMaNtFRKywd5fBWhj006StrTq8nci+wunXVZQDuCZQqEKSYxZN2l7xxkA1C2/oQHh2fVQinOr77J6PONwznFlNl2fXStUHY9AwkNENo6bcsmO86Gtf9rjrHsORo5b9+y0PPeixvq7L61cje1YWZrHUyKCMKT87Reo2cVB6LoqIY3SNYd+r93L562tc+upybV/PSTS1Hcf85df+38/dPqfxDR1TZnnnMQXL3yARBAGj0YjBoMFuyPOQUTT2g0r1y5LsvDKUH5bBVimTOn0R5i8GKCf+TagKKJXlSqtc3pFHJtPQOmWobV5IRc/1aC3HFO24khkPlWhnT5y9ExWE4Zjp6WkHwtVmiNWwmrRZTdrp7oSl4QxfXzvAke4ynVRDsMvvszLsFItjAZAkjkn3snLbgcWGBgat1J6ucLyRwpIi0CyZzypUUpaWiBLqmV2gjSoDCePAmOeBGPAKaCZjAGfTJ1oflQLrhqlr0wwedxpFPK6y/6pgNfU5Lm2nVJ3Fpbn4iDeytK5U7l8N/X1hDTC7fTUB2IZl+X/FflGShmSAzYb1ZTqRRha4qVhJ4yBgByyN71vaLVhZy4y4y30pRSqHKCW2GRovsGiVa/Sza9l0XhojG7CmA4j8vCloL49HLcoIl8RD5uCa+ZhzV6oe5dvYVco+O0nPWPbhPqs2oPn8p+HGmy0HrxFe8zrD8rLlga9lkppCG9a66pp+8UZOwXwVKJf6XAHQSmGHo9pq3T0tTj9cncKRZw6YxYJqGNk2tP2Rs//hme1rGi/taCAYtlx3GlOw/I0SMzMzrK6u8iu/8it8+y+/kd27d7O4uMif/e9/xaivGa4kDFcSh2EzkNnpIFGEWNlWol+0nrDrpll6+9tsXhhu+XDPJRfZzwlsmTS8eMQKSldoJaudtKMVujYzvbMIthvmICCbBjXGc2xewQtYPNjst/hK/yhdHdHSMQf8VcywRRyU92dFsTZqY0Rxqd8b900UKxudVDbt9qW1YIyusZI20fimaf6cMesVpS/rRKGjKqWqaF1RaONcKjKG1x864FMCRWoCSEqjl6LrTSlMhTewvdWqfPklbmJ7G9opgvhhophvWd527Qb3XmizGvnl7avRAJSfTtSY6R03sI11snvqGfS30aJOTWCmK98T37e85pUJSsGTp3V5VqfpljP1NraKfHKoMtPhwOl4Peur2n2YtMFmCcWFe6RqiWfRDGPFfLeJQq4A3ux+a5CnKNPAbjdqmTVPfB2eesLyilcJu3YJr7rD8OBnUgvBKsBuMJnO5R3pvzzxzzYcQ0MEPY3f9ugv1UH0cxbWQtAAoqcxjQnxfDHL//bf/lt+7ud+jp/4iZ/g137t1wAYDof8zM/8DH/4h3/IaDTiHe94B7/+67/O/v37n/6OnoeYguVvkLjrrrs4evQoly9f5vLly1y5coWlpSVuffdRhsNhvt5oPWG4nDBcTRitJ0TrCaN1w2g1JlqLSdb7E6cl7//gCV7/Yzdx6/ce5t7/8BiIYEcj8mImecW+hu0nvKiLCSlNwLnwIarXQ832xnqqdPrTGEElMrb9miR5EOh2R3xm6XrAVd1r+QlviH3WuorzK3MEQUI7cIgx8OoDiNhoRFKLuRQJGAPWOP1H6QhiTbiSyV5cwiG4JKpGx4YKelIWvMgB2OLqOmn24qVTTyLLprW7qT55I20p926ugeBKu0xO7pIKkFbCWDcLfOJkhzv2RhyeT/imawZcHHi0PWEmsGwMFV96qF05XsHvVwFLWlGtAlx0IohfkXeorIBFRbbS5OYwKZrAb+qGkeO+lLm2Qf38maQZ7HpRg6xAg2lXZmos+FGDTUixtoRneeOdBt+HC5c0yysFDa5NdSwN13VbSXPKuVl4aQaBl5UEl1TPXDm0uIu7DoVwLiP161icYcg+vrjucXR3QnfWsBb5ufVh0JfawK2alJovV9m9Pt5nE/hVAnqUYAbwtb+DO+6B+d1wx5vhkS8ISaWcdgaAHRhP/xmLGlVXnBD5DF6SP9s61zidcP/ScwCWm57b25X0TGMaxXgeNMtf/OIX+U//6T/xqle9qrT8p37qp/jwhz/MH//xHzM/P8+P/diP8T3f8z18+tOfflr7eb5iCpa/QUIpxcGDBzl48GBpuYgwGAz4R7f9Mzp72nR2t+nsCentDdh1fYewV7abi/sJo7WYaC1htBozWncgGgW7bppFKcXlR9aKOyAvZpIls+TJd/rq2dkFI/1cEyk2ZZcr2xa10JmeMHSMie6nU/LafR4CM+ed5GA069jUuKfwCoy1RRH3AxSKZU8x6geMCNgAlBYO7l2llQLmvCCJ8nIpR5J42FQm0fS40BsefkEVE2w4EBMlChuOt7A+YyBRZIgrwALGnzWVVG6SD+jY/et2XInm4UARADJUqaduQTYhaYJeBRxnIK9JIrF1aO5favPohvCm/X32d40rfWxhriPsWUhYWik8YqxzIaiF6EZ9iAnrIw5vYPGqCxWNWuZaCWzGMp7yQsGmyWnC+DzkxV0qXW2SgTSxupOcHK4Wd77RAeUnntCculBnDJsGNw5Q1s9ho2QkGeflZte+kWmS8kxCJjVywLzaqXJ7WTx5OeDIYsJ1uxPuu1Q8lgmD66LLRro/nQ6W3fI6QC4fnM5B8EOfhdvfDHO74c53ak4+KJw7Tj6o0M60uqETqg4QrCBR5AYrSeISqDMyIV23NR9w43ceor80Yri8TcD9dGIKkKfxDOO5ZpY3Njb4gR/4AX7rt36LX/zFsQvL6uoqv/M7v8Mf/MEf8La3vQ2AD3zgA9x222187nOf401vetPOd/Y8xRQsf4OHUorvmvlBANZP9YsfuMp7oU9r1qe10CKc9QjbQmsuoDUfMHu4w565OYLu+DbYvDjk5McubL3T/IU2rgiofN8xLXkZ26tPW1aZZtnYzI+JVuheWlVbOQsg6EFC96x7m3bTl1//UJvzj+5iuTePnnXg+nbjzslS1aA/x+WuD5k7wP6ZdeYCx9QPjU9kfZaHHZa+tD8HX/EuA76lnRVBKLy7Mj1nUcPsZVX2UteLbHVvqAjWpcQCi1dhSlWh3abp93S9VqZRtg705bZnRfJcqFnP6ShNzpI6s1fU8eYJd1VCUWA0VHzi9AyhtkSuCCTvPLrJ7dfFPHxKceGK09yqBh31TiOr7FaLatPPNZ4ovmy28vCtAttJLE36ddmz19JqwZnTijNnfKha4jFBbqHYfuIg44IytXaLgygDYSL5fZsVLhFPEc1urxLNINYkFvZ0TLnf2f1W2v8EyYVWqG08TyAdNPjOv90A939RMb9gue11wnV3KJbOQZROxImvxzKLvBPjgXpJphGN8ufTeGfiyAAxtOYDXvmDxxArPPB7J3Yw09FwIbY8QAuV4WLmtVz0s3/nwo/w0ZXf2X6703h5xYTZxInr7jDe+9738u53v5u3v/3tJbB87733Escxb3/72/Nlt956K0eOHOGzn/3sFCxP47mNYjGToq2cGIMMDIPBiMHFzfTBXn45zB3t8qofPMb5ryyDFY7/1fnxh7oCMLNtmx7uGYOcv7DTEtkZSC1okCc5ZkiSwOqa+26miYN6725UVvGhkL2urOTgIGOj/KElWAtckY/z7taeUQAxowdC5js+omC4VxjtT2gdSEqV+wD8AjXW9hLaXsLaqM3ccfKqZdbzQHmIljFrjEtUEx+8oetr0Y7N+g3nrFK4Q0HNJitPNvPT9opgRkBvpqAGV3paJ+XiIFeLYkW9moygOAjw3OWvSs2R7Ly4af2MO3x8KeCmvTGvPBZxx3XQjxVXNjTnL3isbeR+g/gafCxxXNUVqBr4UwLeyDSCKRs2FLhJJyOK25iWrssKlANjSoC0OAZAsNmgNrBjUNnkI11at0FH3CThKMa1RwwicOLxsg3bdqLY12y/1p+gcU5XztZz3sN1oOr6XFkw4RBcsZAyIFYWVvqaPTOWztCQWD0xybE6yKzur3QtJrXh6dpnqyuaBz5nePU3wW13wdc+Ufjc06XnCuAs4qogOiyw4kU5iFaEMylQFrj/gyeJ1htkNtl2DTrpnYRYGc/QUQDI1k4r9k1j2/F0mOW1tXLSaqvVotWqV2P6wz/8Q7785S/zxS9+sfbZ+fPnCcOQhYWF0vL9+/dz/vz52vovppiC5ZdYZMD527zvq3/YwM7se+UCAP1LEWc/vzRmhpVqkFhUGA0r4zabWC2tnfUclCoMynBEFTGrYtESGCfUZBWy0m0hnZZd3YAwrWYW+EgrIOl08inqbCp9wVoEiFeF3qrb58w5WL4poHNLXALLxmouDXrMBAGedtZyXT/i1Jnd7CsYM2TOByYou2B4icDIlY929nbZwcH6MUhm3coqUahYoSPGiXwTgFGtWl8RwMq4+l44L1hxpYhr7nGppKCuPeVpsQZX66coOH65xYkrAYcXEg7NJ8y2LIcXDYcXTQkfZJf8ydOa408WvK096lXTSMFdBXAqT6GqbhgCetSAvBQYVZ1lGFcwFAEv1YvrWOrl13fI4O4ktG+ZnYPNDVy59SbsY+u64jF4L16EFCzPBrV7S4k4F5nKNSt6F9eixDhL6T7TBTa4Cew+ed5n700R1++LeexcWF+B8SAk8/DO5TrZ7xPY9MYoDABcG0L/inDlPCweULz6rYpHv2gYrIPoBoZca+f3nrdnx88ha0vFnsJZnzv+0REAHvjgCSdp2yp2qv+coEOvVkXN2/U88LTz3J/GNCaFle1by6brHT58uLT4fe97Hz//8z9fWnbq1Cl+4id+go997GO02+WclW/0mILll2pcLfM7jRMfO4+I4ti37WPvK+d54i8usHkhTU7RKk0oap4CdWB6CzZjUsJRU3tKl23o0ipU0g5rNQ1cedkEKfhOK6C90GbueKo97rqKYnOLFqNBtAcFFjUjq4tlrtGW1X6HK2bsjuH7Bu+KjzYVnWYqmci1yDJeDunIPX3fWt8BZdUZv4AFMEk4TuSbIH8AxpLeyj6K4WvBpB2sOWmIKw9sVTkJTNnUTq7hcuiG4jT+SOptp/2p7s8xlopTlwNOXXYv7p5vuWY+ZrZjneGJVRgDh3YbrjlgOf6kc4G45oDh/BWfQfL8MmUq7XvjZ8KYGWygZKrJdbmutzbeVO5ebmCYb7zJXYjjjzl21Lm9NHRIaAa1Dct0bLGtSpKhGcswsmuvU7lFNqCynmOklQF/YGtt61i2zXwvb/oYG7F/3vD4aVBZIqEIOpb8WLKB0I40kjnrLHminoqLPo7jxh75HNx6t2bXfsVrvtVj/Qo8/DlDMhy34bZPIIpzXXIRVBQLL4UzPnf8o2tRGu7/3ROMrgaUdxpNz89JchTPQ+2ad8/QdLt33fj/4iOP/7tnt0/TeGlE8X2ynXVxQHhubi5f3MQq33vvvVy8eJHXve51+TJjDJ/61Kf4D//hP/CXf/mXRFHEyspKiV2+cOECBw4ceBoH8vzFFCy/XGKCz6dNFMc/domLD65z4zv38eofPsLZL65w6rMr2KS8vRjT7KWsGtgZKBc0ga1HsrVkv7TN9U300CXLSNuxUsqKezlkL7NCZIUwsp+t3UJkFXHXIboMdI4WDU9c2kO3PWKuPUq7IHlCXxZJ4jnLNym/xEU7QC6aksa4lBCV2nDZQIFXP/bW5QKTl/1QdfCate+NxuvAGJArC76CYfr7FnVJth9NlyplL0tnSDmGncqyoG9LzhkAkVIcX6szXjIcceSI5e7Xj2i13G167EjEidM+J8+O1w88w5FjhidPKEqjp6YEO5GaMHd23nLkJgtewqNPBWwOxm3k4E/GTiTe0OZllbFpm54iaddBvKoOGIofFLs1EWBa9u0XoghWlgvFNNyY4+qh0n1pXLJitj9fNzLhSgQRCFfHX/JkxqtdS6XYGRvaNMEUC2trioV5oTWIMakUYydWd427Siw6angebdHfhz9rCdtw850es7vhlW/R3PfnLks3l16IIFED8C1cy3DG544fuBalFfd/8Dij1WcZKKf9qFvpVb7cRYIhBcpTgDyNq4ViBzKM9Ofc3FwJLDfFt37rt3L//feXlv3wD/8wt956Kz/7sz/L4cOHCYKAj3/847znPe8B4JFHHuGpp57i7rvv3uFRPL8xBcsv0ZikY66GWEEpYeP0gK/+7lMcunMXh79pkT23zXL8r5dYPp7aPaQJgzau6/Gqs9p5ZMVHsvBwmeRK13yWa9OKMLZmyhjk9KfM9rCHdjsGKS0woEYRNtTo2FURy1g9X8PqaPx39nxoXfaIox6rqsdKVmBhPqYzO0IpyUtci0D3fEYfF86bLrRZdPYqyC9U1oaG8JKPCcmfULYt5dLZpcapgY5ilb3sIeeNnEZZpbgwTouZTLLgclXmpLasERhn2z9dPLOD7U6c0Fx7rSUMYWVZcfG84tiNlusPJxzYm3D6vMeFJY83vSYi8KHbVXz9QXeSfd9iE7BGobXlltuFPfsmsLG5nFW46xUjBiPFo0/5XF4dlyGXQt+bJB/PVRy9XtAanjxeL5RRLcQhqm61hwLT8+oV8DzVmEiXM8tN6oarHLJKB02N1RSbFlk4ddpj10LC4WsNJ5+qj+ay41GKVP1eaaP+Fdx+5I4fjjmON+DBv7Xc8maPXYc0vTnoLze5tGTyC5u6YcRIEhPO+Lzif7wG5cP9v3uc0coWQPkZapRdG9UkZ4Gg/ND9y9X/vPN2p/HyjefIOm52dpY77rijtKzX67F79+58+Y/8yI/w0z/90ywuLjI3N8eP//iPc/fdd7+ok/tgCpZfFrGVjllplU/tSQxnPrPE0kOr3PCuA9z2PQdYeniDE39zmbhva5X48ja8BgkFbspyXEJXlz5rZEiqU9mTZBwtV8VNvMLtOxMSXhkSaAVaIZ7Gn3FNbsQVrbXH2NqtIJdQfR81N0z3nQITUc4HOXEsT6kE8gQGN3NsKK1rM2bYLfSGCn9Q9+ZVAtrYWlU7ZctV/aoWcwqIMpu77eifs2UTZBhNbKTowtR7oa2m7W3gNO9VGUHTuqD5+7/LbDo0WDh/SXPL7Zb9eyw3X2e46ai7SKMR7Nkj3HV3TBCMb5loBGE6KzgYQH9D5QBZa9CesLmuOH7GR9qaW4/G7FmwvPqmmMEo4aHjwfi4JoDIq0Uu1aguK52YtPBFZYB54KBgDJw/55UAp7J1ucMkT+XtFlBRVlAq/Sqmkhklgt9XqFDnuuGJx0DzsU7yeVZWWL6isRb277M8dSJ9PugK6E8Hnyre3slvdCMRKYPjUgfLfx//suH1hzTX393mgQ9vltaR4XBsFZdvbwl6Hnf8T9fhBZr7P3hiZ0D56UTTrJ3YXKY2jWk8nXghy13/6q/+Klpr3vOe95SKkrzYYwqWX07RoGNu8jsercQ8+F9OsveOeY694wCv/SfX8uTfXuLcl5a3t5/U61SiyJGkaRlrlJpYEptsnWJ4HkrXs9tN2x8zUdlnWVJPmrigEsviovtoOdYldk006FjlL1UJUozUrrPmxuixfrfoHCH1AiEIzJ42mFDlrJtpwXAx1alWAKaeZMUq4ySzLHQkZSs3QCUOIHliUQpGSdqnrBxx8YEobv0SEz7pgdn0jpesIEh9nUlgWzRQmNbXseBv1s+xA02FR5E4re3jXxIeB/YchP3XwNIFuHhe8fp7BN+H/gZsrEF3Fro9WF+D009qli65e8106kyrTgS1Kjz0Nd8x0bcY9u4VXn9bejGs4I3s2PatMmiZVIGPBms/566xvTeN9mBidfpqE6oJCIIX2dq6osFW/aqzdWzqFJKGh9l5xcLSPT2WVmQ2c+AGf1hYW4X5BdBYl8A4YQakKfLvdRGkpwl3jetPTFQcPy/iTVi7YJjb77FwSLNyqnBv2npSYdALuOMHrsULNff/7omreylPkL7tKMQ2A+YpUJ7GM4n0fbXtdZ9BfOITnyj93W63ef/738/73//+Z9bw8xxTsPxyjqzgSE5Tlh/Alx5YZfnxDa57+35ueNcB9t4xx+MfPl+qTpUD7S2YDmcXV0BaWeJgtS/FF5/WY4/l4gvH87DtIAcAufVVZNHDkRsA+O6zmQW33dKwcpsr0CPQmWVUmuCT7IHQHxcpEWCw3qa1Vn9amIr0Nqsy5kVCuG4rn/mMFqHosYwZ66pLXSuWG86YacWWoKKb2tKNrDvuzOsZxs85fwDtFeOm8L1xf5VJmUqtcjBecvKgIOtoUjfsAAxsW6Oa3Y7p+pfPuH8A4iu+9KkKgNV1mznXNxqnwXM5g1E8/JDP477l1tstu3YJvR7c/cZRfisbA1/6gufA3bMUqsB+5stIvxJVDf5GXE5YAyT0saHXPPitngZPYYO6Dd2ky1YdCLjEP1WbycAKytYb0XEdsGdx9pTHwi7DNYeFU09SYPHHwLpoZVjv2/a8lmuRnaeis04aT34l5lXv8rnm1W1WzmyMWekwdLrlbNbNCjf9g0P4Hc3XPrANoDwpduqrDA2uRNSet++Y+UH+cuODT69P03jZhSo8B7ez7jSmYPllFRN1zIUiI4CjuVLgnIyExz98nov3r3Ljuw/ymn96jDOfvcypv1vCJplUIXsZpdZoSpWzyBtt5SqApwCmVfpCUa0WBL57ydn0n++5l3+2XdqOl1jU0FFzWcu9boiIh38ioT3vO11nqBjuqrgDZM8CPZZfZEVKlGcdsGzQiHpRAZSqlC1OpMYo5e0XNNOTNMH+UPD7juHLQL944A0dVVwEpzqdLu8G7oU+qHoVN4SScplhlWQPQxknEBaAc6mvapvgWMDv12cQmhw2sj7JdijGglb3GT3AK4AwMYoHv+yx/5Dh+psFrcAk4AfQbkPoQ1ZRXmnJtejA+PrJto4g33914GAMhCEoayjqe1SUoBJb257g6uBdpRg0/5las+Vdr2LtRAj7FRAogukFpaRBmDh2QpRCFwe92a8iLF0SJ8U4YDl9Qjuv9GdDqZAd09O4J0abQtS3zO7zeeM/nufBP73MxvnYzYoVnkmH7lpk1/UzPPBfTjK88hxW59tJPBsyj2m8PMNSt8Xcat1pTMHyyzWKwLkYGYiushnrp4fc9ztPce3du7j2zYvsecUcJ//6Ilce69faqNotFUGz8v1ygZKGyCpSyfwMEni5DjFL0NGRccUHdArelAMV1Wj1FNYI4eUh4eV0oafwj/RYbXs5YyoqLeRhFJuDFu2WA92ettih31g1zskoinPQjr31N9NjK5y/eKbCJm31jssZNlBxxmop/JHgRYUVCtFNkyUHkXKet0NV2of1SRP/yiBv24AzwyJbaLTLf5ctwZraqq5fSzwsFJ0pbe4pB5qvog0WJHW1qMpZjHO4qIBVPUpYehSWHh0vu+ENHvuvhdHAjtl+q/IBVWl/k7yXGxY3MafnTiuuu1E4cA2cP1No1/NKYFm0dtKQhnNOZcihjCAxBMUS41L+tSQlstIIOFUidYdISdtXYwkSOMmFamKXlftvYw1m53FTGk31yPP2K2xzYptf2plLydUiS2gqSjgAMxDu/cAFdl8fcNM7dnPrd+ziS795tsTa9va3uO5teznz2cusHN9sav25i6Zjm+A+NI1pbDemzPLOYwqWp1GKPBnQ/36gDJpF4NRnlll6eINjb9/Lbd97LcvHNzjxVxcYXI7dQ3yLgg0qddQoFigBII4nAud0Q/AcFBBfoxI7BhBpkpCE41tZxQZECNqKeFRpywhJO03+yhL7cNXeFu4LsEGQV94bzguzVxTbGloXp5QpT2fboFCpLz09wbrKKwI+0+gErp3NWDOuqDeOjDFOWhW2WxTaqzOlkx6OjdPjUpBXqC1A407japKNIqvWBPDS42hkwrcpB/GDtOlnIsFoGi9oldvqZef69BPCkevh8PXC+bPjPtu2j7TGoDJn1hskCY0JhqjJWFImXNP88/TDVItclWiIp+pjgYKNYlOcPa24dUG45jCceYqSrlulg+wctD8TRqtgA1cEyI1SIM/j8qMD2vOrHHnzAkffMs/Jv10GXGLoLf/wEP2lESf/5sLO2etnQ7cMNYCcEQp5aD0tcT2N7UedR9h63WlMwfI0JoTN2N/05ex57qWmFYMrMQ/90Vl23dDj2Nv28NofvZ5zX7rCU5+4RDI0OGu4ImWVlfqqTOVmmuGG3SvfhzhxL1ClxpW2qnesdaykKJBW+mH60/OFjTWwbQ9lbA4M4s7YWWJs8+Y6oqNx4p2/ofCHDRXxcOBax+XS0v6wwn41YawMVxrqwEaaNZ+iFUnbJcwVy2PrxOmbW57zzB0kVwE/xTYz8rlKUqr0wyZCqwFoeAOLN8qEnmOw/Iw9dJuATVrmvIbQrDSDR61Qus5Y1wZ0EyzifJ/yYADcggYJxKTjbRp4KFPwb85aVYpBX+h0KmyvbgC7T+fUVvTbKm2nqIduAttueR0ob7mrYhvpeZHAyacuXFbcbBOuOSqcPqvw+hNKQ28XKHuq2d7P1vXJkA5UGq6VGMvpT1/h2jfOsXBtyzlhiOW6bztIayHkvt86jjxPNoLbDRX47tnq6SnbPI2dxXNkHfdSjilYnkYtmvTMYgyoAgupNMuPrrH8yAqH7lrk8Fv2sveOeZ76xCXOfXnFlcImW9WO24DxS3urjG6tHABKQZDCvejM/Dw2SIsapPpgldlxFeQfYdvZY232VWozN2bnWuuppEEVEvX0mGm2wRiwNFudjcGRV5Avhus2Xy4KMCCB3lFZ6Sawm3R1DspNoVqwMk520UoLnuhE5200OTM0ujU8C8/BYmGV8fHvgE1rKuhoGh7mmd66AnZVYmtJcEA+61CNWrU9BNUArnzfw4qqyCB2whJafN8B4FYb2i1B6YJ2uNJUu5PakF/tmhT17Frl3ydlGop0iLjCJFVP5FR0vK1BTUWekYNqUTWwqqw0XgsbZpZ4mvPnFYcOCfsOWpaOb3+A5/a93S9ScyKdipMy6wzupKezW3Hf0F4MueFd+4jWYg7ducjjf3GWwdJoy3a3HU9jW7FSthrM7kHPc/kl05jGDuOFtI77Ro0pWJ5GLap65m/T35szF2MQnCbzeT5nv7DCpQfXOfrWvVz/rgMceMMuTnzsIqsn+4iVsj1dMfnHGGcPN9NzwFgskhU9aSilCSB+lnymIAe6ChPqlGl1gHnPQgIYNlZV/mUX5cCr9ckz8P2ssncCXupOkTPJKq1OdxXdaVOSUs5itz1MC7Qpr6RjxgAma0vAG2RJllvvT8k4YS5MmeVJ60MKYnby0GvI4CqVyn4h2AaltpT5PNvhBe40HLkl82p20/IEsfs7dUP0PGdl5/vky7Nx4E5n4LWGTscw6G8xkFTNDhdpHe1t72u7V1AZizeojGgsSMtDqtMuExpVRpD0+/r4o5oD+w03XG+4/ERhm+I91XT4V2Obs5Ot1FjOUY3E1O3m/PFr8NxXVjlyzyIHXj0PwMb5Aee3a5k5KZ6N70rTfW8MH730n55529N4+cWUWd5xTMHyNK4aVR1zFjkAVpq4Lzz+Fxc59+VVrv/2fdzxA0e4/MgGJz5+yRn3ywQ/1MB3kov0TlRt91N2zWFbQa4/JjHOCcOvv0Wt5+zQjJeCaKC7z4Hu1Us2Z4xRDmV6qWdx0SKtXKa68Ltff/+XGNl0l2orlk6oAZtgs+AEkJ1G4xLNVFw+V20j+P2xV50NnCwjb0sLRgp9SPf3jPXDxc0nAGdlmiUMOwGJRdYzt3XzFKqKmKSZtWxkoQE1Ms2z09XOGRmzjYUIAgeQD99Y7UZ9X5lZizGucIojKxXx0P09GilGQ/d5NqBzG47buP4VMLcwlvRPjDQ5p5G9b7CPU5OA407egVsB1QYLu+o9oYdJoXS45fQTcORmxbXXC6cffwb7V+VZo3zxpHs/9YDPZ8xEIIoR44ounf7UJU5/6hKH3rTIsbfv49E/PdPczvMZE56dH73y289zR6bxUgllJ8+aNq07jSlYnsZOwhaAilKI1bVKZJvnRzzw+2fYfdsM1711N6/70es4+8VlTn9uGTMw9dK7TftRCgm8SpW+ABv6JB2vkESXflQsbpC+o2dajm2NhmOKVKVGx8FGYVrdY1xoIrOB0ypfftUogFRvYGrAwRtZZk453XM8U2api2YAyrqiElWgDKATWy4eMQJ/UxEt+IgGTwvGuj74fYs/SP2UC/ZvSVePS3Rv45hKMcnoQWSiHdzTjeycNwF9ZWh0PZkEpLRpKIDiqTpYFmksbhENhVDB1z4WYxNnJ2eMIlnolM5t3u8m7NpwPVVaNKcaM3NCHMPGWvlLohuOWazXmHBn2n59ViKytZkAxQ4Io+LgsbjRyKC8otOGONeapkIhSiGF5acehUPHhMM3wenj1K/hTl7QumH9jNqvuGDIcASxq8xXGvQUAamCg69b4PLX1+hfrGYIv0BR0NpPrGw6jWlsN6bM8o5jCpansa0o6Zgh/QLZ3Jo5C5WyPJe/vsHyY5tcc9cuDt21wL475jj5t5e49MB6eYMmGs3znGVcRR/ogE4RUGXLC0xnivTaLVc+2LZ8p2nNXpaV5CxlUs1qYktyjWx/OtE5qBWlsD74Awe6TeousRUAtYEiGKRyic3xsQx2a6LZ8YY6dgx5r6rrBqxXqYBSPV0KRpnMI2W9lQgqymQlRX/iLZtK+1Io3FEAgbWBzhaApspkip6g9cy05i90NGhRTQyqC8ON4tL0JVMoyKGyJFN/eyBGJRY9qgBgETbXPGYXFHsWDVcujmVLen1Ya0PaQY1RVWhoUi/pCtNbKuEs9QIpUvm8+LO4nlLIpJrvtQ6Pz1nuAPKIcN0dHoeOCWefKKz7NJgsVXz5Z8VHRlHjIEi2Km4ilt23zNLZ3eKRD53eeUeejWgCw1pNQfI0nr0ozo5uZ91pTMHyNLYXTb7M3+Z9X22KsAiejYGn/v4yF762ytG37uHmf3CQg69f4PjHLrFxNgUATQkqnsa2g4KHq5MWSKBdUl/mrww1Ni9bHvpClChGi0HOQLtqZGB9VShhXQd9pRLRRsYMdlq4o32uj46SPMkKpUhmQmzoofyxLRjQCKBEOxeNIvg0rTR5L+9LoY1GTbRjkSWV8SYReMPU4qs4wHiGL9hidbX6yc4WVxLmGtwplJkgCxHBqxbCACT060lpDfsCQDe7NUw89lqBGYV0wtpqceqGWJst2IzKbaRJdDasPE4Vk2URDczyg5+Fu94BN70GPv9X6cKtBiSVfklSn5nQUWW2I/MrR7nfmxIjn+Y9c7VBj46SUl8OHvMREVed8SoAWRVBe25ply631sm0ijGpL9XcieKsQjpzdu2b97ByYoONs4Pmc/FMk/yeThhT0lZPYxrPJKY+yzuP6bdvGk87Pmb+yAHmrcIKo5WYR//8POe/ssqxb93Dq3/oCBcfWOPJTyyRSMpOF4FUu5UDKwc03O86soQjM/4s0NhAY1oavAITinNTGkQpE505SfjK6Zu1q+SXhU4gXGtgoMYS6ProuqKf9QaKpOe7DQq4S/TYT3mskVbOfaPSpp7gojUpMmmGUm5mOdhMUElFn6oEfJ2XuC4uVraBAZ4AlJ4p6HaNUMPbSpo1z0jDytAMXpqmFLcLlLdYnkwq1LbDl0f1OtvAQw2TOtiNhc01mFkgtcMTSJot0FRiS4Mtlfru1iQbIuNCJqUGqmVgytvkq1WvTak6n+Q2je7v9Kdm8nVKY+91mlZPc/64ZdRvkNxY6yodVpnt7d6HStX0yXmft/B1nzvaZfbaLg/+/snxfptkOy9kpBKTaYnraTztmMowdhxTsDyNZxY1kAJiTCn5D9yU7frpIV/7vdPse+UcR9+yyO6br+P051c4+6U1cqGl56FGEV4/wrZ891LP2sq0ylkRg5FBxRbrBwV2WGi1nG3ceqQxgXPDGCf5NRyCzjetLFd1NlSgfazFjUc08UAYrlsG67A21Iyw1ASjhXYzgGpJtZ2V1TqXDRQTGEvT4ZX+p39rz+ZgGaF2PTJmXlKWM29OVVnzrPnyoKP0WTVJTJxURbSqMNA00+HFqb/ix02a052C8yZAOWm1bdjJAcSRoJTCb0NSV0KUw9Lo9YxWtSIo7n4snPjsfk4Mvh+CKMJ4RDJi8kvN2OZp+au92IqzDk2qmMSi+oWDzRjbMKh/F5TamWSiwMjO7nZtPXmfyaVbpTDSrH0uxnZe4tXvg6fd4ME0MOrAtW/ey+aFIcuPbzR+/rzFJN/krew2pzGNaTxnMQXL03h2QzJP5fTvIq2mFQhc/Noalx/Z4PA9ixx+8y72v2qWk5+4wpXH++4lNhjinU/wlAJPI60QPE20f9Y1aQrsacNU/eKM2/kV45N0dAGsOn/lXmC49UBElCgGsWK0qYisMBwqohGVosHlsKHi0A2G+a4gc6AOjJG2SITgJJNJoogSGCaaYaQYRJqNoWJjpBlWsyKLp68IgJRyx1fU9WbHkjhmuzPv/o76oEemGSHiBgxSLSm9A8agBobz/pLWMSn2G2qDBnFlyqu6cCWkXmv1dmsAVjVfGRWbMsADN8gK6o83Ffj5TENx3ab7KEqbbPdgY1hZvyo9EYGGZD4mJRRCYyXBE/cm3PbNAXd8a8h9f9FAbT8Nhj9jaXMtLwAdt/9ql0UgbpjiMAb0hNdFlUnehkxBaRARR1TrBva2OoDKPrdj7/WrgmXfc1qaprACYsdWmGLp7GmxePMsj3zoVHndIrv8ArFsYrd6Kk1jGjsMYfsD3SmxDEzB8jSeYUzUMmchNn0z2twCVoDEaE58/BLnv7rOdd+yyK3ftR+bWIYrCYM1y3BNGKwahquWweqQhDZJzyskqjnwpiOLN7SIP2aBZ7vuKbDUT0FpkY0VYc+MYXfPsDbQ7O4J7b3jp4G1MIoUw5FiECkHdEeKQawZRIoBms3E+dnee7nNaqxZCCyzvqHnC13f0vKEIBBaIcxhGrGS4PBLLIqRKIZWYY5A3IXhOvTXYNjf+twrK3TT3L94U9BxKlGpMoCJ0FquAyAT1kFqpuGuVS0UxoVNJklTdhDPqtF9oy2aNE+hbxWVdaOhazfsarj8LPsnKVWeRQAQYbgpiIX2rAP7NalGBr6lrNOW0oCq4XxUNL0Kmq+fGrdfGhRoXU7GTYuhSMtrPMeNWuhC5E1VmfMi8x00WMJFzbKUWhTbrfbP85DBoLZJb7/Ljrzy6HrtsxdyKnqiDd40pvE0Y6pZ3nlMwfI0nv3Yjr5QLFjNYGnI1//4LLOH2swcbNPZHdLZ02bPDT6t2U6+ejwSNuMR/aFic6jpDxX9kSaKxL1ACyTcbMsgAsE5gxdYRCnins5lEN3AsjlSfO6kaz8cWrra0G4J7ZbQabufMy3LnnkhLGiQrYXMyOAVc0P+9skZzmvNefy6fZhAuJnQ0sJsx9JrCZ3Q0mpD2BJCLQTKVeBb8EDtBfYWpBKpbMFKjDHOuixJII4U8UiI+o71hO0B69qyphn+dABSA2k15jj91TQ8dC07Ahfi62YZRZOkpGlqXqQOmPUEJrCpX5kjRKU09qjv/m61BDUqMJS6oSJeQVaTJ52Bc6xo8gbvtWptqJHhtre4seUjX7TgKTfLMVFH3rh4MpNdvaZWUFGcf6YyQJ0x8kXZjpeWVa7uymzfBUSUyqUVWV6w71liO6HE5Q6K0yljy/rkrOpgE5CfcD5Venz2WbZD3HGIoBpmOkSm7PI0nqVokOxtue40pmB5Gs9h5C9pg4ga65czIFNgTNbPDlk/O3QvslSXpwNNe1dAZ3dI90CP1r42s/OafQsmTwwXgeEA+n3FoA+DvqLbcbPGwcqQDMK0s6RArZg9YBmtQ2s5caWzjdBXmupMvjdyoFFrod2Gdltoh0K7ZZnfBbMLcGS9z/JlRTwbYDq6ZGsnnkJZRWQVl9c1l1PCKmlrol4FKFnYc7JPt23p9qDThXZHCFsOu3iBEATQaiuUkqoZA4NUYmlSqrlUotnXqXVb5fI8XfljQdayfXaimU12VRXrqEiPEtSo4qiRWNSgwfe2oVQ1RlAkNbAkWqOadJ+2zoRGywngEQYGogJYbgWNBVNqjgyA0rqeTKZUs9OHpwg7wnADrpytfNYA+kt2aZX2a4tMwzmyFjVqkHpctSpKpV/ZYAOa+1RNsAPOP5aw52iLw6/yOXHfhAIrTW1M0mkb0zzD0BSBX38WATq9JtKUcPpiCCuoTuD6HgYopXjXkZ/kI0/92gvds2l8o8U0wW/HMQXL03jW42P2j5t9mVMhs1icDhfKiSyV6UYbW/oXR/QvjrhyWlDh+MUe9Dza8x7hkRnas9DtCIu7hc61kjd597fDsC8M++7noA/DTeh24fIFCNZce7bjl7yIUY6J1bFFtMJaRX/DAXKVZElxwu2vE25+heXez2hipVDJOEEuPehS4ZEsvJHQjsfrZX7NSaJZX4X1lfG6ythK4pjbTmvHKrd7DudFQ8aFXBROr1k4rzup5id+ymgWSmTrxJZdKzLAN0GdUNUmT4xJ/dqJ6mEr39xtRlNFvKjv2LygvY1RxbYK2IwZbD2sy2Lmdwva0wzWpXSulTUVvfEW4U8AulVWGdCTGOGGF6kyxoH+TAKSa30DGm/yq8T6kpDEwq5DHie+Eo8Z06IMoylZdpKVm1LURoNpX5sGK8rzqNpeKl9jq0D5hbCJI2X9i98NpZ3Xcq/3tHTr05hGKSwT8lsmrDuNKViexnMTTVpmKBc3cck1YzZOiUKULn+HiyxgYVo13jTEkSJqe8jSeAulhM4CBDOKdiD0fEunLeyatRxsj5sbbKQyBE+VddCQ6nbd1H7Zhg10bJ2dl4bH74PXfrPiptstDzxmUInChjp/CE1iy7yo/PTxh4zf8xUphx4YJwEoTolrjQ08+qvQX81WzPbZuMsdhRSY/6xbXj8pAzztpuYl8Oo+wmbss6zSQchEPW2DK4hrwzQnnzUBFz0BtO8QVNRY8vQ8BB1dBqFxnbEuAcjiYkDZCuiLC/KHNHq7Nbe/uYsIPPnVpOz93cBYT4xJOu0i6BPBJhC0VDMb21D5EEDphpO8XTbX1s+vidPvo7GNg6aJJb2hfh+oilY/2y7ZPtjVnnKscoMP9wvCrjU5YljLR878H89/X6bxkoqpZnnnMQXL03heowiiv83//tJnYgXlUWaCMounjU03hR4GjhnyffA9VGyR0BsDVFGsDTySyotGCXTP9elITKsD6yvKARJfo7NkJX8s1WgMAbJqgAaSPjxxn3DrGzXXnNhg6aR1DgzpruPFLklvDLLG3tH1qnVqks63wZ1AAUrC8lS+wZ2XpiaKoL9Q8loVqtCVEve2E1neJs3yinyZkTHb3qRLttKoiVNJQ6EJa5s1y00+wky4jjsE0GJh9oBPZ29AfzkdAExiebdr66VVDYDd9nann3/gb+JKxUAmg7WJiXwNBToqUhUTWfzWszCyMgZlCgOJq8klqjGpC9bpdhSMr3l23idJTxoL1qRey1X7Pk8jlcIw2tcvHgmGWGqibStToDyNZyeeQxnGv/k3/4YPfehDPPzww3Q6Hd785jfzy7/8y9xyyy35OsPhkJ/5mZ/hD//wDxmNRrzjHe/g13/919m/f/+O9vV8xhQsT+OFi0wnmssfUrBhpc40pbpEGaRSDoC1dbylKwS9rls200XaLfR8G/FDpxvWrggJAmpoGRkY9fMWULFBV+2RtcY2JGU1xZVzcPEpyw1vCDBRxPKZMWOoY1sCEpl7QdzTKQAatxNsWldtLTtcL2WoC4xlDv5UyoY3Ma8NoYsAoPh7cXXlQLw2tlSBEEh13Vsk1ilKQGUimPwGjONfGHHDXS1e9a429/33PsO1ygrbBd81j+rxy6o9r/FCxaXHYzYvTWCRm3TIDYzzduU28UgcY361fekJIDRb1QpibXNS4VVYYaVSTGjTyoNF3bG1EPjIJFnJpKjqo41xWbHV4jtNAzdPYZ8FSc+zHlM3jGk82/EcguVPfvKTvPe97+XOO+8kSRL+1b/6V3z7t387Dz30EL2ey0j/qZ/6KT784Q/zx3/8x8zPz/NjP/ZjfM/3fA+f/vSnd3okz1tMwfI0XvgoJgKmi5RUAA5OqFwAACvySURBVLSydeYuZRrtSqpFSH8GC/MEZ5wNlHRaSCtAlMJ2fMBHJWVg6toqt6tUClir4SnX3cL6T3zF4KG45ZtCjt+bcPGJydPmGYNbBTWiQA/rnrCqP3LMslZjJlgppFNbNW2o2sDErtS2UyK5f3MxvNjUyigDYARdrRUOqEHcOHVnu2Fj6WcaSj+TGFTV77fJ9QKaqW2oT2Mr5ZjQaIL3bsPU/tLjiv5lyyvf3eHIq0Ie+9Qo1WuPS51P3D5bNiG5LjuWQ7e7e/XsgxE7soBoCGWldG+pzBWi6BKBsxpUixP67OmdF7+oJVjasXuGLey/qEkWwQ+VG1yNovqsgbGNGuzSYCwbMGTgvMrCq2apya6bZrnh7bvxQs3GhSGDpYi5I50Xnx54CpSn8VzEcwiWP/rRj5b+/t3f/V327dvHvffey1ve8hZWV1f5nd/5Hf7gD/6At73tbQB84AMf4LbbbuNzn/scb3rTm3a0v+crpmB5Gi9YlCQZlYTAvFgArhqgGGraxkYLKJ2ytulLVK33Uetgd8+xeU3bSRWs5JrQ9uWIYMn5rok/BkBNj4dSpn9RSp0oHv2C5VgEN9wZEHYVp7/uQKc3LNYkBtPysF6mkd7y9DipQwYGrJAj4SaglkawXnY3sH6DzZlSzVXzns1ocoCY8N5v1MQ1OVxMesBP0Lyig/q+TIO8I9tfbXsNgU9/2RIPhfmDPjByYHQnoOoqL5v5awJsAsNVC+E2EvQm/Z7+XRrYTNj3aMOgVLC96oSTIr0eqj+slZFWQYB0WltufubBmOvvbHHdXSEnP1W4bzOgLjIeMFkZX6OmewPA9yef6yyZL32u3PzuA3ihJt5MmD/aZeG6Xrqa4LU0ZvQCM8wvkZmZabxI42kk+K2tlafVWq0WrdbW33GA1VVHYi0uLgJw7733Escxb3/72/N1br31Vo4cOcJnP/vZKViexjS2iq20zKUoskRN9luARBEqCFJQqMeMU27rpsa2aWasCVYZ4agUmhDJEPWE/VTjxH2W0QCOvtIn6Fgee1zVGWzABl5Nt+z7CtNrlZap2MBOqu5aaghcxwaLV3kwOs31RP/MRuBZ2EcxiqxwWsmtEfxmcpJiouI3EGm2fCph/80hvUXFxsr2tlHpAKdRGuF5SKDA14Rdxfoli6R6/FrYqiNKGhOB4dWB1nDNtdfZ5bN+rsDgZ0x4vu9CWxMGCTIc1dlbY+pSDHH69d4uTXeXpt0Fa4T9NwY89RmNNeOZk7wviWkeyDRFzp6PK/xJJt+qlLdOhm6dL/77J0CD39ZorXnDj9/AvlcucO5LV7a3z2lM4xswnk6C3+HDh0vL3/e+9/HzP//zW25rreUnf/Inueeee7jjjjsAOH/+PGEYsrCwUFp3//79nD9/fnsH8ALEFCxP48UXRc9bpRCrXSZ+U3Z4bVuLbPbHODCtPKZF6HUCbNsxd3HPlT321xt8ewGKD5PsXV317M3+NmPG8+zDhngo3PB6D922PPKArgDE5t+VFUyn/HVU4qNX+w0uDTrVP0uJNVbWOrut4mmaqBttXjzxAZpNbxfbtjjXiizSJMOmhCoANUxK26siKCpGai1Y1asqY8t+x1n4DY+xVHJRC2udhrUak9jtlMU/89Uh+24KuOaVIY9+YljX0oo0aoiBuiczuO2V4prbPJRSLJ0yz0wCsJ0XX2GdQVrRsTsH66e36bZhmTxwTJnb9i6Pmb0BnUWfzu6AVk8TtBV+SzmrOlWeEcqY6Jvf3uPhv9ost1mUVFRlIZmVXTGSAgtd7FrDuRmuxszPddwMloV4wyVGXnl0nQOv2/X8g+XGhMiGJL9pTOPZiKchwzh16hRzc3P54u2wyu9973t54IEH+Pu///un1c0XU0zB8jReVNHoz4xNLZoNxWICklKTkypyAbmuWZKE4PTlfHEr1WWaxRkk6JB54OZ63a0SlNLIgGUVYF46aTGxcPObfKQfcfy+8ec27OEPx5IKE47lCaJTYvgqz7CSJrWUvS8obNluS7tz1cQWN9lyZe2VpBu2+cE6iUFuDK0aSmtLoxREFfWnxZjQj0nRZOU2qY3GhK8CWIs2Idq0LFzj14/jaUZvEQ6/0ieJhAtPFNnciv9v0QWimsDmOr/jfW9eccCyvbCzAiSdBcXi4YD2vKY9owk6Cr81g/YVSteBsFhXES8eWKK+ZbTuStj3lxM2LyVEG5ZXfPcC89f4zF/rs3qqPBgKZz3acwGtGU3Y04Rdjd9WaC14vkL7LjFPp/+Udn8r5R4VSqcAHcazKwJXHttEaUU45xOtjiUg57+8zCv+x6PMHOqwcbZeEvv5jvx8poOFd8z/E/5y9T+/gD2axksiUreZba8LzM3NlcDy1eLHfuzH+O///b/zqU99imuvvTZffuDAAaIoYmVlpcQuX7hwgQMHDmy7/ec7pmB5Gi+qaPJn/jbv+8Z/SFYuV6NSiyypFDbZEjxnkU41i1ZjrTJAx0dHBj2IKaJWUcqVQ55kUVWJK6ctT3wu4sY3tzBxzJNfdi/kYMVzXs2kMoTU53m0KyCa9fAiyXfrD5zLgATjr2k+Hd+gCc5/LSZRkdrJVSyxxFM0adbUKM5t4SZGMZFqkqevpm7X1WDLddXKbU83ng3Npy7PCpz+asQN93Q48pqQp77SwHDnri4NzhDVVeOEPdeEKKV45G83UcOCHrcJ5O9EcjHpnBZAeLLpwGyr55XkCnkTIugQ9t7UZuHakO4en7Cr80IZIu4+NQmYkWWwHBOtGwYrCYPLERsXY4YbujxIK9gXukGL68/X/3yJN/yTA9zy9h42kRz0ukNpGOTlyYKF8YNNgbkVbCKIcT+tEWxs03+CTSy7b51h8aYeIoJXkbUvP7HBcDXiwOt28fiZq9SQf45DrKCCIK1q+g2kWZrGiz+ewwQ/EeHHf/zH+ZM/+RM+8YlPcOzYsdLnr3/96wmCgI9//OO85z3vAeCRRx7hqaee4u67797Rvp7PmILlabzo42PmjxzjPFFSkNXanYzwZH3D6YTbLTLaSfU6rkKeMLaK2yIJTazCIdmqbKC5WMOlEwYdwPV3tjCxcPr+MsBSAiRO2mB9xywn7WIHNHauU2JflaRuFcUp/wzA+AVw90z9YquHVDy12YN20sAhW16SbDQn1qlJyXJNIMn3UJ12fd3hyNmXlTZXTp5RY6cbbM5wCWk1QKJ1SW5x8Unh6BuE/beGPPWZ9Xo/Ou26g4pIqfR4MVbPGw69AmZ2e6xfKCegbRVBl5xlDTsav6PwQ825B4dE67ZRfiKJqclPxELYARnWM/xEaV77/XsJOq5ct4mEzaWEtQsJyydj1i8l+T0iUQxxIUEvOwbPGwPjYlTOsxnBEx9f5cg9c0giJJEhGQnxUIj7lmhTGG0YhmuG4XKEHaV66ALgLgHx6rEYC/H4u3eLr9h90wznvrzMYKlS7lvgwpeXufaePZz4y3OYqPnaPSdR9YYvFAcC+OiV337++jKNl3jsZJZuZ++S9773vfzBH/wBf/Znf8bs7GyuQ56fn6fT6TA/P8+P/MiP8NM//dMsLi4yNzfHj//4j3P33Xe/aJP7YAqWp/GNFKUvt0UKldGUVltq/LIEH9lIk/mUQjY3UZeXUb6P1wrd53MzSBg44GmungShJtmZiatid/HrEb4HR17XwkbCmSedbV0xuU1aPjYoJB1WZ8iKzhsoSFQZ01tJK+p543WL3+wMrBX1wjJm4EUxBhlaj3c+QSbxtKPxXE4YnTQxaZZGO7+ma+AkLTt4yG/T4eKpr0Zc/8YW13/zDMc/Wcm+3CEDs3rO6W4Pv7bFoVeG4zNRkg2kMoLCOGjSzElrRvHoX2+6gUPjPVm+mDa2+N1J7hsW7bsEvK/8/hLRWmGgZwWJKiCzwWpOiYVq9cKmsMLSYwMun0zGgx4rY3Av1gFeGA9Mtb6K/Kqu88+2feRD55k91GLtVLPM4sJ9Kxz55n3sfeU85+9dvnr/n6MQK/zVVHIxjecinkNm+Td+4zcAeOtb31pa/oEPfIAf+qEfAuBXf/VX0Vrznve8p1SU5MUcU7A8jW/MSLXM+Z9ZfRPqsozmzcfVwSSKxi//9Q3UdddiQzc/mz8mrHUMYeXBIVY5oN5UdCKNsw9EeD4cfUOLWBkuPhXXIGLca2NT3KIzpwoB2/JLzKQSUHaCT/DVooiV9PhhqSAv+ua0yqq0jQOjE9wYJumWi8szprnJt3piX7dmI/OmM4eNZzpNnQ44SiGSou5x2xceNxx5jbDrSDgGiNnxWYuqMpFF0Ac5GFS+8/xeOZ3QXfQc0YOAEXfqslMo7m8TC2ZkiYeWZGiJB87OLh4p4oHlVf9wgaSCX8vHUna4EBGSkeC3NBInSIV1Vr7P8b9e4sZ37uXV37fIl3/nNEnfIFXva3DSpzCccE4bnDWk/H0REUhoTN6USfde9hmUPzelFQr7LrexfnY08Z6J1mKWH1vnwBsWX1CwrKbSi2k8V1G0It3WutuPpvyParTbbd7//vfz/ve/f0dtv5AxBcvT+IaIJi1zFiVNM5SBgcHRchNLWKdf7AkuFXno1Ji49lkK1rKEuAyAVop4nLovIugorntVwNJZg63W2yhgVJt+K/2RIJ6usamTin5k1m2lY8vAbmlfO3gJa2rVk7cMSx1Ap5IN8RoKTGwFuIuROo40WqiFQXMyX1MkdWAI6amvsqNKQd2qGe1Df62hYMaEyoVViUgxHvmbCrs5HDX2r96oO6cqCJi/1nVyuBw7SYQ15RecOKbZjlLnl7wwSUw408YO6jIMpRSXHtxEe4rrv20Pr/3ha/ni+58ct1cMQy79kEIVPgFUQW+fA1bP21nRk6IGvwmsF/qkfL+57QKzvFX7WZz+7BKv+qHr2X37HJcfqpZtfA5CBLVNi8ppTOMZh9j693irdacxBcvT+MaPj5k/Kv397eH/fVvbFb1Xi1O6enkNNlypXek1aGS3iiIQLb6cleL0fSP23hCwf1/C+SfGwFuFPjqpkH/BBDeHrfZb1RDnNm4Nel5RzW4Ykxjkqz0vnyWHiC1jq6nDRtnGDpLithmtHmit2FjayQiiIawd+xnbsc5YkqSsLZ5wDCLipEQi7LvZJatduH9j3NYkJ5BCROsJMwebuyfGorTmwlfXWbypy8J1XcdAG1O2dszXN/gdj86+kM3zQ2wiLi+gaTZhAuNbZJHFjF/mVY9kwLW9FfOatZNJdCbdHxPuhbUn+1x5bJ3r3rafKw+vTfHCNF5a8RzKMF6qMQXL03jJRenlqlKP5qv4lRanjszFpfEH6UtWd7uoXfNuXa2gyJhth6kVIdoUrpyMOXBrwIUHxwliqh0w+1SxgpnChBovsoifMdbjj5PdHVRk8TYLHtEV54ar9aUxyc3aWqnrfP0mRtcr7FPU1uuqtKzxdrTBW3gWN7KGkyq6NS3zPFQDwz2xH6Y8m7A7ZXGXjw9dieanGRLHMCxcv0Ki2namMYuRqY5aszovtpE3W2P5bV4dc7gSoZQi7GmijXJhErEGSZwsIuhoxIj7u9BeezFk7kiXucNd5g736O51vqvJyLD82AZLX19n9alR6k5R6FeSlJPZcoebycettGL3bbMMV2I2zgwa8xPEChLFzlaywqwrvyGB8yrx5Mcv8Jr/xw3sf+2u50WOIVbGA4DteMpPYxpPN55DGcZLNaZgeRovqaj7NBsED2xSZ6K2A5qyB4UxOfunDHnVPwn8xnbEc9KPkmxAhHMPjbjjO2eZv8Zn9cwYoKgixrGCn2S2eNnLM23CVwz2+IgCZTv5JuGGpXO+nrCkJrHCz/a7OLfzugqbW3XpaGIerTSzo55GWhVtrAgqnsCSZFXkSm14SLc+W6CGUfM0fQW0L17bRkRYOTmhRvROANnTpCtLiW3GcPxvrvD6HznE7d+9h6/+3hlGV0Y5OC0NHKU8qBguO7C+cOMMK4+vY0a20f2hvSskGRhmr+kwd7jD3OEes0e6hD0fEaF/ccTqkxuc+ruLDK5E7Lp+hj23z3Hb916LiSxXHlvn8kOrXHl0PWWcFWq79s5i6e5rcfN3XcPMQXe/RxsxVx7b4Mqj6yw/tl47jdI0ziqC6+J9VSx8UonNC0Mu3b/KkW/ex8WvrWDj5wE0TEHyNJ6PmDLLO44pWJ7GSyoafZrT8tlFtilPymss7TzB7qrIMuYM0CQ3B/fSK+p0VZywfrrPxqU2B24LWH1ymK+TdMf+y3kTidQG/1mpblEF9wxAJoEPkXKVvWwxdR+Kifph2D5r/RIOP4SZfR6bS9vQFMPYwq0JAIk0L88qk1cZ+IIsIQ8ryHBENIQnPnqJG965l9f84DV87n97PGeFswhnfXr7OvQOtOntdz87i27gcfM/uKa0bjIyDjiPDCay+C0PWh6v/pHrMbFl/XSf8/deYe2pPuun+5hRuV8bZwac+rtLtBdD9tw+x57b5rn1e4/QXxrx4O+fZLRaTHisaKuLoeCau3dz9Fv2MbgScd9vPYH2FYs3z7J48ywHXruLK4+v8/AfnXIgfIsQK6imIgxKT0DXLp782wvsecVNHLprD6f//tKW+3jG0cCWf3vrB/ir0e8/t/udxssv0uThba87jSlYnsZLPz6W/KFLAqyCk61YwMpndnOAGo7GMgDPQ4UBqt2GwC+XP76KJOL81/rc+K3ztHrrDNct0e42SUeh2tUSypUuJYJOhM6llNX2FPGM20ZPYL0mefzuyFYNttAENwwqgobHyiSf5VFcqkg4/kDVSytPSgrbwr6vKkNQ1jYnCRZ0w6UmCvrhfbe1UEpx6jOrjbrdKhue7bvR4kyrCWBZT2AXG/qsVZ64dvFra7R3+Vz7pkVmj3RYOx7Tmg84/Ja97L55lqDnrkkyNGxeGLLyxAZnPjNktB5jRha/pfFaGq/lpb97+d/J0LD2ZJ/lJzbYPD/YNiE+vBJx+u+XOP33S3T3trjt/3aEV//IDTz0X59k49yw+WWdnqv2roCbvusa5g53OfOZJZ7824tIOiux9lSfk399gYUbZrjt+w5zxz++jgf/65OY4c6ZeifZmPz5aCXm/JeucO09ezh/7xWSwTPUqk9jGi+GmDLLO44pWJ7GyyNESgySSMWreDt2c9WiDsMROk5qMgzV7SBzvfoUr7UopVg6PuLomy37bu/w1Oc38wqCUt1ttXiDp/j/t3dm0W1c5x3/3xms3CWC4C6SErVakmVbthpXbhRHtlIndlwnXpo2sd2k56Rp8uK+OC9JXvrWBz845zjNOdnqJF4SO0ndeFHkeEksL5Eta6Uocd9JgARB7DNzbx8GAIHBHRKASJGKvt85OKLAmTsXBDD3P9983/8DOKoGw4sOExkhprL8/+ccs1gbtpVCWjhod/FgGGZaixVZaovdvGUuFMKSJ5udiI0VmWHIXSh0Pfv3q++uA+cCof6Y/IIAkhxhO7hYLo2+cGyjsFgzW3QnOMaPz6D1wAa07K+Bb2sFmvZvgB7nmDgxi8h4HNGpBJKhMm0HL5PYTBIf/6gfux7qwJ6Hu3Dh1yOY7ZU0dgHQeOMGbL6zEVrUwOmfDiI8HJPm2Yf6ozj9syFc96VN2PtwF878fAhaZCm3DDXn58yPy79fI2/NwL9vA9oONmDw6GRRr5cg1jWco2gT/SXcfK4lSCwT1yZCWBbKdD6ywuwbKViLkhQbf99cV4pcSzqHanYQBDA3pmNDpwcjH2lwRHUwrkIoDNyZO56A4c4fPy+CLBabpmTSPQoixrKKfw55zrIQi9HfXGFi549s532cmZM1jcCOKyzmSyJnbu4aBwQ320BzWYdELhfiwhoRz3gty16nAdMD2zpGPC4V87nPpcIauC7g21ELPWFg+I0ZjL8XBNfWx2Knxwyc+dkAtt3Xhp0PbkLfyxOY/Mts9vfOKge23tOKjVurMXFiFoNHpxZzqG0utiLjcZz6ySB2/3MH9j7ShTNPD9peEEhdNYpAixkYOx5E+0EfJt4LIhlepQuO3O9p+rNRdDEqQZQCRZZLhsQycU2wVC5zHsUW2KS3E5lGCqq6GD0twic3NKrD3+2Cq9YBXeJAwXQOdSEJOPLnIzJ2cHkbMzCd54tTRxmFQpZixCx2ud120eKMGLRuY90+27LYcjK2adXNhFIYtc6c9GVCSHJ/XegcWJCInUyENjsHs7te7rijfw6g83Y//Ds9GD8+WziG3WdHYfLIeqYddMGcyxdIEx8E0XZrA/peHsfMqfmyx1ktuC7Q8/wIuu5sQvdnW+Ctd2H6ZAhenxtb7mqGMATO/mIIc5ciyw+WJh5I4tSPB0zB/GgXzj49hNhMcvkdlyPnPRt/N4jmmzei43Ajel8Yvfyx7Q6pKuYFdUYkU60AsRqQWC4ZEsvEtQuXRFGFTS6pdH8BYSzah2VPKbEYWDjHGq6yEsyhQlRVmNFlg5utjrlAbbsL0bCkVbDBTc9jizuBNNdYCLBYIj8XNxMNzs0TTlu9CYeaHy1ezQW5GJcM2e9k1nFOJs83LraxCWC+Z/F4YbqEnZ9xzvOzvQvovN0PxcFsvH/F5UUCM8eSFaKpqvwizPLeDf5hGp4Nbmw+0oxQf9Q+LWEtEcDAq5NIhjR03tGE1r/xAQBmzs6j7/cTZeUFJ+c1nPrJAK77Ugf2PNKJc78YxsKYpJ21sLkgBJb8HhgpjsGjk9h2bxvmB6OY+nAFrOTsmh85aFkmVhmyjisZ+lYSRG6HMMNAtmVdWjQzu2Isu+HSLgVZEkkwVYVSXWkWAwoBHcBCQGBDq4rpwejitoyBe52m37Gmo6BNdObEJYv05i7+GbFpiZYCAINL2k0PQGFXOruosh12xXbrHdt86MUffdfVAACEnQe04JLEcwBQ5bnMVvGb2+GuYB5G4WdQ8LSbQ/4FxKWXxnHjv23B5jubcGEVo6CXy/h7QUx+OIfKJg+YYjYCAVD2xZsWNXD6Z4PY9dAm7P5yJ84/P4pQfzR/o1LdXnL+5tOnF1DdNoctdzUjNp3AwqhEjF8mQtPx6vRTKz4uQeQiBIcoslK32O3+2iGxTFyz5KZmFPgzA1kRInimsYkFZnEuKPakkl6Y5yY52napUFKpvF3VeHIxf9iyiItUKj2EZXFPFxO6axSoTgVcF+CcwdBYuilEcVMrYCmhLGtuYpO3a7u/zAsZkEfX7CLIhiEv5pONkUmvsAh6xespFKmCw9AigOBovKEO7Qd9SEU0jL8btBVdsoizmY5SeLElJH3EbQshC3a2/xvrcQOBs/Oo7aoqbqw1hGscCyOxFRvPSHKc/fkQdnyxHbseaseFF8cQPC8vJFwWyXvW/+okKv0u7HhgE07+d9+KR+7JJo64IpQS1KA0DAAklgkCgEU4qw+UN0g2Ei1LFeBAcM7ML3a7AbcLoSEFHXsrsHGTiuCgRTjZpS+kNFPwSQ6/sduL7XfXS6cmhADXBAxdINCbxMipZL7eUhQzPUMWGWU2hYy587tSuZWSE7edAwWztv9GOq1CskgIwyhMociIJQXY8vfNMFIcf3nyEniJ+khwsXwTjvSchJKfaiMydnQ5nffSg6b/lb92IyWgOq/SBhelLM6Szx3XBc4/P4qt97Rgxxda0fPrtGC2u8Ao4bMrOHD+V6PY96+bseP+dpz56WBRjhq2UBMSYi0QJaRhkFgGQGKZIAopODlwiByHDKmLwXJDcgFjdi4zAABgAcDsrg50H/TC6Yhi8nT6ti5jgNuVb0+WsYBTGADVXLVzFukKnxPdn6lHoDeK8Q/CUJwKVAeD4lKgOBgUJ4PiYHBXO9B0fRVqWpy4+IcwkguLAoI5HDZ5lHIBXeAtDZhtqmX5vDne07YWcLmUeoIuaGihQAhR0HjFVjAZNvMG0HVHIxSHgt7/HQFPcaguBd56Fyp8bnh9bgguELwQRnTCpquf4GZhoRWbuxK2r7yEvwnXORTHFbqAWW+kbQN7XxyForah+64mzA9GoJcawM6kuVjQIjp6nhvGnke60HWkCf0vT6zMvAniSsG5pW3sElAaBgASywSRhzwdQyDXkzKT0lB0y96C8RbH6vndDDoO+dB5axUqNqoYeDMMrgPMq5ittC3zYKqSTl9Y9BZ2OAW231OL+KyGS68E87qZMYntW+BSAtuObMSeL2zAwNsRBPuWcQ6QRc4U5BfbZX7WdAit0G2CuVyLdlg807vbTKuQRYZlXQcL8rczc5Olchi6NAIvDEOaKiF0DUjIxS5PF1l2HmpE16eb4K5xZn+XmE9BdSrY9Ek/EnMpBM6HETw/b5vPqnoUVLd4UdVSgepWL6pavOAaR+9vx1Y0B5ZrHMrVGlkuhaUKRxlD38sTuPEb3dh8ZxN6fzNWuF1eca+sSYpkbKZgYTSOvt9PYOvdrYhMxDF9MlTe3C3j3+n6R7yW+mXpYxFEKVBkuWRILBNEDjKLuQxFp2dIolFMyY9OZ9ENDL81i9hMCltur0PFRgcuvBKC1MlV4n3MGLD1jgooDoae30yBpwz7fdJEJxI49cw0Nn+qFlsP16CmOYrBt8PgmjCjy1Yy4lJVF8ez82ouhiJOvlIBDZRcPFh0kxALFX43GnbXwrerFt56N4wURyqiITQQRTyQRCyQRDyQAtc4mALUdFTCt6sG/r11aLvVh2RYQ/B8GKH+CDwbXKhq8aK61QtvvemzrScMRMbjmD4VQm1HJfY+0oXhN2cw8qeZxTXsMhYpLWrA4VFRv7MGwfPhsse52tGiBgZem8K2z7di+nQIob6ofMOibbQWLxCnPpxDVYsX3Z9tQXQqYX9nYQnKuUtFEJeL4ByiyMgyFfiZMFHuakIQ1zgZn+aCBU+Wh2jNObX8DkxBVYsHO77YBkVlGP7zPGYuJReFk8MB5vXkd6tjDJ2f8MK/zYWzz01gYcwSIVYU+1bLaRp2VaLrUB2SYQMXXwshNmtJyBU5zh6546kq4HLCClMUufDIFdq5wydThdvaNTtxOqUNUkQsUdh+Oh1xLrSI4xDJZOF7ITi89a60QK5BRYMHWlxH8HwYgbPzCA1EiwvEMKCmvQK+XbWo31kDd40TXOeITCQQGY9jYSyGyHgc8WAqb59Nn/Sj/bYGhIdjuPDCCFILl1c4xhSGrfe2omF3Lfr+bxyTJ1bA6uxqI+fztvvLHfDUufDhU5fAZa3hl2i9vZSQZirDDV/vxsJoDBd/K4lcL4eiFpw/KLJMrBbhcBi1tbW43fsgHMxV1D66SOH1+LOYn59HTU3NKs9w/UKRZYIol7RAE7lFcczGOcOObKEWR2QshpM/7EP3Xc3oPlKP1v1JDL85jZkz84Awc4qViorsrv691Wja6Ubf0SAWhtMJmbnd4jg39Z2lgxzjyArSmXNRRCaS2HpXPfbc78PZF4OITNt0KMuMh0ynQ5nAkDhkpPe1zsPMwzbkHfxkY7hccls1GQqD0G1EjqrmpdB4613Ydncjqpo80BMGgj1hDLw2iVB/tPTiLQGEh2MID8fQ/8oE3HVOpML60uMIYPiNaYQGItj+D+244evduPi7McxeKN7FwVXtQNedzVAcDNOnQpjtXUDvC6NwVTrQ/blWzA9G8wX6NcallyZww9e3YNMhPwaPThVuwGzsIZeJqglDIDwcRVWzt6x5ZYUyU+yb1xDESsOF3M9dBsVTAZR/I5UgiAwZSzOx6FpgfQDmwmh9WBdoPWag51ej+OgHlxALJLH9PlM81e+qyRNc1a1udB2qw+TJBUx9nHObnfPFR6ZoTdPyHkLXIVIahKZDaDpi0wmcfnocsVkNnQer044bPP0wXSJyHwWiN+9PUWJnqDX2ZK5sdGPPP7WCKcC5Xw7hvf/qwcXfjmHuUuTyXA7SJENa0eOEh2L46KlLmB+KYtdDHdhyV3NRRXr+fXW48RtbUbOpAq5qB3Y+sAm3/Md27Li/HXWbqzB1cg7x2WtXKANAYi6Fkbem0XqgHq4q1fKdLfF9trisRCcTqGhwl21swRwOs3MfCWXiSpFeq4p7lHce/P73v4/Ozk54PB4cOHAA77///gq/iCsLRZYJokzs8pulbbSXQrLKRqeSOP/MMKpavOj4lB8779+E6FQCw+/MIzaTwvbP+bAwlsDAG5K2y8WScxLkmsDg60HsfqgZ9ds8CJxP53YqSkEeMwMAVQGzNjABIDTNbAGusMUocKYIr+DwkucZA3M65BFkuzbiXOJkkTmmzPM5bcVW3ebFrgdbEQ+mcPYXw9BjNhH1K4ieMNDz3Aiaboqg60gzajoqMfZOAEBanynM/JcxMAXY0F2NjVurMXVyDv2vTsBIcHh9bvivr0P99mqMvD2Noden1/Q1rRmWRT46mTAvUksRpUyRF/nlRJyjUwkoDgVenxux6fLbbL8a+5+y9yWIUhBcQBQZWS4nU/fZZ5/FY489hqeeegoHDhzAE088gSNHjuDChQvw+/0lj7ceoJxlglhhCgoBmWJbyLNkHnMONe0V2HSoAXVdVTA0Di2q4+MfDUFPmHZyeR7BGYEoS3uQPZ+dJ8P2e/yoanbjox+NmrmdErEMAHA5C5/nHCIeL4gWCyHMqLb1JdpElpnLabpnFOwgvyUuEklpUxKh2UdT6zZXYedDm7AwGsP5Z4ZhpEpInblCVDS4sf2+NlQ25d/iF9x0EBHctDHre3kCcxfLbLxxDdG0fyM2f6YZ7/znWRQo4HLCwuk0LNWt4BOP78KFF0cxcypU0hBLFRQTxEqTyVn+lHofHKyw5kSGLjT80XihpJzlAwcO4Oabb8aTTz4JAOCco729Hd/61rfw+OOPlz3/tYQiywSx0livP4UBgXJ95kzCIzGceXoEdV2VaLyhDqN/DkCPp9tXM8vX2E4ML5E+AQAwDAy+PoMbvtaB1v01GHknZBbJSaKzLJNXbLXe4nIruJJY5ev3+h3V2P6FdoT6I+h5fiTPam89EZtJ4qMf9IGpDBCZFJe1ntXVi7vWiVRYuwzPRxOmsLyLXCPJsTAWQ/PNG0sWywSxFqxmZDmVSuHEiRP49re/nX1OURQcPnwYx48fL2ms9QSJZYJYYY7y5+V+zRJkEWfBxWKkKzeaKjhCA1HTmSF3jLJnmkNaECfndYx/EELLLXWY+jiMZCglj+gqijS1gscT0gYhtoVSknQLYRgQscUOEowxwOk0/5X9vQxetHF+w946bPt8KwLnwuh9cXRF8pJXG2Gs/zleDXhqnUiESs/dln1HTcG8+P+Bo5PY+8hmNOytI8FMrHt0kSz6nKmnjUzD4XwLSrfbDbfbXbB9IBCAYRhobGzMe76xsRE9PT1lznjtIbFMEKuA7PZqNj2jlFu+1i5vVos0AFDccveIMiO0o+/Owr+nGh2H6tH7mxXoTmZjm2frMZvOKc7uDpj5ym43mCRCb7aElnffy6Vp/0Z0f7YFkx/O4tJL4xSlvcZw17kQDyYXO/PJLurKJDwUQ+DcPDo/3Yjg+TC4tv7SegjC5XKhqakJf5r8fUn7VVVVob29Pe+57373u/je9763grNb35BYJogrRUa8CiPnKRvLqlKxy0+2plAslaKRFtzcAIb/NIfuzzRg4kQIC8OFjRwYsxTwAUtGKjLCeK0iua1/60PX4SaMvRvAwKuTazIHYm1x1zkR6o8UdOTMYtPeWlg/3zYXoQNHJ3HTv29F20Efhv9oU1RJjhfEGuLxeDAwMIBUqrQ7LEKIgsJYWVQZAHw+H1RVxdRUvkXj1NQUmpqaSpvwOoLEMkGsNZIIV27UNU9gyhp7aLo8FUPmBFEk02ciaNpXg65PN+DUjyVdz3K9kNVM8wa5IGYKA3O7zWJBbrEiks1RZZC5WoqUBiEkbgPLRJU7bvej/TY/ht+YxvCb16gzxDUOUxnc1UukYQgbf3CgaPusZEjD2PEAWj/hw9SHc0jOL++ucof6AI4azy27HUGsFB6PBx6PZ9XGd7lcuOmmm3Ds2DHce++9AMwCv2PHjuGb3/zmqh13tSGxTBBXiCVTM5bAWlBkRWipQucHxqSOEkzWHMSGobdncd39zajtqsD8QGz5HZYic0xL05Ri5wIAMJbogiihfmcN2v+uAVVNXgy8NoGx48Hij0X8VeGsMO+CZIs5ZeLXLuJcAiNvB+DftwGdh5tw4dcjlzUWQVytPPbYY3j44Yexf/9+3HLLLXjiiScQjUbx6KOPrvXUyobEMkGsJdKIFYfgl5maYZPaIYQwBbMMi3CdH4wjMpVE260NCI9P5s/VLnVEFBbbCa6sTBFiMTDAd10t2m9rQKXfg7m+CE79uB/h4csU+8RVTWpBR3gkhtYD9QicmV+143CNY+jYFLbd24aJD4Lyz91KpF0RxDrmwQcfxMzMDL7zne9gcnIS+/btwyuvvFJQ9Hc1QT7LBLGG2LpmyG4JLylQrS2jM932JJX8drebJVHe+h1V2H63Hx8/PYHo9GL0mjkcgGrZXggYc/OFaRGMQamqkh9ThmGYRXtWLIV/2cPqOsAA/546tN3WgAqfG7MXFzDy1jQWRuPFH5f4q6a2qxJ7vtKFc78cwmyvjS+1bSpGacvk9V/bDKYwnPxhX34hqaWt9lH9mZLGJQhibSCxTBDrFFlzEymywjohz3Nmqiq1a8sT0LmiWWG48attiEwm0fvSTPZ3zOUsFBZCwJidKxQWqyiWmQI0XFeNtoMN8G50IdgTxsjbM4iMk0gmCtn9lU44vCpO/qBPvsEKieXqNi+u/+oWXPzdGKY+mss+T01ICOLqhNIwCGKdYi38KbmNdoachV5wIe3JkHvNnJemwYHx90PoOuyDuzqAZNhYFBRWAaHp9rmgkg5+eaKcsZLyl5kCNO6rQ+ut9fDUOhE4N4+e54YRnUoUPQZx7TH8x2ns/ZfN8O+tw3QpfsiMlSSYF0bjmD4VQsftjQicnV+XHSIJgigeiiwTBEEQBEEQhA1UaUAQBEEQBEEQNpBYJgiCIAiCIAgbSCwTBEEQBEEQhA0klgmCIAiCIAjCBhLLBEEQBEEQBGEDiWWCIAiCIAiCsIHEMkEQBEEQBEHYQGKZIAiCIAiCIGwgsUwQBEEQBEEQNvw/GSWBwgMUntQAAAAASUVORK5CYII=",
-      "text/plain": [
-       "<Figure size 640x480 with 2 Axes>"
-      ]
-     },
-     "metadata": {},
-     "output_type": "display_data"
-    },
-    {
-     "data": {
-      "text/plain": [
-       "(<Figure size 640x480 with 2 Axes>,\n",
-       " <GeoAxes: title={'center': 'Interpolated Heatmap'}, xlabel='Longitude', ylabel='Latitude'>)"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
-   "source": [
-    "pvdeg.geospatial.plot_sparse_analysis(result=res, data_var=\"cycles\", method=\"linear\")"
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "id": "93371efa-c905-45b2-9fd7-d23fbc1b2b31",
-   "metadata": {},
-   "outputs": [],
-   "source": []
-  }
- ],
- "metadata": {
-  "kernelspec": {
-   "display_name": "rpp",
-   "language": "python",
-   "name": "rpp"
-  },
-  "language_info": {
-   "codemirror_mode": {
-    "name": "ipython",
-    "version": 3
-   },
-   "file_extension": ".py",
-   "mimetype": "text/x-python",
-   "name": "python",
-   "nbconvert_exporter": "python",
-   "pygments_lexer": "ipython3",
-   "version": "3.10.14"
-  }
- },
- "nbformat": 4,
- "nbformat_minor": 5
-}
diff --git a/scripts/tiny-pysam-ground-irradiance.nc b/scripts/tiny-pysam-ground-irradiance.nc
deleted file mode 100644
index 5e8c93ed4de4ed993cd77aaf56604773e5acd0fa..0000000000000000000000000000000000000000
GIT binary patch
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zy}$4L?@1YVK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?n%Ak)!bSs
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zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNxjlLX_jITdr|f087htc{9pfmZ-LjnHlDkh(4XH0AN<c-|L1>8z0%XX
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z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+u25tS3Fx(7^OxoC20p0r{&VNODjytQvuakv
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z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
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z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
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z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
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zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
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zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~K
zly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB
z_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<
zACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*
zJ@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i
z2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVL
zNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+
z&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S
z?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2
z$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#G
zK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+Tw
zsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=F
zcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};q
zL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r
z8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(
z=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9
zOBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|
zgXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp
z-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F
z;e+TwsmIO<ACz|9OBr`S?nyoOkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&Iuos
zcHT=FcR=n*J@=5|gXlr2$Ib~Kly=@r8FxVLNj>+F;e+TwsmIO<ACz|9OBr`S?nyoO
zkl};qL8-^i2_KYp-b)#GK<-IB_mJU(=s~H+&IuoscHT=FcR=n*y~?XNt<t_bTKIP)
z;e#sg_wS@$<*kdnxTWkV{5zcRL6!IadM{<FoA=*(8uU;9|Nq|Uar^f~A8Yil-7^pC
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diff --git a/tests/data/summit-weather.pkl b/tests/data/summit-weather.pkl
deleted file mode 100644
index 4121b35a4507802fea6fb73d6f5352008978bcd3..0000000000000000000000000000000000000000
GIT binary patch
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diff --git a/tests/sandbox.ipynb b/tests/sandbox.ipynb
index 8a9ed667..7d25aebc 100644
--- a/tests/sandbox.ipynb
+++ b/tests/sandbox.ipynb
@@ -912,6 +912,1495 @@
     "pvdeg.utilities.search_json(pvdeg_file=pvdeg_file, name_or_alias=invalid_name_or_alias)"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import pvdeg\n",
+    "\n",
+    "import xarray as xr\n",
+    "import pandas as pd\n",
+    "import numpy as np\n",
+    "import pickle\n",
+    "import os"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def mixed_res_dict(weather_df, meta):\n",
+    "    \"\"\"\n",
+    "    geospatial test function. returns have mixed dimensions. the first is a timeseries, the second is a float.\n",
+    "    This function is meant to discover problems with geospatial.analysis and its subroutines.\n",
+    "\n",
+    "    .. code_block : Python \n",
+    "\n",
+    "        Shapes = {\n",
+    "            \"temperatures\" : (\"gid\", \"time\"),\n",
+    "            \"avg_temp\" : (\"gid\", ),\n",
+    "        }\n",
+    "    \"\"\"\n",
+    "\n",
+    "    timeseries_df = pd.DataFrame(pvdeg.temperature.module(weather_df, meta))\n",
+    "    avg_temp = timeseries_df[0].mean()\n",
+    "\n",
+    "    return {'temperatures' : timeseries_df, 'avg_temp' : avg_temp}\n",
+    "    # return timeseries_df, avg_temp\n",
+    "\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
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+       "  --xr-font-color2: var(--jp-content-font-color2, rgba(0, 0, 0, 0.54));\n",
+       "  --xr-font-color3: var(--jp-content-font-color3, rgba(0, 0, 0, 0.38));\n",
+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
+       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 981kB\n",
+       "Dimensions:            (time: 17520)\n",
+       "Coordinates:\n",
+       "    gid                int64 8B 449211\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "Data variables:\n",
+       "    temp_air           (time) float64 140kB -12.0 -12.4 -12.7 ... -3.6 -4.1 -4.1\n",
+       "    wind_speed         (time) float64 140kB 0.6 0.6 0.6 0.6 ... 0.8 0.7 0.6 0.6\n",
+       "    dhi                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 106.0 47.0 22.0\n",
+       "    ghi                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 111.0 47.0 23.0\n",
+       "    dni                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 26.0 2.0 21.0\n",
+       "    relative_humidity  (time) float64 140kB 99.93 100.0 100.0 ... 100.0 100.0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d2419bb3-7b90-40f4-b3c7-648622f66ef3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d2419bb3-7b90-40f4-b3c7-648622f66ef3' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-34d54d85-a8f7-4014-8830-f4313f99fbe6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-34d54d85-a8f7-4014-8830-f4313f99fbe6' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>gid</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>449211</div><input id='attrs-41b22920-eae1-4bb5-8977-d681c6c16608' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-41b22920-eae1-4bb5-8977-d681c6c16608' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34bfae6b-3636-4ae9-8dff-37fd615a0222' class='xr-var-data-in' type='checkbox'><label for='data-34bfae6b-3636-4ae9-8dff-37fd615a0222' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(449211, dtype=int64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-4d5807d1-977a-4a2e-a31c-70a9cf8d2259' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4d5807d1-977a-4a2e-a31c-70a9cf8d2259' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ea8ef5d0-e3a6-49cc-b9d4-7aa5f6002f9d' class='xr-var-data-in' type='checkbox'><label for='data-ea8ef5d0-e3a6-49cc-b9d4-7aa5f6002f9d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
+       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3b688d2d-7633-4052-8bbe-9d50d8dd174a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3b688d2d-7633-4052-8bbe-9d50d8dd174a' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-12.0 -12.4 -12.7 ... -4.1 -4.1</div><input id='attrs-27d2005c-100c-410f-9db5-a753b97ba531' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-27d2005c-100c-410f-9db5-a753b97ba531' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83ee7396-9b41-446a-9aa6-aa7eb8996065' class='xr-var-data-in' type='checkbox'><label for='data-83ee7396-9b41-446a-9aa6-aa7eb8996065' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-12. , -12.4, -12.7, ...,  -3.6,  -4.1,  -4.1])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.6 0.6 0.6 0.6 ... 0.8 0.7 0.6 0.6</div><input id='attrs-6d68fae1-c11a-4e09-a2eb-99625494d075' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6d68fae1-c11a-4e09-a2eb-99625494d075' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-658a126d-620c-4128-bafc-65926e6cb1fc' class='xr-var-data-in' type='checkbox'><label for='data-658a126d-620c-4128-bafc-65926e6cb1fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.6, 0.6, 0.6, ..., 0.7, 0.6, 0.6])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 106.0 47.0 22.0</div><input id='attrs-60a9cbb2-4286-46f9-9492-b05b4740baed' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-60a9cbb2-4286-46f9-9492-b05b4740baed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f570306d-3f7d-46e7-894f-f82cab0c996d' class='xr-var-data-in' type='checkbox'><label for='data-f570306d-3f7d-46e7-894f-f82cab0c996d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([  0.,   0.,   0., ..., 106.,  47.,  22.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 111.0 47.0 23.0</div><input id='attrs-a736eafd-243a-414e-ae2f-dd299da16b3b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a736eafd-243a-414e-ae2f-dd299da16b3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-42206f3d-9974-44bb-9f1d-d98a8428981d' class='xr-var-data-in' type='checkbox'><label for='data-42206f3d-9974-44bb-9f1d-d98a8428981d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([  0.,   0.,   0., ..., 111.,  47.,  23.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 26.0 2.0 21.0</div><input id='attrs-03f1e4cb-3bce-47b7-964d-f57888effbcc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-03f1e4cb-3bce-47b7-964d-f57888effbcc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-97ff95f6-29e8-4c36-ae53-9dcde7129379' class='xr-var-data-in' type='checkbox'><label for='data-97ff95f6-29e8-4c36-ae53-9dcde7129379' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0.,  0.,  0., ..., 26.,  2., 21.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>99.93 100.0 100.0 ... 100.0 100.0</div><input id='attrs-d86045c8-7991-42bc-b95b-84433f9c267e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d86045c8-7991-42bc-b95b-84433f9c267e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2475406a-9938-4ac3-be56-5a3d5a52dd2a' class='xr-var-data-in' type='checkbox'><label for='data-2475406a-9938-4ac3-be56-5a3d5a52dd2a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 99.93, 100.  , 100.  , ..., 100.  , 100.  , 100.  ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-04879800-ca04-4eae-b374-8b507902b928' class='xr-section-summary-in' type='checkbox'  ><label for='section-04879800-ca04-4eae-b374-8b507902b928' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8104dc01-057f-4f13-867e-f34d99b0f5fb' class='xr-index-data-in' type='checkbox'/><label for='index-8104dc01-057f-4f13-867e-f34d99b0f5fb' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
+       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
+       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-517a9b94-01f0-4b4f-b32a-3490eae9b00e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-517a9b94-01f0-4b4f-b32a-3490eae9b00e' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 981kB\n",
+       "Dimensions:            (time: 17520)\n",
+       "Coordinates:\n",
+       "    gid                int64 8B 449211\n",
+       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
+       "Data variables:\n",
+       "    temp_air           (time) float64 140kB -12.0 -12.4 -12.7 ... -3.6 -4.1 -4.1\n",
+       "    wind_speed         (time) float64 140kB 0.6 0.6 0.6 0.6 ... 0.8 0.7 0.6 0.6\n",
+       "    dhi                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 106.0 47.0 22.0\n",
+       "    ghi                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 111.0 47.0 23.0\n",
+       "    dni                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 26.0 2.0 21.0\n",
+       "    relative_humidity  (time) float64 140kB 99.93 100.0 100.0 ... 100.0 100.0"
+      ]
+     },
+     "execution_count": 32,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "GEO_WEATHER.isel(gid=0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/plain": [
+       "array([80, 80, 80, ..., 80, 80, 80])"
+      ]
+     },
+     "execution_count": 46,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 48,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "<defs>\n",
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+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
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+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
+       "body[data-theme=dark],\n",
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+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
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+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
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+       "\n",
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+       "  vertical-align: top;\n",
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+       "\n",
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+       ".xr-array-data {\n",
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+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
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+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
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+       "}\n",
+       "\n",
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+       "  content: ')';\n",
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+       ".xr-dim-list li:not(:last-child):after {\n",
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+       "\n",
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+       "  display: contents;\n",
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+       "\n",
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+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
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+       "\n",
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+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
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+       "\n",
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+       "\n",
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+       "  color: var(--xr-font-color2);\n",
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+       "\n",
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+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
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+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
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+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 105kB\n",
+       "Dimensions:       (time: 8760)\n",
+       "Coordinates:\n",
+       "  * time          (time) datetime64[ns] 70kB 2001-01-01 ... 2001-12-31T23:00:00\n",
+       "Data variables:\n",
+       "    temperatures  (time) int32 35kB 80 80 80 80 80 80 80 ... 80 80 80 80 80 80\n",
+       "    avg_temp      int32 4B 80</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-eb0c3ea3-d596-4261-b337-ec0855de5776' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-eb0c3ea3-d596-4261-b337-ec0855de5776' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-caa74ed9-3cd8-4ede-8f68-6ec7a6499a0e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-caa74ed9-3cd8-4ede-8f68-6ec7a6499a0e' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2001-01-01 ... 2001-12-31T23:00:00</div><input id='attrs-0958f8d9-b92d-4fcd-a285-94f712e84b6d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0958f8d9-b92d-4fcd-a285-94f712e84b6d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b60dce6-5630-4ebc-a42e-69456e09f7d4' class='xr-var-data-in' type='checkbox'><label for='data-1b60dce6-5630-4ebc-a42e-69456e09f7d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2001-01-01T00:00:00.000000000&#x27;, &#x27;2001-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2001-01-01T02:00:00.000000000&#x27;, ..., &#x27;2001-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2001-12-31T22:00:00.000000000&#x27;, &#x27;2001-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-109c94f9-8f9f-4b88-a4cb-453f9fcf70d8' class='xr-section-summary-in' type='checkbox'  checked><label for='section-109c94f9-8f9f-4b88-a4cb-453f9fcf70d8' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temperatures</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>80 80 80 80 80 ... 80 80 80 80 80</div><input id='attrs-b3cd2aa7-6473-435e-9631-0b20b2457a1e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b3cd2aa7-6473-435e-9631-0b20b2457a1e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1dcf52e8-22f2-4238-87e9-add8cc7db494' class='xr-var-data-in' type='checkbox'><label for='data-1dcf52e8-22f2-4238-87e9-add8cc7db494' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([80, 80, 80, ..., 80, 80, 80])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>avg_temp</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>80</div><input id='attrs-853bd1ad-791e-42ce-aa00-18ec7f6d59cb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-853bd1ad-791e-42ce-aa00-18ec7f6d59cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-82665b19-775e-4c12-b4a9-fba4329e1edd' class='xr-var-data-in' type='checkbox'><label for='data-82665b19-775e-4c12-b4a9-fba4329e1edd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(80)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c7db86cc-a610-4f1b-9514-fae355585bc3' class='xr-section-summary-in' type='checkbox'  ><label for='section-c7db86cc-a610-4f1b-9514-fae355585bc3' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-21113058-756c-4ffb-8d31-4c2cf0702d35' class='xr-index-data-in' type='checkbox'/><label for='index-21113058-756c-4ffb-8d31-4c2cf0702d35' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2001-01-01 00:00:00&#x27;, &#x27;2001-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2001-01-01 02:00:00&#x27;, &#x27;2001-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2001-01-01 04:00:00&#x27;, &#x27;2001-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2001-01-01 06:00:00&#x27;, &#x27;2001-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2001-01-01 08:00:00&#x27;, &#x27;2001-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2001-12-31 14:00:00&#x27;, &#x27;2001-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2001-12-31 16:00:00&#x27;, &#x27;2001-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2001-12-31 18:00:00&#x27;, &#x27;2001-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2001-12-31 20:00:00&#x27;, &#x27;2001-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2001-12-31 22:00:00&#x27;, &#x27;2001-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-df2e1c8d-2002-40a8-9ea2-0d18d1af1a77' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-df2e1c8d-2002-40a8-9ea2-0d18d1af1a77' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 105kB\n",
+       "Dimensions:       (time: 8760)\n",
+       "Coordinates:\n",
+       "  * time          (time) datetime64[ns] 70kB 2001-01-01 ... 2001-12-31T23:00:00\n",
+       "Data variables:\n",
+       "    temperatures  (time) int32 35kB 80 80 80 80 80 80 80 ... 80 80 80 80 80 80\n",
+       "    avg_temp      int32 4B 80"
+      ]
+     },
+     "execution_count": 48,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "xr.Dataset(\n",
+    "    data_vars={\n",
+    "        \"temperatures\" : (('time'), np.full((8760,), fill_value=80)),\n",
+    "        \"avg_temp\": 80\n",
+    "    },\n",
+    "    coords={\n",
+    "        'time' : pd.date_range(start=\"2001-01-01\", periods=8760, freq='1h')\n",
+    "    }\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "time\n",
+       "2022-01-01 00:00:00   -12.000000\n",
+       "2022-01-01 00:30:00   -12.400000\n",
+       "2022-01-01 01:00:00   -12.700000\n",
+       "2022-01-01 01:30:00   -13.000000\n",
+       "2022-01-01 02:00:00   -13.300000\n",
+       "                         ...    \n",
+       "2022-12-31 21:30:00     0.588357\n",
+       "2022-12-31 22:00:00     1.129164\n",
+       "2022-12-31 22:30:00    -0.681828\n",
+       "2022-12-31 23:00:00    -2.944016\n",
+       "2022-12-31 23:30:00    -3.356166\n",
+       "Name: 0, Length: 17520, dtype: float64"
+      ]
+     },
+     "execution_count": 36,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "mixed_res_dict(\n",
+    "    GEO_WEATHER.isel(gid=0).to_dataframe(),\n",
+    "    GEO_META.iloc[0].to_dict(),\n",
+    ")['temperatures'][0]"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "xr.Dataset(\n",
+    "    data_vars= {\n",
+    "        'temperatures' : timeseries_df, \n",
+    "        'avg_temp' : avg_temp\n",
+    "    }\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "GEO_WEATHER = xr.load_dataset(os.path.join(pvdeg.TEST_DATA_DIR, \"summit-weather.nc\"))\n",
+    "GEO_META = pd.read_csv(os.path.join(pvdeg.TEST_DATA_DIR, \"summit-meta.csv\"), index_col=0)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "template = pvdeg.geospatial.output_template(\n",
+    "    ds_gids=GEO_WEATHER,\n",
+    "    shapes={\n",
+    "        'temperatures': ('gid', 'time'),\n",
+    "        'avg_temp' : ('gid',),\n",
+    "    }\n",
+    ")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 49,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def mixed_res_dataset(weather_df, meta):\n",
+    "    \"\"\"\n",
+    "    geospatial test function. returns have mixed dimensions. which are correctly stored in a xr.Dataset\n",
+    "    \"\"\"\n",
+    "\n",
+    "    return xr.Dataset(\n",
+    "        data_vars={\n",
+    "            \"temperatures\" : (('time'), np.full((8760,), fill_value=80)),\n",
+    "            \"avg_temp\": 80\n",
+    "        },\n",
+    "        coords={\n",
+    "            'time' : pd.date_range(start=\"2001-01-01\", periods=8760, freq='1h')\n",
+    "        }\n",
+    "    )"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 51,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
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+       "<defs>\n",
+       "<symbol id=\"icon-database\" viewBox=\"0 0 32 32\">\n",
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+       "</svg>\n",
+       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
+       " *\n",
+       " */\n",
+       "\n",
+       ":root {\n",
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+       "  --xr-border-color: var(--jp-border-color2, #e0e0e0);\n",
+       "  --xr-disabled-color: var(--jp-layout-color3, #bdbdbd);\n",
+       "  --xr-background-color: var(--jp-layout-color0, white);\n",
+       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
+       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
+       "}\n",
+       "\n",
+       "html[theme=dark],\n",
+       "html[data-theme=dark],\n",
+       "body[data-theme=dark],\n",
+       "body.vscode-dark {\n",
+       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
+       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
+       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
+       "  --xr-border-color: #1F1F1F;\n",
+       "  --xr-disabled-color: #515151;\n",
+       "  --xr-background-color: #111111;\n",
+       "  --xr-background-color-row-even: #111111;\n",
+       "  --xr-background-color-row-odd: #313131;\n",
+       "}\n",
+       "\n",
+       ".xr-wrap {\n",
+       "  display: block !important;\n",
+       "  min-width: 300px;\n",
+       "  max-width: 700px;\n",
+       "}\n",
+       "\n",
+       ".xr-text-repr-fallback {\n",
+       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-header {\n",
+       "  padding-top: 6px;\n",
+       "  padding-bottom: 6px;\n",
+       "  margin-bottom: 4px;\n",
+       "  border-bottom: solid 1px var(--xr-border-color);\n",
+       "}\n",
+       "\n",
+       ".xr-header > div,\n",
+       ".xr-header > ul {\n",
+       "  display: inline;\n",
+       "  margin-top: 0;\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type,\n",
+       ".xr-array-name {\n",
+       "  margin-left: 2px;\n",
+       "  margin-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-obj-type {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-sections {\n",
+       "  padding-left: 0 !important;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input + label {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label {\n",
+       "  cursor: pointer;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-item input:enabled + label:hover {\n",
+       "  color: var(--xr-font-color0);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary {\n",
+       "  grid-column: 1;\n",
+       "  color: var(--xr-font-color2);\n",
+       "  font-weight: 500;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary > span {\n",
+       "  display: inline-block;\n",
+       "  padding-left: 0.5em;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label {\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in + label:before {\n",
+       "  display: inline-block;\n",
+       "  content: '►';\n",
+       "  font-size: 11px;\n",
+       "  width: 15px;\n",
+       "  text-align: center;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:disabled + label:before {\n",
+       "  color: var(--xr-disabled-color);\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label:before {\n",
+       "  content: '▼';\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked + label > span {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary,\n",
+       ".xr-section-inline-details {\n",
+       "  padding-top: 4px;\n",
+       "  padding-bottom: 4px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-inline-details {\n",
+       "  grid-column: 2 / -1;\n",
+       "}\n",
+       "\n",
+       ".xr-section-details {\n",
+       "  display: none;\n",
+       "  grid-column: 1 / -1;\n",
+       "  margin-bottom: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap {\n",
+       "  grid-column: 1 / -1;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 20px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-array-wrap > label {\n",
+       "  grid-column: 1;\n",
+       "  vertical-align: top;\n",
+       "}\n",
+       "\n",
+       ".xr-preview {\n",
+       "  color: var(--xr-font-color3);\n",
+       "}\n",
+       "\n",
+       ".xr-array-preview,\n",
+       ".xr-array-data {\n",
+       "  padding: 0 5px !important;\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-array-data,\n",
+       ".xr-array-in:checked ~ .xr-array-preview {\n",
+       "  display: none;\n",
+       "}\n",
+       "\n",
+       ".xr-array-in:checked ~ .xr-array-data,\n",
+       ".xr-array-preview {\n",
+       "  display: inline-block;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list {\n",
+       "  display: inline-block !important;\n",
+       "  list-style: none;\n",
+       "  padding: 0 !important;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li {\n",
+       "  display: inline-block;\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:before {\n",
+       "  content: '(';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list:after {\n",
+       "  content: ')';\n",
+       "}\n",
+       "\n",
+       ".xr-dim-list li:not(:last-child):after {\n",
+       "  content: ',';\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-has-index {\n",
+       "  font-weight: bold;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list,\n",
+       ".xr-var-item {\n",
+       "  display: contents;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > div,\n",
+       ".xr-var-item label,\n",
+       ".xr-var-item > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-even);\n",
+       "  margin-bottom: 0;\n",
+       "}\n",
+       "\n",
+       ".xr-var-item > .xr-var-name:hover span {\n",
+       "  padding-right: 5px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-list > li:nth-child(odd) > div,\n",
+       ".xr-var-list > li:nth-child(odd) > label,\n",
+       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
+       "  background-color: var(--xr-background-color-row-odd);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name {\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dims {\n",
+       "  grid-column: 2;\n",
+       "}\n",
+       "\n",
+       ".xr-var-dtype {\n",
+       "  grid-column: 3;\n",
+       "  text-align: right;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-preview {\n",
+       "  grid-column: 4;\n",
+       "}\n",
+       "\n",
+       ".xr-index-preview {\n",
+       "  grid-column: 2 / 5;\n",
+       "  color: var(--xr-font-color2);\n",
+       "}\n",
+       "\n",
+       ".xr-var-name,\n",
+       ".xr-var-dims,\n",
+       ".xr-var-dtype,\n",
+       ".xr-preview,\n",
+       ".xr-attrs dt {\n",
+       "  white-space: nowrap;\n",
+       "  overflow: hidden;\n",
+       "  text-overflow: ellipsis;\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name:hover,\n",
+       ".xr-var-dims:hover,\n",
+       ".xr-var-dtype:hover,\n",
+       ".xr-attrs dt:hover {\n",
+       "  overflow: visible;\n",
+       "  width: auto;\n",
+       "  z-index: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  display: none;\n",
+       "  background-color: var(--xr-background-color) !important;\n",
+       "  padding-bottom: 5px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
+       ".xr-var-data-in:checked ~ .xr-var-data,\n",
+       ".xr-index-data-in:checked ~ .xr-index-data {\n",
+       "  display: block;\n",
+       "}\n",
+       "\n",
+       ".xr-var-data > table {\n",
+       "  float: right;\n",
+       "}\n",
+       "\n",
+       ".xr-var-name span,\n",
+       ".xr-var-data,\n",
+       ".xr-index-name div,\n",
+       ".xr-index-data,\n",
+       ".xr-attrs {\n",
+       "  padding-left: 25px !important;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs,\n",
+       ".xr-var-attrs,\n",
+       ".xr-var-data,\n",
+       ".xr-index-data {\n",
+       "  grid-column: 1 / -1;\n",
+       "}\n",
+       "\n",
+       "dl.xr-attrs {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  display: grid;\n",
+       "  grid-template-columns: 125px auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt,\n",
+       ".xr-attrs dd {\n",
+       "  padding: 0;\n",
+       "  margin: 0;\n",
+       "  float: left;\n",
+       "  padding-right: 10px;\n",
+       "  width: auto;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt {\n",
+       "  font-weight: normal;\n",
+       "  grid-column: 1;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dt:hover span {\n",
+       "  display: inline-block;\n",
+       "  background: var(--xr-background-color);\n",
+       "  padding-right: 10px;\n",
+       "}\n",
+       "\n",
+       ".xr-attrs dd {\n",
+       "  grid-column: 2;\n",
+       "  white-space: pre-wrap;\n",
+       "  word-break: break-all;\n",
+       "}\n",
+       "\n",
+       ".xr-icon-database,\n",
+       ".xr-icon-file-text2,\n",
+       ".xr-no-icon {\n",
+       "  display: inline-block;\n",
+       "  vertical-align: middle;\n",
+       "  width: 1em;\n",
+       "  height: 1.5em !important;\n",
+       "  stroke-width: 0;\n",
+       "  stroke: currentColor;\n",
+       "  fill: currentColor;\n",
+       "}\n",
+       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 6MB\n",
+       "Dimensions:       (latitude: 8, longitude: 10, time: 8760)\n",
+       "Coordinates:\n",
+       "  * latitude      (latitude) float64 64B 39.41 39.45 39.53 ... 39.69 39.81 39.89\n",
+       "  * longitude     (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
+       "  * time          (time) datetime64[ns] 70kB 2001-01-01 ... 2001-12-31T23:00:00\n",
+       "Data variables:\n",
+       "    temperatures  (time, latitude, longitude) float64 6MB nan nan ... nan nan\n",
+       "    avg_temp      (latitude, longitude) float64 640B nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-326f853f-22d5-423d-aab7-a8e2da2cb75d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-326f853f-22d5-423d-aab7-a8e2da2cb75d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-b45287ac-b188-4b53-9ef1-3b9708c00672' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b45287ac-b188-4b53-9ef1-3b9708c00672' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-605c0306-95e8-46a2-86bf-3dbb754cb857' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-605c0306-95e8-46a2-86bf-3dbb754cb857' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-32de4293-1e9b-42d2-a819-b80e3a772aca' class='xr-var-data-in' type='checkbox'><label for='data-32de4293-1e9b-42d2-a819-b80e3a772aca' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-1cc489e1-6d3f-40e1-9258-b10448b0ce4f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1cc489e1-6d3f-40e1-9258-b10448b0ce4f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08e68d6e-2324-447d-bb50-e79c0487375b' class='xr-var-data-in' type='checkbox'><label for='data-08e68d6e-2324-447d-bb50-e79c0487375b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
+       "       -105.94, -105.86])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2001-01-01 ... 2001-12-31T23:00:00</div><input id='attrs-77ed4f09-b797-4cbd-a298-8e591efbb74e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-77ed4f09-b797-4cbd-a298-8e591efbb74e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a451358-01ad-432e-baed-f1cb55fc4740' class='xr-var-data-in' type='checkbox'><label for='data-4a451358-01ad-432e-baed-f1cb55fc4740' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2001-01-01T00:00:00.000000000&#x27;, &#x27;2001-01-01T01:00:00.000000000&#x27;,\n",
+       "       &#x27;2001-01-01T02:00:00.000000000&#x27;, ..., &#x27;2001-12-31T21:00:00.000000000&#x27;,\n",
+       "       &#x27;2001-12-31T22:00:00.000000000&#x27;, &#x27;2001-12-31T23:00:00.000000000&#x27;],\n",
+       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-291d2107-f9cc-4926-a80c-896fbb418def' class='xr-section-summary-in' type='checkbox'  checked><label for='section-291d2107-f9cc-4926-a80c-896fbb418def' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temperatures</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-3caeb771-7c0d-4b72-8e13-4eca60184f87' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3caeb771-7c0d-4b72-8e13-4eca60184f87' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25e3d96a-b7e3-4d9e-aba8-95680069810b' class='xr-var-data-in' type='checkbox'><label for='data-25e3d96a-b7e3-4d9e-aba8-95680069810b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, 80., nan],\n",
+       "        ...,\n",
+       "        [nan, nan, 80., ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [80., 80., nan, ..., nan, nan, nan]],\n",
+       "\n",
+       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, 80., nan],\n",
+       "        ...,\n",
+       "        [nan, nan, 80., ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [80., 80., nan, ..., nan, nan, nan]],\n",
+       "\n",
+       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, 80., nan],\n",
+       "        ...,\n",
+       "...\n",
+       "        ...,\n",
+       "        [nan, nan, 80., ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [80., 80., nan, ..., nan, nan, nan]],\n",
+       "\n",
+       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, 80., nan],\n",
+       "        ...,\n",
+       "        [nan, nan, 80., ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [80., 80., nan, ..., nan, nan, nan]],\n",
+       "\n",
+       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, 80., nan],\n",
+       "        ...,\n",
+       "        [nan, nan, 80., ..., nan, nan, nan],\n",
+       "        [nan, nan, nan, ..., nan, nan, nan],\n",
+       "        [80., 80., nan, ..., nan, nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>avg_temp</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-f689eb30-7cea-499e-acc7-d48fc92b747f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f689eb30-7cea-499e-acc7-d48fc92b747f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4ca6e28-3668-46f5-bf9b-a4d09ffa3b75' class='xr-var-data-in' type='checkbox'><label for='data-f4ca6e28-3668-46f5-bf9b-a4d09ffa3b75' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, nan, 80., nan, 80., nan, nan, nan],\n",
+       "       [nan, nan, nan, nan, nan, 80., nan, nan, nan, nan],\n",
+       "       [nan, nan, nan, nan, nan, nan, nan, nan, 80., nan],\n",
+       "       [nan, nan, nan, nan, nan, nan, nan, nan, nan, 80.],\n",
+       "       [nan, nan, nan, nan, nan, nan, nan, 80., nan, nan],\n",
+       "       [nan, nan, 80., nan, nan, nan, nan, nan, nan, nan],\n",
+       "       [nan, nan, nan, 80., 80., nan, nan, nan, nan, nan],\n",
+       "       [80., 80., nan, nan, nan, nan, nan, nan, nan, nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a40076b4-e61c-4823-979a-28d89c83965c' class='xr-section-summary-in' type='checkbox'  ><label for='section-a40076b4-e61c-4823-979a-28d89c83965c' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-91586b5a-18fc-44d4-9606-5f8bb1fe4cdc' class='xr-index-data-in' type='checkbox'/><label for='index-91586b5a-18fc-44d4-9606-5f8bb1fe4cdc' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2001-01-01 00:00:00&#x27;, &#x27;2001-01-01 01:00:00&#x27;,\n",
+       "               &#x27;2001-01-01 02:00:00&#x27;, &#x27;2001-01-01 03:00:00&#x27;,\n",
+       "               &#x27;2001-01-01 04:00:00&#x27;, &#x27;2001-01-01 05:00:00&#x27;,\n",
+       "               &#x27;2001-01-01 06:00:00&#x27;, &#x27;2001-01-01 07:00:00&#x27;,\n",
+       "               &#x27;2001-01-01 08:00:00&#x27;, &#x27;2001-01-01 09:00:00&#x27;,\n",
+       "               ...\n",
+       "               &#x27;2001-12-31 14:00:00&#x27;, &#x27;2001-12-31 15:00:00&#x27;,\n",
+       "               &#x27;2001-12-31 16:00:00&#x27;, &#x27;2001-12-31 17:00:00&#x27;,\n",
+       "               &#x27;2001-12-31 18:00:00&#x27;, &#x27;2001-12-31 19:00:00&#x27;,\n",
+       "               &#x27;2001-12-31 20:00:00&#x27;, &#x27;2001-12-31 21:00:00&#x27;,\n",
+       "               &#x27;2001-12-31 22:00:00&#x27;, &#x27;2001-12-31 23:00:00&#x27;],\n",
+       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a682ae83-0e4f-4ec0-aec5-fcdd6355ee04' class='xr-index-data-in' type='checkbox'/><label for='index-a682ae83-0e4f-4ec0-aec5-fcdd6355ee04' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-26067d52-7383-4cef-8f7b-959c73d37a3a' class='xr-index-data-in' type='checkbox'/><label for='index-26067d52-7383-4cef-8f7b-959c73d37a3a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
+       "       -105.94, -105.86],\n",
+       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8ad977d7-2cfe-43a9-b04f-11fa6c265c6f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8ad977d7-2cfe-43a9-b04f-11fa6c265c6f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
+      ],
+      "text/plain": [
+       "<xarray.Dataset> Size: 6MB\n",
+       "Dimensions:       (latitude: 8, longitude: 10, time: 8760)\n",
+       "Coordinates:\n",
+       "  * latitude      (latitude) float64 64B 39.41 39.45 39.53 ... 39.69 39.81 39.89\n",
+       "  * longitude     (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
+       "  * time          (time) datetime64[ns] 70kB 2001-01-01 ... 2001-12-31T23:00:00\n",
+       "Data variables:\n",
+       "    temperatures  (time, latitude, longitude) float64 6MB nan nan ... nan nan\n",
+       "    avg_temp      (latitude, longitude) float64 640B nan nan nan ... nan nan nan"
+      ]
+     },
+     "execution_count": 51,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "template = pvdeg.geospatial.output_template(\n",
+    "    ds_gids=GEO_WEATHER,\n",
+    "    shapes={\n",
+    "        'temperatures': ('gid', 'time'),\n",
+    "        'avg_temp' : ('gid',),\n",
+    "    }\n",
+    ")\n",
+    "\n",
+    "\n",
+    "pvdeg.geospatial.analysis(\n",
+    "    weather_ds=GEO_WEATHER,\n",
+    "    meta_df=GEO_META,\n",
+    "    func=mixed_res_dataset,\n",
+    "    template=template\n",
+    ")"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
diff --git a/tests/test_geospatial.py b/tests/test_geospatial.py
index 590108a5..036d8909 100644
--- a/tests/test_geospatial.py
+++ b/tests/test_geospatial.py
@@ -6,6 +6,8 @@
 import xarray as xr
 import os
 
+import pytest
+
 # NOTE ON UNCHUNKED INPUTS FOR TESTING
 # The output template result will always be chunked (because they are dask arrays)
 # this is fine for unchunked inputs if the number of chunks along all axes is 1
@@ -13,8 +15,7 @@
 
 GEO_META = pd.read_csv(os.path.join(TEST_DATA_DIR, "summit-meta.csv"), index_col=0)
 
-with open(os.path.join(TEST_DATA_DIR, "summit-weather.pkl"), "rb") as f:
-    GEO_WEATHER = pickle.load(f)  # unchunked
+GEO_WEATHER = xr.load_dataset(os.path.join(pvdeg.TEST_DATA_DIR, "summit-weather.nc"))
 
 HUMIDITY_TEMPLATE = xr.open_dataset(
     os.path.join(TEST_DATA_DIR, "humidity_template.nc"), engine="h5netcdf"
@@ -125,3 +126,71 @@ def test_output_template_chunked():
     assert pvdeg.utilities.compare_templates(
         chunked_template, HUMIDITY_TEMPLATE.chunk({"gid": 3})
     )
+
+def mixed_res_dict(weather_df, meta):
+    """
+    geospatial test function. returns have mixed dimensions. they are returned in dictionary form
+    the first key value is a timeseries, the second key value is a float.
+    """
+
+    timeseries_df = pd.DataFrame(pvdeg.temperature.module(weather_df, meta))
+    avg_temp = timeseries_df[0].mean()
+
+    return {'temperatures' : timeseries_df, 'avg_temp' : avg_temp}
+
+def mixed_res_dataset(weather_df, meta):
+    """
+    geospatial test function. returns have mixed dimensions. which are correctly stored in a xr.Dataset
+    """
+
+    return xr.Dataset(
+        data_vars={
+            "temperatures" : (('time'), np.full((8760,), fill_value=80)),
+            "avg_temp": 80
+        },
+        coords={
+            'time' : pd.date_range(start="2001-01-01", periods=8760, freq='1h')
+        }
+    )
+
+
+# functions must have homogenous return shapes
+# see decorators.geospatial_quick_shape for documentation
+# however it is possible to work around this
+def test_mixed_res_dict():
+
+    # dict template with varing dimensions
+    mixed_res_dict_template = pvdeg.geospatial.output_template(
+        ds_gids=GEO_WEATHER,
+        shapes={
+            'temperatures': ('gid', 'time'),
+            'avg_temp' : ('gid',),
+        }
+    )
+
+    with pytest.raises(NotImplementedError, match=r"function return type: <class 'dict'> not available for geospatial analysis yet"):
+        pvdeg.geospatial.analysis(
+            weather_ds=GEO_WEATHER,
+            meta_df=GEO_META,
+            func=mixed_res_dict,
+            template=mixed_res_dict_template 
+        )
+    
+# this should not raise any errors
+def test_mixed_res_dataset():
+    template = pvdeg.geospatial.output_template(
+        ds_gids=GEO_WEATHER,
+        shapes={
+            'temperatures': ('gid', 'time'),
+            'avg_temp' : ('gid',),
+        }
+    )
+
+    res = pvdeg.geospatial.analysis(
+        weather_ds=GEO_WEATHER,
+        meta_df=GEO_META,
+        func=mixed_res_dataset,
+        template=template
+    )
+
+    assert isinstance(res, xr.Dataset)
\ No newline at end of file

From 984e84b057746cd79ec23f4294a6b7618ff8d04b Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Thu, 13 Feb 2025 13:34:35 -0700
Subject: [PATCH 106/109] Distributed Load PVGIS, NSRDB -> tutorials

---
 .../tutorials_and_tools}/load_nsrdb_distributed.ipynb             | 0
 .../tutorials_and_tools}/load_pvgis_distributed.ipynb             | 0
 2 files changed, 0 insertions(+), 0 deletions(-)
 rename {scripts => tutorials_and_tools/tutorials_and_tools}/load_nsrdb_distributed.ipynb (100%)
 rename {scripts => tutorials_and_tools/tutorials_and_tools}/load_pvgis_distributed.ipynb (100%)

diff --git a/scripts/load_nsrdb_distributed.ipynb b/tutorials_and_tools/tutorials_and_tools/load_nsrdb_distributed.ipynb
similarity index 100%
rename from scripts/load_nsrdb_distributed.ipynb
rename to tutorials_and_tools/tutorials_and_tools/load_nsrdb_distributed.ipynb
diff --git a/scripts/load_pvgis_distributed.ipynb b/tutorials_and_tools/tutorials_and_tools/load_pvgis_distributed.ipynb
similarity index 100%
rename from scripts/load_pvgis_distributed.ipynb
rename to tutorials_and_tools/tutorials_and_tools/load_pvgis_distributed.ipynb

From 0375432b4ca87825f9a90f77424a204b1d477a75 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Tue, 18 Feb 2025 17:08:42 -0700
Subject: [PATCH 107/109] add new logo to readme

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 4df399a7..0837bdc5 100644
--- a/README.md
+++ b/README.md
@@ -1,4 +1,4 @@
-<img src="tutorials_and_tools/pvdeg_logo.png" width="200">
+<img src="docs/source/_static/logo-vectors/PVdeg-Logo-Horiz-Color.svg" width="600">  
 
 <table>
 <tr>

From de43e65d7aa89d81b6c8f65fbfc277104fc46682 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Wed, 19 Feb 2025 10:22:34 -0700
Subject: [PATCH 108/109] plot sparse analysis resolution arg

---
 pvdeg/geospatial.py | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/pvdeg/geospatial.py b/pvdeg/geospatial.py
index 9facab49..8a4b3186 100644
--- a/pvdeg/geospatial.py
+++ b/pvdeg/geospatial.py
@@ -1128,13 +1128,13 @@ def plot_sparse_analysis(
     result: xr.Dataset, 
     data_var: str, 
     method="nearest", 
-    res=100j, 
+    resolution=100j, 
     cmap='viridis',
     ax=None
 
 ) -> None:
     grid_values, lat, lon = interpolate_analysis(
-        result=result, data_var=data_var, method=method, res=res
+        result=result, data_var=data_var, method=method, resolution=resolution
     )
 
     if ax is None:

From a2db64cd5922a9fe42087a01d4de9c86c25fd9e1 Mon Sep 17 00:00:00 2001
From: tobin-ford <tford@nrel.gov>
Date: Wed, 19 Feb 2025 15:57:38 -0700
Subject: [PATCH 109/109] monkeypatch bypass psm3 api calls in scenario test

---
 pvdeg/scenario.py             |    2 +-
 tests/data/test-scenario.json |    4 +-
 tests/sandbox.ipynb           | 1652 +++++----------------------------
 tests/test_scenario.py        |   60 +-
 4 files changed, 308 insertions(+), 1410 deletions(-)

diff --git a/pvdeg/scenario.py b/pvdeg/scenario.py
index dbf9f42e..5629a115 100644
--- a/pvdeg/scenario.py
+++ b/pvdeg/scenario.py
@@ -116,7 +116,7 @@ def compare_ordereddict_values(od1, od2):
             and self.path == other.path
             and np.array_equal(self.gids, other.gids)
             and self.modules == other.modules
-            and compare_ordereddict_values(self.pipeline, other.pipeline)
+            and compare_ordereddict_values(self.pipeline, other.pipeline) # keys are random
             and self.file == other.file
             and self.results == other.results
             and (
diff --git a/tests/data/test-scenario.json b/tests/data/test-scenario.json
index 387888f8..6f45c887 100644
--- a/tests/data/test-scenario.json
+++ b/tests/data/test-scenario.json
@@ -40,6 +40,6 @@
             "qualified_function": "pvdeg.standards.standoff"
         }
     },
-    "email": "user@mail.com",
-    "api_key": "DEMO_KEY"
+    "email": "placeholder@email.xxx",
+    "api_key": "fake_key"
 }
diff --git a/tests/sandbox.ipynb b/tests/sandbox.ipynb
index 7d25aebc..f530d7fe 100644
--- a/tests/sandbox.ipynb
+++ b/tests/sandbox.ipynb
@@ -10,6 +10,41 @@
     "***"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import json\n",
+    "import pandas as pd\n",
+    "import pvdeg\n",
+    "from pytest import approx\n",
+    "from pvdeg import TEST_DATA_DIR"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "pd.read_csv(os.path.join(TEST_DATA_DIR,\"weather_\" ))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "PSM_FILE = os.path.join(TEST_DATA_DIR, r\"psm3_pytest.csv\")\n",
+    "weather_df, meta = pvdeg.weather.read(PSM_FILE, \"psm\")\n",
+    "\n",
+    "weather_df\n"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -419,7 +454,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 17,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -583,7 +618,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -603,7 +638,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 6,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -628,7 +663,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 1,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -646,7 +681,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 19,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -673,7 +708,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 21,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -702,7 +737,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 22,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -722,7 +757,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -752,7 +787,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -796,7 +831,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -813,24 +848,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 3,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "Failed",
-     "evalue": "Invalid regex pattern provided to 'match': incomplete escape \\U at position 46",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mFailed\u001b[0m                                    Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[3], line 10\u001b[0m\n\u001b[0;32m      4\u001b[0m invalid_name_or_alias \u001b[38;5;241m=\u001b[39m \u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mnamenotindict\u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      5\u001b[0m expected_error_message \u001b[38;5;241m=\u001b[39m (\n\u001b[0;32m      6\u001b[0m     \u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname_or_alias: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00minvalid_name_or_alias\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not in JSON at \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      7\u001b[0m     \u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mos\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(DATA_DIR,\u001b[38;5;250m \u001b[39mpvdeg\u001b[38;5;241m.\u001b[39mutilities\u001b[38;5;241m.\u001b[39mpvdeg_datafiles[pvdeg_file])\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      8\u001b[0m )\n\u001b[1;32m---> 10\u001b[0m \u001b[38;5;28;01mwith\u001b[39;00m \u001b[43mpytest\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mraises\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;167;43;01mValueError\u001b[39;49;00m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mmatch\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mexpected_error_message\u001b[49m\u001b[43m)\u001b[49m:\n\u001b[0;32m     11\u001b[0m     pvdeg\u001b[38;5;241m.\u001b[39mutilities\u001b[38;5;241m.\u001b[39msearch_json(pvdeg_file\u001b[38;5;241m=\u001b[39mpvdeg_file, name_or_alias\u001b[38;5;241m=\u001b[39minvalid_name_or_alias)\n",
-      "    \u001b[1;31m[... skipping hidden 1 frame]\u001b[0m\n",
-      "File \u001b[1;32mc:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\_pytest\\python_api.py:997\u001b[0m, in \u001b[0;36mRaisesContext.__init__\u001b[1;34m(self, expected_exception, message, match_expr)\u001b[0m\n\u001b[0;32m    995\u001b[0m     re_error \u001b[38;5;241m=\u001b[39m e\n\u001b[0;32m    996\u001b[0m \u001b[38;5;28;01mif\u001b[39;00m re_error \u001b[38;5;129;01mis\u001b[39;00m \u001b[38;5;129;01mnot\u001b[39;00m \u001b[38;5;28;01mNone\u001b[39;00m:\n\u001b[1;32m--> 997\u001b[0m     \u001b[43mfail\u001b[49m\u001b[43m(\u001b[49m\u001b[38;5;124;43mf\u001b[39;49m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[38;5;124;43mInvalid regex pattern provided to \u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43mmatch\u001b[39;49m\u001b[38;5;124;43m'\u001b[39;49m\u001b[38;5;124;43m: \u001b[39;49m\u001b[38;5;132;43;01m{\u001b[39;49;00m\u001b[43mre_error\u001b[49m\u001b[38;5;132;43;01m}\u001b[39;49;00m\u001b[38;5;124;43m\"\u001b[39;49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[1;32mc:\\Users\\tford\\AppData\\Local\\miniconda3\\envs\\deg\\lib\\site-packages\\_pytest\\outcomes.py:178\u001b[0m, in \u001b[0;36mfail\u001b[1;34m(reason, pytrace)\u001b[0m\n\u001b[0;32m    165\u001b[0m \u001b[38;5;250m\u001b[39m\u001b[38;5;124;03m\"\"\"Explicitly fail an executing test with the given message.\u001b[39;00m\n\u001b[0;32m    166\u001b[0m \n\u001b[0;32m    167\u001b[0m \u001b[38;5;124;03m:param reason:\u001b[39;00m\n\u001b[1;32m   (...)\u001b[0m\n\u001b[0;32m    175\u001b[0m \u001b[38;5;124;03m    The exception that is raised.\u001b[39;00m\n\u001b[0;32m    176\u001b[0m \u001b[38;5;124;03m\"\"\"\u001b[39;00m\n\u001b[0;32m    177\u001b[0m __tracebackhide__ \u001b[38;5;241m=\u001b[39m \u001b[38;5;28;01mTrue\u001b[39;00m\n\u001b[1;32m--> 178\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m Failed(msg\u001b[38;5;241m=\u001b[39mreason, pytrace\u001b[38;5;241m=\u001b[39mpytrace)\n",
-      "\u001b[1;31mFailed\u001b[0m: Invalid regex pattern provided to 'match': incomplete escape \\U at position 46"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "from pvdeg import DATA_DIR\n",
     "\n",
@@ -847,21 +867,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 2,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "NameError",
-     "evalue": "name 'invalid_name_or_alias' is not defined",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mNameError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[2], line 2\u001b[0m\n\u001b[0;32m      1\u001b[0m expected_error_message \u001b[38;5;241m=\u001b[39m (\n\u001b[1;32m----> 2\u001b[0m     \u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname_or_alias: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00minvalid_name_or_alias\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not in JSON at \u001b[39m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      3\u001b[0m     \u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;132;01m{\u001b[39;00mos\u001b[38;5;241m.\u001b[39mpath\u001b[38;5;241m.\u001b[39mjoin(DATA_DIR,\u001b[38;5;250m \u001b[39mpvdeg\u001b[38;5;241m.\u001b[39mutilities\u001b[38;5;241m.\u001b[39mpvdeg_datafiles[pvdeg_file])\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m\n\u001b[0;32m      4\u001b[0m )\n",
-      "\u001b[1;31mNameError\u001b[0m: name 'invalid_name_or_alias' is not defined"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "\n",
     "expected_error_message = (\n",
@@ -872,49 +880,25 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 4,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "'name_or_alias: namenotindict not in JSON at C:\\\\Users\\\\tford\\\\dev\\\\PVDegradationTools\\\\pvdeg\\\\data\\\\H2Opermeation.json'"
-      ]
-     },
-     "execution_count": 4,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "expected_error_message"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 5,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "ename": "TypeError",
-     "evalue": "'module' object is not callable",
-     "output_type": "error",
-     "traceback": [
-      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
-      "\u001b[1;31mTypeError\u001b[0m                                 Traceback (most recent call last)",
-      "Cell \u001b[1;32mIn[5], line 1\u001b[0m\n\u001b[1;32m----> 1\u001b[0m \u001b[43mpvdeg\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43mutilities\u001b[49m\u001b[38;5;241;43m.\u001b[39;49m\u001b[43msearch_json\u001b[49m\u001b[43m(\u001b[49m\u001b[43mpvdeg_file\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43mpvdeg_file\u001b[49m\u001b[43m,\u001b[49m\u001b[43m \u001b[49m\u001b[43mname_or_alias\u001b[49m\u001b[38;5;241;43m=\u001b[39;49m\u001b[43minvalid_name_or_alias\u001b[49m\u001b[43m)\u001b[49m\n",
-      "File \u001b[1;32m~\\dev\\PVDegradationTools\\pvdeg\\utilities.py:1437\u001b[0m, in \u001b[0;36msearch_json\u001b[1;34m(pvdeg_file, fp, name_or_alias)\u001b[0m\n\u001b[0;32m   1434\u001b[0m         \u001b[38;5;28;01mif\u001b[39;00m (subdict[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m name_or_alias \u001b[38;5;129;01mor\u001b[39;00m subdict[\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124malias\u001b[39m\u001b[38;5;124m\"\u001b[39m] \u001b[38;5;241m==\u001b[39m name_or_alias):\n\u001b[0;32m   1435\u001b[0m             \u001b[38;5;28;01mreturn\u001b[39;00m key\n\u001b[1;32m-> 1437\u001b[0m \u001b[38;5;28;01mraise\u001b[39;00m \u001b[38;5;167;01mValueError\u001b[39;00m(\u001b[38;5;124mrf\u001b[39m\u001b[38;5;124m\"\u001b[39m\u001b[38;5;124mname_or_alias: \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mname_or_alias\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m not in JSON at \u001b[39m\u001b[38;5;132;01m{\u001b[39;00mos\u001b[38;5;241m.\u001b[39mpath(fp)\u001b[38;5;132;01m}\u001b[39;00m\u001b[38;5;124m\"\u001b[39m)\n",
-      "\u001b[1;31mTypeError\u001b[0m: 'module' object is not callable"
-     ]
-    }
-   ],
+   "outputs": [],
    "source": [
     "pvdeg.utilities.search_json(pvdeg_file=pvdeg_file, name_or_alias=invalid_name_or_alias)"
    ]
   },
   {
    "cell_type": "code",
-   "execution_count": 9,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -929,7 +913,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -956,423 +940,9 @@
   },
   {
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-   "execution_count": 32,
+   "execution_count": null,
    "metadata": {},
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-       "    wind_speed         (time) float64 140kB 0.6 0.6 0.6 0.6 ... 0.8 0.7 0.6 0.6\n",
-       "    dhi                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 106.0 47.0 22.0\n",
-       "    ghi                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 111.0 47.0 23.0\n",
-       "    dni                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 26.0 2.0 21.0\n",
-       "    relative_humidity  (time) float64 140kB 99.93 100.0 100.0 ... 100.0 100.0</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-d2419bb3-7b90-40f4-b3c7-648622f66ef3' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-d2419bb3-7b90-40f4-b3c7-648622f66ef3' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 17520</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-34d54d85-a8f7-4014-8830-f4313f99fbe6' class='xr-section-summary-in' type='checkbox'  checked><label for='section-34d54d85-a8f7-4014-8830-f4313f99fbe6' class='xr-section-summary' >Coordinates: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>gid</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int64</div><div class='xr-var-preview xr-preview'>449211</div><input id='attrs-41b22920-eae1-4bb5-8977-d681c6c16608' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-41b22920-eae1-4bb5-8977-d681c6c16608' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-34bfae6b-3636-4ae9-8dff-37fd615a0222' class='xr-var-data-in' type='checkbox'><label for='data-34bfae6b-3636-4ae9-8dff-37fd615a0222' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(449211, dtype=int64)</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2022-01-01 ... 2022-12-31T23:30:00</div><input id='attrs-4d5807d1-977a-4a2e-a31c-70a9cf8d2259' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-4d5807d1-977a-4a2e-a31c-70a9cf8d2259' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-ea8ef5d0-e3a6-49cc-b9d4-7aa5f6002f9d' class='xr-var-data-in' type='checkbox'><label for='data-ea8ef5d0-e3a6-49cc-b9d4-7aa5f6002f9d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2022-01-01T00:00:00.000000000&#x27;, &#x27;2022-01-01T00:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-01-01T01:00:00.000000000&#x27;, ..., &#x27;2022-12-31T22:30:00.000000000&#x27;,\n",
-       "       &#x27;2022-12-31T23:00:00.000000000&#x27;, &#x27;2022-12-31T23:30:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-3b688d2d-7633-4052-8bbe-9d50d8dd174a' class='xr-section-summary-in' type='checkbox'  checked><label for='section-3b688d2d-7633-4052-8bbe-9d50d8dd174a' class='xr-section-summary' >Data variables: <span>(6)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temp_air</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-12.0 -12.4 -12.7 ... -4.1 -4.1</div><input id='attrs-27d2005c-100c-410f-9db5-a753b97ba531' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-27d2005c-100c-410f-9db5-a753b97ba531' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-83ee7396-9b41-446a-9aa6-aa7eb8996065' class='xr-var-data-in' type='checkbox'><label for='data-83ee7396-9b41-446a-9aa6-aa7eb8996065' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-12. , -12.4, -12.7, ...,  -3.6,  -4.1,  -4.1])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>wind_speed</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.6 0.6 0.6 0.6 ... 0.8 0.7 0.6 0.6</div><input id='attrs-6d68fae1-c11a-4e09-a2eb-99625494d075' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-6d68fae1-c11a-4e09-a2eb-99625494d075' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-658a126d-620c-4128-bafc-65926e6cb1fc' class='xr-var-data-in' type='checkbox'><label for='data-658a126d-620c-4128-bafc-65926e6cb1fc' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([0.6, 0.6, 0.6, ..., 0.7, 0.6, 0.6])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dhi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 106.0 47.0 22.0</div><input id='attrs-60a9cbb2-4286-46f9-9492-b05b4740baed' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-60a9cbb2-4286-46f9-9492-b05b4740baed' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f570306d-3f7d-46e7-894f-f82cab0c996d' class='xr-var-data-in' type='checkbox'><label for='data-f570306d-3f7d-46e7-894f-f82cab0c996d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([  0.,   0.,   0., ..., 106.,  47.,  22.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>ghi</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 111.0 47.0 23.0</div><input id='attrs-a736eafd-243a-414e-ae2f-dd299da16b3b' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-a736eafd-243a-414e-ae2f-dd299da16b3b' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-42206f3d-9974-44bb-9f1d-d98a8428981d' class='xr-var-data-in' type='checkbox'><label for='data-42206f3d-9974-44bb-9f1d-d98a8428981d' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([  0.,   0.,   0., ..., 111.,  47.,  23.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>dni</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>0.0 0.0 0.0 0.0 ... 26.0 2.0 21.0</div><input id='attrs-03f1e4cb-3bce-47b7-964d-f57888effbcc' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-03f1e4cb-3bce-47b7-964d-f57888effbcc' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-97ff95f6-29e8-4c36-ae53-9dcde7129379' class='xr-var-data-in' type='checkbox'><label for='data-97ff95f6-29e8-4c36-ae53-9dcde7129379' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 0.,  0.,  0., ..., 26.,  2., 21.])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>relative_humidity</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>99.93 100.0 100.0 ... 100.0 100.0</div><input id='attrs-d86045c8-7991-42bc-b95b-84433f9c267e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-d86045c8-7991-42bc-b95b-84433f9c267e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-2475406a-9938-4ac3-be56-5a3d5a52dd2a' class='xr-var-data-in' type='checkbox'><label for='data-2475406a-9938-4ac3-be56-5a3d5a52dd2a' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([ 99.93, 100.  , 100.  , ..., 100.  , 100.  , 100.  ])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-04879800-ca04-4eae-b374-8b507902b928' class='xr-section-summary-in' type='checkbox'  ><label for='section-04879800-ca04-4eae-b374-8b507902b928' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-8104dc01-057f-4f13-867e-f34d99b0f5fb' class='xr-index-data-in' type='checkbox'/><label for='index-8104dc01-057f-4f13-867e-f34d99b0f5fb' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2022-01-01 00:00:00&#x27;, &#x27;2022-01-01 00:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 01:00:00&#x27;, &#x27;2022-01-01 01:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 02:00:00&#x27;, &#x27;2022-01-01 02:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 03:00:00&#x27;, &#x27;2022-01-01 03:30:00&#x27;,\n",
-       "               &#x27;2022-01-01 04:00:00&#x27;, &#x27;2022-01-01 04:30:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2022-12-31 19:00:00&#x27;, &#x27;2022-12-31 19:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 20:00:00&#x27;, &#x27;2022-12-31 20:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 21:00:00&#x27;, &#x27;2022-12-31 21:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 22:00:00&#x27;, &#x27;2022-12-31 22:30:00&#x27;,\n",
-       "               &#x27;2022-12-31 23:00:00&#x27;, &#x27;2022-12-31 23:30:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=17520, freq=None))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-517a9b94-01f0-4b4f-b32a-3490eae9b00e' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-517a9b94-01f0-4b4f-b32a-3490eae9b00e' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 981kB\n",
-       "Dimensions:            (time: 17520)\n",
-       "Coordinates:\n",
-       "    gid                int64 8B 449211\n",
-       "  * time               (time) datetime64[ns] 140kB 2022-01-01 ... 2022-12-31T...\n",
-       "Data variables:\n",
-       "    temp_air           (time) float64 140kB -12.0 -12.4 -12.7 ... -3.6 -4.1 -4.1\n",
-       "    wind_speed         (time) float64 140kB 0.6 0.6 0.6 0.6 ... 0.8 0.7 0.6 0.6\n",
-       "    dhi                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 106.0 47.0 22.0\n",
-       "    ghi                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 111.0 47.0 23.0\n",
-       "    dni                (time) float64 140kB 0.0 0.0 0.0 0.0 ... 26.0 2.0 21.0\n",
-       "    relative_humidity  (time) float64 140kB 99.93 100.0 100.0 ... 100.0 100.0"
-      ]
-     },
-     "execution_count": 32,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "GEO_WEATHER.isel(gid=0)"
    ]
@@ -1381,429 +951,14 @@
    "cell_type": "code",
    "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/plain": [
-       "array([80, 80, 80, ..., 80, 80, 80])"
-      ]
-     },
-     "execution_count": 46,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": []
   },
   {
    "cell_type": "code",
-   "execution_count": 48,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "data": {
-      "text/html": [
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-       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
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-       "  --xr-background-color: var(--jp-layout-color0, white);\n",
-       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
-       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
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-       "\n",
-       "html[theme=dark],\n",
-       "html[data-theme=dark],\n",
-       "body[data-theme=dark],\n",
-       "body.vscode-dark {\n",
-       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
-       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
-       "  --xr-font-color3: rgba(255, 255, 255, 0.38);\n",
-       "  --xr-border-color: #1F1F1F;\n",
-       "  --xr-disabled-color: #515151;\n",
-       "  --xr-background-color: #111111;\n",
-       "  --xr-background-color-row-even: #111111;\n",
-       "  --xr-background-color-row-odd: #313131;\n",
-       "}\n",
-       "\n",
-       ".xr-wrap {\n",
-       "  display: block !important;\n",
-       "  min-width: 300px;\n",
-       "  max-width: 700px;\n",
-       "}\n",
-       "\n",
-       ".xr-text-repr-fallback {\n",
-       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
-       "  display: none;\n",
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-       "\n",
-       ".xr-header {\n",
-       "  padding-top: 6px;\n",
-       "  padding-bottom: 6px;\n",
-       "  margin-bottom: 4px;\n",
-       "  border-bottom: solid 1px var(--xr-border-color);\n",
-       "}\n",
-       "\n",
-       ".xr-header > div,\n",
-       ".xr-header > ul {\n",
-       "  display: inline;\n",
-       "  margin-top: 0;\n",
-       "  margin-bottom: 0;\n",
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-       "\n",
-       ".xr-obj-type,\n",
-       ".xr-array-name {\n",
-       "  margin-left: 2px;\n",
-       "  margin-right: 10px;\n",
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-       "\n",
-       ".xr-obj-type {\n",
-       "  color: var(--xr-font-color2);\n",
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-       "\n",
-       ".xr-sections {\n",
-       "  padding-left: 0 !important;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
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-       "\n",
-       ".xr-section-item {\n",
-       "  display: contents;\n",
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-       "\n",
-       ".xr-section-item input {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input + label {\n",
-       "  color: var(--xr-disabled-color);\n",
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-       "\n",
-       ".xr-section-item input:enabled + label {\n",
-       "  cursor: pointer;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-section-item input:enabled + label:hover {\n",
-       "  color: var(--xr-font-color0);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary {\n",
-       "  grid-column: 1;\n",
-       "  color: var(--xr-font-color2);\n",
-       "  font-weight: 500;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary > span {\n",
-       "  display: inline-block;\n",
-       "  padding-left: 0.5em;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label {\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in + label:before {\n",
-       "  display: inline-block;\n",
-       "  content: '►';\n",
-       "  font-size: 11px;\n",
-       "  width: 15px;\n",
-       "  text-align: center;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label:before {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label:before {\n",
-       "  content: '▼';\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label > span {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary,\n",
-       ".xr-section-inline-details {\n",
-       "  padding-top: 4px;\n",
-       "  padding-bottom: 4px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-inline-details {\n",
-       "  grid-column: 2 / -1;\n",
-       "}\n",
-       "\n",
-       ".xr-section-details {\n",
-       "  display: none;\n",
-       "  grid-column: 1 / -1;\n",
-       "  margin-bottom: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 105kB\n",
-       "Dimensions:       (time: 8760)\n",
-       "Coordinates:\n",
-       "  * time          (time) datetime64[ns] 70kB 2001-01-01 ... 2001-12-31T23:00:00\n",
-       "Data variables:\n",
-       "    temperatures  (time) int32 35kB 80 80 80 80 80 80 80 ... 80 80 80 80 80 80\n",
-       "    avg_temp      int32 4B 80</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-eb0c3ea3-d596-4261-b337-ec0855de5776' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-eb0c3ea3-d596-4261-b337-ec0855de5776' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-caa74ed9-3cd8-4ede-8f68-6ec7a6499a0e' class='xr-section-summary-in' type='checkbox'  checked><label for='section-caa74ed9-3cd8-4ede-8f68-6ec7a6499a0e' class='xr-section-summary' >Coordinates: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2001-01-01 ... 2001-12-31T23:00:00</div><input id='attrs-0958f8d9-b92d-4fcd-a285-94f712e84b6d' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-0958f8d9-b92d-4fcd-a285-94f712e84b6d' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1b60dce6-5630-4ebc-a42e-69456e09f7d4' class='xr-var-data-in' type='checkbox'><label for='data-1b60dce6-5630-4ebc-a42e-69456e09f7d4' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2001-01-01T00:00:00.000000000&#x27;, &#x27;2001-01-01T01:00:00.000000000&#x27;,\n",
-       "       &#x27;2001-01-01T02:00:00.000000000&#x27;, ..., &#x27;2001-12-31T21:00:00.000000000&#x27;,\n",
-       "       &#x27;2001-12-31T22:00:00.000000000&#x27;, &#x27;2001-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-109c94f9-8f9f-4b88-a4cb-453f9fcf70d8' class='xr-section-summary-in' type='checkbox'  checked><label for='section-109c94f9-8f9f-4b88-a4cb-453f9fcf70d8' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temperatures</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>80 80 80 80 80 ... 80 80 80 80 80</div><input id='attrs-b3cd2aa7-6473-435e-9631-0b20b2457a1e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-b3cd2aa7-6473-435e-9631-0b20b2457a1e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-1dcf52e8-22f2-4238-87e9-add8cc7db494' class='xr-var-data-in' type='checkbox'><label for='data-1dcf52e8-22f2-4238-87e9-add8cc7db494' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([80, 80, 80, ..., 80, 80, 80])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>avg_temp</span></div><div class='xr-var-dims'>()</div><div class='xr-var-dtype'>int32</div><div class='xr-var-preview xr-preview'>80</div><input id='attrs-853bd1ad-791e-42ce-aa00-18ec7f6d59cb' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-853bd1ad-791e-42ce-aa00-18ec7f6d59cb' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-82665b19-775e-4c12-b4a9-fba4329e1edd' class='xr-var-data-in' type='checkbox'><label for='data-82665b19-775e-4c12-b4a9-fba4329e1edd' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array(80)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-c7db86cc-a610-4f1b-9514-fae355585bc3' class='xr-section-summary-in' type='checkbox'  ><label for='section-c7db86cc-a610-4f1b-9514-fae355585bc3' class='xr-section-summary' >Indexes: <span>(1)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-21113058-756c-4ffb-8d31-4c2cf0702d35' class='xr-index-data-in' type='checkbox'/><label for='index-21113058-756c-4ffb-8d31-4c2cf0702d35' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2001-01-01 00:00:00&#x27;, &#x27;2001-01-01 01:00:00&#x27;,\n",
-       "               &#x27;2001-01-01 02:00:00&#x27;, &#x27;2001-01-01 03:00:00&#x27;,\n",
-       "               &#x27;2001-01-01 04:00:00&#x27;, &#x27;2001-01-01 05:00:00&#x27;,\n",
-       "               &#x27;2001-01-01 06:00:00&#x27;, &#x27;2001-01-01 07:00:00&#x27;,\n",
-       "               &#x27;2001-01-01 08:00:00&#x27;, &#x27;2001-01-01 09:00:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2001-12-31 14:00:00&#x27;, &#x27;2001-12-31 15:00:00&#x27;,\n",
-       "               &#x27;2001-12-31 16:00:00&#x27;, &#x27;2001-12-31 17:00:00&#x27;,\n",
-       "               &#x27;2001-12-31 18:00:00&#x27;, &#x27;2001-12-31 19:00:00&#x27;,\n",
-       "               &#x27;2001-12-31 20:00:00&#x27;, &#x27;2001-12-31 21:00:00&#x27;,\n",
-       "               &#x27;2001-12-31 22:00:00&#x27;, &#x27;2001-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-df2e1c8d-2002-40a8-9ea2-0d18d1af1a77' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-df2e1c8d-2002-40a8-9ea2-0d18d1af1a77' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 105kB\n",
-       "Dimensions:       (time: 8760)\n",
-       "Coordinates:\n",
-       "  * time          (time) datetime64[ns] 70kB 2001-01-01 ... 2001-12-31T23:00:00\n",
-       "Data variables:\n",
-       "    temperatures  (time) int32 35kB 80 80 80 80 80 80 80 ... 80 80 80 80 80 80\n",
-       "    avg_temp      int32 4B 80"
-      ]
-     },
-     "execution_count": 48,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "xr.Dataset(\n",
     "    data_vars={\n",
@@ -1818,40 +973,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 36,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
-     "name": "stdout",
-     "output_type": "stream",
-     "text": [
-      "The array tilt angle was not provided, therefore the latitude tilt of 39.9 was used.\n",
-      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
-     ]
-    },
-    {
-     "data": {
-      "text/plain": [
-       "time\n",
-       "2022-01-01 00:00:00   -12.000000\n",
-       "2022-01-01 00:30:00   -12.400000\n",
-       "2022-01-01 01:00:00   -12.700000\n",
-       "2022-01-01 01:30:00   -13.000000\n",
-       "2022-01-01 02:00:00   -13.300000\n",
-       "                         ...    \n",
-       "2022-12-31 21:30:00     0.588357\n",
-       "2022-12-31 22:00:00     1.129164\n",
-       "2022-12-31 22:30:00    -0.681828\n",
-       "2022-12-31 23:00:00    -2.944016\n",
-       "2022-12-31 23:30:00    -3.356166\n",
-       "Name: 0, Length: 17520, dtype: float64"
-      ]
-     },
-     "execution_count": 36,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "mixed_res_dict(\n",
     "    GEO_WEATHER.isel(gid=0).to_dataframe(),\n",
@@ -1875,7 +999,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1885,7 +1009,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1900,7 +1024,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 49,
+   "execution_count": null,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -1922,467 +1046,9 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 51,
+   "execution_count": null,
    "metadata": {},
-   "outputs": [
-    {
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-       "<path d=\"M23 22h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
-       "<path d=\"M23 18h-14c-0.552 0-1-0.448-1-1s0.448-1 1-1h14c0.552 0 1 0.448 1 1s-0.448 1-1 1z\"></path>\n",
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-       "</defs>\n",
-       "</svg>\n",
-       "<style>/* CSS stylesheet for displaying xarray objects in jupyterlab.\n",
-       " *\n",
-       " */\n",
-       "\n",
-       ":root {\n",
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-       "  --xr-background-color-row-even: var(--jp-layout-color1, white);\n",
-       "  --xr-background-color-row-odd: var(--jp-layout-color2, #eeeeee);\n",
-       "}\n",
-       "\n",
-       "html[theme=dark],\n",
-       "html[data-theme=dark],\n",
-       "body[data-theme=dark],\n",
-       "body.vscode-dark {\n",
-       "  --xr-font-color0: rgba(255, 255, 255, 1);\n",
-       "  --xr-font-color2: rgba(255, 255, 255, 0.54);\n",
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-       "  --xr-border-color: #1F1F1F;\n",
-       "  --xr-disabled-color: #515151;\n",
-       "  --xr-background-color: #111111;\n",
-       "  --xr-background-color-row-even: #111111;\n",
-       "  --xr-background-color-row-odd: #313131;\n",
-       "}\n",
-       "\n",
-       ".xr-wrap {\n",
-       "  display: block !important;\n",
-       "  min-width: 300px;\n",
-       "  max-width: 700px;\n",
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-       "\n",
-       ".xr-text-repr-fallback {\n",
-       "  /* fallback to plain text repr when CSS is not injected (untrusted notebook) */\n",
-       "  display: none;\n",
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-       "\n",
-       ".xr-header {\n",
-       "  padding-top: 6px;\n",
-       "  padding-bottom: 6px;\n",
-       "  margin-bottom: 4px;\n",
-       "  border-bottom: solid 1px var(--xr-border-color);\n",
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-       "\n",
-       ".xr-header > div,\n",
-       ".xr-header > ul {\n",
-       "  display: inline;\n",
-       "  margin-top: 0;\n",
-       "  margin-bottom: 0;\n",
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-       "\n",
-       ".xr-obj-type,\n",
-       ".xr-array-name {\n",
-       "  margin-left: 2px;\n",
-       "  margin-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-obj-type {\n",
-       "  color: var(--xr-font-color2);\n",
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-       "\n",
-       ".xr-sections {\n",
-       "  padding-left: 0 !important;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 150px auto auto 1fr 20px 20px;\n",
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-       "\n",
-       ".xr-section-item {\n",
-       "  display: contents;\n",
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-       "\n",
-       ".xr-section-item input {\n",
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-       "\n",
-       ".xr-section-item input + label {\n",
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-       "\n",
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-       "\n",
-       ".xr-section-item input:enabled + label:hover {\n",
-       "  color: var(--xr-font-color0);\n",
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-       "\n",
-       ".xr-section-summary {\n",
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-       "  color: var(--xr-font-color2);\n",
-       "  font-weight: 500;\n",
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-       "\n",
-       ".xr-section-summary > span {\n",
-       "  display: inline-block;\n",
-       "  padding-left: 0.5em;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:disabled + label {\n",
-       "  color: var(--xr-font-color2);\n",
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-       "\n",
-       ".xr-section-summary-in + label:before {\n",
-       "  display: inline-block;\n",
-       "  content: '►';\n",
-       "  font-size: 11px;\n",
-       "  width: 15px;\n",
-       "  text-align: center;\n",
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-       "\n",
-       ".xr-section-summary-in:disabled + label:before {\n",
-       "  color: var(--xr-disabled-color);\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label:before {\n",
-       "  content: '▼';\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked + label > span {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary,\n",
-       ".xr-section-inline-details {\n",
-       "  padding-top: 4px;\n",
-       "  padding-bottom: 4px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-inline-details {\n",
-       "  grid-column: 2 / -1;\n",
-       "}\n",
-       "\n",
-       ".xr-section-details {\n",
-       "  display: none;\n",
-       "  grid-column: 1 / -1;\n",
-       "  margin-bottom: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-section-summary-in:checked ~ .xr-section-details {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap {\n",
-       "  grid-column: 1 / -1;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 20px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-array-wrap > label {\n",
-       "  grid-column: 1;\n",
-       "  vertical-align: top;\n",
-       "}\n",
-       "\n",
-       ".xr-preview {\n",
-       "  color: var(--xr-font-color3);\n",
-       "}\n",
-       "\n",
-       ".xr-array-preview,\n",
-       ".xr-array-data {\n",
-       "  padding: 0 5px !important;\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-array-data,\n",
-       ".xr-array-in:checked ~ .xr-array-preview {\n",
-       "  display: none;\n",
-       "}\n",
-       "\n",
-       ".xr-array-in:checked ~ .xr-array-data,\n",
-       ".xr-array-preview {\n",
-       "  display: inline-block;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list {\n",
-       "  display: inline-block !important;\n",
-       "  list-style: none;\n",
-       "  padding: 0 !important;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li {\n",
-       "  display: inline-block;\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:before {\n",
-       "  content: '(';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list:after {\n",
-       "  content: ')';\n",
-       "}\n",
-       "\n",
-       ".xr-dim-list li:not(:last-child):after {\n",
-       "  content: ',';\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-has-index {\n",
-       "  font-weight: bold;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list,\n",
-       ".xr-var-item {\n",
-       "  display: contents;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > div,\n",
-       ".xr-var-item label,\n",
-       ".xr-var-item > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-even);\n",
-       "  margin-bottom: 0;\n",
-       "}\n",
-       "\n",
-       ".xr-var-item > .xr-var-name:hover span {\n",
-       "  padding-right: 5px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-list > li:nth-child(odd) > div,\n",
-       ".xr-var-list > li:nth-child(odd) > label,\n",
-       ".xr-var-list > li:nth-child(odd) > .xr-var-name span {\n",
-       "  background-color: var(--xr-background-color-row-odd);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name {\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dims {\n",
-       "  grid-column: 2;\n",
-       "}\n",
-       "\n",
-       ".xr-var-dtype {\n",
-       "  grid-column: 3;\n",
-       "  text-align: right;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-preview {\n",
-       "  grid-column: 4;\n",
-       "}\n",
-       "\n",
-       ".xr-index-preview {\n",
-       "  grid-column: 2 / 5;\n",
-       "  color: var(--xr-font-color2);\n",
-       "}\n",
-       "\n",
-       ".xr-var-name,\n",
-       ".xr-var-dims,\n",
-       ".xr-var-dtype,\n",
-       ".xr-preview,\n",
-       ".xr-attrs dt {\n",
-       "  white-space: nowrap;\n",
-       "  overflow: hidden;\n",
-       "  text-overflow: ellipsis;\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name:hover,\n",
-       ".xr-var-dims:hover,\n",
-       ".xr-var-dtype:hover,\n",
-       ".xr-attrs dt:hover {\n",
-       "  overflow: visible;\n",
-       "  width: auto;\n",
-       "  z-index: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  display: none;\n",
-       "  background-color: var(--xr-background-color) !important;\n",
-       "  padding-bottom: 5px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-var-attrs-in:checked ~ .xr-var-attrs,\n",
-       ".xr-var-data-in:checked ~ .xr-var-data,\n",
-       ".xr-index-data-in:checked ~ .xr-index-data {\n",
-       "  display: block;\n",
-       "}\n",
-       "\n",
-       ".xr-var-data > table {\n",
-       "  float: right;\n",
-       "}\n",
-       "\n",
-       ".xr-var-name span,\n",
-       ".xr-var-data,\n",
-       ".xr-index-name div,\n",
-       ".xr-index-data,\n",
-       ".xr-attrs {\n",
-       "  padding-left: 25px !important;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs,\n",
-       ".xr-var-attrs,\n",
-       ".xr-var-data,\n",
-       ".xr-index-data {\n",
-       "  grid-column: 1 / -1;\n",
-       "}\n",
-       "\n",
-       "dl.xr-attrs {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  display: grid;\n",
-       "  grid-template-columns: 125px auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt,\n",
-       ".xr-attrs dd {\n",
-       "  padding: 0;\n",
-       "  margin: 0;\n",
-       "  float: left;\n",
-       "  padding-right: 10px;\n",
-       "  width: auto;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt {\n",
-       "  font-weight: normal;\n",
-       "  grid-column: 1;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dt:hover span {\n",
-       "  display: inline-block;\n",
-       "  background: var(--xr-background-color);\n",
-       "  padding-right: 10px;\n",
-       "}\n",
-       "\n",
-       ".xr-attrs dd {\n",
-       "  grid-column: 2;\n",
-       "  white-space: pre-wrap;\n",
-       "  word-break: break-all;\n",
-       "}\n",
-       "\n",
-       ".xr-icon-database,\n",
-       ".xr-icon-file-text2,\n",
-       ".xr-no-icon {\n",
-       "  display: inline-block;\n",
-       "  vertical-align: middle;\n",
-       "  width: 1em;\n",
-       "  height: 1.5em !important;\n",
-       "  stroke-width: 0;\n",
-       "  stroke: currentColor;\n",
-       "  fill: currentColor;\n",
-       "}\n",
-       "</style><pre class='xr-text-repr-fallback'>&lt;xarray.Dataset&gt; Size: 6MB\n",
-       "Dimensions:       (latitude: 8, longitude: 10, time: 8760)\n",
-       "Coordinates:\n",
-       "  * latitude      (latitude) float64 64B 39.41 39.45 39.53 ... 39.69 39.81 39.89\n",
-       "  * longitude     (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
-       "  * time          (time) datetime64[ns] 70kB 2001-01-01 ... 2001-12-31T23:00:00\n",
-       "Data variables:\n",
-       "    temperatures  (time, latitude, longitude) float64 6MB nan nan ... nan nan\n",
-       "    avg_temp      (latitude, longitude) float64 640B nan nan nan ... nan nan nan</pre><div class='xr-wrap' style='display:none'><div class='xr-header'><div class='xr-obj-type'>xarray.Dataset</div></div><ul class='xr-sections'><li class='xr-section-item'><input id='section-326f853f-22d5-423d-aab7-a8e2da2cb75d' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-326f853f-22d5-423d-aab7-a8e2da2cb75d' class='xr-section-summary'  title='Expand/collapse section'>Dimensions:</label><div class='xr-section-inline-details'><ul class='xr-dim-list'><li><span class='xr-has-index'>latitude</span>: 8</li><li><span class='xr-has-index'>longitude</span>: 10</li><li><span class='xr-has-index'>time</span>: 8760</li></ul></div><div class='xr-section-details'></div></li><li class='xr-section-item'><input id='section-b45287ac-b188-4b53-9ef1-3b9708c00672' class='xr-section-summary-in' type='checkbox'  checked><label for='section-b45287ac-b188-4b53-9ef1-3b9708c00672' class='xr-section-summary' >Coordinates: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>latitude</span></div><div class='xr-var-dims'>(latitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>39.41 39.45 39.53 ... 39.81 39.89</div><input id='attrs-605c0306-95e8-46a2-86bf-3dbb754cb857' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-605c0306-95e8-46a2-86bf-3dbb754cb857' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-32de4293-1e9b-42d2-a819-b80e3a772aca' class='xr-var-data-in' type='checkbox'><label for='data-32de4293-1e9b-42d2-a819-b80e3a772aca' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>longitude</span></div><div class='xr-var-dims'>(longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>-106.4 -106.3 ... -105.9 -105.9</div><input id='attrs-1cc489e1-6d3f-40e1-9258-b10448b0ce4f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-1cc489e1-6d3f-40e1-9258-b10448b0ce4f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-08e68d6e-2324-447d-bb50-e79c0487375b' class='xr-var-data-in' type='checkbox'><label for='data-08e68d6e-2324-447d-bb50-e79c0487375b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([-106.42, -106.3 , -106.26, -106.18, -106.14, -106.1 , -106.06, -105.98,\n",
-       "       -105.94, -105.86])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span class='xr-has-index'>time</span></div><div class='xr-var-dims'>(time)</div><div class='xr-var-dtype'>datetime64[ns]</div><div class='xr-var-preview xr-preview'>2001-01-01 ... 2001-12-31T23:00:00</div><input id='attrs-77ed4f09-b797-4cbd-a298-8e591efbb74e' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-77ed4f09-b797-4cbd-a298-8e591efbb74e' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-4a451358-01ad-432e-baed-f1cb55fc4740' class='xr-var-data-in' type='checkbox'><label for='data-4a451358-01ad-432e-baed-f1cb55fc4740' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([&#x27;2001-01-01T00:00:00.000000000&#x27;, &#x27;2001-01-01T01:00:00.000000000&#x27;,\n",
-       "       &#x27;2001-01-01T02:00:00.000000000&#x27;, ..., &#x27;2001-12-31T21:00:00.000000000&#x27;,\n",
-       "       &#x27;2001-12-31T22:00:00.000000000&#x27;, &#x27;2001-12-31T23:00:00.000000000&#x27;],\n",
-       "      dtype=&#x27;datetime64[ns]&#x27;)</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-291d2107-f9cc-4926-a80c-896fbb418def' class='xr-section-summary-in' type='checkbox'  checked><label for='section-291d2107-f9cc-4926-a80c-896fbb418def' class='xr-section-summary' >Data variables: <span>(2)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-var-name'><span>temperatures</span></div><div class='xr-var-dims'>(time, latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-3caeb771-7c0d-4b72-8e13-4eca60184f87' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-3caeb771-7c0d-4b72-8e13-4eca60184f87' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-25e3d96a-b7e3-4d9e-aba8-95680069810b' class='xr-var-data-in' type='checkbox'><label for='data-25e3d96a-b7e3-4d9e-aba8-95680069810b' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[[nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, 80., nan],\n",
-       "        ...,\n",
-       "        [nan, nan, 80., ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [80., 80., nan, ..., nan, nan, nan]],\n",
-       "\n",
-       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, 80., nan],\n",
-       "        ...,\n",
-       "        [nan, nan, 80., ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [80., 80., nan, ..., nan, nan, nan]],\n",
-       "\n",
-       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, 80., nan],\n",
-       "        ...,\n",
-       "...\n",
-       "        ...,\n",
-       "        [nan, nan, 80., ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [80., 80., nan, ..., nan, nan, nan]],\n",
-       "\n",
-       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, 80., nan],\n",
-       "        ...,\n",
-       "        [nan, nan, 80., ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [80., 80., nan, ..., nan, nan, nan]],\n",
-       "\n",
-       "       [[nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, 80., nan],\n",
-       "        ...,\n",
-       "        [nan, nan, 80., ..., nan, nan, nan],\n",
-       "        [nan, nan, nan, ..., nan, nan, nan],\n",
-       "        [80., 80., nan, ..., nan, nan, nan]]])</pre></div></li><li class='xr-var-item'><div class='xr-var-name'><span>avg_temp</span></div><div class='xr-var-dims'>(latitude, longitude)</div><div class='xr-var-dtype'>float64</div><div class='xr-var-preview xr-preview'>nan nan nan nan ... nan nan nan nan</div><input id='attrs-f689eb30-7cea-499e-acc7-d48fc92b747f' class='xr-var-attrs-in' type='checkbox' disabled><label for='attrs-f689eb30-7cea-499e-acc7-d48fc92b747f' title='Show/Hide attributes'><svg class='icon xr-icon-file-text2'><use xlink:href='#icon-file-text2'></use></svg></label><input id='data-f4ca6e28-3668-46f5-bf9b-a4d09ffa3b75' class='xr-var-data-in' type='checkbox'><label for='data-f4ca6e28-3668-46f5-bf9b-a4d09ffa3b75' title='Show/Hide data repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-var-attrs'><dl class='xr-attrs'></dl></div><div class='xr-var-data'><pre>array([[nan, nan, nan, nan, 80., nan, 80., nan, nan, nan],\n",
-       "       [nan, nan, nan, nan, nan, 80., nan, nan, nan, nan],\n",
-       "       [nan, nan, nan, nan, nan, nan, nan, nan, 80., nan],\n",
-       "       [nan, nan, nan, nan, nan, nan, nan, nan, nan, 80.],\n",
-       "       [nan, nan, nan, nan, nan, nan, nan, 80., nan, nan],\n",
-       "       [nan, nan, 80., nan, nan, nan, nan, nan, nan, nan],\n",
-       "       [nan, nan, nan, 80., 80., nan, nan, nan, nan, nan],\n",
-       "       [80., 80., nan, nan, nan, nan, nan, nan, nan, nan]])</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-a40076b4-e61c-4823-979a-28d89c83965c' class='xr-section-summary-in' type='checkbox'  ><label for='section-a40076b4-e61c-4823-979a-28d89c83965c' class='xr-section-summary' >Indexes: <span>(3)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><ul class='xr-var-list'><li class='xr-var-item'><div class='xr-index-name'><div>time</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-91586b5a-18fc-44d4-9606-5f8bb1fe4cdc' class='xr-index-data-in' type='checkbox'/><label for='index-91586b5a-18fc-44d4-9606-5f8bb1fe4cdc' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(DatetimeIndex([&#x27;2001-01-01 00:00:00&#x27;, &#x27;2001-01-01 01:00:00&#x27;,\n",
-       "               &#x27;2001-01-01 02:00:00&#x27;, &#x27;2001-01-01 03:00:00&#x27;,\n",
-       "               &#x27;2001-01-01 04:00:00&#x27;, &#x27;2001-01-01 05:00:00&#x27;,\n",
-       "               &#x27;2001-01-01 06:00:00&#x27;, &#x27;2001-01-01 07:00:00&#x27;,\n",
-       "               &#x27;2001-01-01 08:00:00&#x27;, &#x27;2001-01-01 09:00:00&#x27;,\n",
-       "               ...\n",
-       "               &#x27;2001-12-31 14:00:00&#x27;, &#x27;2001-12-31 15:00:00&#x27;,\n",
-       "               &#x27;2001-12-31 16:00:00&#x27;, &#x27;2001-12-31 17:00:00&#x27;,\n",
-       "               &#x27;2001-12-31 18:00:00&#x27;, &#x27;2001-12-31 19:00:00&#x27;,\n",
-       "               &#x27;2001-12-31 20:00:00&#x27;, &#x27;2001-12-31 21:00:00&#x27;,\n",
-       "               &#x27;2001-12-31 22:00:00&#x27;, &#x27;2001-12-31 23:00:00&#x27;],\n",
-       "              dtype=&#x27;datetime64[ns]&#x27;, name=&#x27;time&#x27;, length=8760, freq=&#x27;h&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>latitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-a682ae83-0e4f-4ec0-aec5-fcdd6355ee04' class='xr-index-data-in' type='checkbox'/><label for='index-a682ae83-0e4f-4ec0-aec5-fcdd6355ee04' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([39.41, 39.45, 39.53, 39.57, 39.65, 39.69, 39.81, 39.89], dtype=&#x27;float64&#x27;, name=&#x27;latitude&#x27;))</pre></div></li><li class='xr-var-item'><div class='xr-index-name'><div>longitude</div></div><div class='xr-index-preview'>PandasIndex</div><div></div><input id='index-26067d52-7383-4cef-8f7b-959c73d37a3a' class='xr-index-data-in' type='checkbox'/><label for='index-26067d52-7383-4cef-8f7b-959c73d37a3a' title='Show/Hide index repr'><svg class='icon xr-icon-database'><use xlink:href='#icon-database'></use></svg></label><div class='xr-index-data'><pre>PandasIndex(Index([-106.42,  -106.3, -106.26, -106.18, -106.14,  -106.1, -106.06, -105.98,\n",
-       "       -105.94, -105.86],\n",
-       "      dtype=&#x27;float64&#x27;, name=&#x27;longitude&#x27;))</pre></div></li></ul></div></li><li class='xr-section-item'><input id='section-8ad977d7-2cfe-43a9-b04f-11fa6c265c6f' class='xr-section-summary-in' type='checkbox' disabled ><label for='section-8ad977d7-2cfe-43a9-b04f-11fa6c265c6f' class='xr-section-summary'  title='Expand/collapse section'>Attributes: <span>(0)</span></label><div class='xr-section-inline-details'></div><div class='xr-section-details'><dl class='xr-attrs'></dl></div></li></ul></div></div>"
-      ],
-      "text/plain": [
-       "<xarray.Dataset> Size: 6MB\n",
-       "Dimensions:       (latitude: 8, longitude: 10, time: 8760)\n",
-       "Coordinates:\n",
-       "  * latitude      (latitude) float64 64B 39.41 39.45 39.53 ... 39.69 39.81 39.89\n",
-       "  * longitude     (longitude) float64 80B -106.4 -106.3 -106.3 ... -105.9 -105.9\n",
-       "  * time          (time) datetime64[ns] 70kB 2001-01-01 ... 2001-12-31T23:00:00\n",
-       "Data variables:\n",
-       "    temperatures  (time, latitude, longitude) float64 6MB nan nan ... nan nan\n",
-       "    avg_temp      (latitude, longitude) float64 640B nan nan nan ... nan nan nan"
-      ]
-     },
-     "execution_count": 51,
-     "metadata": {},
-     "output_type": "execute_result"
-    }
-   ],
+   "outputs": [],
    "source": [
     "template = pvdeg.geospatial.output_template(\n",
     "    ds_gids=GEO_WEATHER,\n",
@@ -2401,6 +1067,190 @@
     ")"
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "in patcher\n",
+      "in patcher\n"
+     ]
+    }
+   ],
+   "source": [
+    "from pvdeg import Scenario\n",
+    "import numpy as np\n",
+    "import os\n",
+    "from pvdeg import TEST_DATA_DIR\n",
+    "import pvdeg\n",
+    "from pvdeg.standards import standoff\n",
+    "\n",
+    "def mocker_addLocation(self, *args, **kwargs) -> None:\n",
+    "    \"\"\"\n",
+    "    mocker function to be monkey patched at runtime for Scenario.addLocation to avoid psm3 api calls and use local weather files instead.\n",
+    "    \"\"\"\n",
+    "\n",
+    "    print(\"in patcher\")\n",
+    "\n",
+    "    PSM_FILE = os.path.join(TEST_DATA_DIR, r\"psm3_pytest.csv\")\n",
+    "    weather_df, meta = pvdeg.weather.read(PSM_FILE, \"psm\")\n",
+    "\n",
+    "    self.email, self.api_key = None, None\n",
+    "\n",
+    "    self.lat_long = (-999, -999)\n",
+    "    self.weather_data = weather_df\n",
+    "    self.meta_data = meta\n",
+    "    self.gids = np.asanyarray([1245357])\n",
+    "\n",
+    "\n",
+    "### monkey patch ###\n",
+    "Scenario.addLocation = mocker_addLocation\n",
+    "\n",
+    "a = Scenario(name=\"test\")\n",
+    "\n",
+    "EMAIL = \"placeholder@email.xxx\",\n",
+    "API_KEY =  \"fake_key\"\n",
+    "\n",
+    "a.clean()\n",
+    "a.restore_credentials(email=EMAIL, api_key=API_KEY)\n",
+    "a.addLocation(lat_long=(40.63336, -73.99458))\n",
+    "a.addModule(module_name=\"test-module\")\n",
+    "a.addJob(func=standoff, func_kwarg={\"wind_factor\": 0.35})\n",
+    "\n",
+    "restored = Scenario.load_json(\n",
+    "    file_path=os.path.join(TEST_DATA_DIR, \"test-scenario.json\")\n",
+    ")\n",
+    "\n",
+    "a.path, restored.path = None, None\n",
+    "a.file, restored.file = None, None\n",
+    "\n",
+    "assert a == restored"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "for attr in a.__dict__.keys():\n",
+    "    print(attr)\n",
+    "    assert getattr(a, attr) == getattr(restored, attr)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a.pipeline"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "restored"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "in patcher\n",
+      "The array tilt angle was not provided, therefore the latitude tilt of 39.7 was used.\n",
+      "The array azimuth was not provided, therefore an azimuth of 180.0 was used.\n"
+     ]
+    }
+   ],
+   "source": [
+    "Scenario.addLocation = mocker_addLocation\n",
+    "\n",
+    "a = Scenario.load_json(\n",
+    "    file_path=os.path.join(TEST_DATA_DIR, \"test-scenario.json\"),\n",
+    "    email=EMAIL,\n",
+    "    api_key=API_KEY,\n",
+    ")\n",
+    "a.run()\n",
+    "\n",
+    "res_df = a.results[\"test-module\"][\"GLUSE\"]\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>x</th>\n",
+       "      <th>T98_0</th>\n",
+       "      <th>T98_inf</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>2.008636</td>\n",
+       "      <td>77.038644</td>\n",
+       "      <td>50.561112</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          x      T98_0    T98_inf\n",
+       "0  2.008636  77.038644  50.561112"
+      ]
+     },
+     "execution_count": 3,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "res_df"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
diff --git a/tests/test_scenario.py b/tests/test_scenario.py
index 9070142a..6a9f0bad 100644
--- a/tests/test_scenario.py
+++ b/tests/test_scenario.py
@@ -1,18 +1,48 @@
 from pvdeg.scenario import Scenario
 from pvdeg.standards import standoff
 from pvdeg import TEST_DATA_DIR
+from pvdeg import weather
 import json
 import pandas as pd
 import pytest
 import os
+import numpy as np
 
 # problems with scenario creating directory in test directory?
 EMAIL = "user@mail.com"
 API_KEY = "DEMO_KEY"
 
 
-def test_Scenario_add():
+def monkeypatch_addLocation(self, *args, **kwargs) -> None:
+    """
+    mocker function to be monkey patched at runtime for Scenario.addLocation to avoid psm3 api calls and use local weather files instead.
+    """
+
+    PSM_FILE = os.path.join(TEST_DATA_DIR, r"psm3_pytest.csv")
+    weather_df, meta = weather.read(PSM_FILE, "psm")
+
+    self.email, self.api_key = None, None
+
+    self.lat_long = (-999, -999)
+    self.weather_data = weather_df
+    self.meta_data = meta
+    self.gids = np.asanyarray([1245357])
+
+
+def test_Scenario_add(monkeypatch):
+
+    ### monkey patch to bypass psm3 api calls in addLocation ###
+    monkeypatch.setattr(
+        target=Scenario,
+        name="addLocation",
+        value=monkeypatch_addLocation
+    )
+
     a = Scenario(name="test")
+
+    EMAIL = "placeholder@email.xxx",
+    API_KEY =  "fake_key"
+
     a.clean()
     a.restore_credentials(email=EMAIL, api_key=API_KEY)
     a.addLocation(lat_long=(40.63336, -73.99458))
@@ -29,7 +59,16 @@ def test_Scenario_add():
     assert a == restored
 
 
-def test_Scenario_run():
+
+def test_Scenario_run(monkeypatch):
+
+    ### monkey patch to bypass psm3 api calls in addLocation called by load_json ###
+    monkeypatch.setattr(
+        target=Scenario,
+        name="addLocation",
+        value=monkeypatch_addLocation
+    )
+
     a = Scenario.load_json(
         file_path=os.path.join(TEST_DATA_DIR, "test-scenario.json"),
         email=EMAIL,
@@ -40,9 +79,10 @@ def test_Scenario_run():
     res_df = a.results["test-module"]["GLUSE"]
     known_df = pd.DataFrame(
         {
-            "x": {0: 0.0},
-            "T98_0": {0: 68.80867997141961},
-            "T98_inf": {0: 46.362946615593664},
+		
+            "x": {0: 2.008636},
+            "T98_0": {0: 77.038644},
+            "T98_inf": {0: 50.561112},
         }
     )
 
@@ -66,7 +106,15 @@ def test_addLocation_pvgis():
         a.addLocation((40.63336, -73.99458), weather_db="PSM3")  # no api key
 
 
-def test_addModule_badmat(capsys):
+def test_addModule_badmat(capsys, monkeypatch):
+
+    ### monkey patch to bypass psm3 api calls in addLocation called by load_json ###
+    monkeypatch.setattr(
+        target=Scenario,
+        name="addLocation",
+        value=monkeypatch_addLocation
+    )
+
     a = Scenario.load_json(
         file_path=os.path.join(TEST_DATA_DIR, "test-scenario.json"),
         email=EMAIL,