diff --git a/flowsa/data_source_scripts/EPA_StateGHGI_YS.py b/flowsa/data_source_scripts/EPA_StateGHGI_YS.py deleted file mode 100644 index 6a833a92..00000000 --- a/flowsa/data_source_scripts/EPA_StateGHGI_YS.py +++ /dev/null @@ -1,235 +0,0 @@ -# EPA_StateGHGI.py (flowsa) -# !/usr/bin/env python3 -# coding=utf-8 -""" -Inventory of US GHGs from EPA disaggregated to States -""" -import pandas as pd -import io -from zipfile import ZipFile - -import flowsa.flowbyactivity -from flowsa.flowbyactivity import FlowByActivity -from flowsa.flowbysector import FlowBySector -from flowsa.flowsa_log import log -from flowsa.location import apply_county_FIPS -from flowsa.flowbyfunctions import assign_fips_location_system -import flowsa.exceptions - - -def epa_state_ghgi_call(*, resp, config, **_): - """ - Convert response for calling url to pandas dataframe - :param resp: response from url call - :param config: dictionary, items in FBA method yaml - :return: pandas dataframe of original source data - """ - with ZipFile(io.BytesIO(resp.content)) as z: - df = pd.read_excel(z.open(config['file']), - sheet_name=config['sheet']) - return df - -def epa_state_ghgi_parse(*, df_list, source, year, config, **_): - """ - Combine, parse, and format the provided dataframes - :param df_list: list of dataframes to concat and format - :param year: year - :param config: dictionary, items in FBA method yaml - :return: df, parsed and partially formatted to flowbyactivity - specifications - """ - data_df = pd.concat(df_list) - - activity_cols = ['econ_sector', 'econ_subsector', 'subsector', - 'category', 'fuel1', 'fuel2', 'sub_category_1', - 'sub_category_2', 'sub_category_3', 'sub_category_4', 'sub_category_5'] - - states = data_df[['geo_ref']].drop_duplicates() - flows = data_df[['ghg_category']].drop_duplicates() - - df = (data_df.melt(id_vars = activity_cols + ['geo_ref'] + ['ghg_category'], - value_vars=f'Y{year}', - var_name = 'Year', - value_name = 'FlowAmount') - .assign(Year = year) - .assign(Unit = 'Tg') # #########TODO confirm units MMT CO2e - .assign(FlowType = 'ELEMENTARY_FLOW') - .assign(SourceName = source) - .assign(Class = 'Chemicals') - .assign(Compartment = 'air') - .rename(columns={'geo_ref': 'State', - 'ghg_category': 'FlowName'}) - .assign(ActivityProducedBy = lambda x: x[activity_cols] - .apply(lambda row: " - ".join( - row.dropna().drop_duplicates().astype(str)), - axis=1)) - .drop(columns=activity_cols) - ) - - activities = df[['ActivityProducedBy']].drop_duplicates() - - df = apply_county_FIPS(df) - df = assign_fips_location_system(df, '2015') - df.drop(columns=['County'], inplace=True) - - return df - - -def tag_biogenic_activities(fba, source_dict, **_): - """ - clean_fba_before_mapping_df_fxn to tag emissions from passed activities - as biogenic. Activities passed as list in paramter 'activity_list'. - """ - a_list = source_dict.get('activity_list') - if a_list is None: - raise flowsa.exceptions.FBSMethodConstructionError( - message="Activities to tag must be passed in FBS parameter " - "'activity_list'") - fba.loc[fba['ActivityProducedBy'].isin(a_list), - 'FlowName'] = fba['FlowName'] + ' - biogenic' - - return fba - - -def allocate_flows_by_fuel(fba: FlowByActivity, **_) -> FlowByActivity: - """ - clean_fba_before_activity_sets fxn to estimate CH4 and N2O emissions by - fuel type, using ratios derived from the national inventory as proxy - - returns a FBA that has increased in length x-times based on the number of - fuels; Fuel is added to "Description" field; total FlowAmount remains - unchanged. - """ - attributes_to_save = { - attr: getattr(fba, attr) for attr in fba._metadata + ['_metadata'] - } - - year = fba.config.get('year') - # combine lists of activities from CO2 activity set - alist = fba.config['clean_parameter']['flow_ratio_source'] - if any(isinstance(i, list) for i in alist): - # pulled from !index, so list of lists - activity_list = sum(alist, []) - else: - activity_list = alist - source_fba = pd.concat([ - flowsa.flowbyactivity.getFlowByActivity(x, year) for x in - fba.config['clean_parameter']['fba_source'] - ], ignore_index=True) - - sector = fba.config['clean_parameter']['sector'] - - # align fuel names from National GHGI (keys) with StateGHGI (values) - fuels = {'Natural Gas': 'Natural Gas', - 'Coal': 'Coal', - 'Fuel Oil': 'Petroleum'} - - df_list = [] - for f in fuels.keys(): - df = (source_fba.query(f'ActivityProducedBy == "{f} {sector}"') - [['FlowName', 'FlowAmount']] - .assign(Fuel=f) - ) - df_list.append(df) - # calculate ratio of flow to CO2 for each fuel (in CO2e) - ratios = (pd.concat(df_list, ignore_index=True) - .pivot_table(columns='FlowName', - index='Fuel', - values='FlowAmount') - .assign(CH4=lambda x: x['CH4'] / x['CO2']) - .assign(N2O=lambda x: x['N2O'] / x['CO2']) - .drop(columns='CO2') - .fillna(0) - ) - - # prepare dataframe from StateGHGI including CO2 flows by fuel type - fba1 = (pd.concat([( - flowsa.flowbyactivity.getFlowByActivity('EPA_StateGHGI', year) - .query('ActivityProducedBy in @activity_list')), - fba.copy()], - ignore_index=True) - .assign(Fuel=lambda x: x['ActivityProducedBy'] - .str.rsplit(' - ', n=1, expand=True)[1]) - ) - - # Derive state CH4 and N2O emissions by fuel type using fuel specific ratios - fba2 = (fba1.query('FlowName == "CO2"') - .assign(Fuel=lambda x: x['Fuel'].replace( - dict((v,k) for k,v in fuels.items()))) - .merge(ratios.reset_index()) - .assign(CH4=lambda x: x['CH4'] * x['FlowAmount']) - .assign(N2O=lambda x: x['N2O'] * x['FlowAmount']) - .melt(id_vars=['Location', 'Fuel'], - value_vars=['CH4', 'N2O'], - var_name='FlowName') - .pivot_table(columns='Fuel', - index=['Location', 'FlowName'], - values='value') - ) - fba2 = pd.DataFrame(fba2).div(fba2.sum(axis=1), axis=0) - - # Maintain source flow amount, merge in state ratios by fuel type - fba3 = (fba1.merge(fba2.reset_index()) - .melt(id_vars=[c for c in fba1 if c not in fuels.keys()], - value_vars=fuels.keys()) - .assign(Description=lambda x: x['variable'].replace(fuels)) - .assign(FlowAmount=lambda x: x['FlowAmount'] * x['value']) - .drop(columns=['Fuel', 'variable', 'value']) - ) - - if round(fba3.FlowAmount.sum(), 6) != round(fba.FlowAmount.sum(), 6): - log.warning('Error: totals do not match when splitting CH4 and N2O by ' - 'fuel type') - - new_fba = FlowByActivity(fba3) - for attr in attributes_to_save: - setattr(new_fba, attr, attributes_to_save[attr]) - - return new_fba - - -def allocate_industrial_combustion(fba: FlowByActivity, **_) -> FlowByActivity: - """ - Split industrial combustion emissions into two buckets to be further allocated. - - clean_fba_before_activity_sets. Calculate the percentage of fuel consumption - captured in EIA MECS relative to national GHGI. Create new activities to - distinguish those which use EIA MECS as allocation source and those that - use alternate source. - """ - from flowsa.data_source_scripts.EPA_GHGI import get_manufacturing_energy_ratios - pct_dict = get_manufacturing_energy_ratios(fba.config.get('clean_parameter')) - - # activities reflect flows in A_14 and 3_8 and 3_9 - alist = fba.config.get('clean_parameter')['activities_to_split'] - activities_to_split = {a: a.rsplit(' - ')[-1] for a in alist} - - for activity, fuel in activities_to_split.items(): - df_subset = fba.loc[fba['ActivityProducedBy'] == activity].reset_index(drop=True) - if len(df_subset) == 0: - continue - df_subset['FlowAmount'] = df_subset['FlowAmount'] * pct_dict[fuel] - df_subset['ActivityProducedBy'] = f"{activity} - Manufacturing" - fba.loc[fba['ActivityProducedBy'] == activity, - 'FlowAmount'] = fba['FlowAmount'] * (1-pct_dict[fuel]) - fba = pd.concat([fba, df_subset], ignore_index=True) - - return fba - - -def drop_negative_values(fbs: FlowBySector, **_) -> FlowBySector: - ## In some cases, after handling adjustments for reassigning emissions in - ## the StateGHGI, sectors can have negative emissions after aggregating by - ## sector. Remove these negative values so that that state does not get - ## any emissions from that sector. clean_fbs_after_aggregation fxn - fbs = fbs.query('FlowAmount >= 0').reset_index(drop=True) - - return fbs - - -if __name__ == '__main__': - import flowsa - flowsa.generateflowbyactivity.main(source='EPA_StateGHGI', year='2020') - fba = flowsa.flowbyactivity.getFlowByActivity('EPA_StateGHGI', '2020') - - \ No newline at end of file diff --git a/flowsa/methods/flowbyactivitymethods/EPA_StateGHGI_YS.yaml b/flowsa/methods/flowbyactivitymethods/EPA_StateGHGI_YS.yaml deleted file mode 100644 index 52da6400..00000000 --- a/flowsa/methods/flowbyactivitymethods/EPA_StateGHGI_YS.yaml +++ /dev/null @@ -1,46 +0,0 @@ -author: US Environmental Protection Agency -source_name: 'State Greenhouse Gas Inventories' -source_url: 'https://www.epa.gov/ghgemissions/state-ghg-emissions-and-removals' -bib_id: '' -format: zip # .zip file with .xlsx file -url: - base_url: 'https://www.epa.gov/system/files/other-files/2024-09/allstateghgdata90-22_v082924.zip' - -call_response_fxn: !script_function:EPA_StateGHGI_YS epa_state_ghgi_call -parse_response_fxn: !script_function:EPA_StateGHGI_YS epa_state_ghgi_parse -file: 'AllStateGHGData90-22_v082924.xlsx' -sheet: 'Data by Economic Sectors' -years: -- 2022 -- 2021 -- 2020 -- 2019 -- 2018 -- 2017 -- 2016 -- 2015 -- 2014 -- 2013 -- 2012 -- 2011 -- 2010 -- 2009 -- 2008 -- 2007 -- 2006 -- 2005 -- 2004 -- 2003 -- 2002 -- 2001 -- 2000 -- 1999 -- 1998 -- 1997 -- 1996 -- 1995 -- 1994 -- 1993 -- 1992 -- 1991 -- 1990 diff --git a/flowsa/methods/flowbysectoractivitysets/EPA_StateGHGI_asets.csv b/flowsa/methods/flowbysectoractivitysets/EPA_StateGHGI_asets.csv index e128c74a..24c8d8d7 100644 --- a/flowsa/methods/flowbysectoractivitysets/EPA_StateGHGI_asets.csv +++ b/flowsa/methods/flowbysectoractivitysets/EPA_StateGHGI_asets.csv @@ -1,200 +1,200 @@ -activity_set,name,note,,, -use_table_pet,Agriculture - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Mobile Non-Highway Farm Equipment,"EPA_GHGI_T_A_14 (CO2 is included in Industrial/Commerical, not Mobile transport)",,, -ag_livestock,Agriculture - Enteric Fermentation,EPA_GHGI_T_5_3,,, -ag_livestock,Agriculture - Enteric Fermentation - American Bison,EPA_GHGI_T_5_3,,, -ag_livestock,Agriculture - Enteric Fermentation - Beef Cattle,EPA_GHGI_T_5_3,,, -ag_livestock,Agriculture - Enteric Fermentation - Dairy Cattle,EPA_GHGI_T_5_3,,, -ag_livestock,Agriculture - Enteric Fermentation - Goats,EPA_GHGI_T_5_3,,, -ag_livestock,Agriculture - Enteric Fermentation - Horses,EPA_GHGI_T_5_3,,, -ag_livestock,Agriculture - Enteric Fermentation - Mules and Asses,EPA_GHGI_T_5_3,,, -ag_livestock,Agriculture - Enteric Fermentation - Sheep,EPA_GHGI_T_5_3,,, -ag_livestock,Agriculture - Enteric Fermentation - Swine,EPA_GHGI_T_5_3,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Barley,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Maize,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Other - Oats,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Other - Other Small Grains,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Other - Rice,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Other - Sorghum,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Wheat,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Cotton,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Grass Hay,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Legume Hay,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Sunflower,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Tobacco,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Vegetables,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Chickpeas,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Dry Beans,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Lentils,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Peanuts,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Peas,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Soybeans,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Sugarcane,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Tubers and Roots - Other - Potatoes,EPA_GHGI_T_5_29,,, -ag_burning,Agriculture - Field Burning of Agricultural Residues - Tubers and Roots - Other - Sugarbeets,EPA_GHGI_T_5_29,,, -liming,"Agriculture - Liming - CO2 Emissions from Liming, Urea Application and Other Carbon-Containing Fertilizers - Dolomite",EPA_GHGI_T_2_1,,, -liming,"Agriculture - Liming - CO2 Emissions from Liming, Urea Application and Other Carbon-Containing Fertilizers - Limestone",EPA_GHGI_T_2_1,,, -ag_livestock,Agriculture - Manure Management - American Bison,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Beef Cattle,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Bison,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Dairy Cattle,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Dairy Heifers,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Goats,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Horses,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Mules and Asses,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Poultry,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Sheep,EPA_GHGI_T_5_7,,, -ag_livestock,Agriculture - Manure Management - Swine,EPA_GHGI_T_5_7,,, -transport_nonroad_ag,Agriculture - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Farm Equipment,EPA_GHGI_T_3_14,,, -n2o_soil_direct,Agriculture - Nitrous Oxide from Agricultural Soil Management - Direct and indirect N2O emissions from agricultural soils - Agricultural Soil Management - Cropland - Direct,EPA_GHGI_T_5_17,,, -n2o_soil_indirect,Agriculture - Nitrous Oxide from Agricultural Soil Management - Direct and indirect N2O emissions from agricultural soils - Agricultural Soil Management - Cropland - Indirect,EPA_GHGI_T_5_18,,, -n2o_soil_direct,Agriculture - Nitrous Oxide from Agricultural Soil Management - Direct and indirect N2O emissions from agricultural soils - Agricultural Soil Management - Grassland - Direct,EPA_GHGI_T_5_17,,, -n2o_soil_indirect,Agriculture - Nitrous Oxide from Agricultural Soil Management - Direct and indirect N2O emissions from agricultural soils - Agricultural Soil Management - Grassland - Indirect,EPA_GHGI_T_5_18,,, -direct,Agriculture - Rice Cultivation,EPA_GHGI_T_2_1,,, -use_table_pet,Agriculture - Stationary Combustion - Fossil Fuel Combustion - Industrial - AG Stationary,,,, -urea_fertilizer,"Agriculture - Urea Fertilization - CO2 Emissions from Liming, Urea Application and Other Carbon-Containing Fertilizers",EPA_GHGI_T_2_1,,, -direct,Commercial - Anaerobic Digestion at Biogas Facilities - Biological Treatment of Solid Waste,EPA_GHGI_T_2_1,,, -use_table_coal,Commercial - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Coal,EPA_GHGI_T_2_1,,, -use_table_gas,Commercial - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Natural Gas,EPA_GHGI_T_2_1,,, -use_table_pet,Commercial - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Petroleum,EPA_GHGI_T_2_1,,, -direct,Commercial - Composting - Biological Treatment of Solid Waste,EPA_GHGI_T_2_1,,, -ind_com_ch4_n2o,Commercial - Stationary Combustion - Fossil Fuel Combustion - Biomass - Wood,EPA_GHGI_T_2_1,,, -ind_com_ch4_n2o,Commercial - Stationary Combustion - Fossil Fuel Combustion - Coal,EPA_GHGI_T_2_1,,, -ind_com_ch4_n2o,Commercial - Stationary Combustion - Fossil Fuel Combustion - Natural Gas,EPA_GHGI_T_2_1,,, -ind_com_ch4_n2o,Commercial - Stationary Combustion - Fossil Fuel Combustion - Petroleum,EPA_GHGI_T_2_1,,, -ods_substitutes,Commercial - Substitution of Ozone Depleting Substances - Product uses as substitutes for ODS,EPA_GHGI_T_2_1,,, -direct,Commercial - Landfills - Municipal - Solid Waste Disposal - Landfills - MSW Landfills Emissions,EPA_GHGI_T_2_1,,, -direct,Commercial - Wastewater Treatment - Wastewater Treatment and Discharge - Domestic,EPA_GHGI_T_2_1,,, -electric_power,Electric Power Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Electricity Generation - Coal,,,, -electric_power,Electric Power Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Electricity Generation - Geothermal,,,, -electric_power,Electric Power Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Electricity Generation - Natural Gas,EPA_GHGI_T_A_14,,, -electric_power,Electric Power Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Electricity Generation - Petroleum,EPA_GHGI_T_A_14,,, -electricity_transmission,Electric Power Industry - Electrical Equipment - Other product manufacture and use - Electric Power Systems,EPA_GHGI_T_A_14,,, -electricity_transmission,Electric Power Industry - Electrical Equipment - Other product manufacture and use - Equipment OEM,,,, -direct,Electric Power Industry - Incineration of Waste - Incineration,EPA_GHGI_T_2_1,,, -temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Ceramics,,,, -temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - FGD,,,, -temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Flux Stone,,,, -temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Non-Metallurgical Magnesium Production,,,, -temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Other Miscellaneous Uses,,,, -temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Soda Ash Consumption,,,, -electric_ch4_n2o,Electric Power Industry - Stationary Combustion - Fossil Fuel Combustion - Electricity Generation - Biomass - Wood,,,, -electric_ch4_n2o,Electric Power Industry - Stationary Combustion - Fossil Fuel Combustion - Electricity Generation - Coal,,,, -electric_ch4_n2o,Electric Power Industry - Stationary Combustion - Fossil Fuel Combustion - Electricity Generation - Natural Gas,,,, -electric_ch4_n2o,Electric Power Industry - Stationary Combustion - Fossil Fuel Combustion - Electricity Generation - Petroleum,,,, -direct,Industry - Abandoned Oil and Gas Wells - Fugitives - Abandoned Wells - Gas,,,, -direct,Industry - Abandoned Oil and Gas Wells - Fugitives - Abandoned Wells - Oil,EPA_GHGI_T_2_1,,, -direct,Industry - Abandoned Underground Coal Mines - Fugitives - Abandoned Coal Mines - Liberated ,EPA_GHGI_T_2_1,,, -direct,Industry - Abandoned Underground Coal Mines - Fugitives - Abandoned Coal Mines - Recovered &Used,EPA_GHGI_T_2_1,,, -direct,Industry - Adipic Acid Production - Chemical Industry,EPA_GHGI_T_2_1,,, -direct,Industry - Aluminum Production - Metal Industry,EPA_GHGI_T_2_1,,, -direct,Industry - Ammonia Production - Chemical Industry,EPA_GHGI_T_2_1,,, -direct,"Industry - Caprolactam, Glyoxal and Glyoxylic Acid Production - Chemical Industry - Caprolactam",EPA_GHGI_T_2_1,,, -direct,Industry - Carbide Production and Consumption - Chemical Industry - Silicon Carbide Consumption,EPA_GHGI_T_2_1,,, -direct,Industry - Carbide Production and Consumption - Chemical Industry - Silicon Carbide Production,EPA_GHGI_T_2_1,,, -exclude,Industry - Carbon Dioxide Consumption - Other,Excluded from national model,,, -use_table_coal,Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Coal,,,, -use_table_pet,Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Mobile Non-Highway Farm Equipment,negative emissions; align with 'Industry - CO2 from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Petroleum' to avoid double counting,,,EPA_GHGI_T_A_14 -use_table_gas,Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Natural Gas,,,, -use_table_pet,Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Petroleum,EPA_GHGI_T_A_14,,, -direct,Industry - Cement Production - Mineral Industry,,,, -industrial_coal,Industry - CO2 from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Coal - Manufacturing,m1 only,,, -industrial_gas,Industry - CO2 from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Natural Gas - Manufacturing,m1 only,,, -direct,Industry - Coal Mining - Fugitives - CO2 From Methane Flaring,EPA_GHGI_T_2_1,,, -direct,Industry - Coal Mining - Fugitives - Post-Mining (Surface),EPA_GHGI_T_2_1,,, -direct,Industry - Coal Mining - Fugitives - Post-Mining (Underground),EPA_GHGI_T_2_1,,, -direct,Industry - Coal Mining - Fugitives - Surface Mining,EPA_GHGI_T_2_1,,, -direct,Industry - Coal Mining - Fugitives - Underground Liberated,EPA_GHGI_T_2_1,,, -direct,Industry - Coal Mining - Fugitives - Underground Recovered &Used,EPA_GHGI_T_2_1,,, -direct,Industry - Coal Mining - Fugitives - Underground Recovered &Used For Energy,EPA_GHGI_T_2_1,,, -direct,Industry - Electronics Industry - Micro-Electro-Mechanical Devices,,,, -direct,Industry - Electronics Industry - Photovoltaics,,,, -direct,Industry - Electronics Industry - Semiconductor Manufacture,,,, -direct_ods,Industry - Electronics Industry - Semiconductor Manufacture - Heat Transfer Fluids,,,, -direct,Industry - Ferroalloy Production - Metal Industry,EPA_GHGI_T_2_1,,, -hcfc,Industry - Fluorochemical Production - Chemical Industry - HCFC-22 Production,EPA_GHGI_T_4_50,,, -hcfc,Industry - Fluorochemical Production - Chemical Industry - Production of fluorochemicals other than HCFC-22,EPA_GHGI_T_4_50,,, -direct,Industry - Glass Production - Mineral Industry,EPA_GHGI_T_2_1,,, -direct,Industry - Iron and Steel Production - Metal Industry - Metallurgical Coke Production,EPA_GHGI_T_2_1,,, -direct,Industry - Iron and Steel Production - Metal Industry - Other Activities,EPA_GHGI_T_2_1,,, -direct,Industry - Iron and Steel Production - Metal Industry - Pellet Production,EPA_GHGI_T_2_1,,, -direct,Industry - Iron and Steel Production - Metal Industry - Pig Iron Production,EPA_GHGI_T_2_1,,, -direct,Industry - Iron and Steel Production - Metal Industry - Sinter Production,EPA_GHGI_T_2_1,,, -direct,Industry - Iron and Steel Production - Metal Industry - Steel Production,EPA_GHGI_T_2_1,,, -direct,Industry - Landfills - Industrial - Solid Waste Disposal - Landfills - Industrial Waste Landfills Emissions,EPA_GHGI_T_2_1,,, -lead,Industry - Lead Production - Metal Industry,EPA_GHGI_T_2_1,,, -direct,Industry - Lime Production - Mineral Industry,EPA_GHGI_T_2_1,,, -magnesium,Industry - Magnesium Production - Metal Industry,EPA_GHGI_T_4_84,,, -transport_nonroad_construction,Industry - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Construction,EPA_GHGI_T_3_14,,, -transport_nonroad_other,Industry - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Other,,,, -nitrous_oxide_use,Industry - N2O from Product Uses - Other product manufacture and use - Medical Applications,EPA_GHGI_T_2_1,,, -nitrous_oxide_use,Industry - N2O from Product Uses - Other product manufacture and use - Other,EPA_GHGI_T_2_1,,, -nitrous_oxide_use,Industry - N2O from Product Uses - Other product manufacture and use - Propellant for Pressure and Aerosol Products,EPA_GHGI_T_2_1,,, -ng_systems,Industry - Natural Gas Systems - Fugitives - Distribution,EPA_GHGI_T_3_63,,, -ng_systems,Industry - Natural Gas Systems - Fugitives - Exploration,EPA_GHGI_T_3_63,,, -ng_systems,Industry - Natural Gas Systems - Fugitives - Gas Post-Meter,EPA_GHGI_T_3_63,,, -ng_systems,Industry - Natural Gas Systems - Fugitives - Processing,EPA_GHGI_T_3_63,,, -ng_systems,Industry - Natural Gas Systems - Fugitives - Production and Gathering,EPA_GHGI_T_3_63,,, -ng_systems,Industry - Natural Gas Systems - Fugitives - Transmission and Storage,EPA_GHGI_T_3_63,,, -direct,Industry - Nitric Acid Production - Chemical Industry,EPA_GHGI_T_2_1,,, -industrial_neu,Industry - Non-Energy Use of Fuels - Non-Energy Uses of Fossil Fuels - Industrial,EPA_GHGI_T_A_14,,, -carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Ceramics,EPA_GHGI_T_2_1,,, -carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - FGD,EPA_GHGI_T_2_1,,, -carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Flux Stone,EPA_GHGI_T_2_1,,, -carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Non-Metallurgical Magnesium Production,EPA_GHGI_T_2_1,,, -carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Other Miscellaneous Uses,EPA_GHGI_T_2_1,,, -carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Soda Ash Consumption,EPA_GHGI_T_2_1,,, -petrochemicals,Industry - Petrochemical Production - Chemical Industry - Acrylonitrile,EPA_GHGI_T_4_46,,, -petrochemicals,Industry - Petrochemical Production - Chemical Industry - Carbon Black,EPA_GHGI_T_4_46,,, -petrochemicals,Industry - Petrochemical Production - Chemical Industry - Ethylene,EPA_GHGI_T_4_46,,, -petrochemicals,Industry - Petrochemical Production - Chemical Industry - Ethylene Dichloride,EPA_GHGI_T_4_46,,, -petrochemicals,Industry - Petrochemical Production - Chemical Industry - Ethylene Oxide,EPA_GHGI_T_4_46,,, -petrochemicals,Industry - Petrochemical Production - Chemical Industry - Methanol,EPA_GHGI_T_4_46,,, -pet_systems,Industry - Petroleum Systems - Fugitives - Crude Oil Refining,EPA_GHGI_T_3_38,,, -pet_systems,Industry - Petroleum Systems - Fugitives - Crude Oil Transportation,EPA_GHGI_T_3_38,,, -pet_systems,Industry - Petroleum Systems - Fugitives - Exploration,EPA_GHGI_T_3_38,,, -pet_systems,Industry - Petroleum Systems - Fugitives - Production and upgrading,EPA_GHGI_T_3_38,,, -direct,Industry - Phosphoric Acid Production - Chemical Industry,EPA_GHGI_T_2_1,,, -hcfc,Industry - SF6 and PFCs from Other Product Use - Other product manufacture and use - SF6 and PFCs from other product use - Military Applications - AWACS,EPA_GHGI_T_4_50,,, -hcfc,Industry - SF6 and PFCs from Other Product Use - Other product manufacture and use - SF6 and PFCs from other product use - Military Applications - Other Military Applications,EPA_GHGI_T_4_50,,, -hcfc,Industry - SF6 and PFCs from Other Product Use - Other product manufacture and use - SF6 and PFCs from other product use - Scientific Applications - Other Scientific Applications,EPA_GHGI_T_4_50,,, -hcfc,Industry - SF6 and PFCs from Other Product Use - Other product manufacture and use - SF6 and PFCs from other product use - Scientific Applications - Particle Accelerators,EPA_GHGI_T_4_50,,, -direct,Industry - Soda Ash Production - Chemical Industry,EPA_GHGI_T_2_1,,, -ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - AG Stationary,EPA_GHGI_T_2_1,,, -ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - Biomass - Wood,,,, -ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - Coal,negative emissions; align with 'Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial' to avoid double counting,,, -ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - Natural Gas,,,, -ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - Petroleum,,,, -ods_substitutes,Industry - Substitution of Ozone Depleting Substances - Product uses as substitutes for ODS,EPA_GHGI_T_4_102,,, -direct,Industry - Titanium Dioxide Production - Chemical Industry,EPA_GHGI_T_2_1,,, -urea,Industry - Urea Consumption for Non-Agricultural Purposes - Chemical Industry - Urea Consumption for Non-Agricultural Uses,EPA_GHGI_T_2_1,,, -direct,Industry - Wastewater Treatment - Wastewater Treatment and Discharge - Industrial,EPA_GHGI_T_2_1,,, -direct,Industry - Zinc Production - Metal Industry,EPA_GHGI_T_2_1,,, -residential_co2,Residential - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Coal,,,, -residential_co2,Residential - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Natural Gas,,,, -residential_co2,Residential - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Petroleum,,,, -direct,Residential - Stationary Combustion - Fossil Fuel Combustion - Biomass - Wood,,,, -direct,Residential - Stationary Combustion - Fossil Fuel Combustion - Coal,,,, -direct,Residential - Stationary Combustion - Fossil Fuel Combustion - Natural Gas,,,, -direct,Residential - Stationary Combustion - Fossil Fuel Combustion - Petroleum,,,, -ods_substitutes,Residential - Substitution of Ozone Depleting Substances - Product uses as substitutes for ODS,EPA_GHGI_T_4_102,,, -direct,Transportation - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Coal,,,, -transport_ng,Transportation - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Natural Gas,EPA_GHGI_T_A_14,,, -transport_petroleum,Transportation - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Petroleum,EPA_GHGI_T_A_14,,, -transport_nonroad,Transportation - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Construction,negative emissions; align with 'Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Non-Highway' to avoid double counting,,, -transport_nonroad,Transportation - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Farm Equipment,negative emissions; align with 'Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Non-Highway' to avoid double counting,,, -transport_nonroad,Transportation - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Other,negative emissions; align with 'Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Non-Highway' to avoid double counting,,, -transport_alt_fuel,Transportation - Mobile Combustion - Fossil Fuel Combustion - Other - Alternative Fuel Highway,,,, -transport_diesel,Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Diesel Highway,EPA_GHGI_T_3_14,,, -transport_gasoline,Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Gasoline Highway,EPA_GHGI_T_3_14,,, -transport_nonroad,Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Non-Highway,EPA_GHGI_T_3_14,,, -industrial_neu,Transportation - Non-Energy Use of Fuels - Non-Energy Uses of Fossil Fuels,,,, -ods_transportation,Transportation - Substitution of Ozone Depleting Substances - Product uses as substitutes for ODS,EPA_GHGI_T_4_102,,, -exclude,U.S. Territories - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - US Territories - Coal,,,, -exclude,U.S. Territories - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - US Territories - Natural Gas,,,, -exclude,U.S. Territories - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - US Territories - Petroleum,,,, -exclude,U.S. Territories - Non-Energy Use of Fuels - Non-Energy Uses of Fossil Fuels - US Territories,,,, -exclude,U.S. Territories - Stationary Combustion - Fossil Fuel Combustion - US Territories - Biomass - Wood,,,, -exclude,U.S. Territories - Stationary Combustion - Fossil Fuel Combustion - US Territories - Coal,,,, -exclude,U.S. Territories - Stationary Combustion - Fossil Fuel Combustion - US Territories - Natural Gas,,,, -exclude,U.S. Territories - Stationary Combustion - Fossil Fuel Combustion - US Territories - Petroleum,,,, +activity_set,name,note +use_table_pet,Agriculture - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Mobile Non-Highway Farm Equipment,"EPA_GHGI_T_A_14 (CO2 is included in Industrial/Commerical, not Mobile transport)" +ag_livestock,Agriculture - Enteric Fermentation,EPA_GHGI_T_5_3 +ag_livestock,Agriculture - Enteric Fermentation - American Bison,EPA_GHGI_T_5_3 +ag_livestock,Agriculture - Enteric Fermentation - Beef Cattle,EPA_GHGI_T_5_3 +ag_livestock,Agriculture - Enteric Fermentation - Dairy Cattle,EPA_GHGI_T_5_3 +ag_livestock,Agriculture - Enteric Fermentation - Goats,EPA_GHGI_T_5_3 +ag_livestock,Agriculture - Enteric Fermentation - Horses,EPA_GHGI_T_5_3 +ag_livestock,Agriculture - Enteric Fermentation - Mules and Asses,EPA_GHGI_T_5_3 +ag_livestock,Agriculture - Enteric Fermentation - Sheep,EPA_GHGI_T_5_3 +ag_livestock,Agriculture - Enteric Fermentation - Swine,EPA_GHGI_T_5_3 +ag_burning,Agriculture - Field Burning of Agricultural Residues,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Barley,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Maize,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Other - Oats,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Other - Other Small Grains,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Other - Rice,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Other - Sorghum,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Cereals - Wheat,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Cotton,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Grass Hay,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Legume Hay,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Sunflower,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Tobacco,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Other - Vegetables,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Chickpeas,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Dry Beans,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Lentils,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Peanuts,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Peas,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Pulses - Other - Soybeans,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Sugarcane,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Tubers and Roots - Other - Potatoes,EPA_GHGI_T_5_29 +ag_burning,Agriculture - Field Burning of Agricultural Residues - Tubers and Roots - Other - Sugarbeets,EPA_GHGI_T_5_29 +liming,"Agriculture - Liming - CO2 Emissions from Liming, Urea Application and Other Carbon-Containing Fertilizers - Dolomite",EPA_GHGI_T_2_1 +liming,"Agriculture - Liming - CO2 Emissions from Liming, Urea Application and Other Carbon-Containing Fertilizers - Limestone",EPA_GHGI_T_2_1 +ag_livestock,Agriculture - Manure Management - American Bison,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Beef Cattle,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Bison,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Dairy Cattle,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Dairy Heifers,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Goats,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Horses,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Mules and Asses,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Poultry,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Sheep,EPA_GHGI_T_5_7 +ag_livestock,Agriculture - Manure Management - Swine,EPA_GHGI_T_5_7 +transport_nonroad_ag,Agriculture - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Farm Equipment,EPA_GHGI_T_3_14 +n2o_soil_direct,Agriculture - Nitrous Oxide from Agricultural Soil Management - Direct and indirect N2O emissions from agricultural soils - Agricultural Soil Management - Cropland - Direct,EPA_GHGI_T_5_17 +n2o_soil_indirect,Agriculture - Nitrous Oxide from Agricultural Soil Management - Direct and indirect N2O emissions from agricultural soils - Agricultural Soil Management - Cropland - Indirect,EPA_GHGI_T_5_18 +n2o_soil_direct,Agriculture - Nitrous Oxide from Agricultural Soil Management - Direct and indirect N2O emissions from agricultural soils - Agricultural Soil Management - Grassland - Direct,EPA_GHGI_T_5_17 +n2o_soil_indirect,Agriculture - Nitrous Oxide from Agricultural Soil Management - Direct and indirect N2O emissions from agricultural soils - Agricultural Soil Management - Grassland - Indirect,EPA_GHGI_T_5_18 +direct,Agriculture - Rice Cultivation,EPA_GHGI_T_2_1 +use_table_pet,Agriculture - Stationary Combustion - Fossil Fuel Combustion - Industrial - AG Stationary, +urea_fertilizer,"Agriculture - Urea Fertilization - CO2 Emissions from Liming, Urea Application and Other Carbon-Containing Fertilizers",EPA_GHGI_T_2_1 +direct,Commercial - Anaerobic Digestion at Biogas Facilities - Biological Treatment of Solid Waste,EPA_GHGI_T_2_1 +use_table_coal,Commercial - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Coal,EPA_GHGI_T_2_1 +use_table_gas,Commercial - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Natural Gas,EPA_GHGI_T_2_1 +use_table_pet,Commercial - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Petroleum,EPA_GHGI_T_2_1 +direct,Commercial - Composting - Biological Treatment of Solid Waste,EPA_GHGI_T_2_1 +ind_com_ch4_n2o,Commercial - Stationary Combustion - Fossil Fuel Combustion - Biomass - Wood,EPA_GHGI_T_2_1 +ind_com_ch4_n2o,Commercial - Stationary Combustion - Fossil Fuel Combustion - Coal,EPA_GHGI_T_2_1 +ind_com_ch4_n2o,Commercial - Stationary Combustion - Fossil Fuel Combustion - Natural Gas,EPA_GHGI_T_2_1 +ind_com_ch4_n2o,Commercial - Stationary Combustion - Fossil Fuel Combustion - Petroleum,EPA_GHGI_T_2_1 +ods_substitutes,Commercial - Substitution of Ozone Depleting Substances - Product uses as substitutes for ODS,EPA_GHGI_T_2_1 +direct,Commercial - Landfills - Municipal - Solid Waste Disposal - Landfills - MSW Landfills Emissions,EPA_GHGI_T_2_1 +direct,Commercial - Wastewater Treatment - Wastewater Treatment and Discharge - Domestic,EPA_GHGI_T_2_1 +electric_power,Electric Power Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Electricity Generation - Coal, +electric_power,Electric Power Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Electricity Generation - Geothermal, +electric_power,Electric Power Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Electricity Generation - Natural Gas,EPA_GHGI_T_A_14 +electric_power,Electric Power Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Electricity Generation - Petroleum,EPA_GHGI_T_A_14 +electricity_transmission,Electric Power Industry - Electrical Equipment - Other product manufacture and use - Electric Power Systems,EPA_GHGI_T_A_14 +electricity_transmission,Electric Power Industry - Electrical Equipment - Other product manufacture and use - Equipment OEM, +direct,Electric Power Industry - Incineration of Waste - Incineration,EPA_GHGI_T_2_1 +temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Ceramics, +temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - FGD, +temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Flux Stone, +temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Non-Metallurgical Magnesium Production, +temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Other Miscellaneous Uses, +temp_drop,Electric Power Industry - Other Process Uses of Carbonates - Mineral Industry - Soda Ash Consumption, +electric_ch4_n2o,Electric Power Industry - Stationary Combustion - Fossil Fuel Combustion - Electricity Generation - Biomass - Wood, +electric_ch4_n2o,Electric Power Industry - Stationary Combustion - Fossil Fuel Combustion - Electricity Generation - Coal, +electric_ch4_n2o,Electric Power Industry - Stationary Combustion - Fossil Fuel Combustion - Electricity Generation - Natural Gas, +electric_ch4_n2o,Electric Power Industry - Stationary Combustion - Fossil Fuel Combustion - Electricity Generation - Petroleum, +direct,Industry - Abandoned Oil and Gas Wells - Fugitives - Abandoned Wells - Gas, +direct,Industry - Abandoned Oil and Gas Wells - Fugitives - Abandoned Wells - Oil,EPA_GHGI_T_2_1 +direct,Industry - Abandoned Underground Coal Mines - Fugitives - Abandoned Coal Mines - Liberated ,EPA_GHGI_T_2_1 +direct,Industry - Abandoned Underground Coal Mines - Fugitives - Abandoned Coal Mines - Recovered &Used,EPA_GHGI_T_2_1 +direct,Industry - Adipic Acid Production - Chemical Industry,EPA_GHGI_T_2_1 +direct,Industry - Aluminum Production - Metal Industry,EPA_GHGI_T_2_1 +direct,Industry - Ammonia Production - Chemical Industry,EPA_GHGI_T_2_1 +direct,"Industry - Caprolactam, Glyoxal and Glyoxylic Acid Production - Chemical Industry - Caprolactam",EPA_GHGI_T_2_1 +direct,Industry - Carbide Production and Consumption - Chemical Industry - Silicon Carbide Consumption,EPA_GHGI_T_2_1 +direct,Industry - Carbide Production and Consumption - Chemical Industry - Silicon Carbide Production,EPA_GHGI_T_2_1 +exclude,Industry - Carbon Dioxide Consumption - Other,Excluded from national model +use_table_coal,Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Coal, +use_table_pet,Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Mobile Non-Highway Farm Equipment,negative emissions; align with 'Industry - CO2 from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Petroleum' to avoid double counting +use_table_gas,Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Natural Gas, +use_table_pet,Industry - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Petroleum,EPA_GHGI_T_A_14 +direct,Industry - Cement Production - Mineral Industry, +industrial_coal,Industry - CO2 from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Coal - Manufacturing,m1 only +industrial_gas,Industry - CO2 from Fossil Fuel Combustion - Fossil Fuel Combustion - Industrial - Natural Gas - Manufacturing,m1 only +direct,Industry - Coal Mining - Fugitives - CO2 From Methane Flaring,EPA_GHGI_T_2_1 +direct,Industry - Coal Mining - Fugitives - Post-Mining (Surface),EPA_GHGI_T_2_1 +direct,Industry - Coal Mining - Fugitives - Post-Mining (Underground),EPA_GHGI_T_2_1 +direct,Industry - Coal Mining - Fugitives - Surface Mining,EPA_GHGI_T_2_1 +direct,Industry - Coal Mining - Fugitives - Underground Liberated,EPA_GHGI_T_2_1 +direct,Industry - Coal Mining - Fugitives - Underground Recovered &Used,EPA_GHGI_T_2_1 +direct,Industry - Coal Mining - Fugitives - Underground Recovered &Used For Energy,EPA_GHGI_T_2_1 +direct,Industry - Electronics Industry - Micro-Electro-Mechanical Devices, +direct,Industry - Electronics Industry - Photovoltaics, +direct,Industry - Electronics Industry - Semiconductor Manufacture, +direct_ods,Industry - Electronics Industry - Semiconductor Manufacture - Heat Transfer Fluids, +direct,Industry - Ferroalloy Production - Metal Industry,EPA_GHGI_T_2_1 +hcfc,Industry - Fluorochemical Production - Chemical Industry - HCFC-22 Production,EPA_GHGI_T_4_50 +hcfc,Industry - Fluorochemical Production - Chemical Industry - Production of fluorochemicals other than HCFC-22,EPA_GHGI_T_4_50 +direct,Industry - Glass Production - Mineral Industry,EPA_GHGI_T_2_1 +direct,Industry - Iron and Steel Production - Metal Industry - Metallurgical Coke Production,EPA_GHGI_T_2_1 +direct,Industry - Iron and Steel Production - Metal Industry - Other Activities,EPA_GHGI_T_2_1 +direct,Industry - Iron and Steel Production - Metal Industry - Pellet Production,EPA_GHGI_T_2_1 +direct,Industry - Iron and Steel Production - Metal Industry - Pig Iron Production,EPA_GHGI_T_2_1 +direct,Industry - Iron and Steel Production - Metal Industry - Sinter Production,EPA_GHGI_T_2_1 +direct,Industry - Iron and Steel Production - Metal Industry - Steel Production,EPA_GHGI_T_2_1 +direct,Industry - Landfills - Industrial - Solid Waste Disposal - Landfills - Industrial Waste Landfills Emissions,EPA_GHGI_T_2_1 +lead,Industry - Lead Production - Metal Industry,EPA_GHGI_T_2_1 +direct,Industry - Lime Production - Mineral Industry,EPA_GHGI_T_2_1 +magnesium,Industry - Magnesium Production - Metal Industry,EPA_GHGI_T_4_84 +transport_nonroad_construction,Industry - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Construction,EPA_GHGI_T_3_14 +transport_nonroad_other,Industry - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Other, +nitrous_oxide_use,Industry - N2O from Product Uses - Other product manufacture and use - Medical Applications,EPA_GHGI_T_2_1 +nitrous_oxide_use,Industry - N2O from Product Uses - Other product manufacture and use - Other,EPA_GHGI_T_2_1 +nitrous_oxide_use,Industry - N2O from Product Uses - Other product manufacture and use - Propellant for Pressure and Aerosol Products,EPA_GHGI_T_2_1 +ng_systems,Industry - Natural Gas Systems - Fugitives - Distribution,EPA_GHGI_T_3_63 +ng_systems,Industry - Natural Gas Systems - Fugitives - Exploration,EPA_GHGI_T_3_63 +ng_systems,Industry - Natural Gas Systems - Fugitives - Gas Post-Meter,EPA_GHGI_T_3_63 +ng_systems,Industry - Natural Gas Systems - Fugitives - Processing,EPA_GHGI_T_3_63 +ng_systems,Industry - Natural Gas Systems - Fugitives - Production and Gathering,EPA_GHGI_T_3_63 +ng_systems,Industry - Natural Gas Systems - Fugitives - Transmission and Storage,EPA_GHGI_T_3_63 +direct,Industry - Nitric Acid Production - Chemical Industry,EPA_GHGI_T_2_1 +industrial_neu,Industry - Non-Energy Use of Fuels - Non-Energy Uses of Fossil Fuels - Industrial,EPA_GHGI_T_A_14 +carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Ceramics,EPA_GHGI_T_2_1 +carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - FGD,EPA_GHGI_T_2_1 +carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Flux Stone,EPA_GHGI_T_2_1 +carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Non-Metallurgical Magnesium Production,EPA_GHGI_T_2_1 +carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Other Miscellaneous Uses,EPA_GHGI_T_2_1 +carbonate_use,Industry - Other Process Uses of Carbonates - Mineral Industry - Soda Ash Consumption,EPA_GHGI_T_2_1 +petrochemicals,Industry - Petrochemical Production - Chemical Industry - Acrylonitrile,EPA_GHGI_T_4_46 +petrochemicals,Industry - Petrochemical Production - Chemical Industry - Carbon Black,EPA_GHGI_T_4_46 +petrochemicals,Industry - Petrochemical Production - Chemical Industry - Ethylene,EPA_GHGI_T_4_46 +petrochemicals,Industry - Petrochemical Production - Chemical Industry - Ethylene Dichloride,EPA_GHGI_T_4_46 +petrochemicals,Industry - Petrochemical Production - Chemical Industry - Ethylene Oxide,EPA_GHGI_T_4_46 +petrochemicals,Industry - Petrochemical Production - Chemical Industry - Methanol,EPA_GHGI_T_4_46 +pet_systems,Industry - Petroleum Systems - Fugitives - Crude Oil Refining,EPA_GHGI_T_3_38 +pet_systems,Industry - Petroleum Systems - Fugitives - Crude Oil Transportation,EPA_GHGI_T_3_38 +pet_systems,Industry - Petroleum Systems - Fugitives - Exploration,EPA_GHGI_T_3_38 +pet_systems,Industry - Petroleum Systems - Fugitives - Production and upgrading,EPA_GHGI_T_3_38 +direct,Industry - Phosphoric Acid Production - Chemical Industry,EPA_GHGI_T_2_1 +hcfc,Industry - SF6 and PFCs from Other Product Use - Other product manufacture and use - SF6 and PFCs from other product use - Military Applications - AWACS,EPA_GHGI_T_4_50 +hcfc,Industry - SF6 and PFCs from Other Product Use - Other product manufacture and use - SF6 and PFCs from other product use - Military Applications - Other Military Applications,EPA_GHGI_T_4_50 +hcfc,Industry - SF6 and PFCs from Other Product Use - Other product manufacture and use - SF6 and PFCs from other product use - Scientific Applications - Other Scientific Applications,EPA_GHGI_T_4_50 +hcfc,Industry - SF6 and PFCs from Other Product Use - Other product manufacture and use - SF6 and PFCs from other product use - Scientific Applications - Particle Accelerators,EPA_GHGI_T_4_50 +direct,Industry - Soda Ash Production - Chemical Industry,EPA_GHGI_T_2_1 +ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - AG Stationary,EPA_GHGI_T_2_1 +ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - Biomass - Wood, +ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - Coal,negative emissions; align with 'Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial' to avoid double counting +ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - Natural Gas, +ind_com_ch4_n2o,Industry - Stationary Combustion - Fossil Fuel Combustion - Industrial - Petroleum, +ods_substitutes,Industry - Substitution of Ozone Depleting Substances - Product uses as substitutes for ODS,EPA_GHGI_T_4_102 +direct,Industry - Titanium Dioxide Production - Chemical Industry,EPA_GHGI_T_2_1 +urea,Industry - Urea Consumption for Non-Agricultural Purposes - Chemical Industry - Urea Consumption for Non-Agricultural Uses,EPA_GHGI_T_2_1 +direct,Industry - Wastewater Treatment - Wastewater Treatment and Discharge - Industrial,EPA_GHGI_T_2_1 +direct,Industry - Zinc Production - Metal Industry,EPA_GHGI_T_2_1 +residential_co2,Residential - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Coal, +residential_co2,Residential - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Natural Gas, +residential_co2,Residential - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Petroleum, +direct,Residential - Stationary Combustion - Fossil Fuel Combustion - Biomass - Wood, +direct,Residential - Stationary Combustion - Fossil Fuel Combustion - Coal, +direct,Residential - Stationary Combustion - Fossil Fuel Combustion - Natural Gas, +direct,Residential - Stationary Combustion - Fossil Fuel Combustion - Petroleum, +ods_substitutes,Residential - Substitution of Ozone Depleting Substances - Product uses as substitutes for ODS,EPA_GHGI_T_4_102 +direct,Transportation - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Coal, +transport_ng,Transportation - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Natural Gas,EPA_GHGI_T_A_14 +transport_petroleum,Transportation - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - Petroleum,EPA_GHGI_T_A_14 +transport_nonroad,Transportation - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Construction,negative emissions; align with 'Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Non-Highway' to avoid double counting +transport_nonroad,Transportation - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Farm Equipment,negative emissions; align with 'Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Non-Highway' to avoid double counting +transport_nonroad,Transportation - Mobile Combustion - Fossil Fuel Combustion - Mobile Non-Highway Other,negative emissions; align with 'Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Non-Highway' to avoid double counting +transport_alt_fuel,Transportation - Mobile Combustion - Fossil Fuel Combustion - Other - Alternative Fuel Highway, +transport_diesel,Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Diesel Highway,EPA_GHGI_T_3_14 +transport_gasoline,Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Gasoline Highway,EPA_GHGI_T_3_14 +transport_nonroad,Transportation - Mobile Combustion - Fossil Fuel Combustion - Petroleum - Non-Highway,EPA_GHGI_T_3_14 +industrial_neu,Transportation - Non-Energy Use of Fuels - Non-Energy Uses of Fossil Fuels, +ods_transportation,Transportation - Substitution of Ozone Depleting Substances - Product uses as substitutes for ODS,EPA_GHGI_T_4_102 +exclude,U.S. Territories - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - US Territories - Coal, +exclude,U.S. Territories - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - US Territories - Natural Gas, +exclude,U.S. Territories - Carbon Dioxide from Fossil Fuel Combustion - Fossil Fuel Combustion - US Territories - Petroleum, +exclude,U.S. Territories - Non-Energy Use of Fuels - Non-Energy Uses of Fossil Fuels - US Territories, +exclude,U.S. Territories - Stationary Combustion - Fossil Fuel Combustion - US Territories - Biomass - Wood, +exclude,U.S. Territories - Stationary Combustion - Fossil Fuel Combustion - US Territories - Coal, +exclude,U.S. Territories - Stationary Combustion - Fossil Fuel Combustion - US Territories - Natural Gas, +exclude,U.S. Territories - Stationary Combustion - Fossil Fuel Combustion - US Territories - Petroleum,