diff --git a/DESCRIPTION b/DESCRIPTION
index dd85aab..0a9c7b6 100644
--- a/DESCRIPTION
+++ b/DESCRIPTION
@@ -1,6 +1,6 @@
 Package: crestr
 Title: A Probabilistic Approach to Reconstruct Past Climates Using Palaeoecological Datasets
-Version: 1.3.0.9000
+Version: 1.3.1
 Authors@R:
     person(given = "Manuel",
            family = "Chevalier",
diff --git a/README.Rmd b/README.Rmd
index a11c657..78ce3f1 100644
--- a/README.Rmd
+++ b/README.Rmd
@@ -150,7 +150,7 @@ recons
 The climate sampled by the data can be graphically represented for a quick
 assessment of the calibration dataset.
 
-```{r plot-climate-space, out.width="100%", fig.height=6, fig.width=6}
+```{r plot-climate-space, out.width="100%", fig.height=7, fig.width=7}
 plot_climateSpace(recons)
 ```
 
diff --git a/README.md b/README.md
index cbd1455..73f295e 100644
--- a/README.md
+++ b/README.md
@@ -201,6 +201,7 @@ recons
 #> *       ________________________________________ bio12: 50
 #> *   x Weighting of the climate space ........... TRUE
 #> *       Using a linear correction
+#> *   x Restriction to climate with observations . FALSE
 #> *   x Shape of the PDFs ........................ bio1: normal
 #> *     __________________________________________ bio12: lognormal
 #> *
diff --git a/crestr_1.3.0.9000.pdf b/crestr_1.3.1.pdf
similarity index 83%
rename from crestr_1.3.0.9000.pdf
rename to crestr_1.3.1.pdf
index 4e21cec..7021ad2 100644
Binary files a/crestr_1.3.0.9000.pdf and b/crestr_1.3.1.pdf differ
diff --git a/man/figures/README-plot-1.png b/man/figures/README-plot-1.png
index eb4544e..289a83e 100644
Binary files a/man/figures/README-plot-1.png and b/man/figures/README-plot-1.png differ
diff --git a/man/figures/README-plot-2.png b/man/figures/README-plot-2.png
index 1743a27..7aabb26 100644
Binary files a/man/figures/README-plot-2.png and b/man/figures/README-plot-2.png differ
diff --git a/man/figures/README-plot-climate-space-1.png b/man/figures/README-plot-climate-space-1.png
index 3d08cbe..eed654d 100644
Binary files a/man/figures/README-plot-climate-space-1.png and b/man/figures/README-plot-climate-space-1.png differ
diff --git a/man/figures/README-plot-plot_taxaCharacteristics-1.png b/man/figures/README-plot-plot_taxaCharacteristics-1.png
index 86ead58..969368d 100644
Binary files a/man/figures/README-plot-plot_taxaCharacteristics-1.png and b/man/figures/README-plot-plot_taxaCharacteristics-1.png differ