Merge cf62642 into 3868797

docs/notebooks/figanos_docs.ipynb

@@ -767,14 +767,13 @@
     "        'https://pavics.ouranos.ca/twitcher/ows/proxy/thredds/dodsC/birdhouse/ouranos/portraits-clim-1.1/IPSL-CM5B-LR_rcp85_prcptot_monthly.nc',\n",
     "        ]\n",
     "ens = ensembles.create_ensemble(urls)\n",
-    "fut = ens.sel(time=slice(\"2020\", \"2050\"))\n",
-    "ref = ens.sel(time=slice(\"1990\", \"2020\"))\n",
-    "delta = fut.mean(\"time\") - ref.mean(\"time\")\n",
-    "chng_f, pos_f = ensembles.change_significance(\n",
-    "    delta, test=\"threshold\", abs_thresh=2\n",
-    ")\n",
-    "sup_8 = chng_f.where(chng_f.prcptot>0.8)\n",
-    "inf_5 = chng_f.where(chng_f.prcptot<0.5)\n",
+    "fut = ens.sel(time=slice(\"2020\", \"2050\")).prcptot\n",
+    "ref = ens.sel(time=slice(\"1990\", \"2020\")).prcptot\n",
+    "chng_f= ensembles.robustness_fractions(\n",
+    "    fut, ref, test=\"threshold\", abs_thresh=2\n",
+    ").changed\n",
+    "sup_8 = chng_f.where(chng_f>0.8)\n",
+    "inf_5 = chng_f.where(chng_f<0.5)\n",
     "\n",
     "ens_stats = ensembles.ensemble_mean_std_max_min(ens)\n",
     "\n",
@@ -1188,6 +1187,14 @@
     "    line_kw={'lw':2}\n",
     ")\n"
    ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "75349096",
+   "metadata": {},
+   "outputs": [],
+   "source": []
   }
  ],
  "metadata": {

environment-dev.yml

@@ -17,7 +17,7 @@ dependencies:
   - pyyaml
   - scikit-image
   - xarray
-  - xclim >=0.38
+  - xclim >=0.47
   # To make the package and notebooks usable
   - dask
   - h5py

pyproject.toml

@@ -46,7 +46,7 @@ dependencies = [
   "seaborn",
   "scikit-image",
   "xarray",
-  "xclim>=0.38"
+  "xclim>=0.47"
 ]
 
 [project.optional-dependencies]