Checked whether reanalysis data includes rain seasons

GoogleFloodHub/src/GRRR.ipynb

@@ -550,7 +550,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 62,
+   "execution_count": 599,
    "metadata": {},
    "outputs": [
     {
@@ -1513,7 +1513,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 69,
+   "execution_count": 602,
    "metadata": {},
    "outputs": [
     {
@@ -1561,6 +1561,11 @@
     "    :param ds: the reanalysis dataset\n",
     "    :return: the dataset with annual maximum values\n",
     "    \"\"\"\n",
+    "    # exclude non-complete years from the reanalysis dataset, because\n",
+    "    # these might not include the rain season, and, consequently, neither\n",
+    "    # the annual water rises and/or floodings, and thus the annual maxima\n",
+    "    # ... this subsetting procedure is moved elsewhere\n",
+    "\n",
     "    if not pd.api.types.is_datetime64_any_dtype(ds['time']):\n",
     "        ds['time'] = pd.to_datetime(ds['time'].values)\n",
     "    return ds['streamflow'].resample(time = 'Y').max()\n",