cleanup

bopen · Jan 3, 2024 · ab930a8 · ab930a8
1 parent 7186896
commit ab930a8
Showing 1 changed file with 56 additions and 1 deletion.
diff --git a/notebooks/wp4/cmip6_sea_ice_concentration_maps.ipynb b/notebooks/wp4/cmip6_sea_ice_concentration_maps.ipynb
@@ -1,5 +1,19 @@
 {
  "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## CMIP6 sea ice concentration maps"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Import libraries"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -18,6 +32,13 @@
     "warnings.filterwarnings(\"ignore\", module=\"cf_xarray\")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Set parameters"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -31,7 +52,6 @@
     "    slice(\"2005\", \"2014\"),\n",
     "]\n",
     "\n",
-    "\n",
     "# Regions\n",
     "regions = (\"northern_hemisphere\", \"southern_hemisphere\")\n",
     "assert set(regions) <= {\"northern_hemisphere\", \"southern_hemisphere\"}\n",
@@ -75,6 +95,13 @@
     "]"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Define requests"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -103,6 +130,13 @@
     ")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Functions to cache"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -158,6 +192,13 @@
     "    return sic.to_dataset(name=\"sic\")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Download and transform CMIP6"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -199,6 +240,13 @@
     "    cmip6_datasets[region] = xr.concat(period_datasets, \"period\")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Download and transform satellite data"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -236,6 +284,13 @@
     "    satellite_datasets[region] = xr.concat(period_datasets, \"period\")"
    ]
   },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "## Plot maps"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,