updating figure descriptions in abc_plots notebook

examples/abc/abc_plots.ipynb

@@ -273,7 +273,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Figure 2:  Raw vs. Deb vs ABC models (lat_lon_skill maps)"
+    "## Figure 2:  Raw vs. Deb vs. ABC models (lat_lon_skill maps)"
    ]
   },
   {
@@ -403,7 +403,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Figure 4:  Raw vs ABC models (lat_lon_error maps)"
+    "## Figure 4:  Raw vs. ABC models (lat_lon_error maps)"
    ]
   },
   {
@@ -499,7 +499,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Cohort Shapley figures: Figure 5-7\n",
+    "# Cohort Shapley Figures: Figures 5-7\n",
     "## Run Cohort Shapley analysis"
    ]
   },
@@ -1124,7 +1124,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Figure S3: Spatial skill distribution plots - Raw vs. Deb vs ABC models \n",
+    "## Figure S3: Spatial skill distribution plots - Raw vs. Deb vs. ABC models \n",
     "#### (SubX mean lat_lon_skill maps)"
    ]
   },
@@ -1204,7 +1204,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "## Figure S4: Baselines - Raw vs. Deb vs ABC models \n",
+    "## Figure S4: Baselines - Raw vs. Deb vs. ABC models \n",
     "#### (Baseline lat_lon_skill maps)"
    ]
   },
@@ -1381,7 +1381,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Probabilistic evaluation plots: Figure 7-10\n",
+    "# Probabilistic Evaluation Plots: Figures 7-10\n",
     "#### Save bss and lat_lon_bss metric dataframes"
    ]
   },
@@ -1649,7 +1649,7 @@
    "cell_type": "markdown",
    "metadata": {},
    "source": [
-    "# Spatial bias plots: Figure 11-13\n",
+    "# Spatial bias plots: Figures 11-13\n",
     "## Figure S11: Raw vs. ABC models (SubX mean lat_lon_error maps)"
    ]
   },