diff --git a/examples/notebooks/Precip_Accumulation_Region_of_Interest.ipynb b/examples/notebooks/Precip_Accumulation_Region_of_Interest.ipynb
index 58ddcd1..dd177b4 100644
--- a/examples/notebooks/Precip_Accumulation_Region_of_Interest.ipynb
+++ b/examples/notebooks/Precip_Accumulation_Region_of_Interest.ipynb
@@ -38,12 +38,12 @@
     "&nbsp;&nbsp;&nbsp;&nbsp;[2.3 Refine the Request](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#refine-the-request)<br>  \n",
     "&nbsp;&nbsp;&nbsp;&nbsp;[2.4 Get Times](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#get-times)<br>  \n",
     "[3 Function: calculate_accumulated_precip()](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#function-calculate-accumulated-precip)<br>  \n",
-    "[4 Function: make_map()](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interes.htmlt#function-make-map)<br>  \n",
+    "[4 Function: make_map()](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.htmlt#function-make-map)<br>  \n",
     "[5 Get the Data!](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#get-the-data)<br>  \n",
-    "[6 Plot the Data!](https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.html#plot-the-data)<br>  \n",
+    "[6 Plot the Data!](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#plot-the-data)<br>  \n",
     "&nbsp;&nbsp;&nbsp;&nbsp;[6.1 Create CONUS Image](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#create-conus-image)<br>  \n",
     "&nbsp;&nbsp;&nbsp;&nbsp;[6.2 Create Region of Interest Image](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#create-region-of-interest-image)<br>  \n",
-    "[7 High Resolution ROI](https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.html#high-resolution-roi)<br>  \n",
+    "[7 High Resolution ROI](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#high-resolution-roi)<br>  \n",
     "&nbsp;&nbsp;&nbsp;&nbsp;[7.1 New Data Request](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#new-data-request)<br>  \n",
     "&nbsp;&nbsp;&nbsp;&nbsp;[7.2 Calculate Data](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#calculate-data)<br>  \n",
     "&nbsp;&nbsp;&nbsp;&nbsp;[7.3 Plot ROI](https://unidata.github.io/python-awips/examples/generated/Precip_Accumulation_Region_of_Interest.html#plot-roi)<br>  \n",
@@ -637,13 +637,15 @@
     "### 8.2 Additional Documentation\n",
     "\n",
     "**python-awips:**\n",
-    "* [awips.DataAccessLayer](http://unidata.github.io/python-awips/api/DataAccessLayer.html)\n",
-    "* [awips.PyGridData](http://unidata.github.io/python-awips/api/PyGridData.html)\n",
+    "\n",
+    "- [awips.DataAccessLayer](http://unidata.github.io/python-awips/api/DataAccessLayer.html)\n",
+    "- [awips.PyGridData](http://unidata.github.io/python-awips/api/PyGridData.html)\n",
     "\n",
     "**matplotlib:**\n",
-    "* [matplotlib.pyplot](https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.html)\n",
-    "* [matplotlib.pyplot.subplot](https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.subplot.html)\n",
-    "* [matplotlib.pyplot.pcolormesh](https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.pcolormesh.html)"
+    "\n",
+    "- [matplotlib.pyplot](https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.html)\n",
+    "- [matplotlib.pyplot.subplot](https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.subplot.html)\n",
+    "- [matplotlib.pyplot.pcolormesh](https://matplotlib.org/3.3.3/api/_as_gen/matplotlib.pyplot.pcolormesh.html)"
    ]
   },
   {