diff --git a/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb b/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb
index 2f1596c..89346ac 100644
--- a/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb
+++ b/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb
@@ -31,7 +31,7 @@
"## Table of Contents\n",
"\n",
"[1 Imports](https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.html#imports)
\n",
- "[2 Initial Setup](https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.ipynb#Initial-Setup)
\n",
+ "[2 Initial Setup](https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.html#Initial-Setup)
\n",
" [2.1 Geographic Filter](https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.html#geographic-filter)
\n",
" [2.2 EDEX Connnection](https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.html#edex-connection)
\n",
"[3 Filter by Time](https://unidata.github.io/python-awips/examples/generated/Colored_Surface_Temperature_Plot.html#filter-by-time)
\n",
@@ -338,7 +338,7 @@
"## 7 See Also\n",
"\n",
"\n",
- "### 71. Additional Documention\n",
+ "### 7.1 Additional Documention\n",
"\n",
"**python-awips**\n",
"\n",