diff --git a/examples/images/colored_surface_temp_preview.png b/examples/images/colored_surface_temp_preview.png
new file mode 100644
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diff --git a/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb b/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb
index 413b633..cef9e2e 100644
--- a/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb
+++ b/examples/notebooks/Colored_Surface_Temperature_Plot.ipynb
@@ -4,35 +4,58 @@
"cell_type": "markdown",
"metadata": {},
"source": [
- "This exercise creates a colored temperature plot for North America using AWIPS METAR observations (datatype *obs*), similar to existing products in GEMPAK and CAVE."
+ "\n",
+ "
\n",
+ "\n",
+ "\n",
+ "# Objectives\n",
+ "\n",
+ "* Use python-awips to connect to an edex server\n",
+ "* Define and filter data request for METAR surface obs\n",
+ "* Define a color threshold and use it to plot a useful map\n",
+ "* Create a product similar to existing products in GEMPAK and CAVE\n",
+ "\n",
+ "---"
+ ]
+ },
+ {
+ "cell_type": "markdown",
+ "metadata": {
+ "toc": true
+ },
+ "source": [
+ "
![\"Unidata](\"https://docs.unidata.ucar.edu/images/logos/unidata_logo_vertical_150x150.png\")
\n",
+ "![\"[image](\"../images/colored_surface_temp_preview.png\")