diff --git a/examples/notebooks/Grids_and_Cartopy.ipynb b/examples/notebooks/Grids_and_Cartopy.ipynb
index 9965232..854e2c6 100644
--- a/examples/notebooks/Grids_and_Cartopy.ipynb
+++ b/examples/notebooks/Grids_and_Cartopy.ipynb
@@ -19,7 +19,7 @@
     "\n",
     "---\n",
     "\n",
-    "<div style=\"float:right; width:250 px\"><img src=\"../images/[image name]_preview.png\" alt=\"Colorized RAP13 Conus image\" style=\"height: 300px;\"></div>\n",
+    "<div style=\"float:right; width:250 px\"><img src=\"../images/grids_and_cartopy_preview.png\" alt=\"Colorized RAP13 Conus image\" style=\"height: 300px;\"></div>\n",
     "\n",
     "\n",
     "# Objectives\n",
@@ -38,7 +38,7 @@
    },
    "source": [
     "<h1>Table of Contents<span class=\"tocSkip\"></span></h1>\n",
-    "<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Imports\" data-toc-modified-id=\"Imports-1\"><span class=\"toc-item-num\">1&nbsp;&nbsp;</span>Imports</a></span></li><li><span><a href=\"#Define-Data-Request\" data-toc-modified-id=\"Define-Data-Request-2\"><span class=\"toc-item-num\">2&nbsp;&nbsp;</span>Define Data Request</a></span></li><li><span><a href=\"#Limit-Results-Based-on-Time\" data-toc-modified-id=\"Limit-Results-Based-on-Time-3\"><span class=\"toc-item-num\">3&nbsp;&nbsp;</span>Limit Results Based on Time</a></span></li><li><span><a href=\"#Function:-make_map()\" data-toc-modified-id=\"Function:-make_map()-4\"><span class=\"toc-item-num\">4&nbsp;&nbsp;</span>Function: make_map()</a></span></li><li><span><a href=\"#Use-the-Grid-Data!\" data-toc-modified-id=\"Use-the-Grid-Data!-5\"><span class=\"toc-item-num\">5&nbsp;&nbsp;</span>Use the Grid Data!</a></span><ul class=\"toc-item\"><li><span><a href=\"#Plot-Using-pcolormesh\" data-toc-modified-id=\"Plot-Using-pcolormesh-5.1\"><span class=\"toc-item-num\">5.1&nbsp;&nbsp;</span>Plot Using pcolormesh</a></span></li><li><span><a href=\"#Plot-Using-contourf\" data-toc-modified-id=\"Plot-Using-contourf-5.2\"><span class=\"toc-item-num\">5.2&nbsp;&nbsp;</span>Plot Using contourf</a></span></li></ul></li><li><span><a href=\"#See-Also\" data-toc-modified-id=\"See-Also-6\"><span class=\"toc-item-num\">6&nbsp;&nbsp;</span>See Also</a></span><ul class=\"toc-item\"><li><span><a href=\"#Related-Notebooks\" data-toc-modified-id=\"Related-Notebooks-6.1\"><span class=\"toc-item-num\">6.1&nbsp;&nbsp;</span>Related Notebooks</a></span></li><li><span><a href=\"#Additional-Documention\" data-toc-modified-id=\"Additional-Documention-6.2\"><span class=\"toc-item-num\">6.2&nbsp;&nbsp;</span>Additional Documention</a></span></li></ul></li></ul></div>"
+    "<div class=\"toc\"><ul class=\"toc-item\"><li><span><a href=\"#Imports\" data-toc-modified-id=\"Imports-1\"><span class=\"toc-item-num\">1&nbsp;&nbsp;</span>Imports</a></span></li><li><span><a href=\"#Define-Data-Request\" data-toc-modified-id=\"Define-Data-Request-2\"><span class=\"toc-item-num\">2&nbsp;&nbsp;</span>Define Data Request</a></span></li><li><span><a href=\"#Limit-Results-Based-on-Time\" data-toc-modified-id=\"Limit-Results-Based-on-Time-3\"><span class=\"toc-item-num\">3&nbsp;&nbsp;</span>Limit Results Based on Time</a></span></li><li><span><a href=\"#Function:-make_map()\" data-toc-modified-id=\"Function:-make_map()-4\"><span class=\"toc-item-num\">4&nbsp;&nbsp;</span>Function: make_map()</a></span></li><li><span><a href=\"#Use-the-Grid-Data!\" data-toc-modified-id=\"Use-the-Grid-Data!-5\"><span class=\"toc-item-num\">5&nbsp;&nbsp;</span>Use the Grid Data!</a></span><ul class=\"toc-item\"><li><span><a href=\"#Plot-Using-pcolormesh\" data-toc-modified-id=\"Plot-Using-pcolormesh-5.1\"><span class=\"toc-item-num\">5.1&nbsp;&nbsp;</span>Plot Using pcolormesh</a></span></li><li><span><a href=\"#Plot-Using-contourf\" data-toc-modified-id=\"Plot-Using-contourf-5.2\"><span class=\"toc-item-num\">5.2&nbsp;&nbsp;</span>Plot Using contourf</a></span></li></ul></li><li><span><a href=\"#See-Also\" data-toc-modified-id=\"See-Also-6\"><span class=\"toc-item-num\">6&nbsp;&nbsp;</span>See Also</a></span><ul class=\"toc-item\"><li><span><a href=\"#Related-Notebooks\" data-toc-modified-id=\"Related-Notebooks-6.1\"><span class=\"toc-item-num\">6.1&nbsp;&nbsp;</span>Related Notebooks</a></span></li><li><span><a href=\"#Additional-Documentation\" data-toc-modified-id=\"Additional-Documentation-6.2\"><span class=\"toc-item-num\">6.2&nbsp;&nbsp;</span>Additional Documentation</a></span></li></ul></li></ul></div>"
    ]
   },
   {
@@ -340,7 +340,7 @@
     "\n",
     "* [Grid Levels and Parameters](https://unidata.github.io/python-awips/examples/generated/Grid_Levels_and_Parameters.html)\n",
     "\n",
-    "### Additional Documention\n",
+    "### Additional Documentation\n",
     "\n",
     "**python-awips:**\n",
     "* [awips.DataAccessLayer](http://unidata.github.io/python-awips/api/DataAccessLayer.html)\n",