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diff --git a/01_introduction.Rmd b/01_introduction.Rmd
@@ -143,11 +143,30 @@ Here are some common file formats you'll encounter when working with **other** d
 <!--- Additional Resources --->
 # Additional Resources
 
+## Workshops
 
-<!--- References --->
-# References
+[Intro to GIS with QGIS](https://ucdavisdatalab.github.io/Intro-to-Desktop-GIS-with-QGIS/)
 
+[Cartography for Map Figures in Academic Journals & Books](https://github.com/MicheleTobias/Workshop-Cartography-Journal-Figures/blob/master/README.md)
 
+## Software
+
+[QGIS](https://qgis.org/) - always free, open source
+
+[ArcGIS Pro](https://servicehub.ucdavis.edu/servicehub?id=ucd_kb_article&sys_id=66e8687fdb0aeb006939fd831d961941) - free for UC Davis campus affiliates, but very expensive to purchase on your own
+
+
+## Books
+
+Bolstad, Paul, and Steven Manson. [*GIS Fundamentals: A First Text on Geographic Information Systems*](https://search.library.ucdavis.edu/permalink/01UCD_INST/9fle3i/alma991001527469303126). 7th edition., Eider Press, 2022.
+
+
+<!--- Citations --->
+# Citations
+
+This workshop uses the following materials as reference:
+
+Bolstad, Paul. 2019. [*GIS Fundamentals: a first text on geographic information systems*](https://search.library.ucdavis.edu/permalink/01UCD_INST/9fle3i/alma9981450459603126). 6th edition, XanEdu.
 
 
 

diff --git a/docs/404.html b/docs/404.html
@@ -24,7 +24,7 @@
 <meta name="author" content="PhD" />
 
 
-<meta name="date" content="2024-09-23" />
+<meta name="date" content="2024-09-25" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1" />
   <meta name="apple-mobile-web-app-capable" content="yes" />
@@ -87,7 +87,7 @@
 </ul></li>
 <li class="chapter" data-level="1" data-path="introduction.html"><a href="introduction.html"><i class="fa fa-check"></i><b>1</b> Introduction</a>
 <ul>
-<li class="chapter" data-level="1.1" data-path="introduction.html"><a href="introduction.html#data-types"><i class="fa fa-check"></i><b>1.1</b> Data Types</a></li>
+<li class="chapter" data-level="1.1" data-path="introduction.html"><a href="introduction.html#data-models"><i class="fa fa-check"></i><b>1.1</b> Data Models</a></li>
 <li class="chapter" data-level="1.2" data-path="introduction.html"><a href="introduction.html#file-formats"><i class="fa fa-check"></i><b>1.2</b> File Formats</a></li>
 <li class="chapter" data-level="1.3" data-path="introduction.html"><a href="introduction.html#why"><i class="fa fa-check"></i><b>1.3</b> Why?</a></li>
 <li class="chapter" data-level="1.4" data-path="introduction.html"><a href="introduction.html#the-big-picture"><i class="fa fa-check"></i><b>1.4</b> The Big Picture</a></li>
@@ -109,13 +109,18 @@
 <li class="chapter" data-level="4.1" data-path="cross-over-data.html"><a href="cross-over-data.html#vectors-representing-gradients"><i class="fa fa-check"></i><b>4.1</b> Vectors Representing Gradients</a></li>
 <li class="chapter" data-level="4.2" data-path="cross-over-data.html"><a href="cross-over-data.html#raster-representing-discrete-objects"><i class="fa fa-check"></i><b>4.2</b> Raster Representing Discrete Objects</a></li>
 </ul></li>
-<li class="chapter" data-level="5" data-path="other-data-types.html"><a href="other-data-types.html"><i class="fa fa-check"></i><b>5</b> Other Data Types</a>
+<li class="chapter" data-level="5" data-path="other-data-models.html"><a href="other-data-models.html"><i class="fa fa-check"></i><b>5</b> Other data models</a>
 <ul>
-<li class="chapter" data-level="5.1" data-path="other-data-types.html"><a href="other-data-types.html#point-cloud-data"><i class="fa fa-check"></i><b>5.1</b> Point Cloud Data</a></li>
-<li class="chapter" data-level="5.2" data-path="other-data-types.html"><a href="other-data-types.html#mesh-data"><i class="fa fa-check"></i><b>5.2</b> Mesh Data</a></li>
+<li class="chapter" data-level="5.1" data-path="other-data-models.html"><a href="other-data-models.html#point-cloud-data"><i class="fa fa-check"></i><b>5.1</b> Point Cloud Data</a></li>
+<li class="chapter" data-level="5.2" data-path="other-data-models.html"><a href="other-data-models.html#mesh-data"><i class="fa fa-check"></i><b>5.2</b> Mesh Data</a></li>
 </ul></li>
-<li class="chapter" data-level="6" data-path="additional-resources.html"><a href="additional-resources.html"><i class="fa fa-check"></i><b>6</b> Additional Resources</a></li>
-<li class="chapter" data-level="7" data-path="references.html"><a href="references.html"><i class="fa fa-check"></i><b>7</b> References</a></li>
+<li class="chapter" data-level="6" data-path="additional-resources.html"><a href="additional-resources.html"><i class="fa fa-check"></i><b>6</b> Additional Resources</a>
+<ul>
+<li class="chapter" data-level="6.1" data-path="additional-resources.html"><a href="additional-resources.html#workshops"><i class="fa fa-check"></i><b>6.1</b> Workshops</a></li>
+<li class="chapter" data-level="6.2" data-path="additional-resources.html"><a href="additional-resources.html#software"><i class="fa fa-check"></i><b>6.2</b> Software</a></li>
+<li class="chapter" data-level="6.3" data-path="additional-resources.html"><a href="additional-resources.html#books"><i class="fa fa-check"></i><b>6.3</b> Books</a></li>
+</ul></li>
+<li class="chapter" data-level="7" data-path="citations.html"><a href="citations.html"><i class="fa fa-check"></i><b>7</b> Citations</a></li>
 <li class="divider"></li>
 <a href="https://creativecommons.org/licenses/by-nc-sa/4.0/" target="_blank">
   <img alt="CC BY-SA 4.0" src="https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg" style="float: right; padding-right: 10px;" />
@@ -182,7 +187,7 @@ <h1>Page not found</h1>
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 },
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+"download": ["_main.pdf"],
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diff --git a/docs/_main.pdf b/docs/_main.pdf
diff --git a/docs/additional-resources.html b/docs/additional-resources.html
@@ -24,15 +24,15 @@
 <meta name="author" content="PhD" />
 
 
-<meta name="date" content="2024-09-23" />
+<meta name="date" content="2024-09-25" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1" />
   <meta name="apple-mobile-web-app-capable" content="yes" />
   <meta name="apple-mobile-web-app-status-bar-style" content="black" />
 
 
-<link rel="prev" href="other-data-types.html"/>
-<link rel="next" href="references.html"/>
+<link rel="prev" href="other-data-models.html"/>
+<link rel="next" href="citations.html"/>
 <script src="libs/jquery-3.6.0/jquery-3.6.0.min.js"></script>
 <script src="https://cdn.jsdelivr.net/npm/[email protected]/dist/fuse.min.js"></script>
 <link href="libs/gitbook-2.6.7/css/style.css" rel="stylesheet" />
@@ -87,7 +87,7 @@
 </ul></li>
 <li class="chapter" data-level="1" data-path="introduction.html"><a href="introduction.html"><i class="fa fa-check"></i><b>1</b> Introduction</a>
 <ul>
-<li class="chapter" data-level="1.1" data-path="introduction.html"><a href="introduction.html#data-types"><i class="fa fa-check"></i><b>1.1</b> Data Types</a></li>
+<li class="chapter" data-level="1.1" data-path="introduction.html"><a href="introduction.html#data-models"><i class="fa fa-check"></i><b>1.1</b> Data Models</a></li>
 <li class="chapter" data-level="1.2" data-path="introduction.html"><a href="introduction.html#file-formats"><i class="fa fa-check"></i><b>1.2</b> File Formats</a></li>
 <li class="chapter" data-level="1.3" data-path="introduction.html"><a href="introduction.html#why"><i class="fa fa-check"></i><b>1.3</b> Why?</a></li>
 <li class="chapter" data-level="1.4" data-path="introduction.html"><a href="introduction.html#the-big-picture"><i class="fa fa-check"></i><b>1.4</b> The Big Picture</a></li>
@@ -109,13 +109,18 @@
 <li class="chapter" data-level="4.1" data-path="cross-over-data.html"><a href="cross-over-data.html#vectors-representing-gradients"><i class="fa fa-check"></i><b>4.1</b> Vectors Representing Gradients</a></li>
 <li class="chapter" data-level="4.2" data-path="cross-over-data.html"><a href="cross-over-data.html#raster-representing-discrete-objects"><i class="fa fa-check"></i><b>4.2</b> Raster Representing Discrete Objects</a></li>
 </ul></li>
-<li class="chapter" data-level="5" data-path="other-data-types.html"><a href="other-data-types.html"><i class="fa fa-check"></i><b>5</b> Other Data Types</a>
+<li class="chapter" data-level="5" data-path="other-data-models.html"><a href="other-data-models.html"><i class="fa fa-check"></i><b>5</b> Other data models</a>
 <ul>
-<li class="chapter" data-level="5.1" data-path="other-data-types.html"><a href="other-data-types.html#point-cloud-data"><i class="fa fa-check"></i><b>5.1</b> Point Cloud Data</a></li>
-<li class="chapter" data-level="5.2" data-path="other-data-types.html"><a href="other-data-types.html#mesh-data"><i class="fa fa-check"></i><b>5.2</b> Mesh Data</a></li>
+<li class="chapter" data-level="5.1" data-path="other-data-models.html"><a href="other-data-models.html#point-cloud-data"><i class="fa fa-check"></i><b>5.1</b> Point Cloud Data</a></li>
+<li class="chapter" data-level="5.2" data-path="other-data-models.html"><a href="other-data-models.html#mesh-data"><i class="fa fa-check"></i><b>5.2</b> Mesh Data</a></li>
 </ul></li>
-<li class="chapter" data-level="6" data-path="additional-resources.html"><a href="additional-resources.html"><i class="fa fa-check"></i><b>6</b> Additional Resources</a></li>
-<li class="chapter" data-level="7" data-path="references.html"><a href="references.html"><i class="fa fa-check"></i><b>7</b> References</a></li>
+<li class="chapter" data-level="6" data-path="additional-resources.html"><a href="additional-resources.html"><i class="fa fa-check"></i><b>6</b> Additional Resources</a>
+<ul>
+<li class="chapter" data-level="6.1" data-path="additional-resources.html"><a href="additional-resources.html#workshops"><i class="fa fa-check"></i><b>6.1</b> Workshops</a></li>
+<li class="chapter" data-level="6.2" data-path="additional-resources.html"><a href="additional-resources.html#software"><i class="fa fa-check"></i><b>6.2</b> Software</a></li>
+<li class="chapter" data-level="6.3" data-path="additional-resources.html"><a href="additional-resources.html#books"><i class="fa fa-check"></i><b>6.3</b> Books</a></li>
+</ul></li>
+<li class="chapter" data-level="7" data-path="citations.html"><a href="citations.html"><i class="fa fa-check"></i><b>7</b> Citations</a></li>
 <li class="divider"></li>
 <a href="https://creativecommons.org/licenses/by-nc-sa/4.0/" target="_blank">
   <img alt="CC BY-SA 4.0" src="https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg" style="float: right; padding-right: 10px;" />
@@ -140,15 +145,29 @@ <h1>
             <section class="normal" id="section-">
 <div id="additional-resources" class="section level1 hasAnchor" number="6">
 <h1><span class="header-section-number">6</span> Additional Resources<a href="additional-resources.html#additional-resources" class="anchor-section" aria-label="Anchor link to header"></a></h1>
-<!--- References --->
+<div id="workshops" class="section level2 hasAnchor" number="6.1">
+<h2><span class="header-section-number">6.1</span> Workshops<a href="additional-resources.html#workshops" class="anchor-section" aria-label="Anchor link to header"></a></h2>
+<p><a href="https://ucdavisdatalab.github.io/Intro-to-Desktop-GIS-with-QGIS/">Intro to GIS with QGIS</a></p>
+<p><a href="https://github.com/MicheleTobias/Workshop-Cartography-Journal-Figures/blob/master/README.md">Cartography for Map Figures in Academic Journals &amp; Books</a></p>
+</div>
+<div id="software" class="section level2 hasAnchor" number="6.2">
+<h2><span class="header-section-number">6.2</span> Software<a href="additional-resources.html#software" class="anchor-section" aria-label="Anchor link to header"></a></h2>
+<p><a href="https://qgis.org/">QGIS</a> - always free, open source</p>
+<p><a href="https://servicehub.ucdavis.edu/servicehub?id=ucd_kb_article&amp;sys_id=66e8687fdb0aeb006939fd831d961941">ArcGIS Pro</a> - free for UC Davis campus affiliates, but very expensive to purchase on your own</p>
+</div>
+<div id="books" class="section level2 hasAnchor" number="6.3">
+<h2><span class="header-section-number">6.3</span> Books<a href="additional-resources.html#books" class="anchor-section" aria-label="Anchor link to header"></a></h2>
+<p>Bolstad, Paul, and Steven Manson. <a href="https://search.library.ucdavis.edu/permalink/01UCD_INST/9fle3i/alma991001527469303126"><em>GIS Fundamentals: A First Text on Geographic Information Systems</em></a>. 7th edition., Eider Press, 2022.</p>
+<!--- Citations --->
+</div>
 </div>
             </section>
 
           </div>
         </div>
       </div>
-<a href="other-data-types.html" class="navigation navigation-prev " aria-label="Previous page"><i class="fa fa-angle-left"></i></a>
-<a href="references.html" class="navigation navigation-next " aria-label="Next page"><i class="fa fa-angle-right"></i></a>
+<a href="other-data-models.html" class="navigation navigation-prev " aria-label="Previous page"><i class="fa fa-angle-left"></i></a>
+<a href="citations.html" class="navigation navigation-next " aria-label="Next page"><i class="fa fa-angle-right"></i></a>
     </div>
   </div>
 <script src="libs/gitbook-2.6.7/js/app.min.js"></script>
@@ -180,7 +199,7 @@ <h1><span class="header-section-number">6</span> Additional Resources<a href="ad
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diff --git a/docs/cross-over-data.html b/docs/cross-over-data.html
@@ -24,15 +24,15 @@
 <meta name="author" content="PhD" />
 
 
-<meta name="date" content="2024-09-23" />
+<meta name="date" content="2024-09-25" />
 
   <meta name="viewport" content="width=device-width, initial-scale=1" />
   <meta name="apple-mobile-web-app-capable" content="yes" />
   <meta name="apple-mobile-web-app-status-bar-style" content="black" />
 
 
 <link rel="prev" href="raster.html"/>
-<link rel="next" href="other-data-types.html"/>
+<link rel="next" href="other-data-models.html"/>
 <script src="libs/jquery-3.6.0/jquery-3.6.0.min.js"></script>
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@@ -87,7 +87,7 @@
 </ul></li>
 <li class="chapter" data-level="1" data-path="introduction.html"><a href="introduction.html"><i class="fa fa-check"></i><b>1</b> Introduction</a>
 <ul>
-<li class="chapter" data-level="1.1" data-path="introduction.html"><a href="introduction.html#data-types"><i class="fa fa-check"></i><b>1.1</b> Data Types</a></li>
+<li class="chapter" data-level="1.1" data-path="introduction.html"><a href="introduction.html#data-models"><i class="fa fa-check"></i><b>1.1</b> Data Models</a></li>
 <li class="chapter" data-level="1.2" data-path="introduction.html"><a href="introduction.html#file-formats"><i class="fa fa-check"></i><b>1.2</b> File Formats</a></li>
 <li class="chapter" data-level="1.3" data-path="introduction.html"><a href="introduction.html#why"><i class="fa fa-check"></i><b>1.3</b> Why?</a></li>
 <li class="chapter" data-level="1.4" data-path="introduction.html"><a href="introduction.html#the-big-picture"><i class="fa fa-check"></i><b>1.4</b> The Big Picture</a></li>
@@ -109,13 +109,18 @@
 <li class="chapter" data-level="4.1" data-path="cross-over-data.html"><a href="cross-over-data.html#vectors-representing-gradients"><i class="fa fa-check"></i><b>4.1</b> Vectors Representing Gradients</a></li>
 <li class="chapter" data-level="4.2" data-path="cross-over-data.html"><a href="cross-over-data.html#raster-representing-discrete-objects"><i class="fa fa-check"></i><b>4.2</b> Raster Representing Discrete Objects</a></li>
 </ul></li>
-<li class="chapter" data-level="5" data-path="other-data-types.html"><a href="other-data-types.html"><i class="fa fa-check"></i><b>5</b> Other Data Types</a>
+<li class="chapter" data-level="5" data-path="other-data-models.html"><a href="other-data-models.html"><i class="fa fa-check"></i><b>5</b> Other data models</a>
 <ul>
-<li class="chapter" data-level="5.1" data-path="other-data-types.html"><a href="other-data-types.html#point-cloud-data"><i class="fa fa-check"></i><b>5.1</b> Point Cloud Data</a></li>
-<li class="chapter" data-level="5.2" data-path="other-data-types.html"><a href="other-data-types.html#mesh-data"><i class="fa fa-check"></i><b>5.2</b> Mesh Data</a></li>
+<li class="chapter" data-level="5.1" data-path="other-data-models.html"><a href="other-data-models.html#point-cloud-data"><i class="fa fa-check"></i><b>5.1</b> Point Cloud Data</a></li>
+<li class="chapter" data-level="5.2" data-path="other-data-models.html"><a href="other-data-models.html#mesh-data"><i class="fa fa-check"></i><b>5.2</b> Mesh Data</a></li>
 </ul></li>
-<li class="chapter" data-level="6" data-path="additional-resources.html"><a href="additional-resources.html"><i class="fa fa-check"></i><b>6</b> Additional Resources</a></li>
-<li class="chapter" data-level="7" data-path="references.html"><a href="references.html"><i class="fa fa-check"></i><b>7</b> References</a></li>
+<li class="chapter" data-level="6" data-path="additional-resources.html"><a href="additional-resources.html"><i class="fa fa-check"></i><b>6</b> Additional Resources</a>
+<ul>
+<li class="chapter" data-level="6.1" data-path="additional-resources.html"><a href="additional-resources.html#workshops"><i class="fa fa-check"></i><b>6.1</b> Workshops</a></li>
+<li class="chapter" data-level="6.2" data-path="additional-resources.html"><a href="additional-resources.html#software"><i class="fa fa-check"></i><b>6.2</b> Software</a></li>
+<li class="chapter" data-level="6.3" data-path="additional-resources.html"><a href="additional-resources.html#books"><i class="fa fa-check"></i><b>6.3</b> Books</a></li>
+</ul></li>
+<li class="chapter" data-level="7" data-path="citations.html"><a href="citations.html"><i class="fa fa-check"></i><b>7</b> Citations</a></li>
 <li class="divider"></li>
 <a href="https://creativecommons.org/licenses/by-nc-sa/4.0/" target="_blank">
   <img alt="CC BY-SA 4.0" src="https://img.shields.io/badge/License-CC%20BY--NC--SA%204.0-lightgrey.svg" style="float: right; padding-right: 10px;" />
@@ -157,7 +162,7 @@ <h2><span class="header-section-number">4.2</span> Raster Representing Discrete
         </div>
       </div>
 <a href="raster.html" class="navigation navigation-prev " aria-label="Previous page"><i class="fa fa-angle-left"></i></a>
-<a href="other-data-types.html" class="navigation navigation-next " aria-label="Next page"><i class="fa fa-angle-right"></i></a>
+<a href="other-data-models.html" class="navigation navigation-next " aria-label="Next page"><i class="fa fa-angle-right"></i></a>
     </div>
   </div>
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@@ -189,7 +194,7 @@ <h2><span class="header-section-number">4.2</span> Raster Representing Discrete
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