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diff --git a/_autosummary/floris.convert_floris_input_v3_to_v4.html b/_autosummary/floris.convert_floris_input_v3_to_v4.html
@@ -34,7 +34,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
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-    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
 
   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
@@ -202,6 +202,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../intro_concepts.html">Introductory Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../advanced_concepts.html">Advanced Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../wind_data_user.html">Wind Data Objects</a></li>
+
 <li class="toctree-l1"><a class="reference internal" href="../heterogeneous_map.html">Heterogeneous Map</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../turbine_interaction.html">Turbine Library Interface</a></li>
@@ -406,6 +407,13 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
 </ul>
 
     </div>

diff --git a/_autosummary/floris.convert_turbine_v3_to_v4.html b/_autosummary/floris.convert_turbine_v3_to_v4.html
@@ -34,7 +34,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sphinx-thebe.css?v=4fa983c6" />
-    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
 
   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
@@ -202,6 +202,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../intro_concepts.html">Introductory Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../advanced_concepts.html">Advanced Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../wind_data_user.html">Wind Data Objects</a></li>
+
 <li class="toctree-l1"><a class="reference internal" href="../heterogeneous_map.html">Heterogeneous Map</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../turbine_interaction.html">Turbine Library Interface</a></li>
@@ -406,6 +407,13 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
 </ul>
 
     </div>

diff --git a/_autosummary/floris.core.base.html b/_autosummary/floris.core.base.html
@@ -34,7 +34,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sphinx-thebe.css?v=4fa983c6" />
-    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
 
   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
@@ -202,6 +202,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../intro_concepts.html">Introductory Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../advanced_concepts.html">Advanced Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../wind_data_user.html">Wind Data Objects</a></li>
+
 <li class="toctree-l1"><a class="reference internal" href="../heterogeneous_map.html">Heterogeneous Map</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../turbine_interaction.html">Turbine Library Interface</a></li>
@@ -406,6 +407,13 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
 </ul>
 
     </div>

diff --git a/_autosummary/floris.core.core.html b/_autosummary/floris.core.core.html
@@ -34,7 +34,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sphinx-thebe.css?v=4fa983c6" />
-    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
 
   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
@@ -202,6 +202,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../intro_concepts.html">Introductory Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../advanced_concepts.html">Advanced Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../wind_data_user.html">Wind Data Objects</a></li>
+
 <li class="toctree-l1"><a class="reference internal" href="../heterogeneous_map.html">Heterogeneous Map</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../turbine_interaction.html">Turbine Library Interface</a></li>
@@ -406,6 +407,13 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
 </ul>
 
     </div>

diff --git a/_autosummary/floris.core.farm.html b/_autosummary/floris.core.farm.html
@@ -34,7 +34,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
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     <link rel="stylesheet" type="text/css" href="../_static/sphinx-thebe.css?v=4fa983c6" />
-    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
 
   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
@@ -202,6 +202,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../intro_concepts.html">Introductory Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../advanced_concepts.html">Advanced Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../wind_data_user.html">Wind Data Objects</a></li>
+
 <li class="toctree-l1"><a class="reference internal" href="../heterogeneous_map.html">Heterogeneous Map</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../turbine_interaction.html">Turbine Library Interface</a></li>
@@ -406,6 +407,13 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
 </ul>
 
     </div>

diff --git a/_autosummary/floris.core.flow_field.html b/_autosummary/floris.core.flow_field.html
@@ -34,7 +34,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sphinx-thebe.css?v=4fa983c6" />
-    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
 
   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
@@ -202,6 +202,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../intro_concepts.html">Introductory Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../advanced_concepts.html">Advanced Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../wind_data_user.html">Wind Data Objects</a></li>
+
 <li class="toctree-l1"><a class="reference internal" href="../heterogeneous_map.html">Heterogeneous Map</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../turbine_interaction.html">Turbine Library Interface</a></li>
@@ -406,6 +407,13 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
 </ul>
 
     </div>

diff --git a/_autosummary/floris.core.grid.html b/_autosummary/floris.core.grid.html
@@ -34,7 +34,7 @@
     <link rel="stylesheet" type="text/css" href="../_static/copybutton.css?v=76b2166b" />
     <link rel="stylesheet" type="text/css" href="../_static/mystnb.4510f1fc1dee50b3e5859aac5469c37c29e427902b24a333a5f9fcb2f0b3ac41.css" />
     <link rel="stylesheet" type="text/css" href="../_static/sphinx-thebe.css?v=4fa983c6" />
-    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=87e54e7c" />
+    <link rel="stylesheet" type="text/css" href="../_static/sphinx-design.min.css?v=95c83b7e" />
 
   <!-- Pre-loaded scripts that we'll load fully later -->
   <link rel="preload" as="script" href="../_static/scripts/bootstrap.js?digest=dfe6caa3a7d634c4db9b" />
@@ -202,6 +202,7 @@
 <li class="toctree-l1"><a class="reference internal" href="../intro_concepts.html">Introductory Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../advanced_concepts.html">Advanced Concepts</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../wind_data_user.html">Wind Data Objects</a></li>
+
 <li class="toctree-l1"><a class="reference internal" href="../heterogeneous_map.html">Heterogeneous Map</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../floating_wind_turbine.html">Floating Wind Turbine Modeling</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../turbine_interaction.html">Turbine Library Interface</a></li>
@@ -406,6 +407,13 @@
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/001_wind_data_comparisons.html">Example: Wind Data Comparisons</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/002_generate_ti.html">Example: Generate TI</a></li>
 <li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_data/003_generate_value.html">Example: Generate value</a></li>
+</ul>
+<p aria-level="2" class="caption" role="heading"><span class="caption-text">Examples - Wind resource grid</span></p>
+<ul class="nav bd-sidenav">
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/000_generate_example_wrg.html">Example: Generate Example WRG File</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/001_wind_rose_wrg.html">Example: WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/002_set_floris_with_wrg.html">Example: Setting FLORIS with WindRoseWRG</a></li>
+<li class="toctree-l1"><a class="reference internal" href="../examples/examples_wind_resource_grid/003_wrg_compar_layout_optimization.html">Example: Layout optimization with WindRoseWRG comparison</a></li>
 </ul>
 
     </div>