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diff --git a/docs/_static/examples/grids/lat_lon.png b/docs/_static/examples/grids/lat_lon.png
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diff --git a/docs/getting-started/freq-asked-questions.rst b/docs/getting-started/freq-asked-questions.rst
index 4e6fa3024..fd0f33724 100644
--- a/docs/getting-started/freq-asked-questions.rst
+++ b/docs/getting-started/freq-asked-questions.rst
@@ -4,6 +4,20 @@
Frequently Asked Questions
==========================
+I want to learn more about unstructured grids (or other topics of the Earth System Sciences), where should I start?
+^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
+Check out:
+`Project Pythia `_ , a home for Python-justified learning resources that are open-source, community-owned, geoscience-focused, and high-quality. For instance,
+`Pythia Cookbooks `_ provide a variety of advanced, domain-specific workflows. In particular, the
+`Unstructured Grid Visualization Cookbook `_ houses
+`foundational information `_ along with a comprehensive
+showcase of workflows & techniques for working with Unstructured Grids.
+
+
+Read through `UGRID Conventions `_, which is what UXarray is written around to represent several
+different unstructured mesh types in a unified, `Climate and Forecast metadata convention (CF) `_-compliant format.
+
+
What foundational assumptions does UXarray make about grids and geometry?
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
UXarray assumes horizontally unstructured grids, consistent with the
diff --git a/docs/getting-started/overview.rst b/docs/getting-started/overview.rst
index 5f1e8ef56..629eddf4a 100644
--- a/docs/getting-started/overview.rst
+++ b/docs/getting-started/overview.rst
@@ -13,6 +13,9 @@ used formats such as UGRID, SCRIP, and Exodus. Furthermore, UXarray provides bas
for generating unstructured grid topology from structured grid or point-cloud inputs to
enable model intercomparison workflows.
+.. note::
+ For new users who are looking to learn more about unstructured grids (or other topics of the Earth System Sciences),
+ check out our `Frequently Asked Questions `_.
Unstructured Grids
==================
diff --git a/docs/tutorials.rst b/docs/tutorials.rst
index 9424e8af9..2c99123ce 100644
--- a/docs/tutorials.rst
+++ b/docs/tutorials.rst
@@ -7,4 +7,6 @@ Tutorials & Videos
Tutorials
---------
-* `Project Pythia Unstructured Grid Visualization Cookbook `_
+* `Project Pythia Unstructured Grid Visualization Cookbook `_ - A series of guides in the form of Jupyter notebooks. Shows code, examples, visualizations for various uses of ``uxarray``.
+* `UXarray Tutorial at ESDS 2024 `_ - A YouTube video presentation by one of the lead UXarray developers on the motivation of UXarray, its origins, and uses.
+* `UXarray Presentation at SciPy 2023 `_ - A second YouTube video presentation by another one of the lead UXarray developers on UXarray at SciPy 2023.
diff --git a/docs/user-guide/data-structures.ipynb b/docs/user-guide/data-structures.ipynb
index 15c069008..d3e67815b 100644
--- a/docs/user-guide/data-structures.ipynb
+++ b/docs/user-guide/data-structures.ipynb
@@ -24,8 +24,8 @@
"The core functionality of UXarray revolves around three data structures, which are used for interacting with unstructured grids and the data variables that reside on them.\n",
"\n",
"1. **[`uxarray.Grid`](https://uxarray.readthedocs.io/en/latest/generated/uxarray.UxDataArray.html)**: Stores the grid representation (i.e. coordinates, connectivity information, etc.)\n",
- "2. **[`uxarray.UxDataset`](https://uxarray.readthedocs.io/en/latest/api.html#uxdataset)**: One or more data variable that resided on a grid.\n",
- "3. **[`uxarray.UxDataArray`](https://uxarray.readthedocs.io/en/latest/api.html#uxdataarray)**: A single data variable that resides on a grid\n"
+ "2. **[`uxarray.UxDataset`](https://uxarray.readthedocs.io/en/latest/api.html#uxdataset)**: One or more data variables that reside on a grid. Each variable is stored in a UxDataArray.\n",
+ "3. **[`uxarray.UxDataArray`](https://uxarray.readthedocs.io/en/latest/api.html#uxdataarray)**: A single data variable that resides on a grid.\n"
]
},
{
@@ -486,7 +486,10 @@
}
},
"outputs": [],
- "source": "uxds = ux.open_dataset(grid_path, data_path)\nuxds"
+ "source": [
+ "uxds = ux.open_dataset(grid_path, data_path)\n",
+ "uxds"
+ ]
},
{
"cell_type": "markdown",
diff --git a/docs/user-guide/grid-formats.rst b/docs/user-guide/grid-formats.rst
index c4d0ebf58..2899961a8 100644
--- a/docs/user-guide/grid-formats.rst
+++ b/docs/user-guide/grid-formats.rst
@@ -256,13 +256,13 @@ Coordinates