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philipc2 committed Dec 7, 2023
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Expand Up @@ -13,15 +13,20 @@ This Cookbook is a comprehensive showcase of workflows & techniques for visualiz

## Motivation

High-level, scalable visualization of the native unstructured grids is a much-needed ability in the scientific Python ecosystem. To achieve this, the process needs:
High-level, scalable visualizations of native unstructured grids is a much-needed ability in the Scientific Python Ecosystem. To achieve this, the process needs to:

- Not to regrid the unstructured grids into structured grids,
- To use the vital information such as connectivity that comes with the grid,
- Not to require a lot of pre-processing as it happens in the majority of the Python visualization tools that are specialed for structured grids
- Not regrid the unstructured grids into structured grids
- Use provided information such as connectivity variables that come with the grid
- Limit the amount of pre-processing needed to prepare the data for Python visualization tools

UXarray enables such visualization methods to operate directly on unstructured grid data, providing Xarray-styled functionality to better read in and use unstructured grid datasets that follow standard conventions. UXarray supports a variety of unstructured grid formats including UGRID, MPAS, SCRIP, and Exodus, and is extensable for other formats.
UXarray enables such visualization methods that operate directly on unstructured grid data,
providing Xarray-styled functionality to better read in
and use unstructured grid datasets that follow standard conventions.
UXarray supports a variety of unstructured grid formats including UGRID, MPAS, SCRIP, and Exodus,
and is extendable for other formats.

This cookbook covers the overview of unstructured grids and UXarray in particular, provides an overview of the visualization methods and libraries, and showcases several UXarray visualizaition functions.
This cookbook covers an introduction to unstructured grids and UXarray,
provides an overview of the visualization methods and libraries, and showcases several UXarray visualization functions.

## Authors

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