https://github.com/JiaweiZhuang/xESMF

Universal Regridder for Geospatial Data
https://github.com/JiaweiZhuang/xESMF

dask earth-science esmf esmpy geospatial interpolation python regridding remapping xarray

Last synced: about 2 months ago
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Universal Regridder for Geospatial Data

• Host: GitHub
• URL: https://github.com/JiaweiZhuang/xESMF
• Owner: JiaweiZhuang
• License: mit
• Created: 2017-08-29T02:27:23.000Z (over 7 years ago)
• Default Branch: master
• Last Pushed: 2022-01-11T18:15:36.000Z (almost 3 years ago)
• Last Synced: 2024-06-11T16:49:46.972Z (6 months ago)
• Topics: dask, earth-science, esmf, esmpy, geospatial, interpolation, python, regridding, remapping, xarray
• Language: Python
• Homepage: http://xesmf.readthedocs.io/
• Size: 2.79 MB
• Stars: 269
• Watchers: 19
• Forks: 49
• Open Issues: 74
• Metadata Files:
  • Readme: README.rst
  • License: LICENSE

Awesome Lists containing this project

• awesome-meteo - xESMF
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README

        
xESMF: Universal Regridder for Geospatial Data

==============================================

|Binder| |pypi| |Build Status| |codecov| |docs| |license| |DOI|

xESMF is a Python package for

`regridding `_.

It is

- **Powerful**: It uses ESMF_/ESMPy_ as backend and can regrid between **general curvilinear grids**

  with all `ESMF regridding algorithms `_,

  such as **bilinear**, **conservative** and **nearest neighbour**.

- **Easy-to-use**: It abstracts away ESMF's complicated infrastructure

  and provides a simple, high-level API, compatible with xarray_ as well as basic numpy arrays.

- **Fast**: It is faster than ESMPy's original Fortran regridding engine in serial case, and also supports dask_ for `out-of-core, parallel computation `_.

Please see `online documentation `_, or `play with example notebooks on Binder `_.

For new users, I also recommend reading `How to ask for help `_ and `How to support xESMF `_.

.. _ESMF: https://www.earthsystemcog.org/projects/esmf/

.. _ESMPy: https://www.earthsystemcog.org/projects/esmpy/

.. _xarray: http://xarray.pydata.org

.. _dask: https://dask.org/

.. |pypi| image:: https://badge.fury.io/py/xesmf.svg

   :target: https://badge.fury.io/py/xesmf

   :alt: pypi package

.. |Build Status| image:: https://api.travis-ci.org/JiaweiZhuang/xESMF.svg

   :target: https://travis-ci.org/JiaweiZhuang/xESMF

   :alt: travis-ci build status

.. |codecov| image:: https://codecov.io/gh/JiaweiZhuang/xESMF/branch/master/graph/badge.svg

   :target: https://codecov.io/gh/JiaweiZhuang/xESMF

   :alt: code coverage

.. |docs| image:: https://readthedocs.org/projects/xesmf/badge/?version=latest

   :target: http://xesmf.readthedocs.io/en/latest/?badge=latest

   :alt: documentation status

.. |license| image:: https://img.shields.io/badge/License-MIT-blue.svg

   :target: https://github.com/JiaweiZhuang/xESMF/blob/master/LICENSE

   :alt: license

.. |DOI| image:: https://zenodo.org/badge/101709596.svg

   :target: https://zenodo.org/badge/latestdoi/101709596

   :alt: DOI

   

.. |Binder| image:: https://mybinder.org/badge_logo.svg

   :target: https://mybinder.org/v2/gh/JiaweiZhuang/xESMF/master?filepath=doc%2Fnotebooks

   :alt: binder