GeoViews - Python for climatology, oceanograpy and atmospheric science

GeoViews

Geographic visualizations for HoloViews

GeoViews is a Python library that makes it easy to explore and visualize geographical, meteorological, and oceanographic datasets, such as those used in weather, climate, and remote sensing research.

http://geoviews.org/

Documents

Xarray quadmesh

https://geoviews.org/gallery/matplotlib/xarray_quadmesh.html

Tips

Working with large data using datashader

http://holoviews.org/user_guide/Large_Data.html

GeoViews allows you to project the entire dataset at once using gv.operation.project, and once you do this you should be able to use Datashader at full speed.

Examples

How to Visualize Data on top of a Map in Python using the Geoviews library

https://towardsdatascience.com/how-to-visualize-data-on-top-of-a-map-in-python-using-the-geoviews-library-c4f444ca2929

Large Scale Visualizations and Mapping with Datashader

https://towardsdatascience.com/large-scale-visualizations-and-mapping-with-datashader-d465f5c47fb5

NOAAの海洋熱波カテゴリーをGeoViewsでインタラクティブにプロットする - Qiita

https://qiita.com/tmiyama/items/ada5478900f2edef220e

YouTube

Python Introduction to Maps with GeoViews - YouTube

https://www.youtube.com/watch?v=eQI1H0Zse3E

Issue

central_longitude doesn't update lon tick labels · Issue `#329 · holoviz/geoviews

https://github.com/holoviz/geoviews/issues/329