Gallery

Here’s a list of examples on how to use xarray. We will be adding more examples soon. Contributions are highly welcomed and appreciated. So, if you are interested in contributing, please consult the Contributing to xarray guide.

Notebook Examples

Toy weather data

examples/weather-data.html

Calculating Seasonal Averages from Timeseries of Monthly Means

examples/monthly-means.html

Compare weighted and unweighted mean temperature

examples/area_weighted_temperature.html

Working with Multidimensional Coordinates

examples/multidimensional-coords.html

Visualization Gallery

examples/visualization_gallery.html

GRIB Data Example

examples/ERA5-GRIB-example.html

Applying unvectorized functions with apply_ufunc

examples/apply_ufunc_vectorize_1d.html

External Examples

Managing raster data with rioxarray

https://corteva.github.io/rioxarray/stable/examples/examples.html

Xarray and dask on the cloud with Pangeo

https://gallery.pangeo.io/

Xarray with Dask Arrays

https://examples.dask.org/xarray.html_

Project Pythia Foundations Book

https://foundations.projectpythia.org/core/xarray.html