Keep Exploring!#

To help you go deeper, we’ve also create a list of notebooks that demonstrate real-world applications of Xarray in a variety of use cases. These need not be explored in any particular sequence, instead they are meant to provide a sampling of what Xarray can be used for.

Weather/Climate Model Data#

  1. Global Mean Surface Temperature from CMIP6: Start with global_mean_surface_temp.ipynb then feel free to explore the rest of the notebooks.

  2. National Water Model Streamflow Analysis: Start with 02_National_Water_Model.ipynb then feel free to explore the rest of the notebooks.

Satellite Data#

  1. Landsat-8 on AWS

Bayesian Statistical Modeling#

  1. Xarray and PyMC3: Start with multilevel_modeling.ipynb then feel free to explore the rest of the notebooks. Also checkout Arviz which uses Xarray as its data model.