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.

See also

1. The Xarray blog has a number of user stories showcasing Xarray in many scientific domains.

2. Project Pythia Foundations is a great collection of material on Xarray and related packages.

Weather and Climate

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.

3. The Project Pythia Cookbooks are a great collection of resources showcasing use of Xarray with real world datasets.

4. Examples using the Microsoft Planetary Computer

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.

Genomics

1. From “data analysis for genomic surveillance of African malaria vectors”

Electrophysiology

1. “Analyzing intracranial electrophysiology data with xarray”