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The PIKART atmospheric river datacube

An open accessible datacube for global analyses of atmospheric rivers and extreme precipitation, based on the PIKART catalog: a global, 0.5°, 6-hourly catalog of atmospheric rivers (PIKART v1.1) with co-located ERA5 precipitation variables, spanning 1940–2023. Extensive documentation is provided on the PIKART website.

References

  • Vallejo-Bernal, S. M. & Braun, T., Marwan, N., & Kurths, J. (2025). PIKART: A comprehensive global catalog of atmospheric rivers. JGR Atmospheres, 130, e2024JD041869. https://doi.org/10.1029/2024JD041869
  • Vallejo-Bernal, S., Braun, T., Marwan, N., & Kurths, J. (2026). PIKART Version 1.1: Release Notes. https://doi.org/10.31223/X5PB5Z

Working with the datacube

We provide a basic tutorial Jupyter notebook for a quick-start.

Building the datacube

We provide a Jupyter notebook that reproduces the build of atmospheric_river_cube.zarr as published on the ESA EarthCODE Open Science Catalog. The build can take a while depending on the network. The notebook is interruption-safe: re-running picks up from the cube's last successful timestamp.

Requirements for building

  • DeepESDL JupyterLab with the deepesdl-xcube-1.11.x kernel (or equivalent conda env with xcube, xarray, zarr, s3fs, xrlint, cartopy)
  • Access to the PIK THREDDS server (ar.pik-potsdam.de)
  • A writable S3 bucket; credentials in env vars S3_USER_STORAGE_*

Contributors

  • Tobias Braun
  • Sara M. Vallejo-Bernal
  • Norbert Marwan
  • Juergen Kurths

Acknowledgements

The cube was built by Tobias Braun within the ARNETLAB project (ESA Living Planet Fellowship 2024-2026, grant no. 4000144018/24/I-DT-lr, access to DeepESDL through NoR) with the kind assisstance of Tejas Morbagal Harish (Brockmann Consult GmbH) and Anca Anghelea (European Space Agency).

Contact

Feel free to raise an issue or contact us.

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PIKART atmospheric river data cube

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