This Python package provides a suite of tools for evaluating NOAA UFS forecasts against verification datasets like ERA5.
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datareader: Download and query NOAA forecast data from s3 buckets, as well as ERA5 datasets from Google Cloud Platform (GCP), in Zarr format.
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regridder: Resample (temporal), Regrid (spatial), and Align (temporal) forecast and verification datasets.
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util: Helper routines, along with an array of highly specialized analytical functions used for producing diagnostic notebooks.
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notebooks: A collection of interactive Jupyter notebooks showing key Index and Teleconnections diagnostics with more to come.
See analysis notebooks here: https://tariqhamzeygmu.github.io/UFS-Model-Evaluation-Dashboard/
cd tests
pytest