google-research / arco-era5

Recipes for reproducing Analysis-Ready & Cloud Optimized (ARCO) ERA5 datasets.
https://cloud.google.com/storage/docs/public-datasets/era5
Apache License 2.0
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Add example notebooks for using ERA5 for climate science #18

Open alxmrs opened 1 year ago

alxmrs commented 1 year ago

For example, @cgentemann could add lecture 16 from her course: https://github.com/DS-100/fa22/blob/main/lec/lec16/lec16.ipynb

:)

derekocallaghan commented 1 year ago

Hi @alxmrs, when the single-level variables are ingested (#17), I'm going to look at updating some of the EOOffshore project notebooks to also use them (some of the data sets currently used have/will have corresponding Pangeo Forge recipes). I previously retrieved and created an ERA5 Zarr store for the project, containing the variables listed here. Wind speed and direction variables at 10m and 100m were computed using the corresponding u and v wind components using MetPy. The store is available on Zenodo, and contains data from 2001-01-01 to 2021-09-30.

Here are the notebooks that currently use ERA5 data: