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 TISR 212 and LSM 172 #25

Closed loliverhennigh closed 1 year ago

loliverhennigh commented 1 year ago

It would be great to see if this dataset could be used to train machine learning models such as graphcast. There are a couple of variable missing though, Screenshot from 2023-03-07 15-00-09 (taken from here, https://arxiv.org/pdf/2212.12794.pdf) I think the two missing fields are Incident solar radiation and land sea mask. Any interest in including these or even trying to get all the era5 variables available.

alxmrs commented 1 year ago

Yes, definitely stay tuned. This is within our immediate plans :)

alxmrs commented 1 year ago

We're going to be a bit slow in updating docs & code on this, but please check gs://gcp-public-data-arco-era5/ar. It should have what you're looking for 😉 .