Jacob Prince-Bieker

Experimenting with chunk size in new Zarr

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We are switching to a newer, compressed Zarr storage for the satellite data. Currently, the data is collected as individual files for each timestep, and so we are working on...

Monthly Zarr processing script

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# Pull Request ## Description _Please delete the italicised instruction text! Please include a summary of the change and which issue is fixed. Please also include relevant motivation and context....

Use EUMDAC library for most of Satip

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## Detailed Description Its a new library from EUMETSAT that offers some nice stuff, including built-in support for data tailor, etc. Satip is already using it for the data tailor...

Use subscription API to download data as it comes in

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## Detailed Description https://eumetsatspace.atlassian.net/wiki/spaces/DSDS/pages/1769963523/Using+the+Subscription+API ## Context ## Possible Implementation

# Pull Request ## Description Add unit tests Fixes #72 ## How Has This Been Tested? Unit tests - [ ] Yes _If your changes affect data processing, have you...

## Detailed Description Add a FAW for easier use, especially with the output Zarr files/xarray ## Context Useful as we go for more public competitions, other users of the data....

[Meta] Implement MetNet-3 Model

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We want to implement MetNet-3 (See #54). For this, we need to do: - [x] #56 - [ ] #61 - [ ] Embedding for Sparse + Dense layers -...

Add MetNet-3

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## Arxiv/Blog/Paper Link https://arxiv.org/pdf/2306.06079v2.pdf ## Detailed Description MetNet-3 was released as a paper ## Context It would be better to have all versions of MetNet in this repo. This densified...

https://colab.research.google.com/github/google/ai-weather-climate/blob/main/metnet2/colab.ipynb#scrollTo=Ruv8nb6E3rho This is apparently MetNet-2 official version. Would be good to compare and incorporate that into this version. Their version is JAX-based.