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AlphaEarth reader as geoinfos for surface#2386

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shmh40/dev/alphaearth-reader-geoinfos
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AlphaEarth reader as geoinfos for surface#2386
shmh40 wants to merge 4 commits into
developfrom
shmh40/dev/alphaearth-reader-geoinfos

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@shmh40 shmh40 commented May 19, 2026

Description

GPT generated reader for AlphaEarth embeddings and use as geoinfos for SurfaceCombined.

Issue Number

Closes #2387

Checklist before asking for review

  • I have performed a self-review of my code
  • My changes comply with basic sanity checks:
    • I have fixed formatting issues with ./scripts/actions.sh lint
    • I have run unit tests with ./scripts/actions.sh unit-test
    • I have documented my code and I have updated the docstrings.
    • I have added unit tests, if relevant
  • I have tried my changes with data and code:
    • I have run the integration tests with ./scripts/actions.sh integration-test
    • (bigger changes) I have run a full training and I have written in the comment the run_id(s): launch-slurm.py --time 60
    • (bigger changes and experiments) I have shared a hegdedoc in the github issue with all the configurations and runs for this experiments
  • I have informed and aligned with people impacted by my change:
    • for config changes: the MatterMost channels and/or a design doc
    • for changes of dependencies: the MatterMost software development channel

@shmh40 shmh40 self-assigned this May 19, 2026
@shmh40 shmh40 added the science Scientific questions label May 19, 2026
@shmh40 shmh40 linked an issue May 19, 2026 that may be closed by this pull request
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@github-actions github-actions Bot added the initiative Large piece of work covering multiple sprint label May 19, 2026
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initiative Large piece of work covering multiple sprint science Scientific questions

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Investigate use of AlphaEarth embeddings as geoinfos for surface decoding

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