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Add O96 grid specific lat weighting - #2704

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jpolz:jpolz/develop/2635_o96_lat_lossweight
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Add O96 grid specific lat weighting#2704
jpolz wants to merge 1 commit into
ecmwf:developfrom
jpolz:jpolz/develop/2635_o96_lat_lossweight

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@jpolz

@jpolz jpolz commented Jul 31, 2026

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Description

Implements O96 specific latitude weighting in loss computation to compensate for the varying point density shown below.

Usage with

location_weight: o96_latitude
image

Issue Number

Closes #2635

Is this PR a draft? Mark it as draft.

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

@github-actions github-actions Bot added eval anything related to the model evaluation pipeline model Related to model training or definition (not generic infra) labels Jul 31, 2026
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eval anything related to the model evaluation pipeline model Related to model training or definition (not generic infra)

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Add grid specific density based latitude weighting options in loss and evaluation

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