microsoft / microsoft/aurora

Extracting ocean wave forecasts

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Python
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Description

Hi,

I would like to extract ocean wave forecasts from an Aurora model run, i.e. significant wave height. I have run the model using the ai-models plugin specific for this model (ai-models-aurora), but I can only access weather parameters (u, v, t, q and z).

I haven't seen any examples neither in the Aurora documentation nor in the ai-models documentation on how to extract the oceanic parameters but paper shows an evaluation of the significant waveheight. Any input on how I could to that?

Thanks in advance! :)

PS: I have posted a similar issue in the ai-models-aurora repo

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Research direction

Start with the Aurora documentation and ai-models documentation, then review the linked ai-models-aurora issue #5 and the model-output parameters listed here. Determine how oceanic outputs such as significant wave height are exposed; done means the extraction path is documented clearly enough to reproduce.

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Assessment

Tech stack
python
Domain
machine-learning
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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