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Add a calibration tutorial for single site perfect model #621

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merged 1 commit into from
Oct 4, 2024

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AlexisRenchon
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@AlexisRenchon AlexisRenchon commented May 22, 2024

This PR adds calibration experiments, starting with a minimal working example.

https://clima.github.io/ClimaLand.jl/previews/PR621

@AlexisRenchon AlexisRenchon force-pushed the ar/calibrate branch 2 times, most recently from ea5d571 to fbe0061 Compare October 3, 2024 22:11
@AlexisRenchon AlexisRenchon requested a review from Sbozzolo October 3, 2024 22:35
@AlexisRenchon AlexisRenchon changed the title Integrate calibration pipeline into ClimaLand Add a calibration tutorial for single site perfect model Oct 3, 2024
@AlexisRenchon AlexisRenchon marked this pull request as ready for review October 3, 2024 22:43
@AlexisRenchon AlexisRenchon force-pushed the ar/calibrate branch 2 times, most recently from 1ab8286 to 21952fe Compare October 3, 2024 23:25
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This looks great! Thank you!

@AlexisRenchon AlexisRenchon force-pushed the ar/calibrate branch 4 times, most recently from 9664641 to 0d6bcf6 Compare October 4, 2024 01:12
This commit a calibration tutorial, with detailed
explanations. We calibrate two parameters, g1 and g0, on
latent heat flux data target, using EnsembleKalmanProcesses.jl.
We use a single site model, at the ozark site, and calibrate first on
simulation output, with the goal of demonstrating the ability to
recover the original parameters and demonstrate a simple calibration
framework.
@AlexisRenchon AlexisRenchon merged commit fdc13d1 into main Oct 4, 2024
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5 participants