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In a first step toward ClimaLand calibration, we add a minimal working example to calibrate parameters at a single site (single column). This example aims to be as simple and readable as possible.
First, we calibrate on a previous model run, to demonstrate that we can recover the original parameters with the implemented calibration framework. Second, we calibrate on actual data, to demonstrate improved model-data agreement after calibration.
We use the Ozark Fluxnet site data, and calibrate the parameters g1 and g0 on evapotranspiration.
Following this PR, another one will add a simple calibration demonstration on global run.
In a first step toward ClimaLand calibration, we add a minimal working example to calibrate parameters at a single site (single column). This example aims to be as simple and readable as possible.
First, we calibrate on a previous model run, to demonstrate that we can recover the original parameters with the implemented calibration framework. Second, we calibrate on actual data, to demonstrate improved model-data agreement after calibration.
We use the Ozark Fluxnet site data, and calibrate the parameters g1 and g0 on evapotranspiration.
Following this PR, another one will add a simple calibration demonstration on global run.
PR: #621
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