TurbulenceConvection.jl
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Surface area fraction linear closure
Now that we have a pipeline for parameter calibration, it should be easy enough to improve our parameterization of updraft surface area fraction, which currently is:
a_surf = C
We could improve this model by learning a linear representation of the surface area fraction as a function of information given by SurfaceFluxes, e.g.,
a_surf = C_1 + C_2*LHF + C_2*SHF + ...