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framework for emulation #4

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katiedagon opened this issue Nov 16, 2022 · 0 comments

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katiedagon commented Nov 16, 2022 •

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starting with global mean annual mean LAI, build a framework for emulation

test different emulation methods, see ESEm
test emulator performance vs. training dataset size
"leave one out": remove one member, train on the remaining ensemble, and predict the held-out run
check reliability of uncertainty estimates

See McNeall et al. 2020

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katiedagon added the emulation label

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