noah-mp

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MahmoudMbarak / NoahMP-AI

PyTorch U-Net bias-correction layer for the Noah-MP land surface model — predicts SMAP satellite soil moisture during droughts and hurricanes. Code for Mbarak et al., Machine Learning: Earth (2026).

deep-learning climate pytorch soil-moisture hydrology unet smap bias-correction land-surface-model noah-mp

Updated Jul 7, 2026
Python

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