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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Yu Zhao

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Open access Sep 2026

Downscaling SMAP Soil Moisture to 250 m Using Deep Learning Models and Multi-Source Environmental Variables over the Loess Plateau

Soil moisture (SM) is a key variable in land–atmosphere interactions, but the coarse spatial resolution of existing SM products limits their applications in regional hydrological studies over heterogeneous terrains. This study developed and evaluated a progressive deep-learning (DL) downscaling framework (SE-ResNet) to...

Hai-Hang Ren, Yu Zhao, Qing-Ling Geng · 0 citations

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