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Author

Zheng Duan

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Open access Sep 2026

Downscaling of SMAP Soil Moisture Based on the Transformer Algorithm in Anhui Province

Soil moisture (SM) is critical for climate, water, and agriculture, but Soil Moisture Active Passive (SMAP) passive microwave products have coarse resolution, limiting regional applications. This study develops an SM downscaling framework based on Transformer and its variants (PatchTST and iTransformer), integrating mu...

Yu-Yang Fan, Jian-Wei Ma, Meng-Meng Li et al. · 0 citations

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