Snow depth monitoring is crucial for hydrology, climate research, and avalanche prediction.While traditional global navigation satellite system (GNSS) reflectometer methods offer cost-effective snow thickness retrieval, they suffer from poor accuracy and robustness, especially in complex terrains and extreme weather.This study proposes an innovativ

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