Field-scale soil moisture estimated from Sentinel-1 SAR data using a knowledge-guided deep learning approach

Yi Yu, Patrick Filippi, Thomas F. A. Bishop

Soil moisture (SM) estimation from active microwave data remains challenging due to the complex interactions between radar backscatter and surface characteristics. While the water…