@INPROCEEDINGS{10641600, author={Kannan, Archana and Tsagkatakis, Grigorios and Moghaddam, Mahta}, booktitle={IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium}, title={Physics-Constrained Deep Learning Models for Microwave Retrieval of High-Resolution Soil Moisture}, year={2024}, volume={}, number={}, pages={1478-1480}, keywords={Deep learning;Satellites;Soil moisture;Neural networks;Surface soil;Sentinel-1;Moisture;Physics-constrained deep learning;Tauomega model;Soil moisture;Downscaling}, doi={10.1109/IGARSS53475.2024.10641600}}