@INPROCEEDINGS{10640561, author={Tsagkatakis, Grigorios and Moghaddam, Mahta and Tsakalides, Panagiotis}, booktitle={IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium}, title={Soil Moisture Retrieval Using in Situ and Data Simulation Regularized Deep Learning Models}, year={2024}, volume={}, number={}, pages={1029-1033}, keywords={Deep learning;Temperature measurement;Training;Soil measurements;Moisture measurement;Soil moisture;Data models;deep learning;soil moisture;data assimilation}, doi={10.1109/IGARSS53475.2024.10640561}} @INPROCEEDINGS{10640561, author={Tsagkatakis, Grigorios and Moghaddam, Mahta and Tsakalides, Panagiotis}, booktitle={IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium}, title={Soil Moisture Retrieval Using in Situ and Data Simulation Regularized Deep Learning Models}, year={2024}, volume={}, number={}, pages={1029-1033}, keywords={Deep learning;Temperature measurement;Training;Soil measurements;Moisture measurement;Soil moisture;Data models;deep learning;soil moisture;data assimilation}, doi={10.1109/IGARSS53475.2024.10640561}}