@INPROCEEDINGS{10642241, author={Tsagkatakis, G. and Melebari, A. and Akbar, R. and Campbell, J. D. and Hodges, E. and Moghaddam, M.}, booktitle={IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium}, title={Uncertainty Quantification in Machine Learning Based Retrieval of Soil Moisture from GNSS-R Observations}, year={2024}, volume={}, number={}, pages={1824-1828}, keywords={Global navigation satellite system;Uncertainty;Accuracy;Soil measurements;Soil moisture;NASA;Surface soil;CYGNSS;soil moisture;machine-learning;GNSS-R;NGBoost}, doi={10.1109/IGARSS53475.2024.10642241}}