Learning Snow Layer Thickness Through Physics Defined Labels
by Debvrat Varshney, Oluwanisola Ibikunle, John Paden, Maryam Rahnemoonfar
Training and inference are through thickness_regression.py and inference.py respectively.
Please cite our work when using this code:
@INPROCEEDINGS{varshney2022learning,
author={Varshney, Debvrat and Ibikunle, Oluwanisola and Paden, John and Rahnemoonfar, Maryam},
booktitle={IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium},
title={{Learning Snow Layer Thickness Through Physics Defined Labels}},
year={2022},
pages={1233-1236},
keywords={Deep learning;Temperature sensors;Snow;Transfer learning;Radar;Radar imaging;Ice;Physics informed machine learning;radar;Greenland;ice layer thickness},
doi={10.1109/IGARSS46834.2022.9884370}}