@article{rethinkingdeeplearninglinearregressionre, title = {Rethinking deep learning: linear regression remains a key benchmark in predicting terrestrial water storage}, author = {Wanshu Nie and Sujay V. Kumar and Junyu Chen and Long Zhao and Olya Skulovich and Jinwoong Yoo and Justin Pflug and Shahryar Khalique Ahmad and Goutam Konapala}, year = {2025}, eprint = {2510.10799}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2510.10799}, }