Rethinking deep learning: linear regression remains a key benchmark in predicting terrestrial water storage

Wanshu Nie, Sujay V. Kumar, Junyu Chen +6

Recent advances in machine learning such as Long Short-Term Memory (LSTM) models and Transformers have been widely adopted in hydrological applications, demonstrating impressive pe…