Deep Learning Advances Arctic River Water Temperature Predictions

Abstract The accelerated warming in the Arctic poses serious risks to freshwater ecosystems by altering streamflow and river thermal regimes. However, limited research on Arctic River water temperatures exists due to data scarcity and the absence of robust methodologies, which often focus on large,...

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Bibliographic Details

Published in:	Water Resources Research
Main Authors:	Shuyu Y. Chang, Jon Schwenk, Kurt C. Solander
Format:	Article
Language:	English
Published:	Wiley 2025-06-01
Subjects:	river temperature arctic machine learning LSTM permafrost soil temperature
Online Access:	https://doi.org/10.1029/2024WR039053