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Comparing Snow Water Equivalent Estimations From Long Short‐Term Memory Networks and Physics‐Based Models in the Western United States

Abstract In snowmelt‐dominated regions like the western U.S., mountain snowpacks supply 50%–70% of the total runoff. Accurate estimation of snow water equivalent (SWE) is critical for informed management of water resources, including reservoir operations, flood risk assessments, and drought mitigati...

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Principais autores: Madeleine C. Burns, Reed M. Maxwell
Format: Artigo
Sprog:Inglês
Udgivet: Wiley 2026-02-01
Serier:Water Resources Research
Fag:
snow water equivalent
machine learning
LSTM
SWE
ParFlow‐CLM
snowpack
Online adgang:https://doi.org/10.1029/2025WR041178
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