Snow drought to hydrologic drought progression using machine learning and probabilistic analysis

Snow drought to hydrologic drought progression using machine learning and probabilistic analysis

Abstract Snow plays a crucial role in water resource management, acting as a natural reservoir that sustains agricultural, domestic, and ecological needs. However, declining snowpack poses significant challenges to water availability, particularly in snow-dominated regions. This study explores the r...

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Bibliographic Details
Main Authors: Pouya Moghaddasi, Keyhan Gavahi, Hamid Moradkhani
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Snow drought
Hydrologic drought
Long short-term memory (LSTM)
Probabilistic analysis
Drought progression
United States
Online Access:https://doi.org/10.1038/s41598-025-05978-y
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https://doi.org/10.1038/s41598-025-05978-y

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