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Machine learning for cryospheric mass movements: challenges and pathways

Abstract Cryospheric mass movements (CMMs) are accelerating under rapid Arctic and high-mountain warming, yet understanding and predicting them remains challenging due to sparse observations, complex multi-scale processes, and shifting environmental baselines. This Perspective argues that machine le...

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Autori principali: Te Pei, Louise Farquharson, Margaret Darrow, Tong Qiu, Chaopeng Shen, Yingli Tian, Helena Bergstedt, Shemin Ge, Nicole Guinn, Savinay Nagendra, Ingmar Nitze, Charlotte Pearson, Alexandra Runge, Louise Vick, Michael E. West, Chandi Witharana, Gabriel J. Wolken, Joseph Young, Lukas Arenson
Natura: Artigo
Lingua:Inglês
Pubblicazione: Nature Portfolio 2026-04-01
Serie:npj Natural Hazards
Accesso online:https://doi.org/10.1038/s44304-026-00206-7
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