Glacial lakes of Sikkim Himalaya: their dynamics, trends, and likely fate—a timeseries analysis through cloud-based geocomputing, and machine learning

Glacial lakes of Sikkim Himalaya: their dynamics, trends, and likely fate—a timeseries analysis through cloud-based geocomputing, and machine learning

AbstractIn the background of ongoing climate change, it is important to monitor the spatial and temporal changes of glacial lakes (GLs) since they influence snowmelt runoff, stream discharge, water resources, and glacial lake outburst flood (GLOF). However, accurate identification and mapping of GLs...

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Bibliographic Details
Main Authors: Polash Banerjee, Chandrashekhar Bhuiyan
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:Geomatics, Natural Hazards & Risk
Subjects:
Glacial lakes
GLOF
machine learning
time-series
Himalaya
Online Access:https://www.tandfonline.com/doi/10.1080/19475705.2023.2286903

Internet

https://www.tandfonline.com/doi/10.1080/19475705.2023.2286903

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