Articles | Volume 29, issue 3
https://doi.org/10.5194/hess-29-733-2025
https://doi.org/10.5194/hess-29-733-2025
Research article
 | 
07 Feb 2025
Research article |  | 07 Feb 2025

Assessing national exposure to and impact of glacial lake outburst floods considering uncertainty under data sparsity

Huili Chen, Qiuhua Liang, Jiaheng Zhao, and Sudan Bikash Maharjan

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Revised manuscript accepted for HESS
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Cited articles

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Bajracharya, S. R., Maharjan, S. B., Shrestha, F., Sherpa, T. C., Wagle, N., and Shrestha, A. B.: Inventory of glacial lakes and identification of potentially dangerous glacial lakes in the Koshi, Gandaki, and Karnali River Basins of Nepal, the Tibet Autonomous Region of China, International Centre for Integrated Mountain Development GPO Box, 3226, https://doi.org/10.53055/ICIMOD.773, 2020. 
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Breiman, L.: Random forests, Mach. Learn., 45, 5–32, https://doi.org/10.1023/A:1010933404324, 2001. 
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Short summary
Glacial lake outburst floods (GLOFs) can cause serious damage. To assess their risks, we developed an innovative framework using remote sensing, Bayesian models, flood modelling, and open-source data. This enables us to evaluate GLOFs on a national scale, despite limited data and challenges accessing high-altitude lakes. We evaluated dangerous lakes in Nepal, identifying those most at risk. This work is crucial for understanding GLOF risks, and the framework can be transferred to other areas.
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