Interpretable flash flood susceptibility mapping in Yarlung Tsangpo River Basin using H2O Auto-ML

Interpretable flash flood susceptibility mapping in Yarlung Tsangpo River Basin using H2O Auto-ML

Abstract Flash flood susceptibility mapping is essential for identifying areas prone to flooding events and aiding decision-makers in formulating effective prevention measures. This study aims to evaluate the flash flood susceptibility in the Yarlung Tsangpo River Basin (YTRB) using multiple machine...

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Bibliographic Details
Main Authors: Fei He, Suxia Liu, Xingguo Mo, Zhonggen Wang
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Flash flood susceptibility
Yarlung Tsangpo River Basin
Machine learning
Model interpretability
Online Access:https://doi.org/10.1038/s41598-024-84655-y
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https://doi.org/10.1038/s41598-024-84655-y

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