Forecasting of flash flood susceptibility mapping using random forest regression model and geographic information systems

Forecasting of flash flood susceptibility mapping using random forest regression model and geographic information systems

Flash floods, rapid and devastating inundations of water, are increasingly linked to the intensifying effects of climate change, posing significant challenges for both vulnerable communities and sustainable environmental management. The primary goal of this research is to investigate and predict a F...

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Bibliographic Details
Main Authors: Mohamed Wahba, Radwa Essam, Mustafa El-Rawy, Nassir Al-Arifi, Fathy Abdalla, Wael M. Elsadek
Format: Article
Language:English
Published: Elsevier 2024-07-01
Series:Heliyon
Subjects:
Flash floods
Climate change
Flood susceptibility map
Random forest
ROC
Online Access:http://www.sciencedirect.com/science/article/pii/S2405844024100138

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http://www.sciencedirect.com/science/article/pii/S2405844024100138

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