Flood Susceptibility Modeling in a Subtropical Humid Low-Relief Alluvial Plain Environment: Application of Novel Ensemble Machine Learning Approach

Flood Susceptibility Modeling in a Subtropical Humid Low-Relief Alluvial Plain Environment: Application of Novel Ensemble Machine Learning Approach

This study has developed a new ensemble model and tested another ensemble model for flood susceptibility mapping in the Middle Ganga Plain (MGP). The results of these two models have been quantitatively compared for performance analysis in zoning flood susceptible areas of low altitudinal range, hum...

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Bibliographic Details
Main Authors: Manish Pandey, Aman Arora, Alireza Arabameri, Romulus Costache, Naveen Kumar, Varun Narayan Mishra, Hoang Nguyen, Jagriti Mishra, Masood Ahsan Siddiqui, Yogesh Ray, Sangeeta Soni, UK Shukla
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-12-01
Series:Frontiers in Earth Science
Subjects:
CART
FR
EBF
ensembles
Middle Ganga Plain
Ganga Foreland Basin
Online Access:https://www.frontiersin.org/articles/10.3389/feart.2021.659296/full

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