GIS-based machine learning algorithm for flood susceptibility analysis in the Pagla river basin, Eastern India

The unique characteristics of drainage conditions in the Pagla river basin cause flooding and harm the socioeconomic environment. The main purpose of this study is to investigate the comparative utility of six machine learning algorithms to improve flood susceptibility and ensemble techniques'...

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Bibliographic Details

Published in:	Natural hazards research Vol. 3; no. 3; pp. 420 - 436
Main Authors:	Saikh, Nur Islam, Mondal, Prolay
Format:	Journal Article
Language:	English
Published:	KeAi Communications Co. Ltd 01.09.2023
Subjects:	Flood susceptibility GIS Machine learning algorithm Pagla river Receiver Operating Characteristic
ISSN:	2666-5921, 2666-5921
Online Access:	Get full text
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