Flood susceptibility mapping using machine learning boosting algorithms techniques in Idukki district of Kerala India

Kerala experiences a high rate of annual rainfall and flooding resulting in a frequent natural disaster. The objective of this study is to develop flood susceptibility maps for the Idukki district making use of Remote Sensing (RS) data, Geographic Information System (GIS), and Machine Learning (ML)....

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Bibliographic Details

Published in:	Urban climate Vol. 49; p. 101503
Main Authors:	Saravanan, Subbarayan, Abijith, Devanantham, Reddy, Nagireddy Masthan, KSS, Parthasarathy, Janardhanam, Niraimathi, Sathiyamurthi, Subbarayan, Sivakumar, Vivek
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.05.2023
Subjects:	Boosting algorithm Flood GEE Idukki Machine learning SAR Flood SAR Idukki Boosting algorithm GEE Machine learning
ISSN:	2212-0955, 2212-0955
Online Access:	Get full text
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