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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Veröffentlicht in:	Urban climate Jg. 49; S. 101503
Hauptverfasser:	Saravanan, Subbarayan, Abijith, Devanantham, Reddy, Nagireddy Masthan, KSS, Parthasarathy, Janardhanam, Niraimathi, Sathiyamurthi, Subbarayan, Sivakumar, Vivek
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 01.05.2023
Schlagworte:	Boosting algorithm Flood GEE Idukki Machine learning SAR Flood SAR Idukki Boosting algorithm GEE Machine learning
ISSN:	2212-0955, 2212-0955
Online-Zugang:	Volltext
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