Flood susceptibility modelling using advanced ensemble machine learning models

Flood susceptibility modelling using advanced ensemble machine learning models

Floods are one of nature's most destructive disasters because of the immense damage to land, buildings, and human fatalities. It is difficult to forecast the areas that are vulnerable to flash flooding due to the dynamic and complex nature of the flash floods. Therefore, earlier identification...

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Bibliographic Details
Main Authors: Abu Reza Md Towfiqul Islam, Swapan Talukdar, Susanta Mahato, Sonali Kundu, Kutub Uddin Eibek, Quoc Bao Pham, Alban Kuriqi, Nguyen Thi Thuy Linh
Format: Article
Language:English
Published: Elsevier 2021-05-01
Series:Geoscience Frontiers
Subjects:
Flood hazard
Flood vulnerability
Flash floods
Debris flow
Teesta River basin
Bangladesh
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987120302073

Internet

http://www.sciencedirect.com/science/article/pii/S1674987120302073

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