Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm

Flash flood susceptibility mapping using a novel deep learning model based on deep belief network, back propagation and genetic algorithm

Flash floods are responsible for loss of life and considerable property damage in many countries. Flood susceptibility maps contribute to flood risk reduction in areas that are prone to this hazard if appropriately used by land-use planners and emergency managers. The main objective of this study is...

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Bibliographic Details
Main Authors: Himan Shahabi, Ataollah Shirzadi, Somayeh Ronoud, Shahrokh Asadi, Binh Thai Pham, Fatemeh Mansouripour, Marten Geertsema, John J. Clague, Dieu Tien Bui
Format: Article
Language:English
Published: Elsevier 2021-05-01
Series:Geoscience Frontiers
Subjects:
Environmental modeling
Flash flood
Deep belief network
Over-fitting
Iran
Online Access:http://www.sciencedirect.com/science/article/pii/S1674987120302401

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http://www.sciencedirect.com/science/article/pii/S1674987120302401

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