Management and prediction of river flood utilizing optimization approach of artificial intelligence evolutionary algorithms

Flooding is a devastating natural disaster that causes fatalities and property damage worldwide. Effective flood susceptibility mapping (FSM) has become crucial for mitigating flood risks, especially in urban areas. This study evaluates the performance of artificial neural network (ANN) algorithms f...

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Bibliographic Details
Published in:	Scientific reports Vol. 15; no. 1; pp. 22787 - 31
Main Authors:	Ikram, Rana Muhammad Adnan, Wang, Mo, Moayedi, Hossein, Dehrashid, Atefeh Ahmadi
Format:	Journal Article
Language:	English
Published:	London Nature Publishing Group UK 02.07.2025 Nature Portfolio
Subjects:	631/158/1144 704/4111 Flood susceptibility map Humanities and Social Sciences multidisciplinary Novel and technical processes Optimized neural network Science Science (multidisciplinary) Spatial statistical analysis Sustainable development Spatial statistical analysis Novel and technical processes Sustainable development Optimized neural network Flood susceptibility map
ISSN:	2045-2322, 2045-2322
Online Access:	Get full text
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