Flood susceptibility mapping using support vector regression and hyper‐parameter optimization

Flood susceptibility mapping using support vector regression and hyper‐parameter optimization

Abstract Floods are both complex and destructive, and in most parts of the world cause injury, death, loss of agricultural land, and social disruption. Flood susceptibility (FS) maps are used by land‐use managers and land owners to identify areas that are at risk from flooding and to plan accordingl...

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Bibliographic Details
Main Authors: Aryan Salvati, Alireza Moghaddam Nia, Ali Salajegheh, Kayvan Ghaderi, Dawood Talebpour Asl, Nadhir Al‐Ansari, Feridon Solaimani, John J. Clague
Format: Article
Language:English
Published: Wiley 2023-12-01
Series:Journal of Flood Risk Management
Subjects:
flood susceptibility
GIS
hyper‐parameter optimization
Iran
linear kernel
SVR
Online Access:https://doi.org/10.1111/jfr3.12920

Internet

https://doi.org/10.1111/jfr3.12920

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