An integrated GIS-based multivariate adaptive regression splines-cat swarm optimization for improving the accuracy of wildfire susceptibility mapping

A hybrid machine learning method is proposed for wildfire susceptibility mapping. For modeling a geographical information system (GIS) database including 11 influencing factors and 262 fire locations from 2013 to 2018 is used for developing an integrated multivariate adaptive regression splines (MAR...

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Bibliographic Details
Published in:Geocarto International
Main Authors: Hai T., Theruvil Sayed B., Majdi A., Zhou J., Sagban R., Band S.S., Mosavi A.
Format: Article
Language:English
Published: Taylor and Francis Ltd. 2023
Online Access:https://www.scopus.com/inward/record.uri?eid=2-s2.0-85147182880&doi=10.1080%2f10106049.2023.2167005&partnerID=40&md5=82beb94ddbab4fb37e8a496dd5dd6f08