Comparative Analysis of Non-Negative Matrix Factorization in Fire Susceptibility Mapping: A Case Study of Semi-Mediterranean and Semi-Arid Regions

Comparative Analysis of Non-Negative Matrix Factorization in Fire Susceptibility Mapping: A Case Study of Semi-Mediterranean and Semi-Arid Regions

Semi-Mediterranean (SM) and semi-arid (SA) regions, exemplified by the Kurdo-Zagrosian forests in western Iran and northern Iraq, have experienced frequent wildfires in recent years. This study proposes a modified Non-Negative Matrix Factorization (NMF) method for detecting fire-prone areas using sa...

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Bibliographic Details
Main Authors: Iraj Rahimi, Lia Duarte, Wafa Barkhoda, Ana Cláudia Teodoro
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Land
Subjects:
fire susceptibility
NMF
semi-Mediterranean
semi-arid
ZGI
machine learning
Online Access:https://www.mdpi.com/2073-445X/14/7/1334
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