Wildfire univariate and bivariate characteristics simulation based on multiple machine learning models and applicability analysis of wildfire models

Wildfire univariate and bivariate characteristics simulation based on multiple machine learning models and applicability analysis of wildfire models

Wildfires can significantly impact regional and global climate, human health, and ecosystems, making it necessary to model their behavior and predict their outcomes. With increasing global temperatures and changing precipitation patterns due to climate change, the frequency and intensity of wildfire...

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Bibliographic Details
Main Authors: Ke Shi, Yoshiya Touge, Yanhong Dou
Format: Article
Language:English
Published: Elsevier 2023-12-01
Series:Progress in Disaster Science
Subjects:
Wildfire
Machine learning
Copula
Probability distributions
Wildfire simulation
Global
Online Access:http://www.sciencedirect.com/science/article/pii/S2590061723000285

Internet

http://www.sciencedirect.com/science/article/pii/S2590061723000285

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