Seasonal forest fire risk and key drivers in Yunnan Province: a machine learning approach

Abstract Forest fires occur frequently in the southwest of China. It is crucial to construct forest fire prediction models and explore the driving factors of fire occurrence for effective fire management. We employed six machine learning models to explore the optimal model and important driving fact...

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Bibliographic Details
Main Authors: Heng Zhang, Wenxuan Wang, Qingyu Ban
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:npj Natural Hazards
Online Access:https://doi.org/10.1038/s44304-025-00112-4
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