Inference of Wildfire Causes From Their Physical, Biological, Social and Management Attributes

Inference of Wildfire Causes From Their Physical, Biological, Social and Management Attributes

Abstract Effective wildfire prevention includes actions to deliberately target different wildfire causes. However, the cause of an increasing number of wildfires is unknown, hindering targeted prevention efforts. We developed a machine learning model of wildfire ignition cause across the western Uni...

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Bibliographic Details
Main Authors: Yavar Pourmohamad, John T. Abatzoglou, Erica Fleishman, Karen C. Short, Jacquelyn Shuman, Amir AghaKouchak, Matthew Williamson, Seyd Teymoor Seydi, Mojtaba Sadegh
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Earth's Future
Subjects:
wildfire
machine learning
wildfire prevention
risk mitigation
wildfire attributes
Online Access:https://doi.org/10.1029/2024EF005187
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