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AI assessment of structural fuel load and fire risk via street house images in wildland-urban interface

Wildfires directly threaten human lives and properties in the wildland-urban interface (WUI). Combustible materials of house structure are easily ignited by sustained thermal radiation or fire spotting, so the estimation of structural fuel load is critical for accurate WUI fire spread modelling and...

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Main Authors: Yifei Ding, Thomas Gernay, Xuechun Li, Negar Elhami-Khorasani, Susu Xu, Xinyan Huang
Format: Artigo
Language:Inglês
Published: Elsevier 2026-09-01
Series:Applications in Energy and Combustion Science
Subjects:
WUI fire
Residential fire load
Risk assessment
Deep learning
Remote sensing
California wildfire
Online Access:http://www.sciencedirect.com/science/article/pii/S2666352X26000701
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