The Influence of Housing, Parcel, and Neighborhood Characteristics on Housing Survival in the Marshall Fire

This study develops random forest models to interrogate housing survival in the 2021 Marshall Fire, investigating the role of housing, parcel, and neighborhood characteristics. This grass fire affected suburban communities and destroyed more than 1,000 houses. The authors compiled a data set consist...

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Bibliographic Details
Published in:	Fire technology Vol. 60; no. 6; pp. 4065 - 4097
Main Authors:	Metz, Amy J., Fischer, Erica C., Liel, Abbie B.
Format:	Journal Article
Language:	English
Published:	New York Springer US 01.11.2024 Springer Nature B.V
Subjects:	Accuracy Building codes Characterization and Evaluation of Materials Civil Engineering Classical Mechanics Datasets Engineering Fire damage Houses Housing Jurisdiction Neighborhoods Parameter identification Physics Residential areas Risk reduction Suburban areas Survival Wildland-urban interface Wildland urban interface Random forest Marshall fire Housing characteristics
ISSN:	0015-2684, 1572-8099
Online Access:	Get full text
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