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FireLossRate: An R package to estimate the loss rate of residential structures affected by wildfires at the Wildland Urban Interface

To inform proactive management actions supporting community resilience to wildfires, we developed a new software package called FireLossRate. This package in R helps the user to compute wildfire impacts on residential structures at the Wildland Urban Interface (WUI). The package integrates spatial i...

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Autores principales: Nicoletta, Vittorio, D. Chavardès, Raphaël, Abo El Ezz, Ahmad, Cotton-Gagnon, Anne, Bélanger, Valérie, Boucher, Jonathan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10326497/
https://www.ncbi.nlm.nih.gov/pubmed/37424763
http://dx.doi.org/10.1016/j.mex.2023.102238
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author Nicoletta, Vittorio
D. Chavardès, Raphaël
Abo El Ezz, Ahmad
Cotton-Gagnon, Anne
Bélanger, Valérie
Boucher, Jonathan
author_facet Nicoletta, Vittorio
D. Chavardès, Raphaël
Abo El Ezz, Ahmad
Cotton-Gagnon, Anne
Bélanger, Valérie
Boucher, Jonathan
author_sort Nicoletta, Vittorio
collection PubMed
description To inform proactive management actions supporting community resilience to wildfires, we developed a new software package called FireLossRate. This package in R helps the user to compute wildfire impacts on residential structures at the Wildland Urban Interface (WUI). The package integrates spatial information about exposed structures, empirical equations that estimate the loss rate of structures affected by wildfires as a function of fireline intensity and distance from fire edge with fire growth modeling outputs from fire simulation software and burn probability models. FireLossRate helps to quantify and produce spatially explicit data on structural exposure and loss for single and multiple fires. The package automates post hoc analyses on simulations that include single or multiple wildfires and enables result mapping when combined with other packages available in R. In this paper, we describe the functionality of the FireLossRate package and introduce users to the interpretation of impact indicators of wildfires at the WUI. FireLossRate is available for download at https://github.com/LFCFireLab/FireLossRate. • FireLossRate allows the computation of wildfire impacts indicators on residential structures at the Wildland Urban Interface in support of community fire risk management.
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spelling pubmed-103264972023-07-08 FireLossRate: An R package to estimate the loss rate of residential structures affected by wildfires at the Wildland Urban Interface Nicoletta, Vittorio D. Chavardès, Raphaël Abo El Ezz, Ahmad Cotton-Gagnon, Anne Bélanger, Valérie Boucher, Jonathan MethodsX Environmental Science To inform proactive management actions supporting community resilience to wildfires, we developed a new software package called FireLossRate. This package in R helps the user to compute wildfire impacts on residential structures at the Wildland Urban Interface (WUI). The package integrates spatial information about exposed structures, empirical equations that estimate the loss rate of structures affected by wildfires as a function of fireline intensity and distance from fire edge with fire growth modeling outputs from fire simulation software and burn probability models. FireLossRate helps to quantify and produce spatially explicit data on structural exposure and loss for single and multiple fires. The package automates post hoc analyses on simulations that include single or multiple wildfires and enables result mapping when combined with other packages available in R. In this paper, we describe the functionality of the FireLossRate package and introduce users to the interpretation of impact indicators of wildfires at the WUI. FireLossRate is available for download at https://github.com/LFCFireLab/FireLossRate. • FireLossRate allows the computation of wildfire impacts indicators on residential structures at the Wildland Urban Interface in support of community fire risk management. Elsevier 2023-06-05 /pmc/articles/PMC10326497/ /pubmed/37424763 http://dx.doi.org/10.1016/j.mex.2023.102238 Text en Crown Copyright © 2023 Published by Elsevier B.V. https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Environmental Science
Nicoletta, Vittorio
D. Chavardès, Raphaël
Abo El Ezz, Ahmad
Cotton-Gagnon, Anne
Bélanger, Valérie
Boucher, Jonathan
FireLossRate: An R package to estimate the loss rate of residential structures affected by wildfires at the Wildland Urban Interface
title FireLossRate: An R package to estimate the loss rate of residential structures affected by wildfires at the Wildland Urban Interface
title_full FireLossRate: An R package to estimate the loss rate of residential structures affected by wildfires at the Wildland Urban Interface
title_fullStr FireLossRate: An R package to estimate the loss rate of residential structures affected by wildfires at the Wildland Urban Interface
title_full_unstemmed FireLossRate: An R package to estimate the loss rate of residential structures affected by wildfires at the Wildland Urban Interface
title_short FireLossRate: An R package to estimate the loss rate of residential structures affected by wildfires at the Wildland Urban Interface
title_sort firelossrate: an r package to estimate the loss rate of residential structures affected by wildfires at the wildland urban interface
topic Environmental Science
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10326497/
https://www.ncbi.nlm.nih.gov/pubmed/37424763
http://dx.doi.org/10.1016/j.mex.2023.102238
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