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Updated: Jul 24, 2025

An R-Based Landscape Validation of a Competing Risk Model
Published on: September 16, 2022
FireLossRate: An R package to estimate the loss rate of residential structures affected by wildfires at the Wildland
Vittorio Nicoletta1,2, Raphaël D Chavardès1,3, Ahmad Abo El Ezz4
1Laurentian Forestry Centre, Canadian Forest Service, Natural Resources Canada, Québec, QC, Canada.
Abstract:
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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