ArticleProceedings of the National Academy of Sciences of the United States of America2026
Optimal interventions to curb urban conflagration.
Article in Proceedings of the National Academy of Sciences of the United States of America, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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2 authors.
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Abstract
Understanding the efficacy of wildfire mitigation policies is a clear first step toward curbing wildfire losses during an urban conflagration. In this study, we used a validated model to quantify the impact of the spatial distribution of the combined management of open-space vegetation and mitigation of the home ignition zone (HIZ) on the resulting fire boundary and damage to the built environment in the Palisades area of Los Angeles, California. Fuel management in open-space involves reducing vegetation density by a specific percentage to emulate vegetation thinning and prescribed burning. HIZ mitigation involves hardening building features and removing defensible space fuel. For each type of intervension, we employed both random and targeted strategies to quantify their effectiveness in reducing the fire boundary and mean relative vulnerability of buildings. When combined vegetation management and HIZ mitigation are applied randomly, we observed a maximum reduction in mean relative vulnerability of 57%, while targeted strategies result in a maximum reduction of 78%. The study demonstrates the effectiveness of combining mitigation strategies in reducing damage caused by urban conflagrations.
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