ArticleScientific reports2026
Assessing decadal changes in human exposure near wildfires in a Mediterranean region.
Article in Scientific reports, 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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9 authors.
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Abstract
This study examines the evolution of human exposure to wildfires in Catalonia, Spain, over the period 1992–2021, by integrating geospatial data on fire perimeters, population, satellite-derived nighttime light (NTL) imagery, and settlement records. Although the burned area shows a slight statistically non-significant decrease (-0.43 km2/year), human exposure per unit of burned area has risen by 42% (based on GlobPOP data within burned areas) to 138% (based on GlobPOP data within a 5 km static buffer around fire perimeters), depending on the buffer distance and dataset used. This alarming trend is mainly driven by rapid urban expansion and population redistribution, particularly in coastal regions, which highlights a growing intersection between human settlements and fire-prone areas. Our findings emphasize the critical role of urbanization in amplifying wildfire risks, underscoring the urgent need to integrate demographic dynamics into fire risk governance strategies. By employing innovative proxies such as nighttime light data alongside high-resolution population and building density datasets, this study provides a comprehensive framework to assess wildfire exposure in rapidly urbanizing Mediterranean environments.
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