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modeling

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Enhancing fire emissions inventories for acute health effects studies: integrating high spatial and temporal resolution data

Year of Publication
2025
Publication Type

Background: Daily fire progression information is crucial for public health studies that examine the relationship between population-level smoke exposures and subsequent health events. Issues with remote sensing used in fire emissions inventories (FEI) lead to the possibility of missed exposures that impact the results of acute health effects studies.

An optimization model to prioritize fuel treatments within a landscape fuel break network

Year of Publication
2024
Publication Type

We present a mixed integer programming model for prioritizing fuel treatments within a landscape fuel break network to maximize protection against wildfires, measured by the total fire size reduction or the sum of Wildland Urban Interface areas avoided from burning. This model uses a large dataset of simulated wildfires in a large landscape to inform fuel break treatment decisions.

Global rise in forest fire emissions linked to climate change in the extratropics

Year of Publication
2024
Publication Type

Climate change increases fire-favorable weather in forests, but fire trends are also affected by multiple other controlling factors that are difficult to untangle. We use machine learning to systematically group forest ecoregions into 12 global forest pyromes, with each showing distinct sensitivities to climatic, human, and vegetation controls.