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Fuels and Fuel Treatments

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Extreme Colorado 2020 fires: remotely sensed burn severity influenced by treatments, forest types, and days of burning

Year of Publication
2025
Publication Type

Forest managers are faced with escalating size, severity, and cost of wildfires. To mitigate this, U.S. federal land management agencies are increasing forest treatments such as mechanical thinning and prescribed fire. While there is a growing body of work on treatment–wildfire interactions, treatment impacts in increasingly extreme wildfire situations remain unknown.

Learning from Wildfire Decision Support: large language model analysis of barriers to fire spread in a census of large wildfires in the United States (2011–2023)

Year of Publication
2025
Publication Type

Background

Barriers are the landscape features that firefighters leverage to stop wildfire spread. In the United States, decision-makers discuss barrier availability in a framework called the Wildland Fire Decision Support System (WFDSS).

Aims

This study analyzes WFDSS text from 6630 large wildfires and examines the barriers identified.