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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.