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Experimental study on the evolution of canyon fire spread behavior under different terrains and the critical conditions for eruptive fire

Year of Publication
2025
Publication Type

Background

The spread of canyon fire often involves sudden acceleration, which is related to eruptive fire.

Aims

The purpose of the study is to explore the pattern of fire line evolution and rate of spread (ROS) with topographic conditions in canyon fire, and to clarify the critical conditions for and mechanism of eruptive fire.

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.