Research Database
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Projections of Lightning-Ignited Wildfire Risk in the Western United States
Year: 2025
Cloud-to-ground (CG) lightning is a major source of summer wildfire ignition in the western United States (WUS). However, future projections of lightning are uncertain since lightning is not directly simulated by most global climate models. To address this issue, we use convolutional neural network (CNN)-based parameterizations of daily June-September CG lightning. CNN parameterizations of daily CG lightning occurrence at each grid cell use fields of three thermodynamic variables—ratio of surface Moist Static Energy (MSE) to 500 hPa saturation MSE, 700–500 hPa lapse rate, and 500…
Publication Type: Journal Article
Geolces: Geospatial Support for Evaluating Wildland Firefighter Lookouts, Communications, Escape Routes, and Safety Zones
Year: 2025
Wildland firefighters play a critical role in managing the complex relationship between humans and fire. To reduce the inherent risks that come with this role, firefighters use safety protocols such as lookouts, communications, escape routes, and safety zones (LCES). Currently, LCES implementation is conducted on the ground with limited support from geospatial information, despite the protocol’s inherently spatial nature. This study introduces GeoLCES: an analytical framework designed to enhance LCES implementation using remote sensing and geospatial modeling. GeoLCES comprises three…
Publication Type: Journal Article
The role of fuel treatments during incident management
Year: 2025
BackgroundForest fuel reduction treatments are intended to mitigate negative impacts from wildland fires, protect communities, and support firefighting. Understanding fuel treatment use is important for evaluating treatment effectiveness, which, in turn, can inform the strategic planning and design of treatments. A relatively understudied aspect of fuel treatments is how existing fuel treatments are incorporated into firefighting (i.e., incident management). In this paper, we explore how fuel treatments are used by firefighters and Incident Management Teams during fires …
fuels-reduction treatments, incident command system, firefighting, incident management teams, incident management teams
Publication Type: Journal Article