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Mapping predicted ecological states at landscape scales using remote-sensing data and machine learning

“Here, we extend these frameworks to larger landscapes with a machine learning approach that integrates large-scale, high-resolution vegetation data with identified ecological states from a data-driven state-and-transition model developed for a landscape-scale Ecological Site Group.” Read HERE Kleist, N. J., C. T. Domschke, A. C. Knight, T. W. Nauman, M. C. Duniway, and S. K. Carter. 2025. “ Mapping Predicted Ecological States at…
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Quantifying Regional Ecological Dynamics Using Agency Monitoring Data, Ecological Site Descriptions, and Ecological Site Groups

“Here, we demonstrate a new repeatable workflow for developing data-driven STMs in the United States (US).” Read HERE
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A Quantitative Soil-Geomorphic Framework for Developing and Mapping Ecological Site Groups

“This study examines ESDs in the diverse Upper Colorado River region, where ESDs are only partially complete, to look at quantitative approaches to generalizing ecological site concepts based on unifying underlying soil, geomorphology, and climate patterns.” Read HERE
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New Guides-Reducing Conifer Encroachment in Western Rangelands

“New Technical and Pocket Guides explain the processes behind tree expansion and provide practical guidance on where and how to prioritize reduction efforts in the northeast portion of the sagebrush biome.“ Access both HERE
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Cost-Effectiveness of Linear Fuel Breaks in Wildfire Management: A Case Study from Southern Idaho

“Linear fuel breaks (LFBs)—strips of land where vegetative fuels are removed or modified—are intended to reduce flame lengths, slow fire spread, and improve access and safety for fire crews.” Read HERE
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A Year of Rebuilding and Reflection Since the 2025 LA Fires

“In the winter of 2025, a year ago this week, the Los Angeles area experienced a cascade of fires — among them the Palisades Fire and the Eaton Fire — that led to the evacuation of thousands of people from their homes and tested the resilience of emergency systems, community organizations, and local governments alike.…
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Fire-Retardant Coatings Used in Exterior Applications

“In buildings where combustible siding has been installed, fire-retardant coatings could be used to reduce their vulnerability to wildfire exposures, particularly radiant heat and flame contact exposures.” Read HERE
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Using terrestrial laser scanning to estimate mass of hand-built slash piles following hazardous fuels treatments

” A total of 16 pile masses were measured across Colorado, United States, using a previously developed pile measurement methodology, using TLS, and by taking apart the pile and weighing the contents of the pile, to determine if TLS would be an adequate method for predicting pile masses.” Read HERE Guth A, Dauner M, Fowler A,…
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A historical analysis of factors driving the daily prioritization of wildland fires in California

“In this study, we first examine wildfire reporting and ranking processes across different regions of the United States to provide insight into criteria used for fire ranking. “ Read HERE
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Fighting fire with power: Willingness to pay for microgrids for wildfire mitigation in the Southwestern United States

“This analysis provides the first nonmarket valuation of microgrids in the context of wildfire prevention and adds to the relatively scarce body of knowledge on microgrid valuation in general.” Read HERE
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