Mojtaba Sadegh
Associate Professor
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Positions (1)
Mojtaba Sadegh
Boise State University
Boise State University is seeking a motivated Postdoctoral Research Fellow and/or PhD student for a project on AI-based assessment of fire potential forecasts to support wildfire prevention and management . The work is funded by the Joint Fire Science Program and is based at Boise State University, Boise, Idaho . The project will evaluate fire forecast products, integrate large environmental and geospatial datasets, and develop advanced statistical and AI/ML models to better understand and predict fire outcomes. Research tasks include building analysis-ready datasets, assessing forecast efficacy, fusing multiple forecast products, and collaborating with stakeholders to produce actionable guidance for fire managers. Relevant study areas include Environmental Science , Computer Science , Statistics , Geography , and related fields such as geosciences, data science, civil and environmental engineering, and forestry. The postdoctoral role is described as a 1-year appointment with the possibility of extension to 3 years depending on performance. Applicants should have strong expertise in AI/machine learning (including deep learning and explainable AI), statistical modeling , and handling large-scale, high-dimensional environmental and geospatial data. Experience with wildfire or climate-related applications is preferred, along with the ability to publish in high-impact journals and communicate results to both technical and non-technical audiences. Preferred start dates are October 1 for the postdoctoral fellow and January 1 for the PhD student. To apply, send a short statement of interest and your CV directly to the contact email provided.
Articles (1)
Understanding of the vulnerability of populations exposed to wildfires is limited. We used an index from the U.S. Centers for Disease Control and Prevention to assess the social vulnerability of populations exposed to wildfire from 2000–2021 in California, Oregon, and Washington, which accounted for 90% of exposures in the western United States. The number of people exposed to fire from 2000–2010 to 2011–2021 increased substantially, with the largest increase, nearly 250%, for people with high social vulnerability. In Oregon and Washington, a higher percentage of exposed people were highly vulnerable (>40%) than in California (~8%). Increased social vulnerability of populations in burned areas was the primary contributor to increased exposure of the highly vulnerable in California, whereas encroachment of wildfires on vulnerable populations was the primary contributor in Oregon and Washington. Our results emphasize the importance of integrating the vulnerability of at-risk populations in wildfire mitigation and adaptation plans.
Year:
2023
Collaborators (2)
Philip Higuera
Professor
University of Montana
Megan Cattau
Assistant Professor
Boise State University
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