FSU researchers receive $2.3 million National Science Foundation grant to strengthen wildfire management in hurricane-prone areas
糖心vlog researchers have received a $2.3 million National Science Foundation (NSF) grant to develop artificial intelligence tools that will help manage wildfires fueled by hurricanes in the Florida Panhandle.
The four-year project will be led by , an assistant professor of computer science, and is the largest research award ever for FSU鈥檚 . Dong and his interdisciplinary team will focus on wildfires in the wildland-urban interface, where forests such as the Apalachicola National Forest meet homes, roads and other infrastructure.
Dong鈥檚 project, 鈥淔IRE: An Integrated AI System Tackling the Full Lifecycle of Wildfires in Hurricane-Prone Regions,鈥 will bring together computer scientists, fire researchers, engineers and educators to study how hurricanes change wildfire behavior and to build AI systems that can forecast ignition, predict roadway disruptions, and assess potential damage.
鈥淭he modern practice of prescribed burns began over 60 years ago, which was a huge leap in working with nature to help manage an ecosystem,鈥 said Dong, who joined FSU鈥檚 faculty last year and established the at FSU after earning his doctorate from the University of Virginia. 鈥淣ow, we鈥檙e positioned to make another leap: we鈥檙e able to use powerful AI technology to transform wildfire risk management with tools such as ignition forecasting, roadway disruption prediction, condition estimations, damage assessments and more.鈥
The project is funded as part of an NSF program, , which was established last year and funds research and education enabling large-scale, interdisciplinary breakthroughs that realign our relationship with wildland fire and its connected variables.
Two of the four projects funded so far by the competitive program are led by FSU researchers 鈥 Neda Yaghoobian, associate professor in the at the , was also funded for a project that will analyze unresolved canopy dynamics contributing to wildfires.
鈥淭his grant represents the department鈥檚 biggest research award to date and cements鈥痮ur leadership in applying cutting-edge AI to urgent, real-world problems in our region,鈥 said Weikuan Yu, chair. 鈥淭he funding enables the development of a holistic AI platform addressing Florida鈥檚 hurricane and wildfire challenges while advancing cutting-edge AI research. Additionally, the grant includes educational and workforce development initiatives in AI and disaster resilience, positioning the department as a leader in training the next generation of scientists working at the intersection鈥痮f AI and wildfire research.鈥
WHY IT MATTERS
Fires, especially low-intensity natural wildfires and prescribed burns, can play a vital role in regulating certain forests, grasslands and other fire-adapted ecosystems. They decrease the risk and severity of large, destructive wildfires while supporting soil processes and, in many cases, limit pest and disease outbreaks.
In clearing fallen leaves that pose as hazardous fuel loads, fires lower forest density and recycle nutrients through the ecosystem. But when heaps of trees accumulate, as has happened following recurrent hurricanes in the Florida Panhandle, these fires can exhibit complex dynamics that threaten built infrastructure including homes and roadways in addition to natural landscapes. Understanding this hurricane-wildfire connection is critical for planning evacuations, protecting roads and safeguarding homes and lives.
鈥淚 became passionate about applying my research, which achieves responsible AI that directly contributes to critical AI infrastructures, to hurricane-related phenomena after experiencing my first hurricane living in Tallahassee,鈥 Dong said. 鈥淚 want to use AI techniques to help Florida Panhandle residents better understand and prepare for extreme events in this ecosystem with its unique hurricane-fire coupling dynamics.鈥
INTERDISCIPLINARY COLLABORATION
Eren Ozguven, associate professor in the FAMU-FSU College of Engineering Department of Civil and Environmental Engineering and director, is the co-principal investigator on this project, and additional contributors include James Reynolds, co-director of STEM outreach for FSU鈥檚 , and Jie Sun, a postdoctoral researcher in the .
鈥淵ushun鈥檚 project stands out for its ambition, insight, and integrative approach,鈥 Yu said. 鈥淚t zeros in on the unique challenges of Florida鈥檚 landscape where hurricanes and wildfires intersect in the wildland-urban interface of the Panhandle. By focusing on hurricane-fire coupling dynamics and working closely with local stakeholders, his project ensures that scientific innovation translates into practical, community-centered solutions. His integrated approach brings the benefit of cutting-edge AI advances directly to major real-world applications, creating a wonderful research lifecycle that鈥檚 exceptionally rare in our field.鈥
To learn about research conducted in the Department of Computer Science, visit .
