The National Science Foundation (NSF) awarded a $889,209 Project Grant under the Geosciences program (CFDA 47.050) to the University of California Irvine (UC Irvine) on October 1, 2024. The project, titled "ADVANCING WILDFIRE SCIENCE, PREDICTION, AND MANAGEMENT WITH MACHINE LEARNING," aims to develop new machine learning models to improve forecasting and mitigation of wildfires. The key products and services to be delivered include: Creating a large public dataset combining weather,...
This National Science Foundation (NSF) Computer and Information Science and Engineering (CISE) program Project Grant award of $200,000 to the University of Hawaii at Manoa supports an urgent data collection effort for wildfire modeling research related to the Lahaina Fire on Maui. The grant aims to leverage various data sources, including social media and timestamped photos, and apply AI-enhanced methods for data gathering, processing, and integration to advance understanding of fire propagation...
The National Science Foundation awarded a $100,000 Project Grant under the Engineering federal grant program (CFDA 47.041) to the University of California, Los Angeles for a planning grant titled "Engineering Research Center for Wildfire Hazard Resilience and Risk Engineering." The one-year grant running from September 1, 2021 to August 31, 2022 will support initial planning and coordination to establish an Engineering Research Center focused on developing engineering solutions to...
This National Science Foundation (NSF) Division of Civil, Mechanical, and Manufacturing Innovation Project Grant award of $199,445 supports rapid response research to analyze the impacts of the January 2025 Los Angeles wildfires on infrastructure resilience in high-density wildland-urban interface (WUI) communities. The key research objectives are to: (A) collect high-resolution aerial and ground-based data on fire-impacted structures and communities; (B) analyze structure-to-structure fire...
The National Science Foundation (NSF) awarded a $150,000 Project Grant under the Geosciences (CFDA 47.050) program to the University of California, Los Angeles (UCLA) - Office of Research Administration. The grant, awarded on October 1, 2023, will support a research project to characterize and understand smoke transport from the 2023 Hawaii wildfires using geostationary satellite observations and numerical modeling. Key objectives include: 1) quantifying the characteristics and temporal...
The National Science Foundation awarded a $100,000 Project Grant to the University of California, Berkeley under the NSF Technology, Innovation, and Partnerships program (CFDA 47.084) to develop context-specific scientific simulation models and an advanced visualization platform to mitigate wildfire risks. The award period is from July 1, 2022 to June 30, 2023. Specifically, the University will create an integrated simulation framework capturing the dynamics of wildfire evacuation, including...
This National Science Foundation (NSF) Geosciences Program (CFDA 47.050) Project Grant award totaling $137,592 will investigate the impact of the 2025 Palisades and Eaton wildfires in Los Angeles on volatile organic compound (VOC) concentrations and their persistence in indoor spaces. The project objectives are to: (1) measure VOC levels during the wildfires using research-grade instrumentation deployed at UCLA, and (2) assess VOC off-gassing from household materials in smoke-impacted and...
The University of California, Los Angeles (UCLA) was awarded a $260,000 Project Grant from the National Science Foundation (NSF) Division of Mathematical Sciences. The grant falls under the NSF's Mathematical and Physical Sciences program (CFDA 47.049), which aims to advance scientific knowledge and understanding of major problems through support of mathematical and physical sciences research and education activities. Specifically, the three-year grant provides funding from July 2021 through...
This $399,933 Project Grant awarded by the National Science Foundation's (NSF) Engineering program (CFDA 47.041) to the University of California, Los Angeles (UCLA) will support the development of new artificial intelligence-based infrastructure damage prediction models for enhanced resilience and emergency response planning. The 3-year project aims to advance the state-of-the-art in multimodal data integration and analytics to enable near real-time assessments of physical damage to...
The National Science Foundation awarded a $1,049,087 project grant under the Computer and Information Science and Engineering program (CFDA 47.070) to the University of California, Irvine for the period July 1, 2022 to June 30, 2025. The project aims to develop a network of airborne drones and wireless sensors to aid in wildfire localization and mapping, near-term prediction of fire progression, and providing communications support for firefighters. Key aspects include leveraging detailed 3D...