Artificial Intelligence in Natural Hazard Modeling: Severe Storms, Hurricanes, Floods, and Wildfires
Artificial Intelligence in Natural Hazard Modeling: Severe Storms, Hurricanes, Floods, and Wildfires GAO-24-106213, 12-2023
GAO found that machine learning, a type of artificial intelligence (AI) that uses algorithms to identify patterns in information, is being applied to forecasting models for natural hazards such as severe storms, hurricanes, floods, and wildfires, which can lead to natural disasters. A few machine learning models are used operationally—in routine forecasting—such as one that may improve the warning time for severe storms. Some uses of machine learning are considered close to operational, while others require years of development and testing.
Publication type:
project report
Publication language:
English
Publication date:
2023
Publication URL:
https://www.gao.gov/products/gao-24-106213
Institute:
Science, Technology Assessment, and Analytics team of the U.S. Government Accountability Office (GAO) (STAA)
Country:
United States of America

 Back