Urban trees play a critical role in shaping healthy, resilient communities—providing shade, improving air quality, reducing flood risk, and enhancing public well-being. Yet, during extreme weather events such as windstorms, hurricanes, and ice storms, trees can become significant hazards, causing power outages, infrastructure damage, and safety risks. Currently, there is no reliable, proactive system for identifying high-risk trees and integrating that information into local planning.