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La Habra Heights council hears AI wildfire-risk pitch; residents press privacy, accuracy and next steps
Summary
A FireScore AI representative demonstrated parcel-level, 3D wildfire-risk maps that combine satellite, NAIP training and drone confirmation; council and residents asked for clearer public outreach, privacy protections and a plan for how flagged parcels would be inspected and acted on.
A representative from FireScore AI told the La Habra Heights City Council on Aug. 11 that the company’s “physical AI” platform can produce parcel-level, three-dimensional fuel-risk maps by fusing Sentinel-2 satellite data, NAIP training imagery and targeted drone flights for confirmation. The presenter said the system can identify vegetation indices, live fuel moisture and even differentiate vegetation species to prioritize inspections and mitigation for the city.
The company highlighted one area on East Skyline Drive as the highest-priority parcel in its model. “Our system looks at current vegetation, not historic. Here, for example, is biomass from last week, not three years ago,” the…
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