California Using AI to Get Ahead of Wildfires

The state is pioneering the use of technology to identify wildfire risks and alert firefighters before blazes get out of control.

2 minute read

July 2, 2024, 12:18 PM PDT

By Diana Ionescu @aworkoffiction


Two firefighters in a forest fore looking at tablet.

Gorodenkoff / Adobe Stock

California fire officials are using artificial intelligence to get ahead of wildfires and help firefighters identify signs of fires before they rage out of control.

As Carl Smith explains in Governing, “The cameras, trained using artificial intelligence to recognize anomalies that could be signs of wildfire, make up part of an interlinked technology network that is redefining the scope of fire prediction, prevention and response.”

Technology can help officials understand conditions that pose fire risk, identify hazardous spots early, and track fire movement. “California is at the leading edge of implementing and integrating these tools, and officials are eager to share what they’re learning.”

As Smith explains, “It’s too much to ask humans to pay close attention to feeds from a thousand cameras at every hour of every day. If AI could learn what kinds of anomalies in a landscape might signify fire, the network could alert staff at command centers, where experienced firefighters could interpret what it had flagged.”

CAL FIRE’s innovative use of AI could serve as a model for other states. However, “No one thinks AI or other technology alone will provide a complete solution for California’s wildfire problem. Cameras are still being trained. They can spot something that might be a fire, but it takes an experienced firefighter to evaluate what they have flagged. Sightings by firefighters and volunteers in the field and in observation towers, as well as 911 calls from citizens and pilots, remain essential.”

Monday, July 1, 2024 in Governing

portrait of professional woman

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching. Mary G., Urban Planner

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching.

Mary G., Urban Planner

Get top-rated, practical training

Wastewater pouring out from a pipe.

Alabama: Trump Terminates Settlements for Black Communities Harmed By Raw Sewage

Trump deemed the landmark civil rights agreement “illegal DEI and environmental justice policy.”

April 13, 2025 - Inside Climate News

High-rise apartment buildings in Waikiki, Hawaii with steep green mountains in background.

Study: Maui’s Plan to Convert Vacation Rentals to Long-Term Housing Could Cause Nearly $1 Billion Economic Loss

The plan would reduce visitor accommodation by 25% resulting in 1,900 jobs lost.

April 6, 2025 - Honolulu Civil Beat

Logo for Planetizen Federal Action Tracker with black and white image of U.S. Capitol with water ripple overlay.

Planetizen Federal Action Tracker

A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

April 16, 2025 - Diana Ionescu

Streetcar and bus stopped at station on Market Street in San Francisco with Ferry Building visible in background.

Waymo Gets Permission to Map SF’s Market Street

If allowed to operate on the traffic-restricted street, Waymo’s autonomous taxis would have a leg up over ride-hailing competitors — and counter the city’s efforts to grow bike and pedestrian on the thoroughfare.

5 hours ago - San Francisco Examiner

Parklet with wooden benches and flower boxes on street in Ireland.

Parklet Symposium Highlights the Success of Shared Spaces

Parklets got a boost during the Covid-19 pandemic, when the concept was translated to outdoor dining programs that offered restaurants a lifeline during the shutdown.

6 hours ago - Streetsblog San Francisco

Bronze statue of homeless man (Jesus) with head down and arm outstretched in front of St. Matthew Cathedral in Washington D.C.

Federal Homelessness Agency Places Entire Staff on Leave

The U.S. Interagency Council on Homelessness is the only federal agency dedicated to preventing and ending homelessness.

7 hours ago - The New York Times