Sony Pixel Power calrec Sony

Wildfire Prevention: AI Startups Support Prescribed Burns, Early Alerts

08/05/2025

Artificial intelligence is helping identify and treat diseases faster with better results for humankind. Natural disasters like wildfires are next.

Fires in the Los Angeles area have claimed more than 16,000 homes and other structures so far this year. Damages in January were estimated as high as $164 billion, making it potentially the worst natural disaster financially in U.S. history, according to Bloomberg.

The U.S. Department of Agriculture and the U.S. Forest Service have reportedly been redirecting resources in recent months toward beneficial fires to reduce overgrowth.

AI enables fire departments to keep more eyes on controlled burns, making them safer and more accepted in communities, say industry experts.

This is just like cancer treatment, said Sonia Kastner, CEO and founder of Pano AI, based in San Francisco. You can do early screening, catch it when it's in phase one, and hit it with really aggressive treatment so it doesn't progress - what we've seen this fire season is proof that our customers across the country use our solution in this way.

San Ramon, California-based Green Grid, which specializes in AI for utility companies, in September alerted its customer at a Big Bear resort that a fire started in the San Bernardino National Forest was near, said Chinmoy Saha, the company's CEO. By acting early, the resort customer was able to prepare for the needed suppression measures for the fire before it reached and became uncontrollable, he said. Due to the favorable weather conditions, the fire did not reach the customer territory.

In the recent Los Angeles area fires, Saha said he had been in discussion with a customer seeking to bring AI to cameras located at the site of the now-devasted Eaton fire that has claimed 17 lives and more than 9,000 buildings.

If we had our system there, this fire could have been mitigated, said Saha. Early detection is the key, so the fire is contained and it doesn't become a catastrophic wildfire.

Aiding First Responders With Accelerated Computing Pano's service provides human-in-the-loop AI-driven fire detection and alerts that have enabled fire departments to act faster than from 911 calls, accelerating containment efforts, said Kastner.

The company's Pano Station uses two ultra-high-definition cameras mounted on top of mountains like a cell tower, rotating 360 degrees every minute to capture views 10 miles in all directions. Those images are transmitted to the cloud every minute, where AI models running on GPUs do inference for smoke detection.

Pano AI's Pano Station in Rancho Palos Verdes Pano has a daytime smoke detection model and a nighttime near infrared model looking for smoke, as well as a nighttime geostationary satellite model. It has a human in the loop for verifying the detections, and it can be confirmed using digital zoom and time-lapse imagery.

It trains on NVIDIA GPUs locally and runs inference on NVIDIA GPUs in the cloud.

Harnessing AI for Controlled Burns California Department of Forestry and Fire Protection (CAL FIRE) is carrying out prescribed fires, or controlled burns, to reduce dry vegetation that creates fuel for wildfires.

Controlled burns are necessary, and we didn't do a good job in California for the past 30 or 40 years, said Saha. Green Grid has deployed its trailer mounted AI camera sensors for monitoring fires and control burns before they go out of control.

Pano can be used by fire departments to monitor controlled burn zones with its AI-driven cameras to make sure that plumes of smoke don't appear outside of the permitted zone, maintaining safety.

The company has its cameras stationed at Rancho Palos Verdes, south of the recent Los Angeles area fires.

The area around the palisades fire was a very overgrown forest, and with a lot of dead fuels, so our hope is that there is going to be more focus on prescribed fires, said Kastner.

Embracing AI at Fire Departments for Faster Mitigation CAL FIRE is partnered with Alert California and UC San Diego for a network of cameras owned by investor-owned utilities, CAL FIRE, U.S. Forest Service and other U.S. Department of the Interior agencies.

Through that network, they've implemented an AI program that looks for new fire starts. It pans every two minutes and continuously updates, and Alert California has the most up-to-date information from this network.

If AI can enable fire departments to get to the scene of a fire when it's just a few acres, it's a lot easier to control than if it's 50 or more acres, said David Acuna, battalion chief at CAL FIRE, Clovis, California. This is particularly important in remote areas where it might take hours before a human sees and reports a fire, he added.

They use AI to determine if this looks like a new start, said Acuna. Now the key here is the program will then send an email to the relevant emergency command center, saying Hey, I think we spotted a new start, what do you think?' And it has to be verified by a human.
LINK: https://blogs.nvidia.com/blog/wildfire-ai-startups/...
See more stories from nvidia

Most recent headlines

05/01/2027

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be demoed at CES 2026

Worlds first 802.15.4ab-UWB chip verified by Calterah and Rohde & Schwarz to be ...

06/09/2026

Dolby and MagentaTV Bring Fans Closer to the FIFA World Cup 2026 in Germany with Dolby Vision and Dolby Atmos

June 9 2026, 23:00 (PDT) Dolby and MagentaTV Bring Fans Closer to the FIFA Worl...

04/08/2026

Dalet Announces Commercial Availability of Dalia, Bringing Media-Aware Agentic AI to Enterprise Productions

Dalet, a leading technology and service provider for media-rich organizations, t...

04/07/2026

Detective Conan: Fallen Angel of the Highway Opens in Dolby Cinemas Across Japan, Presented in Dolby Atmos and Dolby ...

April 7 2026, 19:00 (PDT) Detective Conan: Fallen Angel of the Highway Opens in...

11/06/2026

HBSs Johannes Franken on Digital Innovations, the Role of the Influencer at the 2026 FIFA World Cup

The immense size of the tourney and its Atlantic-spanning operation also disting...

11/06/2026

Nielsen: Soccer Fandom in North America Tops 136 Million, Up 10.9% in Five Years

Nielsen has released a new soccer fandom consumer research report, The Fans Behind The Game: FIFA World Cup 2026 Edition, examining the soccer audience in the...

11/06/2026

Telemundo Announces All-Day Opening Day Coverage for FIFA World Cup 2026 on June 11

Telemundo will launch its FIFA World Cup 2026 coverage on Thursday, June 11 with...

11/06/2026

Fubo Announces Distribution Agreement With NBCUniversal

FuboTV Inc. has announced a distribution agreement with NBCUniversal. Fubo customers can now stream Telemundo and Universo, with NBC Sports Network (NBCSN), NBC...

11/06/2026

DAZN Announces In-App Features for FIFA World Cup 2026 Coverage in Spain, Italy, and Japan

DAZN has announced its in-app features for FIFA World Cup 2026 coverage in Spain...

11/06/2026

Roblox Report: Sports Engagement on Platform Drives Real-World Fandom and Purchases

Roblox has released the 2026 Roblox Digital Expression Report: Wave 4 - Sports D...

11/06/2026

Andrea Bocelli, David Guetta, Megan Thee Stallion, and EJAE Release Official FIFA World Cup 2026 Anthem DNA'

FIFA has unveiled DNA, the Official FIFA World Cup 2026 Anthem, performed by A...

11/06/2026

ESPN Announces Extensive English- and Spanish-Language World Cup 2026 Coverage

ESPN will provide English- and Spanish-language news and information coverage of FIFA World Cup 2026 across its U.S. media platforms from June 11 through July 1...

11/06/2026

SVG Students To Watch: Teddy Batkin, Rochester Institute of Technology

The latest product of the outstanding RIT Sports Network program, this recent grad from Long Island is carving out a promising path in broadcast engineering In...

11/06/2026

DAZN and DSPORTS Announce Distribution Agreement Across Five Latin American Countries

DAZN has announced a multi-year agreement to make DSPORTS channels available to ...

11/06/2026

Resource Actors Throughout the Years at Sundance Institute's Directors Lab

Laura Dern at the 1986 Sundance Institute Directors Lab (Photo by Eric Edwards) By Lucy Spicer It takes a village to bring together the Sundance Institute lab...

11/06/2026

Introducing a New Standard for Podcast Plays and Upgraded Creator Analytics Experience

As podcast formats evolve in the streaming era, podcasting needs updated, transp...

11/06/2026

RADAR Italia Unveils 6 New Artists and a New Approach for 2026

As Spotify's global RADAR program enters its sixth year in Italy, a new class of artists is stepping into the spotlight. Today, we're announcing the six...

11/06/2026

5 Audiobooks that Amplify and Celebrate Queer Voices

Pride Month is a time for celebration, reflection, and amplifying the diverse stories and perspectives from the LGBTQIA+ community that enrich our world. To hel...

11/06/2026

VSL introduce Synchron Solo Violin 1 & Cello (sordino)

First in new line of muted string libraries VSL have just announced the launch of two new string libraries that represent the first two instalments in a new...

11/06/2026

Novation reveal the Launchkey 61 MK4 White

New colour option for 61-key Launchkey MK4 At Superbooth 2025, Novation introduced the Launchkey Mini 37 White and Launchkey 49 White, bringing an additiona...

11/06/2026

Arturia announce the MiniLab 37

Larger, but still compact! Arturia's popular compact MIDI controller keyboard is now available in a, well, slightly less compact version! The new MiniLa...

11/06/2026

Eurosatory 2026: Rohde & Schwarz shapes the new-generation battlefield

Eurosatory 2026: Rohde & Schwarz shapes the new-generation battlefield Rohde & Schwarz unveils next generation SIGINT/EW and CUAS solutions on uncrewed system...

11/06/2026

Rohde & Schwarz unveils NEMACS - Directional, ultra secure connectivity for the future battlefield

Rohde & Schwarz unveils NEMACS - Directional, ultra secure connectivity for the ...

11/06/2026

MTI FILM acquires Mango/New Edit

MTI FILM acquires Mango/New Edit Posted by MTI Film on June 10, 2026 LOS ANGELES, CA - June 2026 - MTI FILM, the multiple Emmy Award winning Hollywood post-p...

11/06/2026

Ungrounded LLM Fabricates Every Detail for Nearly 1 in 5 Movie and TV Titles Tested, New Gracenote Report Finds

Study underscores the need for authoritative content intelligence to build trust...

11/06/2026

PTZOptics, LayerJot Partner on AI-Powered PTZ at InfoComm 2026

Share Copy link Facebook X Linkedin Bluesky Email...

11/06/2026

Chyron Unveils PAINT 10.4

Share Copy link Facebook X Linkedin Bluesky Email...

11/06/2026

Maxon Brings Real-Time Architectural Visualization to AIA26 With New Redshift for Revit and Archicad Integration Beta

Maxon Brings Real-Time Architectural Visualization to AIA26 With New Redshift fo...

11/06/2026

ABC Kid's Caper Crew Shoots Australian Adventure with Blackmagic Design

ABC Kid's Caper Crew Shoots Australian Adventure with Blackmagic Design Brie Clayton June 11, 2026 0 Comments DP Judd Overton and team bring Wes A...

11/06/2026

PTZOptics and LayerJot demo Visual Reasoning at InfoComm...

PTZOptics, and LayerJot today announced live demonstrations at InfoComm 2026 showing how prompt-based AI, robotic camera control, and high-performance computing...

11/06/2026

Lightware launches GPIO Button to deliver simplified hard...

Lightware, an industry leader in signal management, announces the release of GPIO-Button-10S, a dedicated control interface enabling straightforward press-to-a...

11/06/2026

NABs LeGeyt Urges Congress to Limit NFL's Antitrust Exemption

Share Copy link Facebook X Linkedin Bluesky Email...

11/06/2026

Fubo Inks New Distribution Agreement with NBCUniversal

Share Copy link Facebook X Linkedin Bluesky Email...

11/06/2026

Kiloview to Showcase Broadcast-Grade AV-over-IP Solutions...

Kiloview, a leading innovator in AV-over-IP video solutions, will return to InfoComm 2026 (Booth# N8327) with broadcast-grade AV-over-IP solutions designed for ...

11/06/2026

Australian Games Industry Glossary of Terms

Australian Games Industry Glossary of Terms 10 June 2026 From DAU and EULA to COT and QADE, here's a list of game industry terms, industry jargon and their...

11/06/2026

Berklee's Tonya Butler Named Music Business Educator of the Year

Berklee's Tonya Butler Named Music Business Educator of the Year The Music Business Association honored Butler at its annual Bizzy Awards. June 10, 2026 ...

11/06/2026

Ann Mincieli to Receive Honorary Doctorate at Berklee NYC Graduate Commencement

Ann Mincieli to Receive Honorary Doctorate at Berklee NYC Graduate Commencement The five-time Grammy-winning engineer and producer, known for her longstanding...

11/06/2026

Daisy May Cooper rallies the nation ahead of ICC Womens T20 World Cup

Thursday 11 June 2026 Daisy May Cooper rallies the nation ahead of ICC Women's T20 World CupTurn on cookies to view this content. Go to Privacy options and...

11/06/2026

Hadewych Minis and Geert van Rampelberg to Star in New Netflix Series Directed by Paula van der Oest

Back to All News Hadewych Minis and Geert van Rampelberg to Star in New Netflix...

11/06/2026

Official Trailer for Anime Adaptation of Thunder 3' Unveiled Ahead of July 9 Premiere

Back to All News Official Trailer for Anime Adaptation of Thunder 3' Unvei...

11/06/2026

RT Radio 1 and Irish Lights mark RT 100 with special broadcasts from Ireland's Lighthouses

Summer solstice shows from C il House and Late Date from 9pm on Saturday 20 Jun...

11/06/2026

Save Big and Play Bigger: GeForce NOW Summer Sale Brings Major Membership Savings

The GeForce NOW summer sale kicked off today with limited-time savings of up to ...

10/06/2026

SVG Sit-Down: Team Whistle's Joe Caporoso on Building World Cup Content Around Fans, Culture, IRL Experiences

DAZN-owned digital-media company launches three fan-first series leaning into cr...

10/06/2026

Clear-Com Appoints Jason Dino as Southwest Regional Sales Manager

Clear-Com has announced the appointment of Jason Dino as Southwest Regional Sales Manager USA, covering Southern California and the Southwest region. Dino joins...

10/06/2026

Caretta Research: 2026 World Cup Revenue Growth Due to More Matches; Rights Revenue Up 32%

An 11% decrease in number of global broadcast deals reflects the organization...

10/06/2026

Women Without Boundaries Awards Are Back!

The Women Without Boundaries Awards recognize women whose work is advancing the future of media, broadcast, AV, workplace technology, digital experience, and re...

10/06/2026

On Eve of World Cup Kickoff, FIFA and HBS Offer Deep Dive into IBC Operations, Commentary, and Ref Cam

Today is match day minus two for FIFA and HBS. On Thursday, there will be two ma...

10/06/2026

SES Supporting World's Biggest Soccer Tournament Broadcast Distribution Worldwide

SES is supporting broadcast distribution of the world's biggest football tou...

10/06/2026

BirdDog Achieves Full NDI 6.3 Compatibility Across Entire Product Line

NDI has announced that BirdDog has become the first hardware manufacturer to achieve full NDI 6.3 compatibility across its complete lineup of cameras, encoders,...

10/06/2026

Emmy Award-Winning Audio Team To Present at SVG Audio Symposium

Vince Caputo and Scott Carter, winners of the 2026 Sports Emmy for Outstanding Post Produced Audio have been announced as presenters for the 2026 SVG Advanced A...