USA

California turns to AI to help spot wildfires

In an example of the potential of the ALERTCalifornia AI program launched last month, a camera spotted a fire that broke out at 3am local time in the remote, scrubby Cleveland National Forest about 50 miles (80 km) east of San Diego

A firefighter hoses down flames from the Mosquito Fire as it burns in Foresthill in Placer County, California, US

California firefighters are using artificial intelligence to help spot wildfires, feeding video from more than 1,000 cameras strategically placed across the state into a machine that alerts first responders when to mobilise.

In an example of the potential of the ALERTCalifornia AI program launched last month, a camera spotted a fire that broke out at 3 a.m. local time in the remote, scrubby Cleveland National Forest about 50 miles (80 km) east of San Diego.

With people asleep and darkness concealing the smoke, it could have spread into a raging wildfire. But AI alerted a fire captain who called in about 60 firefighters including seven engines, two bulldozers, two water tankers and two hand crews. Within 45 minutes the fire was out, Cal Fire said.

Developed by engineers at the University of California San Diego using AI from DigitalPath, a company based in Chico, California, the platform relies on 1,038 cameras put up by various public agencies and power utilities throughout the state, each one capable of rotating 360 degrees at the command of remote operators.

Since the AI program began July 10, Cal Fire provided other examples of AI alerting fire captains to a fire before a 911 call was made, though it did not yet have a comprehensive report.

Neal Driscoll, a professor of geology and geophysics at UCSD and the principal investigator of ALERTCalifornia, said the sample size so far was too small to draw conclusions.

Cal Fire hopes the technology can one day serve as a model for other states and countries around the world, a need underscored by unusually devastating wildfires in Hawaii, Canada and the Mediterranean this season.

“It’s 100% applicable throughout anywhere in the world, especially now that we’re experiencing a lot larger and more frequent fire regimes and with climate change,” said Suzann Leininger, a Cal Fire intelligence specialist in El Cajon, just east of San Diego.

Part of Leininger’s job is to help the machine learn. She reviews previously recorded video from the camera network of what AI considers to be a fire, then tells the machine whether it was right with a binary yes or no answer. Any number of phenomena can trigger a false positive: clouds, dust, even a truck with smoky exhaust.

With hundreds of specialists repeating the exercise up and down the state, the AI has already become more accurate in just a few weeks, Driscoll said.

Beyond the camera network, the platform is collecting vast amounts of additional information, including an aerial survey to quantify the vegetation that would fuel future fires and map the Earth’s surface beneath the canopy, Driscoll said.

Aeroplanes and drones are also collecting infrared and other wavelength data beyond the capabilities of human vision.

During the winter, the platform is able to measure atmospheric rivers and snowpacks. The UCSD team is also capturing data on burn scars and their impact on erosion, sediment dispersal, water quality and soil quality, Driscoll said.

The data, which is available to any private company or academic researcher, could eventually be used to model fire behaviour and improve as yet unforeseen AI applications for studying the environment.

“We’re in an extreme climate right now. So we give them the data, because this problem is bigger than all of us,” Driscoll said. “We need to use technology to help move the needle, even if it’s a little bit.”

Show More

Leave a Reply

Your email address will not be published. Required fields are marked *

Related Articles

Back to top button
Situs Toto
toto togel
slot toto
Toto slot gacor
bacan4d
totoslotgacor
bacan4d
bacan4d slot gacor
bacan4d login
Bacan4d
bacan4d
bacan4d bonus
Toto gacor
Toto gacor
slot gacor hari ini
bacan4d toto
bacan4d toto
bacan4d
bacan4d
bacan4d
bacan4d
bacan4d link alternatif
slot gacor bett 200
situs toto
SITUS TOTO
toto 4d
toto gacor
Slot Toto
Slot Toto
Slot Toto
Situs toto
Slot toto
Slot Dana
Slot Dana
Judi Bola
Judi Bola
Slot Gacor
toto slot
bacan4d toto
bacan4d akun demo slot
bacantogel
bacan4d
bacan4d
slot gacor
bacantoto
bacan4d
Bacan4d Login
slot demo
Bacan4d Toto
toto gacor
Slot Gacor
Live Draw
Live Draw Hk
toto slot
Bacan4d slot gacor
toto macau
toto slot
Toto Gacor
slot dana
bacan4d
bacan4d
bacan4d
bacan4d
Slot Dp Pulsa
Bacan4d Login
toto slot
Bacansports/a>
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
toto slot
bacansport
bacansport
bacansport
bacansport
bacansport
bacansport
xx1toto
xx1toto
xx1toto
xx1toto
slot gacor
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
toto slot
slot demo
toto slot gacor
bacansports Slot toto toto slot Slot toto Slot dana Slot toto slot maxwin slot maxwin toto slot toto slot slot dana
Toto Bola
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
bacan4d
ts77casino
situs toto
slot pulsa
bacansports
situs toto
slot toto
situs toto
slot toto
situs toto
toto slot
bacansport
bacansport
bacansports
slot toto
xx1toto
xx1toto
xx1toto
xx1toto
xx1toto
situs toto
situs toto
xx1toto
toto slot
xx1toto
xx1toto
slot qriss
Slot Toto
slot dana
situs toto
slot toto
slot dana
Situs Toto Slot Gacor
xx1toto
xx1toto
bacan4d
xx1toto
xx1toto
toto slot
situs toto slot gacor
toto gacor
toto gacor
toto gacor
toto gacor
bacan4d
bacan4d
bacan4d
bacan4d
bacan4d
situs toto
Slot Toto
Toto Slot
Slot Gacor
Slot Gacor
Slot Gacor
slot toto
Toto Slot
slot gacor