Wildfires from Space: How the View from Above Helps Firefighters on the Ground
[Smoke from California wildfires is seen making its way over the Pacific Ocean in this GOES East loop from Nov. 12, 2018. Credit: (NESDIS)]
[NOAA] Every evening from late spring to early fall, two planes lift off from airports in the western United States and fly through the sunset, each headed for an active wildfire, and then another, and another. From 10,000 feet above ground, the pilots can spot the glow of a fire, and occasionally the smoke enters the cabin, burning the eyes and throat.
The pilots fly a straight line over the flames, then U-turn and fly back in an adjacent but overlapping path, like they’re mowing a lawn. When fire activity is at its peak, it’s not uncommon for the crew to map 30 fires in one night. The resulting aerial view of the country’s most dangerous wildfires helps establish the edges of those fires and identify areas thick with flames, scattered fires and isolated hotspots.
The aircraft are part of a small fleet of planes operated by the U.S. Forest Service and a larger constellation of NASA and NOAA satellites that help detect and map forest fires. As technology has advanced, so has the value of remote sensing, the science of scanning the Earth from a distance using satellites and high-flying airplanes.
[Frontline responders do the heavy lifting when it comes to fighting and managing wildfires, but they’re often helped by the view from higher up. Each year, a coordinated effort from the U.S. Forest Service aircraft teams and satellite teams from NASA and NOAA provide valuable information that help fire management teams on the ground make the best decisions possible. Satellite observations and data from new NASA airborne field campaigns also help us understand the role, frequency, and intensity of fires in a changing world. Credits: NASA’s Goddard Space Flight Center]
The most immediate, life-or-death decisions – sending smokejumpers to a ridge, for example, or calling an evacuation order when flames jump a river – are made by firefighters and chiefs in command centers and on the fire line. Data from satellites and aircraft provide a strategic, big-picture view used in making these decisions.
“We use the satellites to inform decisions on where to stage assets across the country,” said Brad Quayle of the Forest Service’s Geospatial Technology and Applications Center, which plays a key role in providing remote-sensing data for active wildfire suppression. “When there’s high competition for firefighters, tankers and aircraft, decisions have to be made on how to distribute those assets.”
It’s not uncommon for an Earth-observing satellite to be the first to detect a wildfire, especially in remote regions like the Alaskan wilderness. And at the height of the fire season, when there are more fires than planes to map them, data from satellites are used to estimate the fire’s perimeter, like in the case of Montana’s Howe Ridge Fire, which burned for nearly two months in Glacier National Park last summer.
[On the left is an imager of a cockpit of a National Infrared Operations plane. On the right is a night vision picture of a fire. Credit: NIROPS]
Global fire picture from space
In January 1980, two scientists, Michael Matson and Jeff Dozier, who were working at NOAA’s National Weather Service building in Camp Springs, Maryland, detected tiny bright spots on a satellite image of the Persian Gulf. The image had been captured by the Advanced Very High Resolution Radiometer (AVHRR) instrument on the NOAA-6 satellite, and the spots, they discovered, were campfire-sized flares caused by the burning of methane in oil wells. It marked the first time that such a small fire had been seen from space. Dozier, who went on to become the founding dean of the Bren School of Environmental Science and Management at the University of California at Santa Barbara, was “intrigued by the possibilities,” and he went on to develop, within a year, a mathematical method to distinguish small fires from other sources of heat. This method would become the foundation for nearly all subsequent satellite fire-detection algorithms.
What was learned from AVHRR informed the design of the first instrument with spectral bands explicitly designed to detect fires, NASA’s Moderate Resolution Imaging Spectroradiometer, or MODIS, launched on the Terra satellite in 1999, and a second MODIS instrument on Aqua in 2002. MODIS in turn informed the design of the Visible Infrared Imaging Radiometer Suite, VIIRS, which flies on the Joint Polar Satellite System’s NOAA/NASA Suomi-NPP and NOAA-20 satellites. Each new instrument represented a major step forward in fire detection technology.
“Without MODIS, we wouldn’t have the VIIRS algorithm,” said Ivan Csiszar, active fire product lead for NOAA’s Joint Polar Satellite System calibration validation team. “We built on that heritage.”
— NWS Hastings (@NWSHastings) May 31, 2019
The instruments on polar-orbiting satellites, like Terra, Aqua, Suomi-NPP and NOAA-20, typically observe a wildfire at a given location a few times a day as they orbit the Earth from pole to pole. Meanwhile, NOAA’s GOES East and GOES West geostationary satellites provide continuous updates, though at a coarser resolution and for fixed portions of the planet.
“You can’t get a global picture with an aircraft, you can’t do it from a ground station,” said Ralph Kahn, a senior research scientist at NASA’s Goddard Space Flight Center. “To get a global picture, you need satellites.”
The MODIS instrument mapped fires and burn scars with an accuracy that far surpassed AVHRR. And after nearly 20 years in orbit, the optical and thermal bands on MODIS, which detect reflected and radiated energy, continue to provide daytime visible imagery and night-time information on active fires.
VIIRS has some improved fire detection capabilities. Unlike MODIS, the VIIRS imager band has higher spatial resolution, at 375 meters per pixel. This allows it to detect smaller, lower temperature fires. VIIRS also provides nighttime fire detection capabilities through its Day-Night Band, which can measure low-intensity visible light emitted by small and fledgling fires.
[Legion Lake Wildfire from December 2017 in South Dakota. From sdfireweather]
The first moments after a fire ignites are critical, said Everett Hinkley, National Remote Sensing Program Manager for the U.S. Forest Service. In California, for example, when intense winds combine with dry fuel conditions, the response time can mean the difference between a catastrophic fire, like the Camp Fire that consumed nearly the entire town of Paradise, and one that is quickly contained.
“Those firefighters who are first responders don’t always know the precise location of the fire, how fast it’s moving or in what direction,” Hinkley said. “We’re working to try to give them real-time or near-real-time information to help them better understand the fire behavior in those early critical hours.”
Responders increasingly turn to the GOES satellites for early, precise geolocation of fires in remote areas. On July 2, 2018, for example, after smoke was reported in a wooded area near Central Colorado’s Custer County, GOES East detected a hotspot there. Forecasters in Pueblo visually inspected the data and provided the exact coordinates of what would become the Adobe Fire, and crews were sent quickly to the scene. The fire detection and characterization algorithm, the latest version of NOAA’s operational fire detection algorithm, is in the process of being updated and is expected to further improve early fire detection and reduce false positives.
“The holy grail is that firefighters want to be able to get on a fire in the first few hours or even within the first hour so they can take action to put it out,” said Vince Ambrosia, a wildfires remote-sensing scientist at NASA’s Ames Research Center in Moffett Field, California. “So it’s critical to have repeatable coverage.”
Where there’s fire, there’s smoke
Of course, where there’s fire, there’s smoke, and knowing how wildfire smoke travels through the atmosphere is important for air quality, visibility and human health. Like other particulate matter in the atmosphere, smoke from wildfires can penetrate deep into the lungs and cause a range of health problems. Satellites can give us important information on the movement and thickness of that smoke.
Terra carries the MISR instrument, a sensor that uses nine fixed cameras, each viewing Earth at a different angle. MISR measures the motion and height of a fire’s smoke plume, as well as the amount of smoke particles coming from that fire, and gives some clues about the plume’s composition. For example, during the Camp Fire, MISR measurements showed a plume made of large, non-spherical particles over Paradise, California, an indication that buildings were burning. Smoke particles from the burning of the surrounding forest, on the other hand, were smaller and mostly spherical. Measurements also showed that the fire had lofted smoke nearly 2 miles into the atmosphere and carried it about 180 miles downwind, toward the Pacific Ocean.
Scientists also closely monitor whether the height of the smoke has exceeded the “near surface boundary layer,” where pollution tends to concentrate. Wildfires with the most energy, such as boreal forest fires, are the most likely to produce smoke that goes above the boundary layer. At that height, “smoke can typically travel farther, stay in the atmosphere longer, and have an impact further downwind,” Kahn said.
[An image of the Camp Fire on Nov. 8 from the Landsat 8 satellite. Credits: USGS/NASA/Joshua Stevens]
VIIRS and MODIS data also feed into NOAA’s HRRR-Smoke, a model whose use is increasing among responders, government agencies, and even elementary schools and high school football coaches. HRRR-Smoke provides a forecast of the amount of smoke produced by a fire, the direction it will likely travel, and its plume height. It predicts both “near surface smoke,” the kind responsible for burning eyes and asthma, and “vertically integrated smoke,” which includes smoke high in Earth’s atmosphere.
The satellites have limitations. Among them, the heat signatures the instruments detect are averaged over pixels, which makes it difficult to precisely pinpoint fire location and size. Interpreting data from satellites has additional challenges. Although thermal signals give an indication of fire intensity, smoke above the fire can diminish that signal, and smoldering fires might not radiate as much energy as flaming fires at the observed spectral bands.
Up close with airborne ‘heat’ sensors
That’s where the instruments on the Forest Service National Infrared Operations Program (NIROPS) aircraft come in.
Each NIROPS plane is equipped with an infrared sensor that sees a six-mile swath of land below and can map 300,000 acres of terrain per hour. From an altitude of 10,000 feet, the sensor can detect a hotspot just 6 inches across, and place it within 12.5 feet on a map. The data from each pass is recorded, compressed and immediately downlinked to an FTP site, where analysts create maps that firefighters can access directly on a phone or tablet in the field. They fly at night when there’s no sun glint to compromise their measurements, the background is cooler, and the fires are less aggressive.
[The USDA Forest Service’s National Infrared Operations King Air B200 plane, which holds the Phoenix scanner. Credit: NIROP]
“Every time we’re scanning, we’re ‘truthing’ that fire,” says Charles “Kaz” Kazimir, an infrared technician with NIROPS, who has flown fires with the program for 10 years. “On the ground, they may have ideas of how that fire is behaving, but when they get the image, that’s the truth. It either validates or invalidates their assumption since the last time they had intel.”
The infrared aircraft instruments fill some of the gaps in the satellite data, and field campaigns, such as the NOAA-NASA FIREX-AQ, now underway, are designed to address these issues. But scientists are also looking to new technology to fill the gaps. In 2003, representatives from NASA and the Forest Service formed a “tactical fire remote sensing advisory committee,” which meets twice annually to discuss ways to harness new and existing remote sensing technology as it relates to wildfires. For example, a new infrared sensor is being developed that scans a swath three times wider than the existing system. That would mean fewer flight lines and less time spent over an individual fire, Hinkley said.
“The takeaway really is that we are actively investigating and developing capabilities that will aid decision-makers on the ground, especially in the early phases of dynamic fires,” Hinkley said. “We’re not just resting on our laurels here. We understand that we need to better leverage new technologies to help keep people safe.”
Edited for WeatherNation by Meteorologist Mace Michaels