Yesterday I arrived at JFK. The day before an early winter storm shut down the city. This is a city that is preparing for climate change and acknowledges that it exists. Yet the city’s public works and transportion officials are unable to find an immediate solution. It may be called “the new abnormal.” If this city cannot prepare for the ill effects of climate change, imagine the rest. The city underestimated the potential impact of the storm and failed to provide warnings of the disaster that lay ahead.
Huffington Post reports, “COMMUTE FROM HELL: Snowstorm Cripples NYC Area With 10-Hour Traffic Nightmare:”
An early snowstorm caught much of the New York metropolitan area off-guard, leading to major delays on the roads and extreme backups in public transportation Thursday evening. While the storm hit a large swath of the Midwest and East Coast, few places appeared to have been as unprepared as the area in and around New York City. Some commuters reported being trapped on highways for 10 hours or more. Mass transit was crippled and ride-hail prices surged into the hundreds of dollars for short distances in New York and New Jersey.
On the other side of the country in California. The state is scorching from wildfires. There, too, public warning systems failed to provided adequate notifications. The official death count is at 71 now and climbing. The number missing are at least 1,000.
This is not an academic exercise. The discussion of climate change. This is body bags and serious economic losses.
Satellite images of the area around Paradise, California, on the morning of Nov. 8 captured the Camp Fire when it was only four hours old, yet had already burned halfway through the city.
Overlaid with earlier high-resolution images of the city’s buildings and surrounding landscape, the images clearly indicate the buildings that had likely burned by 10:45 a.m. that Thursday, as well as the rapidly leapfrogging flames and the path of destruction the fire had created since its ignition at around 6:30 a.m.
The northeastern, upwind edge of the burn lies beneath and parallel to three high-tension power lines running along Highway 70, about a mile and a half northeast of a town called Pulga and a site identified as a possible origin of the fire.
So far, the Camp Fire has scorched 140,000 acres, left at least 56 people dead and destroyed more than 8,700 residences, making it the most destructive fire in California history. It is only 40 percent contained.
The images were generated by Jeff Chambers, a UC Berkeley professor of geography, using Google’s Earth Engine, which combines an analysis platform and detailed base maps with large storage and daily downloads of publicly available Earth-imaging data from orbiting satellites. The Landsat 8 satellite happened to snap its once-every-16-days shot of that area at 10:45 a.m. on Thursday, Nov. 8.
The satellite recorded visible and infrared wavelengths. Short-wavelength infrared (SWIR) light (1.2- to 3-micron wavelength) is captured in two bands with Landsat 8, and these SWIR wavelengths are emitted by burning materials and penetrate smoke and aerosols, allowing a detailed picture of the fire’s progress. As assembled by Chambers, the infrared signature of fire is an eerie red wash over Earth Engine’s base map of homes and businesses in Paradise.The northeastern, windward extreme of the active burn front, in the vicinity of the ignition area near the small town of Pulga. A set of three parallel high-tension power lines are indicated by the blue line.
Chambers used the satellite data to clock the fire’s speed at about 5 kilometers (3 miles) per hour during its first four hours, driven in part by flying embers that caused the fire to leapfrog up to 4 kilometers, or 2.5 miles, ahead of the advancing fire front.
“People need to understand how quickly these fires can propagate. Early warning is so critical here,” he said.
Chambers is a field ecologist and biogeographer who uses remote sensing to augment his ground studies of how areas are impacted and recover after hurricanes, droughts, fires and other natural disasters. Earlier this year, he published results of rapid mapping of the damage to Puerto Rico’s forests caused by 2017’s Hurricane Maria, and a publication for peer review is nearing completion on that work.
On Saturday, Nov. 10, Chambers pulled up Landsat data from 10:45 a.m. Nov. 8, and manipulated it to see what could be learned. Such information, if it had been available immediately after the satellite obtained the images and been updated frequently, might have been invaluable to firefighters.
“You can see the way in which the structure of the burn is aligned with the built environment,” he said. “At 10:45 in the morning, all these structures were engulfed in flames. You can see that clearly in the image and start counting the hundreds of homes burned.”
A close-up view of the residential and commercial structures that would have been engulfed in flames. Images like this can help officials count the number of buildings that were within the burn zone at 10:45 a.m. on Nov. 8.
Chambers emphasized that the Camp Fire is not a forest fire, but a wildland fire made dangerous by its proximity to dense human habitation.
“The vegetation of the ignition area is not a forested region, it’s a complex mosaic of grasses, shrubs and forest patches, with downed and dead woody debris and urban structures,” he said.
Chambers plans within a few weeks to build a user interface that can interact with his Earth Engine code, allowing anyone to manipulate the images.Landsat 8 multispectral satellite images capture at about 10:45 a.m. PST on Thursday, Nov. 8, just four hours after fire ignition. Images were processed using Google’s Earth Engine platform. The Landsat images are shown here as an overlay on the Earth Engine true-color high spatial resolution (meter-scale) base map. The Landsat images are processed to show green vegetation in the near infrared (NIR) and dead vegetation and the fire in red colors using shortwave infrared (SWIR1), with the burn front of the Camp Fire clearly visible.
Short-wave infrared (red) captured by Landsat 8 shows the full extent of the actively burning area of the Camp Fire four hours after it started. The red patches are fires that leapfrogged in front of the primary burn front, which was growing at a rate of approximately 5 km per hour.The Landstat 8 image (with a pixel resolution of 30 meters) with the fire plume cascading out in the direction of the prevailing high-velocity diablo winds. This image uses a semi-transparent overlay to show the infrared image in the context of the roads, topography and the city of Paradise, California.