Scientists and engineers are hoping that the growing availability of satellite data will help tackle future deadly wildfires, after devastating blazes in Los Angeles.

Tech-focused groups are launching new orbiters as space launches get cheaper, while machine learning techniques will sift the torrent of information, fitting it into a wider picture of fire risk in a changing environment.

Satellites “can detect from space areas that are dry and prone to wildfire outbreaks.... actively flaming and smouldering fires, as well as burnt areas and smoke and trace gas emissions. We can learn from all these types of elements,” said Clement Albergel, head of actionable climate information at the European Space Agency.

Different satellites have different roles depending on their orbit and sensor payload.

Low Earth orbit (LEO) is generally less than 1,000 kilometers (620 miles) above the surface — compared with up to 14 km for an airliner.

Satellites here offer high-resolution ground images but see any given point only briefly as they sweep around the planet.

Geostationary satellites orbit at around 36,000 km, remaining over the same area on the Earth’s surface — allowing for continuous observation but usually at much lower resolution.

As climate change brings growing numbers of wildfires encroaching on human-inhabited areas, that resolution can be crucial.

In Los Angeles, “there are satellite observations, but it’s very hard to determine. Is it my house that’s on fire? Where exactly is this?”, said WKID Solutions’ Natasha Stavros, a wildfire expert who has also worked at NASA.

“Some people stay because they don’t really understand... that’s where this idea (that) we need more observations available comes from.”

Brian Collins, director of Colorado-based nonprofit Earth Fire Alliance, plans a new low-orbit satellite “constellation” to complement existing resources.

It will sport a sensor with a resolution of five meters (16 feet), much finer than ESA’s current Sentinel-2 satellites that can see objects only 10 meters wide.

This means “we’re going to learn very quickly that there is more fire on the Earth than we know about today, we’re going to find very small fires,” Collins predicted.

EFA aims to launch four satellites by the end of 2026, the first in just a few weeks, at a total cost of $53 million.

That figure is a “drop in the bucket” against the property damage and lives lost to wildfires, said Genevieve Biggs of the Gordon and Betty Moore Foundation, which has financially supported EFA’s satellite project.

It would take the whole planned swarm of 55, costing a total $400 million, to reach Collins’ aim of imaging every point on Earth at least once every 20 minutes.

Dozens of satellites in orbit could “both detect and track fires... at a cadence that allows decisions to be made on the ground,” Collins said.

Less grandiose efforts include Germany-based OroraTech, which has launched the first of at least 14 shoebox-sized FOREST-3 “nanosatellites.”

The system will “deliver ultra-fast wildfire alerts and high-quality thermal data,” chief executive Martin Langer said in a statement.

The Moore foundation is also backing a geostationary satellite project dubbed FUEGO.