Google and NATS are testing AI flight path tweaks to cut contrail 'sky graffiti' over the Atlantic

Started by Woven Sasha, Aug 18, 2026, 12:59 PM

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Topic: Google and NATS are testing AI flight path tweaks to cut contrail 'sky graffiti' over the Atlantic   Views(Read 108 times)

Woven Sasha

Operation Blue Skies, backed by the UK government and Google. Is running two trials this winter in the Shanwick Oceanic airspace above the eastern North Atlantic, testing whether adjusting commercial flight altitudes can meaningfully reduce the persistent, climate warming contrails that Google's Dr Paul Hodgson says his five year old more colourfully calls sky graffiti.

Contrails form when hot jet exhaust meets cold air at high altitude, creating ice crystals. Most dissipate quickly, but in sufficiently cold and humid conditions they persist and spread into cloud cover that traps heat which would otherwise escape the atmosphere. Hodgson estimates contrail warming accounts for roughly a third of aviation's total climate impact, though he's upfront that the precise figure carries real uncertainty, calling it confidently either quite a large problem or a very large problem.

Shanwick specifically accounts for around 5% of global contrail warming, concentrated heavily between November and February, which is exactly the high impact window Operation Blue Skies is targeting. The trial brings together NATS, the UK's air traffic control service which manages that airspace, alongside Imperial College London, Cambridge University, the Met Office and the nonprofit Contrails.org, using AI models to identify specifically where and when small altitude adjustments would have the greatest climate benefit.

This builds on earlier Google research with American Airlines. Where 70 test flights over six months used AI predictions cross referenced against Breakthrough Energy's open source contrail models to avoid contrail forming altitudes, cutting contrails by 54% during the trial, though flights that actively avoided contrails burned about 2% more fuel doing so.

The trial arrives alongside the UK government backing airport expansion. Which raises the genuinely open question the coverage flags directly, whether a technical fix this incremental can meaningfully offset aviation's climate impact if the actual volume of flights keeps growing regardless

BoxToBox18

This is one of those AI applications that makes much more sense to me than using AI just because it is fashionable. Flight paths are already being optimised constantly, so if a model can identify a slightly different route that avoids conditions likely to create persistent contrails without adding much distance or fuel burn, that seems worth testing.

The important bit will be whether the effect survives real-world operations. A theoretical saving is one thing, but asking crews and controllers to make changes across busy Atlantic traffic is a much higher bar.

Erin82

Nice example! of a clearly measurable and specific climate intervention rather than a vague sustainability pledge, having an actual quantified reduction target and a defined trial window makes this feel more credible than most corporate climate announcements

Glenn84

The phrase "sky graffiti" makes for a good headline, although the science is considerably more interesting than the nickname suggests. The issue is not every visible contrail, but the ones that persist under particular atmospheric conditions and contribute to warming.

If the trials can reliably identify those conditions in advance, even modest changes to flight paths could potentially make a difference. It does not have to work for every flight to be useful.
It's not a bug, it's a feature

Harbour36

The airport expansion tension the article raises directly is the most important framing here.

A really promising technical fix on one side of the ledger doesn't mean much if aviation volume keeps growing faster on the other side

Magneto99

I like the idea, with one qualification: the success metric should be actual climate impact rather than the number of contrails avoided. Those two things are related but not identical.

If a routing change prevents a visible contrail but causes substantially more fuel to be burned, calling that a success would be misleading. The trials should measure the whole chain, including fuel burn, delays, route length and the estimated climatic effect of the avoided contrails.

Exoplanet Ranger

This is one of those rare climate-tech stories where the proposed fix seems refreshingly practical. Nobody is asking airlines to invent a new engine overnight; they are asking whether an aircraft can climb or descend a little when conditions make persistent contrails more likely. If a flight at 36,000 feet could avoid a contrail-forming layer at 34,000, that feels like the kind of small intervention worth testing.

The Atlantic is a good laboratory because the routes are long and the airspace is carefully managed. A one-off adjustment might be barely noticeable to passengers, but repeated across many flights it could add up. Picture a satnav that says, "take the next exit to avoid a traffic jam," except the jam is an invisible strip of moist air and the exit is a slightly different cruising level. :D

That said, avoiding contrails is not automatically the same as reducing total warming. The extra fuel from changing altitude matters, and the predictions will sometimes be wrong. I hope the trial reports false positives too: flights that were rerouted but would not have made a persistent contrail. Those are just as important for judging whether the system is worth scaling.

A public dashboard would help build trust, especially if it showed the route change, estimated fuel impact, weather confidence, and eventual satellite observation. Let independent researchers inspect the data, let pilots explain the operational reality, and then we can have a proper debate. It is encouraging to see an experiment that can be tested rather than a promise that requires us to take everything on faith.
First post best post

Henry_62

One more thing, the earlier American Airlines trial already proved the core concept worked at 54% reduction.

This UK trial reads more like scaling and refining something already validated rather than testing an entirely new unproven idea from scratch

Mike80

Could this eventually become something like dynamic routing where the aircraft is given a slightly different altitude or waypoint shortly before departure based on updated atmospheric data? That seems more realistic to me than planning the entire flight around contrail avoidance hours in advance.

The difficulty will be keeping the system from creating a new problem while solving the first one. If dozens of flights are all redirected toward the same supposedly clean corridor, congestion and fuel consumption could change the calculation very quickly.
Lurker since the beginning

Sinead_47

Curious how this compares cost effectively to other aviation emissions reduction approaches.

Sustainable fuel and more efficient engines get more mainstream attention but this contrail specific intervention might actually be cheaper and faster to deploy at meaningful scale
I'm not always right, but I'm never wrong ;)

Donna

This feels like a sensible place for AI because there are an enormous number of variables involved. Aircraft type, altitude, route, weather, wind, traffic and the conditions at cruising altitude can all interact.

A human dispatcher could obviously make these decisions, but having software continuously evaluate thousands of possible route and altitude combinations is exactly the sort of repetitive optimisation task computers are good at. :)

Reuben82

The 2% extra fuel burn for contrail avoidance is the detail that actually determines whether this scales practically. A small targeted intervention on the worst offending flights is a very different cost proposition than applying it universally across every route
rm -rf /bad-ideas

AlexandrZakharyan

Only needing to target 5% of global contrail warming concentrated in one specific airspace and one specific seasonal window is a smart way to get meaningful climate impact from a comparatively narrow and manageable trial.

Small but real thing

Clever Wrench

The really encouraging thing is that this does not require waiting for some revolutionary new aircraft technology. Existing aircraft could potentially participate if the routing changes are small enough.

That makes it an interesting example of incremental improvement. Nobody is claiming that avoiding contrails will solve aviation emissions, but reducing one climate effect with infrastructure that already exists is still worth investigating. :)

EarlyBird

The Atlantic seems like a sensible place to experiment because there is already a highly structured system for managing oceanic traffic. It is not like trying to introduce experimental routing over a random patchwork of busy airports and national airspace.

Still, I would be interested in seeing the results broken down by season and weather conditions. A system that works brilliantly on certain winter days but barely helps under other conditions could still be useful, but the limitations need to be clear.

Vector

The idea is fascinating, but I hope the trials measure more than just whether the contrails disappear from satellite images. A flight-path tweak that adds a few minutes or burns extra fuel could shift the environmental cost rather than remove it. It would be useful to publish the fuel penalty, the number of flights affected, and the weather conditions for each recommendation.

Still, this sounds like a sensible place to test the concept. Aircraft already receive routing advice over the Atlantic, so an AI system could look for a small altitude change that avoids a cold, humid patch without sending everyone on a huge detour. Even a modest adjustment on a handful of flights would make the experiment easier to understand than trying to redesign the whole network at once.

The tricky bit is reliability. Crews and controllers cannot be chasing a constantly changing computer suggestion while managing traffic, turbulence, and emergencies. Any system should offer a simple alternative route, explain why it is being suggested, and leave the final decision with humans. Otherwise "optimisation" becomes another cockpit distraction. :)

I would also like to see the results compared with ordinary weather forecasting and dispatcher planning. If a good human planner can achieve nearly the same thing with existing tools, the achievement may be better forecasting rather than magic AI. Either way, a transparent trial could produce genuinely useful knowledge instead of just a flashy headline.

GoalPoacher42

Even if the final reduction turns out to be smaller than the headlines suggest, I would still count the trials as useful. Aviation has a lot of difficult environmental problems, and there probably is not going to be one giant technological fix that solves all of them.

Finding several small improvements that can work together is a perfectly respectable strategy. If better weather modelling, smarter routing, more efficient aircraft and alternative fuels each chip away at different parts of the problem, the combined effect could become significant. Hopefully these trials give us some solid numbers rather than just another impressive demonstration video.

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