Contrail avoidance gets a budget: a £5m trial to see if AI forecasts can move aircraft
Operation Blue Skies will spend 30 months testing whether Google's contrail predictions are good enough for NATS controllers to shift aircraft 2,000ft over the North Atlantic.
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What happened
- A £5m UK trial will test whether AI can help by predicting where warming contrails are likely to form and getting planes to avoid those areas.
- The 30-month Operation Blue Skies project brings together Google, the UK government, the Met Office, air traffic control provider National Air Traffic Services (NATS) and academic researchers.
- The trial will focus on the Shanwick Oceanic airspace in the eastern half of the North Atlantic corridor, which accounts for approximately 5% of global contrail warming.
- Dr Paul Hodgson, Google's technical lead for Operation Blue Skies, told the BBC's Tech Life programme: "We think that contrail warming is responsible for something like a third of all aviation climate warming."
- Hodgson acknowledged there was uncertainty around the precise figure, but said scientists were confident it was "either quite a large problem or a very large problem".
Why it matters
A £5m UK trial will test whether AI can predict where warming contrails are likely to form and route aircraft away from them [1], with a 30-month project called Operation Blue Skies bringing together Google, the UK government, the Met Office, NATS and academic researchers [2]. The significance is not the science, which has been argued over for years, but the plumbing: previous work of this kind has been run at airline level [12], while this attempt pushes the forecast into an air navigation service provider's existing procedures [8].
The physics is unglamorous. Hot engine exhaust meets cold high-altitude air and forms ice crystals; most trails vanish, but in cold, humid conditions they persist, spread and form cloud that traps heat which would otherwise escape [14]. Dr Paul Hodgson, Google's technical lead on the project, told the BBC that contrail warming is responsible for "something like a third" of all aviation climate warming, acknowledged uncertainty in the figure, and said scientists were confident it was "either quite a large problem or a very large problem" [3][4].
The trial targets Shanwick Oceanic airspace in the eastern North Atlantic, which the project puts at roughly 5% of global contrail warming [5]. Combining those two figures implies the target airspace accounts for on the order of 1.7% of aviation's total climate warming [22], which is a narrow slice, and the reason the design matters more than the headline. Google will use satellite imagery and flight data to find where aircraft have produced contrails before, combine that with weather patterns to forecast new ones, and pass the output to NATS controllers [7][8]. The intervention is mostly a 2,000ft altitude change, something already done routinely for turbulence and weather [9]. Ian Jopson, NATS director of sustainability, said it should be "pretty much business as usual using existing procedures" for North Atlantic operators [10].
Testing runs on selected evenings and nights in the winters of 2026-27 and 2027-28, when traffic is lower [11]. Around 10,000 flights are expected through the airspace in those windows, though only a fraction will be asked to move for contrail reasons [23]. That fraction is the whole experiment: it determines whether the result has enough statistical weight to justify a rule change.
On the trade-off, climbing or descending burns fuel [16]. Hodgson said the CO2 penalty in previous trials was "in the order of less than 1%" against a contrail cost of similar magnitude to all of aviation's CO2 [17], and modelling for this project puts a full deviation through Shanwick at about 100kg of extra fuel per affected aircraft [18]. Taken together, 100kg only stays under 1% for aircraft burning more than ten tonnes on the leg [24], so the penalty will look different on shorter sectors.
The money is worth reading closely. The Department for Transport is providing £2.65m and Google £1.4m in AI research, engineering and computing infrastructure [6], leaving roughly £950,000 of the stated £5m unattributed in the announcement [21]. Aviation Minister Keir Mather called the project "a world-first" and "British ingenuity leading the way" [15].
Watch the published results, which are due in academic literature and open to wider scrutiny [13], and watch the context: the same government backs UK airport expansion [20], and Google is among the firms spending billions on power-hungry data centres [19].
Clarity's read
What the record supports and how the coverage leans. The claims behind it follow.
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- Evidence58
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- Hype gap+20
- Incentives60
- Confidence55
Perspective Coverage
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Claim ledger
Ranked by verification strength, evidence, and original report placement.
- [1]
A £5m UK trial will test whether AI can help by predicting where warming contrails are likely to form and getting planes to avoid those areas.
- [2]
The 30-month Operation Blue Skies project brings together Google, the UK government, the Met Office, air traffic control provider National Air Traffic Services (NATS) and academic researchers.
- [3]
Dr Paul Hodgson, Google's technical lead for Operation Blue Skies, told the BBC's Tech Life programme: "We think that contrail warming is responsible for something like a third of all aviation climate warming."
- [4]
Hodgson acknowledged there was uncertainty around the precise figure, but said scientists were confident it was "either quite a large problem or a very large problem".
- [5]
The trial will focus on the Shanwick Oceanic airspace in the eastern half of the North Atlantic corridor, which accounts for approximately 5% of global contrail warming.
- [6]
The Department for Transport is providing £2.65m towards the programme, while Google is contributing £1.4m through AI research, engineering and computing infrastructure.
- [7]
Google will use satellite images and flight data to identify where planes have previously produced contrails, then combine this with weather patterns to forecast where conditions for new contrails are likely to occur.
- [8]
The information will be passed to NATS, where air traffic controllers can direct pilots to avoid those areas.
- [9]
Rather than dramatically changing a flight's route, the trial will mostly involve changing an aircraft's altitude by around 2,000ft, something which already happens routinely to avoid turbulence and bad weather, so passengers are unlikely to notice.
- [10]
Ian Jopson, director of sustainability at NATS, said it should be "pretty much business as usual using existing procedures for the operators on the North Atlantic".
- [11]
Testing will take place during selected evenings and nights in the winters of 2026-27 and 2027-28, when air traffic is lower.
- [12]
Previous airline-level trials have achieved reductions of around 60-70% in contrail formation or warming, according to Hodgson.
- [13]
The results of Operation Blue Skies are expected to be published in academic literature and opened to wider scientific scrutiny.
- [14]
Contrails are made when hot exhaust from aircraft engines meets cold air at high altitude, creating ice crystals; many disappear quickly, but in particularly cold and humid conditions they can persist and spread, forming clouds which trap heat that would otherwise escape from the Earth.
- [15]
Aviation Minister Keir Mather said the project would test "small tweaks to flight paths over the Atlantic" which could help make flying cleaner, and said: "This is a world-first, and it's British ingenuity leading the way."
- [16]
Changing the altitude of an aircraft can mean it burns more fuel.
- [17]
Hodgson said previous trials suggested the additional fuel use was much smaller than the climate benefit of preventing a warming contrail: "The CO2 penalty is in the order of less than 1%, compared to the contrail cost, which is of a similar order magnitude to all of the CO2 of aviation."
- [18]
Modelling for Operation Blue Skies suggests a full deviation through Shanwick would mean around 100kg of additional fuel per affected aircraft.
- [19]
Google is one of many big tech companies spending billions on new data centres, the power-hungry banks of computer chips which power AI, which environmentalists are concerned will contribute even more to climate change.
- [20]
The project comes as the government backs expansion of UK airports, raising the wider question of whether tech solutions can sufficiently reduce aviation's environmental impact as demand for flying grows.
- [21]
The Department for Transport's £2.65m plus Google's £1.4m totals £4.05m, leaving about £950,000 of the stated £5m not attributed to a named funder in the source.
- [22]
If Shanwick accounts for about 5% of global contrail warming and contrail warming is about one third of aviation climate warming, the airspace corresponds to roughly 1.7% of aviation's total climate warming.
- [23]
Around 10,000 flights are expected to pass through the airspace during the trial periods, although only a fraction will need to change altitude specifically to avoid contrails.
- [24]
For 100kg of extra fuel to represent less than 1% of a flight's fuel burn, that flight must burn more than about 10 tonnes of fuel.
Sources
4 independent publishers whose own reporting we read for this story.
- bbc.co.ukAI to help planes avoid climate-warming 'sky graffiti'
2 articles · August 18, 2026
- engadget.comGoogle is trying to solve contrails with AI
1 article · August 19, 2026
- siliconangle.comGoogle partners with the aviation industry to prevent climate-warming contrails with AI
1 article · August 18, 2026
- thenextweb.comGoogle and the UK will steer planes around contrails over the Atlantic
1 article · August 18, 2026
Topics and entities
Topics
- Contrail Avoidance
- AI Weather and Atmospheric Forecasting
- Air Traffic Management
- Aviation Climate Impact
Entities
- American Airlines
- Aerospace Technology Institute
- UK Department for Transport
- Shanwick Oceanic Airspace
- Operation Blue Skies
- University of Cambridge
- Imperial College London
- UK Met Office