AI server farms heat up the neighborhood for miles around, paper finds
- Reference: 1775039410
- News link: https://www.theregister.co.uk/2026/04/01/ai_datacenter_heat_islands/
- Source link:
The findings come from a team at the University of Cambridge, which examined the heat dissipation of large server farms, given the proliferation of these sites due to the current AI mania.
Their [1]paper , which has yet to be peer-reviewed, claims that land surface temperatures surrounding datacenters were higher by between 0.3°C and 9.1°C (0.54°F and 16.38°F) after each facility started operations, with the average increase between 1.5°C and 2.4°C (2.7°F and 4.3°F).
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This effect can still be measured up to 10 km away, although the intensity is reduced by 30 percent at about 7 km (over 4 miles) away. An average monthly land surface temperature increase of 1°C (1.8°F) can be measured up to 4.5 km (about 3 miles) from a typical AI datacenter, and this is comparable to that observed for urban heat island effects, the paper claims.
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The paper notes that global server farm capacity is growing rapidly, meaning the industry is expected to be one of the most power-hungry sectors in the next decade, adding that power consumption for data processing has been estimated to exceed the amount required for manufacturing in three to five years.
Register readers will know that spending on infrastructure by hyperscale operators has [5]tripled over the past three years in response to the AI craze, with the volume of extra capacity added each quarter also increasing – it had risen by 170 percent by the end of last year.
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One upshot is that global electricity use by massive server farms is set to [7]more than double by 2030 , with AI named as the biggest driver.
The paper goes on to say that it is therefore logical to expect that the impact of datacenters and AI hyperscaler activities on the environment "might not be negligible."
In fact, these AI factories are, in the vast majority of cases, reliant on fossil fuels to generate their electricity. As a result, the steep growth of AI training and use for various applications would translate into a significant increase in emissions.
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In the US, for example, gas-fired power plant projects in development [9]nearly tripled last year , and the demand for electricity for AI datacenters is leading to a [10]resurgence in coal-fired power plants .
[11]Senators want datacenters to come clean on power consumption
[12]Datacenter batteries are selling years in advance, because AI, says Panasonic
[13]SoftBank to build massive AI datacenter on former US nuclear weapons site
[14]Ohio citizens tell hyperscalers to take their supersized datacenters elsewhere
Considering only the data heat island effect, the paper claims that up to 343 million people could be affected worldwide, so it may lead (like the urban heat island effect) to impacts on welfare, healthcare, and energy systems.
However, the authors note that advances in technology could lessen the heat island effect, such as more energy-efficient electronics or computational methods that make AI training more efficient, reducing power consumption.
The paper, "The data heat island effect: quantifying the impact of AI datacenters in a warming world," was highlighted by [15]New Scientist .
The magazine quotes Dr Andrea Marinoni, lead author on the paper, as saying the results were surprising and could become a big problem in future.
"The message I would like to convey is to be careful about designing and developing datacenters," he told them.
Omdia Senior Research Director for Enterprise Infrastructure Vlad Galabov commented that the work is a single, early analysis that has not yet been independently replicated or vetted through peer review, adding that its claims should be treated with caution.
The study also looks at changes in land surface temperature (how hot roofs, tarmac and ground surfaces get in the sun), not the near‑surface air temperature that people actually experience, he told The Register .
"The signal they see is therefore best understood as another example of the urban‑heat‑island effect from new large buildings, paved areas and associated infrastructure, rather than clear evidence that datacenter waste heat is dramatically warming whole neighborhoods."
"Simple physics suggests that even very large datacenters contribute only a small additional heat flux when spread over kilometres, so most of the observed effect is likely driven by land‑use and surface‑cover changes, not by AI compute itself." ®
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[1] https://www.researchgate.net/publication/403073048_The_data_heat_island_effect_quantifying_the_impact_of_AI_data_centers_in_a_warming_world
[2] https://pubads.g.doubleclick.net/gampad/jump?co=1&iu=/6978/reg_onprem/systems&sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&tile=2&c=2ac1BI6LdUDpug4FABbWRLAAAAsg&t=ct%3Dns%26unitnum%3D2%26raptor%3Dcondor%26pos%3Dtop%26test%3D0
[3] https://pubads.g.doubleclick.net/gampad/jump?co=1&iu=/6978/reg_onprem/systems&sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&tile=4&c=44ac1BI6LdUDpug4FABbWRLAAAAsg&t=ct%3Dns%26unitnum%3D4%26raptor%3Dfalcon%26pos%3Dmid%26test%3D0
[4] https://pubads.g.doubleclick.net/gampad/jump?co=1&iu=/6978/reg_onprem/systems&sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&tile=3&c=33ac1BI6LdUDpug4FABbWRLAAAAsg&t=ct%3Dns%26unitnum%3D3%26raptor%3Deagle%26pos%3Dmid%26test%3D0
[5] https://www.theregister.com/2025/12/22/ai_hyperscale_capex_research/
[6] https://pubads.g.doubleclick.net/gampad/jump?co=1&iu=/6978/reg_onprem/systems&sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&tile=4&c=44ac1BI6LdUDpug4FABbWRLAAAAsg&t=ct%3Dns%26unitnum%3D4%26raptor%3Dfalcon%26pos%3Dmid%26test%3D0
[7] https://www.theregister.com/2025/04/12/ai_double_datacenter_energy/
[8] https://pubads.g.doubleclick.net/gampad/jump?co=1&iu=/6978/reg_onprem/systems&sz=300x50%7C300x100%7C300x250%7C300x251%7C300x252%7C300x600%7C300x601&tile=3&c=33ac1BI6LdUDpug4FABbWRLAAAAsg&t=ct%3Dns%26unitnum%3D3%26raptor%3Deagle%26pos%3Dmid%26test%3D0
[9] https://www.theregister.com/2026/01/29/ai_datacenter_boom_tripled_us_gas_power_builds/
[10] https://www.theregister.com/2025/10/10/datacenter_coal_power/
[11] https://www.theregister.com/2026/03/27/senators_datacenter_power_consumption/
[12] https://www.theregister.com/2026/03/26/panasonic_datacenter_energy_plans/
[13] https://www.theregister.com/2026/03/23/softbank_to_put_mega_server/
[14] https://www.theregister.com/2026/03/18/ohio_datacenter_petition/
[15] https://www.newscientist.com/article/2521256-ai-data-centres-can-warm-surrounding-areas-by-up-to-9-1c/
[16] https://whitepapers.theregister.com/
or perhaps this is further confirmation of the urban heat island effect, where temperature measurements that used to be in the middle of the countryside are now surrounded by towns or busier airports which make it appear to have heated up more than it actually has. This would mean that we should probably use satellite measurements instead of ground based, if we want something more accurate.
However that would mean climate change isn't anywhere near as scary as we're being led to believe.
Anon as I work for an energy company who are currently "all in" in Net Zero, so I'll keep it like that until the Overton Window shifts in a couple of years, and those targets will be quietly dropped.
Didcot Weather
It's common around power stations to find localised higher temperature and humidity, due to the plant's cooling towers adding a lot more water vapour, which apart from the direct heat from the station, also absorbs sunlight.
I think it's pretty clear that the earth IS getting warmer and weather is becoming more violent - e.g. just look at sea ice and glacier loss - but how much of that is due to CO2, and how much is from other human-caused pollution (such as methane, CFCs, SF6, carbon black, and water vapour) or even natural changes in solar activity I am less convinced.
I do nevertheless believe we need to reduce energy consumption - the oil will run out eventually, and the wars we will have over the last few zillion barrels of it will be our undoing. And as we have seen in the middle east: War is a major polluter in itself, and even a small one in a far away land can wipe out any progress we might make with our Net Zero malarkey.
So we need clean, reliable power - nukes are a good candidate but are burdened by crippling regulation - the good news is that regulation is the one thing that governments CAN fix.
Re: Didcot Weather
I agree the Earth is warming up. Just not convinced it's enough to worry too much about... for now. And hopefully we'll have power tech that can replace fossil fuels in the coming decades. And if not it's probably cheaper to put in mitigations rather than completely impoverish ourselves, as we seem to be doing in Europe right now.
More nuclear would be the obvious stop gap.
I'm not sure that calling CO2 "pollution" is a good idea. There are far worse pollutants that are actually directly harmful.
I'm also not convinced about sea ice loss. It does seem to be stubbornly not being lost at the rate which is of any concern. Although this depends on who is telling the actual truth. Is it those nasty climate denier web sites with scientists who are probably funded by Big Oil or those lovely climate alarmists who are probably funded by Big Green. ;-)
Re: Didcot Weather
Yup, those hundreds of dead trees I pass walking in forests are just a liberal fantasy. Stupid trees are just trying to shame the oil industry, which doesn't have any shame.
Just stay indoors and listen to podcasts.
Re: Didcot Weather
Downvoted because while the assumption that the Earth overall is getting warmer is very likely correct, there is NO EVIDENCE WHATSOEVER that weather is becoming more violent. Neither is there any particular reason to expect that to happen. In point of fact the scientific consensus is,and always has been, that the affects of planetary warming will mostly be felt in the high latitudes and mostly in the form of warmer Winter nights
And yes you're right that fossil fuels won't last forever, although the supply is probably underestimated. At least that's always been the case in the past. And yes the answer to that is presumably nuclear power although I don't think the issue of where the massive amounts of fissionables and/or fusionables are going to come from has been thought through.
But the idea that nuclear power plants don't need to be regulated as strictly as commercial aircraft are strikes me as being incredibly optimistic. Perhaps if guaranteed fail-safe designs like Pebble bed reactors become standard, humanity can safely allow bean-counters and sales geniuses to run nuclear plants without strict regulation. But I wouldn't underestimate the capability of those folks to generate catastrophy even where failure seems impossible.
Re: Didcot Weather
I think "fusionables" means Hydrogen, which I understand we have plenty of. Most of it's attached to water, but the electro chemical reaction to separate the Hydrogen uses WAY less power than the power from the nuclear reaction that you get out. At least that's how I understand it. If we can ever get that one to work. A big if.
Yeah, they do need to be regulated of course. Just not over regulated. I don't think anyone suggested regulating them less than commercial aircraft?
Apart from those couple of points, thumbs up.
> or perhaps this is further confirmation of the urban heat island effect, where temperature measurements that used to be in the middle of the countryside are now surrounded by towns or busier airports which make it appear to have heated up more than it actually has.
I'm not sure I understand. What's the "it" in the last sentence? What does "heated up more than it actually has" mean?
You mean that the urban heat island effect is not a driver of climate change? Okay, I agree, but I've also almost never heard anyone claim that, certainly nobody who has any authority on the subject. When a correlation is claimed, the causal link is typically claimed to be the opposite (heat islands make heatwaves more dangerous, which seems a no-brainer to me).
Why would we want to exclude ground-based measurements? I live on the ground, it's where I sweat or shiver. Anything that changes ground temperature is very relevant to the general public.
Puzzling.
"it" is the Earth. The Earth appears to have heated up more than The Earth actually has.
We seem to be using those increases in temperature a proxy for the whole planet. It's only 1 to 3 degrees so it's hardly going to make a difference to how much you sweat or freeze, however it does lead to headlines about "Record temperature increase" to make us all scared that it's getting hotta than evah. The satellite is still measuring the ground temperature where you actually _live_. Why exclude the ground based measurements? Because they have been corrupted by the Urban Heat Island effect and can't be extrapolated into a GMST.
Satellite temperature measurement
A nit -- satellites don't actually measure ground temperature. They measure lower troposphere temperature -- very roughly, the average temperature of the lowest few km of the local atmosphere. They can, and do, detect extremely warm spots -- wildfires, missile launches, but that's done with different satellites.
Re: Satellite temperature measurement
Thanks. I learned a thing today.
At last, a positive use for AI?
You can use the heat from the data centres to conceal your grow op.
Re: At last, a positive use for AI?
and if you grow some of the really strong Cali strains, you too can hallucinate like AI.
Heat pumps?
I often wondered about ground sourced heat pumps dumping and extracting heat to the ground within the suburban setting and changing the local climate. Never really considered the "what if" of doing the same with a data centre, and especially an AI/HPC datacentre built to run high loads as much as 90% of the time. Are any of these DCs dumping heat into the ground? If not, then that's one hell of a heat plume to change a delta of 9C in the ground from the air.
Over the last 20 years we've noticed a massive change (to which I mean decrease) in animal populations - mainly birds, but also insects and small mammals such as hedgehogs. The increase in sound and light pollution due to the expansion of the town (increased traffic noise and change to white LED street lights as a notable jump) has been a major factor. Now with a large DC supposedly being built nearby soon, and within 3 miles of us I guess the drop in animal numbers will only increase with the higher ambient temperatures.
Re: Heat pumps?
Unless the AI data centre replaces a bunch of suburban lawns sprayed with pesticides and intensive single crop farms sprayed with pesticides
Ho ho
I hate this day.
GJC
Re: Ho ho
The source article was published 27th March.
Repeat after me.
THEY DO NOT CARE.
I joked a few days ago that maybe we should ban active cooling in datacentres - so I have some data to back up the idea!
Oh good. Because burning fossil fuels hasn't heated up the climate enough.