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How does AI use of water and electricity affect local communities?

Data centers use little water nationally but can strain local supplies, and most operators don't measure their use.

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Covers: This page examines the environmental and social impacts of AI-related data centers on local communities, focusing on water and electricity use, including resource competition, infrastructure strain, and community responses. It does not cover broader AI ethics or global energy policy.

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The short answer

Interpretation AI-prepared starting map

AI-driven data center growth is putting new pressure on local water and electricity systems, and the effects are uneven: national totals can look modest while local impacts in water-stressed areas can be significant. In the United States, data centers used about 1.7 billion litres of water per day, small against total national consumption of roughly 1,218 billion litres per day, yet less than a third of operators measure their water use, so the local picture is often unknown. Communities are responding: a large-scale study of U.S. local government meetings from 2007 to 2026 found the central tension is between expected economic development and local costs such as noise, utility rate increases and environmental impacts, with residents systematically less supportive than officials.123

What this rests on5 independent sources
  • Evidence 18
  • Interpretation 1

In brief

  1. National water totals for data centers look small, but local impacts can be significant, especially in water-stressed or drought-prone regions.13

    Evidence-backed
  2. Less than a third of operators measure their water consumption, so the data needed to judge local effects is often missing.1

    Evidence-backed
  3. U.S. local debates center on the trade-off between economic development and local costs like noise, utility rate increases and environmental impacts, and residents are less supportive than officials.2

    Evidence-backed
  4. Public support depends more on decarbonization, geopolitics and local impact than on digital sovereignty framing, with a strong preference for German or European operators in the German survey.4

    Evidence-backed
  5. Water demand is rising fast in some places: Northern Virginia data centers used nearly 2 billion gallons in 2023, up 63% since 2019.5

    Evidence-backed

At a glance

The picture in numbers

Live · updated just now

U.S. daily water consumption, in billion litres
  • Data centers1.7
  • Total U.S.1,218
Data center water use vs total U.S. water use per day1
Nearly 2 billion gallons used in 2023

63%

63 in every 100

rise in Northern Virginia data center water use since 20195

The evidence behind it

5 sources
  • Other studies and data5

Published in 2021 and 2026

Sources on this page by kind and year
SourceKindYear
Data centre water consumptionOther studies and data2021
Local community opposition to data centers is clear and growingOther studies and data2026
Data Centers Water Footprint: The Need for More TransparencyOther studies and data2026
How sovereign control, decarbonization and energy costs shape public support for data centers.Other studies and data2026
AI Data Centers and Water ConsumptionOther studies and data2026

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What it means for you

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If you live in a region already facing water stress or drought

localized data center water use can be significant even when national totals look modest, so local siting and disclosure deserve attention.3

Evidence-backed

If you want to judge a proposed data center's water impact

ask whether the operator measures and discloses its water consumption, since fewer than a third currently do.1

Evidence-backed

If you are weighing a data center proposal in your community

the debate is likely to turn on economic development versus local costs such as noise, utility rate increases and environmental impacts.2

Evidence-backed

If you are a local official expecting residents to share your view

residents in U.S. local meetings were systematically less supportive of data centers than officials discussing the same proposals.2

Evidence-backed

If you care most about who operates the data center

in the German survey, people strongly preferred German or European operators over US or Chinese ones, and this mattered more than electricity price increases or energy source.4

Evidence-backed

If you are planning local water infrastructure

resilient water infrastructure planning and stronger collaboration between industry and communities are recommended alongside monitoring and disclosure.3

Evidence-backed

The full story · 3 chapters

01

How much water and electricity data centers use

AI summary:Data centers use water directly for cooling and indirectly for power, with local figures sometimes far larger than national totals suggest.

Evidence-backed

Evidence-backed: Data centers consume water directly for cooling — in some cases 57% of it sourced from potable water — and indirectly through the water needed for non-renewable electricity generation. In the USA, data center water consumption is about 1.7 billion litres per day, against total U.S. water consumption of roughly 1,218 billion litres per day.1

Evidence-backed

Evidence-backed: Local figures can be much larger relative to the surrounding community. In Northern Virginia, all data centers consumed nearly 2 billion gallons of water in 2023, a 63% increase since 2019. A medium-sized data center can use about 110 million gallons of water per year, similar to the yearly use of roughly 1,000 households, and large data centers can use up to 5 gallons of water daily per person-equivalent — the same amount used by a town of 10,000–50,000 residents.5

Evidence-backed

Evidence-backed: On electricity, data centers require enormous amounts of power, threaten emission-reduction targets, and often raise local electricity prices.4

02

The transparency gap that hides local impacts

AI summary:Fewer than a third of operators measure water use, leaving little data to judge local effects or plan regulation.

Evidence-backed

Evidence-backed: Less than a third of data center operators measure water consumption, which leaves little data available to assess water efficiency.1

Evidence-backed

Evidence-backed: While national and global water consumption by data centers may seem modest compared to other users, their localized impacts can be significant — especially in regions already facing water stress or drought. Major gaps in transparency around how much water data centers use undermine effective regulation, innovation and community planning; comprehensive monitoring and public disclosure, resilient water infrastructure planning, and stronger industry–community collaboration are described as essential.3

03

How communities are responding

AI summary:Local debates pit economic development against costs like noise and utility rates, with residents less supportive than officials.

Evidence-backed

Evidence-backed: Rapid growth in computing and generative AI is creating unprecedented demand for data center construction, and residents often resist local governments approving data centers in their communities, citing concerns over water consumption and expected increases in utility costs. A study collecting and transcribing videos of U.S. local government meetings between 2007 and 2026 — described as the first large-scale evidence of how U.S. communities discuss and respond to data center expansion — found the primary tension in local policymaking is between the economic development potential of data centers and expected local costs such as noise, utility rate increases and environmental impacts. Residents were systematically less supportive of data centers than officials when discussing the same proposals.2

Evidence-backed

Evidence-backed: In a German vignette and conjoint survey experiment, directly priming people with digital sovereignty concerns only marginally increased support for building more data centers. Support varied substantially with decarbonization, geopolitics, and local environmental and economic impact. Geopolitical concerns were particularly salient: people strongly favored data centers operated by German or European firms over US or Chinese operators, and these nationality effects were large even compared to the effects of electricity price increases and variation in energy sources. The authors conclude that public opposition depends on pre-existing political cleavages.4

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Sources

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  1. 1
    Data centre water consumption
    npj Clean Water (Mytton)Published Feb 15, 2021Checked Oct 4, 2026
    “To reliably support the online services used by these billions of users, data centres have been built around the world to provide the millions of servers they contain with access to power, cooling and internet connectivity. Whilst the energy consumption of these facilities regularly receives mainstream and academic coverage, analysis of their water consumption is scarce. Data centres consume water directly for cooling, in some cases 57% sourced from potable water, and indirectly through the water requirements of non-renewable electricity generation. Although in the USA, data centre water consumption (1.7 billion litres/day) is small compared to total water consumption (1218 billion litres/day), there are issues of transparency with less than a third of data centre operators measuring water consumption. This paper examines the water consumption of data centres, the measurement of that consumption, highlights the lack of data available to assess water efficiency, and discusses and where the industry is going in attempts to reduce future consumption.”
  2. 2
    Local community opposition to data centers is clear and growing
    Research paper (Reece et al.)Published Apr 21, 2026Checked Oct 4, 2026
    “Rapid growth in computing and generative artificial intelligence is creating unprecedented demand for data center construction. Anecdotal media reports suggest residents often resist local governments approving data centers in their communities, citing concerns over issues like water consumption and expected increases in utility costs. However, studying the political reactions of communities across the United States to data centers remains difficult due to a lack of centralized data on local policymaking. We offer the first large-scale evidence of how U.S. communities discuss and respond to data center expansion by collecting and transcribing videos of local government meetings between 2007 and 2026. We show that the primary tension in local policymaking is between the economic development potential of data centers and expected local costs, such as noise, utility rate increases, and environmental impacts. We also find that residents are systematically less supportive of data centers than officials when discussing the same proposals.”
  3. 3
    Data Centers Water Footprint: The Need for More Transparency
    AGU Advances (Privette et al.)Published Feb 27, 2026Checked Oct 4, 2026
    “The exponential growth of artificial intelligence (AI) has driven the rapid global expansion of data centers, raising serious concerns about their environmental impact—particularly water use. While national and global water consumption by data centers may seem modest compared to other users, their localized impacts can be significant—especially in regions already facing water stress or drought. This commentary examines the multi‐faceted water footprint of data centers, encompassing direct cooling, electricity generation, and supply chain water demands. It highlights major gaps in transparency around how much water data centers use, which undermine effective regulation, innovation, and community planning. To ensure the sustainable growth of digital infrastructure and the preservation of water resources, comprehensive monitoring and public disclosure of water use are essential. Equally important are resilient water infrastructure planning and stronger collaboration between industry and communities.”
  4. 4
    How sovereign control, decarbonization and energy costs shape public support for data centers.
    Nature communications (Heering & Voeten)Published Aug 10, 2026Checked Oct 4, 2026
    “However, data centers require enormous amounts of electricity and water, threaten emission-reduction targets, and often raise local electricity prices. As a result, local communities increasingly mobilize against data center construction. We use a vignette and conjoint survey experiment in Germany to evaluate how publics think about the environmental, economic, and (geo)political tradeoffs that data centers entail. We find that directly priming people with digital sovereignty concerns only marginally increases support for building more data centers. Yet, support varies substantially based on characteristics that people do have strong views about: decarbonization, geopolitics, and local environmental and economic impact. Geopolitical concerns are particularly salient: people strongly favor data centers operated by German or European firms over US or Chinese operators. These nationality effects are large even when compared to the effects of electricity price increases and variation in energy sources. Our findings suggest that public opposition to data centers depends on pre-existing political cleavages and that sovereignty concerns loom large.”
  5. 5
    AI Data Centers and Water Consumption
    Digital Repository at the University of Maryland (University of Maryland College Park) (Ventura)Published Apr 1, 2026Checked Oct 4, 2026
    “Fresh water is essential for survival. Fresh water makes up about 3% of the water on earth and only 0.5% of water is safe for human consumption. Increasing drought and water scarcity are diminishing water availability. At the same time data center developers are using water from rivers and underground sources to cool their buildings. Did you know? That up to5 gallons of water can be used daily by large data centers, which is the same amount used by a town with 10,000 -50,000 residents. A medium-sized data center can use about 110 Million Gallons of water per year, which is similar to the yearly use of roughly 1,000 households. The data centers collectively use billions of gallons of water each year. The 5,426 Data Centers across the country are impacting local communities. For example in Northern Virginia, all data centers consumed nearly 2 billions gallons of water in 2023, a 63% increase since 2019 ( Yañez-Barnuevo, 2025).This is an issue that cannot be ignored, as it could significantly impact in our fresh water resources.”

How it changed

Published 1 time since Oct 4, 2026.

  1. Version 2Oct 4, 2026Live now

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  • How do localized water and electricity impacts compare with national totals in specific communities, and which regions face the sharpest competition between data centers and existing users?

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  • Would mandatory water-use measurement and public disclosure change siting decisions, utility rates, or community acceptance?

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  • How large are the utility rate increases communities expect, and who bears them — households, small businesses, or the data centers themselves?

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  • Do the U.S. meeting-study findings and the German survey results hold in other countries and in communities with different water stress and grid conditions?

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