Data Center Research & Sources

SAY NO TO DATA CENTERS · RESEARCH FILE

The evidence behind the initiative

Thirty evidence cards. Eleven source publications. A case for stopping new data center construction until communities have credible water and power plans, enforceable cost protections, and a meaningful say.

Selected and organized by Emily Liu. This collection brings together academic studies, energy analysis, and official public records. Each card pairs a published finding with the initiative’s argument for a pause.

Water protections come first · The infrastructure behind every facility · Grid readiness and who pays · Public costs and neighborhood health · Community control before construction

The pause recommendations are this initiative’s conclusions. A citation does not imply that its authors endorse a moratorium. Some publications support several distinct cards; projections and regional findings retain their stated scope.

RESEARCH SECTION 1 / 5

Water protections come first

01 / California policy research

Protect water before breaking ground

The report identifies site selection and facility design as the largest opportunities for water savings.

Our case for a pause: Stop construction until water-saving requirements shape the design.

Grimm, Green Nylen & Kiparsky · 2026

Credibility: Berkeley’s Wheeler Water Institute: Grimm is a research fellow, Green Nylen a senior fellow, and Kiparsky its director.

Read the source →

02 / California policy research

Location is a water decision

Climate, water availability, and competing uses influence a facility’s water impacts.

Our case for a pause: Reject unsuitable sites before a permanent facility commits local resources.

Grimm, Green Nylen & Kiparsky · 2026

Credibility: Berkeley’s Wheeler Water Institute: Grimm is a research fellow, Green Nylen a senior fellow, and Kiparsky its director.

Read the source →

03 / California policy research

No approval without water disclosure

Missing facility-level information prevents reliable assessment of local water impacts.

Our case for a pause: Require public water estimates before construction approval.

Grimm, Green Nylen & Kiparsky · 2026

Credibility: Berkeley’s Wheeler Water Institute: Grimm is a research fellow, Green Nylen a senior fellow, and Kiparsky its director.

Read the source →

04 / Texas research summary

Texas planning must catch up

Cook explains that historical-use planning can miss new data center demand until facilities are operating.

Our case for a pause: Pause new construction until regional plans account for proposed demand.

Margaret Cook, PhD · HARC · 2026

Credibility: Cook leads Water and Community Resilience at the Houston Advanced Research Center.

Read the source →

05 / Texas research summary

Measure demand before promising supply

HARC recommends reporting both expected and actual electricity and water use.

Our case for a pause: Make independently reviewable demand estimates a condition of moving forward.

Margaret Cook, PhD · HARC · 2026

Credibility: Cook leads Water and Community Resilience at the Houston Advanced Research Center.

Read the source →

06 / Texas research summary

Require less thirsty designs

HARC identifies reuse, alternative water supplies, and more efficient cooling as options to reduce pressure.

Our case for a pause: Require an alternatives assessment before committing drinking-water supplies.

Margaret Cook, PhD · HARC · 2026

Credibility: Cook leads Water and Community Resilience at the Houston Advanced Research Center.

Read the source →

RESEARCH SECTION 2 / 5

The infrastructure behind every facility

07 / Modeling study · preprint

Plan for the hottest day

The study finds peak cooling withdrawals can exceed what host water systems can supply.

Our case for a pause: Require peak-day capacity studies before construction.

Han, Li, Wierman & Ren · 2026

Credibility: Coauthors include Caltech professor Adam Wierman and UC Riverside engineering professor Shaolei Ren.

Read the source →

08 / Modeling study · preprint

Efficiency promises do not erase demand

Even with annual 10% water-intensity improvements, modeled new U.S. capacity needs reach 227–604 million gallons daily by 2030.

Our case for a pause: Pause projects lacking demonstrated water capacity.

Han, Li, Wierman & Ren · 2026

Credibility: Coauthors include Caltech professor Adam Wierman and UC Riverside engineering professor Shaolei Ren.

Read the source →

09 / Modeling study · preprint

Water savings can shift stress to power

The authors warn that dry cooling can increase electricity pressure during summer peaks.

Our case for a pause: Evaluate water and power together before approving a design.

Han, Li, Wierman & Ren · 2026

Credibility: Coauthors include Caltech professor Adam Wierman and UC Riverside engineering professor Shaolei Ren.

Read the source →

10 / Peer-reviewed historical modeling

Count the water used to make electricity

The study accounts for cooling water and water used at power plants; nearly half of servers received some power from water-stressed regions.

Our case for a pause: Require a complete water footprint before construction.

Siddik, Shehabi & Marston · 2021

Credibility: Peer-reviewed Environmental Research Letters study; coauthor Arman Shehabi is a Berkeley Lab staff scientist specializing in energy and environmental impacts.

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11 / Peer-reviewed historical modeling

Keep new demand away from stressed watersheds

The historical model attributes one-fifth of servers’ direct water footprint to moderately or highly stressed watersheds.

Our case for a pause: Screen proposed sites for existing scarcity and competing needs.

Siddik, Shehabi & Marston · 2021

Credibility: Peer-reviewed Environmental Research Letters study; coauthor Arman Shehabi is a Berkeley Lab staff scientist specializing in energy and environmental impacts.

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12 / Global energy outlook

Demand is growing faster than reassurance

The IEA projects global data center electricity use rising from 485 TWh in 2025 to 950 TWh in 2030.

Our case for a pause: Require a credible local supply plan before construction.

International Energy Agency · 2026

Credibility: The IEA is an intergovernmental agency specializing in energy statistics and scenario analysis.

Read the source →

RESEARCH SECTION 3 / 5

Grid readiness and who pays

13 / Global energy outlook

More efficient tasks can still mean more power

Energy per task is falling, while usage and energy-intensive applications are expanding.

Our case for a pause: Judge projects by total demand, not efficiency claims alone.

International Energy Agency · 2026

Credibility: The IEA is an intergovernmental agency specializing in energy statistics and scenario analysis.

Read the source →

14 / Global energy outlook

Infrastructure cannot be assumed ready

The IEA reports tightening supply-chain bottlenecks and planning systems stretched by project applications.

Our case for a pause: Stop construction where essential infrastructure readiness remains unproven.

International Energy Agency · 2026

Credibility: The IEA is an intergovernmental agency specializing in energy statistics and scenario analysis.

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15 / Comparative grid-policy research

Transmission takes longer than buildings

The report contrasts 18–24-month data center construction with 7–10-year high-voltage transmission development.

Our case for a pause: Align construction permission with realistic grid delivery.

Mural, Pherwani & Gupta · 2026

Credibility: Their analysis is published by Harvard’s Belfer Center and the Harvard Paulson School’s Power and AI Initiative.

Read the source →

16 / Comparative grid-policy research

Speculative projects distort planning

Duplicate service requests can inflate demand forecasts and complicate infrastructure decisions.

Our case for a pause: Require firm commitments before authorizing costly buildouts.

Mural, Pherwani & Gupta · 2026

Credibility: Their analysis is published by Harvard’s Belfer Center and the Harvard Paulson School’s Power and AI Initiative.

Read the source →

17 / Comparative grid-policy research

On-site power still needs scrutiny

Co-location can divert supply, while grid backup arrangements raise questions about who funds standby capacity.

Our case for a pause: Resolve community reliability and backup costs before construction.

Mural, Pherwani & Gupta · 2026

Credibility: Their analysis is published by Harvard’s Belfer Center and the Harvard Paulson School’s Power and AI Initiative.

Read the source →

18 / Utility announcement

Households need binding cost protection

AEP reports approved requirements for large new data centers to pay for at least 85% of subscribed energy, even when using less.

Our case for a pause: Require enforceable cost safeguards first.

AEP Ohio · July 2025

Credibility: AEP Ohio operates the affected utility; this is its firsthand account of an approved tariff, with a commercial perspective.

Read the source →

RESEARCH SECTION 4 / 5

Public costs and neighborhood health

19 / Utility announcement

Protect residents if a project disappears

The approved arrangement includes financial-viability requirements and exit fees for cancellation or unmet obligations.

Our case for a pause: Require financial security before infrastructure is built.

AEP Ohio · July 2025

Credibility: AEP Ohio operates the affected utility; this is its firsthand account of an approved tariff, with a commercial perspective.

Read the source →

20 / Utility announcement

A utility pause can buy time

AEP had paused new Central Ohio data center agreements while regulators considered protective rules.

Our case for a pause: Use a targeted pause until enforceable conditions exist.

AEP Ohio · July 2025

Credibility: AEP Ohio operates the affected utility; this is its firsthand account of an approved tariff, with a commercial perspective.

Read the source →

21 / University summary of original research

Backup generators have a real footprint

The study found Northern Virginia data center particulate emissions rose 139% between 2015 and 2023.

Our case for a pause: Require cumulative emissions review before adding facilities.

Pitt, Suen & Plisko · VCU · 2026

Credibility: Damian Pitt is a VCU public-affairs associate professor; the team analyzed state emissions records for 138 data centers.

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22 / University summary of original research

Permitted emissions leave room for escalation

Actual emissions were only about 4–7% of permitted totals. Permit ceilings describe potential exposure, not current pollution.

Our case for a pause: Evaluate maximum permitted operations before approving construction.

Pitt, Suen & Plisko · VCU · 2026

Credibility: Damian Pitt is a VCU public-affairs associate professor; the team analyzed state emissions records for 138 data centers.

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23 / University summary of original research

Pollution is not evenly distributed

Higher carbon-monoxide and nitrogen-oxide emissions correlated with lower-income and more renter-heavy areas in this regional study.

Our case for a pause: Require neighborhood-level impact review before construction.

Pitt, Suen & Plisko · VCU · 2026

Credibility: Damian Pitt is a VCU public-affairs associate professor; the team analyzed state emissions records for 138 data centers.

Read the source →

24 / Research-institute policy explainer

Count long-term public obligations

WRI warns that infrastructure can outlast a facility, leaving communities exposed to unrecovered costs.

Our case for a pause: Require funded closure and cost-recovery commitments before building.

Carla D. Walker & Ian Goldsmith · 2026

Credibility: Walker directs U.S. Environmental Justice and Equity at WRI; Goldsmith is its clean-energy research associate.

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RESEARCH SECTION 5 / 5

Community control before construction

25 / Research-institute policy explainer

Protect public access to project details

WRI identifies nondisclosure agreements as a barrier to understanding proposed projects and their resource demands.

Our case for a pause: Publish essential project information before approval.

Carla D. Walker & Ian Goldsmith · 2026

Credibility: Walker directs U.S. Environmental Justice and Equity at WRI; Goldsmith is its clean-energy research associate.

Read the source →

26 / Research-institute policy explainer

Land has competing community uses

The analysis describes pressure from large campuses on agricultural land and other local priorities.

Our case for a pause: Require transparent comparisons of sites and community alternatives.

Carla D. Walker & Ian Goldsmith · 2026

Credibility: Walker directs U.S. Environmental Justice and Equity at WRI; Goldsmith is its clean-energy research associate.

Read the source →

27 / Official local ordinance

Set noise limits before construction

Fairfax’s 2024 amendment requires a noise study before site-plan approval and another after construction.

Our case for a pause: Require enforceable acoustic protections before work begins.

Fairfax County Board of Supervisors · 2024

Credibility: The county’s adopted ordinance is a primary record of its own land-use requirements.

Read the source →

28 / Official local ordinance

Give homes meaningful separation

The amendment specifies a 200-foot residential setback for buildings, with exceptions requiring special approval.

Our case for a pause: Establish protective siting rules before new campuses are built.

Fairfax County Board of Supervisors · 2024

Credibility: The county’s adopted ordinance is a primary record of its own land-use requirements.

Read the source →

29 / Official county record

A pause is a practical policy tool

In July 2026, Linn County approved an 18-month pause on new large-scale data center rezoning applications in unincorporated areas.

Our case for a pause: Consider a defined local pause with clear review goals.

Linn County Board of Supervisors · 2026

Credibility: The county’s official record establishes the scope and purpose of its own zoning decision.

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30 / Official county record

Study the combined burden

Linn County’s pause provides time for technical studies, utility coordination, public input, and cumulative-impact review.

Our case for a pause: Complete regional assessment before committing to further construction.

Linn County Board of Supervisors · 2026

Credibility: The county’s official record establishes the scope and purpose of its own zoning decision.

Read the source →

The source shelf

Open the original publications to examine methods, assumptions, and context. The 2021 footprint study is historical; the water-capacity paper is a preprint; local policies demonstrate available tools within their own jurisdictions.

Regulating Data Center Water Use in California — Grimm, Green Nylen & Kiparsky · 2026

Thirsty Data: Texas’ Water and Energy Costs — Margaret Cook, PhD · HARC · 2026

Small Bottle, Big Pipe — Han, Li, Wierman & Ren · 2026

The Environmental Footprint of U.S. Data Centers — Siddik, Shehabi & Marston · 2021

Key Questions on Energy and AI — International Energy Agency · 2026

Virginia and Texas: Large-Scale Electric Growth — Mural, Pherwani & Gupta · 2026

Data Center Cost Protections Approved by PUCO — AEP Ohio · July 2025

Northern Virginia Generator Pollution Study — Pitt, Suen & Plisko · VCU · 2026

How Data Centers Affect U.S. Communities — Carla D. Walker & Ian Goldsmith · 2026

Adopted Data Center Zoning Amendment — Fairfax County Board of Supervisors · 2024

Official Temporary Moratorium Announcement — Linn County Board of Supervisors · 2026

Our ask: pause construction. Put protections first.

We support stopping new data center construction until independent review shows that local water supplies, grid reliability, public finances, and neighboring communities are protected. Publish the studies, give residents time to respond, and make the conditions enforceable before work begins.

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