Best Practices for Locating Data Centers in Communities

 

"The Horst Community-First Data Center Framework"

Data centers are large, secure buildings packed with computers (servers) that store, process, and deliver the information we all rely on — from cloud photos and streaming videos to banking apps and online shopping. They are the “engine rooms” of the modern digital world.

First it was colos, then the cloud. Now, AI and quantum computing — all of which need data centers. 

This evolution has been happening for decades. Colocation (“colo”) facilities in the 1990s–2000s allowed companies to rent secure space for their own servers. The Cloud (Amazon AWS, Microsoft Azure, Google, etc.) in the 2010s made it possible to rent computing power over the internet instead of owning expensive hardware. Today, artificial intelligence (like ChatGPT and advanced tools) and the emerging field of quantum computing require even more powerful facilities. 

The current boom is driven by real, growing demand, not conspiracy or sudden greed. While the scale is larger, the core issues remain the same: with thoughtful planning, data centers can bring jobs, tax revenue, and infrastructure upgrades while protecting residents, the environment, and quality of life. Done poorly, they can create problems. This guide focuses on proven, transparent best practices to help communities make informed decisions.

Many people feel uneasy about data centers and AI; worries about privacy, higher energy bills, noise, visual changes, or “secret deals.” This article is written to be honest and factual, without hype or fear-mongering.

1. Choosing the Right Location (Site Selection)

Good placement starts long before construction. Communities should evaluate sites using clear criteria:

• Power: Look for places with reliable electricity and access to renewable energy (solar, wind, etc.). Developers should help upgrade the grid if needed, without raising rates for families.

• Land: Use industrial zones on 100+ acres, away from homes, farms, schools, and flood zones. There should be room to grow and reliable fiber internet connections.

• Climate & Environment: Cooler areas reduce cooling costs. Avoid sensitive wetlands or habitats. Use tools like maps (GIS) to check risks.

• Rules & Zoning: Check local laws early. Good areas offer clear permitting and incentives for sustainable projects.

Bowling Green, Kentucky’s Smart Approach Ordinance BG2026-6: Warren County created a specific “Data Center” zoning category before any big projects arrived. 

They required:

• 500+ feet from property lines and 1,500+ feet from homes, schools, churches, etc.

• Even stricter distances for noisy or smelly equipment. This gives everyone breathing room and reduces surprises.

• Mandatory closed-loop cooling systems

• Infrasturcture and utility protections

• Noise, heat, emissions, and light control

• Generator and backup power restrictions

• Design and aesthetic standards

• Decommissioning and financial assurance.

For a deep dive, visit Warren County Planning Commission at https://www.warrenpc.org/zoning-ordinance-changes/

2. Protecting the Environment

Data centers use a lot of energy and water for cooling servers. Responsible ones minimize harm:

• Energy: Aim for low “Power Usage Effectiveness” (PUE)—basically, waste less electricity. Buy or generate renewable power. Some recover waste heat to warm nearby buildings.

• Water: Use closed-loop (recycled) cooling systems instead of drawing large amounts of fresh water. In Bowling Green, this is now required. In dry areas, aim to put more water back into the local watershed than is used.

• Noise, Heat & Waste: Set strict limits on noise and heat. Use acoustic barriers, quieter cooling tech, and proper generator controls. Require plans to remove or repurpose the facility when it’s eventually decommissioned—no abandoned “ghost buildings.”

• Land & Nature: Plant native trees and flowers, create green buffers, and avoid harming wildlife.

These steps make projects far less disruptive. Many operators now publicly report usage so communities can track it.

3. Working with the Community (Engagement & Fairness)

The biggest mistakes happen when companies surprise neighborhoods. Best practice is early, honest conversation:

• Hold public meetings before final decisions.
• Use Community Benefits Agreements (CBAs)—legally binding contracts that spell out promises like noise limits, local jobs, school funding, and infrastructure help.
• Focus on fairness: Protect frontline neighborhoods and avoid secretive NDAs that hide details.
• Design buildings to look better (glass fronts, landscaping) and control lighting/traffic.

Bowling Green involved residents during zoning updates. Concerns about noise and utilities directly shaped the final rules.

4. Economic Benefits Done Right

When managed well, data centers can be a genuine win for local economies:

• Taxes: They generate large property tax payments that can improve schools, roads, and emergency services. Some Virginia counties get $8–$17 back in services for every dollar spent.

• Jobs: Construction creates hundreds or thousands of temporary high-paying jobs for electricians, plumbers, and tradespeople. Ongoing roles (fewer but well-paid) include technicians and security. Indirect jobs appear in supply chains and new businesses.

• Infrastructure: Developers often pay for grid and road upgrades that benefit everyone.

• Long-term Growth: Successful areas become tech-friendly and attract more investment.

Important Reality Check: Benefits are not automatic. Communities should require independent fiscal studies to confirm net positives and avoid giving away too many tax breaks. Permanent on-site jobs are often limited in number, so the focus should be on high-quality training and broader economic ripple effects.

Partnering with Labor: Strong agreements with unions and local workforce groups help. Project Labor Agreements (PLAs) can require local hiring, apprenticeships, and training programs. This turns construction work into lasting skills for electricians, HVAC techs, and data center operators—especially for local residents and underrepresented groups. Some companies partner with community colleges to offer certifications in cooling systems, cybersecurity, and more.

5. Strong Oversight & Accountability

Rules only matter if they’re enforced. Clear responsibilities include:

• Local Government: Planning commissions and elected officials review plans, hold hearings, and enforce conditions through inspections and fines.

• Independent Reviews: Require detailed impact studies for power, water, and the environment.

• Ongoing Monitoring: Real-time data on noise, emissions, and resource use. A community oversight committee (with residents, experts, and officials) can review annual reports.

• Transparency: Public dashboards on job creation, tax revenue, and environmental performance build trust.

Bowling Green leaders chose strong zoning over a simple moratorium because enforceable rules provide longer-term protection.

Real-World Examples:

• Lancaster, PA: Used a CBA for clean energy, noise control, local jobs, and community funding.

• Northern Virginia & Phoenix: Tax revenue improved schools and services while creating tech clusters.

• Bowling Green, KY: Proactive zoning with big buffers, closed-loop cooling, and aesthetic standards—designed to attract responsible projects and discourage bad ones.

Conclusion: Partnership for Shared Prosperity

Data centers are not mysterious villains—they are tools that power the digital world we already rely on. Communities that set clear, high standards early get the best results: economic gains without sacrificing quality of life. Developers get faster approvals and social support. Residents get jobs, better-funded services, protected resources, and a voice.

Key ingredients for success:

• Proactive zoning with strong buffers and environmental rules

• Legally binding Community Benefits Agreements

• Transparent public process and ongoing oversight

• Labor partnerships for local hiring and training

• Honest fiscal analysis so benefits are real and shared

If you’re in a community facing a data center proposal, start by asking for:

• Early public meetings

• Independent studies

• A detailed CBA

• Clear, enforceable zoning standards

Sustainable data centers are increasingly the expectation—not a nice-to-have. With transparent planning and honest partnership, they can support AI and digital growth while strengthening the places where we live. For specific advice, talk to local planners, environmental groups, unions, and economic development experts in your area. 

The goal is shared prosperity, not just corporate profit or resident burden.