Why Franklin County Rejects Data Center Development
Franklin County residents unite against data centers, voicing serious environmental and health concerns. What does this mean for future developments?
When a community speaks with one voice, it’s worth listening. In Franklin County, Pennsylvania, that voice is loud, organized, and deeply alarmed — directed squarely at proposed data center development moving into the region.
Residents aren't just skeptical; they're opposed. Overwhelmingly so. The reasons they're citing go well beyond the typical "not in my backyard" reflex that development opponents are so easily dismissed with. This is a community raising substantive questions about what large-scale data infrastructure actually costs the people who live next to it — in water, air quality, long-term health outcomes, and the kind of place Franklin County wants to be a generation from now.
The Proposal That Sparked a Fight
Data center development has been accelerating across the Mid-Atlantic and Mid-Atlantic-adjacent regions for years, driven by the explosive demand for cloud computing, AI workloads, and digital storage. Virginia's Loudoun County — long the world's densest concentration of data centers — has been quietly exporting that pressure westward as land costs rise and utility capacity tightens. Pennsylvania, with its relatively affordable land, access to power infrastructure, and proximity to major fiber corridors, has become an increasingly attractive target.
Franklin County sits in south-central Pennsylvania, a largely rural and agricultural community. It is not the demographic profile that typically ends up in a data center site selection deck, which makes the opposition there both telling and instructive.
When data center developers look at a map and see cheap land and available power, residents look at the same map and see their home. The gap between those two perspectives is exactly where this conflict lives.
Health and Environmental Concerns That Aren't Hypothetical
The community's concerns cluster around two interconnected issues: environmental degradation and direct health risks. Neither is abstract.
Data centers are massive consumers of water. A single hyperscale facility can use millions of gallons per day for cooling — water drawn from local aquifers, municipal systems, or nearby watersheds, often returned as warm, chemically treated discharge. In agricultural communities where groundwater quality and availability are existential concerns, this isn't a minor footnote; it's a threat to farming operations, private wells, and ecosystems that have taken generations to establish.
There's also the question of air quality. Diesel backup generators — standard equipment at every serious data center — are not small machines. A large facility might run dozens of them simultaneously during testing or grid outages, pumping particulate matter and nitrogen oxides into the air. Residents living within the plume radius of regular generator testing have documented real impacts in other communities. Franklin County residents are right to ask whether they want to inherit that problem.
The cumulative effect of multiple large facilities in a single county isn't just additive — it can be transformative, and not in the way the developers' brochures suggest.
Noise is also a consistent complaint. The massive HVAC and cooling systems that keep server halls at operating temperature run continuously. For residents near existing facilities, the low-frequency hum that never stops is less a nuisance than a form of chronic stress. These aren't edge cases — they're documented experiences from communities in Northern Virginia, Iowa, and other established data center corridors.
How a Rural County Organized Against a Powerful Industry
What's notable about Franklin County's opposition isn't just its intensity — it's its coherence. Residents haven't simply shown up to township meetings to complain. They've organized, educated themselves on the technical details, and engaged the political process with the kind of discipline that development opponents rarely sustain.
That kind of community mobilization is harder to dismiss than scattered individual complaints. When a county commissioner hears from the same organized, informed constituency meeting after meeting, the political calculus shifts. Developers who rely on quiet approvals and low public awareness find the Franklin County situation genuinely uncomfortable.
Successful advocacy in these situations typically follows a pattern: early alarm, coalition building, technical credentialing (bringing in environmental experts and lawyers), and sustained pressure on decision-makers. Franklin County residents appear to be following that playbook — and executing it well.
There's a reason data center developers prefer communities that don't organize. Franklin County is demonstrating exactly why.
The outcome of this advocacy isn't just about one county. Other Pennsylvania communities watching this fight will calibrate their own responses to data center proposals based on what happens here. Franklin County is, whether it wants to be or not, setting a precedent.
The Economic Argument — And Why It's More Complicated Than Developers Admit
Data center proponents will always lead with jobs and tax revenue. It's the standard pitch, and it's not entirely wrong. Large facilities do generate construction employment, and they do contribute to local tax bases. In some communities — particularly those with few alternatives — that math is compelling enough to override other concerns.
But the economic case for data centers is worth scrutinizing carefully because it often looks better on a press release than it does on a ten-year balance sheet.
Data centers are not labor-intensive operations. A facility that costs hundreds of millions of dollars to build might employ 30 to 50 permanent workers once it's operational. That's a thin employment base for the infrastructure burden — roads, utilities, emergency services — that a large industrial facility imposes. Compare that footprint to a manufacturing plant or a logistics hub that might employ 300 people in the same square footage, and the job-creation argument weakens considerably.
Tax revenue is real, but it's also subject to negotiation. Data center developers are sophisticated operators who understand how to extract abatements, credits, and exemptions from local governments hungry for the headline number. The gross assessed value of a facility rarely translates directly to what the county actually collects.
And then there's the opportunity cost argument — the one that almost never gets raised in public hearings. Land committed to large-scale industrial data infrastructure is land that can't be used for agriculture, housing, or other development for decades. In a county like Franklin, where the character of the land is part of the community's identity, that trade has costs that don't appear in any economic impact study.
What Comes Next — For Franklin County and the Industry
Franklin County's opposition won't stop data center development nationally. The demand driving that development — AI compute, cloud storage, streaming, financial processing — isn't going away, and it needs to land somewhere physically. But the Franklin County fight does represent something important: the beginning of a more sophisticated public conversation about where this infrastructure belongs and what communities should be able to require in exchange for hosting it.
The most likely outcomes fall into a narrow range. Developers may pursue approval over community objection, betting that legal authority will override political resistance — a high-risk strategy that tends to produce lasting hostility and operational headaches. They may modify proposals to address the most concrete concerns around water use, noise, and generator emissions — a more durable path that still faces opposition but at least meets residents partway. Or they may simply move on to a less organized community.
That last option is the one that should concern Pennsylvania policymakers most. If organized opposition in one county simply displaces development to a less-prepared neighbor, the environmental and health concerns don't disappear — they just fall on people with fewer resources to fight back.
The better answer — harder to execute but more defensible — is a statewide framework that sets baseline standards for data center siting: minimum buffers from residential areas, water use limits, generator emissions thresholds, and community benefit agreements that actually mean something. Without that kind of structure, the fight Franklin County is having will simply repeat itself in the next county, and the one after that.
Franklin County residents didn't ask to become a test case for how Pennsylvania handles the data center build-out. But that's what they are. How this resolves will tell us a great deal about whether communities have real power over the infrastructure decisions being made around them — or whether that power is mostly theoretical.
Explore more about the InfraSale Marketplace here!