Should Agriculture Make Way for Data Centers?

Franklin County is the latest flashpoint in a conflict playing out across rural America. Proposed data center projects want to rezone agricultural land for industrial use — and the landowners, farmers, county commissioners, and tech investors involved are nowhere close to agreement.

This isn't a hypothetical policy debate. There are actual sites on the table, actual landowners being approached, and actual zoning decisions that will shape what this land looks like for decades. The question isn't abstract: when a county has to choose between row crops and server racks, who wins, and on what basis?

What Data Centers Actually Are — and Why They Need This Much Land

Strip away the marketing language, and a data center is a warehouse for computing infrastructure: servers, cooling systems, power distribution equipment, backup generators, and fiber connections. The physical footprint is enormous relative to the workforce it employs. A facility handling 100+ megawatts of power load might employ 30 to 50 full-time workers permanently — a ratio that makes traditional economic development metrics look strange.

The data center industry has grown from a niche infrastructure category into one of the most capital-intensive sectors in commercial real estate. Hyperscalers like Amazon Web Services, Microsoft Azure, and Google Cloud have each committed to spending tens of billions on capacity expansion. That capital has to land somewhere — and increasingly, it's landing in places like Franklin County, where land is cheaper, power infrastructure exists or can be built, and local governments are often eager for tax revenue.

The scale matters here. A single large campus can consume as much electricity as a small city. When developers scout locations, they're looking at available power (and the cost to acquire it), land area, fiber connectivity, cooling water access, and zoning that either permits or can be changed to permit industrial-scale operations. Agricultural land often checks several of these boxes — particularly on power and space.

The Case for Rezoning: What Developers and Proponents Argue

The economic pitch for data centers is genuinely compelling in certain respects. Property tax generation can be significant. Unlike a distribution warehouse, which generates property tax on a relatively modest assessed value, a data center contains hundreds of millions of dollars in equipment that may be taxable depending on state and local rules. For rural counties with thin tax bases, that difference matters.

Construction jobs follow site approval. A facility of meaningful scale can generate 18 to 36 months of construction employment — electricians, concrete crews, HVAC specialists, and structural workers. These aren't minimum-wage positions. Then there's the secondary economic activity: local vendors, lodging during construction, and increased demand for services.

Rezoning agricultural land for industrial use isn't inherently destructive — but it is permanent in any practical sense, and that permanence deserves honest accounting.

Proponents often point to the relatively low-productivity nature of some agricultural parcels under consideration. If a farmer is willing to sell and the land isn't prime agricultural ground, the argument goes, why should zoning law override that transaction? It's a libertarian-leaning argument that has real force in counties where farming margins are thin and succession is uncertain — where the next generation has left for cities and the land's long-term agricultural future is already in question.

The Environmental Ledger Is More Complicated Than Either Side Admits

Data centers have a sustainability problem that the industry is working hard to manage — with uneven results. Power consumption is the headline issue. A 100MW facility running at 90% utilization pulls roughly the equivalent of what 75,000 homes consume. Even when that power comes from renewable sources (and increasingly it does, given the ESG commitments of major hyperscalers), the strain on regional grid infrastructure is real.

Water is the less-discussed constraint. Many data center cooling systems consume millions of gallons annually. In regions where agricultural water rights are already stressed, a large facility competing for the same resource creates a conflict that doesn't resolve neatly.

The mitigation strategies are real but partial. Air-cooled systems reduce water dependency. On-site renewable generation, long-term power purchase agreements tied to wind and solar, and improved server efficiency have all moved the needle. Microsoft, Google, and others have made credible commitments to water-positive and carbon-negative operations — but commitments made at the corporate level don't automatically solve local resource impacts.

What's missing from most rezoning debates is a rigorous site-specific environmental assessment that models actual water draw, grid impact, and stormwater implications for the specific parcel in question. The industry tends to lead with its sustainability narrative; local opponents tend to respond with worst-case scenarios. The honest answer is usually somewhere in the middle and requires actual engineering data.

Franklin County: What the Local Conversation Reveals

The Franklin County situation reflects dynamics that repeat across data center development battles nationwide. A landowner — or in some cases multiple landowners — is approached by a developer or broker. The offer is typically well above agricultural land value, which creates an immediate wedge between those who own land and those who farm it, rent it, or simply neighbor it.

For the landowner being bought out, the economics can be transformational. Agricultural land values, while they've risen significantly, rarely compete with what a site-hungry data center developer will pay for a strategically located parcel with favorable power access. That calculus is hard to argue with from the individual seller's perspective.

But adjacent farmers face a different reality. Industrial rezoning changes the character of an agricultural district in ways that extend beyond the specific parcel. Noise, light, traffic patterns during construction, and potential impacts on drainage and water table — these are legitimate concerns that don't always get structured into the approval process.

What often gets lost in these debates is that agricultural communities aren't monolithic. Some farmers see data center development as inevitable and want to negotiate the best possible terms — infrastructure improvements, mitigation funds, and local hiring agreements. Others view any industrial encroachment as an existential threat to the farming identity of a place. Both responses are coherent; neither is simply ignorant.

County commissioners sit in the uncomfortable middle. They need the tax revenue. They also represent constituents whose way of life is tied to the land. Zoning decisions of this magnitude tend to outlast the political careers of everyone who makes them.

Where Land Use Policy Goes From Here

The growth trajectory of data center demand is not in serious question. AI workloads alone are driving a step-change in compute requirements that even recent projections are struggling to keep up with. Goldman Sachs estimated in 2024 that data center power demand in the U.S. could grow 160% by 2030. That demand has to be met with physical infrastructure somewhere.

The long-term zoning implication is that rural counties will face this decision repeatedly, not just once. A rezoning decision made today sets precedent. It signals to developers that a county is open for this category of business. Secondary and tertiary projects follow. What starts as a single contested site becomes a de facto industrial corridor over a decade.

The counties that navigate this best won't be the ones that simply approve or reject projects — they'll be the ones that develop clear, proactive frameworks for where data centers fit and where they don't.

That means agricultural impact zones, infrastructure contribution requirements, water use caps, and genuine community benefit agreements — not as conditions extracted during a contentious hearing, but as part of a deliberate land use strategy developed before the developers arrive.

For landowners and investors evaluating opportunities in Franklin County or similar markets, the signal is clear: the infrastructure demand is real, the capital is committed, and the development pressure is not going away. The variable is governance. Counties with coherent frameworks will attract better projects on better terms. Counties making ad hoc decisions under pressure will get whatever the developer's standard package looks like.

That's the actual choice on the table — not agriculture versus data centers, but reactive versus deliberate planning. Franklin County's decision, whatever it turns out to be, will tell you which type of county it is.

[INTERNAL LINK: data centers impact on agriculture]

[INTERNAL LINK: economic benefits of data centers]

[INTERNAL LINK: sustainable practices in tech industry]

For more insights on the intersection of agriculture and technology, visit our marketplace at InfraSale Marketplace.