As artificial intelligence continues driving rapid growth in Texas, agriculture and groundwater leaders in the Panhandle are increasingly focused on what the expansion of data centers could mean for the region’s water resources, farmland and long-term sustainability.
A recent study from researchers at the University of Texas at Austin highlights the potential scale of the issue. The report, titled Water Use Requirements for Data Centers in Texas, found that data centers could account for between 3% and 9% of the state’s total water consumption by 2040, depending on industry growth and the cooling technologies facilities employ.
The study examined the growing demand for both water and energy associated with AI infrastructure. Researchers reported that more than 400 data centers are currently operating or under construction across Texas, reflecting the state’s emergence as a major hub for technology investment.
In the Texas Panhandle, much of the discussion centers on the Ogallala Aquifer, the primary source of groundwater for communities, agriculture and industry throughout the region. Unlike other parts of the state that have access to larger surface water supplies, the Panhandle relies heavily on groundwater reserves to meet its needs.
Officials with the High Plains Underground Water Conservation District say any future data centers located within the district would be subject to the same groundwater permitting requirements and pumping restrictions that apply to other water users. District representatives are currently aware of two proposed data centers within the service area, although neither facility is operational at this time.
While regulatory frameworks are already in place, agricultural leaders remain concerned about the cumulative impact additional data centers could have on an already stressed water supply.
Representatives with Texas Farm Bureau say water availability remains one of the most important issues facing producers in the Panhandle. Agriculture serves as a major economic driver for the region, supporting crop production, livestock operations and rural communities that depend on reliable access to groundwater.
Farm leaders argue that one of the biggest challenges is the lack of certainty surrounding future water consumption from AI-related development. As companies continue announcing large-scale technology projects, questions remain about how much water individual facilities will require and how those demands could affect existing users.
The concerns come as portions of the Ogallala Aquifer continue experiencing long-term declines. In some areas of the Panhandle, groundwater levels have fallen to the point that irrigation is becoming increasingly difficult or no longer practical. Agricultural leaders warn that additional demands on the aquifer could further strain a resource that many communities already view as limited.
Water use is not the only issue being discussed. The substantial power requirements associated with large data centers have also raised questions about future land use across rural Texas.
To support increased electricity demand, additional energy infrastructure may be required, including large-scale solar developments. Agricultural advocates note that solar projects can permanently change how land is used, potentially removing productive acreage from farming and ranching operations for decades.
Despite those concerns, agriculture leaders are not necessarily opposed to technology development. Many acknowledge that data centers, AI innovation and agricultural production can coexist if growth is carefully planned and supported by appropriate oversight.
Calls for greater planning are echoed in the UT Austin study. Researchers recommend stronger coordination among developers, utilities, municipalities and state agencies to ensure that future projects align with available resources and infrastructure.
The report also encourages more transparency regarding water use projections and calls for improved mapping of water-stressed regions across Texas. Researchers suggest that water supply planning, power infrastructure development and land-use decisions should be more closely integrated as the industry expands.
As Texas continues positioning itself as a leader in artificial intelligence and digital infrastructure, the debate unfolding in the Panhandle underscores the broader challenge of balancing economic growth with responsible resource management. For communities that depend on the Ogallala Aquifer, the decisions made today could have lasting implications for water availability, agriculture and the future of rural Texas.
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