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Center for Water Policy releases “AI-Data Centers: Legislative Model to Promote Transparency and Environmental Protections”

AI-data centers are rapidly proliferating across the United States. These facilities promise technological and economic benefits but have associated steep increases in electricity and water use that can strain local resources and infrastructure. Communities are reporting growing concerns over water scarcity, higher utility rates, pollution, and stability of local power grids. Despite sustainability pledges from major tech companies, energy and cooling needs from AI-data centers continue an unchecked rise, and state incentives have often encouraged development without requiring adequate transparency and environmental protections. With no uniform federal framework and significant impacts emerging, lawmakers in many states are beginning to propose policies that strengthen disclosure, assess cumulative impacts, and establish efficiency and public engagement requirements. In our legislative framework, we articulate policy goals and offer options for comprehensive legislative responses. The model includes draft legislative language that can be customized by states and local governments to suit their needs. 

See a PDF version of our legislative model, also available below, or a version of the model.  

Citation: 

Emilie Washer, Tressie Kamp and Melissa Scanlan, AI-Data Centers: Legislative Model to Promote Transparency and Environmental Protections, Legislative Model, Center for Water Policy (2026). 

Melissa Scanlan Featured on Milwaukee Journal Sentinel Panel on Data Centers 

Center for Water Policy Director, Professor, and Lynde B. Uihlein Endowed Chair Melissa Scanlan was a featured expert on the Milwaukee Journal’s Town Hall panel on water use by AI-data centers. Professor Scanlan highlighted that water demands include the water used to create electricity for the data centers and water used to cool them. She also emphasized the level of governance needed is at the scale where impacts are seen (state and regional).   

 about the panel discussion at Milwaukee Journal Sentinel and watch the full event .  

The Journal Sentinel has other information on data centers available, including an .  

Want to learn more? Check out the Center for Water Policy’s research on data centers:   

  •  | Rutgers Computer and Technology Law Journal  
  •  | The Conversation  
  •   | American Bar Association 

We’re Hiring a New Lawyer! Now Accepting Applications for Water Policy Specialist 

The Center for Water Policy has launched a national search for a Water Policy Specialist. This position is designed to immerse emerging lawyers in the dynamic world of applied research for multidisciplinary water policy solutions. 

The Water Policy Specialist will work with research teams and interact with the public and private sector to inform policy making. “We are searching for new talent to build our research team; through this position we support a water professional who is starting their career and positively shaping water policy,” said Melissa Scanlan, Center for Water Policy Director and Lynde B. Uihlein Endowed Chair and Professor in Water Policy. 

A range of possible projects includes water justice and equity; water infrastructure and climate resiliency; AI data centers; public access to coastal resources; PFAs contamination; sustainable freshwater management practices; innovation in the water sector; and integrating water data into decision-making. 

This position is strengthened by a collaboration with Sea Grant. The Water Policy Specialist within the Center for Water Policy will be a UW Water Science-Policy Fellow, part of a cohort of Fellows from the , home to the University of Wisconsin Sea Grant College Program and the University of Wisconsin Water Resources Institute. 

Apply by April 7, 2026. 

Full Position Description: 

Upcoming Center for Water Policy Public Outreach and Education Events 

The Center’s mission is to provide world class interdisciplinary solutions to resolve problems related to the protection, restoration, and conservation of freshwater resources. Our staff have already committed to over 20 private and public engagements in the first half of 2026 to advance that mission by sharing our expertise in the field of water law and policy. We will speak at and host events on topics ranging from data centers to water access as a human right. We invite you to join us at any of the public events to learn more about how to protect water resources in the Great Lakes and beyond! 

Director Melissa Scanlan Appears on W51 to Discuss Beach Walking Case 

Center for Water Policy Director, Professor, and Lynde B. Uihlein Endowed Chair Melissa Scanlan was interviewed about  on behalf of Paul Florsheim after a municipal judge found him guilty of trespassing when he walked the shores of a Lake Michigan beach in the Village of Shorewood.  

Read more on

Director Melissa Scanlan Co-Authors “Water Law in a Nutshell” 

Center for Water Policy Director, Professor, and Lynde B. Uihlein Endowed Chair Melissa Scanlan co-authored the 7th edition of “Water Law in a Nutshell,” published by West Academic. This newest edition, co-authored with water law professors Sandra Zellmer from the University of Montana School of Law and Adell Amos from the University of Oregon School of Law, adds dozens of recent decisions and key statutory changes. The 7th edition explains legal changes in evolving areas like climate disruption, groundwater-surface water conflicts, public recreational uses, instream flow protection, federal water development, takings claims, and water access and equity. Center for Water Policy alumni Daniel McLennon and Emma Ehrlich provided research assistance.  

This book is an excellent aid for students, practitioners, and judges. Copies are available to purchase on the  in both eBook and softbound formats. 

Center for Water Policy Quoted in Smithsonian Magazine Story Covering U.N. University Report on Global Water ‘Bankruptcy

Center for Water Policy Director, Professor, and Lynde B. Uihlein Endowed Chair Melissa Scanlan was quoted in a Smithsonian Magazine article examining a recent report from the United Nations University, the U.N.’s research arm, that  finds climate change, pollution and decades of overuse have pushed the world into a state of “water bankruptcy,” a state they define as a long-term condition that requires a global reset in approaches.  Scanlan highlighted the report’s value in showing repeat patterns. She said, “It’s not just the Southern Hemisphere, it’s not just the Middle East. There is something larger at play in terms of how we’re treating water across the world.” Professor Scanlan’s water law and policy research has included analysis of water budget issues, highlighting how climate change and population pressures have intensified water management challenges in the relatively water-rich North American Great Lakes. 

Read the full article from the Smithsonian Magazine here: .   the UN report. 

And read the Center’s law review article on climate change and population pressures intensifying water management challenges here

Center for Water Policy Quoted in Wisconsin Public Radio Story on Shorewood Beach Walking Municipal Court Ruling    

The article follows the case of 51 professor Paul Florsheim, who is fighting Shorewood’s issuance of a trespassing citation for walking across a stretch of Lake Michigan beach between the water’s edge and the Ordinary High Water Mark that he has frequented for more than fifty years.  

On January 28, 2026, Shorewood Municipal Court found Paul Florsheim guilty of trespassing, based on her interpretation of a 1923 Wisconsin Supreme Court ruling, Doemel v. Jantz, which found that the public must keep their feet wet when walking along the shore of the inland lake, Lake Winnebago. If Florsheim appeals, his first stop will be the Milwaukee County Circuit Court. Center for Water Policy Director, Professor, and Lynde B. Uihlein Endowed Chair Melissa Scanlan comments that Wisconsin courts have never decided this issue for the shores of the Great Lakes, unlike Michigan and Indiana, which have supreme court decisions that protect the public trust right to walk on the beaches of the Great Lakes. 

Read the full story on Wisconsin Public Radio:  

Read more of the Center’s Public Trust Doctrine research here!  

Photo Credit: Evan Casey/WPR 

Center for Water Policy Quoted in Milwaukee Journal Sentinel Story on Shorewood Beach Walking Municipal Court Ruling  

The article follows the case of 51 professor Paul Florsheim, who is fighting Shorewood’s issuance of a trespassing citation for walking across a stretch of Lake Michigan beach between the water’s edge and the Ordinary High Water Mark that he has frequented for more than fifty years.  

On January 28, 2026, Shorewood Municipal Court found Paul Florsheim guilty of trespassing, based on her interpretation of a 1923 Wisconsin Supreme Court ruling, Doemel v. Jantz, which found that the public must keep their feet wet when walking along the shore of the inland lake, Lake Winnebago. If Florsheim appeals, his first stop will be the Milwaukee County Circuit Court. Center for Water Policy Director, Professor, and Lynde B. Uihlein Endowed Chair Melissa Scanlan comments on the rights that co-exist on the disputed beach area and the need for clarity by a higher-level court. 

Read the full story on Milwaukee Journal Sentinel:  

Read more of the Center’s Public Trust Doctrine research here!  

Photo Credit: Fox 6 News Milwaukee 

Center for Water Policy Quoted in Times-Picayune Story on Water Use of Planned Louisiana AI-Data Center  

Center for Water Policy Director, Professor, and Lynde B. Uihlein Endowed Chair Melissa Scanlan was quoted in a Times-Picayune article investigating the water use of Meta’s planned AI-data center in rural northeast Louisiana. New reporting revealed the facility will use an average of 1.5 million gallons of water per day, raising questions about how large industrial water users are monitored and regulated. 

Professor Scanlan was quoted in the story, noting that while some AI-data centers rely on “closed-loop” cooling systems, the overall water footprint can be larger than it appears once the water used to generate electricity is considered. “Ironically, you might be using more water,” Scanlan said. 

Researchers and policymakers cited in the article warned that Louisiana lacks robust oversight of groundwater withdrawals, even as AI-data centers expand rapidly nationwide, underscoring the need for clearer regulation as AI infrastructure grows. 

Read the full story here:  

Read more of the Center for Water Policy’s research on data centers:  

  •  | Rutgers Computer and Technology Law Journal 
  •  | The Conversation 
  •   | American Bar Association