Tag Archives: MnDOT

Increasing Equity in Transportation Investments

Historically, equity has not been a primary objective in the transportation infrastructure investment planning process. By effectively incorporating equity into the process, underserved communities and Native nations can realize increased benefits from transportation improvements. This research explored effective strategies for incorporating equity in transportation capital investment planning and provides guidance to transportation agencies, planning organizations and Native nations.

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The winding road to an electric fleet

Reprinted from CTS News, November 24, 2025

Even for cities, counties, and organizations with zero-carbon emissions goals, most fleet managers are skeptical about going fully electric. Calculating the return on investment for a single vehicle is straightforward—but for a fleet, it’s complex. 

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CTS Webinar: Preparing Transportation Professionals for AI Integration

Monday, December 15, 2025, 12:00–1:30 pm (Virtual)

About the Event

Artificial intelligence (AI) is rapidly reshaping how we design, plan, and manage infrastructure systems. In this webinar, CTS scholars Qizhi He and Seongjin Choi from the University of Minnesota’s Department of Civil, Environmental, and Geo- Engineering will discuss how AI tools are beginning to influence teaching, research, and professional practice in civil engineering. Their conversation will consider how the field can adapt curriculum and training to prepare future engineers for an AI-integrated profession. They will also explore questions around quality management, professional ethics, and community-centered design in an AI-driven context.

Offering a practitioner’s perspective, Melissa Barnes will share insights from MnDOT’s ongoing AI pilot identification project. She will discuss how state agencies are evaluating opportunities and risks associated with AI implementation—and engaging and educating their staff about AI.

This webinar will highlight opportunities for collaboration between academia and practice as the transportation industry navigates the evolving impacts of AI on engineering education, quality assurance, and workforce development. 

Speakers

Qizhi He is an assistant professor in the Department of Civil, Environmental, and Geo- Engineering at the University of Minnesota (UMN) and a CTS scholar. Before joining the UMN, he was a postdoctoral researcher in the Scientific Machine Learning Group at Pacific Northwest National Laboratory. His research focuses on developing hybrid physics–AI/ML computational methods for predictive modeling and the simulation of complex mechanical behavior in civil and geomaterials under extreme and multiphysics conditions. His work aims to advance next-generation, high-performance computing and digital-twin technologies that enhance infrastructure resilience and support natural hazard mitigation. 

Seongjin Choi is an assistant professor in the Department of Civil, Environmental, and Geo- Engineering at the University of Minnesota and a CTS scholar. Choi was previously a postdoctoral researcher at McGill University in Canada and Korea Advanced Institute of Science and Technology in South Korea. His research focuses on developing machine learning and (generative) artificial intelligence models for transportation and mobility data, with the goal of enhancing both individual-level travel experiences and system-level performance.

Melissa Barnes is the Operations Division artificial intelligence program manager (mobility) at MnDOT and a licensed civil engineer with more than 21 years of experience in transportation. She has worked at MnDOT for more than 12 years, including positions in Central Office and the Metro District. Her expertise spans program delivery, traffic engineering, planning, safety, operations, project management, policy, and cross-functional leadership, and she is known for her commitment to equity and collaboration. 

Registration

This webinar is free, but registration is required. Once you have registered, you will receive an email confirmation with a Zoom link. The link should not be shared with others; it is unique to you.

More information

Visit the CTS website or contact Samantha Hahn-Douville at snhahn@umn.edu

If you’re unable to join us for the live broadcast, a recording will be available here after the event.

Identifying Factors That Affect Stormwater Basin Performance

Stormwater basins are used to control runoff, prevent flooding and limit pollutants from reaching rivers, lakes and other large bodies of water. MnDOT monitors and maintains more than 400 infiltration and filtration basins statewide, and that number continues to grow. Identifying indicators of needed maintenance will increase management efficiency and basin performance. Field research at 28 basins identified basin age and silt content as two important factors to consider when planning inspections and taking corrective actions.

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Mitigating the Negative Effects of Spaghetti Junctions

Complex highway interchanges in large metropolitan areas, also referred to as spaghetti junctions, have contributed greatly to enhancing vehicular connectivity and spurring economic growth. But the benefits of this built infrastructure are not evenly distributed, and neighborhoods near these highways are often negatively impacted. This project explored strategies used by other states to mitigate the consequences of spaghetti junctions that MnDOT could implement to improve conditions and livability for similar neighborhoods in Minnesota.

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Evaluating Road Designs That Use Lower Quality Aggregate

Aggregate materials used in the base and subbase layers of pavements provide structural support and drainability to Minnesota roads. But the supply of locally available high-quality aggregate material is becoming increasingly scarce. This project explored sustainable and cost-effective solutions for constructing durable flexible pavement roads with lower quality aggregate material.

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Human behavior insights are driving transportation safety forward

Reprinted from CTS News Catalyst, September 11, 2025

To better understand how roadway crashes can be prevented, it’s essential to explore the human behaviors that contribute to them. This objective is core to the work of the U of M’s Human Factors Safety Laboratory (HFSL). Research Associate Professor and CTS scholar Nichole Morris, who directs the lab, outlined its mission and impact in a recent Toward Zero Deaths (TZD) webinar highlighting Minnesota’s traffic safety research ecosystem. 

Minnesota TZD is the state’s cornerstone traffic safety program, employing an interdisciplinary approach to reducing traffic crashes, injuries, and deaths on the state’s roads. CTS partners with TZD to provide program administration, event coordination, and communications.

The HFSL brings together behavioral scientists and engineers dedicated to reducing roadway and occupational injuries and fatalities. They combine research on human behavior with the design and testing of user-centered systems to create solutions that work better for everyone.

“Human factors is the intersection between people and systems,” Morris explained. From in-vehicle technologies and roadway signage to partnerships with larger organizations such as law enforcement, transportation systems involve a wide range of human-system interactions.

Four research tracks shape the lab’s work:

  • Crash reporting. Although projects often intersect, crash reporting is foundational to the other research tracks. Morris refers to it as the lifeblood of transportation safety—without crash data, researchers don’t know what’s working and what isn’t. In one of its more consequential projects, the HFSL helped rebuild the front end of MNCrash—an application designed for law enforcement to document and report crashes. In close collaboration with the Minnesota Departments of Transportation and Public Safety as well as multiple law enforcement agencies, the HFSL team helped to streamline the user experience and improve data completeness and accuracy. Since deploying the updated version in 2016, MNCrash has been adopted by all law enforcement agencies across Minnesota. It’s featured in the sixth edition of the USDOT’s Model Minimum Uniform Crash Criteria and has become the national standard for crash reporting.
  • Maintenance and work-zone safety. In one project, leveraging the expertise and methods gained from MNCrash, the lab collaborated with MnDOT and maintenance workers on a streamlined app to make documenting work-zone intrusions easier. After its launch in 2022, the team continued work, using low-cost sensors and radar to help reduce select work-zone driving speeds in real time.
  • Pedestrian and non-motorist safety. The Stop for Me campaign, a collaboration with MnDOT, St. Paul, Ramsey County, and Western Michigan University, has been adopted in communities across Minnesota. The campaign—which combines enforcement and engineering treatments to improve yielding at crosswalks—has inspired similar efforts in more cities around the country. Other projects include studies on dedicated right-turn lanes and temporary and permanent pedestrian infrastructure to reduce conflicts between drivers and pedestrians.
  • Infrastructure and signage. The lab’s work on J-turns, which have proven effective at reducing fatal crashes, has helped to identify and address several navigational errors drivers may make when first encountering this type of intersection. The researchers have found that poor or confusing first experiences with J-turns can lead to negative community perceptions and result in pushback on J-turn implementation. The research has found specific pavement markings to help guide drivers and facilitate successful use of J-turns—leading to fewer crashes and better driver experiences.

Morris emphasized that investment in sound research methods and collaborations across partner institutions, organizations, and communities is what creates successful research outcomes. While studies may yield results in the moment, she says investing in methodology is what really carries the work forward. The HSFL’s work continues to inspire other states and agencies, Morris added.

—Krysta Rzeszutek, CTS digital editor

Related research from Nichole Morris

Developing Biochar Specifications for Stormwater Management 

Effective stormwater management helps keep roadway contaminants from entering Minnesota’s lakes and streams. Management practices include soil and vegetation in roadside bioretention systems that filter heavy metals and hydrocarbons created by vehicles. Based on other studies, retention and transformation of roadside pollutants should be improved by biochar application to existing or engineered soils. Abundant sources of biomass can be used to produce biochar, a soil amendment with numerous benefits. MnDOT and local agencies identified biochar specifications for effective use in stormwater treatment to support the next phase of testing and development of biochar design guidance. 

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Evaluating Strategies to Prevent Early-Age Bridge Deck Cracking  

Premature cracking in reinforced concrete bridge decks is expensive to repair and may lead to rapid bridge deterioration. Despite changes to mix designs, transverse cracking after casting continues to be a problem in Minnesota. This project evaluated alternative concrete mix designs and reinforcement strategies to mitigate early-age bridge deck cracking, reduce maintenance costs and extend bridge deck service lives.

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Detecting Endangered Turtles with Environmental DNA

More than 60% of the world’s turtle species are endangered, including Blanding’s and wood turtles, which are native to Minnesota and may be found in the state’s wetlands, ponds, lakes and streams. To protect these vulnerable populations and their habitats, a cost-effective tool developed in this study will efficiently allow for the early detection of these turtles at transportation project sites. 

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