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research

Research Partnership Award honors mobility planning app

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Reprinted from CTS News May 6, 2026

The limited public transit infrastructure often found in rural areas can make it difficult for residents to access essential services such as healthcare, education, and grocery shopping—especially those without personal vehicles or who are unable to drive. Mobility-as-a-Service (MaaS) is a platform that integrates multiple transportation options and booking/e-ticketing with a smartphone app. While MaaS has primarily been developed and deployed in urban areas, it also offers potential benefits for rural area residents, such as improving transportation access, reducing social isolation, and simplifying the passenger experience.

A study sponsored by the Minnesota Department of Transportation (MnDOT) assessing the benefits of deploying its MaaS app in southern Minnesota was honored with this year’s CTS Robert C. Johns Research Partnership Award.

MnDOT’s MaaS platform was implemented in southern Minnesota in March 2023 to streamline and promote transit use, incorporating features such as interactive trip planning and mobile payment. The study area is served by seven different transit agencies, covering seven small cities and the surrounding rural areas.  

Led by University of Minnesota Department of Civil, Environmental, and Geo- Engineering associate professor and CTS scholar Alireza Khani, the research team aimed to learn how residents benefited from having access to a variety of mobility options through the MaaS platform, as well as if the platform increased transit ridership and how it could be improved. 

“This work represents a collaborative effort to better understand how people, especially those in rural Minnesota without many transportation options, might engage with emerging transportation technologies, mainly mobility-as-a-service,” Khani said when accepting the award. “This project is about people, their mobility options, their choices, and how technology can support more efficient, equitable, and sustainable transportation.”

The research team worked closely with MnDOT’s project management team and the platform development team to address the unique challenges of rural MaaS. Recognizing that existing data was insufficient to capture rural transit nuances, the team developed specialized data-collection spreadsheets and protocols. By training local transit service providers to use these tools for one week for both pre- and post- MaaS deployment phases, the team obtained primary data to analyze rider behavior across both fixed-route and demand-responsive transit (DRT). They also used the data to evaluate equity and service quality for disadvantaged populations. This collaboration between the University and the providers ensured that the MaaS implementation was not only technically sound but also tailored to the specific operational realities of southern Minnesota’s transit landscape.

Analysis of booking and ride data provided a clearer picture of how people use transit and how both riders and providers felt about their experiences, informing areas for improvement by deploying MaaS. Results showed a notable ridership increase of 4.2 percent for DRT and paratransit services following MaaS deployment, compared to a marginal 0.2 percent increase in the control group. In addition, a before-and-after study of trip location data showed MaaS’s ability to boost transit service rates in areas with lower-income residents.

“This is a great example of academic partnership with the public and private sector in a really practical way,” McFadden said during the awards ceremony. “We have brought rural transit up to parity with a lot of the technology that has been common in urban settings for about the last decade. This project has been a leader and driven both the public and private sector to bring along our rural transit systems. And so everybody is getting access to the same information.”

The research results provided a thorough evaluation of the pilot and have been key in shaping future rural transit projects. The evaluation served as a proof-of-concept for MnDOT, directly informing the decision to expand the MaaS system to the entire state. Additionally, the methods and findings have been widely shared with the professional community and received national attention, “highlighting the broader relevance of what started here in Minnesota,” Khani added. By bridging the gap between a regional pilot and a statewide initiative, this research serves as a strategic roadmap for modernizing rural transit in Minnesota and beyond.

The Research Partnership Award is named in honor of former CTS director Robert Johns. The award is presented annually to a team of individuals who have collaboratively drawn on their diverse expertise to achieve significant impacts on transportation.

Clockwise, from left: Robert C. Johns with research team members Alireza Khani, Elliott McFadden, Kwangho Baek, and Hannah DeBruin

Project team

  • University of Minnesota: Alireza Khani, Kwangho Baek, Hannah DeBruin
  • MnDOT: Elliott McFadden
  • Federal Transit Administration: Steve Mortensen
  • Cambridge Systematics: Raphael Barcham

—Amy Friebe, CTS senior editorial manager

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Automated Vehicle Technology, research

Rough roads? How everyday cars might help flag trouble spots

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Reprinted from CTS News, May 11, 2026

To assess pavement conditions throughout the state, the Minnesota Department of Transportation (MnDOT) uses a van specially equipped with advanced technology that measures roughness, cracking, and other signs of distress on a roadway’s surface. That system has its limitations, however. The vans cost about $800,000 each, and the data collection requires extensive coordination, trained personnel, and sensitive equipment that is limited to operating in warmer summer months. In addition, the data collection takes place once a year on MnDOT routes and every other year on County State Aid Highways.

van equipped with technology to measure pavement conditions
Mn/DOT’s Pathway Services, Inc. Digital Inspection Vehicle (DIV)

Could there be a more efficient and more timely way to assess the state’s road pavement conditions? To find out, researchers at the University of Minnesota (UMN) explored whether data already being generated by everyday vehicles could enhance MnDOT’s current method. 

To test this, UMN researchers equipped study vehicles with a simple plug-in scanner that captured onboard diagnostics data, explains CTS scholar Raphael Stern, the project’s co-investigator and UMN associate professor of civil, environmental, and geo- engineering. Modern vehicles already have sensors that collect this data, which can be used to monitor and optimize vehicle performance. That same data could provide clues to how a vehicle is responding to pavement beneath it, he says.

“If we could show that this can be done in Minnesota, MnDOT or local agencies can implement this technology,” says lead investigator and CTS scholar Mihai Marasteanu. “They could have a very good idea about the conditions of pavement every day—not just once a year.”

For this project, researchers adapted methodologies from Denmark’s Live Road Assessment (LiRA) project, considered to be the most comprehensive effort to use onboard vehicle sensors for continuous pavement monitoring. That initiative provided insights into both the technical feasibility and practical challenges of extracting meaningful pavement quality metrics from standard vehicle data.

Researchers tested a similar approach on three routes in Minnesota to capture a diverse range of pavement conditions under real-world driving scenarios. One route was a 15-mile loop in the northeast Twin Cities metropolitan area that covered urban and suburban road segments with consistent traffic flow. Another was a 96-mile loop between Minneapolis and Northfield, comprising a mix of urban, suburban, and rural roadways. The third was the 2.6-mile loop at MnROAD, MnDOT’s research facility near Albertville.

The plug-in scanner collected data on vehicle location, speed, and 3D acceleration; the last measures the intensity and complexity of vibrations transmitted from the road through the vehicle’s suspension system.

Across the three routes, researchers collected more than 9,000 data points. Machine learning models used 694 data values to predict pavement quality using the International Roughness Index (IRI) for a given pavement section.

Researchers compared and validated predictions against data from MnDOT and a commercial pavement‑monitoring system. Results demonstrated a correlation across diverse road conditions, although accuracy decreased in areas where pavement conditions changed quickly or road surfaces had defects. Predictions were also more accurate on highway segments than local roads because of variable urban driving environments.

Of the eight learning models evaluated, one achieved 94 percent accuracy on predicting pavement roughness. The performance of each model varied based on environmental factors, data collection conditions, and road types.

The research successfully demonstrated that vehicle sensor data can effectively support continuous infrastructure monitoring, Marasteanu says. “It could save money in the long run and give a much more accurate representation of pavement conditions over the entire year,” he notes.

The project, funded by MnDOT, included implementation guidelines for large-scale deployment, equipment standardization protocols, data-processing pipelines, and risk-mitigation strategies.

MnDOT is now exploring how to extend the research beyond the study vehicles, says Curt Turgeon, director of MnDOT’s Office of Materials and Road Research. One way will be to use commercial data sources that already collect similar information from everyday vehicles. For example, NIRA Dynamics, headquartered in Sweden, partners with automakers Volkswagen and Volvo to collect anonymized sensor data from consumer vehicles. These data streams are captured continuously throughout the year.

“MnDOT has a contract with NIRA to determine how this data might enhance our pavement management decisions as well as potentially document snow and ice response,” he says. “They also have a module that may flag potholes or other in-road hazards based upon vehicles swerving.”

—Peter Raeker, contributing writer

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Continue reading Rough roads? How everyday cars might help flag trouble spots →
Materials and Construction, research

New Project: Using Satellite Technology to Monitor Ground Deformations Adjacent to Roads

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Geohazards generated by ground movements (e.g., landslides, subsidence, sink holes, etc.) cause substantial damage and interruptions to Minnesota’s highway network. Reactive monitoring approaches and borehole-based instrument sensing both have limited spatial coverage and are limited to sites already known to be in distress. This research explores the establishment of continuous satellite-based InSAR monitoring of ground deformations adjacent to roads on a broad geographic scale that would enable detection of pending hazards before they develop into large failures.

To receive email updates about this project, visit MnDOT’s Office of Research & Innovation to subscribe.

This warning system will combine data from high spatial resolution InSAR measurements, optical remote sensing data, and deep learning algorithms to automatically detect and continuously monitor deformations across large spatial regions. The research team will create MnDOT training modules to demonstrate the utility of the deformation data and automated warning system.

InSAR monitoring is expected to improve the safety and reliability of Minnesota’s transportation system and reduce costs and delays associated with emergency repairs. It would also support the state’s geotechnical asset management program by assessing the feasibility of InSAR for tracking performance of geotechnical assets (e.g. retaining walls, slopes, pavement foundations, etc.).

“This research project will help us determine if InSAR technology is ready for prime time for transportation agencies as a remote sensing tool to track performance of assets,“ said Raul Velasquez, geomechanics research & deployment engineer at MnDOT’s Office of Materials and Road Research.

The Objectives:

  1. Develop an automated warning system that can alert MnDOT staff of areas where abnormal ground deformation (e.g., landslides, subsidence, and sinkholes) is occurring along Minnesota interstate highways, allowing them to proactively intervene.
  2. Assist MnDOT in continuing to build its geotechnical asset management program by assessing the feasibility of InSAR for tracking performance of geotechnical assets such as retaining walls, slopes, and pavement foundations.

Project Details

Details of the research study work plan and timeline are subject to change.

To receive email updates about this project, visit MnDOT’s Office of Research & Innovation to subscribe.

Environment, Maintenance Operations, research

Goats can play a role in multi-pronged restoration of buckthorn-invaded woodlands

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Reprinted from MnLTAP News, May 4, 2026

Goats are increasingly being used in efforts to manage invasive common buckthorn in Midwestern woodlands. New research demonstrates when and how they are best used.

Continue reading Goats can play a role in multi-pronged restoration of buckthorn-invaded woodlands →
Pedestrian, research, Traffic and Safety

CTS Webinar: How Infrastructure Shapes Driver Behavior and Pedestrian Safety

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Tuesday, May 19, 2026, 12:00–1:30 pm Virtual

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About the Event 

Improving pedestrian safety requires a deeper understanding of how people interact with roadway design and infrastructure. This webinar will highlight two recent research efforts examining how transportation infrastructure influences driver behavior and pedestrian safety outcomes.

Curtis Craig, a research associate in the Human Factors Safety Laboratory, will present findings from two complementary studies examining infrastructure at intersections. The first study explored how right turn lane configurations affect pedestrian safety using a combination of behavioral analysis and multiple research methods. The second project examined how drivers and pedestrians respond to different infrastructure treatments and how those designs influence behavior in real-world environments.

These study findings offer transportation agencies, planners, and engineers practical considerations as they work to create safer and more accessible pedestrian environments.

Registration and More

This webinar is free, but registration is required. Visit the event web page to register and for more information. 

Related Reading

Active Research by Curtis Craig

Analysis and Risk Management of Motorcycle, Bicycle, and Pedestrian Crashes in Minnesota

Policy and Planning, research

Addressing disparities through more equitable transportation planning

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Reprinted from CTS Catalyst April 16, 2026

Transportation capital investment planning plays a vital role in shaping the future of infrastructure—but often leaves people with disabilities, youth, older adults, people of color, and disadvantaged communities underserved. A recent UMN research project aimed to gain a better understanding of how to include equity in planning and decision making.

To gain a better understanding of how to include equity in planning and decision making, a recent research project explored this complex topic through a literature review, statewide survey, and analysis of case studies. This research, sponsored by the Minnesota Department of Transportation (MnDOT) and the Minnesota Local Road Research Board, resulted in considerations and strategies, including a toolkit, to increase community engagement and guide future transportation development for Minnesota localities and Native nations.

Camila Fonseca-Sarmiento, director of fiscal research for the Institute for Urban & Regional Infrastructure Finance at the University of Minnesota’s Humphrey School of Public Affairs and a CTS scholar, led a team of researchers through a review of case studies for which equity was included in capital investment planning. As in other states and localities across the United States, the team found that the definition of equity and the goals of equity-related funding ranged widely across Minnesota’s counties, cities, and Native nations.

Incorporating equity factors in transportation investment planning in Minnesota has occurred through small, incremental changes. A few jurisdictions have already integrated equity into their planning efforts, while some others are in the process of doing so. Jurisdictions with a more comprehensive equity framework are those in which equity is part of a local initiative, compared to those who mentioned equity efforts as a response to federal funding requirements, such as Title VI of the Civil Rights Act of 1964 and the Americans with Disability Act.+6

Minnesota brings an additional set of equity considerations through the inclusion of the state’s 11 Native nations. These Ojibwe and Dakota communities and reservations share many of the same needs and challenges as other localities but also possess unique cultural considerations, including sovereignty, sacred sites, and environmental protection. For example, on a practical level equity for Native nations means fair employment—equitable job opportunities, wages, and hiring preferences for tribal members to ensure benefits stay within the tribal nations on or near reservations. On a cultural level it means dual language signage for English and Ojibwe or Dakota on roads and highways that traverse Native lands.

“Equity is not a one-size-fits-all approach,” Fonseca-Sarmiento says. Engaging community members early in the planning process helps planners understand transportation needs beyond roadway investments—such as a community’s historical experience, culturally specific needs, and current gaps. The research findings offer guidance on how to gather local input through surveys and in-person meetings guided by trained staff. 

The transportation capital investment planning and decision-making process consists of several phases where equity could be integrated: identifying projects, prioritizing capital investment projects through multi-step processes, and selecting projects for funding through community advisory committees.

A toolkit developed by the researchers could help improve communication and engagement with underserved communities. Its two key tenets are that agencies need to proactively reach out to the community, and trust-building is essential for effective relationships.

In addition, Dillon Dombrovski, deputy public works director/city engineer with the City of Rochester and the project’s technical liaison, says the community engagement toolkit “provides effective guidance to combine community input with supporting data to invest in more equitable transportation projects.”

Fonseca-Sarmiento says it’s also critical to listen and then include diverse perspectives in the final transportation plan. “Engaging local stakeholders in the planning process but then leaving them out of the finished project decreases trust and limits future engagement,” she says. “Overall, having regular community engagement for identifying transportation capital investment projects can also help prevent perpetuating past inequities.”

—Amy Goetzman, contributing writer

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Bridges and Structures, Materials and Construction, research

CTS Webinar: Infrastructure Materials and Performance

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Tuesday, April 21, 2026
noon–1:30 p.m. CDT, Virtual

About the Event

Understanding how infrastructure materials perform over time is critical to making informed design, construction, and maintenance decisions. This webinar will feature two recent University of Minnesota research efforts that examined the real-world performance of commonly used transportation infrastructure materials.

Continue reading CTS Webinar: Infrastructure Materials and Performance →
electric vehicles, Policy and Planning, research

CTS Webinar: EV Infrastructure and Fuel Policy—Understanding the Transportation and Economic Impacts

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Thursday, April 23, 2026, 2:00–3:30 pm, Virtual

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About the Webinar

Transportation policy and energy markets are evolving rapidly as states explore strategies to reduce emissions and support new fuel technologies. This webinar will examine two current policy areas shaping transportation systems: electric vehicle infrastructure development and low-carbon fuel standards.

Beth Kallestad from MnDOT’s Office of Sustainability and Public Health will provide an overview of Minnesota’s Electric Vehicle Infrastructure Program. Her presentation will discuss how the Infrastructure Investment and Jobs Act and NEVI funding have shaped the development of EV infrastructure in Minnesota, the program’s current status, and what to expect in the next phase of implementation.

Monica Haynes and Neil Wilmot from the University of Minnesota Duluth will highlight a 2025 study that examined the relationship between low-carbon fuel standard (LCFS) programs and gasoline prices. They will explore how LCFS programs in other states have affected retail fuel costs and discuss the challenges of predicting the economic impacts of a potential LCFS program in Minnesota.

Through these presentations, webinar attendees will gain insights into how emerging transportation energy policies influence infrastructure planning and economic outcomes.

Speakers

Beth Kallestad is the sustainable transportation planning director with MnDOT’s Office of Sustainability and Public Health. She has a wide range of experience in the environmental field, including in the private, government, academic, and nonprofit sectors.  This experience has given her a strong background in the management and implementation of a variety of sustainability planning efforts, public and stakeholder engagement, effective communications, trust building, and collaboration. Beth joined MnDOT in June 2022 and has focused her work on the development and implementation of the EV infrastructure program with federal NEVI funding and supporting MnDOT’s internal fleet transition. 

Monica Haynes has served as the director of the Bureau of Business and Economic Research at the University of Minnesota Duluth since 2014, supervising a small team of student researchers and a writer/editor. During her time in this role, the department has completed more than 90 funded research projects on a wide range of topics related to current events, proposed development opportunities, and economic trends. She also serves as adjunct faculty in the Labovitz School of Business and Economics (LSBE), as chair of LSBE’s outreach committee, and on the Duluth Workforce Development Board. 

Neil A. Wilmot is an associate professor and head of the Department of Economics and Health Care Management, Labovitz School of Business and Economics, at the University of Minnesota Duluth. He is also an associate of the Institute on the Environment at the University of Minnesota. Wilmot’s research interests include energy economics and energy commodities, encompassing a wide range of topics including oil and gas markets, renewable energy integration, and energy pricing mechanisms. He has published numerous articles in leading energy economics journals, including Energy Economics, Resource and Energy Economics, and The Energy Journal.

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.

Related Reading

Transitioning to EV Fleets: Best Practices and a Decision Tool | MnDOT Digital Library

Bridges and Structures, Environment, research

CTS Webinar: Species from Feces—A New Tool to Identify Bats in Culverts and on Bridges

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Wednesday, April 22, 2026, 12:00–1:30 pm, Virtual

About the Webinar

Bats frequently use bridges and culverts as roosting habitat, creating challenges for transportation agencies working to balance infrastructure needs with environmental compliance. Traditional visual surveys can be limited, especially when bats are hidden within structures or present only intermittently. 

This webinar will highlight ongoing research exploring the use of DNA analysis from bat feces (guano) as a noninvasive method to identify bat species occupying culverts and bridges. Speaker Ron Moen will discuss how this approach works, share early findings from field applications, and explore how the results could support more efficient environmental review, project planning, and species protection efforts for transportation agencies.

It is being held in conjunction with a CTS Environment and Energy in Transportation Council meeting.

Speaker

Ron Moen is an associate professor in the Department of Biology at the University of Minnesota Duluth and a senior research associate with the Natural Resources Research Institute’s Center for Water and the Environment. His research focuses on mammalian ecology, including habitat use, movement patterns, and predator–prey interactions, often using GPS radiotelemetry. His current work includes studies on moose, Canada lynx, American marten, wood turtles, bats, and other wildlife, as well as projects related to climate change impacts and carnivore monitoring in the Upper Midwest.

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.

Register

Follow the Research

Species From Feces: A New Tool to Identify Bats in Culverts and on Bridges