Category Archives: Research

General research posts.

Comparing Salt Brine and Granular Salt for Safety and Performance

While studies have shown that salt brine can be less expensive and better for the environment than granular salt, public perception maintains that salt brine is less efficient and less safe for travelers.

In this Clear Roads project, researchers developed metrics for comparing the two different forms of salt and conducted a variety of tests to measure their performance in the field.

Now, agencies have data and infographics they can use to support their decision to use salt brine in place of granular salt.

Download the final report and two-page briefCR 22-04 – Evaluation of Direct Liquid Application of Salt Brine vs Granular Salt as Measured through Various Performance and Safety Metrics, December 2025.

Reprinted from Clear Roads news, January 21, 2026.

Pedestrian Safety Impacts of Dedicated Right-Turn Lanes

While research has found that right-turn-only, or dedicated right-turn lanes, at intersections reduce traffic delays and vehicle crashes, their impact on pedestrian safety has been unclear. To better understand these impacts for future intersection design and countermeasure considerations, this project investigated driver response to pedestrians in or near crosswalks at dedicated right-turn lanes. 

Continue reading Pedestrian Safety Impacts of Dedicated Right-Turn Lanes

Household-based travel measures may help agencies cut emissions

Reprinted from Catalyst, December 15, 2025

Across the country, transportation agencies, including the Minnesota Department of Transportation (MnDOT), are working to meet ambitious targets for reducing vehicle miles traveled (VMT) and climate emissions. To succeed, they need to understand what actually encourages households to drive less. 

A recent University of Minnesota (UMN) research study aimed to answer this question. Led by Eric Lind, director of the UMN’s Accessibility Observatory, the study examined how accessibility—the opportunities reachable by different travel modes such as driving, public transit, or biking—influences a household’s VMT. 

“We wanted to go beyond the typical approach of using roadway volume counts and instead examine households, because that is where VMT comes from,” Lind says. “This helps us better understand the influence of transportation and land-use systems on the travel decisions people make in their daily lives.”

Lind and his research team used Twin Cities travel behavior survey records to match households with access to opportunities on three different levels: local access (biking to jobs within 20 minutes), transit access (walking or rolling to transit to reach jobs within 10 to 40 minutes), and regional access (driving to jobs within 20 to 60 minutes). The models also accounted for important demographic factors including household income, vehicle availability, and number of workers.

The findings point to a challenging road ahead for transportation agencies working to reduce VMT and greenhouse gas emissions. The good news is that higher local and transit access does lead to lower expected VMT. However, the impact is modest: doubling local or transit access to jobs results in a VMT decrease of about 3 percent. 

Conversely, higher regional auto access is the most influential factor and positively predicts higher VMT. According to the model, a modest 10 percent increase in regional auto access to jobs resulted in a VMT increase of roughly 4 percent.

“The challenge is that MnDOT is required to balance increasing roadway capacity with strategies that reduce VMT to the same extent,” Lind explains. “Increasing what is easily reachable by bike or transit does lead people to drive less, but these are nudges compared with the main effects of roadway expansions that have a much larger, counteracting effect on VMT.”

To meet VMT goals, the research team recommends a two-pronged approach. First, agencies must continue to invest in and increase local and transit and nonmotorized access. Second, they must critically assess any planning that increases regional auto access, as its VMT-boosting impact requires non-auto mitigation to balance it out. 

These findings will provide MnDOT and other transportation agencies with a clearer understanding of the levers available to them, offering the estimates needed to calculate the true VMT impact of future infrastructure changes.

This study was sponsored by the Applied Research in Transportation (ART) Program, which addresses time-sensitive research questions in a 6- to 12-month timeframe. CTS and MnDOT contributed initial funding to launch this pilot program in 2024, with the Metropolitan Council joining in 2025. To reinforce the applied nature of the program, ART projects must directly address a current process, document, or policy need with an initial focus on sustainability in transportation and climate change impacts.

Related topics

For an overview of travel behavior in the U.S. generally, see Ten years of measurement reveals evolution of destination access across America.

To see how the transportation system is performing in Minnesota, see MnDOT performance measures.

CTS Webinar: Reaching Opportunities Through Transportation—New Results from the National Accessibility Evaluation

Wednesday, January 7, 2026
noon–1:00 p.m. CST, VIRTUAL

About the Event

Accessibility is the ease of reaching valued destinations. It can be measured for various transportation modes (auto, transit, bicycling, walking), to different types of destinations (home, work, school, shopping), at different times of day. Accessibility measures can be used to answer questions such as: How many jobs can I reach within a 30-minute transit trip from my home in Evanston, Illinois?

Continue reading CTS Webinar: Reaching Opportunities Through Transportation—New Results from the National Accessibility Evaluation

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. 

Continue reading The winding road to an electric fleet

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.

TRB Webinar: Connected Mobility Futures—Integrating Transit and Technology

Pre-registration is required.

Public transit agencies are reimagining mobility through innovation, integration, and technology to create seamless travel experiences and improve access for all users. TRB will host a webinar on Tuesday, December 16, 2025 from 1:00 PM to 2:30 PM Eastern that will highlight strategies and technologies transforming the future of connected mobility. This session will explore how public agencies and technology partners are addressing fragmented systems through open platforms, integrated trip planning, and seamless fare payment, drawing on lessons from the Federal Transit Administration’s Integrated Mobility Innovation (IMI) and Accelerating Innovative Mobility (AIM) programs. Attendees will also gain insights into how Mobility-as-a-Service (MaaS) and Autonomous Mobility-on-Demand (AMoD) can expand access, improve service efficiency, and rebuild ridership. Presenters will share real-world examples, research, and lessons learned to help agencies advance scalable, user-centered transportation systems.

Continue reading TRB Webinar: Connected Mobility Futures—Integrating Transit and Technology

CTS Webinar: A New System to Report School Bus Stop-Arm Violations 

Wednesday, December 10, 2025
11:30 a.m.–1:00 p.m. CST
Zoom Virtual

School bus stop-arm violations by motorists pose a serious risk to children. A new University of Minnesota study investigated the existing violation reporting ecosystem, finding issues like underreporting, underenforcing, and significant workflow inefficiencies and barriers across all stakeholder groups.

To address these systemic barriers, study researchers concluded that a centralized statewide online portal is needed to streamline communication, simplify data access, and standardize reporting. They also provided near-term recommendations until this comprehensive solution can be developed.

Join this webinar to learn about the research findings and proposed short- and long-term recommendations for improving the reporting system, with the goal of making bus stops safer for children across Minnesota and beyond

Continue reading CTS Webinar: A New System to Report School Bus Stop-Arm Violations 

Beyond the border: Canadian studies consider permeable pavement, climate change impacts on deicing operations

Reprinted from MnLTAP News, November 17, 2025

The 2025 Salt Symposium highlighted two studies from Canada, one comparing salt applications on permeable and asphalt surfaces and another considering the impact of climate change on municipal operations. Hosted by Bolton & Menk, the August 5 Salt Symposium brought together professionals from throughout the world to share research, projects, and approaches for chloride management.

Continue reading Beyond the border: Canadian studies consider permeable pavement, climate change impacts on deicing operations

Beyond traffic: Transportation as a social construct

Reprinted from CTS News, September 8, 2025

Urban transportation is more than roads and bridges: it’s a powerful social force that shapes our lives and influences our opportunities, well-being, and even power dynamics. Consider the everyday experience of commuting to work—the route you take, the cost of the ride, and the people you encounter are all shaped by social forces. By looking at transportation through this social lens, University of Minnesota researchers are moving beyond physical infrastructure to understand its deeper impact on society.

Continue reading Beyond traffic: Transportation as a social construct