All posts by Lea Burdette

Publishing and Technology Coordinator | MnDOT Office of Research & Innovation

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.

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CTS Webinar: Innovations for Energy-Efficient Transportation

About the Event

Transportation is one of the largest sources of greenhouse gas emissions in the U.S., and reducing those emissions is key to tackling the climate crisis. New technologies—from eco-friendly navigation apps to connected and automated vehicles—offer exciting opportunities to make our transportation system cleaner and more energy efficient. But these tools can also create unexpected challenges, such as increased traffic congestion or higher overall emissions, if not carefully designed.

In this webinar, researchers will share new approaches to smarter routing and vehicle technology that can lower energy use and reduce emissions. Join us to learn how innovations in navigation, automation, and vehicle control could help shape a more sustainable future.

Speakers

Zongxuan Sun is a professor in the Department of Mechanical Engineering at the University of Minnesota. He is an expert on dynamic systems and control with applications in automotive propulsion systems. He worked at the General Motors Research Center for seven years prior to joining the University in 2007. His research work includes system modeling, control theory, building unique instruments, and testbeds for experiments.

Michael Levin is an associate professor in the Department of Civil, Environmental, and Geo- Engineering at the University of Minnesota and a CTS scholar. His research focuses on modeling connected and automated vehicles and intelligent transportation systems to predict and optimize how these technologies will affect travel demand and traffic flow. Levin is specifically interested in using traffic flow, transportation network analysis, and operations research methods to study these new technologies and their effects on cities.

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.

Please let us know how we can ensure that this webinar is inclusive to you. What accommodations or access needs can we help facilitate? Contact Samantha Hahn-Douville at snhahn@umn.edu when you register to help us provide you with the best access.

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

For more information, go to the CTS website.

Related MnDOT Research

Bike infrastructure planning based on mobile-sourced data and anticipated route shifts (Active)

Impacts of Shared Mobility on Infrastructure usage, Greenhouse Gas Emissions, and Accessibility (Active)

Quantifying the Influence of Driver Behavior on Greenhouse Gas Emissions and Air Quality (Active)

Cost/Benefit Analysis of Fuel-Efficient Speed Control Using Signal Phasing and Timing (SPaT) Data: Evaluation for Future Connected Corridor Deployment (2023)

Minnesotans geared up for e-bike rebates. Now data reveals more about them

Republished from CTS News (Catalyst) for October 14, 2025

More than 14,600 Minnesota residents applied for a rebate through the state’s e-bike rebate program when it launched in 2024. Established by the Minnesota Legislature to help reduce the cost of buying a new e-bike, the program was so popular that within minutes of opening in June 2024, the number of applicants overwhelmed the system and crashed the website. The state was forced to fix the technology challenges and reopen the application about a month later.

The scenario drove researchers at the University of Minnesota to dig deeper into the data about who applied for the rebate in the first year. Their project aims to shed light on who benefitted from the program, get feedback on the application process, and learn more about rebate use.

E-bikes, which operate like a bicycle but have an electric battery and motor for pedaling assistance, have increased in popularity in recent years, and supporters are promoting their potential as a sustainable transportation option. The state legislature allocated $2 million in both 2024 and 2025 for the rebate program.

“Minnesotans seem to have an appetite to get an e-bike, whether that’s because of the state’s incentive or for other reasons—including that Minnesota has some of the best bike infrastructure around,” says Kaitlyn Denten, a researcher with the Humphrey School’s Institute for Urban and Regional Infrastructure Finance (IURIF) and project co-lead.

For the first part of this project, researchers analyzed rebate applicant data, which included demographic information, income level, tax filing status, and ZIP code but no personal identifiers. Data also included a person’s rebate application status, the rebate amount, and whether the applicant used the rebate to purchase a new e-bike.

In the program’s first year, the maximum rebate was $1,500; individual amounts depended on an applicant’s income level and tax filing status. People who applied for and received a rebate certificate could purchase their e-bike and eligible bike accessories from a participating retailer. Of the total applicants, 1,519 people received a rebate and 1,327 used one to purchase an e-bike. According to the data, half of the rebates went to households earning less than $75,000 a year.

The Twin Cities seven-county metro area had strong representation, with 66 percent of applicants, 67 percent of recipients, and 66 percent of rebate users coming from the metro area. The average age of applicants was 49 years old.

For the project’s second part, researchers used an online survey to collect feedback on the application process and information about how people who received a rebate were using their e-bike, among other data. The survey, which was available between March 17, 2025, and April 5, 2025, received nearly 4,500 responses.  

Of the survey respondents, 3,920 individuals applied for a rebate, 496 received a rebate, and 455 used the rebate to purchase an e-bike. For those who received a rebate but didn’t use it, among the reasons cited were that the rebate didn’t cover enough of the e-bike’s cost and the rebate certificate expired before they were able to use it. 

One surprising finding: Some people bought an e-bike even if they didn’t receive a rebate, says CTS scholar Camila Fonseca-Sarmiento, IURIF director of fiscal research and project co-lead. “Or, if a couple received a rebate, they ended up buying two e-bikes. This could be spurring the use of e-bikes instead of personal vehicles.”

Many survey respondents expressed frustration with the initial application process, referring to the technical glitches, long wait times, and unclear instructions. Several respondents did note, however, that the second application round ran more smoothly.

Some respondents also raised concerns about the fairness of the program’s rollout, pointing to barriers faced by people with limited internet access and electronic devices, people with disabilities, and people with inflexible work schedules (the application period opened on a weekday).

Future research should focus on the effects of 2025 program changes, including income eligibility, application processes, and rebate amount, the researchers say. In addition, researchers noted that a statewide travel study could help assess how rebates might influence a shift from personal vehicle use to an e-bike, a question left unanswered because of limited e-bike use among current rebate recipients.

This research project 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 the Minnesota Department of Transportation 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.

—Peter Raeker, contributing writer  

Related Research from MnDOT

Operational Characteristics of Conventional and Electric-Assisted Bicycles and Their Riders (ongoing)

Assessing the Economic Impact and Health Benefits of Bicycling in Minnesota

New Clear Roads Research: Understanding the Effects of Deicer Additives

Originally published in Clear Roads News April 7, 2025

items used in the freezing point determination test (ASTM D1177)
Items used in the freezing point determination test (ASTM D1177)

Combining road salt with common additives such as corrosion inhibitors, anticaking agents, cold temperature modifiers, thickeners and friction enhancers can increase the effectiveness of the deicer, allowing it to work more quickly or remain on the pavement longer.

To determine how well mixed salt products perform at lower temperatures and inform transportation agencies’ winter maintenance decisions, this Clear Roads project tested eight solids and prewet solids to evaluate the influence of additives on chloride-based deicer performance, including the freezing point or eutectic temperature, ice-melting capacity using the rocker test and pavement friction.

Download the final report and two-page briefCR 22-03 – Effects of Additives in Deicing Salts at Lower Temperatures, February 2025.

Industrial by-products prove sustainable options for managing roadside stormwater

Reprinted from CTS News, March 25, 2025

Roadside soil plays a crucial role in stormwater management. Naturally vegetated roadsides can filter and control runoff, helping to keep pollutants out of bodies of water and minimizing flooding to communities. However, soil left behind from road construction does not adequately support filtration and plant growth unless it’s amended with organic matter—and traditional mixtures for doing so, such as with sand and compost, can be costly and resource-intensive. 

sample plots
Field plots adjacent to the Natural Resources Research Institute parking lot were used to test the infiltration capacity, pollutant removal, and vegetative support capabilities of the soil mixtures.

To find a more sustainable solution, U of M researchers partnered with MnDOT and the Minnesota Local Road Research Board. Building on previous research, a team led by CTS scholar David Saftner, principal investigator and associate professor in the UMD Department of Civil Engineering, tested sustainable roadside soil mixtures using locally available waste materials and by-products generated from forestry, agriculture, and industrial activities.

In this project, nine materials were selected for testing, including a peat/biochar mix; dredged river sediment; pine and ash sawdust; VersaLime (a by-product of sugar beet processing); lime mud, bottom ash, and degritter (from a pulp and paper mill); and recycled concrete aggregate (RCA). All nine materials proved efficient at removing pollutants, though some were more effective than others. After extensive laboratory testing, the five top-performing materials were selected and used to create three engineered soil blends:

  • RCA (80%) and ash sawdust (20%)
  • RCA (80%) and peat/biochar (20%)
  • Dredge sediment (80%) and degritter (20%)

Field testing of these three engineered soil blends took place in outdoor plots. The team studied infiltration rate, pollutant removal, and plant growth from grass and flower seed. Through a life-cycle assessment, the researchers also evaluated material collection and transport, energy demand, human health and ecosystem impacts, climate change, and water use.

Their research revealed that all three engineered soil blends were effective at capturing and filtering the first inch of excess stormwater runoff, offering a viable alternative to traditional soil mixes. Other key findings: 

  • Of the engineered soil mixes, organic and coarser materials were better at allowing water to pass through.
  • Greenhouse tests showed promising plant growth, while field plots experienced challenges—possibly due to seasonal dryness.
  • The dredge sediment and degritter soil mix had substantially higher impacts than the other two soil mixes as well as the most CO2 emissions.
  • The RCA and ash sawdust soil mix had the lowest impacts, with the RCA and peat/biochar soil mix producing similar results.

Based on their findings, a design guide was developed for road engineers outlining best practices for using local by-products and waste materials to create engineered soil mixes while still adhering to regulatory standards. These recommendations are designed to be standard, common, and repeatable. 

“This was a great project and I’m especially happy with the design guide,” Saftner says. “Determining how to implement new procedures is tougher than using tried-and-true methods. Our hope is that the guide will simplify things for practicing engineers looking for more cost-effective, sustainable, and locally sourced solutions.”

The study results also highlighted many of the benefits of engineered soil mixtures including the reuse of waste materials, reduced spending on sand and compost, lower transportation costs, and fewer environmental impacts of transporting material. 

Further research on the reuse of waste materials includes another multi-phased project incorporating biochar. The first phase of that project should be finished this summer, with the second phase kicking off in summer 2026.

—Krysta Rzeszutek, CTS digital editor

Related Resources

New Clear Roads Research: Dashboards for Improving Winter Operations

From Clear Roads, March 5, 2025

Transportation agencies collect vast amounts of data about their winter operations. Dashboards can help to summarize the information, measure performance, inform decision-making during winter weather events and improve planning for future storms.

This Clear Roads project examined the use of dashboards among transportation agencies to assess current strategies and identify innovative and effective practices. The results offer guidance to transportation agencies that are considering implementing or expanding their dashboard use to enhance winter maintenance operations.

Download the final report and two-page briefCR 22-05 – Use of Dashboards for Winter Operations, December 2024.

Clear Roads’ National Survey Compiles Tenth Year of Winter Maintenance Data

US map

Clear Roads has just published its tenth Annual Survey of State Winter Maintenance Data, which compiles winter resources, material and cost data from 41 states for the 2023-2024 winter season. The spreadsheet includes all submitted data, as well as calculated statistics, winter severity index data, and a United States map that displays many of these metrics. The spreadsheet also includes data from the previous nine surveys (winters 2014-2015 through 2022-2023) and displays averages and changes across winter periods.

Reprinted from Clear Roads, February 5, 2025

Clear Roads: Winter Maintenance Research Roundup

New from clearroads.org on December 11, 2024

  • Performance of Ultra-Thin Bonded Wearing Course (UTBWC) During Winter Snow Ice Events in Maryland, Maryland DOT, August 2024. Research Summary.
  • ODOT‘s Snow and Ice Performance Evaluation Tools, Ohio DOT, August 2024.
  • Development of the Nebraska Department of Transportation Winter Severity Index – Phase II, Nebraska DOT, May 2024. Final Report.
  • Evaluation of Methods for UDOT Brine Tank Condition Assessment, Utah DOT, January 2024. Final Report.

Webinar: Enter the Minnesota Build a Better Mousetrap Competition

Wednesday, January 8, 2025, 10:00–10:30 am

Join the Minnesota Build a Better Mousetrap Competition for the chance to win prizes and share your ideas with others! Show off your creativity and help other agencies solve problems by submitting your local innovations! This webinar covers how to enter, how you and other local agencies can benefit, and gives you the chance to meet previous Minnesota winners. The webinar is free, but registration is required.

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