What’s the Fairest Way to Deploy Electric Buses? Ask This Open-Source Map

While the deployment of electric buses can help mitigate the air quality impacts of public transportation, transit authorities often face budgeting constraints that center cost reduction rather than equity—until now.

1 minute read

August 17, 2021, 11:00 AM PDT

By rkaufman


Singapore Electric Bus

Singapore Buses / Flickr

From neighborhoods sliced through by highway construction to the most affordable neighborhoods often being located in industrial areas thanks to decades of segregation, marginalized groups across income, race, and employment suffer more from air pollution than white and wealthy populations.

While the deployment of electric buses can help mitigate the air quality impacts of public transportation, transit authorities often face budgeting constraints that center cost reduction rather than equity — until now.

University of Utah researcher and associate professor Xiaoyue Cathy Liu, in cooperation with the Utah Transit Authority (UTA), recently developed an open source, web-based modeling tool that lets urban, city, and transportation planners and more across the country explore various scenarios for deploying electric buses. The tool models the trade-offs that cities can expect when making decisions around introducing electric buses into a municipality’s fleet or increasing their use—everything from how many buses and chargers to buy to what routes to run them on and tradeoffs between cost, air quality, equity, among other parameters.

Tuesday, August 17, 2021 in Next City

portrait of professional woman

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching. Mary G., Urban Planner

I love the variety of courses, many practical, and all richly illustrated. They have inspired many ideas that I've applied in practice, and in my own teaching.

Mary G., Urban Planner

Cover CM Credits, Earn Certificates, Push Your Career Forward

Logo for Planetizen Federal Action Tracker with black and white image of U.S. Capitol with water ripple overlay.

Planetizen Federal Action Tracker

A weekly monitor of how Trump’s orders and actions are impacting planners and planning in America.

June 11, 2025 - Diana Ionescu

Rendering of Shirley Chisholm Village four-story housing development with person biking in front.

San Francisco's School District Spent $105M To Build Affordable Housing for Teachers — And That's Just the Beginning

SFUSD joins a growing list of school districts using their land holdings to address housing affordability challenges faced by their own employees.

June 8, 2025 - Fast Company

Yellow single-seat Japanese electric vehicle drivign down road.

The Tiny, Adorable $7,000 Car Turning Japan Onto EVs

The single seat Mibot charges from a regular plug as quickly as an iPad, and is about half the price of an average EV.

June 6, 2025 - PC Magazine

White Waymo autonomous car driving fast down city street with blurred background at night.

Seattle's Plan for Adopting Driverless Cars

Equity, safety, accessibility and affordability are front of mind as the city prepares for robotaxis and other autonomous vehicles.

3 hours ago - Smart Cities Dive

Two small wooden one-story homes in Florida with floodwaters at their doors.

As Trump Phases Out FEMA, Is It Time to Flee the Floodplains?

With less federal funding available for disaster relief efforts, the need to relocate at-risk communities is more urgent than ever.

5 hours ago - Governing

People riding bicycles on separated bike trail.

With Protected Lanes, 460% More People Commute by Bike

For those needing more ammo, more data proving what we already knew is here.

7 hours ago - UNM News