Tracking Mobility in New York City

A new program uses sensors to detect how people move and using which modes, but road safety advocates argue the city already knows how to make streets safer for vulnerable users.

2 minute read

April 17, 2023, 5:00 AM PDT

By Diana Ionescu @aworkoffiction


Pedestrians crossing a busy crosswalk on New York City street with tall buildings in background

Ryan DeBerardinis / Shutterstock

A New York City pilot program uses a new type of streetlight-mounted sensor to track how people get around the city in order to better understand mobility patterns and inform transportation planning decisions, writes Alissa Waker in Curbed.

“The sensors sort movement into one of nine modes: pedestrian, bike, e-scooter, motorcycle, car, van, light truck, semi-truck, and bus,” revealing an interesting set of patterns often invisible to casual observers. Like paths etched into snowy streets, the sensor maps show “desire lines,” the paths that pedestrians, cyclists, and other road users take to make travel more convenient that may not align with existing infrastructure. “And instead of waiting for real-world crash data should two modes collide, the sensor’s ability to track near misses — where two paths almost cross but don’t — has the potential to identify a dangerous spot before someone gets hurt.”

The program was implemented because “Understanding how people use streets is crucial information for transportation planners to recommend adaptive changes (a wider bike lane, a mid-block crosswalk), but the accuracy of the tools the city uses to capture these patterns of movement varies widely from pneumatic tubes on the ground to observational hand counts.” But as Walker points out, “the city already knows a lot about how to proactively prevent crashes: by slowing drivers down and making more space for pedestrians, cyclists, and transit riders. New data, even with the capacity to track such granular contortions of movement, won’t do much to make people feel safer if the city continues to drag its feet on how it implements its own stated goals for fixing its streetscapes.”

Thursday, April 13, 2023 in Streetsblog USA

Young Professional

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 and Environmental 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 and Environmental Planner

Get top-rated, practical training for planners

"Planetizen federal action tracker" logo superimposed over black and white image of US Capitol dome.

Planetizen Federal Action Tracker

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

September 16, 2026 - Zachary Whalen

Overlapping highways

The state-sanctioned urbicide of Austin

People don’t kill cities. Freeways do.

September 8, 2026 - Benjamin Schneider

The Hoover Dam blocking the Colorado River. The river's water level is noticeably low. The cliffs surrounding the blue water are brown and jagged.

US to reduce Colorado River water deliveries to Mexico

A new Colorado Treaty amendment reduces Mexico’s Colorado River water allocation by 250,000 acre feet.

September 11, 2026 - The Arizona Republic

A cluster of wind turbines beneath a stormy sky, above a forest where the leaves are beginning to change colors.

5 New England states march closer to 800 megawatt wind energy project

Securing federal approval for the project may be complicated under the Trump administration, which has historically been hostile towards domestic wind power.

September 16 - Inside Climate News

People boarding a bus on Maryland's Orange Route.

Baltimore to break ground on $50 million Transit Priority Project

The project will bring faster bus trips, safer streets and better bike connections to Baltimore.

September 16 - Mass Transit

A brick building with a circular sign with the Airbnb logo hanging off of it.

Airbnb launches $250 million 'last-dollar financing' housing accelerator, makes first investment in Austin

The company will put $6.4 million towards affordable housing development in Texas’ capital.

September 16 - Smart Cities Dive

FREE Course: Walkable City 1: Why Walkability?

After describing his path towards focusing on walkability as the essence of good planning, Jeff Speck marches through his five principal reasons for making more walkable places.

Reinventing Malls: Planning Alchemy—Turning Gray Fields Into Gold

The course focuses on the opportunities and imperatives that shape reinvention of mall sites.