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

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

Get top-rated, practical training

Red 1972 Ford Pinto with black racing stripes on display with man sitting in driver's seat.

Analysis: Cybertruck Fatality Rate Far Exceeds That of Ford Pinto

The Tesla Cybertruck was recalled seven times last year.

July 2, 2025 - Mother Jones

Close-up of park ranger in green jacket and khaki hat looking out at Bryce Canyon National Park red rock formations.

National Parks Layoffs Will Cause Communities to Lose Billions

Thousands of essential park workers were laid off this week, just before the busy spring break season.

February 18, 2025 - National Parks Traveler

Paved walking path next to canal in The Woodlands, Texas with office buildings in background.

Retro-silient?: America’s First “Eco-burb,” The Woodlands Turns 50

A master-planned community north of Houston offers lessons on green infrastructure and resilient design, but falls short of its founder’s lofty affordability and walkability goals.

February 19, 2025 - Greg Flisram

Screenshot of shade map of Buffalo, New York with legend.

Test News Post 1

This is a summary

0 seconds ago - 2TheAdvocate.com

Red 1972 Ford Pinto with black racing stripes on display with man sitting in driver's seat.

Analysis: Cybertruck Fatality Rate Far Exceeds That of Ford Pinto

The Tesla Cybertruck was recalled seven times last year.

18 minutes ago - Mother Jones

test alt text

Test News Headline 46

Test for the image on the front page.

March 5 - Cleantech blog