All the Reasons to Map a City's Smells

"Smell-mapping" is gaining attention from urban planners, data scientists, and nature conservationists alike.

1 minute read

February 18, 2017, 5:00 AM PST

By Elana Eden


Dog Park

Sidra Monreal Photography / Shutterstock

Next week, artist Kate McLean will lead "smellwalks" through London, inviting participants to guess at mysterious scents and sniff strangers (with their consent.)

McLean is an artist, but her work is part of a data science project that could have implications for real estate and virtual reality tech. At GoodCityLife.org, researchers track keywords on social media to create digital "smellscapes"—color-coded maps marked red for emissions, green for nature, and so on.

Citymetric explores the possible applications of this work—like enhancing tours of national parks, or improving virtual reality technology by introducing "a full sphere of perceptions of a space."

And, if home values reflect "the positivity of the environment," smell-mapping could even affect real estate. One researcher hopes to work with cities on "interventions" in places with low-scoring smells, especially if those odors correspond to potential health risks. In part for that reason, the project measures a place's smell against people's perceptions of it, ranking places' "Likeability". For instance:

The Bayshore Freeway in San Francisco, for example, predominantly smells of emissions, according to the data … The emotion most commonly affiliated with the freeway is "sadness."

Tuesday, February 7, 2017 in Citymetric

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

Concrete Brutalism building with slanted walls and light visible through an atrium.

What ‘The Brutalist’ Teaches Us About Modern Cities

How architecture and urban landscapes reflect the trauma and dysfunction of the post-war experience.

February 28, 2025 - Justin Hollander

Complete Street

‘Complete Streets’ Webpage Deleted in Federal Purge

Basic resources and information on building bike lanes and sidewalks, formerly housed on the government’s Complete Streets website, are now gone.

February 27, 2025 - Streetsblog USA

Green electric Volkswagen van against a beach backdrop.

The VW Bus is Back — Now as an Electric Minivan

Volkswagen’s ID. Buzz reimagines its iconic Bus as a fully electric minivan, blending retro design with modern technology, a 231-mile range, and practical versatility to offer a stylish yet functional EV for the future.

March 3, 2025 - ABC 7 Eyewitness News

View of mountains with large shrubs in foreground in Altadena, California.

Healing Through Parks: Altadena’s Path to Recovery After the Eaton Fire

In the wake of the Eaton Fire, Altadena is uniting to restore Loma Alta Park, creating a renewed space for recreation, community gathering, and resilience.

March 9 - Pasadena NOw

Aerial view of single-family homes with swimming pools in San Diego, California.

San Diego to Rescind Multi-Unit ADU Rule

The city wants to close a loophole that allowed developers to build apartment buildings on single-family lots as ADUs.

March 9 - Axios

Close-up of row of electric cars plugged into chargers at outdoor station.

Electric Vehicles for All? Study Finds Disparities in Access and Incentives

A new UCLA study finds that while California has made progress in electric vehicle adoption, disadvantaged communities remain underserved in EV incentives, ownership, and charging access, requiring targeted policy changes to advance equity.

March 9 - UCLA Luskin Center for Innovation