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

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, 2025 - Axios

Canadian flag in foreground with blurred Canadian Parliament building in background in Ottawa, Ontario, Canada.

Has President Trump Met His Match?

Doug Ford, the no-nonsense premier of Canada's most populous province, Ontario, is taking on Trump where it hurts — making American energy more expensive.

March 11, 2025 - Toronto Star

Close-up of green ULEZ sign in London, UK.

Study: London ULEZ Rapidly Cleaning up Air Pollution

Expanding the city’s ultra low-emission zone has resulted in dramatic drops in particle emissions in inner and outer London.

March 10, 2025 - Smart Cities World

Close-up of electric bus being charged with portable charger.

Zero-Emission Bus Fleets Grow, But Federal Funding Is in Jeopardy

Transit agencies around the country have purchased over 7,000 zero-emission buses, but a federal program that funds the shift could be eliminated under the new administration.

March 17 - Smart Cities Dive

Aerial view of suburban housing near Las Vegas, Nevada.

HUD Announces Plan to Build Housing on Public Lands

The agency will identify federally owned parcels appropriate for housing development and streamline the regulatory process to lease or transfer land to housing authorities and nonprofit developers.

March 17 - The Wall Street Journal

Blue Connect 1 bus at nighttime in Milwaukee, Wisconsin

Wisconsin Governor Opens Window for Regional Transit Authority

The proposed state budget includes a provision that allows local governments to establish a dedicated transit tax.

March 17 - Urban Milwaukee

Urban Design for Planners 1: Software Tools

This six-course series explores essential urban design concepts using open source software and equips planners with the tools they need to participate fully in the urban design process.

Planning for Universal Design

Learn the tools for implementing Universal Design in planning regulations.