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04/11
13:13
Isochronic Singapore: A Dynamic City Transportation Map
Update: If you are interested in isochronic maps, I have more detailed explaination of the process in my graduate thesis Seeing Differently: Cartography for Subjective Maps Based on Dynamic Urban Data, and the source code (Processing) is on GitHub.
Last year I made my first attempt at isochronic map for the City of Paris, where the distance on map is proportional to travel time. Well, maps evolve.
Senseable City Lab is having this exciting exhibition Live Singapore! at Singapore Art Museum. We collaborated with Singapore government and companies of telecommunication, power, seaport, land transportation, etc. to create graphic visualizations that reveal Singapore’s urban dynamics.
In March I received the GPS location record of Singapore taxis of August, 2010. All taxis report their coordinates and availability status every few minutes during operation. Comparing to an animation of dense moving dots all over the map, I’m more interested in the underlying patterns of these activities and how they relate to the structure of land use and road layout.
Our brilliant scientist Chrisian Sommer built a network from this massive data and estimated the shortest travel time between every pair of places on an hourly basis. The data quality this time is far better than what I had for Paris (which was retrieved from Google Directions). It is dynamic, and it reflects real traffic condition. I used 290 control points over the city to distort the map. Selecting any of these points as origin, the other points will move away or towards it according to the travel time it takes to get there.
The final app runs on a big display controlled by a Magic Trackpad. Visitors can click anywhere on the map to see its animation through the month. This video demos the maps for the central business district and the airport. It is quite interesting to see the response to road density, the expansion of congested area and the travel time explosion when rush hour comes.
This isochronic map is one of the series of cognitive maps I’m developing – beyond objective projections, we are enabled to see what the city looks and feels to its residence. Maps may not be static anymore, but reflect the dynamic nature of contemporary cities. Also, maps can be dependent on the user (location-based in this case) – they are now about individuals.
Followed by an introduction teaser to the whole event. I also did the anthropogenic heating one. The other beautiful visualizations are credited to Aaron Siegel and Oliver Senn.
Tools used: R, Processing, Illustrator
Collaborators: Christian Sommer, Kristian Kloeckl

Yong Le
May 8, 2011
2:57 am
Hi
Me and my group-mates are pursuing a diploma in visual communication. And recently we had the chance to visit your Isochronic Singapore exhibition at the Singapore Art Museum. We are currently doing a report on it for our info-graphic module.
We had just read this post and we were hoping if you could give us your point of view as a designer.
We’d really appreciate your comment and hope that you’ll be able to get back to us soon.
Cheers!
Xiaoji
May 9, 2011
2:08 pm
Sure. You can send me your questions by email.
Singapore City Maps - ASIA DESIGN PORTAL – ASIA DESIGN PORTAL
July 10, 2011
6:08 pm
[...] Xiaoji Chen’s Design Weblog » Isochronic Singapore: A Dynamic City … Description : Last year I made my first attempt at isochronic map for the City of Paris, where the distance on map is proportional to travel time. Well, maps evolve. Senseable City Lab is having this exciting exhibition Live Singapore! at Singapore … http://xiaoji-chen.com/blog/20 .. [...]
Distorted Maps Visualize Congestion and Pollution | TheCityFix
August 24, 2011
12:00 pm
[...] Chen, a graduate of the Massachusetts Institute of Technology, created isochronic maps of Paris and Singapore that represent distance on a map proportionally to travel time. The distorted maps show that the [...]
ADRIANNE WORTZEL
June 16, 2012
11:32 am
For a presentation on dynamic systems i am doing at the annual International Society for Electronic Art in New Mexico in September, is it possible I can have a playable copy of at least the first video on this page? By the way, this work is fantastic. Full credit will be given.
-Adrianne Wortzel
ADRIANNE WORTZEL
June 16, 2012
11:33 am
p.s. I need to incorporate into powerpoint or keynote, i.e, believe it or not there may not be a working connection where I am speaking…
Thank you.