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Tag "san francisco"

A team of students from Berkley has taken on the project of mental mapping San Francisco. It has turned in to a really interesting piece of research about how people see the city and how they imagine the city.

Using Mental Maps is nothing new it goes way back to Lynch and Gould and White, but it has not been used for a while and in combination with digital tools it could have a sort of revival. The great aspect on this project ‘Visualizing Mental Maps of San Francisco‘ by Rachelle Annechino and Yo-Shang Cheng is how they allow room for the method to breath the uncertainty of its nature. Mental Mapping is not about accuracy and precision, or truth and objectivity and to combine this with GIS or mapmaking is a very difficult task for not to say impossible.

San Francisco - Corridors
Image taken from Visualizing Mental Maps of SF / San Francisco’s Deadzones and Corridors is a map depicting both where the city’s “corridors” or main drags are, the neighborhood names associated with them and a measure of “neighborhood-ness” throughout the city (the residential density metric). The map has three layers: a choropleth (heatmap) of residential density in red tones, areas zoned for commercial activity in blue and street segments with verified commercial activity in yellow..

The essential thing is to give the playfulness a meaning and find a balance for mapping it in GIS. With this project it is not achieved in the detail, but in the overal construction, how the different sections combine and the picture the presented result paints.

“I think of San Francisco as being a bunch of main streets in small towns, all smushed next to each other.”

The project is the team’s final master project at the School of Information at University of California in Berkley. The link to the final project presentation can be found HERE and the very detailed report is HERE.

The findings are presented in seven groups and you would probably expect more Kevin Lynch influence, but they firmly hold up their own topics. Which is great, it’s over fifty years in between, but still from a urban planning perspective the five groups defined by lynch should at least have been challenged.

Their topics are Orientation: Which way is North? It doesn’t always have to be at the top of the page. Re-orient or dis-orient yourself in San Francisco. Corridors: Where are the hearts of each neighborhood? Barriers: Is it really that close? It’s not always as simple as it looks getting from one neighborhood to another in San Francisco. Boundaries: What neighborhood are you in? According to whom? Storymaps: Take a tour of the city, guided by the thoughts of locals. Game: Ready, set, go. Invisible bike race! Gallery: Draw a map or a picture of your neighborhood, however you see the space.

San Francisco - Boundaries
Image taken from Visualizing Mental Maps of SF / Visualising Neighbourhood areas from different sources. Some of the boundaries are firm and bold, where as other can be fuzzy and blurred.

The different topics each address an aspect and the project combines the data collected through participants with additional information such as landuse and density as for the Corridors, but also with various sources such as Wikipedia, Zillow and Craglist for the Boundaries. This creates an interesting mix that manages to minimise the burden usually put on the Mental Maps in terms of expectations. They play a lot better in combination. Especially the sequence on boundaries and the changes over time on Wikipedia is really an interesting aspect of the boundary definition and naming discussion.

San Francisco - Sketches
Image taken from Visualizing Mental Maps of SF / A Mental Map sketch by Victoria F., one of the participants of the study. She has been living in San Francisco for 23 years.

There is a lot about the city that has be pulled out using somehow unconventional combinations of techniques and it offers great access to ‘local’ knowledge of the place.

Via Roomthily

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Following the SFO aNCL, an update to the earlier San Francisco map was needed. The slight redesign of the map islands with changed key and added graphs of temporal elements. The exclusive islandification of the area is enforce with a new frame. This provides more visual stability, allowing for stronger vertical orientation.

San Francisco New City Landscape

Regarding the temporal elements, San Francisco is an evening city. The lefthand rose shows the twitter activity over the days of the week, starting with Sunday at the top, going clockwise. The rose on the right shows the tweet activity per hour of the day, starting at 00:00 at the top. Here we are showing local time in San Francisco. Hence the characteristic dip between three and five o’clock in the morning. San Francisco is a typical evening city with more activity in the late hours of the day. There is a lot more activity in the later hours of the day than there is in the mornings. Comparing to Bogotá for example, a morning city, SFO has this lag with a first peak around noon and then high activity between 20h00 and 23h00. After that it drops off quite quickly, being considerably lower around midnight reaching the base around 3 am.

sanFrancisco_timeRose

San Francisco New City Landscape

Image by urbanTick using the GMap Image Cutter / San Francisco New City Landscape – Use the Google Maps style zoom function in the top right corner to zoom into the map and explore it in detail. Explore areas you know close up and find new locations you have never heard of. Click HERE for a full screen view. The maps were created using our CASA Tweet-O-Meter, in association with DigitalUrban and coded by Steven Gray, this New City Landscape represents location based twitter activity.

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San Francisco is busy tweeting and this new animation of location based tweets in the Bay Area show actually how busy it is. Geo located tweets are shown as yellow circles that fade away by time, and re-tweets are shown as small yellow points moving onto a line connecting the location of the original tweet and the geo location of the re-tweeter.

The data used is the same as for the San Francisco New City Landscape (NCL) map. Where a virtual landscape was generated from the tweets. More details HERE. This new animated version shows in detail how the different centres ebb and flow as time passes. There are distinct characteristics between the location over times of the day. Basically the Bay bridge keeps it all together.

Interestingly the RT’s are a very specific day thing. During the night this information channel is not ver active and people seem to be busy tweeting their own stuff. In a sense this could be hinting at a more formal and business use of the RT function.

This animation is developed in collaboratively Anders Johansson and urbanTick. The data was collected using our CASA Tweet-O-Meter tool, coded by Steven Gray, in association with DigitalUrban.

There is more to come. We will be working our way through the NCL data collection of over 70 cities from around the world. Within the next week will be posting the next city to continue this aNCL (animated New City Landscape) series.

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The web based project Cabspotting traces San Francisco’s taxi cabs as they travel throughout the Bay Area. The patterns traced by each cab create a living and always-changing map of city life. This map hints at economic, social, and cultural trends that are otherwise invisible. The Exploratorium has invited artists and researchers to use this information to reveal these “Invisible Dynamics.”
They must have a great collection of GPS tracks as the project was launched in 2006. So is could be two and something years worth of tracking data. There are also some nice animation on their website. Some artists where invited to use the data for their work some of these examples are here. Two example movies from their visualisations.

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