A
AIA CES Credits
/aiacescredits
AV Office
321M Fayerweather Hall
Christopher Day, Kane H. Chiang, Ben Goldie
/audio-video-off…
Abstract Publication
415 Avery Hall
Ilana Curtis
/abstract
Academic Affairs
400 Avery Hall
Danielle Smoller
/academic-affair…
Academic Calendar, Columbia University
http://registrar…
Academic Calendar, GSAPP
/academic-calend…
Admissions Office
407 Avery Hall
1172 Amsterdam Avenue
New York, New York 10027
Steffen Boddeker, Sara Konekeo, Monisola Fakiyesi
/admissions
Advanced Standing Waiver Form
Must be printed and returned to 400 Avery Hall
https://d37vpt3x…
Alumni Board
/alumni/board
Alumni Office
405 Avery Hall
1172 Amsterdam Avenue
New York, New York 10027
Leah Cohen, Esther Turay, Elizah Laurenceau
/alumni/contact
Architecture Studio Lottery
/architecture-st…
Assistantships
/assistantships
Avery Library
300 Avery Hall
1172 Amsterdam Avenue
New York, NY 10027
http://library.c…
Avery Review
Joanna Joseph, Isabelle Kirkham-Lewitt
http://averyrevi…
Avery Shorts
Isabelle Kirkham-Lewitt, Joanna Joseph
http://www.avery…
B
Black Student Alliance at Columbia GSAPP
/bsa
Building Science & Technology Waivers
/building-tech-w…
Bulletin Archive
/bulletin-archiv…
C
Career Services
300M Avery Hall
Karen Cover, Rebecca Andersen Polimeda, Douglas Woodward, Sarahgrace Godwin
/career-services…
Columbia Books on Architecture and the City
Isabelle Kirkham-Lewitt, Joanna Joseph, Meriam Soltan, Isabelle Tan
/books
Commencement
/commencement
Communications Office
415 Avery Hall
Steffen Boddeker, Lucy Krebsbach, Ilana Curtis
/communications-…
Conversations podcast
/conversations
Counseling and Psychological Services
http://health.co…
Courses
/courses
Credentials Verification
/credentials-ver…
Credit Transfer
/credit-transfer…
Cross Registration
/cross-registrat…
D
Dean’s Letter
/deans-letter
Dean’s Office
402 Avery Hall
1172 Amsterdam Avenue
New York, NY 10027
Janet Reyes, Sonya Marshall, Nicholas Roberts, Caio Major, Matthew Colunga
/deans-office
Development Office
404 Avery Hall
Leah Cohen, Esther Turay, Elizah Laurenceau
/development-off…
Directory of Classes (All Columbia University)
http://www.colum…
Disability Services
http://health.co…
Dodge Fitness Center
3030 Broadway Dodge
https://perec.co…
Dual Degree Program Requirements
/dual-degree-req…
E
End of Year Show
/eoys
Events Office
415 Avery Hall
Steffen Boddeker, Lucy Krebsbach
/events-office
External Funding Sources
/admissions/tuit…
F
Faculty Directory
/faculty
Feedback
/feedback
Finance Office
406 Avery Hall
Janet Reyes, Kristina Camaj, Amanda Seitz
/finance-adminis…
Fitch Colloquium
Sarahgrace Godwin, Jorge Otero-Pailos
/fitch
Future Anterior Journal
Jorge Otero-Pailos, Sarahgrace Godwin
/future-anterior…
G
GSAPP Community Fellowship Program
Alade S. McKen
/anti-racism-act…
GSAPP Emergency Fund
/gsapp-emergency…
GSAPPX+
/gsappxxplus
Grades
/grades
Graduation
/commencement
Graphics Project
Yoonjai Choi
/graphics-projec…
H
Honor System
/honor-system
Human Resources
Elizabeth Alicea, Amanda Seitz
/finance-human-r…
Hybrid Pedagogy Resources
/hybrid-pedagogy…
I
IT Helpdesk Ticket, GSAPP
https://bit.ly/2…
IT Office, GSAPP
Ben Goldie, Alvaro Gamboa, Christopher Hou, Roberto Marsach Jr., Nicholas Martucci, Diego Patino Toro, Hannette Un
/it-support
IT, Columbia University (CUIT)
http://cuit.colu…
Identity
/identity
Incubator Prize
/research/gsapp-…
International Students and Scholars Office (ISSO)
http://www.colum…
N
News and Press Releases
/news
Newsletter Sign Up
https://columbia…
Non-Discrimination Statement and Policy
/non-discriminat…
O
Onera Prize for Historic Preservation
/onera-prize
Online Admissions Application
GSAPP Admissions 407 Avery Hall
https://apply.gs…
Output Shop
116 Avery Hall
1172 Amsterdam Avenue
New York, NY 10027
Carlito Bayne, Sherly Orilas
/output-shop
Ownership of Student Work Policy
/ownership-of-wo…
P
Paris Prize, Buell Center
/buell-paris-pri…
Paul S. Byard Memorial Lecture Series
/byard-lectures
Percival & Naomi Goodman Fellowship
/goodman-fellows…
Plagiarism Policy
/plagiarism-poli…
Policies & Resources
/policies-resour…
Press Releases
/news
Publications Office
415 Avery Hall
1172 Amsterdam Avenue
New York, New York 10027
Isabelle Kirkham-Lewitt, Joanna Joseph, Meriam Soltan
/books
R
Registration
/registration
Registration: Add / Drop Form
https://docs.goo…
Room Reservations
/room-reservatio…
S
STEM Designation
/stem
Satisfactory Academic Progress
/satisfactory-ac…
Scholarships
/admissions/tuit…
Skill Trails
Dan Taeyoung
https://skilltra…
Student Affairs
400 Avery Hall
Danielle Smoller, Emily Dennis
/student-affairs…
Student Awards
/student-awards
Student Conduct
/student-conduct…
Student Council (All Programs)
/student-council…
Student Financial Services
http://sfs.colum…
Student Health Services at Columbia
http://health.co…
Student Organization Handbook
/books/catalog/5…
Student Organizations
/student-organiz…
Student Services Center
205 Kent Hall
https://ssc.colu…
Student Services Online (SSOL)
https://ssol.col…
Student Work Online
/student-work
Studio Culture Policy
/architecture-st…
Studio Procedures
/studio-procedur…
Summer Workshops
/summer-workshop…
Support GSAPP
https://arch.giv…
Urban Data: Parking in the Ala Moana Neighborhood and its Impact on Mobility
Urban Data Workshop
Urban Data Workshop
Urban Data Workshop
Urban Data Workshop
Urban Data Workshop
Urban Data Workshop
Urban Data Workshop
Urban Data Workshop
Research Question
Studies have demonstrated the detrimental effects that carbon monoxide emissions from motor vehicles have on air quality. On- and off-street parking have largely been a responsive municipal service. With the emergence of new technology and the immediacy of the climate change horizon, decisions at the local level can help increase citizens’ awareness of alternative options as well as set the criteria for forward-thinking parking regulations and mobility systems change. Can new technologies automate the collection of parking spaces in urban environments and which methods are suitable for which tasks?
Methodology
Data Collection
- Obtain and use any existing information
- Inventory of parking spaces(off and on street)
- Classification of parking spots (public/private)
- Identify payment/revenue for parking
- Possibly usage/volume/operations
Make Data Available
- Make a spatial data set (GIS-based)
- Join attribute data of parking
Automation
- Sensors
- Drones
- Satellite imagery
- Computer Vision Algorithms
Validation
- Compare results from the machine learning models with ground truth data
Output and Findings
A short report of methods and outcomes is available here.
Other 2019 workshops
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Al Makassed, Beirut Islamic Society of Benevolent Intentions, A Patron of Modern Architecture |
Beirut, Lebanon |
Jul 16, 2019 – Aug 2, 2019
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FAST FORM/WORK : Casting a Sustainable Future |
Zurich, Switzerland |
Jun 30, 2019 – Jul 21, 2019
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The Green Dip: Covering the City with a Forest |
Rotterdam, The Netherlands |
Jul 5, 2019 – Jul 15, 2019
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Sustainable Building Renovation in the Tropics |
Havana, Cuba |
Jun 17, 2019 – Jun 27, 2019
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Circular Cities |
London, UK |
Jun 11, 2019 – Jun 16, 2019
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