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PUBLICATION
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MTI Report 03-03
Using Spatial
Indicators for Pre- and Post-Development Analysis of TOD Areas: A Case Study
of Portland and the Silicon Valley
Principal Investigator: Marc Schlossberg
The project, Using Spatial Indicators for Pre- and
Post-Development Analysis of TOD Areas: A Case Study of Portland and the Silicon Valley, seeks to achieve two main
objectives: 1) use a spatial temporal approach to determine whether transit-oriented
developments result in increased transit usage and 2) to develop spatial indicators of a fine grain
to evaluate the urban form of transit oriented development areas. The purpose of goal one is to test
whether TOD developments yield the transit goals originally sought. The purpose of goal
two is to determine whether there are characteristics of urban form that can be spatially
measured and to understand how such spatial indicators may link TOD theory to reality.
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ABSTRACT
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Understanding how smart growth theories are translated
into practice is an important endeavor for planners, researchers, and the general public to both evaluate past efforts and
to plan for new ones. This study uses a series of spatial indicators to visualize and quantify eight transit-oriented
development (TOD) areas in Portland and Silicon Valley. More specifically, this report uses a spatial-temporal analysis to measure
transit usage, urban form, and socio-demographic change prior and subsequent to the incorporation of light rail and
transit-oriented development policies in these two regions.
A particular focus of this research is on the consistency
of the urban mobility infrastructure with pedestrian access to the transit stops because the capacity for transit users to
walk to and from their transit point of entry is a critical component of the overall TOD concept. Three key techniques to
visualize and quantify walkability are presented: street network classification, pedestrian catchment areas, and
intersection intensities. While such measures have been used elsewhere, this paper introduces the idea of impedance, which is
incorporated into each of these measures presenting a refined method of analysis that distinguishes between an auto-oriented and
pedestrian-oriented street network.
The general results of this research show that: the change
to non-automotive use for work trips is mixed and that Portland is developing much more consistently with smart growth
principles than Silicon Valley. More specifically, the impedance based walkability analysis challenges some theoretical extents
of TOD theory, including: road types impact walkable service areas; actual areas of potential walkability are
dramatically smaller than theoretical areas, with irregular coverage patterns; major roads present spatial barriers between
areas of high connectivity and stations; and areas of high connectivity are often spatially separate from transit stops.
Finally, this report makes extensive use of geographic
information system (GIS) technology to both visually and quantitatively capture a series of phenomena related to
TOD areas. Focus has been placed on representing the visual images in ways that can enhance a broad understanding of the
issues and in an effort to enhance potential participation of a broader public into the smart growth policy making process–an area
of policy increasingly pursued in communities throughout the United States.
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ABOUT THE AUTHORS
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DR. MARC SCHLOSSBERG
Dr. Marc Schlossberg is an assistant professor of
Planning, Public Policy, and Management (PPPM) at the University of Oregon. He holds a B.B.A. in
Marketing from the University of Texas-Austin, an M.U.P.
in Urban and Regional Planning from San José State University, and a Ph.D. in Urban,
Technological, and Environmental Planning, with a
certificate in Transportation Logistics planning from the University of Michigan. Dr.
Schlossberg is also part of the STELLA (Sustainable
Transport in Europe and Links and Liaisons with America) thematic network as a
NextGen scholar, participating in a cross-Atlantic group of transportation
scholars in a variety of areas that intersect transportation and sustainability.
Dr. Schlossberg works more generally in the area of social planning,
focusing on a variety of topics in his research and teaching, including: GIS
and the nonprofit sector, GIS and public participation, visualizing accessibility,
social change, bicycle planning and the transportation disadvantaged.
EARL G. BOSSARD, PH.D., AICP
Dr. Bossard is a professor of Urban and Regional Planning
at San José State University. He holds a B.S. and a M.S. in economics from
the University of Wisconsin-Milwaukee, and a Ph.D. in City and Regional
Planning from Harvard. He has worked extensively on computer
applications for urban analysis and planning, with special emphasis on geographic
information systems, spreadsheets, and census data. He recently
produced the final report and oversaw the production of a Mineta
Transportation Institutefunded research project entitled Envisioning Neighborhood with
Transit-Oriented Development Potential (MTI Report 01-15). That work has
been futher transformed into book form and is in press with
ESRI Press.
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TECHNICAL
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MTI Report 03-03
Using Spatial
Indicators for Pre- and Post-Development Analysis of TOD Areas: A Case Study
of Portland and the Silicon Valley
Principal Investigator: Marc Schlossberg
Published: September 2004
Keywords: Community planning; Transit riders; Transportation planning; Urban
planning; Walking distance
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MTI
Report 03-03
Using Spatial Indicators for Pre- and
Post-Development Analysis of TOD Areas: A Case Study of
Portland and the Silicon Valley
Principal Investigator: Marc Schlossberg
Published: September 2004
Keywords: Community planning; Transit riders; Transportation
planning; Urban planning; Walking distance
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