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Land Development
Risk Analysis for the Statewide Mobility System
A new phase of this project focusing on land
development risk in the Statewide Mobility
System was started in October 2009. Work
related to the previous phase (ending July 2009)
relating to risk of land development adjacent to
transportation corridors with training and
implementation of fourteen Virginia regions can
be accessed
here.
This effort will
develop and test a model to forecast ten-year
land development on the 5,700-mile Statewide
Mobility System. The effort will integrate
diverse sources of data in a map-based approach:
population and employment, conservation and
preservation and other defined-use parcels,
geometry and terrain, and real-estate
transactions. The effort will compare the
forecasts to existing access-point densities.
The resulting capability will provide improved
awareness for VDOT of where needed
transportation improvements are influenced by
land development and support for VDOT in a
process to minimize the impacts of land
development to transportation systems.
This research is performed by the University
of Virginia Center for Risk Management of
Engineering Systems sponsored by the
Transportation and Mobility Planning Division of
the Virginia Department of Transportation, and
by the Virginia Transportation Research Council.

Overview Materials:
Project Overview (January 5, 2011 Institute
for Business and Finance Research-Las Vegas, NV)
Steering Committee Update with
Capstone (December 15, 2010-Richmond, VA)
Project Overview (December 8, 2010 Society
for Risk Analysis Annual Meeting-Salt Lake City,
Utah)
Project Overview (October 28, 2010
Multimodal Strategic Transportation
Planning-Richmond, VA)
Project Overview (October 27, 2010
Transportation Planning Research Advisory
Committee-Charlottesville, VA)
Steering Committee Update (August 27,
2010-Richmond, VA)
Recent Maps and Output (Summer 2010)
Project Overview (May 25, 2010
TPRAC-Charlottesville, VA)
Steering Committee Update (April 22, 1010)
Overview Presentation (March 12, 2010 51st
Annual Transportation Research Forum
Conference-Arlington, VA)
Overview presentation (October 9, 2009
VASITE-Wintergreen, VA)
Scope of Work (Oct 1, 2009 Proposal)
Project Milestones
September 2009
September 17, 2009 – Project Initiation Meeting
– Charlottesville, VA
September 29. 2009 – Project Initiation Meeting
– Charlottesville, VA
October 2009
October 6, 2009 – Initial VDOT SPS data transfer
October 9, 2009 - Virginia Section Institute of
Transportation Engineers – Wintergreen, VA
October 22, 3009 - Preliminary Data Meeting –
Richmond, VA
October 29, 2009 - TPRAC Update –
Charlottesville, VA
November 2009
November 10, 2009 – Developed Bayesian Network
methodology for forecasting
November 13, 2009 - UVA Risk Center presentation
of proposed methodology – Charlottesville, VA
NNovember 13, 2009 – SCAN proposal submitted to
FHWA/AASHTO
December 2009
December 8, 2009 – Researched data from HUD
databases
December 15, 2009 – Transportation Research
Forum abstract submitted
December 31, 2010 – Transportation Research
Forum conference paper prepared
January 2010
January 13, 2010 – Meeting with UVA Scholars Lab
– Charlottesville, VA
January 20, 2010 – Initial charts/maps created
for analysis
January 24 , 2010 – Discussed data needs with
various GIS data warehousing companies
January 30 , 2010 – Data requirements and
availability list completed
February 2010
February 3, 2010 – Identified Virginia
population projections from the Virginia
Workforce Connection using data received from
the US Census estimates.
February 9, 2010 – UVA Scholars Lab GIS data
transfer
February 22, 2010 – VDOT SPS data transfer
February 24, 2010 – Updated charts/maps created
and analyzed with recently obtained data
February 28, 2010 - Developed proposed
risk-based decision analysis framework
March 2010
March 1, 2010 - Identified and processed
relevant elevation data from United States
Geological Survey for use in proposed
methodology calculations
March 5, 2010 - Performed initial ranking
analyses of given data in GIS (using home
values, population/projections, slopes,
landmarks, etc.)
March 11, 2010 - Final revisions completed for
Transportation Research Forum conference paper
March 12, 2010 - Transportation Research Forum
presentation – Arlington, VA: Thekdi, Shital,
James H. Lambert, Marsha Fiol, Robin Grier, Chad
Tucker. Risk-Based Forecasts of Land Development
for Protection of Mobility Options of People and
Goods. 51st Annual Transportation Research
Forum. Arlington, VA. March 12, 2010.
April 2010
April 2, 2010 – Identified Bureau of
Economic Analysis Bearfacts containing
information on personal income trending by
region
April 8, 2010 – Printed posters with maps
showing rankings and preliminary data analysis
(3April 22, 2010 – Steering committee meeting
update
May 2010
May 14, 2010 - Methodology update using
steering committee meeting findings
May 25, 2010 - TPRAC update
May 30, 2010 - Refined methodology to use Census
blocks, greater use of NLCD land change data
between 1999 and 2001
June 2010
June 18, 2010 - Identified new (early 2010
startup) land cover trends project by the US
Geological Survey utilizing NLCD data
June 28, 2010 - Refined methodology utilizing
reliability analysis to predict time to
development
July 2010
July 30, 2010 - Presentation prepared for
the Society for Risk Analysis:
Modeling Risk and Avoiding Regret of Adjacent
Land Development for Transportation and
other Infrastructure Systems. Student
Merit Competition - Society for Risk June 31,
2010 - Further refined methodology utilizing
markov modeling
August 2010
August 20, 2010 – Refined methodology and
updated charts/maps
August 27, 2010 – Steering Committee Update,
Richmond, VA
August 26, 2010 – Capstone team formed
September 2010
September 20, 2010 – Potential access point
counting processes analyzed
September 30, 2010 – Addition of fuzzy logic to
theoretical approach
September 30, 2010 – Draft of related paper to
Risk Analysis: An International Journal
completed
October 2010
October 21, 2010 – Four additional multiple
perspective charts/maps
October 25, 2010 – Steering Committee Update,
Charlottesville, VA
October 27, 2010 – Transportation Planning
Research Advisory Committee, Charlottesville, VA
October 28, 2010 - Multimodal Strategic Planning
Meeting, Richmond, VA
November 2010
November 12, 2010 – 95% of access points
counted and marked in shareable GIS file for
Statewide Mobility System and Corridors of
Statewide Significance
November 20, 2010 - Preliminary analysis of
the access points points that have been counted
to date
December 2010
December 8, 2010 – Made presentation on this
effort at the Society for Risk Analysis 2010
Annual Meeting, Salt Lake City, Utah
December 8, 2010 – National Award--Society for
Risk Analysis Student Merit Competition, A
student paper on this effort by Shital Thekdi et
al. was awarded Best Student Paper by the
Engineering Infrastructure Specialty Group
December 9, 2010 – Attended Governor’s
Transportation Conference, discussed progress
with TMPD sponsors, Roanoke, VA
December 12, 2010 – Developed additional maps
and charts to integrate land development model
with latest access point analysis
December 15, 2010 – Steering Committee update,
Richmond, VA
January 2011
January 5, 2011 – The Institute for Business
and Finance Research 2011 Winter Global
Conference on Business and Finance, Las Vegas,
Nevada
Plans for future effort January 2011 -
Summer 2011
April 10, 2011 – INFORMS Conference on Business
Analytics and Operations Research
April 29, 2011 - IEEE Systems and Information
Engineering Design Symposium (SIEDS'10)
Refine methodology
Test methodology
Make trainings and presentations
Migrate results to a website to enable use by
localities and regions
Develop recommendations for further
implementation
Steering Committee for the Effort:
Chad
Tucker, TMPD, VDOT
Robin Grier, TMPD, VDOT
Marsha Fiol, TMPD, VDOT
Rick Tambellini, VDOT
Brad
Shelton, VDOT
Amy O'Leary, VTRC
John
Miller, VTRC
Mike
Perfater, VTRC
Mary
Lynn Tischer, Director, Virginia Office of
Intermodal Planning and Investment
Katherine Graham, TMPD
Contact Information
James H. Lambert
Associate Director, University of Virginia
Center for Risk Management of Engineering
Systems
Research Associate Professor of Systems
Engineering
(434) 982-2072 (office)
(434) 924-0960 (office manager)
(434) 924-0865 (fax)
(434) 979-4490 (home)
Email:
lambert@virginia.edu
Center for Risk Management of Engineering
Systems
112 Olsson Hall, University of Virginia
Charlottesville, Virginia 22903-2442 USA
Telephone: (434) 924-0960 Fax: (434) 924-0865
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