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NCFRP
NATIONAL
COOPERATIVE
FREIGHT
RESEARCH
PROGRAM
REPORT 9
Sponsored by the
Research and
Innovative Technology
Guidance for Developing Administration
a Freight Transportation
Data Architecture
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TRANSPORTATION RESEARCH BOARD 2010 EXECUTIVE COMMITTEE*
OFFICERS
CHAIR: Michael R. Morris, Director of Transportation, North Central Texas Council of Governments, Arlington
VICE CHAIR: Neil J. Pedersen, Administrator, Maryland State Highway Administration, Baltimore
EXECUTIVE DIRECTOR: Robert E. Skinner, Jr., Transportation Research Board
MEMBERS
J. Barry Barker, Executive Director, Transit Authority of River City, Louisville, KY
Allen D. Biehler, Secretary, Pennsylvania DOT, Harrisburg
Larry L. Brown, Sr., Executive Director, Mississippi DOT, Jackson
Deborah H. Butler, Executive Vice President, Planning, and CIO, Norfolk Southern Corporation, Norfolk, VA
William A.V. Clark, Professor, Department of Geography, University of California, Los Angeles
Eugene A. Conti, Jr., Secretary of Transportation, North Carolina DOT, Raleigh
Nicholas J. Garber, Henry L. Kinnier Professor, Department of Civil Engineering, and Director, Center for Transportation Studies, University of
Virginia, Charlottesville
Jeffrey W. Hamiel, Executive Director, Metropolitan Airports Commission, Minneapolis, MN
Paula J. Hammond, Secretary, Washington State DOT, Olympia
Edward A. (Ned) Helme, President, Center for Clean Air Policy, Washington, DC
Adib K. Kanafani, Cahill Professor of Civil Engineering, University of California, Berkeley
Susan Martinovich, Director, Nevada DOT, Carson City
Debra L. Miller, Secretary, Kansas DOT, Topeka
Sandra Rosenbloom, Professor of Planning, University of Arizona, Tucson
Tracy L. Rosser, Vice President, Corporate Traffic, Wal-Mart Stores, Inc., Mandeville, LA
Steven T. Scalzo, Chief Operating Officer, Marine Resources Group, Seattle, WA
Henry G. (Gerry) Schwartz, Jr., Chairman (retired), Jacobs/Sverdrup Civil, Inc., St. Louis, MO
Beverly A. Scott, General Manager and Chief Executive Officer, Metropolitan Atlanta Rapid Transit Authority, Atlanta, GA
David Seltzer, Principal, Mercator Advisors LLC, Philadelphia, PA
Daniel Sperling, Professor of Civil Engineering and Environmental Science and Policy; Director, Institute of Transportation Studies; and Interim
Director, Energy Efficiency Center, University of California, Davis
Kirk T. Steudle, Director, Michigan DOT, Lansing
Douglas W. Stotlar, President and CEO, Con-Way, Inc., Ann Arbor, MI
C. Michael Walton, Ernest H. Cockrell Centennial Chair in Engineering, University of Texas, Austin
EX OFFICIO MEMBERS
Peter H. Appel, Administrator, Research and Innovative Technology Administration, U.S.DOT
J. Randolph Babbitt, Administrator, Federal Aviation Administration, U.S.DOT
Rebecca M. Brewster, President and COO, American Transportation Research Institute, Smyrna, GA
George Bugliarello, President Emeritus and University Professor, Polytechnic Institute of New York University, Brooklyn; Foreign Secretary,
National Academy of Engineering, Washington, DC
Anne S. Ferro, Administrator, Federal Motor Carrier Safety Administration, U.S.DOT
LeRoy Gishi, Chief, Division of Transportation, Bureau of Indian Affairs, U.S. Department of the Interior, Washington, DC
Edward R. Hamberger, President and CEO, Association of American Railroads, Washington, DC
John C. Horsley, Executive Director, American Association of State Highway and Transportation Officials, Washington, DC
David T. Matsuda, Deputy Administrator, Maritime Administration, U.S.DOT
Victor M. Mendez, Administrator, Federal Highway Administration, U.S.DOT
William W. Millar, President, American Public Transportation Association, Washington, DC
Tara O'Toole, Under Secretary for Science and Technology, U.S. Department of Homeland Security, Washington, DC
Robert J. Papp (Adm., U.S. Coast Guard), Commandant, U.S. Coast Guard, U.S. Department of Homeland Security, Washington, DC
Cynthia L. Quarterman, Administrator, Pipeline and Hazardous Materials Safety Administration, U.S.DOT
Peter M. Rogoff, Administrator, Federal Transit Administration, U.S.DOT
David L. Strickland, Administrator, National Highway Traffic Safety Administration, U.S.DOT
Joseph C. Szabo, Administrator, Federal Railroad Administration, U.S.DOT
Polly Trottenberg, Assistant Secretary for Transportation Policy, U.S.DOT
Robert L. Van Antwerp (Lt. Gen., U.S. Army), Chief of Engineers and Commanding General, U.S. Army Corps of Engineers, Washington, DC
*Membership as of October 2010.
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NATIONAL COOPERATIVE FREIGHT RESEARCH PROGRAM
NCFRP REPORT 9
Guidance for Developing
a Freight Transportation
Data Architecture
Cesar Quiroga
Nicholas Koncz
Edgar Kraus
Juan Villa
Jeffery Warner
Yingfeng Li
David Winterich
TEXAS TRANSPORTATION INSTITUTE
THE TEXAS A&M UNIVERSITY SYSTEM
College Station, TX
Todd Trego
Dunwoody, GA
Jeffrey Short
AMERICAN TRANSPORTATION RESEARCH INSTITUTE
Arlington, VA
Elizabeth Ogard
PRIME FOCUS, LLC
DePere, WI
Subscriber Categories
Data and Information Technology · Economics · Freight Transportation · Marine Transportation · Motor Carriers
Planning and Forecasting · Railroads
Research sponsored by the Research and Innovative Technology Administration
TRANSPORTATION RESEARCH BOARD
WASHINGTON, D.C.
2011
www.TRB.org
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NATIONAL COOPERATIVE FREIGHT NCFRP REPORT 9
RESEARCH PROGRAM
America's freight transportation system makes critical contributions Project NCFRP-12
to the nation's economy, security, and quality of life. The freight ISSN 1947-5659
transportation system in the United States is a complex, decentralized, ISBN 978-0-309-15523-6
and dynamic network of private and public entities, involving all Library of Congress Control Number 2010941126
modes of transportation--trucking, rail, waterways, air, and pipelines. © 2011 National Academy of Sciences. All rights reserved.
In recent years, the demand for freight transportation service has
been increasing fueled by growth in international trade; however,
bottlenecks or congestion points in the system are exposing the COPYRIGHT INFORMATION
inadequacies of current infrastructure and operations to meet the
Authors herein are responsible for the authenticity of their materials and for obtaining
growing demand for freight. Strategic operational and investment written permissions from publishers or persons who own the copyright to any previously
decisions by governments at all levels will be necessary to maintain published or copyrighted material used herein.
freight system performance, and will in turn require sound technical Cooperative Research Programs (CRP) grants permission to reproduce material in this
guidance based on research. publication for classroom and not-for-profit purposes. Permission is given with the
understanding that none of the material will be used to imply TRB, AASHTO, FAA, FHWA,
The National Cooperative Freight Research Program (NCFRP) is
FMCSA, FTA, RITA, or PHMSA endorsement of a particular product, method, or practice.
a cooperative research program sponsored by the Research and It is expected that those reproducing the material in this document for educational and not-
Innovative Technology Administration (RITA) under Grant No. for-profit uses will give appropriate acknowledgment of the source of any reprinted or
reproduced material. For other uses of the material, request permission from CRP.
DTOS59-06-G-00039 and administered by the Transportation Research
Board (TRB). The program was authorized in 2005 with the passage of
the Safe, Accountable, Flexible, Efficient Transportation Equity Act: A
Legacy for Users (SAFETEA-LU). On September 6, 2006, a contract to NOTICE
begin work was executed between RITA and The National Academies. The project that is the subject of this report was a part of the National Cooperative Freight
The NCFRP will carry out applied research on problems facing the Research Program, conducted by the Transportation Research Board with the approval of
the Governing Board of the National Research Council.
freight industry that are not being adequately addressed by existing
The members of the technical panel selected to monitor this project and to review this
research programs.
report were chosen for their special competencies and with regard for appropriate balance.
Program guidance is provided by an Oversight Committee comprised The report was reviewed by the technical panel and accepted for publication according to
of a representative cross section of freight stakeholders appointed by procedures established and overseen by the Transportation Research Board and approved
by the Governing Board of the National Research Council.
the National Research Council of The National Academies. The NCFRP
Oversight Committee meets annually to formulate the research The opinions and conclusions expressed or implied in this report are those of the
researchers who performed the research and are not necessarily those of the Transportation
program by identifying the highest priority projects and defining Research Board, the National Research Council, or the program sponsors.
funding levels and expected products. Research problem statements
The Transportation Research Board of the National Academies, the National Research
recommending research needs for consideration by the Oversight Council, and the sponsors of the National Cooperative Freight Research Program do not
Committee are solicited annually, but may be submitted to TRB at any endorse products or manufacturers. Trade or manufacturers' names appear herein solely
time. Each selected project is assigned to a panel, appointed by TRB, because they are considered essential to the object of the report.
which provides technical guidance and counsel throughout the life
of the project. Heavy emphasis is placed on including members
representing the intended users of the research products.
The NCFRP will produce a series of research reports and other
products such as guidebooks for practitioners. Primary emphasis will
be placed on disseminating NCFRP results to the intended end-users of
the research: freight shippers and carriers, service providers, suppliers,
and public officials.
Published reports of the
NATIONAL COOPERATIVE FREIGHT RESEARCH PROGRAM
are available from:
Transportation Research Board
Business Office
500 Fifth Street, NW
Washington, DC 20001
and can be ordered through the Internet at:
http://www.national-academies.org/trb/bookstore
Printed in the United States of America
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COOPERATIVE RESEARCH PROGRAMS
CRP STAFF FOR NCFRP REPORT 9
Christopher W. Jenks, Director, Cooperative Research Programs
Crawford F. Jencks, Deputy Director, Cooperative Research Programs
William C. Rogers, Senior Program Officer
Charlotte Thomas, Senior Program Assistant
Eileen P. Delaney, Director of Publications
Hilary Freer, Senior Editor
NCFRP PROJECT 12 PANEL
Catherine T. Lawson, State University of New York - Albany, Albany, NY (Chair)
Scott R. Drumm, Port of Portland (OR), Portland, OR
David L. Ganovski, David Ganovski & Associates, LLC, Berlin, MD
Kathleen L. "Kitty" Hancock, Virginia Polytechnic Institute and State University, Alexandria, VA
Ernest B. Perry, III, Missouri DOT, Jefferson City, MO
Ronald J. Duych, RITA Liaison
Rolf R. Schmitt, FHWA Liaison
Thomas Palmerlee, TRB Liaison
AUTHOR ACKNOWLEDGMENTS
The research reported herein was performed under NCFRP Project 12 by the Texas Transportation
Institute (TTI), Texas A&M University System, in collaboration with the American Transportation
Research Institute (ATRI), and Prime Focus LLC. TTI was the prime contractor for this study, with the
Texas A&M Research Foundation serving as Fiscal Administrator.
Cesar Quiroga, research engineer at TTI, was the principal investigator. The other authors of this report
are Nicholas Koncz, assistant research scientist at TTI; Edgar Kraus, associate research engineer at TTI;
Juan Villa, research scientist at TTI; Jeffery Warner, associate transportation researcher at TTI; Yingfeng
Li, assistant research scientist at TTI; David Winterich, research associate at TTI; Todd Trego, senior
research associate; Jeffrey Short, senior research associate at ATRI; and Elizabeth Ogard, president at Prime
Focus LLC.
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FOREWORD
By William C. Rogers
Staff Officer
Transportation Research Board
NCFRP Report 9: Guidance for Developing a Freight Transportation Data Architecture pre-
sents the requirements and specifications for a national freight data architecture to link myr-
iad existing data sets, identifies the value and challenges of the potential architecture, and
specifies institutional strategies to develop and maintain the architecture. The report is espe-
cially valuable for (1) its analysis of the strengths and weaknesses of a wide range of data
sources; (2) the development of a national freight data architecture definition that is scal-
able at the national, state, regional, and local levels; and (3) a better understanding of the
challenges that might block the implementation of a national freight data architecture as
well as candidate strategies for developing, adopting, and maintaining the data architecture.
This report lays the foundation for the development of such a data architecture.
Public and private decisionmakers must understand the freight transportation system, its
use, its role in economic development, its environmental impact, as well as other conse-
quences in order to respond effectively to growing logistical requirements for businesses and
households. This understanding draws on many disparate data sources covering commod-
ity movements, relationships among sectors of the economy, international trade, freight
traffic, supply chains, and transportation services and infrastructure. These data sources are
difficult to link into useful information because they are collected under various definitions
and time scales, geographic levels, and aspects of transportation. Efforts to bridge these dif-
ferences with analytical techniques or new data collections tend to be ad hoc or cover only
part of the freight transportation universe. Several studies and conferences by TRB have
called for a national freight data architecture to link existing data sets and guide new data
collections. However, none of these calls defined what is meant by data architecture or how
it would be designed and implemented.
Under NCFRP Project 12, the Texas Transportation Institute was asked to (1) review sys-
tems, databases, and architectures that might be used as a potential reference for the devel-
opment of a national freight data architecture; (2) develop a formal definition for a national
freight data architecture; (3) identify high-level categories of data architecture components;
(4) identify potential implementation approaches; (5) develop a list of specifications for the
freight data architecture; and (6) identify challenges and strategies related to the implemen-
tation of a national freight data architecture.
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CONTENTS
1 Summary
10 Chapter 1 Introduction
10 Background
15 Research Objectives
17 Chapter 2 Data Sources, Systems, and Architectures
17 Introduction
17 Data Sources
19 System and Architecture Review
46 General Observations and Lessons Learned
49 Chapter 3 Surveys, Interviews, and Peer Exchange
49 Introduction
51 Surveys and Interviews
55 Peer Exchange
58 Chapter 4 Outline and Requirements for a
National Freight Data Architecture
58 Introduction
58 Special Considerations
61 National Freight Data Architecture Definition
61 National Freight Data Architecture Value
62 National Freight Data Architecture Components
66 National Freight Data Architecture Specifications
72 Challenges and Strategies
76 Chapter 5 Conclusions and Recommendations
76 Introduction
76 Data Sources, Systems, and Architectures
77 Online Surveys, Interviews, and Peer Exchange
78 National Freight Data Architecture Definition
78 National Freight Data Architecture Value
79 National Freight Data Architecture Components
79 National Freight Data Architecture Recommendations and Specifications
79 Challenges and Strategies
82 References
90 Definition of Terms
92 Abbreviations, Acronyms, Initialisms, and Symbols
Note: Many of the photographs, figures, and tables in this report have been converted from color to grayscale
for printing. The electronic version of the report (posted on the Web at www.trb.org) retains the color versions.