Skip to main content
Intended for healthcare professionals
Restricted access
Research article
First published January 2005

Geographical Characterization of Ship Traffic and Emissions

Abstract

The Commercial Marine Vessel Traffic and Air Emissions Model (CMV-TAEM) estimates and geographically represents offshore vessel traffic and emissions based on actual shipping activities. The CMV-TAEM has three modules: ship traffic, ship emissions, and policy analysis. The model establishes empirical ship traffic network on the basis of ship observations derived from the International Comprehensive Ocean-Atmosphere Data Set and shipping activity records. Geographical representations of ship traffic intensities and emissions can be produced through the math-ematic manipulation of matrices of ship traffic network, shipping activity, and ship characteristic data. Overall, although seasonal changes are apparent, the global ship traffic pattern does not change much annually. The ship traffic pattern changes regionally, with a net increase in some areas and net decrease in others. Multiple-year observations are combined to make traffic patterns for major shipping lanes smoother and clearer. Results indicate that 84.5% of global ship traffic occurs north of the equator and two-thirds of global ship traffic within 200 nautical miles of the shore. About 10% of global ship traffic occurs in U.S. coastal waters; shipping along the East Coast accounts for more than one-fifth of the U.S. coastal traffic. Adequate data are available to determine ship activities and ship attributes and to implement the model.

Get full access to this article

View all access and purchase options for this article.

References

1. Corbett J. J., Fischbeck P. S., and Pandis S. N. Global Nitrogen and Sulfur Emissions Inventories for Oceangoing Ships. Journal of Geophysical Research, Vol. 104, No. D3, 1999, pp. 3457–3470.
2. Corbett J. J., and Koehler H. W. Updated Emissions from Ocean Shipping. Journal of Geophysical Research, Vol. 108, No. D20, 2003, p. 4650.
3. Commercial Marine Activity for Deep Sea Ports in the United States: Final Report. Prepared by ARCADIS Geraghty & Miller, Inc., for the U.S. Environmental Protection Agency (EPA), Office of Mobile Sources, Assessment and Modeling Division, Ann Arbor, Mich., 1999. www.epa.gov/otaq/models/nonrdmdl/c-marine/r99020.pdf. Accessed February 22, 2004.
4. Corbett J. J., and Fischbeck P. S. Emissions from Ships. Science, Vol. 278, No. 5, 339, 1997, pp. 823–824.
5. Olivier J. G. J., Berdowski J. J. M., Peters J. A. H. W., Bakker J., Visschedijk A. J. H., and Bloos J. J. Applications of EDGAR. RIVM Report 773301001/NRP Report 410 200 051. National Institute for Public Health and the Environment (RIVM), Bilthoven, and Netherlands Organisation for Applied Scientific Research (TNO), Appeldorn, Netherlands, 2002. www.rivm.nl/bibliotheek/rapporten/410200051.pdf. Accessed December 12, 2003.
6. Streets D. G., Carmichael G. R., and Arndt R. L. Sulfur Dioxide Emissions and Sulfur Deposition from International Shipping in Asian Waters. Atmospheric Environment, Vol. 31, No. 10, 1997, pp. 1573–1582.
7. Streets D. G., Guttikunda S. K., and Carmichael G. R. The Growing Contribution of Sulfur Emissions from Ships in Asian Waters, 1988–1995. Atmospheric Environment, Vol. 24, No. 26, 2000, pp. 4425–4439.
8. Endresen Ø., Sørgård E., Sundet J. K., Dalsøren S. B., Isaksen I. S. A., Berglen T. F., and Gravir G. Emission from International Sea Transportation and Environmental Impact. Journal of Geophysical Research, Vol. 108, No. D17, 2003, p. 4560.
9. Quantification of Emissions from Ships Associated with Ship Movements Between Ports in the European Community: Final Report. Prepared for the European Commission by Entec U.K. Limited. European Commission, Brussels, Belgium, 2002. Available from europa.eu.int/comm/ environment/air/background.htm#transport. Accessed January 8, 2003.
10. Commercial Marine Activity for Great Lake and Inland River Ports in the United States: Final Report. Prepared for the U.S. Environmental Protection Agency (EPA) by ARCADIS Geraghty & Miller, Inc., Assessment and Modeling Division, Office of Mobile Sources, U.S. EPA, 1999. www.epa.gov/otaq/models/nonrdmdl/c-marine/r99019.pdf. Accessed February 22, 2004.
11. Woodruff S. D., Diaz H. F., Elms J. D., and Worley S. J. COADS Release 2 Data and Metadata Enhancements for Improvements of Marine Surface Flux Fields. Physics, Chemistry, and Earth Sciences, Vol. 23, No. 5-6, 1998, pp. 517–526.
12. National Waterway Network Meta Data. Waterborne Commerce Statistics Center, U.S. Army Corps of Engineers, New Orleans, La., 2004. www.iwr.usace.army.mil/ndc/data/dictionary/ddnwn.htm. Accessed July 26, 2004.
13. Vessel Entrances and Clearances. Waterborne Commerce Statistics Center, U.S. Army Corps of Engineers, New Orleans, La., 2004. www.iwr.usace.army.mil/ndc/data/dataclen.htm. Accessed July 26, 2004.
14. Eddington L., and Rosenthal J. The Frequency of Offshore Emissions Reaching the Continental United States Coast Based on Hourly Surface Winds from a 10-Year Mesoscale Model Simulation. U.S. Navy, Geophysics Branch, Test Operations Division and Naval Air Systems Weapons Division, Point Mugu, Calif., 2003.
15. Lawrence M., and Crutzen P. Influence of NOx Emissions from Ships on Tropospheric Photochemistry and Climate. Nature, Vol. 402, No. 6,758, 1999, pp. 167–170.
16. Capaldo K. P., Corbett J. J., Kasibhatla P., Fischbeck P., and Pandis S. N. Effects of Ship Emissions on Sulphur Cycling and Radiative Climate Forcing Over the Ocean. Nature, Vol. 400, 1999, pp. 743–746.
17. Desktop GIS. Environmental Systems Research Institute, Redlands, Calif., 2004. www.esri.com/software/arcgis/about/desktop.html#desktop. Accessed April 15, 2004.
18. The International Comprehensive Ocean-Atmosphere Data Set (ICOADS). National Center for Atmospheric Research, Boulder, Colo., 2004. dss.ucar.edu/pub/coads/. Accessed July 21, 2004.
19. Corbett J. J. An Assessment of Air Pollution and Environmental Impacts from International Maritime Transportation Including Engineering Controls and Policy Alternatives. Ph.D. dissertation. Department of Engineering and Public Policy. Carnegie Mellon University, Pittsburgh, Pa., 1999.
20. United Nations Convention on the Law of the Sea. United Nations, New York, 1982.
21. Endresen Ø., Lee Behrens H., Brynestad S., Andersen A. B., and Skjong R. Challenges in Global Ballast Water Management. Marine Pollution Bulletin, Vol. 48, No. 7–8, 2004, pp. 615–623.
22. Vessel Calls at U.S. Ports 2000. Maritime Administration, U.S. Department of Transportation, 2002. www.marad.dot.gov/Marad_Statistics/vcalls-1.pdf. Accessed February 24, 2004.
23. Vessel Calls at U.S. Ports 2002. Maritime Administration, U.S. Department of Transportation, 2004. www.marad.dot.gov/Marad_Statistics/vcalls2002.pdf. Accessed June 16, 2004.
24. The 2004 California Almanac of Emissions and Air Quality. Planning and Technical Support Division, California Air Resources Board, Sacramento, Calif., 2004. www.arb.ca.gov/aqd/almanac/almanac04/pdf/almanac2004all.pdf. Accessed July 12, 2004.
25. Benkovitz C. M., Berkowitz C. M., Easter R. C., Nemesure S., Wagener R., and Schwartz S. E. Sulfate over the North Atlantic and Adjacent Continental Regions: Evaluation for October and November 1986 Using a Three-Dimensional Model Driven by Observation-Derived Meteorology. Journal of Geophysical Research, Vol. 99, No. D10, 1994, pp. 20725–20756.
26. Analysis of Commercial Marine Vessels Emissions and Fuel Consumption Data. Office of Transportation and Air Quality, U.S. Environmental Protection Agency, Ann Arbor, Mich., 2000. www.epa.gov/otaq/models/nonrdmdl/c-marine/r00002.pdf. Accessed August 25, 2003.

Cite article

Cite article

Cite article

OR

Download to reference manager

If you have citation software installed, you can download article citation data to the citation manager of your choice

Share options

Share

Share this article

Share with email
EMAIL ARTICLE LINK
Share on social media

Share access to this article

Sharing links are not relevant where the article is open access and not available if you do not have a subscription.

For more information view the Sage Journals article sharing page.

Information, rights and permissions

Information

Published In

Article first published: January 2005
Issue published: January 2005

Rights and permissions

© 2005 National Academy of Sciences.
Request permissions for this article.

Authors

Affiliations

Chenfeng Wang
University of Delaware, Robinson Hall, Newark, DE 19716.
James J. Corbett
University of Delaware, Robinson Hall, Newark, DE 19716.

Metrics and citations

Metrics

Journals metrics

This article was published in Transportation Research Record: Journal of the Transportation Research Board.

VIEW ALL JOURNAL METRICS

Article usage*

Total views and downloads: 32

*Article usage tracking started in December 2016


Altmetric

See the impact this article is making through the number of times it’s been read, and the Altmetric Score.
Learn more about the Altmetric Scores



Articles citing this one

Receive email alerts when this article is cited

Web of Science: 0

Crossref: 4

  1. Rapid battery cost declines accelerate the prospects of all-electric i...
    Go to citation Crossref Google Scholar
  2. Developing a new green ship approach for flue gas emission estimation ...
    Go to citation Crossref Google Scholar
  3. LONG- AND SHORT-TERM CHANGES IN RIGHT WHALE ACOUSTIC BEHAVIOR IN INCRE...
    Go to citation Crossref Google Scholar
  4. Short- and long-term changes in right whale calling behavior: The pote...
    Go to citation Crossref Google Scholar

Figures and tables

Figures & Media

Tables

View Options

Get access

Access options

If you have access to journal content via a personal subscription, university, library, employer or society, select from the options below:


Alternatively, view purchase options below:

Purchase 24 hour online access to view and download content.

Access journal content via a DeepDyve subscription or find out more about this option.

View options

PDF/ePub

View PDF/ePub