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Journal of Tropical Medicine
Volume 2012, Article ID 103679, 11 pages
http://dx.doi.org/10.1155/2012/103679
Research Article

A Predictive Spatial Model to Quantify the Risk of Air-Travel-Associated Dengue Importation into the United States and Europe

1School of Civil and Environmental Engineering, The University of New South Wales, Sydney, NSW 2052, Australia
2Department of Geography and the Environment, The University of Texas at Austin, Austin, TX 78712, USA
3Patterson Laboratories, Section of Integrative Biology, The University of Texas at Austin, Austin, TX 78712, USA

Received 6 July 2011; Accepted 22 December 2011

Academic Editor: Nildimar Honório

Copyright © 2012 Lauren M. Gardner et al. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Linked References

  1. World Health Organization: Dengue (WHO), http://www.who.int/topics/dengue/en/, 2010.
  2. A. Wilder-Smith and D. J. Gubler, “Geographic expansion of Dengue: the impact of international travel,” Medical Clinics of North America, vol. 92, no. 6, pp. 1377–1390, 2008. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  3. D. J. Gubler, P. Reiter, K. L. Ebi, W. Yap, R. Nasci, and J. A. Patz, “Climate variability and change in the United States: potential impacts on vector- and Rodent-Borne diseases,” Environmental Health Perspectives, vol. 109, no. 2, pp. 223–233, 2001. View at Google Scholar · View at Scopus
  4. European Center for Disease Control (ECDC), http://www.ecdc.europa.eu/, 2010.
  5. Centers for Disease Control and Prevention, “Locally acquired Dengue—Key West, Florida, 2009-2010,” Morbidity and Mortality Weekly Report, vol. 59, no. 19, pp. 577–581, 2010. View at Google Scholar
  6. Centers for Disease Control and Prevention, “Dengue hemorrhagic fever—U.S.-Mexico Border, 2005,” Morbidity and Mortality Weekly Report, vol. 56, no. 31, pp. 785–789, 2007. View at Google Scholar · View at Scopus
  7. A. T. A. Mairuhu, J. Wagenaar, D. P. M. Brandjes, and E. C. M. Van Gorp, “Dengue: an arthropod-borne disease of global importance,” European Journal of Clinical Microbiology and Infectious Diseases, vol. 23, no. 6, pp. 425–433, 2004. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  8. TropNetEurope: European Network on Imported Infectious Disease Surveillance, http://www.tropnet.net/index_2.html, 2010.
  9. T. Jelinek, N. Mühlberger, G. Harms et al., “Epidemiology and clinical features of imported dengue fever in Europe: sentinel surveillance data from TropNetEurop,” Clinical Infectious Diseases, vol. 35, no. 9, pp. 1047–1052, 2002. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  10. A. J. Tatem, S. I. Hay, and D. J. Rogers, “Global traffic and disease vector dispersal,” Proceedings of the National Academy of Sciences of the United States of America, vol. 103, no. 16, pp. 6242–6247, 2006. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  11. C. González, O. Wang, S. E. Strutz, C. González-Salazar, V. Sánchez-Cordero, and S. Sarkar, “Climate change and risk of leishmaniasis in North America: predictions from ecological niche models of vector and reservoir species,” PLoS Neglected Tropical Diseases, vol. 4, no. 1, Article ID e585, 2010. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  12. S. Sarkar, S. E. Strutz, D. M. Frank, C. L. Rivaldi, B. Sissel, and V. Sánchez-Cordero, “Chagas disease risk in Texas,” PLoS Neglected Tropical Diseases, vol. 4, no. 10, Article ID e836, 2010. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  13. A. T. Peterson, “Biogeography of diseases: a framework for analysis,” Naturwissenschaften, vol. 95, no. 6, pp. 483–491, 2008. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  14. Centers for Disease Control and Prevention, “Travel-associated Dengue infections—United States, 2001–2004,” Morbidity and Mortality Weekly Report, vol. 54, no. 22, pp. 556–558, 2005. View at Google Scholar
  15. US Department of Commerce and International Trade Administration, http://tinet.ita.doc.gov/view/m-2007-O-001/index.html, 2010.
  16. K. Standish, G. Kuan, W. Avilés, A. Balmaseda, and E. Harris, “High dengue case capture rate in four years of a cohort study in Nicaragua compared to national surveillance data,” PLoS Neglected Tropical Diseases, vol. 4, no. 3, Article ID e633, 2010. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  17. Centers for Disease Control and Perevention Dengue Branch (CDCDB), http://www.cdc.gov/Dengue/about/index.html, 2010.
  18. World Health Organization (WHO)-Regional Offices, http://www.who.int/about/regions/en/index.html, 2010.
  19. A. Moffett, N. Shackelford, and S. Sarkar, “Malaria in Africa: vector species' niche models and relative risk maps,” PLoS ONE, vol. 2, no. 9, Article ID e824, 2007. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  20. J. G. Rigau-Pérez, D. J. Gubler, A. V. Vorndam, and G. G. Clark, “Dengue: a literature review and case study of travelers from the United States, 1986–1994,” Journal of Travel Medicine, vol. 4, no. 2, pp. 65–71, 1997. View at Publisher · View at Google Scholar · View at Scopus
  21. U.S. Department of Transportation's Research and Innovative Technology Administration (RITA), http://www.rita.dot.gov/about_rita/, 2010.
  22. Eurostat: European Commission Statistics Database, http://epp.eurostat.ec.europa.eu/portal/page/portal/eurostat/home, 2010.
  23. C. R. Margules and S. Sarkar, Systematic Conservation Planning, Cambridge University Press, Cambridge, UK, 2007.
  24. J. Franklin, Mapping Species Distributions: Spatial Inference and Prediction, Cambridge University Press, Cambridge, UK, 2009.
  25. S. J. Phillips and M. Dudík, “Modeling of species distributions with Maxent: new extensions and a comprehensive evaluation,” Ecography, vol. 31, no. 2, pp. 161–175, 2008. View at Publisher · View at Google Scholar · View at Scopus
  26. J. Elith, C. H. Graham, R. P. Anderson et al., “Novel methods improve prediction of species' distributions from occurrence data,” Ecography, vol. 29, no. 2, pp. 129–151, 2006. View at Publisher · View at Google Scholar · View at Scopus
  27. A. Moffett, S. Strutz, N. Guda et al., “A global public database of disease vector and reservoir distributions,” PLoS Neglected Tropical Diseases, vol. 3, no. 3, Article ID e378, 2009. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  28. WorldClim database, http://www.worldclim.org/, 2010.
  29. R. J. Hijmans, S. E. Cameron, J. L. Parra, P. G. Jones, and A. Jarvis, “Very high resolution interpolated climate surfaces for global land areas,” International Journal of Climatology, vol. 25, no. 15, pp. 1965–1978, 2005. View at Publisher · View at Google Scholar · View at Scopus
  30. E. Massad and A. Wilder-Smith, “Risk estimates of dengue in travelers to dengue endemic areas using mathematical models,” Journal of Travel Medicine, vol. 16, no. 3, pp. 191–193, 2009. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  31. C. T. Codeço, P. M. Luz, and C. J. Struchiner, “Risk assessment of yellow fever urbanization in Rio de Janeiro, Brazil,” Transactions of the Royal Society of Tropical Medicine and Hygiene, vol. 98, no. 12, pp. 702–710, 2004. View at Publisher · View at Google Scholar · View at PubMed · View at Scopus
  32. Y. Bar-Yam, Dynamics of complex systems. Chapter 2, section 3, Addison-Wesley, Reading, Mass, USA, 1997.
  33. O. Wichmann, N. Mühlberger, and T. Jelinek, “Dengue - The underestimated risk in travellers,” Dengue Bulletin, vol. 27, pp. 126–137, 2003. View at Google Scholar · View at Scopus
  34. Federal Aviation Administration: Passenger Boarding (Enplanement) and All-Cargo Data for U.S. Airports, http://www.faa.gov/airports/planning_capacity/passenger_allcargo_stats/passenger/, 2010.