Mapping environmental dimensions of dengue fever transmission risk in the Aburrá Valley, Colombia

Int J Environ Res Public Health. 2009 Dec;6(12):3040-55. doi: 10.3390/ijerph6123040. Epub 2009 Dec 2.

Abstract

Dengue fever (DF) is endemic in Medellín, the second largest Colombian city, and surrounding municipalities. We used DF case and satellite environmental data to investigate conditions associated with suitable areas for DF occurrence in 2008 in three municipalities (Bello, Medellín and Itagüí). We develop spatially stratified tests of ecological niche models, and found generally good predictive ability, with all model tests yielding results significantly better than random expectations. We concluded that Bello and Medellín present ecological conditions somewhat different from, and more suitable for DF than, those of Itagüí. We suggest that areas predicted by our models as suitable for DF could be considered as at-risk, and could be used to guide campaigns for DF prevention in these municipalities.

Keywords: dengue fever; ecological niche modeling; geographic information systems; remote sensing.

Publication types

  • Comparative Study
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Colombia / epidemiology
  • Demography
  • Dengue / epidemiology
  • Dengue / transmission*
  • Densovirinae
  • Geographic Information Systems*
  • Humans
  • Models, Statistical
  • Models, Theoretical
  • Risk Assessment
  • Risk Factors
  • Topography, Medical