Mapping Environmental Dimensions of Dengue Fever Transmission Risk in the Aburrá Valley, Colombia
Open Access
- 1 December 2009
- journal article
- research article
- Published by MDPI AG in International Journal of Environmental Research and Public Health
- Vol. 6 (12) , 3040-3055
- https://doi.org/10.3390/ijerph6123040
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
This publication has 30 references indexed in Scilit:
- Spatial point analysis based on dengue surveys at household level in central BrazilBMC Public Health, 2008
- Models for Predicting Aedes aegypti Larval Indices Based on Satellite Images and Climatic VariablesJournal of the American Mosquito Control Association, 2008
- Rethinking receiver operating characteristic analysis applications in ecological niche modelingPublished by Elsevier ,2008
- Transferability and model evaluation in ecological niche modeling: a comparison of GARP and MaxentEcography, 2007
- Model‐based uncertainty in species range predictionJournal of Biogeography, 2006
- Spatial epidemiology: an emerging (or re-emerging) disciplineTrends in Ecology & Evolution, 2005
- Spatial Analysis of West Nile Virus: Rapid Risk Assessment of an Introduced Vector-Borne ZoonosisVector-Borne and Zoonotic Diseases, 2002
- Geographical distributions of spiny pocket mice in South America: insights from predictive modelsGlobal Ecology and Biogeography, 2002
- Possible dengue sequential infection: dengue spread in a neighbourhood during the 1996/97 dengue‐2 epidemic in French PolynesiaTropical Medicine & International Health, 1998
- Red and photographic infrared linear combinations for monitoring vegetationRemote Sensing of Environment, 1979