Dengue is one of the major hurdles to the public health in Sri Lanka, causing high morbidity and mortality. The present study focuses on the use of geographical information systems (GIS) to map and evaluate the spatial and temporal distribution of dengue in Sri Lanka from 2009 to 2014 and to elucidate the association of climatic factors with dengue incidence. Epidemiological, population and meteorological data were collected from the Epidemiology Unit, Department of Census and Statistics and the Department of Meteorology of Sri Lanka. Data were analyzed using SPSS (Version 20, 2011) and R studio (2012) and the maps were generated using Arc GIS 10.2. The dengue incidence showed a significant positive correlation with rainfall (p<0.0001). No positive correlation was observed between dengue incidence and temperature (p = 0.107) or humidity (p = 0.084). Rainfall prior to 2 and 5 months and a rise in the temperature prior to 9 months positively correlated with dengue incidence as based on the auto-correlation values. A rise in humidity prior to 1 month had a mild positive correlation with dengue incidence. However, a rise in humidity prior to 9 months had a significant negative correlation with dengue incidence based on the auto-correlation values. Remote sensing and GIS technologies give near real time utility of climatic data together with the past dengue incidence for the prediction of dengue outbreaks. In that regard, GIS will be applicable in outbreak predictions including prompt identification of locations with dengue incidence and forecasting future risks and thus direct control measures to minimize major outbreaks.
Department of Microbiology, Faculty of Medicine, University of Peradeniya, Peradeniya, Sri Lanka;Department of Microbiology, Faculty of Medicine, University of Peradeniya, Peradeniya, Sri Lanka;Department of Earth Sciences, Postgraduate Institute of Science, University of Peradeniya, Peradeniya, Sri Lanka;Department of Mathematics, Faculty of Science, University of Peradeniya, Peradeniya, Sri Lanka;Centre for Management of Dengue and Dengue Haemorrhagic Fever, General Hospital, Negombo, Sri Lanka
Recommended Citation:
PDNN Sirisena,Faseeha Noordeen,Harithra Kurukulasuriya,et al. Effect of Climatic Factors and Population Density on the Distribution of Dengue in Sri Lanka: A GIS Based Evaluation for Prediction of Outbreaks[J]. PLOS ONE,2017-01-01,12(1)