title: Environmental risk factors and hotspot analysis of dengue distribution in Pakistan.
abstract: This study is an attempt to find out the factors responsible for sudden dengue outbreak in different cities of Pakistan during 2011. For this purpose, spatio-temporal distribution of dengue in Islamabad, Rawalpindi, Lahore, and Karachi has been taken into account. According to the available data, the factors responsible for this spread includes climate covariates like rainfall, temperature, and wind speed; social covariates like population, and area of locality, and environmental risk factors like drainage pattern and geo-hydrological conditions. Reported dengue cases from localities and Shuttle Radar Topography Mission (SRTM) 90 m digital elevation model (DEM) of study areas have been processed for hotspots, regression model and stream density in the localities of high dengue incidence. The relationship of daily dengue incidence with climate covariates during the months of July-October of the study year is analyzed. Results show that each dry spell of 2-4 days provides suitable conditions for the development and survival of dengue vectors during the wet months of July and August in the areas of high stream density and population. Very few cases have been reported in July while higher number of cases reported in the months of August, September, until late October. Hotspot analysis highlights the areas of high dengue incidence while regression analysis shows the relationship between the population and the areas of localities with the dengue incidence.
authors: Department of Meteorology, COMSATS Institute of Information Technology (CIIT), Islamabad, Pakistan.|Department of Environmental Sciences, International Islamic University (IIU), Islamabad, Pakistan.
authors: Bushra
authors: B
authors: Khalid
authors: Department of Meteorology, COMSATS Institute of Information Technology (CIIT), Islamabad, Pakistan. aghaffar@comsats.edu.pk.
authors: Abdul
authors: A
authors: Ghaffar
mesh_terms: D003715:Dengue / Q000453:epidemiology*; D004196:Disease Outbreaks; D006801:Humans; D015994:Incidence; D016018:Least-Squares Analysis; D010154:Pakistan / Q000453:epidemiology; D011156:Population Density; D011891:Rain; D012307:Risk Factors; D045483:Rivers; D013696:Temperature; D014919:Wind
keywords: Climate covariates; Dengue outbreak; Monsoon season; Population; Social covariates; Stream density