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Spatio-temporal analysis of the relationship between WNV dissemination and environmental variables in Indianapolis USA

机译:美国印第安纳波利斯WNV传播与环境变量之间关系的时空分析

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摘要

BackgroundThis study developed a multi-temporal analysis on the relationship between West Nile Virus (WNV) dissemination and environmental variables by using an integrated approach of remote sensing, GIS, and statistical techniques. WNV mosquito cases in seven months (April-October) of the six years (2002–2007) were collected in Indianapolis, USA. Epidemic curves were plotted to identify the temporal outbreaks of WNV. Spatial-temporal analysis and k-mean cluster analysis were further applied to determine the high-risk areas. Finally, the relationship between environmental variables and WNV outbreaks were examined by using Discriminant Analysis.
机译:背景本研究通过使用遥感,GIS和统计技术的集成方法,对西尼罗河病毒(WNV)传播与环境变量之间的关系进行了多时相分析。在美国印第安纳波利斯收集了六年(2002-2007年)的七个月(四月至十月)的WNV蚊子病例。绘制流行曲线以鉴定WNV的瞬时爆发。时空分析和k均值聚类分析进一步应用于确定高风险区域。最后,通过判别分析研究了环境变量与西尼罗病毒暴发之间的关系。

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