Using Geographic Information Systems to Analyze the Distribution and Abundance of Aedes aegypti in Africa: The Potential Role of Human Travel in Determining the Intensity of Mosquito Infestation

J. Behrens, C. G. Moore
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引用次数: 9

Abstract

Increasing attention is being paid to the impact of global climate change on yellow fever and dengue outbreaks. While useful, these studies neglect the role that travel may play in the distribution of Aedes aegypti, the primary vector of both viruses. Even less attention has been paid to the role travel patterns play in affecting the ecology of this vector. To help refocus the debate and illustrate how geographic information systems (GIS) can assist analysis, a global study of Ae. aegypti was digitized. Subsequently, several basic and advanced analyses of the surveys located in Africa were undertaken. Publicly available road data for the continent were included, along with recently published LandScan population data. A novel method for examining correlations within the data at various distances was developed. These correlations were then substantiated using Monte Carlo simulation techniques and found to be significant at p
利用地理信息系统分析埃及伊蚊在非洲的分布和数量:人类旅行在确定蚊子侵袭强度中的潜在作用
人们越来越重视全球气候变化对黄热病和登革热疫情的影响。这些研究虽然有用,但忽视了旅行在埃及伊蚊分布中可能发挥的作用,埃及伊蚊是这两种病毒的主要媒介。人们对旅行方式在影响该病媒生态方面所起的作用的关注就更少了。为了重新确定争论的焦点,并说明地理信息系统(GIS)如何能够协助分析,一项关于Ae的全球研究。埃及伊蚊被数字化了。随后,对在非洲进行的调查进行了若干基本和高级分析。包括非洲大陆公开的道路数据,以及最近公布的LandScan人口数据。开发了一种新的方法来检查不同距离的数据之间的相关性。然后使用蒙特卡罗模拟技术证实了这些相关性,并发现在p处显着
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