Department of Political Science and Geography, Old Dominion University, Norfolk, VA 23529, USA.
Sci Total Environ. 2011 Sep 15;409(20):4235-41. doi: 10.1016/j.scitotenv.2011.07.012. Epub 2011 Jul 29.
Previous studies have analyzed the number and location of bird infections with human incidence of West Nile virus (WNV) as well as the effects of environmental and socioeconomic factors on WNV propagation. However, such associations require more quantitative analyses. This study is intended to quantitatively analyze the relationship in eight counties/independent cities in the northern Virginia, based on an integrated analysis of spatially explicit information on precipitation, land cover, infrastructure, and demographic data using Geographical Information Systems, remote sensing, and statistics. Results show that bird infections in years 2002-2003 were closely associated with low to medium level of impervious surface with certain percentage of canopy and precipitation. Environmental and socioeconomic factors such as percentages of impervious surface, canopy, senior population (65 and older), old houses, bird risk areas, and low-income population were important indicators of human WNV risk in 2002. Limited impervious surface with some canopy provides suitable habitats for WNV transmission, where bird-feeding mosquitoes can forage for blood meals from nesting/roosting birds. Certain socioeconomic conditions such as old houses were linked with human infections by providing favorable environmental conditions, i.e., mature trees with abundant canopy and settled storm sewer systems. It should be noted that the current results may be biased toward urban environments, where dead birds were more likely found, and because the sampling efforts for the bird mortality were rather based on local residents' reports than a designed random sampling method. This geospatial study contributes toward better targeting of WNV prevention within the study area. It also provides an example of how geospatial methods and variables may be used in understanding the ecology of human WNV risk for other areas.
先前的研究分析了鸟类感染西尼罗河病毒(WNV)的数量和位置,以及环境和社会经济因素对 WNV 传播的影响。然而,这些关联需要更定量的分析。本研究旨在基于地理信息系统、遥感和统计学,对弗吉尼亚州北部 8 个县/市的降水、土地覆盖、基础设施和人口数据的空间显式信息进行综合分析,定量分析这种关系。结果表明,2002-2003 年鸟类感染与低至中水平的不透水面、一定比例的树冠和降水密切相关。不透水面、树冠、老年人口(65 岁及以上)、老房子、鸟类风险区和低收入人口等环境和社会经济因素是 2002 年人类 WNV 风险的重要指标。有限的不透水面和一些树冠为 WNV 传播提供了适宜的栖息地,食蚊鸟可以在那里从筑巢/栖息的鸟类中觅食血液。某些社会经济条件,如老房子,通过提供有利的环境条件,如树冠茂密的成熟树木和定居的雨水下水道系统,与人类感染有关。需要注意的是,目前的结果可能偏向于城市环境,在那里更容易发现死鸟,而且由于对鸟类死亡率的采样工作主要是基于当地居民的报告,而不是设计的随机采样方法。这项地理空间研究有助于更好地确定研究区域内的 WNV 预防重点。它还提供了一个示例,说明如何在其他地区使用地理空间方法和变量来理解人类 WNV 风险的生态学。