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Geographical Clustering and Environmental Determinants of Schistosomiasis from 2007 to 2012 in Jianghan Plain China

机译:2007年至2012年中国江汉平原血吸虫病的地理聚类和环境决定因素

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摘要

This study compared changes in the spatial clustering of schistosomiasis in Jianghan Plain, China by applying Kulldorff’s spatial scan statistic. The Geodetector software was employed to detect the environmental determinants of schistosomiasis annually from 2007 to 2012. The most likely spatial cluster in 2007 covered the north-central part of Jianghan Plain, whereas those observed from 2008 to 2012 were toward the south, with extended coverage in generally the same areas across various periods, and some variation nevertheless in precise locations. Furthermore, the 2007 period was more likely to be clustered than any other period. We found that temperature, land use, and soil type were the most critical factors associated with infection rates in humans. In addition, land use and soil type had the greatest impact on the prevalence of schistosomiasis in 2009, whereas this effect was minimal in 2007. The effect of temperature on schistosomiasis prevalence reached its maximum in 2010, whereas in 2008, this effect was minimal. Differences observed in the effects of those two factors on the spatial distribution of human schistosomiasis were inconsistent, showing statistical significance in some years and a lack thereof in others. Moreover, when two factors operated simultaneously, a trend of enhanced interaction was consistently observed. High-risk areas with strong interactions of affected factors should be targeted for disease control interventions.
机译:这项研究通过应用Kulldorff的空间扫描统计数据,比较了中国江汉平原血吸虫病的空间聚类变化。从2007年到2012年,每年都使用Geodetector软件检测血吸虫病的环境决定因素。2007年最有可能发生的空间簇是江汉平原的中北部,而从2008年到2012年观察到的空间簇是向南,扩展了覆盖范围在各个时期通常处于相同的区域,但是在精确的位置仍存在一些变化。此外,与其他任何时期相比,2007年的时期更有可能形成集群。我们发现温度,土地利用和土壤类型是与人类感染率相关的最关键因素。此外,土地使用和土壤类型对血吸虫病流行的影响在2009年最大,而在2007年这种影响最小。温度对血吸虫病流行的影响在2010年达到最大,而在2008年,这种影响最小。在这两个因素对人类血吸虫病的空间分布的影响中观察到的差异是不一致的,在某些年份显示统计学意义,而在另一些年份则缺乏统计学意义。此外,当两个因素同时起作用时,始终观察到相互作用增强的趋势。与受影响因素相互作用强烈的高风险地区应作为疾病控制干预措施的目标。

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