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Landscape Composition and Spatial Prediction of Alveolar Echinococcosis in Southern Ningxia, China

机译:宁夏南部地区肺泡棘球cc病的景观组成及空间预测

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摘要

Background: Alveolar echinococcosis (AE) presents a serious public health challenge within China. Mass screening ultrasound surveys can detect pre-symptomatic AE, but targeting areas identified from hospital records is inefficient regarding AE. Prediction of undetected or emerging hotspots would increase detection rates. Voles and lemmings of the subfamily Arvicolinae are important intermediate hosts in sylvatic transmission systems. Their populations reach high densities in productive grasslands where food and cover are abundant. Habitat availability is thought to affect arvicoline population dynamic patterns and definitive host-intermediate host interactions. Arvicoline habitat correlates with AE prevalence in Western Europe and southern Gansu Province, China. Methods and Findings: Xiji County, Ningxia Hui Autonomous Region, borders southern Gansu. The aims of this study were to map AE prevalence across Xiji and test arvicoline habitat as a predictor. Land cover was mapped using remotely sensed (Landsat) imagery. Infection status of 3,205 individuals screened in 2002-2003 was related, using generalised additive mixed models, to covariates: gender; farming; ethnicity; dog ownership; water source; and areal cover of mountain pasture and lowland pasture. A Markov random field modelled additional spatial variation and uncertainty. Mountain pasture and lowland pasture were associated with below and above average AE prevalence, respectively. Conclusions: Low values of the normalised difference vegetation index indicated sub-optimality of lowland pasture for grassland arvicolines. Unlike other known endemic areas, grassland arvicolines probably did not provide the principal reservoir for Echinococcus multilocularis in Xiji. This result is consistent with recent small mammal surveys reporting low arvicoline densities and high densities of hamsters, pikas and jerboas, all suitable intermediate hosts for E. multilocularis, in reforested lowland pasture. The risk of re-emergence is discussed. We recommend extending monitoring to: southern Haiyuan County, where predicted prevalence was high; southern Xiji County, where prediction uncertainty was high; and monitoring small mammal community dynamics and the infection status of dogs.
机译:背景:肺泡棘球osis病(AE)在中国面临着严重的公共卫生挑战。大规模筛查超声检查可以检测出症状前的AE,但针对医院记录中确定的区域进行AE效率低下。预测未发现或出现的热点将提高发现率。 Arvicolinae亚科的田鼠和旅鼠是sylvatic传播系统中重要的中间宿主。他们的人口在粮食和植被丰富的生产草原上达到高密度。栖息地的可用性被认为会影响航空鸟碱种群的动态模式和确定的宿主-中间宿主相互作用。西欧和中国甘肃省南部的Arvicoline栖息地与AE患病率相关。方法和发现:宁夏西吉县,与甘肃南部接壤。这项研究的目的是绘制西吉地区的AE患病率,并测试阿伏林的生境作为预测指标。使用遥感(Landsat)影像对土地覆盖进行了制图。使用广义加性混合模型,对2002年至2003年筛查的3,205例个体的感染状况进行了相关的协变量:性别;农业;种族;狗的所有权;水源;以及高山牧场和低地牧场的面积。马尔可夫随机场对附加的空间变化和不确定性建模。山地牧场和低地牧场分别与低于和高于平均AE发生率相关。结论:归一化差异植被指数的低值表明低海拔草场对草地航空的最优性。与其他已知的地方性地区不同,草原中的中风植物可能没有提供西集多叶棘球principal虫的主要贮藏地。该结果与最近的小型哺乳动物调查一致,该调查报告在造林后的低地牧场中,低鸟茶碱密度和高密度仓鼠,皮卡斯和哈巴狗(所有适合多叶眼肠的中间寄主)。讨论了重新出现的风险。我们建议将监视范围扩展到:预测患病率高的海原县南部;西集县南部,预测不确定性高;并监测小型哺乳动物群落动态和狗的感染状况。

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