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Strategy formulation for schistosomiasis japonica control in different environmental settings supported by spatial analysis: a case study from China

机译:空间分析支持下不同环境条件下日本血吸虫病控制策略的制定:以中国为例

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With the aim of exploring the usefulness of spatial analysis in the formulation of a strategy for schistosomiasis japonica control in different environmental settings, a population-based database was established in Dangtu county, China. This database, containing the human prevalence of schistosomiasis at the village level from 2001 to 2004, was analyzed by directional trend analysis supported with ArcGIS 9.0 to select the optimum predictive approach. Based on the approach selected, different strata of prevalence were classified and the spatial distribution of human infection with Schistosoma japonicum was estimated. The second-order ordinary kriging approach of spatial analysis was found to be optimal for prediction of human prevalence of S. japonicum infection. The mean prediction error was close to 0 and the root-mean-square standardised error was close to 1. Starting with the different environmental settings for each stratum of transmission, four areas were classified according to human prevalence, and different strategies to control transmission of schistosomiasis were put forward. We conclude that the approach to use spatial analysis as a tool to predict the spatial distribution of human prevalence of S. japonicum infection improves the formulation of strategies for schistosomiasis control in different environmental settings at the county level.
机译:为了探索空间分析在制定不同环境条件下日本血吸虫病控制策略中的实用性,在当当县建立了一个基于人群的数据库。该数据库包含了2001年至2004年村级血吸虫病的人类患病率,并通过ArcGIS 9.0支持的定向趋势分析进行了分析,以选择最佳的预测方法。根据选择的方法,对不同的流行程度进行了分类,并估算了日本血吸虫感染人类的​​空间分布。发现空间分析的二阶普通克里金法对于预测日本血吸虫感染的人类患病率是最佳的。平均预测误差接近于0,均方根标准误差接近于1。从每个传播层的不同环境设置开始,根据人类患病率对四个区域进行了分类,并采用了不同的控制传播途径的策略。提出了血吸虫病。我们得出结论,使用空间分析作为预测日本血吸虫感染的人类患病空间分布的方法,可以改善县级不同环境中血吸虫病控制策略的制定。

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