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Satellite imagery technology in public health: analysis of site catchment areas for assessment of poliovirus circulation in Nigeria and Niger

机译:卫星图像技术在公共卫生中的作用:对现场集水区的分析,以评估尼日利亚和尼日尔的脊髓灰质炎病毒传播

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Environmental surveillance supplements the surveillance of acute flaccid paralysis by monitoring wastewater for poliovirus circulation. Building on previous work, we analysed wastewater flow to optimise selection and placement of sampling sites with higher digital surface model (DSM) resolution. The newly developed 5-m mesh DSM from the panchromatic, remote-sensing instruments for stereo mapping on-board the Japanese advanced land observing satellite was used to estimate catchment areas and flow of sewage water based on terrain topography. Optimal sampling sites for environmental surveillance were identified to maximise sensitivity to poliovirus circulation. Population data were overlaid to prioritise selection of catchment areas with dense populations. The results for Kano City, Nigeria were compared with an analysis based on existing 30- and 90-m mesh digital elevation model (DEM). Analysis based on 5-m mesh DSM was also conducted for three cities in Niger to prioritise the selection of new sites. The analysis demonstrated the feasibility of using DSMs to estimate catchment areas and population size for programme planning and outbreak response with respect to polio. Alternative sampling points in Kano City that would cover a greater population size have been identified and potential sampling sites in Niger are proposed. Comparison with lower-resolution DEMs suggests that the use of a 5-m mesh DSMs would be useful where the terrain is flat or includes small-scale topographic changes not captured by 30-m data searches.
机译:环境监测通过监测脊髓灰质炎病毒循环废水来补充对急性弛缓性麻痹的监测。在以前的工作的基础上,我们分析了废水流量,以优化具有较高数字地面模型(DSM)分辨率的采样点的选择和放置。使用日本先进的陆地观测卫星上的用于立体地图的全色遥感仪器新开发的5米网孔DSM,用于根据地形地形估算集水区和污水流量。确定了用于环境监测的最佳采样地点,以最大限度地提高对脊髓灰质炎病毒传播的敏感性。覆盖人​​口数据以优先选择人口密集的集水区。将尼日利亚卡诺市的结果与基于现有30和90 m网格数字高程模型(DEM)的分析进行了比较。还对尼日尔的三个城市进行了基于5米网格DSM的分析,以优先选择新站点。分析表明,使用DSM来估计集水区和人口规模以进行脊灰规划规划和疫情应对是可行的。已经确定了可覆盖更大人口的卡诺市其他采样点,并提出了尼日尔的潜在采样点。与低分辨率DEM的比较表明,在地形平坦或包含30m数据搜索未捕获的小规模地形变化的情况下,使用5 m网格DSM很有用。

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