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Validation of urban boundaries derived from Global population density data, MODIS and nighttime lights satellite imagery

机译:根据全球人口密度数据,MODIS和夜间灯光卫星图像验证城市边界

摘要

[ABSTRACT] Global population density data compiled on a 30”× 30”latitude/longitude grid. Census counts were apportioned to each grid cell based on likelihood coefficients, which are based on proximity to roads, slope, land cover, nighttime lights, and other information. Population density data integrated with MODIS and nighttime light DMSP data have been proposed as a useful tool for monitoring urban expansion around the world, but determining appropriate thresholds for delineating cities remains a challenge. In this study we present a new approach. We used coarse resolution satellite data to delimit urban boundaries for cities with different level of urbanization and economic development, and compared the results against boundaries derived from fine-resolution Landsat ETM+ imagery and other existed continental scale urban map. Our comparison highlights population density data integrated with MODIS and nighttime lights DMSP data are good source for global urban mapping.
机译:[摘要]在30”×30”的经度/纬度网格上编译的全球人口密度数据。根据似然系数将人口普查计数分配给每个网格,该似然系数基于与道路,坡度,土地覆盖,夜间照明和其他信息的接近程度。已经提出将与MODIS集成的人口密度数据和夜间照明DMSP数据作为监视世界范围内城市扩展的有用工具,但是确定用于描绘城市的适当阈值仍然是一个挑战。在这项研究中,我们提出了一种新方法。我们使用粗糙分辨率的卫星数据来划定具有不同城市化程度和经济发展水平的城市的城市边界,并将结果与​​由高分辨率Landsat ETM +图像和其他现有的大陆尺度城市地图得出的边界进行比较。我们的比较突出显示了与MODIS集成的人口密度数据和夜间照明DMSP数据是进行全球城市映射的良好来源。

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