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Validation of urban boundaries derived from global night-time satellite imagery

机译:验证源自全球夜间卫星图像的城市边界

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Night-time imagery from the Defense Meteorological Satellite Program (DMSP) Operational Linescan System (OLS) has been proposed as a useful tool for monitoring urban expansion around the world, but determining appropriate light thresholds for delineating cities remains a challenge. In this paper we present a new approach. We used DMSP stable lights and radiance-calibrated images to delimit urban boundaries for San Francisco, Beijing and Lhasa, cities with different levels of urbanization and economic development, and compared the results against boundaries derived from high-resolution Landsat Thematic Mapper (TM) imagery. Unthresholded DMSP images exaggerate and shift the extent of these urban areas. We then calculated light thresholds that minimized the discrepancies between the DMSP- and TM-derived urban boundaries for each city. Our comparison highlights the difficulty of using DMSP data across areas with disparate urban characteristics, but suggests the possibility of calibrating this data source for monitoring growth of cities at comparable levels of development.
机译:有人提出了国防气象卫星计划(DMSP)作战线扫描系统(OLS)的夜间图像作为监视世界范围内城市扩张的有用工具,但是确定合适的光照阈值来描绘城市仍然是一个挑战。在本文中,我们提出了一种新方法。我们使用DMSP稳定灯和经过辐射校准的图像来划定旧金山,北京和拉萨等城市化程度和经济发展水平不同的城市的城市边界,并将结果与​​高分辨率Landsat Thematic Mapper(TM)图像得出的边界进行比较。无阈值的DMSP图像会夸大这些城市区域并改变其范围。然后,我们计算了光照阈值,以最小化每个城市的DMSP和TM派生的城市边界之间的差异。我们的比较突出显示了在具有不同城市特征的区域中使用DMSP数据的困难,但建议有可能校准此数据源以监视处于可比较发展水平的城市的增长。

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