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Use of an inside buffer method to extract the extent of urban areas from DMSP/OLS nighttime light data in North China

机译:使用内部缓冲区方法从华北地区DMSP / OLS夜间光数据中提取市区范围

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Defense Meteorological Satellite Program (DMSP)/Operational Linescan System (OLS) nighttime imagery provides a valuable data source for mapping urban areas. However, the spatial extents of large cities are often overestimated because of the effect of over-glow from nighttime light if a fixed thresholding technique is used. In the work reported here, an inside buffer method was developed to solve this issue. The method is based on the fact that the area overestimated is proportional to the extent of the lit area if a fixed threshold is used to extract urban areas in a region/county. Using this method, the extents of urban areas in North China were extracted and validated by interpretations from Landsat Thematic Mapper images. The results showed that the lit areas had a significant linear relationship with the urban areas for 120 representative cities in North China in 2000, with an R-2 value of over 0.95. This demonstrates that the inside buffer method can be used to extract urban areas. The validation results showed that the inside buffer model developed in 2000 can be directly used to extract the extent of urban areas using more recent nighttime light imagery. This is of great value for the timely updating of urban area databases in large regions or countries.
机译:国防气象卫星计划(DMSP)/业务线扫描系统(OLS)夜间图像为绘制城市区域图提供了宝贵的数据源。但是,如果使用固定阈值技术,则由于夜间光线过高的发光效果,通常会高估大城市的空间范围。在这里报告的工作中,开发了内部缓冲区方法来解决此问题。该方法基于以下事实:如果使用固定阈值来提取区域/县的城市区域,则高估的面积与照明区域的范围成比例。使用这种方法,从Landsat Thematic Mapper图像中提取图像并进行解释,从而提取并验证了华北城市地区的范围。结果表明,2000年华北120个代表城市的照明面积与城市面积呈显着线性关系,R-2值超过0.95。这表明内部缓冲区方法可用于提取市区。验证结果表明,2000年开发的内部缓冲区模型可以使用最新的夜间光图像直接用于提取市区范围。这对于在大区域或国家中及时更新市区数据库具有重要价值。

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