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Methods for Extracting Urban Construction Land Using Night-Light Data: Assessment and Application

机译:夜光数据提取城市建设用地的方法:评估与应用

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As a new data source, night light remote sensing data are more suitable for the background of rapid urbanization in China. Therefore, in recent years, many scholars have used the night light remote sensing data to extract and study the expansion of urban construction land. However, researchers are still trying to find better methods to avoid the internal defects of night light data. This study assessed the advantages and disadvantages of existing methods for extracting urban construction land using night light data through actual applications. The results indicated that the areas of urban construction lands extracted using threshold methods were much closer to the authoritative data, and the shape coincidence degrees were also better, while the shape similarity degrees of urban construction lands extracted using the neighborhood analysis method were much better. Further analyses revealed that we may find a better method for extracting urban construction land by considering both the intensity of night light data and the natural boundaries of cities and towns.
机译:作为一种新的数据源,夜光遥感数据更适合中国快速城市化的背景。因此,近年来,许多学者利用夜光遥感数据来提取和研究城市建设用地的扩展。但是,研究人员仍在尝试寻找更好的方法来避免夜灯数据的内部缺陷。这项研究评估了利用夜光数据通过实际应用来提取城市建设用地的现有方法的优缺点。结果表明,阈值法提取的城市建设用地面积更接近权威数据,形状重合度也更好,而邻域分析法提取的城市建设用地形状相似度更好。进一步的分析表明,考虑到夜灯数据的强度和城镇的自然边界,我们可能会找到一种提取城市建设用地的更好方法。

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