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VISUALIZATION URBAN SPATIAL GROWTH OF DESERT CITIES FROM SATELLITE IMAGERY: A PRELIMINARY STUDY

机译:来自卫星图像的沙漠城市的可视化城市空间增长:初步研究

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Desert cities, particularly those in Asia, are the home of ever-increasing population and emerging production centers. These areas are facing different problems and challenges, such as urbanization, land degradation, water shortage, and climate changes. Mapping and visualizing the spatial growth of urban settlements are a prerequisite to formulate and implement various planning and management activities. In this preliminary study, we discuss a remote sensing-based method to visualize the spatial growth of urban settlements of desert cites from satellite imagery. The case study site is located at the southern rim of the Taklamakan Desert, China. Our preliminary research comprised several major procedures. Firstly, we acquired two predominately cloud-free Landsat images for 2000 and 2010, respectively. Secondly, we conducted image preprocessing that included a procedure of relative radiometric normalization. Thirdly, we derived a normalized differenced vegetation index (NDVI) image from each of the normalized images. Fourthly, we used the two NDVI images to analyze the spatial growth of the oasis. Lastly, we visualized the spatial growth of urban settlements of the desert cities by comparing both the normalized images and the two NDVI images. Our ongoing research will focus on the production of land use/cover maps that will form the basis for a temporal analysis of the urban spatial distribution.
机译:沙漠城市,尤其是亚洲的城市,是不断增加的人口和新兴生产中心的家园。这些地区面临着不同的问题和挑战,如城市化,土地退化,缺水和气候变化。绘图和可视化城市定居点的空间增长是制定和实施各种规划和管理活动的先决条件。在这项初步研究中,我们讨论了一种基于遥感的方法,可视化卫星图像的沙漠引用城市住区的空间增长。案例研究现场位于中国塔克拉姆喀沙漠的南缘。我们的初步研究包括几个主要程序。首先,我们分别为2000年和2010年获得了两种主要的云覆盖覆盖图像。其次,我们进行了图像预处理,包括相对辐射归一化的过程。第三,我们从每个归一化图像中衍生出归一化的差异植被指数(NDVI)图像。第四,我们使用了两个NDVI图像来分析绿洲的空间增长。最后,我们通过比较标准化的图像和两个NDVI图像来敏感城市的城市定居点的空间增长。我们正在进行的研究将侧重于生产土地使用/覆盖地图,以构成城市空间分布的时间分析的基础。

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