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Variation of River Islands around a Large City along the Yangtze River from Satellite Remote Sensing Images

机译:卫星遥感影像在长江沿岸大城市周边河流岛屿的变化

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摘要

River islands are sandbars formed by scouring and silting. Their evolution is affected by several factors, among which are runoff and sediment discharge. The spatial-temporal evolution of seven river islands in the Nanjing Section of the Yangtze River of China was examined using TM (Thematic Mapper) and ETM (Enhanced Thematic Mapper)+ images from 1985 to 2015 at five year intervals. The following approaches were applied in this study: the threshold value method, binarization model, image registration, image cropping, convolution and cluster analysis. Annual runoff and sediment discharge data as measured at the Datong hydrological station upstream of Nanjing section were also used to determine the roles and impacts of various factors. The results indicated that: (1) TM/ETM+ images met the criteria of information extraction of river islands; (2) generally, the total area of these islands in this section and their changing rate decreased over time; (3) sediment and river discharge were the most significant factors in island evolution. They directly affect river islands through silting or erosion. Additionally, anthropocentric influences could play increasingly important roles.
机译:河流岛屿是通过冲刷和淤积形成的沙洲。它们的演变受到几个因素的影响,其中包括径流和泥沙排放。使用1985年至2015年的TM(Thematic Mapper)和ETM(Enhanced Thematic Mapper)+影像,以五年为间隔,研究了中国长江南京段的七个河流岛的时空演变。本研究采用以下方法:阈值方法,二值化模型,图像配准,图像裁剪,卷积和聚类分析。还使用南京断面上游大同水文站测得的年径流量和泥沙流量数据来确定各种因素的作用和影响。结果表明:(1)TM / ETM +图像符合江岛信息提取标准; (2)一般而言,本节中这些岛屿的总面积及其变化率随时间而降低; (3)沉积物和河流流量是岛屿演化的最重要因素。它们通过淤积或侵蚀直接影响河流岛屿。此外,以人为中心的影响可能会发挥越来越重要的作用。

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