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Extraction of palaeochannel information from remote sensing imagery in the east of Chaohu Lake, China

机译:巢湖东部遥感影像中古河道信息的提取

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摘要

Palaeochannels are deposits of unconsolidated sediments or semi-consolidated sedimentary rocks deposited in ancient, currently inactive river and stream channel systems. It is distinct from the overbank deposits of currently active river channels, including ephemeral water courses which do not regularly flow. We have introduced a spectral characteristics-based palaeochannel information extraction model from SPOT-5 imagery with special time phase, which has been built by virtue of an analysis of remote sensing mechanism and spectral characteristics of the palaeochannel, combined with its distinction from the spatial distribution and spectral features of currently active river channels, also with the establishment of remote sensing judging features of the palaeochannel in remote sensing image. This model follows the process of supervised classification → farmland masking and primary component analysis → underground palaeochannel information extraction → information combination → palaeochannel system image. The Zhegao River Valley in the east of Chaohu Lake was selected as a study area, and SPOT-5 imagery was used as a source of data. The result was satisfactory when this method has been successfully applied to extract the palaeochannel information, which can provide good reference for regional remote sensing archeology and neotectonic research. However, the applicability of this method needs to be tested further in other areas as the spatial characteristics and spectral response of palaeochannel might be different.
机译:古河道是未固结的沉积物或半固结的沉积岩的沉积物,沉积在古老的,目前不活跃的河道和河道系统中。它与当前活跃的河道(包括不定期流动的临时河道)的河床沉积物不同。我们引入了基于SPOT-5影像的具有特殊时间相位的基于光谱特征的古河道信息提取模型,该模型是通过对古河道的遥感机制和光谱特征进行分析并结合其与空间分布的区别而构建的当前活跃河道的光谱特征和光谱特征,以及在遥感影像中建立古河道的遥感判断特征。该模型遵循监督分类→农田掩蔽和主成分分析→地下古河道信息提取→信息组合→古河道系统图像的过程。选择巢湖东部的he河流域作为研究区域,并使用SPOT-5影像作为数据源。该方法成功应用于古河道信息的提取,效果令人满意,可为区域遥感考古和新构造研究提供参考。但是,由于古河道的空间特征和光谱响应可能不同,因此该方法的适用性需要在其他地区进行进一步测试。

著录项

  • 来源
    《Frontiers of Earth Science》 |2012年第1期|p.75-82|共8页
  • 作者单位

    Center for Earth Observation and Digital Earth, Chinese Academy of Sciences, Beijing, 100094, China;

    College of Territorial Resources and Tourism, Anhui Normal University, Wuhu, 241000, China;

    School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing, 210093, China;

    School of Geographic and Oceanographic Sciences, Nanjing University, Nanjing, 210093, China;

    College of Territorial Resources and Tourism, Anhui Normal University, Wuhu, 241000, China;

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  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    palaeochannel; remote sensing; information extraction; spectral characteristic; Chaohu Lake;

    机译:古河道遥感信息提取光谱特征巢湖;
  • 入库时间 2022-08-17 13:14:15

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