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Accuracy Assessment of DEMs Derived from Multiple SAR Data Using the InSAR Technique

机译:使用Insar技术评估来自多个SAR数据的DEMS的准确性评估

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摘要

In this study, digital elevation models (DEMs) derived from AlosPalsar data (Japanese Space Agency—JAXA), Sentinel-1A data, and Envisat ASAR data (European Space Agency—ESA) were compared by using a global navigation satellite system (GNSS). In addition, AW3D30, SRTM, and ASTER GDEM (open-access DEMs) data were also included in the accuracy evaluation. The DEM accuracies were investigated in three different terrain types, namely a plain area, mountainous area and agricultural area, and compared at elevation values on a pixel-based. The accuracy obtained from the ALOS PALSAR satellite data was found to be more reliable for all three terrain types. The standard deviation and root mean square values were calculated and compared to each other. The results of the accuracy assessments showed that the best result for the plain area was obtained with the Sentinel-1A and SRTM data, for the mountainous area was obtained with the SRTM data and for agricultural area was obtained with the ALOS PALSAR and SRTM data.
机译:在本研究中,通过使用全球导航卫星系统(GNSS)比较了从AlospalAR数据(日本空间局 - JAXA),Sentinel-1A数据和Envisat ASAR数据(欧洲空间局 - ESA)的数字高度模型(DEM) 。此外,AW3D30,SRTM和ASTER GDEM(开放式DEMS)数据也包括在准确性评估中。在三种不同的地形类型,即普通面积,山区和农业面积,并在基于像素的基础上进行比较,在三种不同的地形类型,即升高值进行比较。对于所有三种地形类型,发现从Alos Palsar卫星数据获得的准确性更可靠。计算标准偏差和均方方值并彼此进行比较。精度评估的结果表明,用Sentinel-1A和SRTM数据获得了平原区域的最佳结果,对于使用SRTM数据获得的山区,用Alos Palsar和SRTM数据获得农业面积。

著录项

  • 来源
    《Arabian Journal for Science and Engineering》 |2021年第6期|5755-5765|共11页
  • 作者单位

    Department of Geomatics Engineering Faculty of Engineering and Natural Sciences Konya Technical University 42350 Konya Turkey;

    Department of Geomatics Engineering Faculty of Engineering and Natural Sciences Konya Technical University 42350 Konya Turkey;

    Department of Geomatics Engineering Faculty of Engineering Mersin University Mersin Turkey;

    Department of Geomatics Engineering Faculty of Engineering Osmaniye Korkut Ata University Osmaniye Turkey;

  • 收录信息 美国《科学引文索引》(SCI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    Accuracy assessment; AW3D30; DEM; Envisat ASAR; Sentinel-1A;

    机译:准确评估;aw3d30;DEM;Envisat Asar;Sentinel-1a;
  • 入库时间 2022-08-19 01:56:41

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