Journal of Infrared and Millimeter Waves, Volume. 39, Issue 5, 626(2020)

Surface soil moisture retrieval using multi-temporal Sentinel-1 SAR data in karst rocky desertification area

Quan CHEN1,2,3, Zhong-Fa ZHOU1,2,3、*, Ling-Yu WANG1,2,3, Yu-Sheng DAN1,2,3, and Yun-Tao TANG1,2,3
Author Affiliations
  • 1School of Geography and Environmental Science/School of Karst Science, Guizhou Normal University, Guiyang550001,China
  • 2The State Key Laboratory Incubation Base for Karst Mountain Ecology Environment of Guizhou Province, Guiyang550001,China
  • 3State Engineering Technology Institute for Karst Desertification Control, Guiyang550001,China
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    Figures & Tables(7)
    Study area and sampling spots. Note: The left-hand section provides a sketch map of Guizhou province. The right-hand section provides an overview of the SAR data(R: 2018/06/09VV polarization,G:2018/06/21 VV polarization,B:2018/07/03 VV polarization)and geomorphic type (Ⅰ: Peak cluster depression, Ⅱ: Mound-peak platform, Ⅲ: Erosion platform, Ⅳ: Erosion steep slope, Ⅴ: Box canyon)and sample spots of the field survey
    Statistics maps of soil moisture for different acquisition dates
    Soil moisture maps for different acquisition dates
    Comparison between of measured and estimated soil moisture at time T4
    Data distribution maps of soil moisture measured, estimated values and error values in 47 measured plots
    • Table 1. 研究区SAR数据信息表

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      Table 1. 研究区SAR数据信息表

      序号

      ID

      成像时间

      Acquisition

      date

      平均入射角

      Mean incidence

      angle/ (°)

      成像模式

      Imaging model

      数据类型

      Data type

      极化方式

      Polarization

      T12018/06/09/22:5738.6IWLevel1 GRDVH/VV
      T22018/06/21/22:5738.6IWLevel1 GRDVH/VV
      T32018/07/03/22:5738.6IWLevel1 GRDVH/VV
      T42018/07/15/22:5738.6IWLevel1 GRDVH/VV
    • Table 2. 土壤体积含水量反演结果统计

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      Table 2. 土壤体积含水量反演结果统计

      日期

      Date

      含水量最小值

      Min soil moisture /

      (cm3.cm-3

      含水量最大值

      Max soil moisture/

      (cm3.cm-3

      含水量均值

      Mean soil moisture / (cm3.cm-3

      方差

      Var

      标准差

      Stdev

      T10.0240.3090.1430.0040.065
      T20.0510.6380.2370.0140.116
      T30.0350.3610.1520.0060.076
      T40.0390.4510.1890.0080.091
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    Quan CHEN, Zhong-Fa ZHOU, Ling-Yu WANG, Yu-Sheng DAN, Yun-Tao TANG. Surface soil moisture retrieval using multi-temporal Sentinel-1 SAR data in karst rocky desertification area[J]. Journal of Infrared and Millimeter Waves, 2020, 39(5): 626

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    Paper Information

    Category: Remote Sensing Technology and Application

    Received: Oct. 15, 2019

    Accepted: --

    Published Online: Dec. 29, 2020

    The Author Email: Zhong-Fa ZHOU (fa6897@163.com)

    DOI:10.11972/j.issn.1001-9014.2020.05.014

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