Remote Sensing Technology and Application, Volume. 39, Issue 2, 492(2024)

Study on Terrain Shadow Detection of Sentinel-2 Data Considering Water Area

Yong ZHANG1,2、*, Hong JIANG1, and Jia GUO1
Author Affiliations
  • 1Key Laboratory of Spatial Data Mining & Information Sharing of MOE,National & Local Joint Engineering Research Center of Satellite Geospatial Information Technology,Academy of Digital China (Fujian),Fuzhou University,Fuzhou 350108,China
  • 2Guizhou Electric Power Design & Research Institute,Guiyang 550008,China
  • show less
    Figures & Tables(14)
    Experimental area and Sentinel-2 images
    PCA1, NDMBWI and SI of differen land covers
    NSI box diagram of shadow area, light area, water body and other land covers
    Two-dimensional spatial distribution of NSI and NDVI of shadow pixels
    Distribution of sample points
    Terrain shadow results extracted by different methods are amplified in detail
    The reflectance Range, Standard Deviation and Variation Coefficient of terrain shadow regions extracted by different methods
    Terrain shadow results
    Topographic shadow extraction results of different phases and study areas
    Topographic shadow extraction results in thick cloud region
    • Table 1. Table of image information

      View table
      View in Article

      Table 1. Table of image information

      Tile Number field覆盖区域拍摄时间

      太阳高度角

      太阳方位角

      T50RMP长汀县等地2019.10.1951.74156.50
      2020.04.1666.83128.58
      2020.10.2350.22157.74
      T50RQQ连江县等地2019.09.0663.96137.16
    • Table 2. Accuracy evaluation table

      View table
      View in Article

      Table 2. Accuracy evaluation table

      方法类别生产精度用户精度OAKappa
      PCA1/(G-B)地形阴影0.3490.9090.7560.382
      非地形阴影0.9810.732
      NSVI地形阴影0.8600.6350.7750.545
      非地形阴影0.7260.904
      NSI地形阴影0.7850.9000.8930.759
      非地形阴影0.9520.889
      RF (Reflectance)地形阴影0.6570.9660.8700.694
      非地形阴影0.9870.839
      RF(Reflectance+NSI)地形阴影0.7150.9180.8760.715
      非地形阴影0.9650.860
    • Table 3. Stratified terrain shadow area under different elevation levels

      View table
      View in Article

      Table 3. Stratified terrain shadow area under different elevation levels

      高程/m<5050~100100~200200~300300~500500~800800~1000>1000
      面积/km20.000.002.15121.681080.511351.17440.05418.78
      百分比/%0.000.000.000.040.320.400.130.12
    • Table 4. Stratified terrain shadow area under different slope levels

      View table
      View in Article

      Table 4. Stratified terrain shadow area under different slope levels

      坡度/°<55~88~1515~2525~35>35
      面积/km2139.54210.50777.731284.06769.66232.86
      百分比/%0.040.060.230.380.230.07
    Tools

    Get Citation

    Copy Citation Text

    Yong ZHANG, Hong JIANG, Jia GUO. Study on Terrain Shadow Detection of Sentinel-2 Data Considering Water Area[J]. Remote Sensing Technology and Application, 2024, 39(2): 492

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Category: Research Articles

    Received: Oct. 1, 2022

    Accepted: --

    Published Online: Aug. 13, 2024

    The Author Email: ZHANG Yong (205527060@fzu.edu.cn)

    DOI:10.11873/j.issn.1004-0323.2024.2.0492

    Topics