Acta Optica Sinica, Volume. 42, Issue 12, 1201003(2022)

Time-Series Calibration and Verification of GF1-WFV Based on Kalman Filtering

Xinge Dou1, Jun Pan1, Hailiang Gao2,3、*, Kaisi Wang1, Han Sun1, Peng Jiang1, and Xiaoying Li2
Author Affiliations
  • 1College of Geoexploration Science and Technology, Jilin University, Changchun 130012, Jilin, China
  • 2Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing 100094, China
  • 3University of Chinese Academy of Sciences, Beijing 100094, China
  • show less
    Figures & Tables(12)
    Spectral response function of WFV sensor
    DN value before normalization
    DN value after normalization
    DN value after excluding outliers
    Calibration coefficients before and after Kalman filtering
    WFV time series calibration results. (a) WFV1; (b) WFV2; (c) WFV3; (d) WFV4
    Calibration coefficients of each band of WFV1 sensor and calibration coefficients of CCRS. (a) Band1; (b) band2; (c) band3; (d) band4
    Relative error histograms between calibration coefficient of WFV sensor and calibration coefficient of CCRS. (a) WFV1; (b) WFV2; (c) WFV3; (d) WFV4
    Comparison between the calibration error of CCRS and the calibration error of this article. (a) WFV1; (b) WFV2; (c) WFV3; (d) WFV4
    • Table 1. Parameters of WFV sensor

      View table

      Table 1. Parameters of WFV sensor

      ItemBlueGreenRedNear infrared
      BandBand 1Band 2Band 3Band 4
      Spectral range /nm450--520520--590630--690770--890
      Center wavelength /nm482.67553.92656.88824.34
      Spatial resolution /m16161616
    • Table 2. Number of WFV images

      View table

      Table 2. Number of WFV images

      Year20132014201520162017201820192020
      WFV193326321231412
      WFV214312921125918
      WFV31725242812161211
      WFV41440272568148
    • Table 3. WFV sensor attenuation model formula for each band

      View table

      Table 3. WFV sensor attenuation model formula for each band

      WFVBand1Band2Band3Band4
      WFV1y=4.831×10-6x+0.1755y=3.507×10-6x+0.1432y=2.500×10-6x+0.1195y=2.225×10-6x+0.1331
      WFV2y=2.397×10-6x+0.1780y=0.950×10-6x+0.1468y=0.852×10-6x+0.1202y=1.155×10-6x+0.1309
      WFV3y=7.016×10-6x+0.1744y=4.897×10-6x+0.1560y=2.657×10-6x+0.1299y=1.166×10-6x+0.1394
      WFV4y=7.217×10-6x+0.1718y=2.948×10-6x+0.1555y=0.405×10-6x+0.1403y=-0.696×10-6x+0.1419
    Tools

    Get Citation

    Copy Citation Text

    Xinge Dou, Jun Pan, Hailiang Gao, Kaisi Wang, Han Sun, Peng Jiang, Xiaoying Li. Time-Series Calibration and Verification of GF1-WFV Based on Kalman Filtering[J]. Acta Optica Sinica, 2022, 42(12): 1201003

    Download Citation

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

    Category: Atmospheric Optics and Oceanic Optics

    Received: Sep. 30, 2021

    Accepted: Nov. 15, 2021

    Published Online: Jun. 7, 2022

    The Author Email: Gao Hailiang (gaohl@radi.ac.cn)

    DOI:10.3788/AOS202242.1201003

    Topics