Acta Optica Sinica, Volume. 42, Issue 6, 0628003(2022)

Surface Reflectance Spectral Characteristic Model of Desert Calibration Site Network in Northwest China

Xingwei He, Xiuqing Hu*, Lingli He, Ling Wang, Bingcheng Tao, Wenjie Hu, and Xiaohu Feng
Author Affiliations
  • National Satellite Meteorological Center, Beijing 100081, China
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    Figures & Tables(12)
    Schematic diagram of UAV observation scheme
    Surface reflectance spectra of different sites at different times. (a) Surface reflectance spectra of XCDH_W at different times on August 11, 2019; (b) surface reflectance spectra of SHDBAN at different times on August 13, 2019; (c) spectral comparison among XCDH_W, SHDBAN and DHANG at same time or adjacent time; (d) Comparison of reflectance spectra among XCDH_W, SHDBAN, DHANG, YCZG, DAZH_E and DAZH_W
    Surface reflectance spectra at different scales. (a) Comparison between surface reflectance spectra measured by SVC and spectra of MCD43 reflectance product at XCDH_W and SHDBAN; (b) comparison between surface reflectance spectra measured by UAV and SVC at XCDH_W and SHDBANC
    Schematic diagram of spectral angle
    Sensitivity analysis of surface reflectance with four parameters. (a) Surface reflectance varying with A; (b) surface reflectance varying with β; (c) surface reflectance varying with α; (d) surface reflectance varying with B
    Comparison between measured and simulated reflectance spectra of calibration sites. (a) ALSH, WHAI_W, BDJL; (b) YCZG, XCDH_W, DAZH_W, DAZH_E;(c) MQIN, DHUANG, SHDBAN
    Relative deviation of reflectance of top of atmosphere for different MERSI channels based on two different surface reflectance spectra
    • Table 1. Latitude and longitude information of 10 calibration sites

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      Table 1. Latitude and longitude information of 10 calibration sites

      SiteLongitude /(°)Latitude /(°)Full name
      YCZG96.22037.320Yangchangzigou
      SHDBAN94.48238.721Shidaoban
      DAZH_E94.19236.450Dazaohuo_East
      DAZH_W93.79636.581Dazaohuo_West
      XCDH_W95.07537.432Xiaochaidan_West
      DHUANG94.27040.180Dunhuang
      BDJL99.81740.278BadainJaran
      ALSH105.15038.687Alashan
      WHAI_W106.63739.668Wuhai_West
      MQIN103.32038.437Minqin
    • Table 2. Relative deviation of reflectance between SVC and MODIS observationsunit: %

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      Table 2. Relative deviation of reflectance between SVC and MODIS observationsunit: %

      SiteBand1Band2Band3Band4Band5Band6Band7
      SHDBAN-0.702-1.0287.6282.435-1.970-0.6721.357
      XCDH_W-5.599-2.4922.154-2.936-2.938-2.5021.208
    • Table 3. Spectral angle, RMSE and R of reflectance spectra observed by SVC and UAV

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      Table 3. Spectral angle, RMSE and R of reflectance spectra observed by SVC and UAV

      SiteSpectral angle /(°)RMSE /%R
      SHDBAN1.3250.2140.930
      XCDH_W1.8550.1060.976
    • Table 4. Spectral model parameters and statistical factors for different sites

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      Table 4. Spectral model parameters and statistical factors for different sites

      SiteDateAαβBRMSE /%R
      XCDH_W201908110.1793515.69070.22030.00880.570.9970
      YCZG201908100.1126547.87870.18300.01250.450.9970
      DAZH_E201908090.1211516.60770.17870.01200.440.9978
      DAZH_W201908100.1558519.36050.19230.01030.470.9983
      ALSH202009070.1795557.83750.17600.01130.580.9984
      WHAI_W202009040.1687536.94480.17020.01040.520.9984
      BDJL202009180.1758550.50180.16960.00960.500.9986
      SHDBAN201908130.0994512.08150.14690.00990.340.9966
      DHUANG201908120.0824483.95070.18910.01340.440.9943
      MQIN202009170.1450536.40280.17260.01310.480.9983
    • Table 5. Observational geometry and atmospheric parameters of SHDBAN and XCDH_W

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      Table 5. Observational geometry and atmospheric parameters of SHDBAN and XCDH_W

      SiteDateSolar zenith angle /(°)View zenith angle /(°)Relative azimuth angle /(°)Total column water vapor /(kg·cm-2)Total column ozone /atm-cmAOD
      SHDBAN2019081326.0122.29130.250.1232.590.133
      XCDH_W2019081129.0737.5536.600.1122.430.068
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    Xingwei He, Xiuqing Hu, Lingli He, Ling Wang, Bingcheng Tao, Wenjie Hu, Xiaohu Feng. Surface Reflectance Spectral Characteristic Model of Desert Calibration Site Network in Northwest China[J]. Acta Optica Sinica, 2022, 42(6): 0628003

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Aug. 12, 2021

    Accepted: Oct. 25, 2021

    Published Online: Mar. 8, 2022

    The Author Email: Hu Xiuqing (huxq@cma.gov.cn)

    DOI:10.3788/AOS202242.0628003

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