Acta Optica Sinica, Volume. 44, Issue 12, 1228006(2024)

BRDF Correction Based on Wide-Field Images of Environment-2 Satellite

Haizhang Wu1,2, Honglian Huang2、*, Xiaobing Sun2, Xiao Liu2, Rufang Ti2, and Yuxuan Wang1,2
Author Affiliations
  • 1University of Science and Technology of China, Hefei 230026, Anhui , China
  • 2Key Laboratory of Optical Calibration and Characterization, Anhui Institute of Optics and Fine Mechanics, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, Anhui , China
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    Figures & Tables(22)
    Graph of RossThick kernel function changing with illumination observation geometry
    Graph of LiSparseR kernel function changs with illumination observation geometry
    Graph of RossThick Maignan kernel function changing with illumination observation geometry
    Normalized spectral response curves for each spectral segment of HJ-2A CCD. (a) CCD 1; (b) CCD 2; (c) CCD 3; (d) CCD 4
    Normalized spectral response curves for each spectral segment of HJ-2B CCD. (a) CCD 1; (b) CCD 2; (c) CCD 3; (d) CCD 4
    Scatter distributions of measured BRDF data in Dunhuang field. (a) Reflectance distribution at 490 nm; (b) reflectance distribution at 560 nm; (c) reflectance distribution at 660 nm; (d) reflectance distribution at 830 nm
    Scatter distribution of main plane measured BRDF data in Zhaodong (solar zenith angle is 42°). (a) Reflectance distribution at 490 nm; (b) reflectance distribution at 560 nm; (c) reflectance distribution at 660 nm; (d) reflectance distribution at 830 nm
    Flow chart of BRDF correction for wide-field images of Environment-2 Satellite
    Calculation results of image angle for HJ-2B_CCD1. (a) Solar zenith angle; (b) solar azimuth angle; (c) view zenith angle; (d) view azimuth angle
    Schematic diagram of spatial scale matching method
    Comparison of main plane model data fitting results in Dunhuang filed area (solar zenith angle is 50°). (a) 490 nm; (b) 560 nm; (c) 660 nm; (d) 830 nm
    Regression fitting results between simulation values of RTLSR model and RTMLSR model and all data in Dunhuang field area. (a)(e) 490 nm; (b)(f) 560 nm; (c)(g) 660 nm; (d)(h) 830 nm
    Comparison of main plane model data fitting results in Zhaodong area (solar zenith angle is 42°). (a) 490 nm; (b) 560 nm; (c) 660 nm; (d) 830 nm
    Regression fitting results between simulation values of RTLSR model and RTMLSR model and main plane data in Zhaodong area. (a)(e) 490 nm; (b)(f) 560 nm; (c)(g) 660 nm; (d)(h) 830 nm
    Comparison images of HJ-2B satellite multispectral camera before and after BRDF correction. (a) Uncorrected whole scene image; (b) atmospheric corrected whole scene image; (c) BRDF corrected whole scene image; (d) uncorrected partial map of Dunhuang filed area; (e) atmospheric corrected partial map of Dunhuang filed area; (f) BRDF corrected partial map of Dunhuang filed area
    Variation curves of reflectance before and after BRDF correction in each band in Dunhuang field area. (a) HJ-2B_CCD1_20210303; (b) HJ-2A_CCD4_20210126
    Variation curves of reflectance before and after BRDF correction in each band in Zhaodong area. (a) HJ-2A_CCD1_20210901; (b) HJ-2A_CCD2_20210917
    • Table 1. Main parameters of HJ-2A/B satellite CCD

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      Table 1. Main parameters of HJ-2A/B satellite CCD

      NameParameter
      Camera typeLinear pushbroom
      Pixel number /(pixel×piece×unit)12000×5×4
      Swath dimension /km800
      FOVFour lens combination total scanning field of view≥62.64°
      Band setting /nm450-520, 520-590, 630-690, 770-890, 690-730
      Spatial resolution /m16
    • Table 2. Comparison of band distribution between HJ-2A/B_CCD and MODIS

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      Table 2. Comparison of band distribution between HJ-2A/B_CCD and MODIS

      BandHJ-2A/B_CCDMODIS
      Spectrum /nmSpatial resolution /mChannelSpectrum /nmSpatial resolution /mChannel
      Blue450-520161459-4795003
      Green520-590162545-5655004
      Red630-690163620-6702501
      Near-infrared770-890164841-8762502
      Others690-7301651230-12505005
      1628-16525006
      2105-21555007
    • Table 3. Classification of objects

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      Table 3. Classification of objects

      ClassNDVI range
      Soil0-0.2
      Between0.2-0.4
      Vegetation0.4-0.6
      MoreVg0.6-1.0
    • Table 4. Comparison of reflectance before and after BRDF correction in Dunhuang field area

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      Table 4. Comparison of reflectance before and after BRDF correction in Dunhuang field area

      TypeImagery parameterBand 1Band 2Band 3Band 4RMSE average
      HJ-2B_CCD1Atmospheric corrected reflectance0.17320.21740.23720.24510.0368
      BRDF corrected reflectance0.18750.23310.25130.25810.0226
      Measured reflectance0.21470.25230.27330.2794
      HJ-2A_CCD4Atmospheric corrected reflectance0.26280.28720.30800.29780.0357
      BRDF corrected reflectance0.22400.24740.27300.27010.0069
      Measured reflectance0.21500.25140.27330.2797
    • Table 5. Comparison table of reflectance before and after BRDF correction in Zhaodong area

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      Table 5. Comparison table of reflectance before and after BRDF correction in Zhaodong area

      TypeImagery parameterBand 1Band 2Band 3Band 4RMSE average
      HJ-2A_CCD1Atmospheric corrected reflectance0.04470.06750.06390.18960.0170
      BRDF corrected reflectance0.04860.07470.07140.20600.0074
      Measured reflectance0.04640.07820.07780.2187
      HJ-2A_CCD2Atmospheric corrected reflectance0.04830.07040.06880.20960.0076
      BRDF corrected reflectance0.05010.07390.07220.21790.0040
      Measured reflectance0.04640.07820.07780.2187
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    Haizhang Wu, Honglian Huang, Xiaobing Sun, Xiao Liu, Rufang Ti, Yuxuan Wang. BRDF Correction Based on Wide-Field Images of Environment-2 Satellite[J]. Acta Optica Sinica, 2024, 44(12): 1228006

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    Paper Information

    Category: Remote Sensing and Sensors

    Received: Jan. 22, 2024

    Accepted: Mar. 18, 2024

    Published Online: Jun. 7, 2024

    The Author Email: Huang Honglian (hlhuang@aiofm.ac.cn)

    DOI:10.3788/AOS240537

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