• Acta Optica Sinica
  • Vol. 43, Issue 6, 0601012 (2023)
Yang Zheng1、2, Zhengqiang Li1、2、3、*, Siheng Wang4、**, Yan Ma2, Kaitao Li1、2, Yuhuan Zhang5, Zhenhai Liu6, Leiku Yang7, Weizhen Hou2、3, Haoran Gu1、8, Yinna Li2、3, Qian Yao2、3, and Zhuo He2、3
Author Affiliations
  • 1Hainan Aerospace Information Research Institute, Sanya 572032, Hainan, China
  • 2Aerospace Information Research Institute, State Environmental Protection Key Laboratory of Satellite Remote Sensing, Chinese Academy of Sciences, Beijing 100101, China
  • 3University of Chinese Academy of Sciences, Beijing 100049, China
  • 4China Academy of Space Technology, Remote Sensing Satellite General Department, Beijing 100094, China
  • 5Satellite Application Center for Ecology and Environment, MEE, Beijing 100094, China
  • 6Anhui Institute of Optics and Fine Mechanics, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, Anhui, China
  • 7School of Surveying and Land Information Engineering, Henan Polytechnic University, Jiaozuo 454003, Henan, China
  • 8College of Geography and Tourism, Anhui Normal University, Wuhu 241003, Anhui, China
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    DOI: 10.3788/AOS221549 Cite this Article Set citation alerts
    Yang Zheng, Zhengqiang Li, Siheng Wang, Yan Ma, Kaitao Li, Yuhuan Zhang, Zhenhai Liu, Leiku Yang, Weizhen Hou, Haoran Gu, Yinna Li, Qian Yao, Zhuo He. Atmospheric Correction of Gaofen-2 Panchromatic Satellite Images[J]. Acta Optica Sinica, 2023, 43(6): 0601012 Copy Citation Text show less
    Exponential decay point spread function varies with pixel distance when spatial resolution is 0.8 m. (a) Three-dimensional surface diagram; (b) contour image
    Fig. 1. Exponential decay point spread function varies with pixel distance when spatial resolution is 0.8 m. (a) Three-dimensional surface diagram; (b) contour image
    GF-2 panchromatic band satellite images before and after atmospheric correction. Apparent reflectance images of (a) polluted atmosphere and (d) clean atmosphere before atmospheric correction; initial surface reflectance images of (b) polluted atmosphere and (e) clean atmosphere after atmospheric radiation correction; true surface reflectance images of (c) polluted atmosphere and (f) clean atmosphere after adjacency effect correction
    Fig. 2. GF-2 panchromatic band satellite images before and after atmospheric correction. Apparent reflectance images of (a) polluted atmosphere and (d) clean atmosphere before atmospheric correction; initial surface reflectance images of (b) polluted atmosphere and (e) clean atmosphere after atmospheric radiation correction; true surface reflectance images of (c) polluted atmosphere and (f) clean atmosphere after adjacency effect correction
    Comparison of clarity, contrast, edge energy, and detail energy of panchromatic band satellite images before and after atmospheric correction. (a) Clarity; (b) contrast; (c) edge energy; (d) detail energy
    Fig. 3. Comparison of clarity, contrast, edge energy, and detail energy of panchromatic band satellite images before and after atmospheric correction. (a) Clarity; (b) contrast; (c) edge energy; (d) detail energy
    MTF of panchromatic band satellite images before and after atmospheric correction. (a) Polluted atmosphere; (b) clean atmosphere
    Fig. 4. MTF of panchromatic band satellite images before and after atmospheric correction. (a) Polluted atmosphere; (b) clean atmosphere
    Imaging time2021-05-29T11:34:522021-08-16T11:34:01
    Solar zenith angle /(°23.445731.3780
    Solar azimuth angle /(°139.899145.050
    Satellite zenith angle /(°3.48753.4877
    Satellite azimuth angle /(°96.2494285.9640
    Aerosol modelSun-photometer measurementsSun-photometer measurements
    D550 nm0.19220.6689
    Water vapor content /(g·cm-20.80921.7115
    Ozone content /(g·cm-27.1709×10-46.3409×10-4
    Table 1. Atmospheric parameters and observed geometric parameters of GF-2 panchromatic band image (450-900 nm)
    Imaging time2021-05-29T11:34:522021-08-16T11:34:01
    D550 nm of AERONET Baotou site0.19220.6689
    D550 nm of MODIS0.1280.653
    Table 2. AOD of Terra MODIS product and AOD measured at AERONET Baotou site

    Weather

    condition

    Clarity

    improvement

    Contrast

    improvement

    Edge energy

    improvement

    Detail energy

    improvement

    Normalized MTF

    (normalized frequency is 0.5)

    ρs/ρTOAρt/ρTOAρs/ρTOAρt/ρTOAρs/ρTOAρt/ρTOAρs/ρTOAρt/ρTOAρs/ρTOAρt/ρTOA
    Clean weather139155108115192247190204104169
    Polluted weather154216116143235497234245107474
    Table 3. Comparison of quantitative improvement of panchromatic band satellite images by atmospheric correction
    Yang Zheng, Zhengqiang Li, Siheng Wang, Yan Ma, Kaitao Li, Yuhuan Zhang, Zhenhai Liu, Leiku Yang, Weizhen Hou, Haoran Gu, Yinna Li, Qian Yao, Zhuo He. Atmospheric Correction of Gaofen-2 Panchromatic Satellite Images[J]. Acta Optica Sinica, 2023, 43(6): 0601012
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