Acta Optica Sinica, Volume. 44, Issue 24, 2401002(2024)

Dynamic Resolution Retrieval of Water Particle Size Distribution Based on Directional Polarization Camera Data

Haixiao Yu1,2,3, Xiaobing Sun1,3、*, Rufang Ti1,3, Bihai Tu1,3, Xiao Liu1,3, Honglian Huang1,3, Zeling Wang1,2,3, Yichen Wei1,2,3, and Yuxuan Wang1,2,3
Author Affiliations
  • 1Hefei Institutes of Physical Science, Anhui Institute of Optics and Fine Mechanics, Chinese Academy of Sciences, Hefei 230031, Anhui , China
  • 2University of Science and Technology of China, Hefei 230031, Anhui , China
  • 3Key Laboratory of Optical Calibration and Characterization, Chinese Academy of Sciences, Hefei 230031, Anhui , China
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    Figures & Tables(11)
    Flowchart of dynamic resolution PSD retrieval based on DPC data
    Gamma function distributions of water cloud droplets for cloud effective particle radii of 1 and 20 µm and variances of 0.01 and 0.20
    Variation of polarization phase function of water cloud. (a) Variation with effective particle radius; (b) variation with effective particle variance
    Principle of multi-angle imaging of DPC and observational geometry across equatorial in orbit 3896
    Multi-view observation geometry distributions of DPC obtained by equidistant sampling in the cross-track direction. (a) geometry 1; (b) geometry 2; (c) geometry 3; (d) geometry 4; (e) geometry 5; (f) geometry 6; (g) geometry 7; (h) geometry 8
    Simulation inversion results of simulation data of different effective particle radii. (a) re=5; (b) re=10; (c) re=15
    DPC results in sample region. (a) True-color image; (b) cloud detection result; (c) cloud phase identification result; (d) optimization result of dynamic inversion scale
    Comparison between MODIS and DPC. (a) MODIS cloud effective particle radius product; (b) dynamic resolution-based DPC cloud effective particle radius inversion result; (c) distribution of deviation between them
    Comparison of cloud effective particle radius products between MODIS and DPC at each pixel. (a) Scatter regression analysis; (b) histogram statistical results
    • Table 0. [in Chinese]

      View table

      Table 0. [in Chinese]

      Actual re /µmRetrieval re /µmCorrelation coefficient
      55.00.99315
      66.50.99609
      77.50.99059
      89.00.98576
      910.00.98348
      1011.00.98102
      1112.00.97919
      1212.50.97777
      1313.00.97605
      1413.50.97449
      1513.50.97318
    • Table 1. Parameters of DPC sensors mounted on GF-5B satellite

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      Table 1. Parameters of DPC sensors mounted on GF-5B satellite

      ParameterValueParameterValue
      Instrument field of view (FOV) /(°)100×100Polarized angle /(°)0, 60, 120
      Spatial resolution /km1.7Stokes parametersI, Q, U
      Swath width /km1850Radiometric calibration error≤0.05
      Number of angles≥17Polarization calibration error≤0.02
      Image pixel size1024×1024Band width /nm20, 20, 20, 20, 10, 40, 40, 20
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    Haixiao Yu, Xiaobing Sun, Rufang Ti, Bihai Tu, Xiao Liu, Honglian Huang, Zeling Wang, Yichen Wei, Yuxuan Wang. Dynamic Resolution Retrieval of Water Particle Size Distribution Based on Directional Polarization Camera Data[J]. Acta Optica Sinica, 2024, 44(24): 2401002

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    Paper Information

    Category: Atmospheric Optics and Oceanic Optics

    Received: Feb. 6, 2024

    Accepted: Apr. 17, 2024

    Published Online: Dec. 16, 2024

    The Author Email: Sun Xiaobing (xbsun@aiofm.ac.cn)

    DOI:10.3788/AOS240625

    CSTR:32393.14.AOS240625

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