Spectroscopy and Spectral Analysis, Volume. 42, Issue 2, 627(2022)

Ground-Based IDOAS De-Striping by Weighted Unidirectional Variation

Liang XI1; 2;, Fu-qi SI1; *;, Yu JIANG1;, Hai-jin ZHOU1;, Xiao-han QIU1;, and Zhen CHANG1;
Author Affiliations
  • 1. Anhui Institute of Optics and Fine Mechanics, Hefei Institutes of Physical Science, Chinese Academy of Sciences, Hefei 230031, China
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    Figures & Tables(8)
    Scheme of ground-based IDOAS instrument
    A set of patlerns observed by ground-based IDOAS observations(a): DN values at 360 nm; (b): Weight matrix; (c): NO2 columns; (d): SO2 columns; (e): Vertical gradient of NO2 columns; (f): Vertical gradient of SO2 columns; (g): Horizontal gradient of NO2 columns; (h): Horizontal gradient of SO2 columns
    Different simulated stripes and de-striping results(a): Periodic position, sparse; (b): Periodic position, dense; (c): Periodic position+random position, partial;(d): Periodic position+random position, multi-line; (b), (d), (f), (h) are de-striping results of (a), (c), (e), (g)
    Two groups of NO2 and SO2 observing and de-striping results in the Leshan experiment(a): NO2columns, started at 12:59; (c): SO2 columns, started at 12:59; (e): NO2 columns, started at 13:14;(g): SO2 columns, started at 13:14; (b), (d), (f), (h) are de-striping results of (a), (c), (e), (g)
    Weighted mean cross-track profiles of NO2 and SO2 results before and after de-striping(a): NO2, started at 12:59; (b): SO2, started at 12:59; (c): NO2, started at 13:14; (d): SO2, started at 13:14
    • Table 1. Quantitative assessment of simulated data

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      Table 1. Quantitative assessment of simulated data

      IndexCase aCase bCase cCase d
      IF18.435 225.876 422.636 223.187 8
      PSNR48.403 047.545 945.285 546.745 2
      SSIM0.999 70.999 60.999 30.999 5
      MAE0.246 00.370 30.488 00.430 1
    • Table 2. Main analysis parameters for NO2 and SO2 DOAS retrievals

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      Table 2. Main analysis parameters for NO2 and SO2 DOAS retrievals

      ParameterNO2SO2
      Fit interval340~370 nm308~320 nm
      Polynomial termOrder 5Order 3
      OffsetOrder 0Order 0
      Cross sections
      NO2Vandaele et al., 298 KVandaele et al., 298 K
      O3Serdyuchenko et al., 223 KSerdyuchenko et al., 223 K
      O4Thalman and Volkamer, 293 K×
      SO2×Vandaele et al, 298 K
      RingChance and SpurrChance and Spurr
    • Table 3. γ values before and after de-striping

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      Table 3. γ values before and after de-striping

      OriginalDe-striped
      Case a1.371.05
      Case b1.301.09
      Case c1.351.06
      Case d1.161.02
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    Liang XI, Fu-qi SI, Yu JIANG, Hai-jin ZHOU, Xiao-han QIU, Zhen CHANG. Ground-Based IDOAS De-Striping by Weighted Unidirectional Variation[J]. Spectroscopy and Spectral Analysis, 2022, 42(2): 627

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    Paper Information

    Category: Research Articles

    Received: Jan. 11, 2021

    Accepted: Feb. 24, 2021

    Published Online: Apr. 2, 2022

    The Author Email:

    DOI:10.3964/j.issn.1000-0593(2022)02-0627-07

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