• Acta Photonica Sinica
  • Vol. 48, Issue 2, 212001 (2019)
LEE Lu1,*, QI Cheng-li1, ZHANG Peng1, HU Xiu-qing1, and GU Ming-jian2
Author Affiliations
  • 1[in Chinese]
  • 2[in Chinese]
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    DOI: 10.3788/gzxb20194802.0212001 Cite this Article
    LEE Lu, QI Cheng-li, ZHANG Peng, HU Xiu-qing, GU Ming-jian. Noise Estimation of Hyper-spectral Infrared Atmospheric Sounder Observations Using Principal Component Analysis[J]. Acta Photonica Sinica, 2019, 48(2): 212001 Copy Citation Text show less
    References

    [1] QI Cheng-li, GU Ming-jian, HU Xiu-qing, et al. FY-3 satellite infrared high spectral sounding technique and potential application[J]. Advances in Meteorological Science and Technology, 2016, 6(1): 88-93.

    [2] ZAVYALOV V, ESPLIN M, SCOTT D, et al. Noise performance of the CrIS instrument[J]. Journal of Geophysical Research: Atmospheric, 2013, 118(23): 13108-13120.

    [3] WANG Jian-yu, LI Chun-lai, WANG Yue-ming,et al. Sensitivity model and system design for thermal infrared hyperspectral imager[J]. Infrared and Laser Engineering, 2017, 46(1): 0102001.

    [4] PEARSON K. On lines and planes of closest fit to system of points in space[J]. London Edinburgh Dublin Philosophical Magazine and Journal of Science, 1901, 2(11): 559-572.

    [5] HOTTELING H. Analysis of a complex of statistical variables into principal component[J]. Journal of Educational Psychology, 1933, 24(6): 417-441.

    [6] HUANG H, ANTONELLI P. Application of principal component analysis to high-resolution infrared measurement compression and retrieval[J]. Journal of Applied Meteorology, 2001, 40(3): 365-388.

    [7] ANTONELLI P, REVERCOMB H E, SROMOVSKY L A,et al. A principal component noise filter for high resolution infrared measurements[J]. Journal of Geophysical Research, 2004, 109(D23): D23102.

    [8] TOBIN D, ANTONELLI P, REVERCOMB H E,et al. Hyperspectral data noise characterization using principle component analysis: application to the atmospheric infrared sounder[J]. Journal of Applied Remote Sensing, 2007, 1(1): 013515.

    [9] TURNER D D, KNUTESON R O, REVERCOMB H E,et al. Noise reduction of Atmospheric Emitted Radiance Interferometer (AERI) observation using principal component analysis[J]. Journal of Atmospheric and Oceanic Technology, 2006, 23(9): 1223-1238.

    [10] ZAVYALOV V, FISH C S, BINGHAM G E,et al. Preflight assessment of the cross-track infrared sounder (CrIS) performance[C]. SPIE, Sensors, Systems, and Next-Generation Satellites XV, 2011, 8176: 817606.

    [11] BLUMSTEIN D, CHALON G, CARLIER T, et al. IASI instrument: Technical overview and measured performances[C]. SPIE, Infrared Spaceborne Remote Sensing XII, 2004, 5543: 196-208.

    [12] HAN Y, REVERCOMB H E, CROMP M. Suomi NPP CrIS measurements, sensor data record algorithm, calibration and validation activities, and record data quality[J].Journal of Geophysical Research: Atmospheres, 2013, 118(22): 12734-12748.

    LEE Lu, QI Cheng-li, ZHANG Peng, HU Xiu-qing, GU Ming-jian. Noise Estimation of Hyper-spectral Infrared Atmospheric Sounder Observations Using Principal Component Analysis[J]. Acta Photonica Sinica, 2019, 48(2): 212001
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