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Optics Letters

Optics Letters


  • Editor: Xi-Cheng Zhang
  • Vol. 39, Iss. 1 — Jan. 1, 2014
  • pp: 60–63

Effects of spectral resolution and signal-to-noise ratio of hyperspectral sensors on retrieving atmospheric parameters

Quanhua Liu and Shaorong Xiao  »View Author Affiliations

Optics Letters, Vol. 39, Issue 1, pp. 60-63 (2014)

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Space-borne Fourier Transform Infrared (FTIR) spectroscopy has been operationalized to obtain atmospheric parameters. The spectral resolution and signal-to-noise ratio (SNR) of FTIR spectroscopy are its two key parameters. Given fixed costs and technical limitations, one has to choose between less information (low spectral resolution) and low noise (high SNR), or high information and high noise. This study illustrates one important, although not well realized fact: Downgrading from a high to a low spectral resolution measurement cannot achieve the same SNR as the latter. By comparing the Infrared Atmospheric Sounding Interferometer (IASI) and the Cross-track Infrared Sounder (CrIS) data at operational mode (low spectral resolution) and at experimental high spectral resolution, it is found that full CrIS resolution is required to accurately detect trace gases in the atmosphere. This study investigated three approaches for spectral data reduction, and compared their effects on the retrieval of atmospheric parameters.

© 2013 Optical Society of America

OCIS Codes
(010.1290) Atmospheric and oceanic optics : Atmospheric optics
(010.5620) Atmospheric and oceanic optics : Radiative transfer
(010.0280) Atmospheric and oceanic optics : Remote sensing and sensors

ToC Category:
Atmospheric and Oceanic Optics

Original Manuscript: September 24, 2013
Revised Manuscript: November 17, 2013
Manuscript Accepted: November 18, 2013
Published: December 19, 2013

Quanhua Liu and Shaorong Xiao, "Effects of spectral resolution and signal-to-noise ratio of hyperspectral sensors on retrieving atmospheric parameters," Opt. Lett. 39, 60-63 (2014)

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  1. R. G. Isaacs, R. N. Hoffman, and L. D. Kaplan, Rev. Geophys. 24, 701 (1986). [CrossRef]
  2. J. Li, W. Wolf, W. P. Menzel, W. Zhang, H. Lung, and T. H. Achtor, J. Appl. Meteorol. 39, 1248 (2000).
  3. F. Hilton, R. Armante, T. August, C. Barnet, A. Bouchard, C. Camy-Peyret, V. Capelle, L. Clarisse, C. Clerbaux, P.-F. Coheur, A. Collard, C. Crevoisier, G. Dufour, D. Edwards, F. Faijan, N. Fourrie, A. Gambacorta, M. Goldberg, V. Guidard, D. Hurtmans, S. Illingworth, N. Jacquinet-Husson, T. Kerzenmacher, D. Klaes, L. Lavanant, G. Masiello, M. Matricarddi, A. McNally, S. Newman, E. Pavelin, S. Payan, E. Pequignot, S. Peyridieu, T. Phulpin, J. Remedios, P. Schluessel, C. Serio, L. Strow, C. Stubenrauch, J. Taylor, D. Tobin, W. Wolf, and D. Zhou, Bull. Am. Meteorol. Soc. 93, 347 (2012). [CrossRef]
  4. CrIS ATBD: Cross Track Infrared Sounder (CrIS) Sensor, Data Records (SDR), Algorithm Theoretical Basis Document (2011), http://npp.gsfc.nasa.gov/science/sciencedocuments/ATBD_122011/474-00032_CrIS-SDR-ATBD_Rev-.pdf .
  5. G. Grieco, G. Masiello, M. Matricardi, C. Serio, D. Summa, and V. Cuomo, Q. J. R. Meteorol. Soc. 133, 217 (2007). [CrossRef]
  6. M. Eismann, Hyperspectral Remote Sensing (SPIE, 2012).
  7. B. C. Smith, Fundamentals of Fourier Transform Infrared Spectroscopy (CRC Press, 2011).
  8. G. Vanasse, Spectrometric Techniques (American, 1977), Vol. 1.
  9. D. A. Tremblay, Y. Chen, L. Wang, and Q. Liu, Proc. SPIE 8528, 85280F (2012).
  10. M. Esplin, (AMS presentation, 2012), http://www.goes-r.gov/downloads/2012-AMS/04/Esplin.pdf .
  11. Y. Han, P. van Delst, Q. Liu, F. Weng, B. Yan, R. Treadon, and J. Derber, Community Radiative Transfer Model (CRTM)—Version 1, (2006).
  12. Q. Liu and F. Weng, J. Atmos. Sci. 63, 3459 (2006). [CrossRef]
  13. L. McMillin, X. Xiong, Y. Han, T. J. Kleespies, and P. Van Delst, Appl. Opt. 45, 2028 (2006). [CrossRef]
  14. Y. Chen, Y. Han, and F. Weng, J. Geophys. Res. 117, D06206 (2012).
  15. C. Simmer, Satellite Microwave Remote Sensing of Atmospheric Hydrological Parameters (Verlag, 1994).
  16. P. Yang, K. N. Liou, and P. W. Arnott, J. Geophys. Res. 102, 21825 (1997). [CrossRef]
  17. M. Chin, P. Ginoux, S. Kinne, O. Torres, B. N. Holben, B. N. Duncan, R. V. Martin, J. A. Logan, A. Higurashi, and T. Nakajima, J. Atmos. Sci. 59, 461 (2002). [CrossRef]
  18. R. Vogel, Q. Liu, Y. Han, and F. Weng, J. Geophys. Res. 116, D08105 (2011).
  19. Q. Liu, F. Weng, and S. English, IEEE Trans. Geosci. Remote Sens. 49, 1238 (2011). [CrossRef]
  20. A. D. Collard and A. P. McNally, Q. J. R. Meteorol. Soc. 135, 1044 (2009). [CrossRef]
  21. P. Bauer, P. Lopez, D. Salmond, A. Benedetti, S. Saarinen, and E. Moreau, Q. J. R. Meteorol. Soc. 132, 2307 (2006). [CrossRef]
  22. D. Xu, Z. Liu, X.-Y. Huang, J. Min, and H. Wang, Meteorol. Atmos. Phys. 122, 1 (2013). [CrossRef]
  23. G. Grieco, G. Masiello, and C. Serio, Remote Sens. 2, 2323 (2010). [CrossRef]
  24. P. Antonelli, H. E. Revercomb, L. A. Sromovsky, W. L. Smith, R. O. Knuteson, D. C. Tobin, R. K. Garcia, H. B. Howell, H.-L. Huang, and F. A. Best, J. Geophys. Res. 109, D23102 (2004). [CrossRef]
  25. X. Liu, W. L. Smith, D. K. Zhou, and A. Larar, Appl. Opt. 45, 201 (2006). [CrossRef]
  26. X. Liu, D. K. Zhou, A. M. Larar, W. L. Smith, P. Schlussel, S. M. Newman, J. P. Taylor, and W. Wu, Atmos. Chem. Phys. 9, 9121 (2009). [CrossRef]
  27. M. Matricardi and A. P. McNally, Q. J. R. Meteorol. Soc. (2013), doi:10.1002/qj.2156. [CrossRef]

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