Skip to main content
Log in

A differential optical absorption spectroscopy method for \({X_{CO_2}}\) retrieval from ground-based Fourier transform spectrometers measurements of the direct solar beam

  • Published:
Advances in Atmospheric Sciences Aims and scope Submit manuscript

Abstract

A differential optical absorption spectroscopy (DOAS)-like algorithm is developed to retrieve the column-averaged dryair mole fraction of carbon dioxide from ground-based hyper-spectral measurements of the direct solar beam. Different to the spectral fitting method, which minimizes the difference between the observed and simulated spectra, the ratios of multiple channel-pairs—one weak and one strong absorption channel—are used to retrieve \({X_{C{O_2}}}\) from measurements of the shortwave infrared (SWIR) band. Based on sensitivity tests, a super channel-pair is carefully selected to reduce the effects of solar lines, water vapor, air temperature, pressure, instrument noise, and frequency shift on retrieval errors. The new algorithm reduces computational cost and the retrievals are less sensitive to temperature and H2O uncertainty than the spectral fitting method. Multi-day Total Carbon Column Observing Network (TCCON) measurements under clear-sky conditions at two sites (Tsukuba and Bremen) are used to derive xxxx for the algorithm evaluation and validation. The DOAS-like results agree very well with those of the TCCON algorithm after correction of an airmass-dependent bias.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Bovensmann, H., J. P. Burrows, M. Buchwitz, J. Frerick, S. No¨el, V. V. Rozanov, K. V. Chance, and A. P. H. Goede, 1999: SCIAMACHY: Mission objectives and measurement modes. J. Atmos. Sci., 56, 127–150.

    Article  Google Scholar 

  • Buchwitz, M., and Coauthors, 2005: Carbon monoxide, methane and carbon dioxide columns retrieved from SCIAMACHY by WFM-DOAS: Year 2003 initial data set. Atmospheric Chemistry and Physics, 5, 3313–3329.

    Article  Google Scholar 

  • Canadell, J. G., and Coauthors, 2010: Interactions of the carbon cycle, human activity, and the climate system: A researchportfolio. Current Opinion in Environmental Sustainability, 2, 301–311.

    Article  Google Scholar 

  • Kurucz, R. L., 1995: The solar spectrum: Atlases and line identifications. Workshop on Laboratory and Astronomical High Resolution Spectra, ASP Comference Series, No. 81, A. J. Sauval, R. Blomme and N. Grevesse, 17–31.

    Google Scholar 

  • Deutscher, N. M., and Coauthors, 2010: Total column CO2 measurements at Darwin, Australia—site description and calibration against in situ aircraft profiles. Atmospheric Measurement Techniques, 3, 947–958.

    Article  Google Scholar 

  • Easterling, D. R., and M. F. Wehner, 2009: Is the climate warming or cooling? Geophys. Res. Lett., 36, L08706, doi: 10.1029/2009GL037810.

    Article  Google Scholar 

  • Kuze, A., H. Suto, M. Nakajima, and T. Hamazaki, 2009: Thermal and near infrared sensor for carbon observation Fouriertransform spectrometer on the Greenhouse Gases Observing Satellite for greenhouse gases monitoring. Appl. Opt., 48, 6716–6733.

    Article  Google Scholar 

  • Liu, Y., D. X., Yang, and Z. N., Cai, 2013: A retrieval algorithm for TanSat XCO2 observation: Retrieval experiments using GOSAT data. Chinese Science Bulletin, 58, 1520–1523.

    Article  Google Scholar 

  • Min, Q. L., and M. Z. Duan, 2005: Simultaneously retrieving cloud optical depth and effective radius for optically thin clouds. J. Geophys. Res., 110, D21201, doi: 10.1029/2005JD006136.

    Article  Google Scholar 

  • Min, Q. L., E. Joseph, and M. Z. Duan, 2004: Retrievals of thin cloud optical depth from a multifilter rotating shadowband radiometer. J. Geophys. Res., 109, D02201, doi: 10.1029/2003JD003964.

    Article  Google Scholar 

  • Morino, I., and Coauthors, 2011: Preliminary validation of column-averaged volume mixing ratios of carbon dioxide and methane retrieved from GOSAT short-wavelength infrared spectra. Atmospheric Measurement Techniques, 4, 1061–1076.

    Article  Google Scholar 

  • Reuter, M., and Coauthors, 2011: Retrieval of atmospheric CO2 with enhanced accuracy and precision from SCIAMACHY: Validation with FTS measurements and comparison with model results. J. Geophys. Res., 116, D04301, doi: 10.1029/2010JD015047.

    Article  Google Scholar 

  • Solomon S., and Coauthors, 2007: Climate Change 2007: The Physical Science Basis. Contribution of Working Group I to the Fourth Assessment Report of the Intergovernmental Panel on Climate Change. Cambridge University Press, 996 pp.

    Google Scholar 

  • Stephens, B. B., and Coauthors, 2007: Weak northern and strong tropical land carbon uptake from vertical profiles of atmospheric CO2. Science, 316, 1732–1735.

    Article  Google Scholar 

  • Wunch, D., and Coauthors, 2011a: The total carbon column observing network. Philosophical Transactions of the Royal Society A Mathematical Physical and Engineering Sciences, 369, 2087–2112.

    Article  Google Scholar 

  • Wunch, D., and Coauthors, 2011b: A method for evaluating bias in global measurements of CO2 total columns from space. Atmospheric Chemistry and Physics, 11, 12 317–337.

    Google Scholar 

  • Yoshida, Y., Y. Ota, N. Eguchi, N. Kikuchi, K. Nobuta, H. Tran, I. Morino, and T. Yokota, 2011: Retrieval algorithm for CO2 and CH4 column abundances from short-wavelength infrared spectral observations by the Greenhouse gases observing satellite. Atmospheric Measurement Techniques, 4, 717–734.

    Article  Google Scholar 

  • Yoshida, Y., and Coauthors, 2013: Improvement of the retrieval algorithm for GOSAT SWIR XCO2 and XCH4 and their validation using TCCON data. Atmospheric Measurement Techniques, 6, 1533–1547.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Minzheng Duan.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Huo, Y., Duan, M., Tian, W. et al. A differential optical absorption spectroscopy method for \({X_{CO_2}}\) retrieval from ground-based Fourier transform spectrometers measurements of the direct solar beam. Adv. Atmos. Sci. 32, 1119–1128 (2015). https://doi.org/10.1007/s00376-015-4213-9

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00376-015-4213-9

Key words

Navigation