Ozone Profile Retrieval from an Advanced Infrared Sounder: Experiments with Tropopause-Based Climatology and Optimal Estimation Approach

Jennifer C. Wei Perot Systems Government Services, Fairfax, Virginia

Search for other papers by Jennifer C. Wei in
Current site
Google Scholar
PubMed
Close
,
Laura L. Pan National Center for Atmospheric Research, Boulder, Colorado

Search for other papers by Laura L. Pan in
Current site
Google Scholar
PubMed
Close
,
Eric Maddy Perot Systems Government Services, Fairfax, Virginia

Search for other papers by Eric Maddy in
Current site
Google Scholar
PubMed
Close
,
Jasna V. Pittman IM Systems Group, Inc., Rockville, Maryland

Search for other papers by Jasna V. Pittman in
Current site
Google Scholar
PubMed
Close
,
Murty Divarkarla National Center for Atmospheric Research, Boulder, Colorado

Search for other papers by Murty Divarkarla in
Current site
Google Scholar
PubMed
Close
,
Xiaozhen Xiong Perot Systems Government Services, Fairfax, Virginia

Search for other papers by Xiaozhen Xiong in
Current site
Google Scholar
PubMed
Close
, and
Chris Barnet NOAA/NESDIS/Center for Satellite Application and Research, Camp Springs, Maryland

Search for other papers by Chris Barnet in
Current site
Google Scholar
PubMed
Close
Restricted access

Abstract

Motivated by a significant potential for retrieving atmospheric ozone profile information from advanced satellite infrared sounders, this study investigates various methods to optimize ozone retrievals. A set of retrieval experiments has been performed to assess the impact of different background states (or the a priori states) and retrieval algorithms on the retrieved ozone profiles in the upper troposphere and lower stratosphere (UTLS) using Atmospheric Infrared Sounder (AIRS) measurements. A new tropopause-based ozone climatology, using publicly available global ozonesonde data to construct the a priori state, is described. Comparisons are made with the AIRS version 5 (v5) ozone climatology. The authors also present the result of a newly implemented optimal estimation (OE) algorithm and compare it to the current AIRS science team (AST) algorithm used in version 5. The ozone climatology using tropopause-referenced coordinates better preserves the shape and the magnitude of the ozone gradient across the tropopause, especially in the extratropical region. The results of the retrieval experiments indicate that the tropopause-referenced climatology not only helps to optimize the use of instrument sensitivity in the UTLS region, but it also provides better constraints to the OE algorithm.

Corresponding author address: Jennifer C. Wei, Perot Systems Government Services, Camp Springs, MD 20746. Email: jennifer.wei@noaa.gov

Abstract

Motivated by a significant potential for retrieving atmospheric ozone profile information from advanced satellite infrared sounders, this study investigates various methods to optimize ozone retrievals. A set of retrieval experiments has been performed to assess the impact of different background states (or the a priori states) and retrieval algorithms on the retrieved ozone profiles in the upper troposphere and lower stratosphere (UTLS) using Atmospheric Infrared Sounder (AIRS) measurements. A new tropopause-based ozone climatology, using publicly available global ozonesonde data to construct the a priori state, is described. Comparisons are made with the AIRS version 5 (v5) ozone climatology. The authors also present the result of a newly implemented optimal estimation (OE) algorithm and compare it to the current AIRS science team (AST) algorithm used in version 5. The ozone climatology using tropopause-referenced coordinates better preserves the shape and the magnitude of the ozone gradient across the tropopause, especially in the extratropical region. The results of the retrieval experiments indicate that the tropopause-referenced climatology not only helps to optimize the use of instrument sensitivity in the UTLS region, but it also provides better constraints to the OE algorithm.

Corresponding author address: Jennifer C. Wei, Perot Systems Government Services, Camp Springs, MD 20746. Email: jennifer.wei@noaa.gov

Save
  • Barnet, C. D., Goldberg M. , King T. , Nalli N. , Wolf W. , Zhou L. , and Wei J. , 2005: Alternative cloud-clearing methodologies for the Atmospheric Infrared Sounder (AIRS). Atmospheric and Environmental Remote Sensing Data Processing and Utilization: Numerical Atmospheric Prediction and Environmental Monitoring, H.-L. A. Huang et al., Eds., International Society for Optical Engineering (SPIE Proceedings, Vol. 5890), doi:10.1117/12.615238.

    • Search Google Scholar
    • Export Citation
  • Bian, J., Gettelman A. , Chen H. , and Pan L. L. , 2007: Validation of satellite ozone profile retrievals using Beijing ozonesonde data. J. Geophys. Res., 112 , D06305. doi:10.1029/2006JD007502.

    • Search Google Scholar
    • Export Citation
  • Birner, T., 2006: Fine-scale structure of the extratropical tropopause region. J. Geophys. Res., 111 , D04104. doi:10.1029/2005JD006301.

  • Chahine, M. T., 1982: Remote sensing of cloud parameters. J. Atmos. Sci., 39 , 159170.

  • Considine, D. B., Logan J. A. , and Olsen M. A. , 2008: Evaluation of near-tropopause ozone distributions in the Global Modeling Initiative combined stratosphere/troposphere model with ozonesonde data. Atmos. Chem. Phys., 8 , 23652385.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Dethof, A., and Holm E. V. , 2004: Ozone assimilation in the ERA-40 reanalysis project. Quart. J. Meteor. Soc., 130 , 28512872.

  • Divarkarla, M., and Coauthors, 2008: Evaluation of Atmospheric Infrared Sounder ozone profiles and total ozone retrievals with matched ozonesonde measurements, ECMWF ozone data, and Ozone Monitoring Instrument retrievals. J. Geophys. Res., 113 , D15308. doi:10.1029/2007JD009317.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Duda, J. L., and Barth S. C. , 2005: Algorithm science to operations for the National Polar-orbiting Operational Environmental Satellite System (NPOESS) Visible Infrared Imager Radiometer Suite (VIIRS). NASA Goddard Space Flight Center, AD-A449962, 5 pp.

    • Search Google Scholar
    • Export Citation
  • Evtushevsky, O. M., Grytsai A. V. , Klekociuk A. R. , and Milinevsky G. P. , 2008: Total ozone and tropopause zonal asymmetry during the Antarctic spring. J. Geophys. Res., 113 , D00B06. doi:10.1029/2008JD009881.

    • Search Google Scholar
    • Export Citation
  • Hassler, B., Bodeker G. E. , and Dameris M. , 2008: Technical note: A new global database of trace gases and aerosols from multiple sources of high vertical resolution measurements. Atmos. Chem. Phys., 8 , 54035421.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Hoinka, K. P., Claude H. , and Köhler U. , 1996: On the correlation between tropopause pressure and ozone above central Europe. Geophys. Res. Lett., 23 , 17531756.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Lamsal, L. N., Weber M. , Tellmann S. , and Burrows J. P. , 2004: Ozone column classified climatology of ozone and temperature profiles based on ozonesonde and satellite data. J. Geophys. Res., 109 , D20304. doi:10.1029/2004JD004680.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Logan, J., 1999: An analysis of ozonesonde data for the lower stratosphere: Recommendations for testing models. J. Geophys. Res., 104 , 1615116170.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Maddy, E. S., and Barnet C. D. , 2008: Vertical resolution estimates in Version 5 of AIRS operational retrievals. IEEE Trans. Geosci. Remote Sens., 46 , 23752384.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Maddy, E. S., Barnet C. D. , Goldberg M. , Sweeney C. , and Liu X. , 2008: CO2 retrievals from the Atmospheric Infrared Sounder: Methodology and validation. J. Geophys. Res., 113 , D11301. doi:10.1029/2007JD009402.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Maddy, E. S., Barnet C. D. , and Gambcorta A. , 2009: A computationally efficient retrieval algorithm for hyperspectral sounders incorporating a priori information. IEEE Geosci. Remote Sens. Lett., 6 , 802806. doi:10.1109/LGRS.2009.2025780.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • McPeters, R. D., Labow G. J. , and Logan J. A. , 2007: Ozone climatological profiles for satellite retrieval algorithms. J. Geophys. Res., 112 , D05308. doi:10.1029/2005JD006823.

    • Search Google Scholar
    • Export Citation
  • Monahan, K. P., Pan L. L. , McDonald A. J. , Bodeker G. E. , Wei J. , George S. E. , Barnet C. D. , and Maddy E. , 2007: Validation of AIRS v4 ozone profiles in the UTLS using ozonesondes from Lauder, NZ and Boulder, USA. J. Geophys. Res., 112 , D17304. doi:10.1029/2006JD008181.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Pan, L. L., Randel W. J. , Gary B. L. , Mahoney M. J. , and Hintsa E. J. , 2004: Definitions and sharpness of the extratropical tropopause: A trace gas perspective. J. Geophys. Res., 109 , D23103. doi:10.1029/2004JD004982.

    • Search Google Scholar
    • Export Citation
  • Pan, L. L., and Coauthors, 2007a: Chemical behavior of the tropopause observed during the Stratosphere-Troposphere Analyses of Regional Transport experiment. J. Geophys. Res., 112 , D18110. doi:10.1029/2007JD008645.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Pan, L. L., Wei J. C. , Kinnison D. E. , Garcia R. R. , Wuebbles D. J. , and Brasseur G. P. , 2007b: A set of diagnostics for evaluating chemistry-climate models in the extratropical tropopause region. J. Geophys. Res., 112 , D09316. doi:10.1029/2006JD007792.

    • Search Google Scholar
    • Export Citation
  • Pan, L. L., and Coauthors, 2010: The Stratosphere–Troposphere Analyses of Regional Transport 2008 Experiment. Bull. Amer. Meteor. Soc., 91 , 327342.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Pittman, J. V., and Coauthors, 2009: Evaluation of AIRS, IASI, and OMI ozone profile Retrievals in the extratropical tropopause region using in situ aircraft measurements. J. Geophys. Res., 114 , D24109. doi:10.1029/2009JD012493.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Reichler, T., Dameris M. , and Sausen R. , 2003: Determining the tropopause height from gridded data. Geophys. Res. Lett., 30 , 2042. doi:10.1029/2003GL018240.

    • Search Google Scholar
    • Export Citation
  • Rodgers, C. D., 1976: The vertical resolution of remotely sounded temperature profiles with a priori statistics. J. Atmos. Sci., 33 , 707709.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Rodgers, C. D., 2000: Inverse Methods for Atmospheric Sounding. World Science, 238 pp.

  • Strow, L. L., Hannon S. E. , De-Souza Machado S. , Motteler H. E. , and Tobin D. C. , 2006: Validation of the Atmospheric Infrared Sounder radiative transfer algorithm. J. Geophys. Res., 111 , D09S06. doi:10.1029/2005JD006146.

    • Search Google Scholar
    • Export Citation
  • Susskind, J., Barnet C. D. , and Blaisdell J. M. , 2003: Retrieval of atmospheric and surface parameters from AIRS/AMSU/HSB data in the presence of clouds. IEEE Trans. Geosci. Remote Sens., 41 , 390409.

    • Crossref
    • Search Google Scholar
    • Export Citation
  • Warner, J., Comer M. M. , Barnet C. D. , McMillan W. W. , Wolf W. , Maddy E. , and Sachse G. , 2007: A comparison of satellite tropospheric carbon monoxide measurements from AIRS and MOPITT during INTEX-A. J. Geophys. Res., 112 , D12S17. doi:10.1029/2006JD007925.

    • Search Google Scholar
    • Export Citation
  • World Meteorological Organization, 1957: Meteorology—A three-dimensional science: Second session of the commission for aerology. WMO Bull., 4 , 134138.

    • Search Google Scholar
    • Export Citation
  • Xiong, X., Barnet C. D. , Maddy E. , Sweeney C. , Liu X. , Zhou L. , and Goldberg M. , 2008: Characterization and validation of methane products from the Atmospheric Infrared Sounder (AIRS). J. Geophys. Res., 113 , G00A01. doi:10.1029/2007JG000500.

    • Search Google Scholar
    • Export Citation
  • Zhao, B., Li W. , and Zhu Y. , 1994: Study on atmospheric ozone in east Asia with satellite observation. Adv. Atmos. Sci., 11 , 2735.

  • Ziemke, J. R., Chandra S. , and Bhartia P. K. , 2001: Cloud slicing: A new technique to derive upper tropospheric ozone from satellite measurements. J. Geophys. Res., 106 , 98539867.

    • Crossref
    • Search Google Scholar
    • Export Citation
All Time Past Year Past 30 Days
Abstract Views 0 0 0
Full Text Views 237 53 9
PDF Downloads 168 41 7