NASA GODDARD HOMEPAGE FOR TROPOSPHERIC OZONE

NASA Goddard Space Flight Center

Code 613.3, Chemistry and Dynamics Branch

Investigators:

  • Dr. Jerry R. Ziemke (NASA GSFC Code 613.3, and Univ. Of Maryland Balt. Co.) (Personal homepage)

  • Dr. Sushil Chandra (NASA GSFC Code 613.3, and Univ. Of Maryland Balt. Co.)


  • Dr. Pawan K. Bhartia (NASA GSFC Code 613.3)
    (Personal homepage)

  • * * * Please Read NASA website Privacy Statement * * *



    MAIN MENU

  • TROPOSPHERIC OZONE DATA AND IMAGES FROM AURA OMI/MLS
  • OTHER PUBLIC DOMAIN DATA AND IMAGES, ETC.
  • PUBLICATIONS
  • CONTACT PERSON
  • GO TO TOMS DATA PRODUCTS HOMEPAGE
  • GO TO NASA GODDARD CHEMISTRY AND DYNAMICS BRANCH (Code 613.3) HOMEPAGE
  • GO TO NASA HOMEPAGE
  • TREND ANALYSIS SOFTWARE, ETC.




  • TROPOSPHERIC OZONE DATA AND IMAGES FROM AURA OMI/MLS

    As members of the Aura Ozone Monitoring Instrument (OMI) science team we are developing several tropospheric ozone data products from OMI in combination with Aura Microwave Limb Sounder (MLS). One of these involves OMI measurements alone to derive tropospheric and stratospheric ozone. By combining OMI total column ozone measurements with MLS stratospheric column ozone measurements, we are producing global maps of OMI/MLS tropospheric ozone. Aura MLS stratospheric ozone data were provided in collaboration with the Aura MLS team at Jet Propulsion Laboratory, Pasadena, CA.


    NOTES:

    (1) The tropospheric ozone on this webpage from combined Aura OMI and
    MLS is an experimental science research data product and is not a
    standard data product. All tropospheric ozone data and images
    involving OMI/MLS residual measurements are considered preliminary,
    and development of these data products is ongoing work. Please
    revisit this website periodically for updates to images and data.

    (2) All OMI data and images from this webpage used older version
    8 "collection 2" processing and not the newer version 8.5 "collection
    3". An exception is the new preliminary global maps of tropospheric
    ozone for October 2004 - July 2008 (see below).

    (3) This is the journal reference for the OMI/MLS tropospheric
    ozone data:

    Ziemke, J. R., S. Chandra, B. N. Duncan, L. Froidevaux, P. K. Bhartia,
    P. F. Levelt, and J. W. Waters,
    "Tropospheric ozone determined from Aura OMI and MLS: Evaluation
    of measurements and comparison with the Global Modeling Initiative's
    Chemical Transport Model"
    , J. Geophys. Res., 111, D19303,
    doi:10.1029/2006JD007089, 2006.


    * * * OMI/MLS TROPOSPHERIC OZONE DATA * * *

    * * * Tropospheric ozone images from Aura OMI tropical Cloud Slicing (+ other Aura images) * * *

    * * * Tropospheric ozone movies from Aura OMI tropical Cloud Slicing (+ other Aura, etc. movies) * * *


    MAPS OF MONTHLY-MEAN TROPOSPHERIC
    COLUMN OZONE FROM OMI/MLS RESIDUAL
    MEASUREMENTS (OCT04 - JUL08):

    October 2004, November 2004, December 2004, January 2005, February 2005,
    March 2005, April 2005, May 2005, June 2005, July 2005,
    August 2005, September 2005, October 2005, November 2005, December 2005,
    January 2006, February 2006, March 2006, April 2006, May 2006,
    June 2006, July 2006, August 2006, September 2006, October 2006,
    November 2006, December 2006, January 2007, February 2007, March 2007,
    April 2007, May 2007, June 2007, July 2007, August 2007,
    September 2007, October 2007, November 2007, December 2007, January 2008,
    February 2008, March 2008, April 2008, May 2008, June 2008,
    July 2008 August 2008 September 2008 October 2008 November 2008

    PSEUDO CLIMATOLOGY OF ABOVE
    TROPOSPHERIC COLUMN OZONE:

    January-April , May-August , September-December


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    OTHER PUBLIC DOMAIN DATA AND IMAGES, ETC. :

    Monthly-mean maps (GIF images) of tropical tropospheric column ozone (in Dobson Units) derived from the Convective Cloud Differential (CCD) method [Ziemke et al., 1998]:

    1979 1980 1981 1982 1983
    1984 1985 1986 1987 1988
    1989 1990 1991 1992 1993
    1994 1995 1996 1997 1998
    1999 2000 2001 2002 2003
    2004 2005

    GRIDDED TROPICAL DATA:

    Data for the above tropospheric column ozone images can be obtained at this website. The data (see DATA DOCUMENTATION ) represent monthly-means with a resolution of 5 degrees latitude by 5 degrees longitude and are printed in ASCII format for both TROPOSPHERIC and STRATOSPHERIC column measurements. Stratospheric column ozone to within a few Dobson Units in the tropics is zonally homogeneous. For this reason the stratospheric column ozone data file gives only one value for each latitude. There is also an IDL PROCEDURE provided to read these data tables. At current time these CCD data files are developed from Nimbus 7 TOMS and Earth Probe TOMS version 8 measurements. In the future, the new Aura OMI CCD data will be appended to continue this long time-record data set.

    PACIFIC AVERAGED DATA FOR 50S TO 60N:

    Pacific averaged (120W-120E) monthly mean stratospheric and tropospheric column ozone from TOMS measurements covering the latitudeS 50S to 60N (5 degree latitude bands) can be obtained here. The tabulated data were obtain using the CCD method. Measurements for latitudes south of 50S and north of 60N are not included in the tables because there are not enough suitable clouds for using the CCD method. As with the above data tables, TOMS version 8 level-2 footprint measurements were used to construct the data. There are two ASCII tables, one for STRATOSPHERIC column ozone and one for TROPOSPHERIC column ozone. Time coverage extends from January 1979 through December 2005. Two-sigma uncertainties in these monthly measurements of both stratospheric and tropospheric column ozone are 5 DU. There is an IDL PROCEDURE provided to read these data tables. Note that in the tables the two left-most numbers designate latitude ranges (maximum and minimum) for the measurements. It is noted that the stratospheric column ozone measurements outside the tropics from Earth Probe TOMS began having problems in mid-2001. Stratospheric ozone began showing an erroneous downward trend and a signature of a solar zenith angle dependent calibration drift. Stratospheric data for years 2001-2005 are lower than they should be, so that the variabilities in the measurements should be evaluated with caution. Tropospheric ozone is not affected directly by calibration drift (it's a differencing method) and maintains reasonable numbers through year 2005.

    SPECIAL NOTES:

    All of the above data tables were determined from Nimbus 7 TOMS (Jan79-Apr93) and Earth Probe TOMS (Aug96-Dec05) satellite measurements. Following December 2005, Earth Probe TOMS no longer provides data. In the future, the new Aura OMI ozone measurements will be used to continue adding to these long time records of stratospheric and tropospheric column ozone.

    Below is the primary journal reference for the CCD data and methodology:

    Ziemke, J. R., S. Chandra, and P. K. Bhartia,
    "Two new methods for deriving tropospheric column ozone from TOMS
    measurements: The assimilated UARS MLS/HALOE and convective-cloud
    differential techniques"
    , J. Geophys. Res., 103, 22,115-22,127, 1998.

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    REFEREED CO-AUTHOR PUBLICATIONS ON TROPOSPHERIC
    OZONE FROM MEMBERS OF OUR RESEARCH GROUP (NOTE:
    IF YOU WISH TO HAVE A COPY OF ONE OF THESE PAPERS
    PLEASE SEND THE CONTACT PERSON (SEE BELOW) AN
    EMAIL MESSAGE STATING THIS REQUEST:

    Chandra, S., J. R. Ziemke, B. N. Duncan, T. L. Diehl, and TBD,
    "Effects of the 2006 El Niņo on tropospheric ozone and carbon
    monoxide: Implications for dynamics and biomass burning"
    ,
    Atmos. Chem. Phys. Dis., in review, 2009.

    Ziemke, J. R., J. Joiner, S. Chandra, P. K. Bhartia, A. Vasilkov, et al.,
    Ozone mixing ratios inside tropical deep convective clouds from
    OMI satellite measurements"
    , Atmos. Chem. Phys., in press, 2009.

    Duncan, B. N., J. J. West, Y. Yoshida, A. M. Fiore, and J. R. Ziemke,
    "The influence of European pollution on ozone in the Near East
    and northern Africa"
    , Atmos. Chem. Phys., 8, 2267-2283, 2008.

    Fishman, J., K. W. Bowman, J. P. Burrows, et al.,
    "Remote sensing of chemically reactive tropospheric trace gases
    from space"
    , Bull. Amer. Meteorol. Soc., 805-821, June 2008.

    Schoeberl, M. R., J. R. Ziemke, B. Bojkov, N. Livesey, B. N. Duncan, et al.,
    "A trajectory-based estimate of the tropospheric ozone column using
    the residual method"
    , J. Geophys. Res., 112, D24S49,
    doi:10.1029/2007JD008773, 2007.

    Martin, R. V., B. Sauvage, I. Folkins, C. E. Sioris, C. Boone,
    P. Bernath, and J. R. Ziemke
    "Space-based constraints on the production of nitric oxide by
    lightning"
    , J. Geophys. Res., 112 (D9), D09309, 2007.

    Sauvage, B., R. V. Martin, A. van Donkelaar, and J. R. Ziemke,
    "Quantification of the factors controlling tropical tropospheric
    ozone and the South Atlantic maximum"
    , J. Geophys. Res.,
    112 (D11) D11309, 2007.

    Ziemke, J. R., S, Chandra, S., M. R. Schoeberl, L. Froidevaux,
    W. G. Read, P. F. Levelt, and P. K. Bhartia,
    "Intra-seasonal variability in tropospheric ozone and water vapor in
    the tropics"
    , Geophys. Res. Lett., 34, L17804,
    doi:10.1029/2007GL030965, 2007.

    Chandra, S., J. R. Ziemke, M. R. Schoeberl, L. Froidevaux, W. G. Read,
    P. F. Levelt, and P. K. Bhartia,
    "Effects of the 2004 El Nino on tropospheric ozone and water vapor",
    Geophys. Res. Lett., 34, L06802, doi:10.1029/2006GL028779, 2007.

    Ziemke, J. R., S. Chandra, B. N. Duncan, L. Froidevaux, P. K. Bhartia,
    P. F. Levelt, and J. W. Waters,
    "Tropospheric ozone determined from Aura OMI and MLS: Evaluation
    of measurements and comparison with the Global Modeling Initiative's
    Chemical Transport Model"
    , J. Geophys. Res., 111, D19303,
    doi:10.1029/2006JD007089, 2006.

    Tie, X., S. Chandra, J. R. Ziemke, C. Granier, and G. P. Brasseur,
    "Satellite measurements of tropospheric column O3 and NO2 in eastern
    and southeastern Asia: Comparison with a global model (MOZART-2)"
    ,
    J. Atmos. Chem.", doi:10.1007/s10874-006-9045-7, 2006.

    Ziemke, J. R., S. Chandra, and P. K. Bhartia,
    "A 25-year data record of atmospheric ozone in the Pacific from TOMS
    Cloud Slicing: Implications for ozone trends in the stratosphere and
    troposphere"
    , J. Geophys. Res., 110, D15105, doi:10.1029/2004JD005687, 2005.

    Chandra, S., J. R. Ziemke, X. Tie, and G. Brasseur,
    "Elevated ozone in the troposphere over the Atlantic and Pacific Oceans
    in the northern hemisphere"
    , Geophys. Res. Lett., 31, L23102,
    doi:10.1029/2004GL020821, 2004.

    Ziemke, J. R., and S. Chandra,
    "A Madden-Julian Oscillation in tropospheric ozone", Geophys. Res.
    Lett., 30(23), 2182, doi:10.1029/2003GL018523, 2003.

    Ahn, C., J. R. Ziemke, S. Chandra, and P. K. Bhartia,
    "Derivation of tropospheric column ozone from EPTOMS/GOES co-located
    data sets using the Cloud Slicing technique"
    , J. Atmos. Solar Terr.
    Phys., 65(10), 1127-1137, 2003.

    Ziemke J. R., S. Chandra, and P. K. Bhartia,
    "Upper tropospheric ozone derived from the Cloud Slicing technique:
    Implications for large-scale convection"
    , J. Geophys. Res., 108(D13),
    4390, doi:10.1029/2002JD002919, 2003.

    Chandra, S., J. R. Ziemke, and R. V. Martin,
    "Tropospheric ozone at tropical and middle latitudes derived from
    TOMS/MLS residual: Comparison with a global model"
    , J. Geophys. Res.,
    108(D9), 4291, doi:10.1029/2002JD002912, 2003.

    Ziemke, J. R., and S. Chandra,
    "La Nina and El Nino induced variabilities of ozone in the tropical
    lower atmosphere during 1970-2001"
    , Geophys. Res. Lett., 30(3), 1142,
    doi:10.1029/2002GL016387, 2003.

    Chandra, S., J. R. Ziemke, P. K. Bhartia, and R. V. Martin,
    "Tropical tropospheric ozone: Implications for dynamics and biomass
    burning"
    , J. Geophys. Res., 107(D14), doi:10.1029/2001JD00044, 2002.

    Ziemke, J. R., S. Chandra, and P. K. Bhartia,
    "Cloud slicing: A new technique to derive upper tropospheric ozone
    from satellite measurements"
    , J. Geophys. Res., 106, 9853-9867, 2001.

    Martin, R. V., D. J. Jacob, J. A. Logan, J. R. Ziemke, and R. Washington,
    "Detection of lightning influence on tropical tropospheric ozone using
    empirical orthogonal functions"
    , Geophys. Res. Lett., 27, 1639-1642, 2000.

    Ziemke, J. R., S. Chandra, and P. K. Bhartia,
    "A new NASA data product: Tropospheric and stratospheric column ozone
    in the tropics derived from TOMS measurements"
    , Bull. Amer. Meteorol.
    Soc., 81, 580-583, 2000.

    Ziemke, J. R., and S. Chandra,
    "Seasonal and interannual variabilities in tropical tropospheric ozone" ,
    J. Geophys. Res., 104, 21,425-21,442, 1999.

    Chandra S., J. R. Ziemke, and R. W. Stewart,
    "An 11-year solar-cycle in tropospheric ozone from TOMS measurements" ,
    Geophys. Res. Lett., 26, 185-188, 1999.

    Ziemke, J. R., S. Chandra, and P. K. Bhartia,
    "Two new methods for deriving tropospheric column ozone from TOMS
    measurements: The assimilated UARS MLS/HALOE and convective-cloud
    differential techniques"
    , J. Geophys. Res., 103, 22,115-22,127, 1998.

    Ziemke, J. R., and S. Chandra,
    "On tropospheric ozone and the tropical wave 1 in total ozone", in Atmospheric
    ozone, Vol. 1, edited by R. D. Bojkov and G. Visconti, pp. 447-450, 1998.

    Chandra, S., J. R. Ziemke, W. Min, and W. G. Read,
    "Effects of 1997-1998 El Nino on tropospheric ozone and water vapor" ,
    Geophys. Res. Lett., 25, 3867-3870, 1998.

    Ziemke, J. R., and S. Chandra,
    "Comment on 'Tropospheric ozone derived from TOMS/SBUV measurements
    during TRACE A' by J. Fishman et al."
    , J. Geophys. Res., 103,
    13,903-13,906, 1998.

    Ziemke, J. R., S. Chandra, A. M. Thompson, and D. P. McNamara,
    "Zonal asymmetries in southern hemisphere column ozone: Implications of
    biomass burning"
    , J. Geophys. Res., 101, 14,421-14,427, 1996.

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    TREND ANALYSIS SOFTWARE, ETC.:

    MULTIPLE LINEAR REGRESSION SOURCE CODES FOR TREND ANALYSIS AND GENERAL SCIENCE APPLICATIONS (both Fortran and IDL software - includes example programs). The trend analysis codes originate from Ziemke et al. [1997]:

    Ziemke, J. R., S. Chandra, R. D. McPeters, and P. Newman,
    Dynamical proxies of column ozone with applications to global
    trend models
    , J. Geophys. Res., 102, 6117-6129, 1997.

    (If you use the regression trend routine(s) for published work, you may if you want list this paper as the reference to these trend programs.) Ziemke et al. [1997] used a Monte Carlo statistical approach. The multi-variate statistics built into the trend code can be turned off and replaced by a Monte Carlo method by adding random noise to the independent proxies.

    FORTRAN CODE for solving general N X N linear system problems (i.e.,solves AX=B using Gauss-Jordan method).

    FORTRAN CODE for numerically solving ordinary differential equations (coupled Runge-Kutta method). This program shows one example of a 3rd-order ODE and prints the results to an ASCII table which can be plotted using an IDL PLOTTING PROGRAM. The IDL program generates a postscript IMAGE.

    FORTRAN CODE for Empirical Orthogonal Function (EOF) analysis of data.

    FORTRAN CODE for Fast Fourier Transform analysis of data. The first step of Fourier analysis is to determine prime number factorization of the time series length (Here is a FORTRAN CODE for providing prime number factorization). Here is also a FORTRAN CODE for listing prime numbers.

    Short glossary of commonly-used terms in Atmospheric Science (all pages are GIF IMAGES): PAGE1, PAGE2, PAGE3, PAGE4, PAGE5, PAGE6.

    SHORT GLOSSARY (text file) of commonly-used terms in Atmospheric Science from the University of Illinois at Urbana-Champaign.

    FIGURE (GIF IMAGE): What is a Dobson Unit (DU)?

    FIGURE (GIF IMAGE): How is Column Ozone Computed?

    SPACE TIME HARMONIC DECOMPOSITION (GIF IMAGE) for data with one temporal and one spatial (longitude) variable.

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    CONTACT PERSON:

    Dr. Jerry R. Ziemke
    NASA Goddard Space Flight Center
    Code 613.3, Chemistry and Dynamics Branch
    Greenbelt, Maryland, 20771
    Office phone: 301-614-6034
    Office Fax: 301-614-5903
    Email: ziemke@jwocky.gsfc.nasa.gov
    Affiliation: UMBC GEST (non-NASA website), Baltimore, Maryland

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    NASA HOME GSFC HOME Web Curator: Dr. Jerry R. Ziemke (UMBC GEST, and NASA GSFC Code 613.3)
    Responsible NASA official: Dr. P. K. Bhartia, Atmospheric Chemistry and Dynamics Branch, NASA GSFC Code 613.3