Statistical interpolation of ozone measurements from satellite data (TOMS, SBUV and SAGE II) using the kriging method

Annales Geophysicae

Volumn 18, Issue 6, 2000, Pages 666-678

  Tranchant, B J S ^a,b,c   Vincent, A P ^a,b  

^a UNIVERSITÉ DE MONTRÉAL   (Canada)

^b Centre de Recherche en Calcul Applique   (Canada)

^c CERFACS   (France)

Author keywords

Atmospheric composition and structure (middle atmosphere Composition and chemistry); Meteorology and atmospheric dynamics (middle atmosphere dynamics)

Indexed keywords

EID: 0034388895     PISSN: 09927689     EISSN: None     Source Type: Journal    
DOI: 10.1007/s00585-000-0666-x     Document Type: Article

References (36)

1. Bergeron, S. Y., A. V. Vincent, D. A. Yuen, B. J. S. Tranchant, and C. Tchong, Viewing seismic velocity anomalies with 3-D continuous gaussian wavelets, Geophys. Res. Lett., 26(15), 2311, 1999.
2. Bhartia, P. K., R. D. Peters, C. L. Mateer, L. E. Flynn, and C. Wellemeyer, Algorithm for the estimation of vertical ozone profile from the backscattered ultraviolet (BUV) technique, J. Geophys. Res., 101, 18 793-18 806, 1996.
3. Bojkov, R. D., and V. E. Fioletov, Estimating the global ozone characteristics during the last 30 years, J. Geophys. Res., 100, 16 537-16 551, 1995.
4. Chandra, S., and R. D. McPeters, The solar cycle variation of ozone in the stratosphere inferred from Nimbus 7 and NOAA 11 satellites, J. Geophys. Res., 99, 20 665-29 671, 1994.
5. Christakos, G., On the problem of permissible covariance and variogram models, Water Resources Res., 20, 251-265, 1984.
6. Daley, R., Atmospheric data analysis. Cambridge University Press, New York, 1991.
7. Delfiner, P., and J. P. Delhomme, Optimum interpolation by kriging. Proc. NATO ASI, Display and analysis of spatial data, Eds. J. C. Davis and M. J. McCullagh, 96-114, John Wiley, New York, 1973.
8. De Luisi, J. J., C. L. Mateer, D. Theisen, P. K. Bhartia, D. Longenecker, and B. Chu, Northern middle-latitude ozone profiles features and trends observed by SBUV and Umkehr, 1979-1990, J. Geophvs. Res., 99, 18 901-18 908, 1994.
9. Eichmann, K.-U., K. Bramstedt, M. Weber, V. Rozanov, R. deBeek, R. Hoogen, and J. P. Burrows, ozone profile retrieval from GOME satellite data: validation and applications, Proc. 3rd ERS Symposium, Space at the service of our environment, Florence, Italy, 17-21 March 1997.
10. Fleig, et al., Nimbus 7 solar backscatter ultraviolet (SBUV) ozone product user's guide, NASA Ref. Publ., 1234, 117 pp. 1990.
11. Gleason, J. F., and R. D. McPeters, Corrections to the Nimbus 7 solar backscatter ultraviolet data in the "non-sync" period (February 1987 to June 1990), J. Geophys. Res., 100, 16 873-16 877, 1995.
12. Holton, J. R., An introduction to dynamic meteorology, vol 23 of Internal geophysics series, Academic Press, New York, 1979.
13. Journel, A. G., and J. Huijbregt, Mining geostatistics, 600 pp. Academic Press, London, 1989.
14. Kidder, S. Q., and T. H. Vonder Haar, Satellite meteorology, an introduction, 466 pp. Academic Press, San Diego, 1995.
15. Krige, D. G., A statistical approach to some basic mine valuation problems on the Witwatersrand, J. Chem. Metall. Min. Soc. S. Aft., 52, 119-139, 1951.
16. Lefohn, A. S., and V. C. Runeckles, Establishing a standard to protect vegetation-ozone exposure dose considerations, Atmos. Environ., 21, 561-568, 1987.
17. Lefohn, A. S. W. Jackson, D. S. Shadwick, and H. P. Knudsen, Effect of surface ozone exposures on vegetation grown in the southern Appalachian Mountains: identification of possible areas of concern, Atmos. Environ., 31(11), 1695-1708, 1997.
18. LeRoux, D. Y., C. A. Lin, and A. Staniforth, An accurate interpolating scheme for semi-Lagrangian advection on an unstructured mesh for ocean modelling, Tellus, 49A, 117-138, 1997.
19. Mateer, C. L., and J. J. DeLuisi, A new Umkehr inversion algorithm, J. Atmos. Terr. Phys., 54, 537-556, 1992.
20. Matheron, G., Les Variables régionalisées et leur estimation, Masson, Paris, 1965.
21. Matheron, G., The intrinsic random functions and their applications, Adv. Appl. Prob., 5, 439-468, 1973.
22. McPeters, R. D., and G. J. Labow, Assessment of the accuracy of 14.5 years of Nimbus 7 TOMS version 7 ozone data by comparison with the Dobson network, Geophys. Res. Lett., 23, 3695-3698, 1996.
23. McPeters, R. D., T. Miles, L. E. Flynn, C. G. Wellemeyer, and J. M. Zawodny, Comparison of SBUV and SAGE II ozone profiles: implications for ozone trends, J. Geophys. Res., 99, 20 513-20 524, 1994.
24. McPeters, R. D., P. K. Bhartia, A. J. Krueger, J. R. Herman, B. M. Schesinger, C. G. Wellenmeyer, C. J. Seftor, G. Jaross, S. L. Taylor, T. Swissler, O. Torres, G. Labow, W. Byerly, and R. P. Cebula, Nimbus-7 total Ozone Mapping Spectrometer (TOMS) data products user's guide, NASA Ref. Publ., 1384, April, 1996.
25. Mégie, G., Stratosphère et couche d'ozone, 108 pp. Masson, Paris, 1992.
26. Morris G. A., et al., Trajectory mapping and applications to data from the Upper Atmosphere Research Satellite, J. Geophys. Res., 100, 16 491-16 505, 1995.
27. Munro, R., R. Siddans, W. J. Reburn, and B. J. Kerridge, Direct measurement of tropospheric ozone distributions from space, Nature, 392, 168-171, 1998.
28. Newchurch, M. J., D. M. Cunnold, and H. J. Wang, Stratospheric aerosol and gas experiment II-Umkehr ozone profile comparisons, J. Geophys. Res., 100, 14 029-14 042, 1995.
29. Nielsen, A. A., 2D semivariograms in Ed. Cilliers, P. Proc. Fourth South African Workshop on Pattern Recognition, 25-35. Simon's Town, Africa, 1993.
30. Niu, X., et al., Trends in column ozone based on TOMS data: dependence on month, latitude, and longitude, J. Geophys. Res., 97, 14 661-14 669, 1992.
31. Pellerin S., P. A. Michelangeli, B. Tranchant , P. Gauthier, and G. Brunet, Assimilation of TOVS total ozone data: impact on the forecasts and analyses, Proc. Third WMO Symposium on data assimilation, Québec City, 7-11 June 1999.
32. Randel, W. J., and F. Wu, Climatology of stratospheric ozone based on SBUV and SBUV 2 Data: 1978-1994, NCAR Technical Note, NCAR/TN-412+STR, National Center For Atmospheric Research, Boulder, Colorado, USA, April, 1995.
33. Ripley, B. D., Spatial statistics, 252 pp, John Wiley, New York, 1981.
34. Rogers, C. D., Statistical principles of inversion theory, in Inversion methods in atmospheric remote sounding, Ed. A. Deepak, pp 117-138, Academic Press New York, 1977.
35. Sirovich, L., R. Everson, and D. Manin, Turbulent spectrum of the Earth's ozone field, Phys. Rev. Lett., 74, 2611-2614, 1995.
36. Vincent A. P., and B. J. S. Tranchant, Anisotropic turbulent diffusion for ozone transport at 520 K. J. Geophys. Res., 104(D22), 27 203, 1999.