Space-time modeling of vertical ozone profiles

Environmetrics

Volumn 14, Issue 6, 2003, Pages 617-639

  Lee, Jaeyong ^a   Berger, James O ^b  

^a PENNSYLVANIA STATE UNIVERSITY   (United States)

^b DUKE UNIVERSITY   (United States)

Author keywords

Dynamic linear model; Vertical ozone profile

Indexed keywords

MODELING; OZONE; VERTICAL PROFILE;

EID: 0042914829     PISSN: 11804009     EISSN: None     Source Type: Journal    
DOI: 10.1002/env.608     Document Type: Article

References (19)

1. Andrews DG, Holton JR, Leovy CB. 1987. Middle Atmosphere Dynamics, 1st edn. Academic Press.
2. Bloomfield P, Royle JA, Steinberg LJ. 1996. Accounting for meteorological effects in measuring urban ozone levels and trends. Atmospheric Environment 30: 3067-3077.
3. Bojkov RD, Fioletov VE. 1995. Estimating the global ozone characteristics during the last 30 years. Journal of Geophysical Research 100: 16537-16551.
4. Carlin BP, Polson NG, Stoffer DS. 1992. A Monte Carlo approach to nonnormal and nonlinear state-space modeling. Journal of the American Statistical Association 87: 493-500.
5. Carroll R, Chen R, George EI, Li TH, Newton HJ, Schmiediche H, Wang N. 1997. Ozone exposure and population density in Harris county, Texas. Journal of the American Statistical Association 92: 392-415.
6. Carter CK, Kohn R. 1994. On Gibbs sampling for state space models. Biometrika 81: 541-553.
7. Frühwirth-Schnatter S. 1994. Data augmentation and dynamic linear models. Journal of Time Series Analysis 15: 183-202.
8. Guttorp P, Meiring W, Sampson PD. 1994. A space-time analysis of ground-level ozone data. Environmetrics 5: 241-254.
9. Kondratyev KY, Varotsos C, 2000. Atmospheric Ozone Variability, 1st edn. Springer-Praxis.
10. Logan JA. 1994. Trends in the vertical distribution of ozone: an analysis of ozonesonde data. Journal of Geophysical Research 99: 25553-25585.
11. McCormick MP, Veiga RE, Chu WP. 1992. Stratospheric ozone profile and total ozone trends derived from the Sage I and Sage II data. Geophysical Research Letters 19: 269-272.
12. Meiring W. 2000. Seasonal variation in stratospheric ozone levels, a functional data analysis study. In Studies in the Atmospheric Sciences, Vol. 144, Berliner LM, Nychka D, Hoar T (eds). Lecture Notes In Statistics: Springer-Verlag; 79-96.
13. Meiring W, Nychka DW. 1998. Functional data analysis for vertical profiles. In Interface Proceedings: Computing Science and Statistics, Weisberg S (ed.). Interface Foundation of North America, Inc.: Fairfax Station, VA.
14. Meiring W, Guttorp P, Sampson P. 1997. Space-time estimation of grid-cell hourly ozone levels for assessment of a deterministic model. Environmental and Ecological Statistics 5: 197-222.
15. Sitnov SA. 1996. Vertical structure of the extratropical quasi-biennial oscillation in ozone, temperature, and wind derived from ozonesonde data. Journal of Geophysical Research 101: 12855-12866.
16. Wallace JM, Hobbs PV. 1997. Atmosphere Science: An Introductory Survey, 1st edn. Academic Press.
17. West M. 1995a. Bayesian inference in cyclical component dynamic linear models. Journal of the American Statistical Association 90: 1301-1312.
18. West M, 1995b. Time series decomposition and analysis in a study of oxygen isotope records. Discussion Paper 95-18, Duke University, Institute of Statistics and Decision Sciences.
19. West M, Harrison PJ. 1997. Bayesian Forecasting and Dynamic Models, 2nd edn. Springer: New York.