Statistical prediction of cyclostationary processes

Journal of Climate

Volumn 13, Issue 6, 2000, Pages 1098-1115

  Kim, Kwang Y ^a,b  

^a TEXAS A AND M UNIVERSITY   (United States)

^b FLORIDA STATE UNIVERSITY   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ATMOSPHERIC TEMPERATURE; COMPUTER SIMULATION; DROUGHT; FORECASTING; PRECIPITATION (METEOROLOGY); STATISTICAL METHODS;

CYCLOSTATIONARY PREDICTION METHOD; STATISTICAL PREDICTION;

CLIMATOLOGY;

CLIMATE PREDICTION; EL NINO; METHODOLOGY; STATISTICAL ANALYSIS;

EID: 0033924416     PISSN: 08948755     EISSN: None     Source Type: Journal    
DOI: 10.1175/1520-0442(2000)013<1098:SPOCP>2.0.CO;2     Document Type: Article

References (27)

1. Barnston, A. G., and C. F. Ropelewski, 1992: Prediction of ENSO episodes using canonical correlation analysis. J. Climate, 5, 1316-1345.
2. _, and Coauthors, 1994: Long-lead seasonal forecasts - Where do we stand? Bull. Amer. Meteor. Soc., 75, 2097-2114.
3. _, M. H. Glantz, and Y. He, 1999: Predictive skill of statistical and dynamical climate models in SST forecasts during the 1997-98 El Niño episode and the 1998 La Niña onset. Bull. Amer. Meteor. Soc., 80, 217-243.
4. Behringer, D. W., M. Ji, and A. Leetmaa, 1998: An improved coupled model for ENSO prediction and implications for ocean initialization. Part I: The ocean data assimilation system Mon. Wea. Rev., 126, 1013-1021.
5. Blumenthal, M. B., 1991: Predictability of a coupled ocean-atmosphere model. J. Climate, 4, 766-784.
6. Chang, P., B. Wang, T. Li, and L. Ji, 1994: Interactions between the seasonal cycle and the Southern Oscillation - Frequency entrainment and chaos in a coupled ocean-atmosphere model. Geophys. Res. Lett, 21, 2817-2820.
7. _, L. Ji, B. Wang, and T. Li, 1995: Interactions between the seasonal cycle and El Niño-Southern Oscillation in an intermediate coupled ocean-atmosphere model. J. Atmos Sci 52, 2353-2372.
8. Climate Analysis Center, 1998: Near real-time analyses, ocean/atmosphere. Climate Diagnostic Bulletin, No. 98/12. 81 pp. [Available from Climate Prediction Center, W/NP52, Rm. 605. WWBG, 5200 Auth. Rd., Camp Springs, MD 20746-4304.
9. Graham, N. E., J. Michaelsen, and T. P. Barnett, 1987a: An investigation of the El Niño-Southern Oscillation cycle with statistical models: I. Predictor field characteristics. J. Geophys. Res., 92, 14251-14270.
10. _, _, and _, 1987b: An investigation of the El Niño-Southern Oscillation cycle with statistical models: 2. Model results. J. Geophys. Res., 92, 14271-14289.
11. Ji, M., D. W. Behringer, and A. Leetmaa, 1998: An improved coupled model for ENSO prediction and implications for ocean initialization. Part II: The coupled model. Mon. Wea. Rev., 126, 1022-1034.
12. Jin, F.-F., J. D. Neelin, and M. Ghil, 1994: El Niño on the devil's staircase: Annual subharmonic steps to chaos. Science, 264, 70-72.
13. Kim, K.-Y., and G. R. North, 1997: EOFs of harmonizable cyclostationary processes. J. Atmos. Sci., 54, 2416-2427.
14. _, and _, 1998: EOF-based linear prediction algorithm: Theory. J. Climate, 11, 3046-3056.
15. _, and _, 1999: EOF-based linear prediction algorithm: Examples. J. Climate, 12, 2076-2092.
16. _, and Q. Wu, 1999: A comparison study of EOF techniques: Analysis of nonstationary data with periodic statistics. J. Climate, 12, 185-199.
17. _, G. R. North, and J. Huang, 1996: EOFs of one-dimensional cyclostationary time series: Computations, examples, and stochastic modeling. J. Atmos. Sci., 53, 1007-1017.
18. Livezey, R. E., 1995: The evaluation of forecasts. Analysis of Climate Variability, H. von Storch and A. Navarra, Eds., Springer-Verlag, 177-196.
19. National Weather Service, 1998: Experimental Long-Lead Forecast Bulletin, Vol. 7, No. 4. 91 pp. [Available from Center for Ocean-Land-Atmosphere Studies, 4041 Powder Mill Rd., Suite 302, Calverton, MD 20705.]
20. Newton, H. J., 1988: TIMESLAB: A Time Series Analysis Laboratory. Wadsworth and Brooks/Cole, 623 pp.
21. Penland, C., and T. Magorian, 1993: Prediction of Niño 3 sea surface temperatures using linear inverse modeling. J. Climate, 6, 1067-1076.
22. Tangang, F. T., W. W. Hsieh, and B. Tang, 1997: Forecasting the equatorial Pacific sea surface temperatures by neural network models. Climate Dyn., 13, 135-147.
23. Tziperman, E., L. Stone, M. A. Cane, and H. Jarosh, 1994: El Niño chaos: Overlapping of resonances between the seasonal cycle and the Pacific ocean-atmosphere oscillator. Science, 264, 72-74.
24. _, M. A. Cane, S. E. Zebiak, Y. Xue, and B. Blumenthal, 1998: Locking of El Niño's peak time to the end of the calendar year in the delayed oscillator picture of ENSO. J. Climate, 11, 2191-2199.
25. Van den Dool, H. M., 1994: Searching for analogues, how long must we wait? Tellus, 46A, 314-324.
26. von Storch, H., G. Bürger, R. Schnur, and J.-S. von Storch, 1995: Principal oscillation patterns: A review. J. Climate, 8, 377-400.
27. Woodruff, S. D., R. J. Slutz, R. L. Jenne, and P. M. Stcure; 1987: A comprehensive ocean-atmosphere data set. Bull. Amer. Meteor. Soc., 68, 1239-1250.