MIT 12 864 - Examples of Applications in Climate

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CHAPTER 3 Example s of Ap plica tions in Climate A number of examples of the use of time series tools in the context of climate problems are found in the list below. Wunsch, C., On sharp spectral lines in the climate record and the millennial peak. Paleoceano., 15, 417-424, 2000. Wunsch, C., The spectral description of climate change including the 100KY energy, Clim. Dyn., DOI 10.1007/s00382-002-0279-z, 2002. Wunsc h, C. and D. E. Gunn, A densely sampled core and climate variable aliasing, Geo-Mar. Letts., 23(1), DOI: 10.1007/s00367-003-0125-22003, 2003.. Huybers, P. and C. Wunsch, Rectification and precession signals in the climate system, Geophys. Res. Letts, 30, 19, 2011,doi:10.1029/2003GL017875, 2003 Wunsch, C., Greenland–Antarctic phase relations and millennial time-scale climate fluctuations in the Greenland cores, Quaternary Sci. Revs. 22, 1631-1646, 2003. Wunsch, C. Quantitative estimate of the Milankovitch-forced contribution to observed climate change. Quat. Sci. R evs., 23/9-10, 1001-1012, 2004. 9798 3. E XAM P LE S OF AP PLICAT IO NS IN CL IM AT E 1. References Amos, D. E. and L. H. Koopmans 1962 Tables of the Distribution of the Coe!cient of Coherence for Stationary Bivariate Gaussian Processes. Sandia Corp. Monograph, SCR-483, xx pp. Bendat, J. S. and A. G. Piersol, 1986 Random Data. Analysis and Measurement Procedures, Second Edition, 566 pp., Wiley-Interscience, New York. Bracewell, R. N. 1978 The Fourier Transform and Its Applications. 444 pp McGraw-Hill, New York. Chapman, M. R. and N. J. Shackleton, 2000 Evidence of 550-year and 1000-year cyclicities in North Atlantic circulation patterns during the Holocene. The Holocene, 10, 287-291. Claerbout. J. F. 1985 Fundamentals of Geophysical Data Processing, with Applications to Petroleum Prospecting. Blackwell, P alo Alto Ca., 274 pp. Clemens, S. C. and R. Tiedemann 1997 Eccentricity forcing of Pliocene-Earth Pleistocene climate revealed in a marine oxygen-isotope record. Nature, 385, 801-804. Cramér, H. 1946 Mathematical Methods of Statistics. 574 pp. Princeton U. Press, Princeton. Davenport, W. B. Jr. and W. L. Root 1958 An Introduction to the Theory of Random Signals and Noise. 393 pp. McGraw-Hill, New York Freeman, H. 1965 Discrete-Time Systems. An Introduction to the Theory. 241pp. John Wiley, New York. Garrett, C. J. R. and W. H. Munk 1972 Space-time scales of internal waves. Geophys. Fl. Dyn.,3, 225-264 Groves, G. W. and E. J. Hannan 1968 Time series regression of sea level on weather,. Revs. Geophys., 6, 129-174. Hamilton, J. D. 1994 Time Series Analysis, 793 pp. Princton Un. Press. Hannan, E. J. 1970 Multiple Time Series. 536 pp. John Wiley, New York. Hurrell, J. W., Decadal trends in the North Atlantic oscillation regional temperatures and precipitation. Science, 269, 676-679. Jackson, D. D., 1975 Classical Electrodynamics, 2nd ed., 848 pp., John Wiley, New York. Jenkins, G. M. and D. G. Watts 1968 Spectral Analysis and Its Applications. 525pp Holden-Day, San Francisco. Jollie, I. T. 1986 Principal Component Analysis. 271 pp Springer-Verlag, New York. Jury, E. I. 1964 Theory and Applic ation of the z-Transform Method. 330.pp John Wiley, New York. Körner, T. W. 1988 Fourier Analysis. 591pp Cambridge Un. Press, Cambridge. Levinson, N. 1947 The Wiener RMS (root mean square) error criterion in filter design and prediction. J. Math. Phys., 25, 261-278 (reprinted as an Appendix to Wiener, 1949). Liebelt, P. B. 1967 An Introduction to Optimal Estimation, 273pp. Addison-Wesley, Reading, Mass. Lighthill, M. J. 1958 Fourier Analys is and Generalized Functions. 79 pp Cambridge Un. Press. McCoy, E. J., A. T. Walden, and D. B. Percival 1998. Multitaper spectral estimation of power law processes IEEE Trans. Signal Processing, 46, 655-668.99 1. REFERENCES Moore, M. I. and P. J. Thomson 1991 Impact of jittered sampling on conventional spectral estimates. J. Geophys. Res., 96, 18,519-18,526. Munk, W. H. and G. J. F. MacDonald 1960 The Rotation of the Earth: A Geophysical Discussion 323pp., Cambridge University Press, Cambridge 323pp. Parke, M. E., R. H. Stewart, D. L. Farless and D. E. Cartwright 1987 On the choice of orbits for an altimetric satellite to study ocean circulation and tides. J. Geophys. Res., 92, 11,693-11,707. Percival, D. B. and A. T. Walden 1993 Spectral Analysis for Physical Applications. Multitaper and Conventional Univariate Techniques. 583 pp Cambridge Un. Press, Cambridge. Percival, D. B. and A. T. Walden, 2000 Wavelet Methods for Time Series Analysis. Cambriduge Un. Press, Cambridge 594 pp. Press, W. H., B. P. Flannery, S. A. Teukolsky, and W. T. Vetterling 1992 Numerical Recipes,2nd ed., Cambridge U. Press, Cambridge. Priestley, M. B. 1982 Spectral A nalysis and Time Series. Volume 1: Univariate Series. Volume 2: Multivariate Series, Prediction and Control. 890pp plus appendices (combined edition) Academic, London. Stephenson, D. B., V. Pavan, and R. Bojariu 2000 Is the North A tlantic Oscillation a random walk? Int. J. Climatol., 20, 1-18. von Storch, H. and F. W. Zwiers 1999. Statistical Analysis in Climate Research. Cambridge U. Press, Cambridge. Thomson, P. J. and P. M. Robinson 1996 Estimation of second-order properties from jittered time series. Annals Inst. Stat. Maths., 48, 29-48. Tiedemann, R., M. Sarn thein, and N. J. Shackleton 1994. Astronomic time scale for the Pliocene Atlantic O1080 and dust flux records of Ocean Drilling Proram site 659. Paleoceanog., 9, 619-638. Tuke y, J. W. 1984 Styles of spectrum analysis. in, A Celebration in Geophysics and Oceanography - 1982. In HonorofWalterMunk, SIO Reference Series 84-5, La Jolla Ca, 100-103. Vautard, R. and M. Ghil 1989 Singular spectrum analysis in nonlinear dynamics with applications to paleoclimatic time-series, Physica D, 35, 395-424. Wiener, N. 1949 The Extrapolation, Interpolation and Smoothing of Stationary Time Series, 163 pp The Tec hnology Press of MIT and J. Wiley, New York. Wunsch, C. and A. E. Gill 1976 Observations of equatorially trapped waves in Pacific sea level variations Deep-Sea Res., 23,371-390. Wunsch, C. and D. Stammer 1998 Satellite altimetry, the marine geoid and the oceanic general circulation. Ann. Revs. Earth Plan. Scis., 26, 219-254. Wunsch, C.


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