White Papers and Applications
TABLE OF CONTENTS
1. INTRODUCTION
2. THEORY
3. TOOLKIT DEMONSTRATION
4. INSTALLATION AND LICENSING NOTES
6. REFERENCES
For underlying methods and applications in geophysics see:
- Ghil M., R. M. Allen, M. D. Dettinger, K. Ide, D. Kondrashov, M. E. Mann,
A. Robertson, A. Saunders, Y. Tian, F. Varadi, and P. Yiou, 2000: Advanced spectral methods for climatic time series, Rev. Geophys.,40(1), pp. 3.1-3.41, 10.1029/2000GR000092, read it here.
- D. Kondrashov and M. Ghil, 2006: Spatio-temporal filling of missing points in geophysical data sets, Nonl. Proc. Geophys., 13, 151-159, get it here.
- Dettinger, M.D., Ghil, M., Strong, C.M., Weibel, W., and Yiou, P., 1995: Software expedites singular-spectrum analysis of noisy time series, Eos, Trans. American Geophysical Union, v. 76(2), p. 12, 14, 21.
- Allen, M.R., and Smith, L.A., 1996: Monte Carlo SSA: detecting oscillations in the presence of coloured noise. J. Climate, 9, 3373.
- Mann, M.E. and Lees, J.M., 1996: Robust estimation of background noise and signal detection in climatic time series, Clim. Change, 33, 409-445.
- Vautard, R., Yiou, P., and Ghil, M., 1992: Singular-spectrum analysis: A toolkit for short, noisy chaotic signals, Physica D, 58, 95-126
-
For the applications in the life and biomedical sciences see:
- A. Brawanski, R. Faltermeier, R. D. Rothoerl, C. Woertgen, 2002:
Comparison of near-infrared spectroscopy and tissue PO2 time series in
patients after severe head injury and aneurysmal subarachnoid hemorrhage.
J. Cerebr. Blood F. Met., 22 (5): 605--611.
- Colebrook, J.M., 1978:
Continuous plankton records - zooplankton and environment,
northeast Atlantic and North Sea, 1948-1975,
Oceanol. Acta ,1, 9-23.
- Mineva A, Popivanov D, 1996: Method of singletrial readiness potential
identification, based on singular spectrum analysis.
J. Neurosci. Methods, 68, 91-99.
- Rodo X, Pascual M, Fuchs G, Faruque ASG, 2002:
ENSO and cholera: A nonstationary link related to climate change?
Proc. Nat. Acad. Sci. USA, 99 (20), 12901-12906.
Copyright © 2004-2008, SpectraWorks.
Last modified: May 8, 2008
