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Singular spectral analysis of homogeneous Indian monsoon (HIM) rainfall

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Abstract

Homogeneous Indian Monsoon region rainfall for the epoch 1871–1990 has been analysed using Singular Spectral Analysis. It is shown that the HIM time series is simple in structure with only the annual oscillation and its first two harmonics accounting for almost the entire variability. Longer period oscillations related to lunar tidal forcing, solar activity and quasibiennial variation are conspicuously absent. It is also shown that the singular spectral decomposition is closely similar to complex demodulation and thus provides variations in the signals which evolve only slowly with time. As the rainfall series is marked by several jerky changes, predictability of HIM rainfall through the principal components derived from SSA appears impossible.

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References

  • Agarwal A K, Singh B P and Nityananda N 1980 An application of complex demodulation technique to geomagnetic data and conductivity studies;Proc. Indian Acad. Sci. (Earth Planet. Sci.) 89 67–77

    Google Scholar 

  • Banks R J 1975 Complex demodulation of geomagnetic data and the estimation of transfer functions;Geophys. JR. Astron. Soc,43 87–101

    Google Scholar 

  • Bloomfield P 1976Fourier analysis of time series: An introduction, (New York: John Wiley & Sons)

    Google Scholar 

  • Broomhead D S and King G P 1986 Extracting qualitative dynamics from experimental data;Physica D20 217–236

    Google Scholar 

  • Parthasarathy B, Rupakumar K and Munnot A A 1993 Homogeneous Indian monsoon rainfall;Proc. Indian Acad. Sci. (Earth Planet. Sci.) 102 121–155

    Google Scholar 

  • Reyment R and Joreskog K G 1993Applied factor analysis in the natural sciences (U.K.: Cambridge Press)

    Google Scholar 

  • Schlesinger M E and Ramankutty N 1994 An oscillation in the global climate system of period 65–70 years;Nature (London),367 723–726

    Article  Google Scholar 

  • Sharma A S, Vassiliadis D and Papadapoulos K 1993 Reconstruction of low dimensional magnetospheric dynamics by singular spectral analysis 1993;Geophys. Res. Lett. 20 335–338

    Article  Google Scholar 

  • Subramaniam Moten 1993 Multiple time scales in rainfall variability;Proc. Indian Acad. Sci. (Earth Planet. Sci.) 102 249–263

    Google Scholar 

  • Ulrych T J and Bishop T N 1975 Maximum entropy spectral analysis and auto regressive decomposition;Rev. Geophys. 13 183–200

    Article  Google Scholar 

  • Yfantis E A and Borgman L E 1981 Fast fourier transform 2-3-5;Computers & Geosci. 7 99–108

    Article  Google Scholar 

  • Vautard R and Ghill M 1989 Singular spectrum analysis in non linear dynamics with application to palaeoclimatic time series;Physica D35 395–424

    Google Scholar 

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Rangarajan, G.K. Singular spectral analysis of homogeneous Indian monsoon (HIM) rainfall. Proc. Indian Acad. Sci. (Earth Planet Sci.) 103, 439–448 (1994). https://doi.org/10.1007/BF02839289

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  • DOI: https://doi.org/10.1007/BF02839289

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