Articles | Volume 23, issue 5
Nonlin. Processes Geophys., 23, 361–374, 2016
Nonlin. Processes Geophys., 23, 361–374, 2016

Research article 20 Sep 2016

Research article | 20 Sep 2016

Wavelet analysis of the singular spectral reconstructed time series to study the imprints of solar–ENSO–geomagnetic activity on Indian climate

Sri Lakshmi Sunkara and Rama Krishna Tiwari

Related subject area

Subject: Time series, machine learning, networks, stochastic processes, extreme events | Topic: Climate, atmosphere, ocean, hydrology, cryosphere, biosphere
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Cited articles

Alonso, F. J., Castillo, J., and Pintado, P.: Application of Singular Spectrum Analysisto the Smoothing of Raw Kinematic Signals, J. Biomech., 38, 1085–1092, 2005.
Appenzeller, C., Stocker, T. F., and Anklin, M.: North Atlantic Oscillation Dynamics Record in Greenland Ice Cores, Science, 282, 446–449, 1998.
Barnett, T. P., Dumeil, L., Schlese, U., and Roeckner, L.: The effect of Eurasian snow cover on regional and global climate variations, J. Atmos. Sci., 48, 661–685, 1989.
Benestaed, R. E. and Schmidt, G. A.: Solar trends and global warming, J. Geophys. Res., 114, D1401,, 2009.
Bhattacharyya, A. and Chaudhary, V.: Late-summer temperature reconstruction of the Eastern Himalayan Region based on tree-ring data of Abies densa, Arct. Antarct. Alp. Res., 35, 196–202, 2003.
Short summary
This paper presents a new spectral approach to identifying the periodic patterns from the published Indian temperature variability records. The wavelet analysis of the SSA reconstructed time series highlights the removal of noise in the data and identifies the existence of a high-amplitude, recurrent, multidecadal scale patterns in the Indian continent, confirming the possible influences of sunspot-geomagnetic activity-ENSO through teleconnection.