Abstract
In this work, we apply multichannel singular spectrum analysis (MSSA), a data-adaptive, multivariate, non-parametric technique that simultaneously exploits the spatial and temporal correlations of the input data to extract common modes of variability, to investigate the intermediate quasi-periodicities of the Fe xiv green coronal emission line at 530.3 nm for the period between 1944 and 2008. Our analysis reveals several significant mid-term periodicities in a range from about one to four years that are consistent with the so-called quasi-biennial oscillations (QBOs), which have been detected by several authors using different data sets and analysis methods. These QBOs display amplitudes varying significantly with time and latitude over the six solar cycles (18 to 23) covered by this study. A clear North–South asymmetry is detected both in their intensity and period distribution, with a net predominance of spectral power in the active-region belt of the northern hemisphere. On the other hand, while the QBOs with periods \(\gtrsim1.7\) years are particularly intense around the polar regions and therefore related to the global magnetic field, the ones with shorter periods are mainly generated at mid-latitudes, in correspondence with the emergence of active regions. Our findings indicate that the North–South asymmetry manifested in the uneven latitudinal distribution of QBOs is a fundamental, albeit puzzling, characteristic of solar activity.
Similar content being viewed by others
References
Allen, M.R., Robertson, A.W.: 1996, Clim. Dyn. 12, 775. DOI . ADS .
Badalyan, O.G., Obridko, V.N.: 2004, Astron. Rep. 48, 678. DOI . ADS .
Badalyan, O.G., Obridko, V.N.: 2011, New Astron. 16, 357. DOI . ADS .
Badalyan, O.G., Obridko, V.N., Sýkora, J.: 2008, Solar Phys. 247, 379 DOI . ADS .
Baliunas, S.L., Donahue, R.A., Soon, W.H., Horne, J.H., Frazer, J., Woodard-Eklund, L., et al.: 1995, Astrophys. J. 438, 269. DOI . ADS .
Bazilevskaya, G., Broomhall, A.-M., Elsworth, Y., Nakariakov, V.M.: 2014, Space Sci. Rev. 186, 359. DOI ADS .
Beaudoin, P., Simard, C., Cossette, J.-F., Charbonneau, P.: 2016, Astrophys. J. 826, 138. DOI . ADS .
Benevolenskaya, E.E.: 1998, Astrophys. J. Lett. 509, L49. DOI . ADS .
Bloomfield, P.: 2004, Wiley Series in Probability and Mathematical Statistics, Wiley, New York.
Broomhead, D.S., King, G.P.: 1986, Physica D 20, 217. DOI . ADS .
Cadavid, A.C., Lawrence, J.K., McDonald, D.P., Ruzmaikin, A.: 2005, Solar Phys. 226, 359. DOI . ADS .
Deng, L.H., Li, B., Xiang, Y.Y., Dun, G.T.: 2015, J. Atmos. Solar-Terr. Phys. 122, 18. DOI . ADS .
Egeland, R., Metcalfe, T.S., Hall, J.C., Henry, G.W.: 2015, Astrophys. J. 812, 12. DOI . ADS .
Fletcher, S.T., Broomhall, A-M., Salabert, D., Basu, S., Chaplin, W.J., Elsworth, Y., Garcia, R.A., New, R.: 2010, Astrophys. J. Lett. 718, L19. DOI . ADS .
Forgács-Dajka, E., Borkovits, T.: 2007, Mon. Not. Roy. Astron. Soc. 374, 282. DOI . ADS .
Ghil, M., Allen, M.R., Dettinger, M.D., Ide, K., Kondrashov, D., Mann, M.E., et al.: 2002, Rev. Geophys. 40, 1003. DOI . ADS .
Groth, A., Ghil, M.: 2011, Phys. Rev. E 84, 036206. DOI . ADS .
Holmes, P., Lumley, J.L., Berkooz, G.: 1998, Turbulence, Coherent Structures, Dynamical Systems and Symmetry, Cambridge University Press, Cambridge. ADS .
Howe, R., Christensen-Dalsgaard, J., Hill, F., Komm, R.W., Larsen, R.M., Schou, J., et al.: 2000, Science 287, 2456. DOI . ADS .
Käpylä, M.J., Käpylä, P.J., Olspert, N., Brandenburg, A., Warnecke, J., Karak, B.B., Pelt, J.: 2016, Astron. Astrophys. 589, A56. DOI . ADS .
Kato, C., Munakata, K., Yasue, S., Inoue, K., McDonald, F.B.: 2003, J. Geophys. Res. 108, 1367. DOI . ADS .
Knaack, R., Stenflo, J.O., Berdyugina, S.V.: 2004, Astron. Astrophys. 418, 17. DOI . ADS .
Krivova, N.A., Solanki, S.K.: 2002, Astron. Astrophys. 394, 701. DOI . ADS .
Laurenza, M., Vecchio, A., Storini, M., Carbone, V.: 2012, Astrophys. J. 749, 167. DOI . ADS .
Lockwood, M.: 2001, J. Geophys. Res. 106, 16021. DOI . ADS .
Mancuso, S., Raymond, J.C.: 2015, Astron. Astrophys. 573, A33. DOI . ADS .
Mancuso, S., Raymond, J.C., Rubinetti, S., Taricco, C.: 2016, Astron. Astrophys. 592, L8. DOI . ADS .
Mann, M.E., Lees, J.M.: 1996, Clim. Change 33, 409. DOI . ADS .
Metcalfe, T.S., Buccino, A.P., Brown, B.P., Mathur, S., Soderblom, D.R., Henry, T.J., et al.: 2013, Astrophys. J. Lett. 763, L26. DOI . ADS .
Mursula, K., Usoskin, I., Zieger, B.: 1997, Solar Phys. 176, 201. DOI . ADS .
Obridko, V.N., Badalyan, O.G.: 2014, Astron. Rep. 58, 936. DOI . ADS .
Obridko, V.N., Shelting, B.D.: 2001, Astron. Rep. 45, 1012. DOI . ADS .
Oláh, K., Kolláth, Z., Granzer, T., Strassmeier, K.G., Lanza, A.F., Järvinen, S., et al.: 2009, Astron. Astrophys. 501, 703. DOI . ADS .
Paularena, K.I., Szabo, A., Richardson, J.D.: 1995, Geophys. Res. Lett. 22, 3001. DOI . ADS .
Plaut, G., Vautard, R.: 1994, J. Atmos. Sci. 51, 210. DOI . ADS .
Polygiannakis, J., Preka-Papadema, P., Moussas, X.: 2003, Mon. Not. Roy. Astron. Soc. 343, 725. DOI . ADS .
Richardson, J.D., Paularena, K.I., Belcher, J.W., Lazarus, A.J.: 1994, Geophys. Res. Lett. 21, 1559. DOI . ADS .
Rieger, E., Share, G.H., Forrest, D.J., Kanbach, G., Reppin, C., Chupp, E.L.: 1984, Nature 312, 623. DOI . ADS .
Rybák, J., Antalová, A., Storini, M.: 2001, Space Sci. Rev. 97, 359. DOI . ADS .
Rybansky, M., Rusin, V., Minarovjech, M., Gaspar, P.: 1994, Solar Phys. 152, 153. DOI . ADS .
Simard, C., Charbonneau, P., Bouchat, A.: 2013, Astrophys. J. 768, 16. DOI . ADS .
Sturrock, P.A., Bush, R., Gough, D.O., Scargle, J.D.: 2015, Astrophys. J. 804, 47. DOI . ADS .
Szabo, A., Lepping, R.P., King, J.H.: 1995, Geophys. Res. Lett. 22, 1845. DOI . ADS .
Taricco, C., Mancuso, S., Ljungqvist, F.C., Alessio, S., Ghil, M.: 2015a, Clim. Dyn. 45, 83. DOI . ADS .
Taricco, C., Vivaldo, G., Alessio, S., Rubinetti, S., Mancuso, S.: 2015b, Clim. Past 11, 509. DOI . ADS .
Taricco, C., Alessio, S., Rubinetti, S., Vivaldo, G., Mancuso, S.: 2016, Nat. Sci. Data 3, 160042. DOI . ADS .
Thomson, D.J.: 1982, Proc. IEEE 70, 1055. ADS .
Ulrich, R.K., Tran, T.: 2013, Astrophys. J. 768, 189. DOI . ADS .
Vecchio, A., Carbone, V.: 2008, Astrophys. J. 683, 536. DOI . ADS .
Vecchio, A., Carbone, V.: 2009, Astron. Astrophys. 502, 981. DOI . ADS .
Vecchio, A., Laurenza, M., Carbone, V., Storini, M.: 2010, Astrophys. J. Lett. 709, L1. DOI . ADS .
Vecchio, A., Laurenza, M., Meduri, D., Carbone, V., Storini, M.: 2012, Astrophys. J. 749, 27. DOI . ADS .
Wang, Y.-M., Sheeley, N.R. Jr.: 2003, Astrophys. J. 590, 1111. DOI . ADS .
Zaqarashvili, T.V., Carbonell, M., Oliver, R., Ballester, J.L.: 2010, Astrophys. J. 709, 749. DOI . ADS .
Acknowledgments
We are grateful to NOAA/NGDC for providing the solar data set used in this study and to the members of the SSA-MTM team of the Department of Atmospheric Sciences, UCLA for the development and maintenance of the Toolkit used in the MSSA analysis presented here. The authors would also like to thank the anonymous reviewer for helping to improve this article.
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Disclosure of Potential Conflicts of Interest
The authors declare that they have no conflicts of interest.
Rights and permissions
About this article
Cite this article
Mancuso, S., Lee, T.S., Taricco, C. et al. Spatio-Temporal Evolution and North–South Asymmetry of Quasi-Biennial Oscillations in the Coronal Fe xiv Emission. Sol Phys 293, 124 (2018). https://doi.org/10.1007/s11207-018-1346-x
Received:
Accepted:
Published:
DOI: https://doi.org/10.1007/s11207-018-1346-x