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Spatial and temporal scales of atmospheric dynamics

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  • Jajcay, Nikola

    (Institute of Computer Science, Czech Academy of Sciences)

Abstract

Earth climate, in general, varies on many temporal and spatial scales. In particular, climate observables exhibit recurring patterns and quasi-oscillatory phenomena with different periods. Although these oscillations might be weak in amplitude, they might have a non-negligible influence on variability on shorter time-scales due to cross-scale interactions, recently observed by Paluš [2014]. This thesis supplies an introductory material for inferring the cross-scale information transfer from observational data, where the time series of interest are obtained using wavelet transform, and possible information transfer is studied using the tools from information theory. Finally, cross-scale interactions are studied in two climate phenomena: air temperature variability in Europe, in which we study phase-amplitude coupling from a slower oscillatory mode with an 8-year period on faster variability and its effects, and El Niño/Southern Oscillation where we observe a causal chain of phase-phase and phase-amplitude couplings among distinct oscillatory modes.

Suggested Citation

  • Jajcay, Nikola, 2018. "Spatial and temporal scales of atmospheric dynamics," Thesis Commons ar8ks, Center for Open Science.
    • Handle: RePEc:osf:thesis:ar8ks
    DOI: 10.31219/osf.io/ar8ks
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    References listed on IDEAS

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    1. A. R. Stine & P. Huybers & I. Y. Fung, 2009. "Changes in the phase of the annual cycle of surface temperature," Nature, Nature, vol. 457(7228), pages 435-440, January.
    2. Lawrence Hubert & Phipps Arabie, 1985. "Comparing partitions," Journal of Classification, Springer;The Classification Society, vol. 2(1), pages 193-218, December.
    3. Henry Kaiser, 1958. "The varimax criterion for analytic rotation in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 23(3), pages 187-200, September.
    4. Clive W.J. Granger, 2004. "Time Series Analysis, Cointegration, and Applications," American Economic Review, American Economic Association, vol. 94(3), pages 421-425, June.
    5. Lei Wang & Jin-Yi Yu & Houk Paek, 2017. "Enhanced biennial variability in the Pacific due to Atlantic capacitor effect," Nature Communications, Nature, vol. 8(1), pages 1-7, April.
    6. Jakob Runge & Vladimir Petoukhov & Jonathan F. Donges & Jaroslav Hlinka & Nikola Jajcay & Martin Vejmelka & David Hartman & Norbert Marwan & Milan Paluš & Jürgen Kurths, 2015. "Identifying causal gateways and mediators in complex spatio-temporal systems," Nature Communications, Nature, vol. 6(1), pages 1-10, December.
    7. Rybski, Diego & Havlin, Shlomo & Bunde, Armin, 2003. "Phase synchronization in temperature and precipitation records," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 320(C), pages 601-610.
    8. Tsonis, A.A. & Roebber, P.J., 2004. "The architecture of the climate network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 333(C), pages 497-504.
    9. Granger, C. W. J., 1980. "Testing for causality : A personal viewpoint," Journal of Economic Dynamics and Control, Elsevier, vol. 2(1), pages 329-352, May.
    10. Fernández, Isabel & Hernández, Carmen N. & Pacheco, José M., 2003. "Is the North Atlantic Oscillation just a pink noise?," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 323(C), pages 705-714.
    11. Davis, Ken & Whittlesey, Norman K. & Huffaker, Ray G. & Butcher, Walter R. & Smith, Eldon D. & Francl, Terry & Smith, Katherine R. & Ravnholt, Eiler C. & Gantz, Eugene & Baquet, Alan E. & Skees, Jerry, 1994. "Letters," Choices: The Magazine of Food, Farm, and Resource Issues, Agricultural and Applied Economics Association, vol. 9(3), pages 1-5.
    12. Carsten Schäfer & Michael G. Rosenblum & Jürgen Kurths & Hans-Henning Abel, 1998. "Heartbeat synchronized with ventilation," Nature, Nature, vol. 392(6673), pages 239-240, March.
    13. Isabel Iglesias & María N Lorenzo & Juan J Taboada, 2014. "Seasonal Predictability of the East Atlantic Pattern from Sea Surface Temperatures," PLOS ONE, Public Library of Science, vol. 9(1), pages 1-8, January.
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