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2016 | 129 | 5 | 922-926
Article title

Quantitative Characteristics of Correlations of Meteorological Data

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Abstracts
EN
This paper presents the quantitative characteristics of correlations (and cross-correlations) of plant main eco-factors i.e. the ground and over-ground temperature, the wind speed, and the humidity. The study is based upon hourly data statistical observations collected in the region of Lublin, in Poland for the period 2001.05.07-2009.04.10. This paper indicates that plant growth conditions constitute an emergent response to the above direct eco-factors. Then, the dynamics properties of each eco-factor is first analyzed alone for its multifractal structure. We apply the multifractal detrended correlation analysis and multifractal detrended cross-correlation analysis. We show that the widest multifractal spectrum is for over-ground temperature and the strongest power-law cross-correlations exist between ground and over-ground temperature. Next, an impulse response analysis is carried out to measure dynamical inter causalities within all the considered variables. As far as cross-impact between different eco-variables is concerned, one observes that the wind speed, the ground temperature and the air humidity dynamics are the most influenced, in terms of memory length time, by external temperature.
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Year
Volume
129
Issue
5
Pages
922-926
Physical description
Dates
published
2016-05
References
  • [1] J. Kwapień, S. Drożdż, Phys. Rep. 515, 115 (2012), doi: 10.1016/j.physrep.2012.01.007
  • [2] J.F. Muzy, E. Bacry, R. Baile, P. Poggi, Europhys. Lett. 82, 60007 (2008), doi: 10.1209/0295-5075/82/60007
  • [3] P. Oświęcimka, J. Kwapień, S. Drożdż, Phys. Rev. E 74, 016103 (2006), doi: 10.1103/PhysRevE.74.016103
  • [4] P. Oświęcimka, J. Kwapień, S. Drożdż, R. Rak, Acta Phys. Pol. B 36, 2447 (2005)
  • [5] A.R. Subramaniam, L.A. Gruzberg, A.W.W. Ludwig, Phys. Rev. B 78, 245105 (2008), doi: 10.1103/PhysRevB.78.245105
  • [6] P.Ch. Ivanov, A.N. Amaral, A.L. Goldberger, Sh. Havlin, M.G. Rosenblum, Z.R. Struzik, H.E. Stanley, Nature 399, 461 (1999), doi: 10.1038/20924
  • [7] D. Makowiec, A. Dudkowska, R. Galąska, A. Rynkiewicz, Physica A 388, 3486 (2009), doi: 10.1016/j.physa.2009.05.005
  • [8] A. Rosas, E. Nogueira Jr., J.F. Fontanari, Phys. Rev. E 66, 061906 (2002), doi: 10.1103/PhysRevE.66.061906
  • [9] H.E. Stanley, P. Meakin, Nature 335, 405 (1988), doi: 10.1038/335405a0
  • [10] V.V. Udovichenko, P.E. Strizhak, Theoret. Exp. Chem. 38, 259 (2002), doi: 10.1023/A:1020572016637
  • [11] S. Drożdż, J. Kwapień, P. Oświęcimka, R. Rak, New J. Phys. 12, 105003 (2010), doi: 10.1088/1367-2630/12/10/105003
  • [12] P. Oświęcimka, J. Kwapień, S. Drożdż, A.Z. Górski, R. Rak, Acta Phys. Pol. A 114, 547 (2008), doi: 10.12693/APhysPolA.114.547
  • [13] W.X. Zhou, Europhys. Lett. 88, 28004 (2009), doi: 10.1209/0295-5075/88/28004
  • [14] R.F. Voss, J. Clarke, Nature 258, 317 (1975), doi: 10.1038/258317a0
  • [15] K.J. Hsu, A.J. Hsu, Proc. Natl. Acad. Sci. USA 87, 938 (1990), doi: 10.1073/pnas.87.3.938
  • [16] G.R. Jafari, P. Pedram, L. Hedayatifar, J. Stat. Mech. 2007, P04012 (2007), doi: 10.1088/1742-5468/2007/04/P04012
  • [17] Z.-Y. Su, T. Wu, Physica D 221, 188 (2006), doi: 10.1016/j.physd.2006.08.001
  • [18] P. Oświęcimka, J. Kwapień, I. Celińska, S. Drożdż, R. Rak, arXiv: 1106.2902v1 http://arXiv.org/abs/1106.2902v1
  • [19] Z. Wu, N.E. Huang, S.R. Long, C.-K. Peng, Proc. Natl. Acad. Sci. USA 104, 18889 (2007), doi: 10.1073/pnas.0706199104
  • [20] J.W. Kantelhardt, S.A. Zschiegner, E. Koscielny-Bunde, S. Havlin, A. Bunde, H.E. Stanley, Physica A 316, 87 (2002), doi: 10.1016/S0378-4371(02)01383-3
  • [21] S. Drożdż, J. Kwapień, P. Oświęcimka, R. Rak, Europhys. Lett. 88, 60003 (2009), doi: 10.1209/0295-5075/88/60003
  • [22] D. Makowiec, A. Fuliński, Acta Phys. Pol. B 41, 1025 (2010)
  • [23] P. Oświęcimka, S. Drożdż, M. Forczek, S. Jadach, J. Kwapień, Phys. Rev. E 89, 023305 (2014), doi: 10.1103/PhysRevE.89.023305
  • [24] R. Rak, S. Drożdż, J. Kwapień, P. Oświęcimka, Europhys. Lett. 112, 48001 (2015), doi: 10.1209/0295-5075/112/48001
  • [25] B. Podobnik, H.E. Stanley, Phys. Rev. Lett. 100, 084102 (2008), doi: 10.1103/PhysRevLett.100.084102
  • [26] R. Rak, S. Drożdż, J. Kwapień, Physica A 374, 315 (2007), doi: 10.1016/j.physa.2006.07.035
  • [27] B. Podobnik, D. Horvatic, A.M. Petersen, H.E. Stanley, Proc. Natl. Acad. Sci. USA 106, 22079 (2009), doi: 10.1073/pnas.0911983106
  • [28] C. Sims, Econometrica 48, 1 (1980), doi: 10.2307/1912017
  • [29] G. Koop, M.H. Pesaran, S.M. Potter, J. Econom. 74, 119 (1996), doi: 10.1016/0304-4076(95)01753-4
  • [30] H. Hashem Pesaran, S. Yongcheol, Econom. Lett. 58, 17 (1997)
  • [31] D. Asteriou, S.G. Hall, Applied Econometrics, 2nd ed., Palgrave MacMillan, London 2011, p. 319
  • [32] W. Enders, Applied Econometric Time Series, 3rd ed., Wiley, New York 2010, p. 272
  • [33] C.W.J. Granger, Econometrica 37, 424 (1969), doi: 10,2307/1912791
  • [34] R.S. Hacker, A. Hatemi-J, J. Appl. Statist. 35, 601 (2008), doi: 10.1080/02664760801920473
Document Type
Publication order reference
YADDA identifier
bwmeta1.element.bwnjournal-article-appv129n505kz
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