Multifractality due to long-range correlation in the L-band ionospheric scintillation S 4 index time series

被引:28
作者
Tanna, H. J. [1 ]
Pathak, K. N. [1 ]
机构
[1] SV Natl Inst Technol, Dept Appl Phys, Surat 395007, Gujarat, India
关键词
Ionospheric scintillation time series; Persistency; Multifractality; DETRENDED FLUCTUATION ANALYSIS; EQUATORIAL/LOW LATITUDE IONOSPHERE; INDIAN SUBCONTINENT; CHAOTIC BEHAVIOR; IRREGULARITIES; EARTHQUAKE; GENERATION; TURBULENCE; WAVES; STORM;
D O I
10.1007/s10509-013-1742-5
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
The earth's ionosphere is well recognized as a dynamical system and non-linearly coupled with the magnetosphere above and natural atmosphere below. The shape and time variability of the ionosphere indeed shows chaos, pattern formation, random behaviour and self-organization. The present paper studies the propriety of Multifractal Detrended Fluctuation Analysis (MF-DFA) technique for the ionospheric scintillation index time series. MF-DFA is used to identify the scaling behaviour of the ionospheric scintillation time-series data of two different nature. The obtained results show the robustness and the relevancy of the MF-DFA technique for the ionospheric scintillation index time series. The comparison of the MF-DFA results of original data to those of shuffled and surrogate series shows that the multifractal nature of considered time-series is almost due to long-range correlations. Subsequently, the Hurst exponents derived from two parallel methods namely Rescaled range analysis (R/S) and Auto Correlation Function (ACF) are also suggesting the presence of long range correlation. The presented results in this work may be of assistance for future modeling and simulation studies.
引用
收藏
页码:47 / 56
页数:10
相关论文
共 59 条
[1]   Local reflection of wireless waves from the upper atmosphere [J].
Appleton, EV ;
Barnett, MAF .
NATURE, 1925, 115 :333-334
[2]   CHARACTERIZING LONG-RANGE CORRELATIONS IN DNA-SEQUENCES FROM WAVELET ANALYSIS [J].
ARNEODO, A ;
BACRY, E ;
GRAVES, PV ;
MUZY, JF .
PHYSICAL REVIEW LETTERS, 1995, 74 (16) :3293-3296
[3]   Nonlinearity and multifractality of climate change in the past 420,000 years [J].
Ashkenazy, Y ;
Baker, DR ;
Gildor, H ;
Havlin, S .
GEOPHYSICAL RESEARCH LETTERS, 2003, 30 (22) :CLM2-1
[4]  
Bacry E, 2001, PHYS REV E, V64, DOI 10.1103/PhysRevE.64.026103
[5]   MULTIFRACTALITY OF SELF-AFFINE FRACTALS [J].
BARABASI, AL ;
VICSEK, T .
PHYSICAL REVIEW A, 1991, 44 (04) :2730-2733
[6]   Long-range correlations in time series generated by time-fractional diffusion: A numerical study [J].
Barbieri, D ;
Vivoli, A .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 355 (01) :190-198
[7]  
Berge P., 1988, L'ordre dans le chaos
[8]   CHAOTIC BEHAVIOR OF IONOSPHERIC TURBULENCE FROM SCINTILLATION MEASUREMENTS [J].
BHATTACHARYYA, A .
GEOPHYSICAL RESEARCH LETTERS, 1990, 17 (06) :733-736
[9]  
Biskamp D., 1993, Nonlinear Magnetohydrodynamics
[10]   Multifractal detrended fluctuation analysis in examining scaling properties of the spatial patterns of soil water storage [J].
Biswas, A. ;
Zeleke, T. B. ;
Si, B. C. .
NONLINEAR PROCESSES IN GEOPHYSICS, 2012, 19 (02) :227-238