Extreme value theory in the solar wind: the role of current sheets

被引:2
|
作者
Gomes, Tiago F. P. [1 ,2 ]
Rempel, Erico L. [1 ,2 ]
Ramos, Fernando M. [1 ]
Silva, Suzana S. A. [2 ]
Munoz, Pablo R. [3 ]
机构
[1] Natl Inst Space Res INPE, Ave Astronautas 1758, BR-12227010 Sao Jose Dos Campos, SP, Brazil
[2] Inst Aeronaut Technol ITA, Praca Marechal Eduardo Gomes 50, BR-12228900 Sao Jose Dos Campos, SP, Brazil
[3] Univ La Serena, Dept Phys & Astron, Ave Juan Cisternas 1200, La Serena, Chile
基金
巴西圣保罗研究基金会;
关键词
turbulence; methods: data analysis; methods: statistical; solar wind; TIME-SERIES; TURBULENCE; MODELS; LIKELIHOOD; FIT;
D O I
10.1093/mnras/stz2668
中图分类号
P1 [天文学];
学科分类号
0704 ;
摘要
This article provides observational evidence for the direct relation between current sheets, multifractality and fully developed turbulence in the solar wind. In order to study the role of current sheets in extreme-value statistics in the solar wind, the use of magnetic volatility is proposed. The statistical fits of extreme events are based on the peaks-over-threshold (POT) modelling of Cluster 1 magnetic field data. The results reveal that current sheets are the main factor responsible for the behaviour of the tail of the magnetic volatility distributions. In the presence of current sheets, the distributions display a positive shape parameter, which means that the distribution is unbounded in the right tail. Thus the appearance of larger current sheets is to be expected and magnetic reconnection events are more likely to occur. The volatility analysis confirms that current sheets are responsible for the -5/3 Kolmogorov power spectra and the increase in multifractality and non-Gaussianity in solar wind statistics. In the absence of current sheets, the power spectra display a -3/2 Iroshnikov-Kraichnan law. The implications of these findings for the understanding of intermittent turbulence in the solar wind are discussed.
引用
收藏
页码:1879 / 1893
页数:15
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