Kramers-Moyal analysis of interplanetary magnetic field fluctuations at sub-ion scales

被引:5
作者
Benella, Simone [1 ]
Stumpo, Mirko [1 ,2 ]
Consolini, Giuseppe [1 ]
Alberti, Tommaso [1 ]
Laurenza, Monica [1 ]
Yordanova, Emiliya [3 ]
机构
[1] INAF Ist Astrofis & Planetol Spaziali, Rome, Italy
[2] Univ Roma Tor Vergata, Dipartimento Fis, Rome, Italy
[3] Swedish Inst Space Phys, Uppsala, Sweden
关键词
Solar wind turbulence; Cluster; Interplanetary magnetic field; Markov processes;
D O I
10.1007/s12210-022-01108-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In the framework of statistical time series analysis of complex dynamics, we present a multiscale characterization of solar wind turbulence in the near-earth environment. The data analysis, based on the Markov process theory, is meant to estimate the Kramers-Moyal coefficients associated with the measured magnetic field fluctuations. In fact, when the scale-to-scale dynamics can be successfully described as a Markov process, first- and second-order Kramers-Moyal coefficients provide a complete description of the dynamics in terms of Langevin stochastic process. The analysis is carried out using high-resolution magnetic field measurements gathered by Cluster during a fast solar wind period on January 20, 2007. This analysis extends recent findings in the near-Sun environment with the aim of testing the universality of the Markovian nature of the magnetic field fluctuations in the sub-ion/kinetic domain.
引用
收藏
页码:721 / 728
页数:8
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