On the properties of scale-dependent probability distribution functions of Elsasser increments in solar wind and MHD turbulence
ORAL
Abstract
In this work we investigate the properties of probability distribution functions (PDFs) of Elsasser increments based on a large statistical sample from solar wind observations and high-resolution numerical simulations of MHD turbulence. In order to measure the PDFs, and their corresponding properties, three experiments are presented: fast and slow solar wind for experimental data and a simulation of reduced MHD (RMHD) turbulence. Conditional statistics from a 23 years-long sample of WIND data near 1-AU, as well as high-resolution pseudo-spectral simulation of steadily driven RMHD turbulence on a 2048^3 mesh, are used to construct the scale-dependent PDFs. We propose Normal Inverse Gaussian distributions to model the behavior of the PDFs from the outer scale to the dissipation scales, describing the evolution of increments from large scales characterized by a Gaussian distribution, turning to exponential tails within the inertial range and stretched exponentials at dissipative scales. These distributions suggest some universal characteristics present in all three data sets.
*This work was supported by NASA-NNX16AH92G and NSF-SHINE-AGS-1752827 grants. High-performance computing (HPC) resources were provided by the Argonne Leadership Computing Facility (ALCF) at Argonne National Laboratory, which is supported by the U.S. Department of Energy under contract No. DE-AC02-06CH11357. HPC resources were also provided by the Texas Advanced Computing Center (TACC) at the University of Texas at Austin, NSF-XSEDE Project No. TG-ATM100031, and Blueshark at the Florida Institute of Technology supported by NSF-CNS-09-23050 grant.
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Publication:J. C. Palacios, S. Bourouaine, and J. C. Perez, "On the Statistics of Elsasser Increments in Solar Wind and Magnetohydrodynamic Turbulence", ApJL 940 L20, DOI 10.3847/2041-8213/ac92f6. J. C. Palacios, S. Bourouaine, and J. C. Perez, "Scaling evolution of the probability distribution functions of Elsasser increments in solar wind and Magnetohydrodynamic turbulence", in perparation.