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Description of turbulent dynamics in the interstellar medium: multifractal/microcanonical analysis

Abstract : Observations of the interstellar medium (ISM) show a complex density and velocity structure which is in part attributed to turbulence. Consequently, the multifractal formalism is required to be applied to observation maps of the ISM in order to characterize its turbulent and multiplicative cascade properties. However, the multifractal formalism, even in its more advanced and recent canonical versions, requires a large number of realizations of the system which usually cannot be obtained in astronomy. We here present a self-contained introduction to the multifractal formalism in a microcanonical version which allows us for the first time to compute precise turbulence characteristic parameters from a single observational map without the need for averages in a grand ensemble of statistical observables (temporal sequence of images for instance). We compute the singularity exponents and the singularity spectrum for both observations and magnetohydrodynamic simulations, which include key parameters to describe turbulence in the ISM. For the observations we focus on studying the 250 mu-m Herschel map of the Musca filament. Scaling properties are investigated using spatial 2D structure functions, and we apply a two-point log-correlation magnitude analysis over various lines of the spatial observation which is known to be directly related to the existence of a multiplicative cascade under precise conditions. It reveals a clear signature of a multiplicative cascade in Musca with an inertial range from 0.05 to 0.65 pc. We show that the proposed microcanonical approach provides singularity spectra which are truly scale invariant as required to validate any method to analyze multifractality. The obtained, for the first time precise enough, singularity spectrum of Musca is clearly not as symmetric as usually observed in log-normal behavior. We claim that the ISM towards Musca features more log-Poisson shape of its singularity spectrum. Since log-Poisson behavior is claimed to exist when dissipation is stronger for rare events in turbulent flows in contrast to more homogeneous (in volume and time) dissipation events, we suggest that this deviation from log-normality could trace enhanced dissipation in rare events at small scales, which may explain or is at least consistent with the dominant filamentary structure in Musca. Moreover we find that sub-regions in Musca tends to show different multifractal properties: while a few regions can be described by a log-normal model other regions have singularity spectra better fitted by a log-Poisson model. It strongly suggests that different types of dynamics exist inside the Musca cloud. We stress that this deviation from log-normality and these differences between sub-regions appear only after eliminating noise features - using a sparse edge-aware algorithm - which have the tendency to "log-normalize" an observational map. Implications on the star formation process are discussed. Our study sets up fundamental tools which will be applied to other galactic clouds and simulations in forthcoming studies.
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Contributor : H. Yahia Connect in order to contact the contributor
Submitted on : Friday, November 13, 2020 - 10:26:36 AM
Last modification on : Tuesday, November 22, 2022 - 2:26:15 PM
Long-term archiving on: : Sunday, February 14, 2021 - 6:11:27 PM


  • HAL Id : hal-03002810, version 1


Hussein Yahia, Nicola Schneider, Sylvain Bontemps, Lars Bonne, Guillaume Attuel, et al.. Description of turbulent dynamics in the interstellar medium: multifractal/microcanonical analysis. SFtools-bigdata 2020 - The close structural connection between gas and young stars focus on current and new tools of data analysis, Oct 2020, Grenoble / Virtual, France. , 2020. ⟨hal-03002810⟩



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