Statistical tracing of magnetic fields: comparing and improving the techniques

Abstract

Magnetohydrodynamic(MHD) turbulence displays velocity anisotropies which reflect the direction of the magnetic field. This anisotropy has led to the development of a number of statistical techniques for studying magnetic fields in the interstellar medium. In this paper, we review and compare three techniques that use radio position-position-velocity data for determining magnetic field strength and morphology : the correlation function anisotropy (CFA), Principal Component Analysis of Anisotropies (PCAA), and the more recent Velocity Gradient Technique (VGT). We compare these three techniques and suggest improvements to the CFA and PCAA techniques to increase their accuracy and versatility. In particular, we suggest and successfully implement a much faster way of calculating non-periodic correlation functions for the CFA. We discuss possible improvements to the current implementation of the PCAA. We show the advantages of the VGT in terms of magnetic field tracing and stress the complementary nature with the other two techniques.

arXiv comment18 pages, 18 figures, 3 appendices, accepted by ApJ for publication

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• Technique for separating velocity and density contributions in spectroscopic data and its application to studying turbulence and magnetic fields
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• Intensity Gradients Technique: Synergy with Velocity Gradients and Polarization Studies
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