The Spatio-Temporal Evolution of Solar Flares Observed with AIA/SDO: Fractal Diffusion, Sub-Diffusion, or Logistic Growth ?

Abstract

We explore the spatio-temporal evolution of solar flares by fitting a radial expansion model $r(t)$ that consists of an exponentially growing acceleration phase, followed by a deceleration phase that is parameterized by the generalized diffusion function $r(t)\propto \kappa (t-t_1{)}^{\beta /2}$, which includes the logistic growth limit ($\beta =0$), sub-diffusion ($\beta =0-1$), classical diffusion ($\beta =1$), super-diffusion ($\beta =1-2$), and the linear expansion limit ($\beta =2$). We analyze all M and X-class flares observed with GOES and AIA/SDO during the first two years of the SDO mission, amounting to 155 events. We find that most flares operate in the sub-diffusive regime ($\beta =0.53\pm 0.27$), which we interpret in terms of anisotropic chain reactions of intermittent magnetic reconnection episodes in a low plasma-$\beta$ corona. We find a mean propagation speed of $v=15\pm 12$ km s${}^{-1}$, with maximum speeds of $v_{max}=80\pm 85$ km s${}^{-1}$ per flare, which is substantially slower than the sonic speeds expected for thermal diffusion of flare plasmas. The diffusive characteristics established here (for the first time for solar flares) is consistent with the fractal-diffusive self-organized criticality (FD-SOC) model, which predicted diffusive transport merely based on cellular automaton simulations.

submitted to The Astrophysical Journal

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• The Compatibility of Flare Temperatures Observed with AIA, GOES, and RHESSI
• Multi-Wavelength Observations of the Spatio-Temporal Evolution of Solar Flares with AIA/SDO: II. Hydrodynamic Scaling Laws and Thermal Energies
• Universal Behavior of X-ray Flares from Black Hole Systems
• Dissecting magnetar variability with Bayesian hierarchical models
• Temporal Analysis of Dissipative Structures in Magnetohydrodynamic Turbulence
• The Solar Memory From Hours to Decades
• Multi-Wavelength Observations of the Spatio-Temporal Evolution of Solar Flares with AIA/SDO: I. Universal Scaling Laws of Space and Time Parameters
• Statistical relationship between the succeeding solar flares detected by the RHESSI satellite
• Multiscale statistical analysis of coronal solar activity