The Snap, Crackle And Pop Of Solar Flares Explained

BRAZILIAN JOURNAL OF PROBABILITY AND STATISTICS(2021)

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摘要
The irregular fluctuations of solar flare emissions, as determined from terrestrial neutron monitors, remains poorly understood. These records empirically revealed a temporally-related variance to mean power law, 1/f noise and a non-Gaussian distribution, all features indicative of self-organized criticality, a theory of how derministic dynamical systems can spontaneously evolve to unstable states that express erratic changes. The non-Gaussian distribution found here approximated a Tweedie compound Poisson exponential dispersion model, a statistical distribution characterized by a variance to mean power law that itself can imply 1/f noise. Tweedie exponential dispersion models serve a primary role in statistical theory as foci for weak convergence for a wide range of random distributions, a role which supports an alternative conjecture to explain the solar flare fluctuations as being based on random processes rather than a deterministic system.
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关键词
Solar cosmic rays, emergent property, Taylor's power law, multifractals, weak convergence
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