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Lognormality Observed for Additive Processes: Application to Turbulence

  • Hideaki Mouri
Part of the Emergence, Complexity and Computation book series (ECC, volume 14)

Abstract

The lognormal distribution has been observed across the natural and social sciences. It is always ascribed to a multiplicative process, i.e., a product of random variables, or equivalently to nonlinearity of the system, which always appears to be complex. However, we find that the lognormal distribution is also observable for a sum of random variables, i.e., an additive process in a linear system. The application is shown for large-scale fluctuations of fluid turbulence.

Keywords

statistical description of complex systems 

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Copyright information

© Springer International Publishing Switzerland 2015

Authors and Affiliations

  • Hideaki Mouri
    • 1
  1. 1.Meteorological Research InstituteNagamineJapan

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