Literature DB >> 23185058

Elementary models for turbulent diffusion with complex physical features: eddy diffusivity, spectrum and intermittency.

Andrew J Majda1, Boris Gershgorin.   

Abstract

This paper motivates, develops and reviews elementary models for turbulent tracers with a background mean gradient which, despite their simplicity, have complex statistical features mimicking crucial aspects of laboratory experiments and atmospheric observations. These statistical features include exact formulas for tracer eddy diffusivity which is non-local in space and time, exact formulas and simple numerics for the tracer variance spectrum in a statistical steady state, and the transition to intermittent scalar probability density functions with fat exponential tails as certain variances of the advecting mean velocity are increased while satisfying important physical constraints. The recent use of such simple models with complex statistics as unambiguous test models for central contemporary issues in both climate change science and the real-time filtering of turbulent tracers from sparse noisy observations is highlighted throughout the paper.

Year:  2013        PMID: 23185058     DOI: 10.1098/rsta.2012.0184

Source DB:  PubMed          Journal:  Philos Trans A Math Phys Eng Sci        ISSN: 1364-503X            Impact factor:   4.226


  4 in total

1.  Model Error, Information Barriers, State Estimation and Prediction in Complex Multiscale Systems.

Authors:  Andrew J Majda; Nan Chen
Journal:  Entropy (Basel)       Date:  2018-08-28       Impact factor: 2.524

2.  Improving model fidelity and sensitivity for complex systems through empirical information theory.

Authors:  Andrew J Majda; Boris Gershgorin
Journal:  Proc Natl Acad Sci U S A       Date:  2011-06-06       Impact factor: 11.205

3.  Link between statistical equilibrium fidelity and forecasting skill for complex systems with model error.

Authors:  Andrew J Majda; Boris Gershgorin
Journal:  Proc Natl Acad Sci U S A       Date:  2011-07-18       Impact factor: 11.205

4.  Turbulent mixing and beyond: non-equilibrium processes from atomistic to astrophysical scales I.

Authors:  S I Abarzhi; S Gauthier; K R Sreenivasan
Journal:  Philos Trans A Math Phys Eng Sci       Date:  2013-01-13       Impact factor: 4.226

  4 in total

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