Statistical non-locality of dynamically coherent structures

Abstract

We analyse a class of stochastic advection problems by conditionally averaging the passive tracer equation with respect to a given flow state. In doing so, we obtain expressions for the turbulent diffusivity as a function of the flow statistics spectrum. When flow statistics are given by a continuous-time Markov process with a finite state space, calculations are amenable to analytic treatment. When the flow statistics are more complex, we show how to approximate turbulent fluxes as hierarchies of finite state space continuous-time Markov processes. The ensemble average turbulent flux is expressed as a linear operator that acts on the ensemble average of the tracer. We recover the classical estimate of turbulent flux as a diffusivity tensor, the components of which are the integrated autocorrelation of the velocity field in the limit that the operator becomes local in space and time.

Document Details

Document Type
Pub Defense Publication
Publication Date
Jul 06, 2023
Source ID
10.1017/jfm.2023.467

Entities

People

  • Andre N. Souza
  • Glenn R. Flierl
  • Tyler Lutz

Organizations

  • National Science Foundation
  • Office of Naval Research

Tags

Readers

  • Approximation Theory.
  • Fluid Mechanics and Fluid Dynamics.
  • Mathematical Modeling and Probability Theory.

Technology Areas

  • Space