An Exact Formalism for Passive Scalar Mixing in Turbulent Flows

ORAL

Abstract

The parameterization of fluxes in turbulent flows, particularly for systems such as the atmosphere and ocean, remains a complex challenge due to the vast range of dynamical scales involved. As a first step, we explore new methodologies for representing the unresolved dynamics in passive scalar mixing. We begin by introducing a formalism that expresses the mean flux as a functional of mean gradients, highlighting its non-local dependence in both space and time. Next, we analyze a class of stochastic advection problems, deriving analytic (and exact) expressions for turbulent diffusivity as a function of flow statistics, thereby relating mixing to Koopman modes. We then apply the formalism to two-dimensional turbulent simulations and provide insights into when local eddy diffusivity is a sufficient approximation and when non-local effects must be considered.

Publication: Andre N. Souza (2024). Transforming Butterflies into Graphs: Statistics of Chaotic and Turbulent Systems.
G. R. Flierl, A. N. Souza (2024). On the non-local nature of turbulent fluxes of passive scalars. JFM, 986, A8.
A. N. Souza, T. Lutz, G. R. Flierl (2023). Statistical non-locality of dynamically coherent structures. JFM, 966, A44.
N. Bhamidipati, A. N. Souza, G. R. Flierl (2020). Turbulent mixing of a passive scalar in the ocean mixed layer. Ocean Modelling, 149, 101615.

Presenters

  • Andre N Souza

    Massachusetts Institute of Technology

Authors

  • Andre N Souza

    Massachusetts Institute of Technology

  • Glenn R Flierl

    Department of Earth, Atmospheric and Planetary Sciences, MIT, Cambridge, MA