Hostname: page-component-7479d7b7d-k7p5g Total loading time: 0 Render date: 2024-07-10T15:31:32.427Z Has data issue: false hasContentIssue false

The sub-microscale dynamics of double-diffusive convection

Published online by Cambridge University Press:  07 March 2024

Timour Radko*
Affiliation:
Department of Oceanography, Naval Postgraduate School, Monterey, CA 93943, USA
*
Email address for correspondence: tradko@nps.edu

Abstract

This study investigates the dynamics of fingering convection on scales much smaller than the typical size of individual salt fingers. On such scales, salinity patterns exhibit the spontaneous emergence of sharp fronts induced by finger-scale strain. In contrast, velocity and temperature fields are largely devoid of sub-microscale variability, which is attributed to the rapid molecular dissipation of heat and momentum. The presence of fine salinity structures fundamentally limits the efficiency of direct numerical simulations (DNS) of double-diffusive processes. In the oceanographic context, the computational cost of resolving sub-microscale salinity features exceeds that of temperature-only DNS by up to four orders of magnitude, severely restricting the types of double-diffusive systems that can be studied numerically. To address this complication, we introduce the sub-microscale filtering (SMF) algorithm, which resolves temperature and velocity while parameterizing the sub-microscale dynamics of salinity. The proposed closure draws inspiration from the Smagorinsky scheme, which represents unresolved processes by the downgradient strain-dependent momentum flux. The SMF model is successfully validated through fully resolved simulations.

Type
JFM Papers
Copyright
© The Author(s), 2024. Published by Cambridge University Press

Access options

Get access to the full version of this content by using one of the access options below. (Log in options will check for institutional or personal access. Content may require purchase if you do not have access.)

References

Batchelor, G.K. 1959 Small-scale variation of convected quantities like temperature in turbulent fluid. Part 1. General discussion and the case of small conductivity. J. Fluid Mech. 5, 113133.Google Scholar
Brown, J. & Radko, T. 2022 Disruption of Arctic staircases by shear. Geophys. Res. Lett. 49, e2022GL100605.Google Scholar
Brown, J., & Radko, T. 2024 Patterns, transport, and anisotropy of salt fingers in shear. J. Phys. Oceanogr. (in press). https://doi.org/10.1175/JPO-D-23-0049.1.Google Scholar
Dillon, T.M. & Caldwell, D.R. 1980 Batchelor spectrum and dissipation in the upper ocean. J. Geophys. Res. 85, 19101916.Google Scholar
Garaud, P. 2018 Double-diffusive convection at low Prandtl number. Annu. Rev. Fluid Mech. 50, 275298.Google Scholar
Guthrie, J.D., Fer, I. & Morison, J. 2015 Observational validation of the diffusive convection flux laws in the Amundsen Basin, Arctic Ocean. J. Geophys. Res. Oceans 120, 78807896.CrossRefGoogle Scholar
Hieronymus, M. & Carpenter, J.R. 2016 Energy and variance budgets of a diffusive staircase with implications for heat flux scaling. J. Phys. Oceanogr. 46, 25532569.CrossRefGoogle Scholar
Kelley, D.E., Fernando, H.J.S., Gargett, A.E., Tanny, J. & Ozsoy, E. 2003 The diffusive regime of double-diffusive convection. Prog. Oceanogr. 56, 461481.Google Scholar
Khani, S. & Waite, M.L. 2015 Large eddy simulations of stratified turbulence: the dynamic Smagorinsky model. J. Fluid Mech. 773, 327344.CrossRefGoogle Scholar
Kimura, S., Smyth, W. & Kunze, E. 2011 Turbulence in a sheared, salt-fingering-favorable environment: anisotropy and effective diffusivities. J. Phys. Oceanogr. 41, 11441159.Google Scholar
Kimura, S. & Smyth, W.D. 2007 Direct numerical simulation of salt sheets and turbulence in a double-diffusive shear layer. Geophys. Res. Lett. 34, L21610.CrossRefGoogle Scholar
Knobloch, E. 1984 On the stability of stratified plane Couette flow. Geophys. Astrophys. Fluid Dyn. 29, 105116.Google Scholar
Kraichnan, R.H. 1967 Inertial ranges in two-dimensional turbulence. Phys. Fluids 10, 14171423.CrossRefGoogle Scholar
Kraichnan, R.H. 1974 Convection of a passive scalar by a quasi-uniform random straining field. J. Fluid Mech. 64, 737–732.Google Scholar
Linden, P.F. 1974 Salt fingers in a steady shear flow. Geophys. Fluid Dyn. 6, 127.Google Scholar
Ma, Y. & Peltier, W.R. 2021 Parametrization of irreversible diapycnal diffusivity in salt-fingering turbulence using DNS. J. Fluid Mech. 911, A9.CrossRefGoogle Scholar
Moser, R.D., Haering, S.W. & Yalla, G.R. 2021 Statistical properties of subgrid-scale turbulence models. Annu. Rev. Fluid Mech. 53, 255286.Google Scholar
Oakey, N.S. 1982 Determination of the rate of dissipation of turbulent energy from simultaneous temperature and velocity shear microstructure measurements. J. Phys. Oceanogr. 12, 256271.Google Scholar
Osborn, T.R. & Cox, C.S. 1972 Oceanic fine structure. Geophys. Fluid Dyn. 3, 321345.Google Scholar
Ouillon, R., Edel, P., Garaud, P. & Meiburg, E. 2020 Settling-driven large-scale instabilities in double-diffusive convection. J. Fluid Mech. 901, A12.CrossRefGoogle Scholar
Radko, T. 2008 The double-diffusive modon. J. Fluid Mech. 609, 5985.Google Scholar
Radko, T. 2013 Double-Diffusive Convection. Cambridge University Press.Google Scholar
Radko, T., Ball, J., Colosi, J. & Flanagan, J. 2015 Double-diffusive convection in a stochastic shear. J. Phys. Oceanogr. 45, 31553167.Google Scholar
Radko, T. 2019 a Thermohaline layering on the microscale. J. Fluid Mech. 862, 672695.CrossRefGoogle Scholar
Radko, T. 2019 b Thermohaline-shear instability. Geophys. Res. Lett. 46, 822832.Google Scholar
Radko, T. 2019 c Instabilities of a time-dependent shear flow. J. Phys. Oceanogr. 49, 23772392.Google Scholar
Radko, T. & Sisti, C. 2017 Life and demise of intra-thermocline mesoscale vortices. J. Phys. Oceanogr. 47, 30873103.Google Scholar
Radko, T. & Smith, D.P. 2012 Equilibrium transport in double-diffusive convection. J. Fluid Mech. 692, 527.Google Scholar
Ruddick, B. & Kerr, O. 2003 Oceanic thermohaline intrusions: theory. Prog. Oceanogr. 56, 483497.Google Scholar
Ruddick, B. & Richards, K. 2003 Oceanic thermohaline intrusions: observations. Prog. Oceanogr. 56, 499527.Google Scholar
Schmitt, R.W. 1983 The characteristics of salt fingers in a variety of fluid systems, including stellar interiors, liquid metals, oceans, and magmas. Phys. Fluids 26, 23732377.CrossRefGoogle Scholar
Schmitt, R.W. 1994 Double diffusion in oceanography. Annu. Rev. Fluid Mech. 26, 255285.Google Scholar
Schmitt, R.W., Ledwell, J.R., Montgomery, E.T., Polzin, K.L. & Toole, J.M. 2005 Enhanced diapycnal mixing by salt fingers in the thermocline of the tropical Atlantic. Science 308, 685688.Google Scholar
Shepherd, T.G. 1985 Time development of small disturbances to plane Couette flow. J. Atmos. Sci. 42, 18681872.Google Scholar
Simeonov, J. & Stern, M.E. 2004 Double-diffusive intrusions on a finite-width thermohaline front. J. Phys. Oceanogr. 34, 17241740.Google Scholar
Smagorinsky, J. 1963 General circulation experiments with the primitive equations. Part I. The basic experiment. Mon. Weath. Rev. 91, 99164.Google Scholar
Smyth, W.D. & Kimura, S. 2011 Mixing in a moderately sheared salt-fingering layer. J. Phys. Oceanogr. 41, 13641384.CrossRefGoogle Scholar
Stellmach, S., Traxler, A., Garaud, P., Brummell, N. & Radko, T. 2011 Dynamics of fingering convection II: the formation of thermohaline staircases. J. Fluid Mech. 677, 554571.CrossRefGoogle Scholar
Stern, M.E. 1960 The ‘salt-fountain’ and thermohaline convection. Tellus 12, 172175.Google Scholar
Stern, M.E. 1967 Lateral mixing of water masses. Deep Sea Res. 14, 747753.Google Scholar
Stern, M.E. 1969 Collective instability of salt fingers. J. Fluid Mech. 35, 209218.Google Scholar
Stern, M.E., Radko, T. & Simeonov, J. 2001 3D salt fingers in an unbounded thermocline with application to the Central Ocean. J. Mar. Res. 59, 355390.CrossRefGoogle Scholar
Stern, M.E. & Simeonov, J. 2002 Internal wave overturns produced by salt fingers. J. Phys. Oceanogr. 32, 36383656.2.0.CO;2>CrossRefGoogle Scholar
Stern, M.E. & Turner, J.S. 1969 Salt fingers and convective layers. Deep-Sea Res. 16, 497511.Google Scholar
Turner, J.S. 1985 Multicomponent convection. Annu. Rev. Fluid Mech. 17, 1144.Google Scholar
Yang, Y., Chen, W., Verzicco, R. & Lohse, D. 2020 Multiple states and transport properties of double-diffusive convection turbulence. Proc. Natl Acad. Sci. 117, 1467614681.CrossRefGoogle ScholarPubMed
Yang, Y., Verzicco, R. & Lohse, D. 2016 Scaling laws and flow structures of double diffusive convection in the finger regime. J. Fluid Mech. 802, 667689.Google Scholar
You, Y. 2002 A global ocean climatological atlas of the Turner angle: implications for double-diffusion and water mass structure. Deep-Sea Res. 49, 20752093.Google Scholar