Quantifying spatial distribution of spurious mixing in ocean models

Numerical mixing is inevitable for ocean models due to tracer advection schemes. Until now, there is no robust way to identify the regions of spurious mixing in ocean models. We propose a new method to compute the spatial distribution of the spurious diapycnic mixing in an ocean model. This new method is an extension of available potential energy density method proposed by Winters and Barkan (2013). We test the new method in lock-exchange and baroclinic eddies test cases. We can quantify the amount and the location of numerical mixing. We find high-shear areas are the main regions which are susceptible to numerical truncation errors. We also test the new method to quantify the numerical mixing in different horizontal momentum closures. We conclude that Smagorinsky viscosity has less numerical mixing than the Leith viscosity using the same non-dimensional constant.

[1]  T. McDougall Thermobaricity, Cabbeling, and Water-Mass Conversion , 1987 .

[2]  Stephen M. Griffies,et al.  Spurious Diapycnal Mixing Associated with Advection in a z-Coordinate Ocean Model , 2000 .

[3]  Dale B. Haidvogel,et al.  Numerical Ocean Circulation Modeling , 1999 .

[4]  Todd D. Ringler,et al.  Evaluation of the arbitrary Lagrangian–Eulerian vertical coordinate method in the MPAS-Ocean model , 2015 .

[5]  Mehmet Ilicak,et al.  Spurious dianeutral mixing and the role of momentum closure , 2012 .

[6]  Craig M. Lee,et al.  An assessment of the Arctic Ocean in a suite of interannual CORE-II simulations. Part III: Hydrography and fluxes , 2016 .

[7]  Hiroyasu Hasumi,et al.  Effect of numerical diffusion on the water mass transformation in eddy-resolving models , 2014 .

[8]  Eric A. D'Asaro,et al.  Available potential energy and mixing in density-stratified fluids , 1995, Journal of Fluid Mechanics.

[9]  P. Fischer,et al.  Non-hydrostatic modeling of exchange flows across complex geometries , 2009 .

[10]  A. Hogg,et al.  Effect of topographic barriers on the rates of available potential energy conversion of the oceans , 2014 .

[11]  A. Hogg,et al.  Available Potential Energy and Irreversible Mixing in the Meridional Overturning Circulation , 2009 .

[12]  H. Burchard,et al.  Comparative quantification of physically and numerically induced mixing in ocean models , 2008 .

[13]  L. Perelman,et al.  A finite-volume, incompressible Navier Stokes model for studies of the ocean on parallel computers , 1997 .

[14]  C. E. Leith,et al.  Stochastic models of chaotic systems , 1995 .

[15]  K. Winters,et al.  Available potential energy density for Boussinesq fluid flow , 2013, Journal of Fluid Mechanics.