Untangling the effects of vertical mixing schemes and convective adjustment in the Mediterranean Sea
Abstract. The Mediterranean Sea provides a natural laboratory for investigating ocean circulation processes of global relevance due to its complex dynamics, active deep and intermediate water formation, and sensitivity to climate variability. Regional ocean circulation models skill strongly depends on the parameterization of subgrid-scale processes, among which turbulent vertical mixing and convection play a major role. To evaluate their impact in the context of the Mediterranean Sea two-year-long simulations were conducted using three vertical closure schemes – Richardson-number dependent parameterisation, Turbulent Kinetic Energy (TKE) scheme, and Generalised Length Scale (GLS) scheme – combined with a convective adjustment approach with the aim to study their interaction. Model results are evaluated against all available Argo floats data, both at the basin scale and in key deep and intermediate water formation regions. The simulations show that adding a convective adjustment is crucial to accurately reproduce observations with the Richardson-number dependent parameterization, where it improves all key variables, while for the TKE scheme it is particularly important for representing the mixed layer depth across the basin and in deep water formation areas. For more physics-based vertical schemes, like the GLS closure, the convective adjustment is mostly redundant and can occasionally degrade results. Overall, the GLS scheme without any convective adjustment provides the most accurate representation of the mixed layer depth as well as the vertical structure and variability both at basin scale and in key regions of deep and intermediate water formation.
This study provides valuable insight by demonstrating, through various experiments in the Mediterranean Sea, that the choice of vertical mixing scheme is an important factor in reproducing oceanic physical variables. In this regard, the manuscript has sufficient merit and relevance for readers.
However, several aspects require more thorough discussion. If these points are adequately addressed, the study could serve as a useful reference for ocean numerical modeling.
[Major Comments]
For example, it should be clarified whether the statistical metrics presented in Figs. 4 and 5 primarily reflect characteristics of the initial conditions, or whether they result from physical processes associated with the vertical mixing schemes that amplify or reduce model errors.
[Specific Comments]