Investigates wave dynamics and energy partitioning in turbulent systems, suggesting enhanced simulation accuracy.
The Lagrangian-averaged Navier–Stokes- alpha α α (LANS- alpha α α ) model, a turbulence closure scheme based on energy-conserving modifications to nonlinear advection, can produce more energetic simulations than standard models, leading to improved fidelity (e.g. in ocean models). However, comprehensive understanding of the mechanism driving this energetic enhancement has proven elusive. To address this, we derive the fast quasi-geostrophic limit of the three-dimensional, stably stratified LANS- alpha α α equations. This provides both the slow, balanced flow and the leading-order fast wave dynamics. Analysis of these wave dynamics suggests that an explanation for the energetic enhancement lies in the dual role of the smoothing parameter itself: increasing alpha α α regularises the dynamics and simultaneously generates a robust landscape of wave–wave resonant interactions. Direct numerical simulations show that alpha α α plays an analogous role to the Burger number ( italic Bu Bu Bu ) in governing the partition of energy between slow and fast modes – and, consequently, the time scale of geostrophic adjustment – but with key differences. Increasing alpha α α , regardless of the relative strengths of rotation and stratification, extends the persistence of wave energy by delaying the dominance of the slow modes. We find that the creation of an energy pathway involving only fast waves is a universal outcome of the regularisation across all values of italic Bu Bu Bu , accompanied by a restructuring of slow–fast–fast interactions. These insights unify the LANS-
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Seitz et al. (2026) studied this question.
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