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In the simplest example, a fluid possessing constant potential vorticity and stratification over a finite depth, with temperature perturbations generated by large-scale forcing at the upper surface and isothermal conditions at the lower surface, gives rise to a forward cascade of energy at the upper surface. The transition from a large scale -3 slope to a small scale -5/3 slope occurs at horizontal wavenumber k_t = f/NH, where f is the Coriolis parameter, N is the stratification frequency, and H is the depth of the fluid. [The figure below shows spectra generated as resolution is varied for fixed k_t, and as k_t is varied for fixed resolution, using this model.] Using atmospheric values gives a scale close to but somewhat larger than the observed transition scale. Moreover, in this example flow the forcing is artificial.
A more realistic representation of large-scale atmospheric turbulence involves baroclinic forcing by an unstable mean shear. We show that by including surface temperature advection dynamics in a baroclinically-forced stratified quasigeostrophic flow with sufficient vertical resolution to represent the temperature signals at the submesoscale, one can again obtain a forward energy cascade at surfaces or levels of sharp jumps in the stratification. Sufficient vertical resolution is the key: since temperature is proportional to the vertical derivative of the streamfunction, only those temperature-dominated motions at a wavenumbers k < f/N\Delta z are properly represented in a numerical model.
Finally, we show that sufficiently strong forcing by the interior dynamics can push the transition scale (from spectral slope -3 to -5/3) to higher wavenumbers, resulting in spectra that closely resemble the observed spectra of atmopsheric turbulence.
References:
1. Nastrom, G. D. & K. S. Gage: 1985. J. Atmos. Sci., v.42, 950-960
2. Cho, J.Y.N. & E. Lindborg: 2001. J. Geophys. Res., v.106, 10223-10232