Chaotic measure of the transition between two- and three-dimensional turbulence

D. Clark, Andres Armua, C. Freeman, Daniel Brener, A. Berera
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引用次数: 3

Abstract

Using direct numerical simulation we study the behavior of the maximal Lyapunov exponent in thin-layer turbulence, where one dimension of the system is constrained geometrically. Such systems are known to exhibit transitions from fully three dimensional turbulence through a mixed two and three dimensional phenomenology state and then onto fully two dimensional dynamics. We find a discontinuous jump in the Lyapunov exponent at this second transition implying the predictability of such systems can change dramatically. Such transitions are seen in a number of different turbulent systems, for example those undergoing strong rotation, hence these results may be relevant for the predictability of complicated real world flows. The Lyapunov exponent is found to provide a particularly clear measure of the transition to two dimensional dynamics. Finally, the application of these results to atmospheric predictability with regard to high-resolution modeling is examined.
二维和三维湍流之间过渡的混沌测量
利用直接数值模拟方法研究了系统一维几何约束下薄层湍流中最大李雅普诺夫指数的行为。众所周知,这样的系统表现出从完全三维湍流到混合二维和三维现象学状态,然后到完全二维动力学的转变。我们发现在第二次跃迁时,李雅普诺夫指数有一个不连续的跳跃,这意味着这种系统的可预测性会发生巨大变化。这种转变在许多不同的湍流系统中都可以看到,例如那些经历强烈旋转的系统,因此这些结果可能与复杂的现实世界流动的可预测性有关。李亚普诺夫指数被发现为向二维动力学过渡提供了一个特别清晰的度量。最后,研究了这些结果在高分辨率模式的大气可预测性方面的应用。
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