Transport in time-dependent dynamical systems: Finite-time coherent sets

被引:131
作者
Froyland, Gary [1 ]
Santitissadeekorn, Naratip [1 ]
Monahan, Adam [2 ]
机构
[1] Univ New S Wales, Sch Math & Stat, Sydney, NSW 2052, Australia
[2] Univ Victoria, Sch Earth & Ocean Sci, Victoria, BC V8W 3V6, Canada
关键词
ALMOST-INVARIANT SETS; POLAR VORTEX; FLOWS; MAPS; MANIFOLDS;
D O I
10.1063/1.3502450
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We study the transport properties of nonautonomous chaotic dynamical systems over a finite-time duration. We are particularly interested in those regions that remain coherent and relatively non-dispersive over finite periods of time, despite the chaotic nature of the system. We develop a novel probabilistic methodology based upon transfer operators that automatically detect maximally coherent sets. The approach is very simple to implement, requiring only singular vector computations of a matrix of transitions induced by the dynamics. We illustrate our new methodology on an idealized stratospheric flow and in two and three-dimensional analyses of European Centre for Medium Range Weather Forecasting (ECMWF) reanalysis data. (C) 2010 American Institute of Physics. [doi:10.1063/1.3502450]
引用
收藏
页数:10
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