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基于条纹面的时变向量场拓扑。

A time-dependent vector field topology based on streak surfaces.

机构信息

Institute for Visualization and Interactive Systems, University ofStuttgart (VISUS), Stuttgart, Germany.

出版信息

IEEE Trans Vis Comput Graph. 2013 Mar;19(3):379-92. doi: 10.1109/TVCG.2012.131.

Abstract

It was shown recently how the 2D vector field topology concept, directly applicable to stationary vector fields only, can be generalized to time-dependent vector fields by replacing the role of stream lines by streak lines. The present paper extends this concept to 3D vector fields. In traditional 3D vector field topology separatrices can be obtained by integrating stream lines from 0D seeds corresponding to critical points. We show that in our new concept, in contrast, 1D seeding constructs are required for computing streak-based separatrices. In analogy to the 2D generalization we show that invariant manifolds can be obtained by seeding streak surfaces along distinguished path surfaces emanating from intersection curves between codimension-1 ridges in the forward and reverse finite-time Lyapunov exponent (FTLE) fields. These path surfaces represent a time-dependent generalization of critical points and convey further structure in time-dependent topology of vector fields. Compared to the traditional approach based on FTLE ridges, the resulting streak manifolds ease the analysis of Lagrangian coherent structures (LCS) with respect to visual quality and computational cost, especially when time series of LCS are computed. We exemplify validity and utility of the new approach using both synthetic examples and computational fluid dynamics results.

摘要

最近有人展示了如何将二维向量场拓扑概念(仅直接适用于稳定的向量场)推广到时变向量场,方法是用条纹线代替流线来替代其作用。本文将这一概念扩展到三维向量场。在传统的三维向量场拓扑中,可以通过从对应于临界点的 0 维种子集成流线来获得分隔线。我们表明,在我们的新概念中,相反,需要进行一维播种来计算基于条纹的分隔线。类似于二维推广,我们表明可以通过沿着从正向和反向有限时间 Lyapunov 指数 (FTLE)场中一维脊的交点发出的特征路径表面播种条纹表面来获得不变流形。这些路径表面代表了临界点的时变推广,并在向量场的时变拓扑中传递了进一步的结构。与基于 FTLE 脊的传统方法相比,所得的条纹流形减轻了关于视觉质量和计算成本的拉格朗日相干结构 (LCS)的分析,特别是在计算 LCS 的时间序列时。我们使用合成示例和计算流体动力学结果来说明新方法的有效性和实用性。

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