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Logarithmic bred vectors in spatiotemporal chaos: structure and growth

Abstract: Bred vectors are a type of finite perturbation used in prediction studies of atmospheric models that exhibit spatially extended chaos. We study the structure, spatial correlations, and the growth rates of logarithmic bred vectors (which are constructed by using a given norm). We find that, after a suitable transformation, logarithmic bred vectors are roughly piecewise copies of the leading Lyapunov vector. This fact allows us to deduce a scaling law for the bred vector growth rate as a function of its amplitude. In addition, we relate growth rates with the spectrum of Lyapunov exponents corresponding to the most expanding directions. We illustrate our results with simulations of the Lorenz 1996 model.

Other publications of the same journal or congress with authors from the University of Cantabria

 Authorship: Hallerberg S., Pazó D., López J.M., Rodríguez M.A.,

 Fuente: Physical Review E - Statistical, Nonlinear, and Soft Matter Physics, 2010, 81(6), 066204

Publisher: American Physical Society

 Publication date: 01/06/2010

No. of pages: 7

Publication type: Article

 DOI: 10.1103/PhysRevE.81.066204

ISSN: 1539-3755,1550-2376,2470-0045,2470-0053

 Spanish project: FIS2009-12964-C05-05

Publication Url: https://doi.org/10.1103/PhysRevE.81.066204