Literature DB >> 12749533

Quantification of the spatial aspect of chaotic dynamics in biological and chemical systems.

Sergei Petrovskii1, Bai-Lian Li, Horst Malchow.   

Abstract

The need to study spatio-temporal chaos in a spatially extended dynamical system which exhibits not only irregular, initial-value sensitive temporal behavior but also the formation of irregular spatial patterns, has increasingly been recognized in biological science. While the temporal aspect of chaotic dynamics is usually characterized by the dominant Lyapunov exponent, the spatial aspect can be quantified by the correlation length. In this paper, using the diffusion-reaction model of population dynamics and considering the conditions of the system stability with respect to small heterogeneous perturbations, we derive an analytical formula for an 'intrinsic length' which appears to be in a very good agreement with the value of the correlation length of the system. Using this formula and numerical simulations, we analyze the dependence of the correlation length on the system parameters. We show that our findings may lead to a new understanding of some well-known experimental and field data as well as affect the choice of an adequate model of chaotic dynamics in biological and chemical systems.

Mesh:

Year:  2003        PMID: 12749533     DOI: 10.1016/S0092-8240(03)00004-1

Source DB:  PubMed          Journal:  Bull Math Biol        ISSN: 0092-8240            Impact factor:   1.758


  2 in total

1.  Bifurcations and chaos in a predator-prey system with the Allee effect.

Authors:  Andrew Morozov; Sergei Petrovskii; Bai-Lian Li
Journal:  Proc Biol Sci       Date:  2004-07-07       Impact factor: 5.349

2.  Computational ecology as an emerging science.

Authors:  Sergei Petrovskii; Natalia Petrovskaya
Journal:  Interface Focus       Date:  2012-01-05       Impact factor: 3.906

  2 in total

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