Cargando…

Competition for resources: complicated dynamics in the simple Tilman model

Graphical analysis and computer simulations have become the preferred tools to present Tilman’s model of resource competition to new generations of ecologists. To really understand the full dynamic behaviour, a more rigorous mathematical analysis is required. We show that just a basic stability anal...

Descripción completa

Detalles Bibliográficos
Autores principales: van Opheusden, Joost H. J., Hemerik, Lia, van Opheusden, Mieke, van der Werf, Wopke
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4559563/
https://www.ncbi.nlm.nih.gov/pubmed/26361575
http://dx.doi.org/10.1186/s40064-015-1246-6
_version_ 1782388794400440320
author van Opheusden, Joost H. J.
Hemerik, Lia
van Opheusden, Mieke
van der Werf, Wopke
author_facet van Opheusden, Joost H. J.
Hemerik, Lia
van Opheusden, Mieke
van der Werf, Wopke
author_sort van Opheusden, Joost H. J.
collection PubMed
description Graphical analysis and computer simulations have become the preferred tools to present Tilman’s model of resource competition to new generations of ecologists. To really understand the full dynamic behaviour, a more rigorous mathematical analysis is required. We show that just a basic stability analysis is insufficient to describe the relevant dynamics of this deceptively simple model. To investigate realistic invasion and succession processes, not only the stable state is relevant, but also the time scales at which the system moves away from the unstable situation. We argue that the relative stability of saddle points is more important for the actual observed transient dynamics in realistic systems than the predicted asymptotic behaviour towards the stable equilibria. For the mathematical analysis this implies that not only the signs, but also the magnitudes of the eigenvalues of the Jacobi matrix at the stationary points, the rates at which the system evolves, must be considered. We present the underlying mathematics of the Tilman model in a way that should be accessible to any ecologist with a basic mathematical background.
format Online
Article
Text
id pubmed-4559563
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Springer International Publishing
record_format MEDLINE/PubMed
spelling pubmed-45595632015-09-10 Competition for resources: complicated dynamics in the simple Tilman model van Opheusden, Joost H. J. Hemerik, Lia van Opheusden, Mieke van der Werf, Wopke Springerplus Research Graphical analysis and computer simulations have become the preferred tools to present Tilman’s model of resource competition to new generations of ecologists. To really understand the full dynamic behaviour, a more rigorous mathematical analysis is required. We show that just a basic stability analysis is insufficient to describe the relevant dynamics of this deceptively simple model. To investigate realistic invasion and succession processes, not only the stable state is relevant, but also the time scales at which the system moves away from the unstable situation. We argue that the relative stability of saddle points is more important for the actual observed transient dynamics in realistic systems than the predicted asymptotic behaviour towards the stable equilibria. For the mathematical analysis this implies that not only the signs, but also the magnitudes of the eigenvalues of the Jacobi matrix at the stationary points, the rates at which the system evolves, must be considered. We present the underlying mathematics of the Tilman model in a way that should be accessible to any ecologist with a basic mathematical background. Springer International Publishing 2015-09-04 /pmc/articles/PMC4559563/ /pubmed/26361575 http://dx.doi.org/10.1186/s40064-015-1246-6 Text en © van Opheusden et al. 2015 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
van Opheusden, Joost H. J.
Hemerik, Lia
van Opheusden, Mieke
van der Werf, Wopke
Competition for resources: complicated dynamics in the simple Tilman model
title Competition for resources: complicated dynamics in the simple Tilman model
title_full Competition for resources: complicated dynamics in the simple Tilman model
title_fullStr Competition for resources: complicated dynamics in the simple Tilman model
title_full_unstemmed Competition for resources: complicated dynamics in the simple Tilman model
title_short Competition for resources: complicated dynamics in the simple Tilman model
title_sort competition for resources: complicated dynamics in the simple tilman model
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4559563/
https://www.ncbi.nlm.nih.gov/pubmed/26361575
http://dx.doi.org/10.1186/s40064-015-1246-6
work_keys_str_mv AT vanopheusdenjoosthj competitionforresourcescomplicateddynamicsinthesimpletilmanmodel
AT hemeriklia competitionforresourcescomplicateddynamicsinthesimpletilmanmodel
AT vanopheusdenmieke competitionforresourcescomplicateddynamicsinthesimpletilmanmodel
AT vanderwerfwopke competitionforresourcescomplicateddynamicsinthesimpletilmanmodel