Probing chaos and biodiversity in a simple competition model

被引:21
作者
Roques, Lionel [1 ]
Chekroun, Mickael D. [2 ,3 ,4 ]
机构
[1] INRA, UR Biostat & Proc Spatiaux 546, F-84000 Avignon, France
[2] Ecole Normale Super, Environm Res & Teaching Inst, CERES, F-75231 Paris 05, France
[3] Univ Calif Los Angeles, Dept Atmospher & Ocean Sci, Los Angeles, CA 90095 USA
[4] Univ Calif Los Angeles, Inst Geophys & Planetary Phys, Los Angeles, CA 90095 USA
关键词
Biodiversity; Chaos; Lotka-Volterra; Competition model; Lyapunov exponent; Local Lyapunov exponent; Simulated annealing; DIFFERENTIAL-EQUATIONS; STRANGE ATTRACTORS; SYSTEMS; CONVERGENCE; DYNAMICS; PLANKTON; OSCILLATIONS; STABILITY;
D O I
10.1016/j.ecocom.2010.08.004
中图分类号
Q14 [生态学(生物生态学)];
学科分类号
071012 ; 0713 ;
摘要
Recent theoretical work has reported that chaos facilitates biodiversity. In this paper, we study the lowest-dimensional Lotka-Volterra competition model that exhibits chaotic trajectories, a model with four species. We observe that interaction and growth parameters leading respectively to extinction of three species, or coexistence of two, three or four species, are for the most part arranged in large regions with clear boundaries. Small islands of parameters that lead to chaos are also found. These regions where chaos occurs are, in the three cases presented here, situated at the interface between a non-chaotic four-species region and a region where extinction occurs. This implies a high sensitivity of biodiversity with respect to parameter variations in the chaotic regions. Additionally, in regions where extinction occurs which are adjacent to chaotic regions, the computation of local Lyapunov exponents reveals that a possible cause of extinction is the overly strong fluctuations in species abundances induced by local chaos at the beginning of the interval of study. For this model, we conclude that biodiversity is a necessary condition for chaos rather than a consequence of chaos, which can be seen as a signal of a high extinction risk. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:98 / 104
页数:7
相关论文
共 56 条
[1]  
[Anonymous], 2003, SER MATH COMPUT BIOL
[2]  
[Anonymous], 2002, INTERDISCIPLINARY AP
[3]  
ANOSOV D., 1963, SOVIET MATH DOKLADY, V4, P1153
[4]   COMPETITIVE-EXCLUSION [J].
ARMSTRONG, RA ;
MCGEHEE, R .
AMERICAN NATURALIST, 1980, 115 (02) :151-170
[5]   STRANGE ATTRACTORS IN VOLTERRA-EQUATIONS FOR SPECIES IN COMPETITION [J].
ARNEODO, A ;
COULLET, P ;
PEYRAUD, J ;
TRESSER, C .
JOURNAL OF MATHEMATICAL BIOLOGY, 1982, 14 (02) :153-157
[7]   CONVERGENCE THEOREMS FOR A CLASS OF SIMULATED ANNEALING ALGORITHMS ON R(D) [J].
BELISLE, CJP .
JOURNAL OF APPLIED PROBABILITY, 1992, 29 (04) :885-895
[8]   Ecology - Neutral macroecology [J].
Bell, G .
SCIENCE, 2001, 293 (5539) :2413-2418
[9]   Chaos in a long-term experiment with a plankton community [J].
Beninca, Elisa ;
Huisman, Jef ;
Heerkloss, Reinhard ;
Johnk, Klaus D. ;
Branco, Pedro ;
Van Nes, Egbert H. ;
Scheffer, Marten ;
Ellner, Stephen P. .
NATURE, 2008, 451 (7180) :822-U7
[10]   Chaotic dynamics in an insect population [J].
Costantino, RF ;
Desharnais, RA ;
Cushing, JM ;
Dennis, B .
SCIENCE, 1997, 275 (5298) :389-391