A Chaotic Attractor in Ecology: Theory and Experimental Data

J. M. Cushing, Shandelle M. Henson, Robert A. Desharnais, Brian Dennis, R. F. Costantino, Aaron King


Abstract

Chaos has now been documented in a laboratory population. In controlled laboratory experiments, cultures of flour beetles (Tribolium castaneum) undergo bifurcations in their dynamics as demographic parameters are manipulated. These bifurcations, including a specific route to chaos, are predicted by a well-validated deterministic model called the "LPA model". The LPA model is based on the nonlinear interactions among the life cycle stages of the beetle (larva, pupa and adult). A stochastic version of the model accounts for the deviations of data from the deterministic model and provides the means for parameterization and rigorous statistical validation. The chaotic attractor of the deterministic LPA model and the stationary distribution of the stochastic LPA model describe the experimental data in phase space with striking accuracy. In addition, model-predicted temporal patterns on the attractor are observed in the data. This paper gives a brief account of the interdisciplinary effort that obtained these results.



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Cushing, J.M., Henson, S.M., Desharnais, R.A., Dennis, B., Costantino, R.F., and King, A. 2001. A chaotic attractor in ecology: theory and experimental data. Chaos, Solitons, and Fractals 12: 219–234.

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This work was supported in part by grants DMS-9306271, DMS-9319073, DMS-9625576, DMS-9616205, DMS-9981374, DMS-9973126, DMS-9981458, and DMS-9981423 from the U.S. National Science Foundation. All opinions expressed are those of the authors and not necessarily those of the NSF.

  Copyright © 1997-2002, Robert A Desharnais
Department of Biological Sciences
California State University, Los Angeles, CA, 90032-8201
Email: rdeshar@calstatela.edu