×

Stable territory formation in ecology and its potential generality in pattern formations. (English) Zbl 1412.92315

Summary: Stable territory formation is frequently observed in ecology. Until now, only the reaction-diffusion scheme has successfully produced stable patterns in the predator-prey system. However, it is a density-based scheme and in principle it cannot be used to derive a comprehensive understanding from a mean-field scheme. The application of our new stochastic individual-based scheme to predator-prey systems successfully produced stable patterns such as net, stripe, and lattice patterns for the first time. This study clearly shows that non-interacting time is an important factor in stable pattern formation. Specifically, of high importance is the existence of finite time to build the appetites of predators. In some cases, extreme increases of the appetites of predators lead to chaotic changes of the population, which are similar to the locust outbreak in Africa.

MSC:

92D40 Ecology
92D25 Population dynamics (general)
Full Text: DOI

References:

[1] Box, G. E.P.; Muller, M. E., A note on the generation of random normal deviates, Ann. Math. Stat., 29, 610-611 (1958) · Zbl 0085.13720
[2] Carneiro, M. V.; Charret, I. C., Spontaneous emergence of spatial patterns in a predator-prey model, Phys. Rev. E, 76, 061902 (2007)
[3] DeAngelis, D. L.; Mooij, D. D., Individual-based modeling on ecological and evolutional processes, Annu. Rev. Ecol. Evol. Syst., 36, 147-168 (2005)
[4] Grimm, V.; Railsback, S. F., Individual-Based Modeling and Ecology (2005), Princeton University Press: Princeton University Press Princeton · Zbl 1085.92043
[5] Grimm, V.; Berger, U.; DeAngelis, D. L.; Polhill, J. G.; Giske, J.; Railsback, S. F., The ODD protocola review and first update, Ecol. Model., 221, 2760-2768 (2010)
[6] Gurney, W. S.C.; Veitch, A. R., Self-organization, scale and stability in a spatial predator-prey interaction, Bull. Math. Biol., 62, 61-86 (2000) · Zbl 1323.92168
[7] Hosseini, P. R., Pattern formation and individual-based modelsthe importance of understanding individual-based movement, Ecol. Model., 194, 357-371 (2006)
[8] Koch, A. J.; Meinhardt, H., Biological pattern formation, Rev. Mod. Phys., 66, 1481 (1994)
[9] May, R. M., Simple mathematical models with very complicated dynamics, Nature, 261, 459-467 (1976) · Zbl 1369.37088
[10] Murray, J. D., Mathematical Biology (2001), Springer: Springer Berlin
[11] Nagano, S., 2002. Robust mutual synchronization of signaling for survival in Dictyostelium discoideum; Nagano, S., 2002. Robust mutual synchronization of signaling for survival in Dictyostelium discoideum
[12] Nagano, S.; Maeda, Y., Phase transitions in predator-prey systems, Phys. Rev., E85, 011915 (2012)
[13] Satoh, K., Computer experiment on the complex behavior of a two-dimensional cellular automation as a phenomenological model for an ecosystem, J. Phys. Soc. Jpn., 58, 3842-3856 (1989)
[14] Satulovsky, J. E.; Tome, T., Stochastic lattice gas model for a predator-prey system, Phys. Rev. E, 49, 5073-5079 (1994)
[15] See Supplementary material ODD.pdf for the ODD protocol for a new stochastic IBM scheme to predator-prey systems.; See Supplementary material ODD.pdf for the ODD protocol for a new stochastic IBM scheme to predator-prey systems.
[16] Taninaka, K., Lattice model for the Lotka-Volterra system, J. Phys. Soc. Jpn., 57, 2588-2590 (1988)
[17] Todd, M. C.; Washington, R.; Cheke, R. A.; Kniveton, D., Brown locust outbreaks and climate variability in southern Africa, J. Appl. Ecol., 39, 31-42 (2002)
[18] Turing, A. M., The chemical basis of morphogenesis, Philos. Trans. R. Soc. Lond., 237, 37-72 (1952) · Zbl 1403.92034
[19] Wilson, W. G.; De Roos, A. M.; McCauley, E., Spatial instabilities within the diffusive Lotka-Volterra system—individual-based simulation results, Theor. Popul. Biol., 43, 91-127 (1993) · Zbl 0768.92026
[20] Yokoyama, A.; Noguchi, Y.; Nagano, S., A new stochastic individual-based model for pattern formation and its application to predator-prey systems, J. Biol. Phys., 34, 121-133 (2008)
This reference list is based on information provided by the publisher or from digital mathematics libraries. Its items are heuristically matched to zbMATH identifiers and may contain data conversion errors. In some cases that data have been complemented/enhanced by data from zbMATH Open. This attempts to reflect the references listed in the original paper as accurately as possible without claiming completeness or a perfect matching.