Implementation of the lattice model in the coexistence of species and its potential consequences on environment
Keywords:
lattice models, the coexistence of species, Species biodiversity, Conservation, mean-field model, Spatial pattern, Global changeAbstract
The population dynamics of a system of two competing species have been investigated in the mean-field and lattice approximation. The two species are denoted by A and B. Each site of the square lattice is either occupied by an individual or vacant. The two species complete for vacant sites to reproduce. There is a reproduction only to the nearest neighbours. We consider the invasion of a rare species into a population composed of a resident species based on a pair – approximation method in which the dynamics of both average densities and nearest neighbour correlations are considered. The results are then compared with those obtained by the mean-field approximation. Whenspecies B contain intraspecific interaction term, invasion of the rare species A into resident species B becomes easier in lattice structured populations. But the rare species B invading species A is difficult in lattice models in comparison to mean-field approximation. The overall coexistence of species is enhanced in lattice models. These results were verified by simulation on a square lattice although the range of the enhancement of the species coexistence is reduced. This calls for the attention that pair-approximation is an oversimplification of the real situation.
Downloads
References
Adler, F. R., and Nuernberger, B. 1994. Persistence in patchy irregular landscapes,Theor. Popul. Biol. 45, 41-75.
Caswell, H., and Etter, R. J. 1992. Ecological interactions in patchy environments: from patch-occupancy models to cellular automata, in “Patch Dynamics” (S.A. Levin, T.M. Powell, and H. Steele, eds.)), pp. 93-109, Springer-Verlag, New York
Chesson, P.L. 1981. Models for spatially distributed populations: The effect of within patch variation, Theor. Popul. Biol. 19, 288-325.
Chesson, P. L. 1985. Coexistence of competitors in spatially and temporally varying environments: a look at the combined effects of different sorts of variability,Theor. Popul. Biol. 28, 263-287.
Chesson, P.L. 1991. A need for niches, TREE 6, 26-28.
De Roos, A. M., McCauley, E., and Wilson, W. G. 1991. Mobility versus density-limited predator-prey dynamics of different spatial scales, Proc. R. Soc, London B 246, 17-122.
Durrett, R., and Levin, S. A. 1994. Importance of being discrete (and spatial), Theo.Popul. Biol. 46, 363-394.
Durrett, R., and Levin, S.A. 1994. Stochastic spatial models: a user’s guide to ecological applications, Phil. Trans. R. Soc. London B 343, 329-350.
Durrett, R., and Levin, S. A. 1997. Allelopathy in spatially distributed populations,J. Theo. Biol. 128, 301-304.
Gandhi, A., Levin, S.A., and Orszag, S. 1998. “Critical Slowing Down” in Time-to-extinction: an Example of Critical Phenomena in Ecology, J. Theo. Biol. 192, 363-376.
Gilpin, M., and Hanski, I. 1991. “Metapopulation Dynamics: Empirical and Theoretical Investigations,” Academic Press, London.
Hanski, I. 1983. Coexistence of competitors in a patchy environment, Ecology 64,493-500.
Harada, Y., and Iwasa, Y. 1994. Lattice population dynamics for plants with dispersing seeds and vegetative propagation, Res. Popul. Ecol. 36, 237-249.
Harada, Y., Ezoe, H., Iwasa, Y., Matsuda, H., and Sato, K. 1995. Population persistence and spatially limited social interaction, Theor. Popul. Biol. 48, 65-91.
Harada, Y., and Iwasa, Y. 1996. Analyses of spatial patterns and population processesof clonal plants, Res. Popul. Ecol. 38, 153-164.
Hassell, M. P., Comins, H. N., and May, R. M. 1991. Spatial structure and chaos in insect population dynamics, Nature 353, 255-258.
Hastings, A. 1980. Disturbance, coexistence, history, and competition for space, Theor. Popul. Biol. 18, 363-373.
Levin, S. A. 1974. Dispersion and population interactions, Am. Nat. 108, 207-208.
Levin, S. A., Cohen, D., and Hastings, A. 1984. Dispersal in patchy environments,Theor. Popul. Biol. 26, 165-191.
Levins, R., and Culver, D. 1971. Regional coexistence of species and competitionbetween rare species, Proc. Natl. Acad. Sc. USA 68, 1246-1248.
Matsuda, H., Tamachi, N., and Sasaki, A. 1987. A lattice model for population biology, in “Mathematical topics in Biology” (E. Teramoto, and M. Yamagutoi, eds)
Lecture Notes in Biomathematics, Vol. 71, pp.154-161, Springer-Verlag, New York.
Matsuda, H., Ogita, N., Sasaki, A., and Sato, K. 1992. Statistical mechanics of population- The lattice Lotka-Volterra model, Prog. Theo. Phys. 88, 1035-1049.
Nakamura, M., Matsuda, H., and Iwasa, Y. 1997. The evolution of cooperation in the lattice-structured population, J. Theo. Bio. 184, 65-81.
Pacala, S. W. 1986. Neighbourhood models of plant population dynamics. 2- multispecies models of annuals, Theor. Popul. Biol. 29, 262-292.
Rand, D.A., Keeling, M., and Wilson, H.B. 1995. Invasion, stability, and evolution to criticality in spatially extended, artificial host-pathogen ecologies,Proc. R. Soc. London B 259, 55-63.
Sato, K., and Iwasa, Y. 1993. Modelling of wave regeneration (shimagare) in subalpine
Abies forests: population dynamics with spatial structure, Ecology 74, 1538-1550.
Sato, K., Matsuda, H., and Sasaki, A. 1994. Pathogen invasion and host extinction in lattice structured populations, J. Math. Biol. 32, 251-268.
Takenaka, Y., Matsuda, H., and Iwasa, Y. 1997. Competition and Evolutionary Stability of Plants in a Spatially Structured Habitat, Res. Popul. Ecol. 39(1), 67-75.
Tilman, D. 1994. Competition and biodiversity in spatially structured habitats,Ecology 75, 2-16.
Published
How to Cite
Issue
Section
Copyright (c) 2022 International journal of health sciences
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Articles published in the International Journal of Health Sciences (IJHS) are available under Creative Commons Attribution Non-Commercial No Derivatives Licence (CC BY-NC-ND 4.0). Authors retain copyright in their work and grant IJHS right of first publication under CC BY-NC-ND 4.0. Users have the right to read, download, copy, distribute, print, search, or link to the full texts of articles in this journal, and to use them for any other lawful purpose.
Articles published in IJHS can be copied, communicated and shared in their published form for non-commercial purposes provided full attribution is given to the author and the journal. Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
This copyright notice applies to articles published in IJHS volumes 4 onwards. Please read about the copyright notices for previous volumes under Journal History.