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A Model for Plant Invasions: the Role of Distributed Generation Times

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Abstract

An analytical model consisting of adult plants and two types of seeds (unripe and mature) is considered and successfully tested using experimental data available for some invasive weeds (Echium plantagineum, Cytisus scoparius, Carduus nutans andCarduus acanthoides) from their native and exotic ranges. The model accounts for probability distribution functions (pdfs) for times of germination, growth, death and dispersal on two dimensions, so the general life-cycle of individuals is considered with high level of description. Our work provides for the first time, for a model containing all that life-cycle information, explicit relationship conditions for the invasive success and expressions for the speed of invasive fronts, which can be useful tools for invasions assessment. The expressions derived allow us to prove that the different phenotypes showed by the weeds in their native (exotic) ranges can explain their corresponding non-invasive (invasive) behavior.

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References

  • Allen, E.J., Allen, L.J.S., Xiaoning, G., 1996. Dispersal and competition models for plants. J. Math. Biol. 34, 455–481.

    Article  MATH  MathSciNet  Google Scholar 

  • Andersen, M., 1991. Properties of some density-dependent integro-difference equation population models. Math. Biosci. 104, 135–157.

    Article  MATH  Google Scholar 

  • Andow, D.A., Kareiva, P., Levin, S.A., Okubo, A., 1990. Spread of invading organisms. Landsc. Ecol. 4, 177–188.

    Article  Google Scholar 

  • Bullock, J.M., Kenward, R.E., Hails, R.S., 2002. Dispersal Ecology. Blackwell Science, Oxford.

    Google Scholar 

  • Campos, D., Fort, J., Llebot, J.E., 2002. Reaction-diffusion wave fronts: Multigeneration biological species under climate change. Phys. Rev. E 66, 062901.

    Article  Google Scholar 

  • Caswell, H., 1989. Matrix Population Models: Construction, Analysis, and Interpretation. Sinauer Associates, Sunderland.

    Google Scholar 

  • Caswell, H., Lensink, R., Neubert, M.G., 2003. Demography and dispersal: comparing invasion speeds using life table response experiments. Ecology 84, 1968–1978.

    Article  Google Scholar 

  • Clark, J.S., 1998. Why trees migrate so fast: confronting theory with dispersal biology and the paleo record. Am. Nat. 152, 204–224.

    Article  Google Scholar 

  • Clark, J.S., Lewis, M.A., Horvath, L., 2001. Invasion by extremes: population spread with variation in dispersal and reproduction. Am. Nat. 157, 537–554.

    Article  Google Scholar 

  • Clark, J.S., Lewis, M.A., Mclachlam, J.S., Hille Ris Lambers, J., 2003. Estimating population spread: what can we forecast and how well? Ecology 84, 1979–1988.

    Article  Google Scholar 

  • Fedotov, S., Méndez, V., 2002. Continuous-time random walks and traveling fronts. Phys. Rev. E 66, 030102(R).

    Google Scholar 

  • Freidlin, M., 1996. Markov Processes and Differential Equations: Asymptotic Problems. Birkhäuser, Basel.

    MATH  Google Scholar 

  • Grigulis, K., Sheppard, A.W., Ash, J.E., Groves, R.H., 2001. The comparative demography of the pasture weed. Echium plantagineum between its native and invaded ranges. J. Appl. Ecol. 38, 281–290.

    Article  Google Scholar 

  • Hastings, A., , 2005. The spatial spread of invasions: new developments in theory and evidence. Ecol. Lett. 8, 91–101.

    Article  Google Scholar 

  • Hoskins, J.R., Smith, J.M.B., Sheppard, A.W., 1998. Cytisus scoparius (L.) Link subsp. scopatrius. In: Panetta, F.D., Groves, R.H., Shepherd, R.C.H. (Eds.), The Biology of Australian Weeds, vol. 2. R.G. & F.J. Richardson Publishers, Melbourne

    Google Scholar 

  • Jongejans, E., Skarpaas, O., Tipping, P.W., Shea, K., 2007. Establishment and spread of founding populations of an invasive thistle: the role of competition and seed limitation. Biol. Invations 9, 317–325.

    Article  Google Scholar 

  • Katul, G.G., Porporato, A., Nathan, R., Siqueira, M., Soons, M.B., Poggi, D., Horn, H.S., Levin, S.A., 2005. Mechanistic analytical models for long-distance seed dispersal by wind. Am. Nat. 166, 368–381.

    Article  Google Scholar 

  • Kot, M., Lewis, M.A., van den Driessche, P., 1996. Dispersal data and the spread of invading organisms. Ecology 77, 2027–2042.

    Article  Google Scholar 

  • Lewis, M.A., Neubert, M.G., Caswell, H., Clark, J., Shea, K., 2006. A guide to calculating discrete-time invasion rates from data. In: Cadotte, M.W., McMahon, S.M., Fukami, T. (Eds.), Conceptual Ecology and Invasion Biology: Reciprocal Approaches to Nature, pp. 169–192. Springer, Dordrecht

    Chapter  Google Scholar 

  • Lotka, A.J., 1956. Elements of Mathematical Biology. Dover, New York.

    MATH  Google Scholar 

  • Méndez, V., Campos, D., Fedotov, S., 2004. Analysis of fronts in reaction-dispersal processes. Phys. Rev. E 70, 066129.

    Article  Google Scholar 

  • Metzler, R., Klafter, J., 2000. The random walk’s guide to anomalous diffusion: a fractional dynamics approach. Phys. Rep. 339, 1–77.

    Article  MATH  MathSciNet  Google Scholar 

  • Mistro, D.C., Rodrigues, L.A.D., Schmid, A.B., 2005. A mathematical model for dispersal of an annual plant population with a seed bank. Ecol. Mod. 188, 52–61.

    Article  Google Scholar 

  • Montroll, E.W., Weiss, G.H., 1965. Random walks on lattices, II. J. Math. Phys. 6, 167–181.

    Article  MathSciNet  Google Scholar 

  • Murray, J.D., 1993. Mathematical Biology. Springer, Berlin.

    Book  MATH  Google Scholar 

  • Nathan, R., Katul, G.G., Horn, H.S., Thomas, S.M., Oren, R., Avissar, R., Pacala, S.W., Levin, S.A., 2002. Mechanisms of long-distance dispersal of seeds by wind. Nature 418, 409–413.

    Article  Google Scholar 

  • Neubert, M.G., Caswell, H., 2000. Demography and dispersal: calculation and sensitivity analysis of invasion speed for structured populations. Ecology 81, 1613–1628.

    Article  Google Scholar 

  • Paynter, Q., Fowler, S.V., Memmott, J., Sheppard, A.W., 1998. Factors affecting the establishment of Cytisus scoparius in southern France: implications for managing both native and exotic populations. J. Appl. Ecol. 35, 582–595.

    Article  Google Scholar 

  • Sheppard, A.W., Cullen, J.M., Aeschlimann, J.P., Vitou, J., 1988. The importance of insect herbivores relative to other limiting factors on weed population dynamics: a case study of Carduus nutans. In: Proceedings of the VII International Symposium on Biological Control of Weeds, 6–11 March 1988, Rome, Italy. E.S. Delfosse.

  • Sheppard, A.W., Cullen, J.M., Aeschlimann, J.P., 1994. Predispersal seed predation on Carduus nutans (Asteraceae) in southern Europe. Acta Oecol. 15, 529–541.

    Google Scholar 

  • Sheppard, A.W., Hodge, P., Paynter, Q., Rees, M., 2002. Factors affecting invasion and persistence of broom Cytisus scoparius in Australia. J. Appl. Ecol. 39, 721–734.

    Article  Google Scholar 

  • Shigesada, N., Kawasaki, K., Takeda, Y., 1995. Modeling stratified diffusion in biological invasions. Am. Nat. 146, 229–251.

    Article  Google Scholar 

  • Skarpaas, O., Shea, K., 2007. Dispersal patterns, dispersal mechanisms, and invasion wave speeds for invasive thistles. Am. Nat. 170, 421–430.

    Article  Google Scholar 

  • Skellam, J.G., 1951. Random dispersal in theoretical populations. Biometrika 38, 196–218.

    MATH  MathSciNet  Google Scholar 

  • Turchin, P., 1998. Quantitative Analysis of Movement: Measuring and Modeling Population Redistribution in Animals and Plants. Sinauer, Sunderland.

    Google Scholar 

  • van den Bosch, F., Metz, J.A.J., Dieckmann, O., 1990. The velocity of spatial population expansion. J. Math. Biol. 28, 529–565.

    Article  MATH  MathSciNet  Google Scholar 

  • Woodburn, T.L., Sheppard, A.W., 1996. Life histories of Carduus nutans as a native versus an alien weed. Plant Prot. Q. 11, 236–238.

    Google Scholar 

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Correspondence to Vicenç Méndez.

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Méndez, V., Campos, D. & Sheppard, A.W. A Model for Plant Invasions: the Role of Distributed Generation Times. Bull. Math. Biol. 71, 1727–1744 (2009). https://doi.org/10.1007/s11538-009-9422-x

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  • DOI: https://doi.org/10.1007/s11538-009-9422-x

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