Abstract
Understanding the invasion processes of biological species is a fundamental issue in ecology. Several mathematical models have been proposed to estimate the spreading speed of species. In recent decades, it was reported that some mathematical models of population dynamics have an explicit form of the evolution equations for the spreading front, which are represented by free boundary problems such as the Stefan-like problem (e.g., Mimura et al., Jpn J Appl Math 2:151–186, 1985; Du and Lin, SIAM J Math Anal 42:377–405, 2010). To understand the formation of the spreading front, in this paper, we will consider the singular limit of three-component reaction–diffusion models and give some interpretations for spreading front from the viewpoint of modeling. As an application, we revisit the issue of the spread of the grey squirrel in the UK and estimate the spreading speed of the grey squirrel based on our result. Also, we discuss the relation between some free boundary problems related to population dynamics and mathematical models describing Controlling Invasive Alien Species. Lastly, we numerically consider the traveling wave solutions, which give information on the spreading behavior of invasive species.
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References
Aronson DG, Weinberger HF (1975) Nonlinear diffusion in population genetics, combustion, and nerve pulse propagation. In: Partial differential equations and related topics, lecture notes in mathematics, vol 446. Springer, Berlin, pp 5–49
Bertolino S (2008) Introduction of the American grey squirrel (Sciurus carolinensis) in Europe: a case study in biological invasion. Curr Sci 95:903–906
Brezis H (2011) Functional analysis, Sobolev spaces and partial differential equations. Springer, New York
Bunting G, Du Y, Krakowski K (2012) Spreading speed revisited: analysis of a free boundary model. Netw Heterog Media 7:583–603
Chen C-C, Hung L-C, Mimura M, Ueyama D (2012) Exact traveling wave solutions of three species competition–diffusion systems. Discrete Contin Dyn Syst Ser B 17:2653–2669
Crooks ECM, Dancer EN, Hilhorst D, Mimura M, Ninomiya H (2004) Spatial segregation limit of a competition–diffusion system with Dirichlet boundary conditions. Nonlinear Anal Real World Appl 5:645–665
Dancer EN, Hilhorst D, Mimura M, Peletier LA (1999) Spatial segregation limit of a competition–diffusion system. Eur J Appl Math 10:97–115
Du Y, Guo ZM (2012) The Stefan problem for the Fisher-KPP equation. J Differ Eqn 253:996–1035
Du Y, Lin ZG (2010) Spreading-vanishing dichotomy in the diffusive logistic model with a free boundary. SIAM J Math Anal 42:377–405
El-Hachem M, McCue SW, Jin W, Du Y, Simpson MJ (2019) Revisiting the Fisher–Kolmogorov–Petrovsky–Piskunov equation to interpret the spreading-extinction dichotomy. Proc R Soc A 475(2229):20190378
Fisher RA (1937) The wave of advance of advantageous genes. Ann Eugen 7:335–369
Girardin L (2019) The effect of random dispersal on competitive exclusion-a review. Math Biosci 318:108271
Guo J-S, Wu C-H (2012) On a free boundary problem for a two-species weak competition system. J Dyn Differ Equ 24:873–895
Hilhorst D, Iida M, Mimura M, Ninomiya H (2001) A competition–diffusion system approximation to the classical two-phase Stefan problem. Jpn J Ind Appl Math 18:161–180
Hilhorst D, Mimura M, Ninomiya H (2009) Fast reaction limit of competition–diffusion systems. In: Dafermos CM, Pokorny M (eds) Handbook of differential equations: evolutionary equations, vol 5. North-Holland, Hungary, pp 105–168
Ikeda T, Mimura M (1993) An interfacial approach to regional segregation of two competing species mediated by a predator. J Math Biol 31:215–240
Klugh AB (1927) Ecology of the red squirrel. J Mammal 9:1–32
Kolmogorov AN, Petrovsky IG, Piskunov NS (1937) Study of the diffusion equation with growth of the quantity of matter and its application to a biological problem. Bull Univ Etat Moscow Ser Int Math Mec Sect A 1:1–29
Lewis MA, Petrovskii SV, Potts JR (2016) The mathematics behind biological invasions. In: Interdisciplinary applied mathematics, vol 44. Springer
Lin ZG (2007) A free boundary problem for a predator–prey model. Nonlinearity 20:1883–1892
Lockwood JL, Hoopes MA, Marchetti MP (2007) Invasion ecology. Blackwell Publishing, Malden
Middleton AD (1930) The ecology of the American gray squirrel (Sciurus carolinensis Gmelin) in the British Isles. Proc Zool Soc Lond 3:809–843
Mimura M, Kawasaki K (1980) Spatial segregation in competitive interaction–diffusion equations. J Math Biol 9:49–64
Mimura M, Yamada Y, Yotsutani S (1985) A free boundary problem in ecology. Jpn J Appl Math 2:151–186
Murakawa H, Ninomiya H (2011) Fast reaction limit of a three-component reaction–diffusion system. J Math Anal Appl 379:150–170
Murray JD (1993) Mathematical biology. Springer, Berlin
Okubo A, Maini PK, Williamson MH, Murray JD (1989) On the spatial spread of the grey squirrel in Britain. Proc R Soc Lond B 238:113–125
Orueta JF, Ramos YA (2001) Methods to control and eradicate non-native terrestrial vertebrate species. In: Nature and environment, vol 118. Council of Europe
Reynolds JC (1985) Details of the geographic replacement of the red squirrel (Sciurus vulgaris) by the grey squirrel (Sciurus carolinensis) in eastern England. J Anim Ecol 54:149–162
Schoener TW (1974) Some methods of calculating competition coefficients from resourceutilization spectra. Am Nat 108:332–340
Shorten M (1955) Squirrels in England, Wales and Scotland. J Anim Ecol 26(1957):287–294
Shigesada N, Kawasaki K (1997) Biological invasions: theory and practice. Oxford series in ecology and evolution. Oxford UP, Oxford
Shigesada N, Kawasaki K, Teramoto E (1979) Spatial segregation of interacting species. J Theor Biol 79:83–99
Skellam JG (1951) Random dispersal in theoretical populations. Biometrika 38:196–218
Volpert AI, Volpert VA, Volpert VA (1994) Traveling wave solutions of parabolic systems. American Mathematical Society, Providence
Wang MX (2014) On some free boundary problems of the prey–predator model. J Differ Eqn 256:3365–3394
Wauters L, Gurnell J (1999) The mechanism of replacement of red squirrels by grey squirrels: a test of the interference competition hypothesis. Ethology 105:1053–1071
Williamson MH, Brown KC (1986) The analysis and modelling of British invasions. Philos Trans R Soc Lond B 314:505–522
Wu C-H (2013) Spreading speed and traveling waves for a two-species weak competition system with free boundary. Discrete Cont Dyn Syst (Ser B) 18:2441–2455
Zhao JF, Wang MX (2014) Free boundary problems for a Lotka–Volterra competition system. J Dyn Differ Equ 26:655–672
Zuberogoitia I, González-Oreja JA, Zabala J, Rodríguez-Refojos C (2010) Assessing the control/eradication of an invasive species, the American mink, based on field data; how much would it cost? Biodivers Conserv 19:1455–1469
Acknowledgements
We appreciate the valuable comments and suggestions of the reviewers and the editor, which help us to improve the manuscript. H. Izuhara was partially supported by JSPS KAKENHI Grant No. 17K14237. H. Monobe was supported by JSPS KAKENHI Grant-in-Aid for Young Scientists (B) (No. 15K17595). C.-H. Wu was partly supported from the Young Scholar Fellowship Program by Ministry of Science and Technology (MOST) in Taiwan, under Grant MOST 109-2636-M-009-008.
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Izuhara, H., Monobe, H. & Wu, CH. The formation of spreading front: the singular limit of three-component reaction–diffusion models. J. Math. Biol. 82, 38 (2021). https://doi.org/10.1007/s00285-021-01591-5
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DOI: https://doi.org/10.1007/s00285-021-01591-5