Exactly Solvable Models of Biological Invasion

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Format: Hardcover
Pub. Date: 2005-07-28
Publisher(s): Chapman & Hall/
List Price: $152.25

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Summary

Much of our current knowledge on biological invasion was derived from field studies, but many recent advances relied heavily on mathematics and computing, particularly mathematical modeling. While numerical simulations are clearly a useful approach, they have some serious drawbacks. Approximations errors and the number of parameter values can have a significant impact on the simulation results, the extent of which often remains obscure. Such difficulties do not arise, however, when the problem can be solved analytically.Exactly Solvable Models of Biological Invasion demonstrates the advantages and methods of obtaining exact solutions of partial differential equations that describe nonlinear problems encountered in the study of invasive species spread. With emphasis on PDEs of diffusion-reaction type, the authors present a comprehensive collection of exactly solvable models and a unified, self-contained description of the relevant mathematical methods. In doing so, they also provide new insight into important issues such as the impact of the Allee effect, the impact of predation, and the interplay between different modes of species dispersal. Full calculation details make this presentation accessible to biologists as well as applied mathematicians, and a range of ecological examples and applications demonstrate the utility of exact methods in practice.Exact solutions provide an immediate, complete description of system dynamics for a wide class of initial conditions and serve as a convenient tool for testing numerical algorithms and codes used in more specialized studies. This book lays the groundwork for bringing the power of exactly solvable models to bear on real-world ecological problems.

Author Biography

Sergei V. Petrovskii is a Senior Scientist in the Theoretical Department of the Shirshov Institute for Oceanology, Russian Academy of Science, Moscow Bai-Lian Li is Professor of Mathematical and Theoretical Ecology at the University of California, Riverside, USA, and the Founding Editor-in-Chief of an international journal: Ecological Complexity

Table of Contents

1 Introduction 1(16)
1.1 Why exactly solvable models are important
1(4)
1.2 Intra- and inter-species interactions and local population dynamics
5(6)
1.3 Basic mechanisms of species transport
11(3)
1.4 Biological invasion: main facts and constituting examples
14(3)
2 Models of biological invasion 17(28)
2.1 Diffusion-reaction equations
17(7)
2.2 Integral-difference models
24(6)
2.3 Space-discrete models
30(9)
2.4 Stochastic models
39(3)
2.5 Concluding remarks
42(3)
3 Basic methods and relevant examples 45(36)
3.1 The Cole-Hopf transformation and the Burgers equation as a paradigm
46(10)
3.1.1 Exact solutions for a forced Burgers equation
50(6)
3.2 Further application of the Cole-Hopf transformation
56(4)
3.3 Method of piecewise linear approximation
60(8)
3.3.1 Exact solution for a population with logistic growth
60(3)
3.3.2 Exact solution for a population with a strong Allee effect
63(5)
3.4 Exact solutions of a generalized Fisher equation
68(6)
3.4.1 Ansatz
69(2)
3.4.2 The Ablowitz-Zeppetella method
71(3)
3.5 More about ansatz
74(7)
4 Single-species models 81(36)
4.1 Impact of advection and migration
82(7)
4.1.1 Advection
84(1)
4.1.2 Density-dependent migration
85(3)
4.1.3 General case
88(1)
4.2 Accelerating population waves
89(13)
4.2.1 Self-similar exact solution
93(9)
4.3 The problem of critical aggregation
102(15)
4.3.1 Practical stability concept
105(6)
4.3.2 The Wilhelmsson "blow-up" solution
111(6)
5 Density-dependent diffusion 117(20)
5.1 The Aronson-Newman solution and its generalization
117(9)
5.1.1 A general case
120(6)
5.2 Stratified diffusion and the Allee effect
126(11)
6 Models of interacting populations 137(22)
6.1 Exact solution for a diffusive predator-prey system
137(17)
6.1.1 Properties of the local system
140(3)
6.1.2 Exact solution and its properties
143(6)
6.1.3 Formal derivation of the exact solution
149(5)
6.2 Migration waves in a resource-consumer system
154(5)
7 Some alternative and complementary approaches 159(12)
7.1 Wave speed and the eigenvalue problem
160(3)
7.2 Convergence of the initial conditions
163(2)
7.3 Convergence and the paradox of linearization
165(3)
7.4 Application of the comparison principle
168(3)
8 Ecological examples and applications 171(24)
8.1 Invasion of Japanese beetle in the United States
172(6)
8.2 Mount St. Helens recolonization and the impact of predation
178(9)
8.3 Stratified diffusion and rapid plant invasion
187(8)
9 Appendix: Basic background mathematics 195(10)
9.1 Ordinary differential equations and their solutions
195(3)
9.2 Phase plane and stability analysis
198(2)
9.3 Diffusion equation
200(5)
References 205(10)
Index 215

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