Abstract
Differential equations represent a centrally important ecological modelling approach. Originally developed to describe quantitative changes of one or more variables in physics, the approach was imported to model ecological processes, in particular population dynamic phenomena. The chapter describes the conceptual background of ordinary differential equations and introduces the different types of dynamic phenomena which can be modelled using ordinary differential equations. These are in particular different forms of increase and decline, stable and unstable equilibria, limit cycles and chaos. Example equations are given and explained. The Lotka–Volterra model for predator–prey interaction is introduced along with basic concepts (e.g. direction field, zero growth isoclines, trajectory and phase space) which help to understand dynamic processes. Knowing basic characteristics, it is possible for a modeller to construct equation systems with specific properties. This is exemplified for multiple stability and hysteresis (a sudden shift of the models state when certain stability conditions come to a limit). Only very few non-linear ecological models can be solved analytically. Most of the relevant models require numeric approximation using a simulation tool.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Further Readings
Many textbooks exist on ordinary differential equations, often with a very specific focus. A list of books relating to the ecological context can be found at http://homepage.ruhr-uni-bochum.de/michael.knorrenschild/embooks.html (Knorrenschild M (2010) List of textbooks on ecological modelling). From our perspective we would select the following books and webpages that expand on the contents provided in this chapter:
Edelstein-Keshet L (2004) Mathematical models in biology, 2nd edn. SIAM, 586 p
Jeffries C (1989) A workbook in mathematical modeling for students of ecology. Springer, Heidelberg
Kot M (2001) Elements of mathematical ecology. Cambridge University Press, Cambridge, http://www.cambridge.org/us/catalogue/catalogue.asp?isbn=9780521001502
Sharov A (n.d) Quantitative population ecology. On-Line Course. http://home.comcast.net/~sharov/PopEcol/popecol.html
William SC, Gurney WSC, Nisbet RM (1989) Ecological dynamics. Oxford University Press, Oxford, New York. http://www.stams.strath.ac.uk/ecodyn/
Wiki book on differential equations. http://en.wikibooks.org/wiki/Differential_Equations
Yodzis P (1989) Introduction to theoretical ecology. Harper & Row, New York
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2011 Springer-Verlag Berlin Heidelberg
About this chapter
Cite this chapter
Breckling, B., Jopp, F., Reuter, H. (2011). Ordinary Differential Equations. In: Jopp, F., Reuter, H., Breckling, B. (eds) Modelling Complex Ecological Dynamics. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-05029-9_6
Download citation
DOI: https://doi.org/10.1007/978-3-642-05029-9_6
Published:
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-05028-2
Online ISBN: 978-3-642-05029-9
eBook Packages: Biomedical and Life SciencesBiomedical and Life Sciences (R0)