Population dynamics
Problem
A hive of bees, a colony of ants and a parliament of owls.
These are just a few examples of animal groups, or populations. A population is dynamic; this means it is constantly changing in size and demographics. New animals are born, old animals die and other factors such as drought, fire and lack of predators, all cause a change in the population.
The population growth is the change in the number of individuals in a population, per unit time. For example, if a population has ten births and five deaths per year, then the population growth is five individuals per year.
In the following pages, we aim to represent populations and changes in populations using mathematics. This involves using differential equations and even probability.
Links to pages on differential equations:
A First Model |
Exponential and Geometric Models |
The Logistic Equation |
The Logistic Map |
The Lotka-Volterra Equations |
Modified L-V Equations |
Links to pages on probability:
Beginning the Model
We are able to describe population growth by making some generalizations and using simple differential equations:
The size, $N_t$, of a population depends upon:
- The initial number of individuals, $N_0$
- The number of births, B
- The number of deaths, D
- The number of immigrants, I
- The number of migrants, E
This gives us the equation: $$N_t=N_0+B-D+I-E$$
When a population is closed, there is no immigration or emigration. This often occurs on remote islands, such as the Galapagos Islands. Our equation then becomes $N_t=N_0+B-D$ , or equivalently $$N_{t+1}=N_t+B-D$$
Clearly the population will increase if $B> D$, and will decrease if $B< D$.
A population is in equilibrium if on average the population size remains constant over a long period of time. Mathematically, this means: $N_t=N_{t+\Delta t}$
Question:
We can rewrite the equation $N_{t+1}=N_t+B-D$ , as: $$N_{t+1}-N_t=\Delta N_t=B-D$$ Intuitively, why does this make sense? Think of an example of a population to explain why.