
Chapter 5 Birth, death and movement
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K
r
N
dN
dt
1
N
•
B
A
5.4 QUANTITATIVE ASPECTS
5.4 Quantitative aspects
In this box, simple mathematical models are derived
for populations first in the absence of, and then under
the influence of, intraspecific competition. These and
other mathematical models play an important part in
ecology (see Chapter 1). They help us to follow through
the consequences of assumptions we may wish to
make, and to explore the behavior of ecological sys-
tems that we may find it hard to observe in nature
or construct in the laboratory. The particular models in
this box themselves form the basis for more complex
models of interspecific competition and predation:
they are important building blocks. It is essential to
appreciate, however, that a pattern generated by such
a model – for example, the S-shaped pattern of
population growth under the influence of intraspecific
competition – is not of interest, or important, because
it is generated by the model. There are many other
models that could generate very similar (indistinguish-
able) patterns. Rather, the point about the pattern is
that it reflects important, underlying ecological pro-
cesses – and the model is useful in that it appears to
capture the essence of those processes.
We start with a model of a population in which
there is no intraspecific competition and then incor-
porate that competition later. Our models are in the
form of differential equations, describing the net rate
of increase of a population, which will be denoted by
dN/dt (spoken: DN by DT). This represents the speed
at which a population increases in size, N, as time, t,
progresses.
The increase in size of the whole population is
the sum of the contributions of the various individuals
within it. Thus, the average rate of increase per individual,
or the per capita rate of increase (per capita means
‘per head’) is given by dN/dt • (1/N). In the absence
of intraspecific competition (or any other force that
increases the death rate or reduces the birth rate) this
rate of increase is a constant and as high as it can be
for the species concerned. It is called the intrinsic rate
of natural increase and is denoted by r. Thus:
dN/dt(1/N) = r
and the net rate of increase for the whole population
is therefore given by:
dN/dt = rN
This equation describes a population growing
exponentially (Figure 5.22).
Intraspecific competition can now be added. This
we do by deriving the logistic equation, using the
method set out in Figure 5.23. The net rate of increase
per individual is unaffected by competition when N is
very close to zero, because there is no crowding, nor
a shortage of resources. It is still therefore given by r
(point A). When N rises to K (the carrying capacity) the
net rate of increase per individual is, by definition, zero
(point B). For simplicity, we assume a straight line
between A and B; that is, we assume a linear reduc-
tion in the per capita rate of increase, as a result of
intensifying intraspecific competition, between N = 0
and N = K.
Thus, on the basis that the equation for any straight
line takes the form y = intercept + slope x, where x and
The exponential and logistic equations of population growth
s
Figure 5.23
An ideal linear decline in the net rate of increase per
individual with increasing population (N).
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