|Simpson's Diversity Index is a measure of diversity.
In ecology, it is often used to quantify the biodiversity of a habitat. It takes into
account the number of species present, as well as the abundance of each species.
The Index of Diversity which AS/A2
level students in the UK need to understand can be found here.
Before looking at Simpson's Diversity Index in more detail, it is
important to understand the basic concepts outlined below.
Biological Diversity - the great variety of
Biological diversity can be quantified in many different ways. The
two main factors taken into account when measuring diversity are richness and evenness.
Richness is a measure of the number of different kinds of organisms present in a
particular area. For example, species richness is the number of different species present.
However, diversity depends not only on richness, but also on evenness. Evenness compares
the similarity of the population size of each of the species present.
The number of species per sample is a measure of richness. The more
species present in a sample, the 'richer' the sample.
Species richness as a measure on its own takes no account of the
number of individuals of each species present. It gives as much weight to those species
which have very few individuals as to those which have many individuals. Thus, one daisy
has as much influence on the richness of an area as 1000 buttercups.
Evenness is a measure of the relative abundance of the different
species making up the richness of an area.
To give an example, we might have sampled two different fields for
wildflowers. The sample from the first field consists of 300 daisies, 335 dandelions and
365 buttercups. The sample from the second field comprises 20 daisies, 49 dandelions
and 931 buttercups (see the table below). Both samples have the same richness (3 species)
and the same total number of individuals (1000). However, the first sample has more
evenness than the second. This is because the total number of individuals in the sample is
quite evenly distributed between the three species. In the second sample, most of the
individuals are buttercups, with only a few daisies and dandelions present. Sample 2 is
therefore considered to be less diverse than sample 1.
||Numbers of individuals
A community dominated by one or
two species is considered to be less diverse than one in which several different species
have a similar abundance.
As species richness and evenness increase, so diversity increases.
Simpson's Diversity Index is a measure of diversity which takes into account both richness
The term 'Simpson's Diversity Index' can actually refer to any one
of 3 closely related indices.
Simpson's Index (D) measures the
probability that two individuals randomly selected from a sample will belong to the same
species (or some category other than species). There are two versions of the formula for
calculating D. Either is acceptable, but be consistent.
D = (n / N)2
the total number of organisms of a particular species
N = the total number of organisms of all species
The value of D
ranges between 0 and 1
With this index, 0 represents infinite
diversity and 1, no diversity. That is, the bigger the value of D, the lower the
diversity. This is neither intuitive nor logical, so to get over this problem, D is often
subtracted from 1 to give:
Simpson's Index of Diversity
1 - D
The value of this index also ranges
between 0 and 1, but now, the greater the value, the greater the sample diversity. This
makes more sense. In this case, the index represents the probability that two individuals
randomly selected from a sample will belong to different species.
Another way of overcoming the problem
of the counter-intuitive nature of Simpson's Index is to take the reciprocal of the Index:
Simpson's Reciprocal Index
1 / D
The value of this index starts with 1
as the lowest possible figure. This figure would represent a community containing only one
species. The higher the value, the greater the diversity. The maximum value is the number
of species (or other category being used) in the sample. For example if there are five
species in the sample, then the maximum value is 5.
|The name 'Simpson's Diversity Index' is often very
loosely applied and all three related indices described above (Simpson's Index, Simpson's
Index of Diversity and Simpson's Reciprocal Index) have been quoted under this blanket
term, depending on author. It is therefore important to
ascertain which index has actually been used in any comparative studies of diversity.
||To calculate Simpson's Index for a particular area,
the area must first be sampled. The number of individuals of each species present in the
samples must be noted. (This can be easier said than done! more
For example, the diversity of the
ground flora in a woodland, might be tested by sampling random quadrats. The number of
plant species within each quadrat, as well as the number of individuals of each species is
noted. There is no necessity to be able to identify all the species, provided they can be
distinguished from each other.
As an example, let us work out the value
of D for a single quadrat sample of ground vegetation in a woodland. Of
course, sampling only one quadrat would not give you a reliable estimate of the diversity
of the ground flora in the wood. Several samples would have to be taken and the data
pooled to give a better estimate of overall diversity. How
Putting the figures into the formula
for Simpson's Index
D = 0.3 (Simpson's Index)
Simpson's Index of Diversity 1 - D = 0.7
Simpson's Reciprocal Index 1 / D = 3.3
These 3 different values all represent the same
biodiversity. It is therefore important to ascertain which index has
actually been used in any comparative studies of diversity. A value of Simpson's Index of
0.7, is not the same as a value of 0.7 for Simpson's Index of Diversity.
Simpson's Index gives more weight to the more abundant
species in a sample. The addition of rare species to a sample causes only small changes in
the value of D.