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Ecosystem response index

The output of the salinity model is a time series of salinity for each cell in the lake.

This is input into a rule based model of ecosystem health. The rule based model outputs a time series of biomass index for each cell and for each species.

As 7 species and 5 cells are used, 35 time series are produced. Thus clearly there is a need for reducing this vast quantity of data to something more useful.

The most basic idea in this index is that biodiversity is an aim in managing the system. Ie. All species identified as important should be found somewhere in the system. Why? The ecosystem is more stable when many alternative food chains exist.

The following basic principles were applied in the design of the health index...

  1. As long as a species occurred in any one cell, it was OK.
  2. The more species occurring with high biomass the better.
  3. The more biomass the better.

The primary mathematical idea used in this index is that of a P norm. The P norm of an N vector tex2html_wrap_inline3107 is...
equation346

See figure 8 for a graph of the behaviour of tex2html_wrap_inline3109 with respect to P.

  figure295
Figure 8: A graph of tex2html_wrap_inline3111 w.r.t. P

If P=2, then this is the usual tex2html_wrap_inline3113, Euclidean, or root mean square norm. In the case illustrated in figure 8,
equation348

If P=1, then this is the taxi-cab metric. (Think of a taxi traveling through a city with regular square city blocks. The tex2html_wrap_inline3115 norm gives the point to point distance traveled by the taxi. For nonnegative values, this is simply the average or mean.
equation350

If P=tex2html_wrap_inline3117 then this is the minimax norm. Ie. it equals the maximum of all the absolute values of the components.
equation352

Taking the limit of P tending to zero from the right, gives you the geometric mean of the absolute values.
equation354

Let tex2html_wrap_inline3119 represent the biomass of species i, in cell j, at time step k. Then an index of health for any one species i at time k is :-
equation356
Where P is an arbitrary constant. Setting P very large makes tex2html_wrap_inline3121 large when any one cell has a lot of species i.

An index of health for the ecosystem at time k is


equation358

Where Q is an arbitrary constant. Setting Q to a smaller value makes tex2html_wrap_inline3123 large when all the species were present at time k. When Q is very small the P norm behaves as a geometric mean.

An index of health for the ecosystem over full time period...


equation360

Where R is an arbitrary constant. Making R small would make H large only if biodiversity was high at all times.




Next: A Biomass index Up: Draft - The water Previous: Rule based ecosystem response

John Carter
Tue Jun 17 09:50:07 SAT 1997