RECONCILING CLASSICAL AND INDIVIDUAL-BASED APPROACHES IN THEORETICAL POPULATION ECOLOGY - A PROTOCOL FOR EXTRACTING POPULATION PARAMETERS FROM INDIVIDUAL-BASED MODELS
L. Fahse et al., RECONCILING CLASSICAL AND INDIVIDUAL-BASED APPROACHES IN THEORETICAL POPULATION ECOLOGY - A PROTOCOL FOR EXTRACTING POPULATION PARAMETERS FROM INDIVIDUAL-BASED MODELS, The American naturalist, 152(6), 1998, pp. 838-852
The two main approaches in theoretical population ecology-the classica
l approach using differential equations and the approach using individ
ual-based modeling-seem to be incompatible. Linked to these two approa
ches are two different timescales: population dynamics and behavior or
physiology. Thus, the question of the relationship between classical
and individual-based approaches is related to the question of the mutu
al relationship between processes on the population and the behavioral
timescales. We present a simple protocol that allows the two differen
t approaches to be reconciled by making explicit use of the fact that
processes operating on two different timescales can be treated separat
ely. Using an individual-based model of nomadic birds as an example, w
e extract the population growth rate by deactivating all demographic p
rocesses-in other words, the individuals behave but do not age, die, o
r reproduce. The growth rate closely matches the logistic growth rate
for a wide range of parameters. The implications of this result and th
e conditions for applying the protocol to other individual-based model
s are discussed. Since in physics the technique of separating timescal
es is linked to some concepts of self-organization, we believe that th
e protocol will also help to develop concepts of self-organization in
ecology.