Describing the random dispersal of organisms more easily |
Most models for describing the dispersal of organisms have been
developed by using diffusion equations with a diffusion coefficient. These equations,
however, do not yield information that is readily interpretable in biological
terms, because the biological meaning of the diffusion coefficient is not always
clear. Discrete random walk models, in which organisms move into adjacent positions
by a specific probability, seem to be superior in their biological tractability,
although they have not been as widely used as diffusion equations because of their
mathematical intractability. We reconstructed discrete random walk models of one
dimension based on two assumptions: (1) moving organisms settle by a constant
probability and (2) settled individuals are captured by traps by a constant probability.
We also constructed a model that is applicable for a directional movement caused
by environmental factors such as wind.We applied the model to a one-dimensional
dispersal experiment on the ragweed beetle, Ophraella communa LeSage, an
insect of the size of about 4mm in adults. Both larvae and adults of this species
preferably eat ragweed, Ambrosia artemisiifolia L. We planted ragweed plants
at a place in a linear field of 100m length and 20m width. In mid-August, adult
beetles dispersed actively along the linear field to find new food plants after
they almost defoliated ragweed plants. Assuming a non-directional random walk,
we performed the linear regression, which indicated that the movement of the adult
O. communa in this season is approximately described by a discrete random movement
in which an individual travels next 10m with a probability of 0.906 during its
life. The dispersion parameter estimated by the Poisson regression was much larger
than 1, indicating that there is a considerable amount of fluctuation in the probability
of capture or in other parameters. It is shown that a similar model is also applicable
to a situation in which individuals are directly removed by traps from the moving
population before settlement. (Copyright by Elsevier Science)
Figure 1. Number of adult Ophraella communa captured by traps placed
at several distances. (Copyright by Elsevier Science).