Modelling nematode movement using time-fractional dynamics

Author(s)
Hapca, Simona
Crawford, John W
MacMillan, Keith
Wilson, Mike J
Young, Iain
Publication Date
2007
Abstract
We use a correlated random walk model in two dimensions to simulate the movement of the slug parasitic nematode 'Phasmarhabditis hermaphrodita' in homogeneous environments. The model incorporates the observed statistical distributions of turning angle and speed derived from time-lapse studies of individual nematode trails. We identify strong temporal correlations between the turning angles and speed that preclude the case of a simple random walk in which successive steps are independent. These correlated random walks are appropriately modelled using an anomalous diffusion model, more precisely using a fractional sub-diffusion model for which the associated stochastic process is characterised by strong memory effects in the probability density function.
Citation
Journal of Theoretical Biology, 248(1), p. 212-224
ISSN
1095-8541
0022-5193
Link
Publisher
Academic Press
Title
Modelling nematode movement using time-fractional dynamics
Type of document
Journal Article
Entity Type
Publication

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