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A random walk description of individual animal movement accounting for periods of rest

Animals do not move all the time but alternate the period of actual movement (foraging) with periods of rest (e.g. eating or sleeping). Although the existence of rest times is widely acknowledged in the literature and has even become a focus of increased attention recently, the theoretical approache...

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Detalles Bibliográficos
Autores principales: Tilles, Paulo F. C., Petrovskii, Sergei V., Natti, Paulo L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Royal Society 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5180143/
https://www.ncbi.nlm.nih.gov/pubmed/28018645
http://dx.doi.org/10.1098/rsos.160566
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author Tilles, Paulo F. C.
Petrovskii, Sergei V.
Natti, Paulo L.
author_facet Tilles, Paulo F. C.
Petrovskii, Sergei V.
Natti, Paulo L.
author_sort Tilles, Paulo F. C.
collection PubMed
description Animals do not move all the time but alternate the period of actual movement (foraging) with periods of rest (e.g. eating or sleeping). Although the existence of rest times is widely acknowledged in the literature and has even become a focus of increased attention recently, the theoretical approaches to describe animal movement by calculating the dispersal kernel and/or the mean squared displacement (MSD) rarely take rests into account. In this study, we aim to bridge this gap. We consider a composite stochastic process where the periods of active dispersal or ‘bouts’ (described by a certain baseline probability density function (pdf) of animal dispersal) alternate with periods of immobility. For this process, we derive a general equation that determines the pdf of this composite movement. The equation is analysed in detail in two special but important cases such as the standard Brownian motion described by a Gaussian kernel and the Levy flight described by a Cauchy distribution. For the Brownian motion, we show that in the large-time asymptotics the effect of rests results in a rescaling of the diffusion coefficient. The movement occurs as a subdiffusive transition between the two diffusive asymptotics. Interestingly, the Levy flight case shows similar properties, which indicates a certain universality of our findings.
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spelling pubmed-51801432016-12-23 A random walk description of individual animal movement accounting for periods of rest Tilles, Paulo F. C. Petrovskii, Sergei V. Natti, Paulo L. R Soc Open Sci Mathematics Animals do not move all the time but alternate the period of actual movement (foraging) with periods of rest (e.g. eating or sleeping). Although the existence of rest times is widely acknowledged in the literature and has even become a focus of increased attention recently, the theoretical approaches to describe animal movement by calculating the dispersal kernel and/or the mean squared displacement (MSD) rarely take rests into account. In this study, we aim to bridge this gap. We consider a composite stochastic process where the periods of active dispersal or ‘bouts’ (described by a certain baseline probability density function (pdf) of animal dispersal) alternate with periods of immobility. For this process, we derive a general equation that determines the pdf of this composite movement. The equation is analysed in detail in two special but important cases such as the standard Brownian motion described by a Gaussian kernel and the Levy flight described by a Cauchy distribution. For the Brownian motion, we show that in the large-time asymptotics the effect of rests results in a rescaling of the diffusion coefficient. The movement occurs as a subdiffusive transition between the two diffusive asymptotics. Interestingly, the Levy flight case shows similar properties, which indicates a certain universality of our findings. The Royal Society 2016-11-23 /pmc/articles/PMC5180143/ /pubmed/28018645 http://dx.doi.org/10.1098/rsos.160566 Text en © 2016 The Authors. http://creativecommons.org/licenses/by/4.0/ Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/, which permits unrestricted use, provided the original author and source are credited.
spellingShingle Mathematics
Tilles, Paulo F. C.
Petrovskii, Sergei V.
Natti, Paulo L.
A random walk description of individual animal movement accounting for periods of rest
title A random walk description of individual animal movement accounting for periods of rest
title_full A random walk description of individual animal movement accounting for periods of rest
title_fullStr A random walk description of individual animal movement accounting for periods of rest
title_full_unstemmed A random walk description of individual animal movement accounting for periods of rest
title_short A random walk description of individual animal movement accounting for periods of rest
title_sort random walk description of individual animal movement accounting for periods of rest
topic Mathematics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5180143/
https://www.ncbi.nlm.nih.gov/pubmed/28018645
http://dx.doi.org/10.1098/rsos.160566
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