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A random acceleration model of individual animal movement allowing for diffusive, superdiffusive and superballistic regimes

Patterns of individual animal movement attracted considerable attention over the last two decades. In particular, question as to whether animal movement is predominantly diffusive or superdiffusive has been a focus of discussion and controversy. We consider this problem using a theory of stochastic...

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Autores principales: Tilles, Paulo F. C., Petrovskii, Sergei V., Natti, Paulo L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5662607/
https://www.ncbi.nlm.nih.gov/pubmed/29085003
http://dx.doi.org/10.1038/s41598-017-14511-9
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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 Patterns of individual animal movement attracted considerable attention over the last two decades. In particular, question as to whether animal movement is predominantly diffusive or superdiffusive has been a focus of discussion and controversy. We consider this problem using a theory of stochastic motion based on the Langevin equation with non-Wiener stochastic forcing that originates in animal’s response to environmental noise. We show that diffusive and superdiffusive types of motion are inherent parts of the same general movement process that arises as interplay between the force exerted by animals (essentially, by animal’s muscles) and the environmental drag. The movement is superballistic with the mean square displacement growing with time as [Formula: see text] at the beginning and eventually slowing down to the diffusive spread [Formula: see text] . We show that the duration of the superballistic and superdiffusive stages can be long depending on the properties of the environmental noise and the intensity of drag. Our findings demonstrate theoretically how the movement pattern that includes diffusive and superdiffusive/superballistic motion arises naturally as a result of the interplay between the dissipative properties of the environment and the animal’s biological traits such as the body mass, typical movement velocity and the typical duration of uninterrupted movement.
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spelling pubmed-56626072017-11-08 A random acceleration model of individual animal movement allowing for diffusive, superdiffusive and superballistic regimes Tilles, Paulo F. C. Petrovskii, Sergei V. Natti, Paulo L. Sci Rep Article Patterns of individual animal movement attracted considerable attention over the last two decades. In particular, question as to whether animal movement is predominantly diffusive or superdiffusive has been a focus of discussion and controversy. We consider this problem using a theory of stochastic motion based on the Langevin equation with non-Wiener stochastic forcing that originates in animal’s response to environmental noise. We show that diffusive and superdiffusive types of motion are inherent parts of the same general movement process that arises as interplay between the force exerted by animals (essentially, by animal’s muscles) and the environmental drag. The movement is superballistic with the mean square displacement growing with time as [Formula: see text] at the beginning and eventually slowing down to the diffusive spread [Formula: see text] . We show that the duration of the superballistic and superdiffusive stages can be long depending on the properties of the environmental noise and the intensity of drag. Our findings demonstrate theoretically how the movement pattern that includes diffusive and superdiffusive/superballistic motion arises naturally as a result of the interplay between the dissipative properties of the environment and the animal’s biological traits such as the body mass, typical movement velocity and the typical duration of uninterrupted movement. Nature Publishing Group UK 2017-10-30 /pmc/articles/PMC5662607/ /pubmed/29085003 http://dx.doi.org/10.1038/s41598-017-14511-9 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Tilles, Paulo F. C.
Petrovskii, Sergei V.
Natti, Paulo L.
A random acceleration model of individual animal movement allowing for diffusive, superdiffusive and superballistic regimes
title A random acceleration model of individual animal movement allowing for diffusive, superdiffusive and superballistic regimes
title_full A random acceleration model of individual animal movement allowing for diffusive, superdiffusive and superballistic regimes
title_fullStr A random acceleration model of individual animal movement allowing for diffusive, superdiffusive and superballistic regimes
title_full_unstemmed A random acceleration model of individual animal movement allowing for diffusive, superdiffusive and superballistic regimes
title_short A random acceleration model of individual animal movement allowing for diffusive, superdiffusive and superballistic regimes
title_sort random acceleration model of individual animal movement allowing for diffusive, superdiffusive and superballistic regimes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5662607/
https://www.ncbi.nlm.nih.gov/pubmed/29085003
http://dx.doi.org/10.1038/s41598-017-14511-9
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