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Invasion front dynamics in disordered environments
Invasion occurs in environments that are normally spatially disordered, however, the effect of such a randomness on the dynamics of the invasion front has remained less understood. Here, we study Fisher’s equation in disordered environments both analytically and numerically. Using the Effective Medi...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588433/ https://www.ncbi.nlm.nih.gov/pubmed/33106618 http://dx.doi.org/10.1038/s41598-020-75366-1 |
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author | Azimzade, Youness Sasar, Mahdi Maleki, Iraj |
author_facet | Azimzade, Youness Sasar, Mahdi Maleki, Iraj |
author_sort | Azimzade, Youness |
collection | PubMed |
description | Invasion occurs in environments that are normally spatially disordered, however, the effect of such a randomness on the dynamics of the invasion front has remained less understood. Here, we study Fisher’s equation in disordered environments both analytically and numerically. Using the Effective Medium Approximation, we show that disorder slows down invasion velocity and for ensemble average of invasion velocity in disordered environment we have [Formula: see text] where [Formula: see text] is the amplitude of disorder and [Formula: see text] is the invasion velocity in the corresponding homogeneous environment given by [Formula: see text] . Additionally, disorder imposes fluctuations on the invasion front. Using a perturbative approach, we show that these fluctuations are Brownian with a diffusion constant of: [Formula: see text] . These findings were approved by numerical analysis. Alongside this continuum model, we use the Stepping Stone Model to check how our findings change when we move from the continuum approach to a discrete approach. Our analysis suggests that individual-based models exhibit inherent fluctuations and the effect of environmental disorder becomes apparent for large disorder intensity and/or high carrying capacities. |
format | Online Article Text |
id | pubmed-7588433 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-75884332020-10-27 Invasion front dynamics in disordered environments Azimzade, Youness Sasar, Mahdi Maleki, Iraj Sci Rep Article Invasion occurs in environments that are normally spatially disordered, however, the effect of such a randomness on the dynamics of the invasion front has remained less understood. Here, we study Fisher’s equation in disordered environments both analytically and numerically. Using the Effective Medium Approximation, we show that disorder slows down invasion velocity and for ensemble average of invasion velocity in disordered environment we have [Formula: see text] where [Formula: see text] is the amplitude of disorder and [Formula: see text] is the invasion velocity in the corresponding homogeneous environment given by [Formula: see text] . Additionally, disorder imposes fluctuations on the invasion front. Using a perturbative approach, we show that these fluctuations are Brownian with a diffusion constant of: [Formula: see text] . These findings were approved by numerical analysis. Alongside this continuum model, we use the Stepping Stone Model to check how our findings change when we move from the continuum approach to a discrete approach. Our analysis suggests that individual-based models exhibit inherent fluctuations and the effect of environmental disorder becomes apparent for large disorder intensity and/or high carrying capacities. Nature Publishing Group UK 2020-10-26 /pmc/articles/PMC7588433/ /pubmed/33106618 http://dx.doi.org/10.1038/s41598-020-75366-1 Text en © The Author(s) 2020 Open AccessThis 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Azimzade, Youness Sasar, Mahdi Maleki, Iraj Invasion front dynamics in disordered environments |
title | Invasion front dynamics in disordered environments |
title_full | Invasion front dynamics in disordered environments |
title_fullStr | Invasion front dynamics in disordered environments |
title_full_unstemmed | Invasion front dynamics in disordered environments |
title_short | Invasion front dynamics in disordered environments |
title_sort | invasion front dynamics in disordered environments |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588433/ https://www.ncbi.nlm.nih.gov/pubmed/33106618 http://dx.doi.org/10.1038/s41598-020-75366-1 |
work_keys_str_mv | AT azimzadeyouness invasionfrontdynamicsindisorderedenvironments AT sasarmahdi invasionfrontdynamicsindisorderedenvironments AT malekiiraj invasionfrontdynamicsindisorderedenvironments |