A size-structured matrix model to simulate dynamics of marine community size spectrum.

Several types of size-based models have been developed to model the size spectra of marine communities, in which abundance scales strongly with body size, using continuous differential equations. In this study, we develop a size-structured matrix model, which can be seen as a discretization of the M...

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Main Authors: Shujuan Xia, Takashi Yamakawa
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2018-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC5991710?pdf=render
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spelling doaj-1c5e4eb888bf46f5b073c77d200c93a72020-11-25T00:04:27ZengPublic Library of Science (PLoS)PLoS ONE1932-62032018-01-01136e019841510.1371/journal.pone.0198415A size-structured matrix model to simulate dynamics of marine community size spectrum.Shujuan XiaTakashi YamakawaSeveral types of size-based models have been developed to model the size spectra of marine communities, in which abundance scales strongly with body size, using continuous differential equations. In this study, we develop a size-structured matrix model, which can be seen as a discretization of the Mckendrick-von Foerster equation, to simulate the dynamics of marine communities. The developed model uses a series of simple body size power functions to describe the basic processes of predator-prey interactions, reproduction, metabolism, and non-predation mortality based on the principle of mass balance. Linear size spectra with slopes of approximately -1 are successfully reproduced by this model. Several examples of numerical simulations are provided to demonstrate the model's behavior. Size spectra with cut-offs and/or waves are also found for certain parameter values. The matrix model is flexible and can be freely manipulated by users to answer different questions and is executed over a shorter numerical calculation running time than continuous models.http://europepmc.org/articles/PMC5991710?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Shujuan Xia
Takashi Yamakawa
spellingShingle Shujuan Xia
Takashi Yamakawa
A size-structured matrix model to simulate dynamics of marine community size spectrum.
PLoS ONE
author_facet Shujuan Xia
Takashi Yamakawa
author_sort Shujuan Xia
title A size-structured matrix model to simulate dynamics of marine community size spectrum.
title_short A size-structured matrix model to simulate dynamics of marine community size spectrum.
title_full A size-structured matrix model to simulate dynamics of marine community size spectrum.
title_fullStr A size-structured matrix model to simulate dynamics of marine community size spectrum.
title_full_unstemmed A size-structured matrix model to simulate dynamics of marine community size spectrum.
title_sort size-structured matrix model to simulate dynamics of marine community size spectrum.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2018-01-01
description Several types of size-based models have been developed to model the size spectra of marine communities, in which abundance scales strongly with body size, using continuous differential equations. In this study, we develop a size-structured matrix model, which can be seen as a discretization of the Mckendrick-von Foerster equation, to simulate the dynamics of marine communities. The developed model uses a series of simple body size power functions to describe the basic processes of predator-prey interactions, reproduction, metabolism, and non-predation mortality based on the principle of mass balance. Linear size spectra with slopes of approximately -1 are successfully reproduced by this model. Several examples of numerical simulations are provided to demonstrate the model's behavior. Size spectra with cut-offs and/or waves are also found for certain parameter values. The matrix model is flexible and can be freely manipulated by users to answer different questions and is executed over a shorter numerical calculation running time than continuous models.
url http://europepmc.org/articles/PMC5991710?pdf=render
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