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...
Main Authors: | , |
---|---|
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 |
id |
doaj-1c5e4eb888bf46f5b073c77d200c93a7 |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT shujuanxia asizestructuredmatrixmodeltosimulatedynamicsofmarinecommunitysizespectrum AT takashiyamakawa asizestructuredmatrixmodeltosimulatedynamicsofmarinecommunitysizespectrum AT shujuanxia sizestructuredmatrixmodeltosimulatedynamicsofmarinecommunitysizespectrum AT takashiyamakawa sizestructuredmatrixmodeltosimulatedynamicsofmarinecommunitysizespectrum |
_version_ |
1725429147442872320 |