Subtle Differences in the Representation of Consumer Dynamics Have Large Effects in Marine Food Web Models

Projecting ocean biogeochemistry and fisheries resources under climate change requires confidence in simulation models. Core to such models is the description of consumer dynamics relating prey abundance to capture, digestion efficiency and growth rate. Capture is most commonly described as a linear...

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Autores principales: Kevin J. Flynn, Douglas C. Speirs, Michael R. Heath, Aditee Mitra
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Lenguaje:EN
Publicado: Frontiers Media S.A. 2021
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Acceso en línea:https://doaj.org/article/52d8689bc8d44101bb1d123cfece6908
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spelling oai:doaj.org-article:52d8689bc8d44101bb1d123cfece69082021-11-16T04:34:33ZSubtle Differences in the Representation of Consumer Dynamics Have Large Effects in Marine Food Web Models2296-774510.3389/fmars.2021.638892https://doaj.org/article/52d8689bc8d44101bb1d123cfece69082021-11-01T00:00:00Zhttps://www.frontiersin.org/articles/10.3389/fmars.2021.638892/fullhttps://doaj.org/toc/2296-7745Projecting ocean biogeochemistry and fisheries resources under climate change requires confidence in simulation models. Core to such models is the description of consumer dynamics relating prey abundance to capture, digestion efficiency and growth rate. Capture is most commonly described as a linear function of prey encounter or by rectangular hyperbola. Most models also describe consumers as eating machines which “live-to-eat,” where growth (μ) is limited by a maximum grazing rate (Gmax). Real consumers can feed much faster than needed to support their maximum growth rate (μmax); with feeding modulated by satiation, they “eat-to-live.” A set of strategic analyses were conducted of these alternative philosophies of prey consumption dynamics and testing of their effects in the StrathE2E end-to-end marine food web and fisheries model. In an experiment where assimilation efficiencies were decreased by 10%, such as might result from a change in temperature or ocean acidity, the different formulation resulted in up to 100% variation in the change in abundances of food web components, especially in the mid-trophic levels. Our analysis points to a need for re-evaluation of some long-accepted principles in consumer-resource modeling.Kevin J. FlynnDouglas C. SpeirsMichael R. HeathAditee MitraFrontiers Media S.A.articleconsumer dynamicsmonod grazinghollingfeeding kineticstrophic dynamicspredator-preyScienceQGeneral. Including nature conservation, geographical distributionQH1-199.5ENFrontiers in Marine Science, Vol 8 (2021)
institution DOAJ
collection DOAJ
language EN
topic consumer dynamics
monod grazing
holling
feeding kinetics
trophic dynamics
predator-prey
Science
Q
General. Including nature conservation, geographical distribution
QH1-199.5
spellingShingle consumer dynamics
monod grazing
holling
feeding kinetics
trophic dynamics
predator-prey
Science
Q
General. Including nature conservation, geographical distribution
QH1-199.5
Kevin J. Flynn
Douglas C. Speirs
Michael R. Heath
Aditee Mitra
Subtle Differences in the Representation of Consumer Dynamics Have Large Effects in Marine Food Web Models
description Projecting ocean biogeochemistry and fisheries resources under climate change requires confidence in simulation models. Core to such models is the description of consumer dynamics relating prey abundance to capture, digestion efficiency and growth rate. Capture is most commonly described as a linear function of prey encounter or by rectangular hyperbola. Most models also describe consumers as eating machines which “live-to-eat,” where growth (μ) is limited by a maximum grazing rate (Gmax). Real consumers can feed much faster than needed to support their maximum growth rate (μmax); with feeding modulated by satiation, they “eat-to-live.” A set of strategic analyses were conducted of these alternative philosophies of prey consumption dynamics and testing of their effects in the StrathE2E end-to-end marine food web and fisheries model. In an experiment where assimilation efficiencies were decreased by 10%, such as might result from a change in temperature or ocean acidity, the different formulation resulted in up to 100% variation in the change in abundances of food web components, especially in the mid-trophic levels. Our analysis points to a need for re-evaluation of some long-accepted principles in consumer-resource modeling.
format article
author Kevin J. Flynn
Douglas C. Speirs
Michael R. Heath
Aditee Mitra
author_facet Kevin J. Flynn
Douglas C. Speirs
Michael R. Heath
Aditee Mitra
author_sort Kevin J. Flynn
title Subtle Differences in the Representation of Consumer Dynamics Have Large Effects in Marine Food Web Models
title_short Subtle Differences in the Representation of Consumer Dynamics Have Large Effects in Marine Food Web Models
title_full Subtle Differences in the Representation of Consumer Dynamics Have Large Effects in Marine Food Web Models
title_fullStr Subtle Differences in the Representation of Consumer Dynamics Have Large Effects in Marine Food Web Models
title_full_unstemmed Subtle Differences in the Representation of Consumer Dynamics Have Large Effects in Marine Food Web Models
title_sort subtle differences in the representation of consumer dynamics have large effects in marine food web models
publisher Frontiers Media S.A.
publishDate 2021
url https://doaj.org/article/52d8689bc8d44101bb1d123cfece6908
work_keys_str_mv AT kevinjflynn subtledifferencesintherepresentationofconsumerdynamicshavelargeeffectsinmarinefoodwebmodels
AT douglascspeirs subtledifferencesintherepresentationofconsumerdynamicshavelargeeffectsinmarinefoodwebmodels
AT michaelrheath subtledifferencesintherepresentationofconsumerdynamicshavelargeeffectsinmarinefoodwebmodels
AT aditeemitra subtledifferencesintherepresentationofconsumerdynamicshavelargeeffectsinmarinefoodwebmodels
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