Population dynamic regulators in an empirical predator-prey system

Capelin (Mallotus villosus) is a short-lived (1–4 years) fish species, that plays a crucial role by dominating the intermediate trophic level in the Barents Sea. Several episodes of extreme biomass decline (collapse) have been observed during the last three decades. We postulate that these collapses...

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Published in:Journal of Theoretical Biology
Main Authors: Frank, Anna-Simone Josefine, Subbey, S., Kobras, Melanie, Gjøsæter, H.
Format: Article in Journal/Newspaper
Language:English
Published: Elsevier 2021
Subjects:
Online Access:https://hdl.handle.net/11250/2777349
https://doi.org/10.1016/j.jtbi.2021.110814
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spelling ftunivbergen:oai:bora.uib.no:11250/2777349 2023-05-15T15:39:01+02:00 Population dynamic regulators in an empirical predator-prey system Frank, Anna-Simone Josefine Subbey, S. Kobras, Melanie Gjøsæter, H. 2021 application/pdf https://hdl.handle.net/11250/2777349 https://doi.org/10.1016/j.jtbi.2021.110814 eng eng Elsevier urn:issn:0022-5193 https://hdl.handle.net/11250/2777349 https://doi.org/10.1016/j.jtbi.2021.110814 cristin:1922150 Journal of Theoretical Biology. 2021, 527, 110814. Navngivelse 4.0 Internasjonal http://creativecommons.org/licenses/by/4.0/deed.no Copyright 2021 the authors 110814 Journal of Theoretical Biology 527 Journal article Peer reviewed 2021 ftunivbergen https://doi.org/10.1016/j.jtbi.2021.110814 2023-03-14T17:39:32Z Capelin (Mallotus villosus) is a short-lived (1–4 years) fish species, that plays a crucial role by dominating the intermediate trophic level in the Barents Sea. Several episodes of extreme biomass decline (collapse) have been observed during the last three decades. We postulate that these collapses might be regulated by food availability (bottom-up effect) and/or by time discrepancy between capelin feeding and abundance of its prey (match-mismatch hypothesis). This paper investigates our postulate using a model consisting of a set of coupled differential equations to describe the predator-prey system, with a single delay term, T , in description of the predator dynamics. We derive theoretical conditions on T, as well as determine how changes in these conditions define different stability regimes of the system. Unconstrained optimization is used to calculate optimal model parameters by fitting the predator-prey model to empirical data. The optimization results are combined with those from the theoretical analysis, to make inference about the empirical system stability. Our results show that Hopf bifurcation occurs in the predatory-prey system when T exceeds a theoretically derived value T* > 0. This value represents the critical time for prey availability in advance of the optimal predator growth period.Set into an ecological context, our findings provide mathematical evidence for validity of the match-mismatch hypothesis and a bottom-up effect for capelin. publishedVersion Article in Journal/Newspaper Barents Sea University of Bergen: Bergen Open Research Archive (BORA-UiB) Barents Sea Journal of Theoretical Biology 527 110814
institution Open Polar
collection University of Bergen: Bergen Open Research Archive (BORA-UiB)
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language English
description Capelin (Mallotus villosus) is a short-lived (1–4 years) fish species, that plays a crucial role by dominating the intermediate trophic level in the Barents Sea. Several episodes of extreme biomass decline (collapse) have been observed during the last three decades. We postulate that these collapses might be regulated by food availability (bottom-up effect) and/or by time discrepancy between capelin feeding and abundance of its prey (match-mismatch hypothesis). This paper investigates our postulate using a model consisting of a set of coupled differential equations to describe the predator-prey system, with a single delay term, T , in description of the predator dynamics. We derive theoretical conditions on T, as well as determine how changes in these conditions define different stability regimes of the system. Unconstrained optimization is used to calculate optimal model parameters by fitting the predator-prey model to empirical data. The optimization results are combined with those from the theoretical analysis, to make inference about the empirical system stability. Our results show that Hopf bifurcation occurs in the predatory-prey system when T exceeds a theoretically derived value T* > 0. This value represents the critical time for prey availability in advance of the optimal predator growth period.Set into an ecological context, our findings provide mathematical evidence for validity of the match-mismatch hypothesis and a bottom-up effect for capelin. publishedVersion
format Article in Journal/Newspaper
author Frank, Anna-Simone Josefine
Subbey, S.
Kobras, Melanie
Gjøsæter, H.
spellingShingle Frank, Anna-Simone Josefine
Subbey, S.
Kobras, Melanie
Gjøsæter, H.
Population dynamic regulators in an empirical predator-prey system
author_facet Frank, Anna-Simone Josefine
Subbey, S.
Kobras, Melanie
Gjøsæter, H.
author_sort Frank, Anna-Simone Josefine
title Population dynamic regulators in an empirical predator-prey system
title_short Population dynamic regulators in an empirical predator-prey system
title_full Population dynamic regulators in an empirical predator-prey system
title_fullStr Population dynamic regulators in an empirical predator-prey system
title_full_unstemmed Population dynamic regulators in an empirical predator-prey system
title_sort population dynamic regulators in an empirical predator-prey system
publisher Elsevier
publishDate 2021
url https://hdl.handle.net/11250/2777349
https://doi.org/10.1016/j.jtbi.2021.110814
geographic Barents Sea
geographic_facet Barents Sea
genre Barents Sea
genre_facet Barents Sea
op_source 110814
Journal of Theoretical Biology
527
op_relation urn:issn:0022-5193
https://hdl.handle.net/11250/2777349
https://doi.org/10.1016/j.jtbi.2021.110814
cristin:1922150
Journal of Theoretical Biology. 2021, 527, 110814.
op_rights Navngivelse 4.0 Internasjonal
http://creativecommons.org/licenses/by/4.0/deed.no
Copyright 2021 the authors
op_doi https://doi.org/10.1016/j.jtbi.2021.110814
container_title Journal of Theoretical Biology
container_volume 527
container_start_page 110814
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