Modelling southern elephant seals Mirounga leonina using an individual-based model coupled with a dynamic energy budget.

Higher trophic-level species are an integral component of any marine ecosystem. Despite their importance, methods for representing these species in end-to-end ecosystem models often have limited representation of life histories, energetics and behaviour. We built an individual-based model coupled wi...

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Published in:PLOS ONE
Main Authors: Merel Goedegebuure, Jessica Melbourne-Thomas, Stuart P Corney, Clive R McMahon, Mark A Hindell
Format: Article in Journal/Newspaper
Language:English
Published: Public Library of Science (PLoS) 2018
Subjects:
R
Q
Online Access:https://doi.org/10.1371/journal.pone.0194950
https://doaj.org/article/3037da837203493b9cc346e3f7a065f3
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spelling ftdoajarticles:oai:doaj.org/article:3037da837203493b9cc346e3f7a065f3 2023-05-15T16:05:34+02:00 Modelling southern elephant seals Mirounga leonina using an individual-based model coupled with a dynamic energy budget. Merel Goedegebuure Jessica Melbourne-Thomas Stuart P Corney Clive R McMahon Mark A Hindell 2018-01-01T00:00:00Z https://doi.org/10.1371/journal.pone.0194950 https://doaj.org/article/3037da837203493b9cc346e3f7a065f3 EN eng Public Library of Science (PLoS) http://europepmc.org/articles/PMC5875804?pdf=render https://doaj.org/toc/1932-6203 1932-6203 doi:10.1371/journal.pone.0194950 https://doaj.org/article/3037da837203493b9cc346e3f7a065f3 PLoS ONE, Vol 13, Iss 3, p e0194950 (2018) Medicine R Science Q article 2018 ftdoajarticles https://doi.org/10.1371/journal.pone.0194950 2022-12-31T12:41:13Z Higher trophic-level species are an integral component of any marine ecosystem. Despite their importance, methods for representing these species in end-to-end ecosystem models often have limited representation of life histories, energetics and behaviour. We built an individual-based model coupled with a dynamic energy budget for female southern elephant seals Mirounga leonina to demonstrate a method for detailed representation of marine mammals. We aimed to develop a model which could i) simulate energy use and life histories, as well as breeding traits of southern elephant seals in an emergent manner, ii) project a stable population over time, and iii) have realistic population dynamics and structure based on emergent life history features (such as age at first breeding, lifespan, fecundity and (yearling) survival). We evaluated the model's ability to represent a stable population over long time periods (>10 generations), including the sensitivity of the emergent properties to variations in key parameters. Analyses indicated that the model is sensitive to changes in resource availability and energy requirements for the transition from pup to juvenile, and juvenile to adult stage. This was particularly the case for breeding success and yearling survival. This model is suitable for use as a standalone tool for investigating the impacts of changes to behaviour and population responses of southern elephant seals. Article in Journal/Newspaper Elephant Seals Mirounga leonina Southern Elephant Seals Directory of Open Access Journals: DOAJ Articles PLOS ONE 13 3 e0194950
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Medicine
R
Science
Q
spellingShingle Medicine
R
Science
Q
Merel Goedegebuure
Jessica Melbourne-Thomas
Stuart P Corney
Clive R McMahon
Mark A Hindell
Modelling southern elephant seals Mirounga leonina using an individual-based model coupled with a dynamic energy budget.
topic_facet Medicine
R
Science
Q
description Higher trophic-level species are an integral component of any marine ecosystem. Despite their importance, methods for representing these species in end-to-end ecosystem models often have limited representation of life histories, energetics and behaviour. We built an individual-based model coupled with a dynamic energy budget for female southern elephant seals Mirounga leonina to demonstrate a method for detailed representation of marine mammals. We aimed to develop a model which could i) simulate energy use and life histories, as well as breeding traits of southern elephant seals in an emergent manner, ii) project a stable population over time, and iii) have realistic population dynamics and structure based on emergent life history features (such as age at first breeding, lifespan, fecundity and (yearling) survival). We evaluated the model's ability to represent a stable population over long time periods (>10 generations), including the sensitivity of the emergent properties to variations in key parameters. Analyses indicated that the model is sensitive to changes in resource availability and energy requirements for the transition from pup to juvenile, and juvenile to adult stage. This was particularly the case for breeding success and yearling survival. This model is suitable for use as a standalone tool for investigating the impacts of changes to behaviour and population responses of southern elephant seals.
format Article in Journal/Newspaper
author Merel Goedegebuure
Jessica Melbourne-Thomas
Stuart P Corney
Clive R McMahon
Mark A Hindell
author_facet Merel Goedegebuure
Jessica Melbourne-Thomas
Stuart P Corney
Clive R McMahon
Mark A Hindell
author_sort Merel Goedegebuure
title Modelling southern elephant seals Mirounga leonina using an individual-based model coupled with a dynamic energy budget.
title_short Modelling southern elephant seals Mirounga leonina using an individual-based model coupled with a dynamic energy budget.
title_full Modelling southern elephant seals Mirounga leonina using an individual-based model coupled with a dynamic energy budget.
title_fullStr Modelling southern elephant seals Mirounga leonina using an individual-based model coupled with a dynamic energy budget.
title_full_unstemmed Modelling southern elephant seals Mirounga leonina using an individual-based model coupled with a dynamic energy budget.
title_sort modelling southern elephant seals mirounga leonina using an individual-based model coupled with a dynamic energy budget.
publisher Public Library of Science (PLoS)
publishDate 2018
url https://doi.org/10.1371/journal.pone.0194950
https://doaj.org/article/3037da837203493b9cc346e3f7a065f3
genre Elephant Seals
Mirounga leonina
Southern Elephant Seals
genre_facet Elephant Seals
Mirounga leonina
Southern Elephant Seals
op_source PLoS ONE, Vol 13, Iss 3, p e0194950 (2018)
op_relation http://europepmc.org/articles/PMC5875804?pdf=render
https://doaj.org/toc/1932-6203
1932-6203
doi:10.1371/journal.pone.0194950
https://doaj.org/article/3037da837203493b9cc346e3f7a065f3
op_doi https://doi.org/10.1371/journal.pone.0194950
container_title PLOS ONE
container_volume 13
container_issue 3
container_start_page e0194950
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