The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: Ecological and fisheries implications

Predators play a crucial role in the structure and function of ecosystems. However, the magnitude of this role is often unclear, particularly for large marine predators, as predation rates are difficult to measure directly. If relevant biotic and abiotic parameters can be obtained, then bioenergetic...

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Published in:Scientific Reports
Main Authors: Barnett, A., Braccini, M., Dudgeon, C. L., Payne, N. L., Abrantes, K. G., Sheaves, M., Snelling, E. P.
Format: Text
Language:English
Published: Nature Publishing Group UK 2017
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Online Access:http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5636836/
http://www.ncbi.nlm.nih.gov/pubmed/29021551
https://doi.org/10.1038/s41598-017-13388-y
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spelling ftpubmed:oai:pubmedcentral.nih.gov:5636836 2023-05-15T13:50:46+02:00 The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: Ecological and fisheries implications Barnett, A. Braccini, M. Dudgeon, C. L. Payne, N. L. Abrantes, K. G. Sheaves, M. Snelling, E. P. 2017-10-11 http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5636836/ http://www.ncbi.nlm.nih.gov/pubmed/29021551 https://doi.org/10.1038/s41598-017-13388-y en eng Nature Publishing Group UK http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5636836/ http://www.ncbi.nlm.nih.gov/pubmed/29021551 http://dx.doi.org/10.1038/s41598-017-13388-y © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. CC-BY Article Text 2017 ftpubmed https://doi.org/10.1038/s41598-017-13388-y 2017-10-22T00:11:06Z Predators play a crucial role in the structure and function of ecosystems. However, the magnitude of this role is often unclear, particularly for large marine predators, as predation rates are difficult to measure directly. If relevant biotic and abiotic parameters can be obtained, then bioenergetics modelling offers an alternative approach to estimating predation rates, and can provide new insights into ecological processes. We integrate demographic and ecological data for a marine apex predator, the broadnose sevengill shark Notorynchus cepedianus, with energetics data from the literature, to construct a bioenergetics model to quantify predation rates on key fisheries species in Norfolk Bay, Australia. We account for the uncertainty in model parameters by incorporating parameter confidence through Monte Carlo simulations and running alternative variants of the model. Model and parameter variants provide alternative estimates of predation rates. Our simplest model estimates that ca. 1130 ± 137 N. cepedianus individuals consume 11,379 (95% CI: 11,111–11,648) gummy sharks Mustelus antarcticus (~21 tonnes) over a 36-week period in Norfolk Bay, which represents a considerable contribution to total predation mortality on this key fishery species. This study demonstrates how the integration of ecology and fisheries science can provide information for ecosystem and fisheries management. Text Antarc* antarcticus PubMed Central (PMC) Scientific Reports 7 1
institution Open Polar
collection PubMed Central (PMC)
op_collection_id ftpubmed
language English
topic Article
spellingShingle Article
Barnett, A.
Braccini, M.
Dudgeon, C. L.
Payne, N. L.
Abrantes, K. G.
Sheaves, M.
Snelling, E. P.
The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: Ecological and fisheries implications
topic_facet Article
description Predators play a crucial role in the structure and function of ecosystems. However, the magnitude of this role is often unclear, particularly for large marine predators, as predation rates are difficult to measure directly. If relevant biotic and abiotic parameters can be obtained, then bioenergetics modelling offers an alternative approach to estimating predation rates, and can provide new insights into ecological processes. We integrate demographic and ecological data for a marine apex predator, the broadnose sevengill shark Notorynchus cepedianus, with energetics data from the literature, to construct a bioenergetics model to quantify predation rates on key fisheries species in Norfolk Bay, Australia. We account for the uncertainty in model parameters by incorporating parameter confidence through Monte Carlo simulations and running alternative variants of the model. Model and parameter variants provide alternative estimates of predation rates. Our simplest model estimates that ca. 1130 ± 137 N. cepedianus individuals consume 11,379 (95% CI: 11,111–11,648) gummy sharks Mustelus antarcticus (~21 tonnes) over a 36-week period in Norfolk Bay, which represents a considerable contribution to total predation mortality on this key fishery species. This study demonstrates how the integration of ecology and fisheries science can provide information for ecosystem and fisheries management.
format Text
author Barnett, A.
Braccini, M.
Dudgeon, C. L.
Payne, N. L.
Abrantes, K. G.
Sheaves, M.
Snelling, E. P.
author_facet Barnett, A.
Braccini, M.
Dudgeon, C. L.
Payne, N. L.
Abrantes, K. G.
Sheaves, M.
Snelling, E. P.
author_sort Barnett, A.
title The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: Ecological and fisheries implications
title_short The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: Ecological and fisheries implications
title_full The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: Ecological and fisheries implications
title_fullStr The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: Ecological and fisheries implications
title_full_unstemmed The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: Ecological and fisheries implications
title_sort utility of bioenergetics modelling in quantifying predation rates of marine apex predators: ecological and fisheries implications
publisher Nature Publishing Group UK
publishDate 2017
url http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5636836/
http://www.ncbi.nlm.nih.gov/pubmed/29021551
https://doi.org/10.1038/s41598-017-13388-y
genre Antarc*
antarcticus
genre_facet Antarc*
antarcticus
op_relation http://www.ncbi.nlm.nih.gov/pmc/articles/PMC5636836/
http://www.ncbi.nlm.nih.gov/pubmed/29021551
http://dx.doi.org/10.1038/s41598-017-13388-y
op_rights © The Author(s) 2017
Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
op_rightsnorm CC-BY
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