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: Article in Journal/Newspaper
Language:unknown
Published: Nature Publishing Group 2017
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Online Access:https://researchonline.jcu.edu.au/53133/1/SR-712982%207gill%20shark%20predation%20rates.pdf
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spelling ftjamescook:oai:researchonline.jcu.edu.au:53133 2024-02-11T09:55:57+01:00 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 application/pdf https://researchonline.jcu.edu.au/53133/1/SR-712982%207gill%20shark%20predation%20rates.pdf unknown Nature Publishing Group https://doi.org/10.1038/s41598-017-13388-y https://researchonline.jcu.edu.au/53133/ https://researchonline.jcu.edu.au/53133/1/SR-712982%207gill%20shark%20predation%20rates.pdf Barnett, A., Braccini, M., Dudgeon, C.L., Payne, N.L., Abrantes, K.G., Sheaves, M., and Snelling, E.P. (2017) The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: ecological and fisheries implications. Scientific Reports, 7. 12982. open Article PeerReviewed 2017 ftjamescook https://doi.org/10.1038/s41598-017-13388-y 2024-01-22T23:41:39Z 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. Article in Journal/Newspaper Antarc* antarcticus James Cook University, Australia: ResearchOnline@JCU Scientific Reports 7 1
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collection James Cook University, Australia: ResearchOnline@JCU
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language unknown
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 Article in Journal/Newspaper
author Barnett, A.
Braccini, M.
Dudgeon, C.L.
Payne, N.L.
Abrantes, K.G.
Sheaves, M.
Snelling, E.P.
spellingShingle 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
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
publishDate 2017
url https://researchonline.jcu.edu.au/53133/1/SR-712982%207gill%20shark%20predation%20rates.pdf
genre Antarc*
antarcticus
genre_facet Antarc*
antarcticus
op_relation https://doi.org/10.1038/s41598-017-13388-y
https://researchonline.jcu.edu.au/53133/
https://researchonline.jcu.edu.au/53133/1/SR-712982%207gill%20shark%20predation%20rates.pdf
Barnett, A., Braccini, M., Dudgeon, C.L., Payne, N.L., Abrantes, K.G., Sheaves, M., and Snelling, E.P. (2017) The utility of bioenergetics modelling in quantifying predation rates of marine apex predators: ecological and fisheries implications. Scientific Reports, 7. 12982.
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op_doi https://doi.org/10.1038/s41598-017-13388-y
container_title Scientific Reports
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