Quantitative fatty acid signature analysis on New Zealand sea lions: model sensitivity and diet estimates

We used quantitative fatty acid signature analysis (QFASA) to predict the long-term diet of New Zealand (NZ) sea lions ( Phocarctos hookeri ) incidentally caught in the NZ arrow squid ( Nototodarus spp.) fishery. The QFASA model used fatty acid (FA) profiles based on 82 blubber samples of NZ sea lio...

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Published in:Journal of Mammalogy
Main Authors: Meynier, Laureline, Morel, Patrick C. H., Chilvers, B. Louise, Mackenzie, Duncan D. S., Duignan, Pádraig J.
Format: Text
Language:English
Published: Oxford University Press 2010
Subjects:
Online Access:http://jmammal.oxfordjournals.org/cgi/content/short/91/6/1484
https://doi.org/10.1644/09-MAMM-A-299.1
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spelling fthighwire:oai:open-archive.highwire.org:jmammal:91/6/1484 2023-05-15T15:33:42+02:00 Quantitative fatty acid signature analysis on New Zealand sea lions: model sensitivity and diet estimates Meynier, Laureline Morel, Patrick C. H. Chilvers, B. Louise Mackenzie, Duncan D. S. Duignan, Pádraig J. 2010-12-16 00:00:00.0 text/html http://jmammal.oxfordjournals.org/cgi/content/short/91/6/1484 https://doi.org/10.1644/09-MAMM-A-299.1 en eng Oxford University Press http://jmammal.oxfordjournals.org/cgi/content/short/91/6/1484 http://dx.doi.org/10.1644/09-MAMM-A-299.1 Copyright (C) 2010, Oxford University Press Feature Articles TEXT 2010 fthighwire https://doi.org/10.1644/09-MAMM-A-299.1 2015-02-28T17:52:03Z We used quantitative fatty acid signature analysis (QFASA) to predict the long-term diet of New Zealand (NZ) sea lions ( Phocarctos hookeri ) incidentally caught in the NZ arrow squid ( Nototodarus spp.) fishery. The QFASA model used fatty acid (FA) profiles based on 82 blubber samples of NZ sea lions bycaught between 2000 and 2006. First, the model was optimized by a series of simulations for which 1 model parameter—6 different sets of calibration coefficients (CCs) from different pinniped species and feeding regime, 2 sets of FAs, and the consideration of individual prey values, or mean prey values—varied each time. The best-fit parameters were those giving the lowest Kullback-Liebler distance values. Second, these parameters were used in a model to estimate the diet of NZ sea lions. QFASA was highly sensitive to the set of CCs applied. Across years the most important prey estimated with the best-fit CCs were southern arrow squid ( Nototodarus sloani , 18–28% mass), hoki ( Macruronus novaezelandiae , 10–27% mass), rattails (Macrouridae, 7–27% mass), and possibly scampi ( Metanephrops challengeri , 1–19% mass). Despite the uncertainty on the accuracy of the match between the best-fit CCs used and the true FA metabolism of NZ sea lions, the variation of prey estimated among years was highly consistent with the trends of commercial catches during the same period, providing some confidence in the present QFASA predictions. The most important estimated prey were demersal species living mainly at depths >200 m that NZ sea lions encounter on the slopes of the Auckland Islands shelf. Our study emphasized the importance of these areas for bycaught NZ sea lions over the 1st half of the lactation period. Text Auckland Islands HighWire Press (Stanford University) New Zealand Auckland Islands Shelf ENVELOPE(166.130,166.130,-49.807,-49.807) Journal of Mammalogy 91 6 1484 1495
institution Open Polar
collection HighWire Press (Stanford University)
op_collection_id fthighwire
language English
topic Feature Articles
spellingShingle Feature Articles
Meynier, Laureline
Morel, Patrick C. H.
Chilvers, B. Louise
Mackenzie, Duncan D. S.
Duignan, Pádraig J.
Quantitative fatty acid signature analysis on New Zealand sea lions: model sensitivity and diet estimates
topic_facet Feature Articles
description We used quantitative fatty acid signature analysis (QFASA) to predict the long-term diet of New Zealand (NZ) sea lions ( Phocarctos hookeri ) incidentally caught in the NZ arrow squid ( Nototodarus spp.) fishery. The QFASA model used fatty acid (FA) profiles based on 82 blubber samples of NZ sea lions bycaught between 2000 and 2006. First, the model was optimized by a series of simulations for which 1 model parameter—6 different sets of calibration coefficients (CCs) from different pinniped species and feeding regime, 2 sets of FAs, and the consideration of individual prey values, or mean prey values—varied each time. The best-fit parameters were those giving the lowest Kullback-Liebler distance values. Second, these parameters were used in a model to estimate the diet of NZ sea lions. QFASA was highly sensitive to the set of CCs applied. Across years the most important prey estimated with the best-fit CCs were southern arrow squid ( Nototodarus sloani , 18–28% mass), hoki ( Macruronus novaezelandiae , 10–27% mass), rattails (Macrouridae, 7–27% mass), and possibly scampi ( Metanephrops challengeri , 1–19% mass). Despite the uncertainty on the accuracy of the match between the best-fit CCs used and the true FA metabolism of NZ sea lions, the variation of prey estimated among years was highly consistent with the trends of commercial catches during the same period, providing some confidence in the present QFASA predictions. The most important estimated prey were demersal species living mainly at depths >200 m that NZ sea lions encounter on the slopes of the Auckland Islands shelf. Our study emphasized the importance of these areas for bycaught NZ sea lions over the 1st half of the lactation period.
format Text
author Meynier, Laureline
Morel, Patrick C. H.
Chilvers, B. Louise
Mackenzie, Duncan D. S.
Duignan, Pádraig J.
author_facet Meynier, Laureline
Morel, Patrick C. H.
Chilvers, B. Louise
Mackenzie, Duncan D. S.
Duignan, Pádraig J.
author_sort Meynier, Laureline
title Quantitative fatty acid signature analysis on New Zealand sea lions: model sensitivity and diet estimates
title_short Quantitative fatty acid signature analysis on New Zealand sea lions: model sensitivity and diet estimates
title_full Quantitative fatty acid signature analysis on New Zealand sea lions: model sensitivity and diet estimates
title_fullStr Quantitative fatty acid signature analysis on New Zealand sea lions: model sensitivity and diet estimates
title_full_unstemmed Quantitative fatty acid signature analysis on New Zealand sea lions: model sensitivity and diet estimates
title_sort quantitative fatty acid signature analysis on new zealand sea lions: model sensitivity and diet estimates
publisher Oxford University Press
publishDate 2010
url http://jmammal.oxfordjournals.org/cgi/content/short/91/6/1484
https://doi.org/10.1644/09-MAMM-A-299.1
long_lat ENVELOPE(166.130,166.130,-49.807,-49.807)
geographic New Zealand
Auckland Islands Shelf
geographic_facet New Zealand
Auckland Islands Shelf
genre Auckland Islands
genre_facet Auckland Islands
op_relation http://jmammal.oxfordjournals.org/cgi/content/short/91/6/1484
http://dx.doi.org/10.1644/09-MAMM-A-299.1
op_rights Copyright (C) 2010, Oxford University Press
op_doi https://doi.org/10.1644/09-MAMM-A-299.1
container_title Journal of Mammalogy
container_volume 91
container_issue 6
container_start_page 1484
op_container_end_page 1495
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