Oxygen and temperature influence the distribution of deepwater Cape hake Merluccius paradoxus in the southern Benguela: a GAM analysis of a 10-year time-series

Generalised additive models (GAMs) were applied to survey data to assess the influence of dissolved oxygen, water temperature and year of sampling upon the presence/absence of small (≤15 cm TL), medium (16–34 cm TL) and large (≥35 cm TL) size classes of deepwater Cape hake Merluccius paradoxus captu...

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Published in:African Journal of Marine Science
Main Authors: Mbatha, FL, Yemane, D, Ostrowski, Marek, Moloney, Coleen L, Lipinski, MR
Format: Article in Journal/Newspaper
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/11250/2639967
https://doi.org/10.2989/1814232X.2019.1688681
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spelling ftimr:oai:imr.brage.unit.no:11250/2639967 2024-09-15T18:07:10+00:00 Oxygen and temperature influence the distribution of deepwater Cape hake Merluccius paradoxus in the southern Benguela: a GAM analysis of a 10-year time-series Mbatha, FL Yemane, D Ostrowski, Marek Moloney, Coleen L Lipinski, MR 2019 application/pdf http://hdl.handle.net/11250/2639967 https://doi.org/10.2989/1814232X.2019.1688681 eng eng African Journal of Marine Science. 2019, 41 (4), 413-427. urn:issn:1814-232X http://hdl.handle.net/11250/2639967 https://doi.org/10.2989/1814232X.2019.1688681 cristin:1789702 413-427 41 African Journal of Marine Science 4 Journal article Peer reviewed 2019 ftimr https://doi.org/10.2989/1814232X.2019.1688681 2024-07-31T03:37:25Z Generalised additive models (GAMs) were applied to survey data to assess the influence of dissolved oxygen, water temperature and year of sampling upon the presence/absence of small (≤15 cm TL), medium (16–34 cm TL) and large (≥35 cm TL) size classes of deepwater Cape hake Merluccius paradoxus captured off the west coast of South Africa. Data were obtained from surveys using the RV Dr Fridtjof Nansen conducted in 2003 and from 2005 to 2013 during summer (January–February). Among the variables investigated, oxygen was the most important for the small size class (juveniles), with both low and high constraints (two-sided, ‘just right’ option), whereas for the medium and large size classes the oxygen effects were one-sided (avoiding lows). This finding, in combination with other published information, suggests that the Orange Banks is a nursery ground for juvenile M. paradoxus and that the area covered by this nursery ground can vary with the optimal oxygen concentration. The temperature constraint was generally wider and weaker than that for oxygen, being two-sided for the small and medium hake and one-sided (avoiding highs) for the large hake. The medium hake displayed the greatest tolerance to the investigated variables, which resulted in the widest distribution for this size class. Temperature, oxygen and sampling year play an important role in determining the distribution of M. paradoxus, but details of the biology (life cycle) of the species, such as its pelagic–demersal transition and associated movements, are no less important. publishedVersion Article in Journal/Newspaper Fridtjof Nansen Institute for Marine Research: Brage IMR African Journal of Marine Science 41 4 413 427
institution Open Polar
collection Institute for Marine Research: Brage IMR
op_collection_id ftimr
language English
description Generalised additive models (GAMs) were applied to survey data to assess the influence of dissolved oxygen, water temperature and year of sampling upon the presence/absence of small (≤15 cm TL), medium (16–34 cm TL) and large (≥35 cm TL) size classes of deepwater Cape hake Merluccius paradoxus captured off the west coast of South Africa. Data were obtained from surveys using the RV Dr Fridtjof Nansen conducted in 2003 and from 2005 to 2013 during summer (January–February). Among the variables investigated, oxygen was the most important for the small size class (juveniles), with both low and high constraints (two-sided, ‘just right’ option), whereas for the medium and large size classes the oxygen effects were one-sided (avoiding lows). This finding, in combination with other published information, suggests that the Orange Banks is a nursery ground for juvenile M. paradoxus and that the area covered by this nursery ground can vary with the optimal oxygen concentration. The temperature constraint was generally wider and weaker than that for oxygen, being two-sided for the small and medium hake and one-sided (avoiding highs) for the large hake. The medium hake displayed the greatest tolerance to the investigated variables, which resulted in the widest distribution for this size class. Temperature, oxygen and sampling year play an important role in determining the distribution of M. paradoxus, but details of the biology (life cycle) of the species, such as its pelagic–demersal transition and associated movements, are no less important. publishedVersion
format Article in Journal/Newspaper
author Mbatha, FL
Yemane, D
Ostrowski, Marek
Moloney, Coleen L
Lipinski, MR
spellingShingle Mbatha, FL
Yemane, D
Ostrowski, Marek
Moloney, Coleen L
Lipinski, MR
Oxygen and temperature influence the distribution of deepwater Cape hake Merluccius paradoxus in the southern Benguela: a GAM analysis of a 10-year time-series
author_facet Mbatha, FL
Yemane, D
Ostrowski, Marek
Moloney, Coleen L
Lipinski, MR
author_sort Mbatha, FL
title Oxygen and temperature influence the distribution of deepwater Cape hake Merluccius paradoxus in the southern Benguela: a GAM analysis of a 10-year time-series
title_short Oxygen and temperature influence the distribution of deepwater Cape hake Merluccius paradoxus in the southern Benguela: a GAM analysis of a 10-year time-series
title_full Oxygen and temperature influence the distribution of deepwater Cape hake Merluccius paradoxus in the southern Benguela: a GAM analysis of a 10-year time-series
title_fullStr Oxygen and temperature influence the distribution of deepwater Cape hake Merluccius paradoxus in the southern Benguela: a GAM analysis of a 10-year time-series
title_full_unstemmed Oxygen and temperature influence the distribution of deepwater Cape hake Merluccius paradoxus in the southern Benguela: a GAM analysis of a 10-year time-series
title_sort oxygen and temperature influence the distribution of deepwater cape hake merluccius paradoxus in the southern benguela: a gam analysis of a 10-year time-series
publishDate 2019
url http://hdl.handle.net/11250/2639967
https://doi.org/10.2989/1814232X.2019.1688681
genre Fridtjof Nansen
genre_facet Fridtjof Nansen
op_source 413-427
41
African Journal of Marine Science
4
op_relation African Journal of Marine Science. 2019, 41 (4), 413-427.
urn:issn:1814-232X
http://hdl.handle.net/11250/2639967
https://doi.org/10.2989/1814232X.2019.1688681
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op_doi https://doi.org/10.2989/1814232X.2019.1688681
container_title African Journal of Marine Science
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