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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Main Authors: FL Mbatha, D Yemane, M Ostrowski, CL Moloney, MR Lipiński
Format: Text
Language:unknown
Published: Taylor & Francis 2019
Subjects:
Gam
Online Access:https://dx.doi.org/10.6084/m9.figshare.11400168.v1
https://tandf.figshare.com/articles/Oxygen_and_temperature_influence_the_distribution_of_deepwater_Cape_hake_i_Merluccius_paradoxus_i_in_the_southern_Benguela_a_GAM_analysis_of_a_10-year_time-series/11400168/1
id ftdatacite:10.6084/m9.figshare.11400168.v1
record_format openpolar
spelling ftdatacite:10.6084/m9.figshare.11400168.v1 2023-05-15T16:18:27+02:00 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 FL Mbatha D Yemane M Ostrowski CL Moloney MR Lipiński 2019 https://dx.doi.org/10.6084/m9.figshare.11400168.v1 https://tandf.figshare.com/articles/Oxygen_and_temperature_influence_the_distribution_of_deepwater_Cape_hake_i_Merluccius_paradoxus_i_in_the_southern_Benguela_a_GAM_analysis_of_a_10-year_time-series/11400168/1 unknown Taylor & Francis https://dx.doi.org/10.2989/1814232x.2019.1688681 https://dx.doi.org/10.6084/m9.figshare.11400168 Creative Commons Attribution 4.0 International https://creativecommons.org/licenses/by/4.0/legalcode cc-by-4.0 CC-BY Medicine 59999 Environmental Sciences not elsewhere classified FOS Earth and related environmental sciences Ecology FOS Biological sciences Sociology FOS Sociology 69999 Biological Sciences not elsewhere classified Inorganic Chemistry FOS Chemical sciences Plant Biology Text article-journal Journal contribution ScholarlyArticle 2019 ftdatacite https://doi.org/10.6084/m9.figshare.11400168.v1 https://doi.org/10.2989/1814232x.2019.1688681 https://doi.org/10.6084/m9.figshare.11400168 2021-11-05T12:55:41Z 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. Text Fridtjof Nansen DataCite Metadata Store (German National Library of Science and Technology) Fridtjof ENVELOPE(-56.717,-56.717,-63.567,-63.567) Gam ENVELOPE(-57.955,-57.955,-61.923,-61.923) Hake ENVELOPE(15.612,15.612,66.797,66.797)
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language unknown
topic Medicine
59999 Environmental Sciences not elsewhere classified
FOS Earth and related environmental sciences
Ecology
FOS Biological sciences
Sociology
FOS Sociology
69999 Biological Sciences not elsewhere classified
Inorganic Chemistry
FOS Chemical sciences
Plant Biology
spellingShingle Medicine
59999 Environmental Sciences not elsewhere classified
FOS Earth and related environmental sciences
Ecology
FOS Biological sciences
Sociology
FOS Sociology
69999 Biological Sciences not elsewhere classified
Inorganic Chemistry
FOS Chemical sciences
Plant Biology
FL Mbatha
D Yemane
M Ostrowski
CL Moloney
MR Lipiński
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
topic_facet Medicine
59999 Environmental Sciences not elsewhere classified
FOS Earth and related environmental sciences
Ecology
FOS Biological sciences
Sociology
FOS Sociology
69999 Biological Sciences not elsewhere classified
Inorganic Chemistry
FOS Chemical sciences
Plant Biology
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.
format Text
author FL Mbatha
D Yemane
M Ostrowski
CL Moloney
MR Lipiński
author_facet FL Mbatha
D Yemane
M Ostrowski
CL Moloney
MR Lipiński
author_sort FL Mbatha
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
publisher Taylor & Francis
publishDate 2019
url https://dx.doi.org/10.6084/m9.figshare.11400168.v1
https://tandf.figshare.com/articles/Oxygen_and_temperature_influence_the_distribution_of_deepwater_Cape_hake_i_Merluccius_paradoxus_i_in_the_southern_Benguela_a_GAM_analysis_of_a_10-year_time-series/11400168/1
long_lat ENVELOPE(-56.717,-56.717,-63.567,-63.567)
ENVELOPE(-57.955,-57.955,-61.923,-61.923)
ENVELOPE(15.612,15.612,66.797,66.797)
geographic Fridtjof
Gam
Hake
geographic_facet Fridtjof
Gam
Hake
genre Fridtjof Nansen
genre_facet Fridtjof Nansen
op_relation https://dx.doi.org/10.2989/1814232x.2019.1688681
https://dx.doi.org/10.6084/m9.figshare.11400168
op_rights Creative Commons Attribution 4.0 International
https://creativecommons.org/licenses/by/4.0/legalcode
cc-by-4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.6084/m9.figshare.11400168.v1
https://doi.org/10.2989/1814232x.2019.1688681
https://doi.org/10.6084/m9.figshare.11400168
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