Temporal dynamics in zooplankton δ13C and δ15N isoscapes for the North Atlantic Ocean: Decadal cycles, seasonality, and implications for predator ecology

International audience The limited amount of ecological data covering offshore parts of the ocean impedes our ability to understand and anticipate the impact of anthropogenic stressors on pelagic marine ecosystems. Isoscapes, i.e., spatial models of the distribution of stable isotope ratios, have be...

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Published in:Frontiers in Ecology and Evolution
Main Authors: Espinasse, Boris, Sturbois, Anthony, Basedow, Sünnje, Hélaouët, Pierre, Johns, David, Newton, Jason, Trueman, Clive
Other Authors: Department of Arctic and Marine Biology, The Arctic University of Norway Tromsø, Norway (UiT), Laboratoire des Sciences de l'Environnement Marin (LEMAR) (LEMAR), Institut de Recherche pour le Développement (IRD)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Université de Brest (UBO)-Institut Universitaire Européen de la Mer (IUEM), Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS), VivArmor Nature, University of Tromsø (UiT), Marine Biological Association, Scottish Universities Environmental Research Centre (SUERC), University of Glasgow-University of Edinburgh (Edin.), National Environmental Isotope Facility (NEIF), University of Southampton, The UK Natural Environment Research Council, Atlantic Sector Science
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2022
Subjects:
Online Access:https://hal.univ-brest.fr/hal-04053872
https://hal.univ-brest.fr/hal-04053872/document
https://hal.univ-brest.fr/hal-04053872/file/fevo-10-986082.pdf
https://doi.org/10.3389/fevo.2022.986082
id ftinsu:oai:HAL:hal-04053872v1
record_format openpolar
institution Open Polar
collection Institut national des sciences de l'Univers: HAL-INSU
op_collection_id ftinsu
language English
topic feeding ground
Bayesian spatial modelling
migration pathways
trophic baseline
ecoregion
[SDV.EE]Life Sciences [q-bio]/Ecology
environment
spellingShingle feeding ground
Bayesian spatial modelling
migration pathways
trophic baseline
ecoregion
[SDV.EE]Life Sciences [q-bio]/Ecology
environment
Espinasse, Boris
Sturbois, Anthony
Basedow, Sünnje
Hélaouët, Pierre
Johns, David
Newton, Jason
Trueman, Clive
Temporal dynamics in zooplankton δ13C and δ15N isoscapes for the North Atlantic Ocean: Decadal cycles, seasonality, and implications for predator ecology
topic_facet feeding ground
Bayesian spatial modelling
migration pathways
trophic baseline
ecoregion
[SDV.EE]Life Sciences [q-bio]/Ecology
environment
description International audience The limited amount of ecological data covering offshore parts of the ocean impedes our ability to understand and anticipate the impact of anthropogenic stressors on pelagic marine ecosystems. Isoscapes, i.e., spatial models of the distribution of stable isotope ratios, have been employed in the recent years to investigate spatio-temporal patterns in biogeochemical process and ecological responses. Development of isoscapes on the scale of ocean basins is hampered by access to suitable reference samples. Here we draw on archived material from long-running plankton survey initiatives, to build temporally explicit isoscape models for the North Atlantic Ocean (> 40°N). A total of 570 zooplankton samples were retrieved from Continuous Plankton Recorder archives and analysed for δ 13 C and δ 15 N values. Bayesian generalised additive models were developed to (1) model the relations between isotopic values and a set of predictors and (2) predict isotopic values for the whole of the study area. We produced yearly and seasonal isoscape models for the period 1998–2020. These are the first observation-based time-resolved C and N isoscapes developed at the scale of the North Atlantic Ocean. Drawing on the Stable Isotope Trajectory Analysis framework, we identify five isotopically distinct regions. We discuss the hydro-biogeochemical processes that likely explain theses modes, the differences in temporal dynamics (stability and cycles) and compare our results with previous bioregionalization efforts. Finally, we lay down the basis for using the isoscapes as a tool to define predator distributions and their interactions with the trophic environment. The isoscapes developed in this study have the potential to update our knowledge of marine predator ecology and therefore our capacity to improve their conservation in the future.
author2 Department of Arctic and Marine Biology
The Arctic University of Norway Tromsø, Norway (UiT)
Laboratoire des Sciences de l'Environnement Marin (LEMAR) (LEMAR)
Institut de Recherche pour le Développement (IRD)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Université de Brest (UBO)-Institut Universitaire Européen de la Mer (IUEM)
Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS)
VivArmor Nature
University of Tromsø (UiT)
Marine Biological Association
Scottish Universities Environmental Research Centre (SUERC)
University of Glasgow-University of Edinburgh (Edin.)
National Environmental Isotope Facility (NEIF)
University of Southampton
The UK Natural Environment Research Council
Atlantic Sector Science
format Article in Journal/Newspaper
author Espinasse, Boris
Sturbois, Anthony
Basedow, Sünnje
Hélaouët, Pierre
Johns, David
Newton, Jason
Trueman, Clive
author_facet Espinasse, Boris
Sturbois, Anthony
Basedow, Sünnje
Hélaouët, Pierre
Johns, David
Newton, Jason
Trueman, Clive
author_sort Espinasse, Boris
title Temporal dynamics in zooplankton δ13C and δ15N isoscapes for the North Atlantic Ocean: Decadal cycles, seasonality, and implications for predator ecology
title_short Temporal dynamics in zooplankton δ13C and δ15N isoscapes for the North Atlantic Ocean: Decadal cycles, seasonality, and implications for predator ecology
title_full Temporal dynamics in zooplankton δ13C and δ15N isoscapes for the North Atlantic Ocean: Decadal cycles, seasonality, and implications for predator ecology
title_fullStr Temporal dynamics in zooplankton δ13C and δ15N isoscapes for the North Atlantic Ocean: Decadal cycles, seasonality, and implications for predator ecology
title_full_unstemmed Temporal dynamics in zooplankton δ13C and δ15N isoscapes for the North Atlantic Ocean: Decadal cycles, seasonality, and implications for predator ecology
title_sort temporal dynamics in zooplankton δ13c and δ15n isoscapes for the north atlantic ocean: decadal cycles, seasonality, and implications for predator ecology
publisher HAL CCSD
publishDate 2022
url https://hal.univ-brest.fr/hal-04053872
https://hal.univ-brest.fr/hal-04053872/document
https://hal.univ-brest.fr/hal-04053872/file/fevo-10-986082.pdf
https://doi.org/10.3389/fevo.2022.986082
genre North Atlantic
genre_facet North Atlantic
op_source ISSN: 2296-701X
Frontiers in Ecology and Evolution
https://hal.univ-brest.fr/hal-04053872
Frontiers in Ecology and Evolution, 2022, 10, pp.986082. ⟨10.3389/fevo.2022.986082⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.3389/fevo.2022.986082
hal-04053872
https://hal.univ-brest.fr/hal-04053872
https://hal.univ-brest.fr/hal-04053872/document
https://hal.univ-brest.fr/hal-04053872/file/fevo-10-986082.pdf
doi:10.3389/fevo.2022.986082
op_rights info:eu-repo/semantics/OpenAccess
op_doi https://doi.org/10.3389/fevo.2022.986082
container_title Frontiers in Ecology and Evolution
container_volume 10
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spelling ftinsu:oai:HAL:hal-04053872v1 2024-04-14T08:15:36+00:00 Temporal dynamics in zooplankton δ13C and δ15N isoscapes for the North Atlantic Ocean: Decadal cycles, seasonality, and implications for predator ecology Espinasse, Boris Sturbois, Anthony Basedow, Sünnje Hélaouët, Pierre Johns, David Newton, Jason Trueman, Clive Department of Arctic and Marine Biology The Arctic University of Norway Tromsø, Norway (UiT) Laboratoire des Sciences de l'Environnement Marin (LEMAR) (LEMAR) Institut de Recherche pour le Développement (IRD)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Université de Brest (UBO)-Institut Universitaire Européen de la Mer (IUEM) Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS)-Institut de Recherche pour le Développement (IRD)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Brest (UBO)-Centre National de la Recherche Scientifique (CNRS)-Centre National de la Recherche Scientifique (CNRS) VivArmor Nature University of Tromsø (UiT) Marine Biological Association Scottish Universities Environmental Research Centre (SUERC) University of Glasgow-University of Edinburgh (Edin.) National Environmental Isotope Facility (NEIF) University of Southampton The UK Natural Environment Research Council Atlantic Sector Science 2022-10-17 https://hal.univ-brest.fr/hal-04053872 https://hal.univ-brest.fr/hal-04053872/document https://hal.univ-brest.fr/hal-04053872/file/fevo-10-986082.pdf https://doi.org/10.3389/fevo.2022.986082 en eng HAL CCSD Frontiers Media S.A info:eu-repo/semantics/altIdentifier/doi/10.3389/fevo.2022.986082 hal-04053872 https://hal.univ-brest.fr/hal-04053872 https://hal.univ-brest.fr/hal-04053872/document https://hal.univ-brest.fr/hal-04053872/file/fevo-10-986082.pdf doi:10.3389/fevo.2022.986082 info:eu-repo/semantics/OpenAccess ISSN: 2296-701X Frontiers in Ecology and Evolution https://hal.univ-brest.fr/hal-04053872 Frontiers in Ecology and Evolution, 2022, 10, pp.986082. ⟨10.3389/fevo.2022.986082⟩ feeding ground Bayesian spatial modelling migration pathways trophic baseline ecoregion [SDV.EE]Life Sciences [q-bio]/Ecology environment info:eu-repo/semantics/article Journal articles 2022 ftinsu https://doi.org/10.3389/fevo.2022.986082 2024-03-21T17:08:37Z International audience The limited amount of ecological data covering offshore parts of the ocean impedes our ability to understand and anticipate the impact of anthropogenic stressors on pelagic marine ecosystems. Isoscapes, i.e., spatial models of the distribution of stable isotope ratios, have been employed in the recent years to investigate spatio-temporal patterns in biogeochemical process and ecological responses. Development of isoscapes on the scale of ocean basins is hampered by access to suitable reference samples. Here we draw on archived material from long-running plankton survey initiatives, to build temporally explicit isoscape models for the North Atlantic Ocean (> 40°N). A total of 570 zooplankton samples were retrieved from Continuous Plankton Recorder archives and analysed for δ 13 C and δ 15 N values. Bayesian generalised additive models were developed to (1) model the relations between isotopic values and a set of predictors and (2) predict isotopic values for the whole of the study area. We produced yearly and seasonal isoscape models for the period 1998–2020. These are the first observation-based time-resolved C and N isoscapes developed at the scale of the North Atlantic Ocean. Drawing on the Stable Isotope Trajectory Analysis framework, we identify five isotopically distinct regions. We discuss the hydro-biogeochemical processes that likely explain theses modes, the differences in temporal dynamics (stability and cycles) and compare our results with previous bioregionalization efforts. Finally, we lay down the basis for using the isoscapes as a tool to define predator distributions and their interactions with the trophic environment. The isoscapes developed in this study have the potential to update our knowledge of marine predator ecology and therefore our capacity to improve their conservation in the future. Article in Journal/Newspaper North Atlantic Institut national des sciences de l'Univers: HAL-INSU Frontiers in Ecology and Evolution 10