Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish

Funding Information: This study was supported by funding from the Scottish Government. Access to the EIMF instruments was supported by grant numbers 383/1109 and 415/1010 from the Natural Environment Research Council. Despite technical advances in archival tag attachment and functional longevity, lo...

Full description

Bibliographic Details
Published in:Frontiers in Marine Science
Main Authors: Hanson, Nora, Ounsley, James, Middlemas, Stuart J., Gilbey, John, Todd, Christopher D.
Other Authors: University of St Andrews. School of Biology, University of St Andrews. Marine Alliance for Science & Technology Scotland, University of St Andrews. Scottish Oceans Institute
Format: Article in Journal/Newspaper
Language:English
Published: 2023
Subjects:
DAS
MCC
QL
SH
Online Access:http://hdl.handle.net/10023/27514
https://doi.org/10.3389/fmars.2022.1071081
id ftstandrewserep:oai:research-repository.st-andrews.ac.uk:10023/27514
record_format openpolar
spelling ftstandrewserep:oai:research-repository.st-andrews.ac.uk:10023/27514 2023-07-02T03:31:43+02:00 Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish Hanson, Nora Ounsley, James Middlemas, Stuart J. Gilbey, John Todd, Christopher D. University of St Andrews. School of Biology University of St Andrews. Marine Alliance for Science & Technology Scotland University of St Andrews. Scottish Oceans Institute 2023-05-04T16:30:05Z 13 application/pdf http://hdl.handle.net/10023/27514 https://doi.org/10.3389/fmars.2022.1071081 eng eng Frontiers in Marine Science Hanson , N , Ounsley , J , Middlemas , S J , Gilbey , J & Todd , C D 2022 , ' Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish ' , Frontiers in Marine Science , vol. 9 , 1071081 . https://doi.org/10.3389/fmars.2022.1071081 2296-7745 PURE: 284812628 PURE UUID: 816c5fac-bd70-4a8b-9174-8826d5d877bc Scopus: 85145051121 ORCID: /0000-0002-9690-2839/work/134056074 http://hdl.handle.net/10023/27514 https://doi.org/10.3389/fmars.2022.1071081 Copyright © 2022 Hanson, Ounsley, Middlemas, Gilbey and Todd. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. Hidden Markov model Isotope Migration Otolith Salmon Sea surface temperature QL Zoology SH Aquaculture. Fisheries. Angling Aquatic Science Oceanography Ocean Engineering Environmental Science (miscellaneous) Global and Planetary Change Water Science and Technology DAS SDG 10 - Reduced Inequalities SDG 14 - Life Below Water MCC QL SH Journal article 2023 ftstandrewserep https://doi.org/10.3389/fmars.2022.1071081 2023-06-13T18:27:50Z Funding Information: This study was supported by funding from the Scottish Government. Access to the EIMF instruments was supported by grant numbers 383/1109 and 415/1010 from the Natural Environment Research Council. Despite technical advances in archival tag attachment and functional longevity, long-term tracking of individuals of some fish species remains prohibitively difficult. Here we combined high resolution stable isotope sampling of otoliths, genetic assignment, growth increment analyses and a simple movement model to inform a hidden Markov model of the location of individual wild Atlantic salmon (Salmo salar L.) at sea. The model provided a reconstruction of North Atlantic migration for a species which is extremely difficult to track throughout its marine life-stage. We show that plausible emigration and return migration patterns can be achieved from wild fish. Simulations of simplified northward and westward movement patterns in the North Atlantic were used to quantify precision and accuracy of the model which differed between these two directional scenarios. Because otolith-derived migratory information does not rely on capture, release and subsequent recapture of the individual, this can be retrieved from any fish. Thus these techniques offer a powerful tool for improving our understanding of the processes that govern movement and survival of individual fish during a protracted and largely unobservable life-stage in the oceanic environment. Publisher PDF Peer reviewed Article in Journal/Newspaper Atlantic salmon North Atlantic Salmo salar University of St Andrews: Digital Research Repository Frontiers in Marine Science 9
institution Open Polar
collection University of St Andrews: Digital Research Repository
op_collection_id ftstandrewserep
language English
topic Hidden Markov model
Isotope
Migration
Otolith
Salmon
Sea surface temperature
QL Zoology
SH Aquaculture. Fisheries. Angling
Aquatic Science
Oceanography
Ocean Engineering
Environmental Science (miscellaneous)
Global and Planetary Change
Water Science and Technology
DAS
SDG 10 - Reduced Inequalities
SDG 14 - Life Below Water
MCC
QL
SH
spellingShingle Hidden Markov model
Isotope
Migration
Otolith
Salmon
Sea surface temperature
QL Zoology
SH Aquaculture. Fisheries. Angling
Aquatic Science
Oceanography
Ocean Engineering
Environmental Science (miscellaneous)
Global and Planetary Change
Water Science and Technology
DAS
SDG 10 - Reduced Inequalities
SDG 14 - Life Below Water
MCC
QL
SH
Hanson, Nora
Ounsley, James
Middlemas, Stuart J.
Gilbey, John
Todd, Christopher D.
Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish
topic_facet Hidden Markov model
Isotope
Migration
Otolith
Salmon
Sea surface temperature
QL Zoology
SH Aquaculture. Fisheries. Angling
Aquatic Science
Oceanography
Ocean Engineering
Environmental Science (miscellaneous)
Global and Planetary Change
Water Science and Technology
DAS
SDG 10 - Reduced Inequalities
SDG 14 - Life Below Water
MCC
QL
SH
description Funding Information: This study was supported by funding from the Scottish Government. Access to the EIMF instruments was supported by grant numbers 383/1109 and 415/1010 from the Natural Environment Research Council. Despite technical advances in archival tag attachment and functional longevity, long-term tracking of individuals of some fish species remains prohibitively difficult. Here we combined high resolution stable isotope sampling of otoliths, genetic assignment, growth increment analyses and a simple movement model to inform a hidden Markov model of the location of individual wild Atlantic salmon (Salmo salar L.) at sea. The model provided a reconstruction of North Atlantic migration for a species which is extremely difficult to track throughout its marine life-stage. We show that plausible emigration and return migration patterns can be achieved from wild fish. Simulations of simplified northward and westward movement patterns in the North Atlantic were used to quantify precision and accuracy of the model which differed between these two directional scenarios. Because otolith-derived migratory information does not rely on capture, release and subsequent recapture of the individual, this can be retrieved from any fish. Thus these techniques offer a powerful tool for improving our understanding of the processes that govern movement and survival of individual fish during a protracted and largely unobservable life-stage in the oceanic environment. Publisher PDF Peer reviewed
author2 University of St Andrews. School of Biology
University of St Andrews. Marine Alliance for Science & Technology Scotland
University of St Andrews. Scottish Oceans Institute
format Article in Journal/Newspaper
author Hanson, Nora
Ounsley, James
Middlemas, Stuart J.
Gilbey, John
Todd, Christopher D.
author_facet Hanson, Nora
Ounsley, James
Middlemas, Stuart J.
Gilbey, John
Todd, Christopher D.
author_sort Hanson, Nora
title Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish
title_short Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish
title_full Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish
title_fullStr Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish
title_full_unstemmed Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish
title_sort inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish
publishDate 2023
url http://hdl.handle.net/10023/27514
https://doi.org/10.3389/fmars.2022.1071081
genre Atlantic salmon
North Atlantic
Salmo salar
genre_facet Atlantic salmon
North Atlantic
Salmo salar
op_relation Frontiers in Marine Science
Hanson , N , Ounsley , J , Middlemas , S J , Gilbey , J & Todd , C D 2022 , ' Inferring individual marine migration from otolith ecogeochemical signatures of a wide-ranging fish ' , Frontiers in Marine Science , vol. 9 , 1071081 . https://doi.org/10.3389/fmars.2022.1071081
2296-7745
PURE: 284812628
PURE UUID: 816c5fac-bd70-4a8b-9174-8826d5d877bc
Scopus: 85145051121
ORCID: /0000-0002-9690-2839/work/134056074
http://hdl.handle.net/10023/27514
https://doi.org/10.3389/fmars.2022.1071081
op_rights Copyright © 2022 Hanson, Ounsley, Middlemas, Gilbey and Todd. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
op_doi https://doi.org/10.3389/fmars.2022.1071081
container_title Frontiers in Marine Science
container_volume 9
_version_ 1770271109349900288