Identifying partners at sea from joint movement metrics of pelagic pair trawlers

Abstract Here, we present an approach to identify partners at sea based on fishing track analysis, and describe this behaviour in several fleets: pelagic pair trawlers, large and small bottom otter trawlers, mid-water otter trawlers, all in the North-East Atlantic Ocean, anchovy purse-seiners in the...

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Published in:ICES Journal of Marine Science
Main Authors: Joo, Rocío, Bez, Nicolas, Etienne, Marie-Pierre, Marin, Pablo, Goascoz, Nicolas, Roux, Jérôme, Mahévas, Stéphanie
Other Authors: Jaap Poos, Jan
Format: Article in Journal/Newspaper
Language:English
Published: Oxford University Press (OUP) 2021
Subjects:
Online Access:http://dx.doi.org/10.1093/icesjms/fsab068
http://academic.oup.com/icesjms/article-pdf/78/5/1758/40323494/fsab068.pdf
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spelling croxfordunivpr:10.1093/icesjms/fsab068 2023-11-05T03:44:13+01:00 Identifying partners at sea from joint movement metrics of pelagic pair trawlers Joo, Rocío Bez, Nicolas Etienne, Marie-Pierre Marin, Pablo Goascoz, Nicolas Roux, Jérôme Mahévas, Stéphanie Jaap Poos, Jan 2021 http://dx.doi.org/10.1093/icesjms/fsab068 http://academic.oup.com/icesjms/article-pdf/78/5/1758/40323494/fsab068.pdf en eng Oxford University Press (OUP) https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model ICES Journal of Marine Science volume 78, issue 5, page 1758-1768 ISSN 1054-3139 1095-9289 Ecology Aquatic Science Ecology, Evolution, Behavior and Systematics Oceanography journal-article 2021 croxfordunivpr https://doi.org/10.1093/icesjms/fsab068 2023-10-06T10:41:04Z Abstract Here, we present an approach to identify partners at sea based on fishing track analysis, and describe this behaviour in several fleets: pelagic pair trawlers, large and small bottom otter trawlers, mid-water otter trawlers, all in the North-East Atlantic Ocean, anchovy purse-seiners in the South-East Pacific Ocean, and tuna purse-seiners in the western Indian Ocean. This type of behaviour is known to exist within pair trawlers, since these vessels are in pairs at least during their fishing operations. To identify partners at sea, we used a heuristic approach based on joint-movement metrics computed from vessel monitoring system data and Gaussian mixture models. The models were fitted to joint-movement metrics of the pelagic pair trawlers, and subsequently used to identify partners at sea in other fleets. We found partners at sea in all of the fleets except for the tuna purse-seiners. We then analysed the connections between vessels and identified exclusive partners. Exclusiveness was more common in pelagic pair trawlers and small bottom otter trawlers, with 82% and 74% of the vessels involved in partnerships having exclusive partners. This work shows that there are collective tactics at least at a pairwise level in diverse fisheries in the world. Article in Journal/Newspaper North East Atlantic Oxford University Press (via Crossref) ICES Journal of Marine Science
institution Open Polar
collection Oxford University Press (via Crossref)
op_collection_id croxfordunivpr
language English
topic Ecology
Aquatic Science
Ecology, Evolution, Behavior and Systematics
Oceanography
spellingShingle Ecology
Aquatic Science
Ecology, Evolution, Behavior and Systematics
Oceanography
Joo, Rocío
Bez, Nicolas
Etienne, Marie-Pierre
Marin, Pablo
Goascoz, Nicolas
Roux, Jérôme
Mahévas, Stéphanie
Identifying partners at sea from joint movement metrics of pelagic pair trawlers
topic_facet Ecology
Aquatic Science
Ecology, Evolution, Behavior and Systematics
Oceanography
description Abstract Here, we present an approach to identify partners at sea based on fishing track analysis, and describe this behaviour in several fleets: pelagic pair trawlers, large and small bottom otter trawlers, mid-water otter trawlers, all in the North-East Atlantic Ocean, anchovy purse-seiners in the South-East Pacific Ocean, and tuna purse-seiners in the western Indian Ocean. This type of behaviour is known to exist within pair trawlers, since these vessels are in pairs at least during their fishing operations. To identify partners at sea, we used a heuristic approach based on joint-movement metrics computed from vessel monitoring system data and Gaussian mixture models. The models were fitted to joint-movement metrics of the pelagic pair trawlers, and subsequently used to identify partners at sea in other fleets. We found partners at sea in all of the fleets except for the tuna purse-seiners. We then analysed the connections between vessels and identified exclusive partners. Exclusiveness was more common in pelagic pair trawlers and small bottom otter trawlers, with 82% and 74% of the vessels involved in partnerships having exclusive partners. This work shows that there are collective tactics at least at a pairwise level in diverse fisheries in the world.
author2 Jaap Poos, Jan
format Article in Journal/Newspaper
author Joo, Rocío
Bez, Nicolas
Etienne, Marie-Pierre
Marin, Pablo
Goascoz, Nicolas
Roux, Jérôme
Mahévas, Stéphanie
author_facet Joo, Rocío
Bez, Nicolas
Etienne, Marie-Pierre
Marin, Pablo
Goascoz, Nicolas
Roux, Jérôme
Mahévas, Stéphanie
author_sort Joo, Rocío
title Identifying partners at sea from joint movement metrics of pelagic pair trawlers
title_short Identifying partners at sea from joint movement metrics of pelagic pair trawlers
title_full Identifying partners at sea from joint movement metrics of pelagic pair trawlers
title_fullStr Identifying partners at sea from joint movement metrics of pelagic pair trawlers
title_full_unstemmed Identifying partners at sea from joint movement metrics of pelagic pair trawlers
title_sort identifying partners at sea from joint movement metrics of pelagic pair trawlers
publisher Oxford University Press (OUP)
publishDate 2021
url http://dx.doi.org/10.1093/icesjms/fsab068
http://academic.oup.com/icesjms/article-pdf/78/5/1758/40323494/fsab068.pdf
genre North East Atlantic
genre_facet North East Atlantic
op_source ICES Journal of Marine Science
volume 78, issue 5, page 1758-1768
ISSN 1054-3139 1095-9289
op_rights https://academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model
op_doi https://doi.org/10.1093/icesjms/fsab068
container_title ICES Journal of Marine Science
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