Identifying partners at sea from joint movement metrics of pelagic pair trawlers
International audience 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, ancho...
Published in: | ICES Journal of Marine Science |
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Format: | Article in Journal/Newspaper |
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Online Access: | https://hal.archives-ouvertes.fr/hal-03353502 https://doi.org/10.1093/icesjms/fsab068 |
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ftccsdartic:oai:HAL:hal-03353502v1 2023-05-15T17:38:30+02:00 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 Écologie et Modèles pour l'Halieutique (IFREMER EMH) Institut Français de Recherche pour l'Exploitation de la Mer - Atlantique (IFREMER Atlantique) Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER) MARine Biodiversity Exploitation and Conservation (UMR MARBEC) Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Institut de Recherche pour le Développement (IRD) Institut de Recherche Mathématique de Rennes (IRMAR) AGROCAMPUS OUEST Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Université de Rennes 1 (UR1) Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Université de Rennes 2 (UR2) Université de Rennes (UNIV-RENNES)-École normale supérieure - Rennes (ENS Rennes)-Centre National de la Recherche Scientifique (CNRS)-Institut National des Sciences Appliquées - Rennes (INSA Rennes) Institut National des Sciences Appliquées (INSA)-Université de Rennes (UNIV-RENNES)-Institut National des Sciences Appliquées (INSA) Instituto del Mar del Peru (IMARPE) Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER) 2021-08-07 https://hal.archives-ouvertes.fr/hal-03353502 https://doi.org/10.1093/icesjms/fsab068 en eng HAL CCSD Oxford University Press (OUP) info:eu-repo/semantics/altIdentifier/doi/10.1093/icesjms/fsab068 hal-03353502 https://hal.archives-ouvertes.fr/hal-03353502 doi:10.1093/icesjms/fsab068 ISSN: 1054-3139 EISSN: 1095-9289 ICES Journal of Marine Science https://hal.archives-ouvertes.fr/hal-03353502 ICES Journal of Marine Science, Oxford University Press (OUP), 2021, 78 (5), pp.1758-1768. ⟨10.1093/icesjms/fsab068⟩ [SDV.EE.ECO]Life Sciences [q-bio]/Ecology environment/Ecosystems [STAT.AP]Statistics [stat]/Applications [stat.AP] [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere info:eu-repo/semantics/article Journal articles 2021 ftccsdartic https://doi.org/10.1093/icesjms/fsab068 2022-01-09T00:10:05Z International audience 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 Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) Indian Pacific ICES Journal of Marine Science 78 5 1758 1768 |
institution |
Open Polar |
collection |
Archive ouverte HAL (Hyper Article en Ligne, CCSD - Centre pour la Communication Scientifique Directe) |
op_collection_id |
ftccsdartic |
language |
English |
topic |
[SDV.EE.ECO]Life Sciences [q-bio]/Ecology environment/Ecosystems [STAT.AP]Statistics [stat]/Applications [stat.AP] [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere |
spellingShingle |
[SDV.EE.ECO]Life Sciences [q-bio]/Ecology environment/Ecosystems [STAT.AP]Statistics [stat]/Applications [stat.AP] [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere 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 |
[SDV.EE.ECO]Life Sciences [q-bio]/Ecology environment/Ecosystems [STAT.AP]Statistics [stat]/Applications [stat.AP] [SDU.OCEAN]Sciences of the Universe [physics]/Ocean Atmosphere |
description |
International audience 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 |
Écologie et Modèles pour l'Halieutique (IFREMER EMH) Institut Français de Recherche pour l'Exploitation de la Mer - Atlantique (IFREMER Atlantique) Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER) MARine Biodiversity Exploitation and Conservation (UMR MARBEC) Centre National de la Recherche Scientifique (CNRS)-Université de Montpellier (UM)-Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER)-Institut de Recherche pour le Développement (IRD) Institut de Recherche Mathématique de Rennes (IRMAR) AGROCAMPUS OUEST Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Institut national d'enseignement supérieur pour l'agriculture, l'alimentation et l'environnement (Institut Agro)-Université de Rennes 1 (UR1) Université de Rennes (UNIV-RENNES)-Université de Rennes (UNIV-RENNES)-Université de Rennes 2 (UR2) Université de Rennes (UNIV-RENNES)-École normale supérieure - Rennes (ENS Rennes)-Centre National de la Recherche Scientifique (CNRS)-Institut National des Sciences Appliquées - Rennes (INSA Rennes) Institut National des Sciences Appliquées (INSA)-Université de Rennes (UNIV-RENNES)-Institut National des Sciences Appliquées (INSA) Instituto del Mar del Peru (IMARPE) Institut Français de Recherche pour l'Exploitation de la Mer (IFREMER) |
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 |
HAL CCSD |
publishDate |
2021 |
url |
https://hal.archives-ouvertes.fr/hal-03353502 https://doi.org/10.1093/icesjms/fsab068 |
geographic |
Indian Pacific |
geographic_facet |
Indian Pacific |
genre |
North East Atlantic |
genre_facet |
North East Atlantic |
op_source |
ISSN: 1054-3139 EISSN: 1095-9289 ICES Journal of Marine Science https://hal.archives-ouvertes.fr/hal-03353502 ICES Journal of Marine Science, Oxford University Press (OUP), 2021, 78 (5), pp.1758-1768. ⟨10.1093/icesjms/fsab068⟩ |
op_relation |
info:eu-repo/semantics/altIdentifier/doi/10.1093/icesjms/fsab068 hal-03353502 https://hal.archives-ouvertes.fr/hal-03353502 doi:10.1093/icesjms/fsab068 |
op_doi |
https://doi.org/10.1093/icesjms/fsab068 |
container_title |
ICES Journal of Marine Science |
container_volume |
78 |
container_issue |
5 |
container_start_page |
1758 |
op_container_end_page |
1768 |
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1766138983239122944 |