Discards of cod (Gadus morhua) in the Norwegian coastal fisheries: improving past and future estimates

Discarding can be an unknown source of biases and uncertainties in stock assessments. Discarding patterns and quantities vary so a routine methodology for estimating discards is important to give a better picture of total catches, and potentially mortality, in fisheries. Using data from the Norwegia...

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Published in:ICES Journal of Marine Science
Main Authors: Berg, Hilde Sofie Fantoft, Clegg, Thomas L, Blom, Geir, Kolding, Jeppe, Ono, Kotaro, Nedreaas, Kjell Harald
Format: Article in Journal/Newspaper
Language:English
Published: Oxford University Press 2022
Subjects:
Online Access:https://hdl.handle.net/11250/2999554
https://doi.org/10.1093/icesjms/fsac081
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spelling ftunivbergen:oai:bora.uib.no:11250/2999554 2023-05-15T16:19:00+02:00 Discards of cod (Gadus morhua) in the Norwegian coastal fisheries: improving past and future estimates Berg, Hilde Sofie Fantoft Clegg, Thomas L Blom, Geir Kolding, Jeppe Ono, Kotaro Nedreaas, Kjell Harald 2022 application/pdf https://hdl.handle.net/11250/2999554 https://doi.org/10.1093/icesjms/fsac081 eng eng Oxford University Press urn:issn:1054-3139 https://hdl.handle.net/11250/2999554 https://doi.org/10.1093/icesjms/fsac081 cristin:2025894 ICES Journal of Marine Science. 2022, 79 (5), 1548-1560. Navngivelse 4.0 Internasjonal http://creativecommons.org/licenses/by/4.0/deed.no Copyright 2022 the authors fsac081 ICES Journal of Marine Science 1548-1560 79 5 Journal article Peer reviewed 2022 ftunivbergen https://doi.org/10.1093/icesjms/fsac081 2023-03-14T17:39:49Z Discarding can be an unknown source of biases and uncertainties in stock assessments. Discarding patterns and quantities vary so a routine methodology for estimating discards is important to give a better picture of total catches, and potentially mortality, in fisheries. Using data from the Norwegian Reference Fleet between 2012 and 2018, this study presents a revised methodology for estimating discards of cod (Gadus morhua) in the Norwegian coastal gillnet fisheries, which accounts for variations in discarding between vessels and uncertainties in the conversion of numbers to weight discarded. The estimated average discard rate of cod (weight of cod discarded as percentage of total weight caught) is 0.55% (95% confidence interval: 0.45–0.70%), although discard rates in southern areas were an order of magnitude higher than in northern areas. We also present an exploratory analysis of the drivers behind discarding using a random forest regression model. Spatial variations and fishing intensity were identified as the most important drivers of discarding. Results from this study suggest ways in which self-sampled data can be used to estimate discards in Norwegian coastal fisheries, and where the accuracy of future estimates can be improved when a higher resolution data collection programme is established. publishedVersion Article in Journal/Newspaper Gadus morhua University of Bergen: Bergen Open Research Archive (BORA-UiB) ICES Journal of Marine Science 79 5 1548 1560
institution Open Polar
collection University of Bergen: Bergen Open Research Archive (BORA-UiB)
op_collection_id ftunivbergen
language English
description Discarding can be an unknown source of biases and uncertainties in stock assessments. Discarding patterns and quantities vary so a routine methodology for estimating discards is important to give a better picture of total catches, and potentially mortality, in fisheries. Using data from the Norwegian Reference Fleet between 2012 and 2018, this study presents a revised methodology for estimating discards of cod (Gadus morhua) in the Norwegian coastal gillnet fisheries, which accounts for variations in discarding between vessels and uncertainties in the conversion of numbers to weight discarded. The estimated average discard rate of cod (weight of cod discarded as percentage of total weight caught) is 0.55% (95% confidence interval: 0.45–0.70%), although discard rates in southern areas were an order of magnitude higher than in northern areas. We also present an exploratory analysis of the drivers behind discarding using a random forest regression model. Spatial variations and fishing intensity were identified as the most important drivers of discarding. Results from this study suggest ways in which self-sampled data can be used to estimate discards in Norwegian coastal fisheries, and where the accuracy of future estimates can be improved when a higher resolution data collection programme is established. publishedVersion
format Article in Journal/Newspaper
author Berg, Hilde Sofie Fantoft
Clegg, Thomas L
Blom, Geir
Kolding, Jeppe
Ono, Kotaro
Nedreaas, Kjell Harald
spellingShingle Berg, Hilde Sofie Fantoft
Clegg, Thomas L
Blom, Geir
Kolding, Jeppe
Ono, Kotaro
Nedreaas, Kjell Harald
Discards of cod (Gadus morhua) in the Norwegian coastal fisheries: improving past and future estimates
author_facet Berg, Hilde Sofie Fantoft
Clegg, Thomas L
Blom, Geir
Kolding, Jeppe
Ono, Kotaro
Nedreaas, Kjell Harald
author_sort Berg, Hilde Sofie Fantoft
title Discards of cod (Gadus morhua) in the Norwegian coastal fisheries: improving past and future estimates
title_short Discards of cod (Gadus morhua) in the Norwegian coastal fisheries: improving past and future estimates
title_full Discards of cod (Gadus morhua) in the Norwegian coastal fisheries: improving past and future estimates
title_fullStr Discards of cod (Gadus morhua) in the Norwegian coastal fisheries: improving past and future estimates
title_full_unstemmed Discards of cod (Gadus morhua) in the Norwegian coastal fisheries: improving past and future estimates
title_sort discards of cod (gadus morhua) in the norwegian coastal fisheries: improving past and future estimates
publisher Oxford University Press
publishDate 2022
url https://hdl.handle.net/11250/2999554
https://doi.org/10.1093/icesjms/fsac081
genre Gadus morhua
genre_facet Gadus morhua
op_source fsac081
ICES Journal of Marine Science
1548-1560
79
5
op_relation urn:issn:1054-3139
https://hdl.handle.net/11250/2999554
https://doi.org/10.1093/icesjms/fsac081
cristin:2025894
ICES Journal of Marine Science. 2022, 79 (5), 1548-1560.
op_rights Navngivelse 4.0 Internasjonal
http://creativecommons.org/licenses/by/4.0/deed.no
Copyright 2022 the authors
op_doi https://doi.org/10.1093/icesjms/fsac081
container_title ICES Journal of Marine Science
container_volume 79
container_issue 5
container_start_page 1548
op_container_end_page 1560
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