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dc.contributor.authorVatnehol, Sindre
dc.contributor.authorPena, Hector
dc.contributor.authorHandegard, Nils Olav
dc.date.accessioned2019-02-08T13:08:10Z
dc.date.available2019-02-08T13:08:10Z
dc.date.created2018-12-06T20:59:26Z
dc.date.issued2018
dc.identifier.citationICES Journal of Marine Science. 2018, 75 (5), 1803-1812.nb_NO
dc.identifier.issn1054-3139
dc.identifier.urihttp://hdl.handle.net/11250/2584609
dc.description.abstractPelagic fishes are a major source of protein and unsaturated fatty acids, and robust management is critical to avoid overfishing. Fisheries management is often supported by indices from scientific acoustic-trawl surveys, where vertically aligned echo sounders and trawl samples are used to provide an estimate of abundance. Survey biases may be introduced when fish are located near the sea surface or if they avoid the survey vessel. Horizontally scanning acoustic equipment, such as fish-detection sonars, have been proposed as a method to quantify such biases; however, manual interpretation of the data hamper further development. An automated method for identifying fish aggregations within large volumes of sonar data has been developed. It exploits the fact that near-stationary targets, i.e. a fish school, have distinct patterns through the data. The algorithm is not instrument specific, and was tested on data collected from several acoustic-trawl surveys in the Norwegian Sea. The automatic algorithm had a similar performance to manual interpretation, and the main cause of discrepancies was aggregations overlooked in the manual work. These discrepancies were substantially reduced in a second round of manual interpretation. We envision that this method will facilitate a labour efficient and more objective analysis of sonar data and provide information to support fisheries management for pelagic fish.nb_NO
dc.language.isoengnb_NO
dc.titleA method to automatically detect fish aggregations using horizontally scanning sonarnb_NO
dc.typeJournal articlenb_NO
dc.typePeer reviewednb_NO
dc.description.versionpublishedVersionnb_NO
dc.source.pagenumber1803-1812nb_NO
dc.source.volume75nb_NO
dc.source.journalICES Journal of Marine Sciencenb_NO
dc.source.issue5nb_NO
dc.identifier.doi10.1093/icesjms/fsy029
dc.identifier.cristin1640075
cristin.unitcode7431,19,0,0
cristin.unitnameMarin økosystemakustikk
cristin.ispublishedtrue
cristin.fulltextoriginal
cristin.qualitycode1


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