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Classification of Southern Ocean krill and icefish echoes using random forests

dc.contributor.authorFallon, Niall G.
dc.contributor.authorFielding, Sophie
dc.contributor.authorFernandes, Paul G.
dc.contributor.institutionUniversity of Aberdeen.Biological Sciencesen
dc.contributor.institutionUniversity of Aberdeen.Marine Alliance for Science and Technology for Scotland (MASTS)en
dc.contributor.institutionUniversity of Aberdeen.Energyen
dc.contributor.institutionUniversity of Aberdeen.Centre for Energy Transitionen
dc.date.accessioned2017-04-07T23:29:34Z
dc.date.available2017-04-07T23:29:34Z
dc.date.issued2016-09
dc.descriptionAcknowledgements The authors thank the crews, fishers, and scientists who conducted the various surveys from which data were obtained. This work was supported by the Government of South Georgia and South Sandwich Islands. Additional logistical support provided by The South Atlantic Environmental Research Institute, with thanks to Paul Brickle. PF receives funding from the MASTS pooling initiative (TheMarine Alliance for Science and Technology for Scotland), and their support is gratefully acknowledged. MASTS is funded by the Scottish Funding Council (grant reference HR09011) and contributing institutions. SF is funded by the Natural Environment Research Council, and data were provided from the British Antarctic Survey Ecosystems Long-term Monitoring and Surveys programme as part of the BAS Polar Science for Planet Earth Programme. The authors also thank the anonymous referees for their helpful suggestions on an earlier version of this manuscript.en
dc.description.statusPeer revieweden
dc.format.extent11
dc.format.extent1027428
dc.identifier65398680
dc.identifierfe989ca1-8b88-4689-b4df-ce4179f33bb2
dc.identifier84990873269
dc.identifier.citationFallon, N G, Fielding, S & Fernandes, P G 2016, 'Classification of Southern Ocean krill and icefish echoes using random forests', ICES Journal of Marine Science, vol. 73, no. 8, pp. 1998-2008. https://doi.org/10.1093/icesjms/fsw057en
dc.identifier.doi10.1093/icesjms/fsw057
dc.identifier.iss8en
dc.identifier.issn1054-3139
dc.identifier.urihttp://hdl.handle.net/2164/8473
dc.identifier.vol73en
dc.language.isoeng
dc.relation.ispartofICES Journal of Marine Scienceen
dc.subjectSDG 14 - Life Below Wateren
dc.subjectacousticsen
dc.subjectfish surveyen
dc.subjectSouth Georgiaen
dc.subjecttarget identificationen
dc.subjectQH301 Biologyen
dc.subjectNatural Environment Research Council (NERC)en
dc.subject.lccQH301en
dc.titleClassification of Southern Ocean krill and icefish echoes using random forestsen
dc.typeJournal articleen

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