Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey

Throughout all oceans, aggregations of zooplankton and ichthyoplankton appear as horizontal sound scattering layers (SSLs) when detected with active acoustic techniques. Quantifying the composition and density of these layers is prone to sampling biases. We conducted a net and trawl survey of the ep...

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Published in:Canadian Journal of Fisheries and Aquatic Sciences
Main Authors: Dunn, Muriel Barbara, Pedersen, Geir, Basedow, Sünnje Linnéa, Daase, Malin, Falk-Petersen, Stig, Bachelot, Loic, Camus, Lionel, Geoffroy, Maxime
Format: Article in Journal/Newspaper
Language:English
Published: Canadian Science Publishing 2022
Subjects:
Online Access:https://hdl.handle.net/10037/28252
https://doi.org/10.1139/cjfas-2022-0105
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spelling ftunivtroemsoe:oai:munin.uit.no:10037/28252 2023-05-15T17:43:29+02:00 Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey Dunn, Muriel Barbara Pedersen, Geir Basedow, Sünnje Linnéa Daase, Malin Falk-Petersen, Stig Bachelot, Loic Camus, Lionel Geoffroy, Maxime 2022-11-10 https://hdl.handle.net/10037/28252 https://doi.org/10.1139/cjfas-2022-0105 eng eng Canadian Science Publishing Canadian Journal of Fisheries and Aquatic Sciences Norges forskningsråd: 269188 Norges forskningsråd: 287043 Norges forskningsråd: 309512 Dunn MB, Pedersen G, Basedow SL, Daase M, Falk-Petersen S, Bachelot, Camus L, Geoffroy M. Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey. Canadian Journal of Fisheries and Aquatic Sciences. 2022 FRIDAID 2104127 doi:10.1139/cjfas-2022-0105 0706-652X 1205-7533 https://hdl.handle.net/10037/28252 Attribution 4.0 International (CC BY 4.0) openAccess Copyright 2022 The Author(s) https://creativecommons.org/licenses/by/4.0 CC-BY Journal article Tidsskriftartikkel Peer reviewed publishedVersion 2022 ftunivtroemsoe https://doi.org/10.1139/cjfas-2022-0105 2023-01-19T00:03:05Z Throughout all oceans, aggregations of zooplankton and ichthyoplankton appear as horizontal sound scattering layers (SSLs) when detected with active acoustic techniques. Quantifying the composition and density of these layers is prone to sampling biases. We conducted a net and trawl survey of the epipelagic fauna in northern Norway (70˚N) in June 2018 while an autonomous surface vehicle equipped with a broadband echosounder (283-383 kHz) surveyed the same region. Densities from the autonomous hydroacoustic survey were calculated using forward estimates from the relative density from the net and trawl, and inversion estimates with statistical data-fitting. All four methods (net, trawl, acoustic forward and inverse methods) identified that copepods dominated the epipelagic SSL, while pteropods, amphipods and fish larvae were present in low densities. The density estimates calculated with the inverse method were higher for mobile zooplankton, such as euphausiid larvae, than with the other methods. We concluded that the inverse method applied to broadband autonomous acoustic surveys can improve density estimates of epipelagic organisms by diminishing avoidance biases and increasing the spatio-temporal resolution of ship-based surveys. Article in Journal/Newspaper Northern Norway Copepods University of Tromsø: Munin Open Research Archive Norway Canadian Journal of Fisheries and Aquatic Sciences
institution Open Polar
collection University of Tromsø: Munin Open Research Archive
op_collection_id ftunivtroemsoe
language English
description Throughout all oceans, aggregations of zooplankton and ichthyoplankton appear as horizontal sound scattering layers (SSLs) when detected with active acoustic techniques. Quantifying the composition and density of these layers is prone to sampling biases. We conducted a net and trawl survey of the epipelagic fauna in northern Norway (70˚N) in June 2018 while an autonomous surface vehicle equipped with a broadband echosounder (283-383 kHz) surveyed the same region. Densities from the autonomous hydroacoustic survey were calculated using forward estimates from the relative density from the net and trawl, and inversion estimates with statistical data-fitting. All four methods (net, trawl, acoustic forward and inverse methods) identified that copepods dominated the epipelagic SSL, while pteropods, amphipods and fish larvae were present in low densities. The density estimates calculated with the inverse method were higher for mobile zooplankton, such as euphausiid larvae, than with the other methods. We concluded that the inverse method applied to broadband autonomous acoustic surveys can improve density estimates of epipelagic organisms by diminishing avoidance biases and increasing the spatio-temporal resolution of ship-based surveys.
format Article in Journal/Newspaper
author Dunn, Muriel Barbara
Pedersen, Geir
Basedow, Sünnje Linnéa
Daase, Malin
Falk-Petersen, Stig
Bachelot, Loic
Camus, Lionel
Geoffroy, Maxime
spellingShingle Dunn, Muriel Barbara
Pedersen, Geir
Basedow, Sünnje Linnéa
Daase, Malin
Falk-Petersen, Stig
Bachelot, Loic
Camus, Lionel
Geoffroy, Maxime
Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey
author_facet Dunn, Muriel Barbara
Pedersen, Geir
Basedow, Sünnje Linnéa
Daase, Malin
Falk-Petersen, Stig
Bachelot, Loic
Camus, Lionel
Geoffroy, Maxime
author_sort Dunn, Muriel Barbara
title Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey
title_short Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey
title_full Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey
title_fullStr Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey
title_full_unstemmed Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey
title_sort inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey
publisher Canadian Science Publishing
publishDate 2022
url https://hdl.handle.net/10037/28252
https://doi.org/10.1139/cjfas-2022-0105
geographic Norway
geographic_facet Norway
genre Northern Norway
Copepods
genre_facet Northern Norway
Copepods
op_relation Canadian Journal of Fisheries and Aquatic Sciences
Norges forskningsråd: 269188
Norges forskningsråd: 287043
Norges forskningsråd: 309512
Dunn MB, Pedersen G, Basedow SL, Daase M, Falk-Petersen S, Bachelot, Camus L, Geoffroy M. Inverse method applied to autonomous broadband hydroacoustic survey detects higher densities of zooplankton in near-surface aggregations than vessel-based net survey. Canadian Journal of Fisheries and Aquatic Sciences. 2022
FRIDAID 2104127
doi:10.1139/cjfas-2022-0105
0706-652X
1205-7533
https://hdl.handle.net/10037/28252
op_rights Attribution 4.0 International (CC BY 4.0)
openAccess
Copyright 2022 The Author(s)
https://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.1139/cjfas-2022-0105
container_title Canadian Journal of Fisheries and Aquatic Sciences
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