Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts

Fish swimming performance is strongly influenced by flow hydrodynamics, but little is known about the relation between fine-scale fish movements and hydrodynamics based on in-situ investigations. In the presented study, we validated the etho-hydraulic fish swimming direction model presented in the R...

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Published in:Water
Main Authors: Szabo-Meszaros, Marcell, Silva, Ana T., Bærum, Kim Magnus, Baktoft, Henrik, Alfredsen, Knut, Hedger, Richard David, Økland, Finn, Gjelland, Karl Øystein, Fjeldstad, Hans-Petter, Calles, Olle, Forseth, Torbjørn
Format: Article in Journal/Newspaper
Language:English
Published: MDPI 2021
Subjects:
Online Access:https://hdl.handle.net/11250/2740548
https://doi.org/10.3390/w13091230
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spelling ftntnutrondheimi:oai:ntnuopen.ntnu.no:11250/2740548 2023-05-15T15:32:28+02:00 Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts Szabo-Meszaros, Marcell Silva, Ana T. Bærum, Kim Magnus Baktoft, Henrik Alfredsen, Knut Hedger, Richard David Økland, Finn Gjelland, Karl Øystein Fjeldstad, Hans-Petter Calles, Olle Forseth, Torbjørn 2021 application/pdf https://hdl.handle.net/11250/2740548 https://doi.org/10.3390/w13091230 eng eng MDPI Norges forskningsråd: 244022 Norges forskningsråd: 257588 urn:issn:2073-4441 https://hdl.handle.net/11250/2740548 https://doi.org/10.3390/w13091230 cristin:1907160 Navngivelse 4.0 Internasjonal http://creativecommons.org/licenses/by/4.0/deed.no CC-BY 13 Water 9 Peer reviewed Journal article 2021 ftntnutrondheimi https://doi.org/10.3390/w13091230 2021-05-12T22:34:42Z Fish swimming performance is strongly influenced by flow hydrodynamics, but little is known about the relation between fine-scale fish movements and hydrodynamics based on in-situ investigations. In the presented study, we validated the etho-hydraulic fish swimming direction model presented in the River Mandal from Southern Norway, using similar behavioral and hydraulic data on salmon smolts from the River Orkla in Central Norway. The re-parametrized model explained the variation of the swimming direction of fish in the Orkla system in same degree as the original model performed in the Mandal system (R2: 84% in both cases). The transferability of the model when using it from one river to predict swimming direction in the other river was lower (R2: 21% and 26%), but nevertheless relatively high given that the two localities differed in hydraulic conditions. The analyses thus provide support for the fact that the identified hydraulic parameters and their interaction affected smolt behavior in a similar way at the two sites, but that local parametrization of the base model is required. The developed etho-hydraulic models can provide important insights into fish behavior and fish migration trajectories and can be developed into prediction models important for the future development of behavioral downstream migration solutions. publishedVersion Article in Journal/Newspaper Atlantic salmon NTNU Open Archive (Norwegian University of Science and Technology) Norway Orkla ENVELOPE(9.831,9.831,63.311,63.311) Water 13 9 1230
institution Open Polar
collection NTNU Open Archive (Norwegian University of Science and Technology)
op_collection_id ftntnutrondheimi
language English
description Fish swimming performance is strongly influenced by flow hydrodynamics, but little is known about the relation between fine-scale fish movements and hydrodynamics based on in-situ investigations. In the presented study, we validated the etho-hydraulic fish swimming direction model presented in the River Mandal from Southern Norway, using similar behavioral and hydraulic data on salmon smolts from the River Orkla in Central Norway. The re-parametrized model explained the variation of the swimming direction of fish in the Orkla system in same degree as the original model performed in the Mandal system (R2: 84% in both cases). The transferability of the model when using it from one river to predict swimming direction in the other river was lower (R2: 21% and 26%), but nevertheless relatively high given that the two localities differed in hydraulic conditions. The analyses thus provide support for the fact that the identified hydraulic parameters and their interaction affected smolt behavior in a similar way at the two sites, but that local parametrization of the base model is required. The developed etho-hydraulic models can provide important insights into fish behavior and fish migration trajectories and can be developed into prediction models important for the future development of behavioral downstream migration solutions. publishedVersion
format Article in Journal/Newspaper
author Szabo-Meszaros, Marcell
Silva, Ana T.
Bærum, Kim Magnus
Baktoft, Henrik
Alfredsen, Knut
Hedger, Richard David
Økland, Finn
Gjelland, Karl Øystein
Fjeldstad, Hans-Petter
Calles, Olle
Forseth, Torbjørn
spellingShingle Szabo-Meszaros, Marcell
Silva, Ana T.
Bærum, Kim Magnus
Baktoft, Henrik
Alfredsen, Knut
Hedger, Richard David
Økland, Finn
Gjelland, Karl Øystein
Fjeldstad, Hans-Petter
Calles, Olle
Forseth, Torbjørn
Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts
author_facet Szabo-Meszaros, Marcell
Silva, Ana T.
Bærum, Kim Magnus
Baktoft, Henrik
Alfredsen, Knut
Hedger, Richard David
Økland, Finn
Gjelland, Karl Øystein
Fjeldstad, Hans-Petter
Calles, Olle
Forseth, Torbjørn
author_sort Szabo-Meszaros, Marcell
title Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts
title_short Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts
title_full Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts
title_fullStr Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts
title_full_unstemmed Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts
title_sort validation of a swimming direction model for the downstream migration of atlantic salmon smolts
publisher MDPI
publishDate 2021
url https://hdl.handle.net/11250/2740548
https://doi.org/10.3390/w13091230
long_lat ENVELOPE(9.831,9.831,63.311,63.311)
geographic Norway
Orkla
geographic_facet Norway
Orkla
genre Atlantic salmon
genre_facet Atlantic salmon
op_source 13
Water
9
op_relation Norges forskningsråd: 244022
Norges forskningsråd: 257588
urn:issn:2073-4441
https://hdl.handle.net/11250/2740548
https://doi.org/10.3390/w13091230
cristin:1907160
op_rights Navngivelse 4.0 Internasjonal
http://creativecommons.org/licenses/by/4.0/deed.no
op_rightsnorm CC-BY
op_doi https://doi.org/10.3390/w13091230
container_title Water
container_volume 13
container_issue 9
container_start_page 1230
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