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: Marcell Szabo-Meszaros, Ana Silva, Kim Bærum, Henrik Baktoft, Knut Alfredsen, Richard Hedger, Finn Økland, Karl Gjelland, Hans-Petter Fjeldstad, Olle Calles, Torbjørn Forseth
Format: Text
Language:English
Published: Multidisciplinary Digital Publishing Institute 2021
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Online Access:https://doi.org/10.3390/w13091230
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author Marcell Szabo-Meszaros
Ana Silva
Kim Bærum
Henrik Baktoft
Knut Alfredsen
Richard Hedger
Finn Økland
Karl Gjelland
Hans-Petter Fjeldstad
Olle Calles
Torbjørn Forseth
author_facet Marcell Szabo-Meszaros
Ana Silva
Kim Bærum
Henrik Baktoft
Knut Alfredsen
Richard Hedger
Finn Økland
Karl Gjelland
Hans-Petter Fjeldstad
Olle Calles
Torbjørn Forseth
author_sort Marcell Szabo-Meszaros
collection MDPI Open Access Publishing
container_issue 9
container_start_page 1230
container_title Water
container_volume 13
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.
format Text
genre Atlantic salmon
genre_facet Atlantic salmon
geographic Norway
Orkla
geographic_facet Norway
Orkla
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op_doi https://doi.org/10.3390/w13091230
op_relation Hydraulics and Hydrodynamics
https://dx.doi.org/10.3390/w13091230
op_rights https://creativecommons.org/licenses/by/4.0/
op_source Water; Volume 13; Issue 9; Pages: 1230
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spelling ftmdpi:oai:mdpi.com:/2073-4441/13/9/1230/ 2025-01-16T21:04:20+00:00 Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts Marcell Szabo-Meszaros Ana Silva Kim Bærum Henrik Baktoft Knut Alfredsen Richard Hedger Finn Økland Karl Gjelland Hans-Petter Fjeldstad Olle Calles Torbjørn Forseth agris 2021-04-28 application/pdf https://doi.org/10.3390/w13091230 EN eng Multidisciplinary Digital Publishing Institute Hydraulics and Hydrodynamics https://dx.doi.org/10.3390/w13091230 https://creativecommons.org/licenses/by/4.0/ Water; Volume 13; Issue 9; Pages: 1230 etho-hydraulics 2D telemetry CFD modeling Text 2021 ftmdpi https://doi.org/10.3390/w13091230 2023-08-01T01:36:47Z 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. Text Atlantic salmon MDPI Open Access Publishing Norway Orkla ENVELOPE(9.831,9.831,63.311,63.311) Water 13 9 1230
spellingShingle etho-hydraulics
2D telemetry
CFD modeling
Marcell Szabo-Meszaros
Ana Silva
Kim Bærum
Henrik Baktoft
Knut Alfredsen
Richard Hedger
Finn Økland
Karl Gjelland
Hans-Petter Fjeldstad
Olle Calles
Torbjørn Forseth
Validation of a Swimming Direction Model for the Downstream Migration of Atlantic Salmon Smolts
title 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_short 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
topic etho-hydraulics
2D telemetry
CFD modeling
topic_facet etho-hydraulics
2D telemetry
CFD modeling
url https://doi.org/10.3390/w13091230