Potential of Otolith Microchemistry to Distinguish Nursery Areas of Salmon within River Simojoki

Draining into the northern Baltic Sea, River Simojoki is an important spawning river for Atlantic salmon. The present study aimed to preliminary explore the potential of analysing the elemental composition of otoliths to distinguish the within-river nursery area of origin for salmon. Parr were sampl...

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Published in:Fishes
Main Authors: Viktor Finnäs, Erkki Jokikokko, Jan-Olof Lill, Yann Lahaye, Henry Hägerstrand, Kai Lindström
Format: Article in Journal/Newspaper
Language:English
Published: MDPI AG 2023
Subjects:
Online Access:https://doi.org/10.3390/fishes8060332
https://doaj.org/article/b346a752323c45b89c3ed94723ef2ed2
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spelling ftdoajarticles:oai:doaj.org/article:b346a752323c45b89c3ed94723ef2ed2 2023-07-23T04:18:23+02:00 Potential of Otolith Microchemistry to Distinguish Nursery Areas of Salmon within River Simojoki Viktor Finnäs Erkki Jokikokko Jan-Olof Lill Yann Lahaye Henry Hägerstrand Kai Lindström 2023-06-01T00:00:00Z https://doi.org/10.3390/fishes8060332 https://doaj.org/article/b346a752323c45b89c3ed94723ef2ed2 EN eng MDPI AG https://www.mdpi.com/2410-3888/8/6/332 https://doaj.org/toc/2410-3888 doi:10.3390/fishes8060332 2410-3888 https://doaj.org/article/b346a752323c45b89c3ed94723ef2ed2 Fishes, Vol 8, Iss 332, p 332 (2023) otolith salmon random forests discriminant function analysis Biology (General) QH301-705.5 Genetics QH426-470 article 2023 ftdoajarticles https://doi.org/10.3390/fishes8060332 2023-07-02T00:38:22Z Draining into the northern Baltic Sea, River Simojoki is an important spawning river for Atlantic salmon. The present study aimed to preliminary explore the potential of analysing the elemental composition of otoliths to distinguish the within-river nursery area of origin for salmon. Parr were sampled at three nursery areas in the river and smolts of unknown origin were sampled near the river mouth during the migration to the sea. The concentrations of multiple elements and the strontium 87 Sr/ 86 Sr isotopic ratio in the otoliths were analysed using single- and multi-collector laser ablation inductively coupled plasma mass spectrometry, respectively. Based on the otolith elemental variables, parr could be reclassified to the sampled nursery areas using discriminant function analysis and random forest with a success rate of 53.3% and 63.3%, respectively. However, for parr sampled at the uppermost nursery area in the river, the success rates were 90% and 100%, respectively. Applying the classification models trained on the parr samples to determine which nursery area sampled smolt originated from was constrained by the limited sampling of parr, both in sample sizes and the coverage of the nursery areas found in the river. Article in Journal/Newspaper Atlantic salmon Directory of Open Access Journals: DOAJ Articles Simojoki ENVELOPE(25.050,25.050,65.617,65.617) Fishes 8 6 332
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic otolith
salmon
random forests
discriminant function analysis
Biology (General)
QH301-705.5
Genetics
QH426-470
spellingShingle otolith
salmon
random forests
discriminant function analysis
Biology (General)
QH301-705.5
Genetics
QH426-470
Viktor Finnäs
Erkki Jokikokko
Jan-Olof Lill
Yann Lahaye
Henry Hägerstrand
Kai Lindström
Potential of Otolith Microchemistry to Distinguish Nursery Areas of Salmon within River Simojoki
topic_facet otolith
salmon
random forests
discriminant function analysis
Biology (General)
QH301-705.5
Genetics
QH426-470
description Draining into the northern Baltic Sea, River Simojoki is an important spawning river for Atlantic salmon. The present study aimed to preliminary explore the potential of analysing the elemental composition of otoliths to distinguish the within-river nursery area of origin for salmon. Parr were sampled at three nursery areas in the river and smolts of unknown origin were sampled near the river mouth during the migration to the sea. The concentrations of multiple elements and the strontium 87 Sr/ 86 Sr isotopic ratio in the otoliths were analysed using single- and multi-collector laser ablation inductively coupled plasma mass spectrometry, respectively. Based on the otolith elemental variables, parr could be reclassified to the sampled nursery areas using discriminant function analysis and random forest with a success rate of 53.3% and 63.3%, respectively. However, for parr sampled at the uppermost nursery area in the river, the success rates were 90% and 100%, respectively. Applying the classification models trained on the parr samples to determine which nursery area sampled smolt originated from was constrained by the limited sampling of parr, both in sample sizes and the coverage of the nursery areas found in the river.
format Article in Journal/Newspaper
author Viktor Finnäs
Erkki Jokikokko
Jan-Olof Lill
Yann Lahaye
Henry Hägerstrand
Kai Lindström
author_facet Viktor Finnäs
Erkki Jokikokko
Jan-Olof Lill
Yann Lahaye
Henry Hägerstrand
Kai Lindström
author_sort Viktor Finnäs
title Potential of Otolith Microchemistry to Distinguish Nursery Areas of Salmon within River Simojoki
title_short Potential of Otolith Microchemistry to Distinguish Nursery Areas of Salmon within River Simojoki
title_full Potential of Otolith Microchemistry to Distinguish Nursery Areas of Salmon within River Simojoki
title_fullStr Potential of Otolith Microchemistry to Distinguish Nursery Areas of Salmon within River Simojoki
title_full_unstemmed Potential of Otolith Microchemistry to Distinguish Nursery Areas of Salmon within River Simojoki
title_sort potential of otolith microchemistry to distinguish nursery areas of salmon within river simojoki
publisher MDPI AG
publishDate 2023
url https://doi.org/10.3390/fishes8060332
https://doaj.org/article/b346a752323c45b89c3ed94723ef2ed2
long_lat ENVELOPE(25.050,25.050,65.617,65.617)
geographic Simojoki
geographic_facet Simojoki
genre Atlantic salmon
genre_facet Atlantic salmon
op_source Fishes, Vol 8, Iss 332, p 332 (2023)
op_relation https://www.mdpi.com/2410-3888/8/6/332
https://doaj.org/toc/2410-3888
doi:10.3390/fishes8060332
2410-3888
https://doaj.org/article/b346a752323c45b89c3ed94723ef2ed2
op_doi https://doi.org/10.3390/fishes8060332
container_title Fishes
container_volume 8
container_issue 6
container_start_page 332
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