Including environmental covariates clarifies the relationship between endangered Atlantic salmon ( Salmo salar ) abundance and environmental <scp>DNA</scp>

Abstract Collecting environmental DNA (eDNA) as a nonlethal sampling approach has been valuable in detecting the presence/absence of many imperiled taxa; however, its application to indicate species abundance poses many challenges. A deeper understanding of eDNA dynamics in aquatic systems is requir...

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Published in:Environmental DNA
Main Authors: Morrison, Melissa K., Lacoursière‐Roussel, Anaïs, Wood, Zachary T., Trudel, Marc, Gagné, Nellie, LeBlanc, Francis, Samways, Kurt, Kinnison, Michael T., Pavey, Scott A.
Other Authors: Canada Foundation for Innovation, Canada Research Chairs, Fisheries and Oceans Canada, Natural Sciences and Engineering Research Council of Canada, New Brunswick Innovation Foundation
Format: Article in Journal/Newspaper
Language:English
Published: Wiley 2023
Subjects:
Online Access:http://dx.doi.org/10.1002/edn3.424
https://onlinelibrary.wiley.com/doi/pdf/10.1002/edn3.424
id crwiley:10.1002/edn3.424
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spelling crwiley:10.1002/edn3.424 2024-04-07T07:51:08+00:00 Including environmental covariates clarifies the relationship between endangered Atlantic salmon ( Salmo salar ) abundance and environmental <scp>DNA</scp> Morrison, Melissa K. Lacoursière‐Roussel, Anaïs Wood, Zachary T. Trudel, Marc Gagné, Nellie LeBlanc, Francis Samways, Kurt Kinnison, Michael T. Pavey, Scott A. Canada Foundation for Innovation Canada Research Chairs Fisheries and Oceans Canada Natural Sciences and Engineering Research Council of Canada New Brunswick Innovation Foundation 2023 http://dx.doi.org/10.1002/edn3.424 https://onlinelibrary.wiley.com/doi/pdf/10.1002/edn3.424 en eng Wiley http://creativecommons.org/licenses/by-nc-nd/4.0/ Environmental DNA volume 5, issue 5, page 987-1003 ISSN 2637-4943 2637-4943 Genetics Ecology Ecology, Evolution, Behavior and Systematics journal-article 2023 crwiley https://doi.org/10.1002/edn3.424 2024-03-08T03:52:58Z Abstract Collecting environmental DNA (eDNA) as a nonlethal sampling approach has been valuable in detecting the presence/absence of many imperiled taxa; however, its application to indicate species abundance poses many challenges. A deeper understanding of eDNA dynamics in aquatic systems is required to better interpret the substantial variability often associated with eDNA samples. Our sampling design took advantage of natural variation in juvenile Atlantic salmon ( Salmo salar ) distribution and abundance along 9 km of a single river in the Province of New Brunswick (Canada), covering different spatial and temporal scales to address the unknown seasonal impacts of environmental variables on the quantitative relationship between eDNA concentration and species abundance. First, we asked whether accounting for environmental variables strengthened the relationship between eDNA and salmon abundance by sampling eDNA during their spring seaward migration. Second, we asked how environmental variables affected eDNA dynamics during the summer as the parr abundance remained relatively constant. Spring eDNA samples were collected over a 6‐week period (12 times) near a rotary screw trap that captured approximately 18.6% of migrating smolts, whereas summer sampling occurred (i) at three distinct salmon habitats (9 times) and (ii) along the full 9 km (3 times). We modeled eDNA concentration as a product of fish abundance and environmental variables, demonstrating that (1) with inclusion of abundance and environmental covariates, eDNA was highly correlated with spring smolt abundance and (2) the relationships among environmental covariates and eDNA were affected by seasonal variation with relatively constant parr abundance in summer. Our findings underscore that with appropriate study design that accounts for seasonal environmental variation and life history phenology, eDNA salmon population assessments may have the potential to evaluate abundance fluctuations in spring and summer. Article in Journal/Newspaper Atlantic salmon Salmo salar Wiley Online Library Canada Environmental DNA
institution Open Polar
collection Wiley Online Library
op_collection_id crwiley
language English
topic Genetics
Ecology
Ecology, Evolution, Behavior and Systematics
spellingShingle Genetics
Ecology
Ecology, Evolution, Behavior and Systematics
Morrison, Melissa K.
Lacoursière‐Roussel, Anaïs
Wood, Zachary T.
Trudel, Marc
Gagné, Nellie
LeBlanc, Francis
Samways, Kurt
Kinnison, Michael T.
Pavey, Scott A.
Including environmental covariates clarifies the relationship between endangered Atlantic salmon ( Salmo salar ) abundance and environmental <scp>DNA</scp>
topic_facet Genetics
Ecology
Ecology, Evolution, Behavior and Systematics
description Abstract Collecting environmental DNA (eDNA) as a nonlethal sampling approach has been valuable in detecting the presence/absence of many imperiled taxa; however, its application to indicate species abundance poses many challenges. A deeper understanding of eDNA dynamics in aquatic systems is required to better interpret the substantial variability often associated with eDNA samples. Our sampling design took advantage of natural variation in juvenile Atlantic salmon ( Salmo salar ) distribution and abundance along 9 km of a single river in the Province of New Brunswick (Canada), covering different spatial and temporal scales to address the unknown seasonal impacts of environmental variables on the quantitative relationship between eDNA concentration and species abundance. First, we asked whether accounting for environmental variables strengthened the relationship between eDNA and salmon abundance by sampling eDNA during their spring seaward migration. Second, we asked how environmental variables affected eDNA dynamics during the summer as the parr abundance remained relatively constant. Spring eDNA samples were collected over a 6‐week period (12 times) near a rotary screw trap that captured approximately 18.6% of migrating smolts, whereas summer sampling occurred (i) at three distinct salmon habitats (9 times) and (ii) along the full 9 km (3 times). We modeled eDNA concentration as a product of fish abundance and environmental variables, demonstrating that (1) with inclusion of abundance and environmental covariates, eDNA was highly correlated with spring smolt abundance and (2) the relationships among environmental covariates and eDNA were affected by seasonal variation with relatively constant parr abundance in summer. Our findings underscore that with appropriate study design that accounts for seasonal environmental variation and life history phenology, eDNA salmon population assessments may have the potential to evaluate abundance fluctuations in spring and summer.
author2 Canada Foundation for Innovation
Canada Research Chairs
Fisheries and Oceans Canada
Natural Sciences and Engineering Research Council of Canada
New Brunswick Innovation Foundation
format Article in Journal/Newspaper
author Morrison, Melissa K.
Lacoursière‐Roussel, Anaïs
Wood, Zachary T.
Trudel, Marc
Gagné, Nellie
LeBlanc, Francis
Samways, Kurt
Kinnison, Michael T.
Pavey, Scott A.
author_facet Morrison, Melissa K.
Lacoursière‐Roussel, Anaïs
Wood, Zachary T.
Trudel, Marc
Gagné, Nellie
LeBlanc, Francis
Samways, Kurt
Kinnison, Michael T.
Pavey, Scott A.
author_sort Morrison, Melissa K.
title Including environmental covariates clarifies the relationship between endangered Atlantic salmon ( Salmo salar ) abundance and environmental <scp>DNA</scp>
title_short Including environmental covariates clarifies the relationship between endangered Atlantic salmon ( Salmo salar ) abundance and environmental <scp>DNA</scp>
title_full Including environmental covariates clarifies the relationship between endangered Atlantic salmon ( Salmo salar ) abundance and environmental <scp>DNA</scp>
title_fullStr Including environmental covariates clarifies the relationship between endangered Atlantic salmon ( Salmo salar ) abundance and environmental <scp>DNA</scp>
title_full_unstemmed Including environmental covariates clarifies the relationship between endangered Atlantic salmon ( Salmo salar ) abundance and environmental <scp>DNA</scp>
title_sort including environmental covariates clarifies the relationship between endangered atlantic salmon ( salmo salar ) abundance and environmental <scp>dna</scp>
publisher Wiley
publishDate 2023
url http://dx.doi.org/10.1002/edn3.424
https://onlinelibrary.wiley.com/doi/pdf/10.1002/edn3.424
geographic Canada
geographic_facet Canada
genre Atlantic salmon
Salmo salar
genre_facet Atlantic salmon
Salmo salar
op_source Environmental DNA
volume 5, issue 5, page 987-1003
ISSN 2637-4943 2637-4943
op_rights http://creativecommons.org/licenses/by-nc-nd/4.0/
op_doi https://doi.org/10.1002/edn3.424
container_title Environmental DNA
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