Environmental DNA reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft and hard-bottom habitats

Accurate knowledge on spatiotemporal distributions of marine species and their association with surrounding habitats is crucial to inform adaptive management actions responding to coastal degradation across the globe. Here, we investigate the potential use of environmental DNA (eDNA) to detect speci...

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Main Authors: Wilms, Tim J.G., Jacobsen, Magnus W., Hansen, Brian K., Baktoft, Henrik, Bollhorn, Johan, Scharff-Olsen, Camilla H., Bertelsen, Jeannet L., García, Enrique García-Argudo, Støttrup, Josianne G., Nielsen, Einar E., Svendsen, Jon C.
Format: Software
Language:unknown
Published: 2022
Subjects:
Online Access:https://zenodo.org/record/6505457
https://doi.org/10.5281/zenodo.6505457
id ftzenodo:oai:zenodo.org:6505457
record_format openpolar
spelling ftzenodo:oai:zenodo.org:6505457 2023-05-15T15:27:50+02:00 Environmental DNA reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft and hard-bottom habitats Wilms, Tim J.G. Jacobsen, Magnus W. Hansen, Brian K. Baktoft, Henrik Bollhorn, Johan Scharff-Olsen, Camilla H. Bertelsen, Jeannet L. García, Enrique García-Argudo Støttrup, Josianne G. Nielsen, Einar E. Svendsen, Jon C. 2022-09-13 https://zenodo.org/record/6505457 https://doi.org/10.5281/zenodo.6505457 unknown doi:10.5061/dryad.69p8cz93p doi:10.5281/zenodo.6505456 https://zenodo.org/communities/dryad https://zenodo.org/record/6505457 https://doi.org/10.5281/zenodo.6505457 oai:zenodo.org:6505457 info:eu-repo/semantics/openAccess https://opensource.org/licenses/MIT eDNA sampling Baited Remote Underwater Video System (BRUVS) Species mobility Species-habitat associations Baltic Sea qPCR goldsinny wrasse Atlantic cod European flounder European plaice Gadus morhua Ctenolabrus rupestris Platichthys flesus Pleuronectes platessa Bayesian modeling info:eu-repo/semantics/other software 2022 ftzenodo https://doi.org/10.5281/zenodo.650545710.5061/dryad.69p8cz93p10.5281/zenodo.6505456 2023-03-10T20:32:36Z Accurate knowledge on spatiotemporal distributions of marine species and their association with surrounding habitats is crucial to inform adaptive management actions responding to coastal degradation across the globe. Here, we investigate the potential use of environmental DNA (eDNA) to detect species-habitat associations in a patchy coastal area of the Baltic Sea. We directly compare species-specific qPCR analysis of eDNA with baited remote underwater video systems (BRUVS), two non-invasive methods widely used to monitor marine habitats. Four focal species (cod Gadus morhua, flounder Platichthys flesus, plaice Pleuronectes platessa and goldsinny wrasse Ctenolabrus rupestris) were selected based on contrasting habitat associations (reef- vs. sand-associated species), as well as differential levels of mobility and residency, to investigate whether these factors affected the detection of species-habitat associations from eDNA. To this end, a species-specific qPCR assay for goldsinny wrasse is developed and made available herein. In addition, potential correlations between eDNA signals and abundance counts (MaxN) from videos were assessed. Results from Bayesian multi-level models revealed strong evidence for a sand association for sedentary flounder (98% posterior probability) and a reef association for highly resident wrasse (99% posterior probability) using eDNA, in agreement with BRUVS. However, contrary to BRUVS, eDNA sampling did not detect habitat associations for cod or plaice. We found a positive correlation between eDNA detection and MaxN for wrasse (posterior probability 95%), but not for the remaining species and explanatory power of all relationships was generally limited. Our results indicate that eDNA sampling can detect species-habitat associations on a fine spatial scale, yet this ability likely depends on the mobility and residency of the target organism, with associations for sedentary or resident species most likely to be detected. Combined sampling with conventional non-invasive methods is ... Software atlantic cod Gadus morhua Zenodo
institution Open Polar
collection Zenodo
op_collection_id ftzenodo
language unknown
topic eDNA sampling
Baited Remote Underwater Video System (BRUVS)
Species mobility
Species-habitat associations
Baltic Sea
qPCR
goldsinny wrasse
Atlantic cod
European flounder
European plaice
Gadus morhua
Ctenolabrus rupestris
Platichthys flesus
Pleuronectes platessa
Bayesian modeling
spellingShingle eDNA sampling
Baited Remote Underwater Video System (BRUVS)
Species mobility
Species-habitat associations
Baltic Sea
qPCR
goldsinny wrasse
Atlantic cod
European flounder
European plaice
Gadus morhua
Ctenolabrus rupestris
Platichthys flesus
Pleuronectes platessa
Bayesian modeling
Wilms, Tim J.G.
Jacobsen, Magnus W.
Hansen, Brian K.
Baktoft, Henrik
Bollhorn, Johan
Scharff-Olsen, Camilla H.
Bertelsen, Jeannet L.
García, Enrique García-Argudo
Støttrup, Josianne G.
Nielsen, Einar E.
Svendsen, Jon C.
Environmental DNA reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft and hard-bottom habitats
topic_facet eDNA sampling
Baited Remote Underwater Video System (BRUVS)
Species mobility
Species-habitat associations
Baltic Sea
qPCR
goldsinny wrasse
Atlantic cod
European flounder
European plaice
Gadus morhua
Ctenolabrus rupestris
Platichthys flesus
Pleuronectes platessa
Bayesian modeling
description Accurate knowledge on spatiotemporal distributions of marine species and their association with surrounding habitats is crucial to inform adaptive management actions responding to coastal degradation across the globe. Here, we investigate the potential use of environmental DNA (eDNA) to detect species-habitat associations in a patchy coastal area of the Baltic Sea. We directly compare species-specific qPCR analysis of eDNA with baited remote underwater video systems (BRUVS), two non-invasive methods widely used to monitor marine habitats. Four focal species (cod Gadus morhua, flounder Platichthys flesus, plaice Pleuronectes platessa and goldsinny wrasse Ctenolabrus rupestris) were selected based on contrasting habitat associations (reef- vs. sand-associated species), as well as differential levels of mobility and residency, to investigate whether these factors affected the detection of species-habitat associations from eDNA. To this end, a species-specific qPCR assay for goldsinny wrasse is developed and made available herein. In addition, potential correlations between eDNA signals and abundance counts (MaxN) from videos were assessed. Results from Bayesian multi-level models revealed strong evidence for a sand association for sedentary flounder (98% posterior probability) and a reef association for highly resident wrasse (99% posterior probability) using eDNA, in agreement with BRUVS. However, contrary to BRUVS, eDNA sampling did not detect habitat associations for cod or plaice. We found a positive correlation between eDNA detection and MaxN for wrasse (posterior probability 95%), but not for the remaining species and explanatory power of all relationships was generally limited. Our results indicate that eDNA sampling can detect species-habitat associations on a fine spatial scale, yet this ability likely depends on the mobility and residency of the target organism, with associations for sedentary or resident species most likely to be detected. Combined sampling with conventional non-invasive methods is ...
format Software
author Wilms, Tim J.G.
Jacobsen, Magnus W.
Hansen, Brian K.
Baktoft, Henrik
Bollhorn, Johan
Scharff-Olsen, Camilla H.
Bertelsen, Jeannet L.
García, Enrique García-Argudo
Støttrup, Josianne G.
Nielsen, Einar E.
Svendsen, Jon C.
author_facet Wilms, Tim J.G.
Jacobsen, Magnus W.
Hansen, Brian K.
Baktoft, Henrik
Bollhorn, Johan
Scharff-Olsen, Camilla H.
Bertelsen, Jeannet L.
García, Enrique García-Argudo
Støttrup, Josianne G.
Nielsen, Einar E.
Svendsen, Jon C.
author_sort Wilms, Tim J.G.
title Environmental DNA reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft and hard-bottom habitats
title_short Environmental DNA reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft and hard-bottom habitats
title_full Environmental DNA reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft and hard-bottom habitats
title_fullStr Environmental DNA reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft and hard-bottom habitats
title_full_unstemmed Environmental DNA reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft and hard-bottom habitats
title_sort environmental dna reveals fine-scale habitat associations for sedentary and resident marine species across a coastal mosaic of soft and hard-bottom habitats
publishDate 2022
url https://zenodo.org/record/6505457
https://doi.org/10.5281/zenodo.6505457
genre atlantic cod
Gadus morhua
genre_facet atlantic cod
Gadus morhua
op_relation doi:10.5061/dryad.69p8cz93p
doi:10.5281/zenodo.6505456
https://zenodo.org/communities/dryad
https://zenodo.org/record/6505457
https://doi.org/10.5281/zenodo.6505457
oai:zenodo.org:6505457
op_rights info:eu-repo/semantics/openAccess
https://opensource.org/licenses/MIT
op_doi https://doi.org/10.5281/zenodo.650545710.5061/dryad.69p8cz93p10.5281/zenodo.6505456
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