Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared

We developed and compared the performance of freshwater benthic diatom indices calculated from (i) traditional morphological species identification, (ii) Amplicon Sequence Variants (ASVs) obtained via DNA metabarcoding, and (iii) morphological traits to indicate eutrophication in rivers and lakes in...

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Main Authors: Kahlert, Maria, Bailet, Bonnie, Chonova, Teofana, Karjalainen, Satu Maaria, Schneider, Susanne C., Tapolczai, Kalman
Format: Article in Journal/Newspaper
Language:English
Published: 2021
Subjects:
Online Access:https://pub.epsilon.slu.se/25489/
https://pub.epsilon.slu.se/25489/1/kahlert_m_et_al_210923.pdf
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author Kahlert, Maria
Bailet, Bonnie
Chonova, Teofana
Karjalainen, Satu Maaria
Schneider, Susanne C.
Tapolczai, Kalman
author_facet Kahlert, Maria
Bailet, Bonnie
Chonova, Teofana
Karjalainen, Satu Maaria
Schneider, Susanne C.
Tapolczai, Kalman
author_sort Kahlert, Maria
collection Swedish University of Agricultural Sciences (SLU): Epsilon Open Archive
description We developed and compared the performance of freshwater benthic diatom indices calculated from (i) traditional morphological species identification, (ii) Amplicon Sequence Variants (ASVs) obtained via DNA metabarcoding, and (iii) morphological traits to indicate eutrophication in rivers and lakes in Fennoscandia. Based on the results, we provided recommendations for the future routine use of diatom bioassessment tools in environmental monitoring and assessment. Our results show that ASVs are the most promising candidates to be used in environmental assessment. Indices based on ASVs correlated better with TotP concentrations than morphological taxa data, whereas the trait indices correlated least. We could see by studying the taxonomic assignments of the ASVs that traditional morphotaxa were divided up into several ASVs with different ecological profiles, which explained part of the better index performance and also encourages further studies on diatom diversity and ecological preferences. In general, ASV- and morphotaxon-specific optima differed slightly between streams and lakes, but were significantly correlated with each other. This means that it should be possible to develop a common index that is applicable in both streams and lakes, but boundary values with respect to TotP might need to be set separately for them. More knowledge on diatom traits is required to enable their use for environmental assessment.
format Article in Journal/Newspaper
genre Fennoscandia
Fennoscandian
genre_facet Fennoscandia
Fennoscandian
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institution Open Polar
language English
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op_relation https://pub.epsilon.slu.se/25489/1/kahlert_m_et_al_210923.pdf
Kahlert, Maria and Bailet, Bonnie and Chonova, Teofana and Karjalainen, Satu Maaria and Schneider, Susanne C. and Tapolczai, Kalman (2021). Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared. Ecological Indicators. 130 , 108088 [Research article]
publishDate 2021
record_format openpolar
spelling ftslunivuppsala:oai:pub.epsilon.slu.se:25489 2025-04-27T14:28:42+00:00 Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared Kahlert, Maria Bailet, Bonnie Chonova, Teofana Karjalainen, Satu Maaria Schneider, Susanne C. Tapolczai, Kalman 2021 application/pdf https://pub.epsilon.slu.se/25489/ https://pub.epsilon.slu.se/25489/1/kahlert_m_et_al_210923.pdf en eng eng https://pub.epsilon.slu.se/25489/1/kahlert_m_et_al_210923.pdf Kahlert, Maria and Bailet, Bonnie and Chonova, Teofana and Karjalainen, Satu Maaria and Schneider, Susanne C. and Tapolczai, Kalman (2021). Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared. Ecological Indicators. 130 , 108088 [Research article] Environmental Sciences (social aspects to be 507) Research article NonPeerReviewed info:eu-repo/semantics/article 2021 ftslunivuppsala 2025-03-28T11:17:59Z We developed and compared the performance of freshwater benthic diatom indices calculated from (i) traditional morphological species identification, (ii) Amplicon Sequence Variants (ASVs) obtained via DNA metabarcoding, and (iii) morphological traits to indicate eutrophication in rivers and lakes in Fennoscandia. Based on the results, we provided recommendations for the future routine use of diatom bioassessment tools in environmental monitoring and assessment. Our results show that ASVs are the most promising candidates to be used in environmental assessment. Indices based on ASVs correlated better with TotP concentrations than morphological taxa data, whereas the trait indices correlated least. We could see by studying the taxonomic assignments of the ASVs that traditional morphotaxa were divided up into several ASVs with different ecological profiles, which explained part of the better index performance and also encourages further studies on diatom diversity and ecological preferences. In general, ASV- and morphotaxon-specific optima differed slightly between streams and lakes, but were significantly correlated with each other. This means that it should be possible to develop a common index that is applicable in both streams and lakes, but boundary values with respect to TotP might need to be set separately for them. More knowledge on diatom traits is required to enable their use for environmental assessment. Article in Journal/Newspaper Fennoscandia Fennoscandian Swedish University of Agricultural Sciences (SLU): Epsilon Open Archive
spellingShingle Environmental Sciences (social aspects to be 507)
Kahlert, Maria
Bailet, Bonnie
Chonova, Teofana
Karjalainen, Satu Maaria
Schneider, Susanne C.
Tapolczai, Kalman
Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared
title Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared
title_full Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared
title_fullStr Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared
title_full_unstemmed Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared
title_short Same same, but different: The response of diatoms to environmental gradients in Fennoscandian streams and lakes-barcodes, traits and microscope data compared
title_sort same same, but different: the response of diatoms to environmental gradients in fennoscandian streams and lakes-barcodes, traits and microscope data compared
topic Environmental Sciences (social aspects to be 507)
topic_facet Environmental Sciences (social aspects to be 507)
url https://pub.epsilon.slu.se/25489/
https://pub.epsilon.slu.se/25489/1/kahlert_m_et_al_210923.pdf