Strong and weak trait–environment associations in subarctic stream diatoms

Publisher Copyright: © 2024 The Author(s). Freshwater Biology published by John Wiley & Sons Ecological traits are functional characteristics measurable at the species level and provide valuable insights into how organisms respond to environmental constraints. Here, we investigated how diatom tr...

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Published in:Freshwater Biology
Main Authors: Castañeda Gómez, Laura, Wang, Jianjun, Pérez-Burillo, Javier, Pajunen, Virpi, Sillanpää, Mika, Soininen, Janne
Other Authors: Department of Built Environment, Water and Environmental Eng., University of Helsinki, CAS - Nanjing Institute of Geography and Limnology, Gulf University for Science and Technology, Aalto-yliopisto, Aalto University
Format: Article in Journal/Newspaper
Language:English
Published: Wiley-Blackwell 2024
Subjects:
Online Access:https://aaltodoc.aalto.fi/handle/123456789/129613
https://doi.org/10.1111/fwb.14291
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spelling ftaaltouniv:oai:aaltodoc.aalto.fi:123456789/129613 2024-09-15T18:37:55+00:00 Strong and weak trait–environment associations in subarctic stream diatoms Castañeda Gómez, Laura Wang, Jianjun Pérez-Burillo, Javier Pajunen, Virpi Sillanpää, Mika Soininen, Janne Department of Built Environment Water and Environmental Eng. University of Helsinki CAS - Nanjing Institute of Geography and Limnology Gulf University for Science and Technology Aalto-yliopisto Aalto University 2024-08 9 application/pdf https://aaltodoc.aalto.fi/handle/123456789/129613 https://doi.org/10.1111/fwb.14291 en eng Wiley-Blackwell Freshwater Biology Volume 69, issue 8, pp. 1084-1092 Castañeda Gómez, L, Wang, J, Pérez-Burillo, J, Pajunen, V, Sillanpää, M & Soininen, J 2024, ' Strong and weak trait–environment associations in subarctic stream diatoms ', Freshwater Biology, vol. 69, no. 8, pp. 1084-1092 . https://doi.org/10.1111/fwb.14291 0046-5070 PURE UUID: 1dffa814-df7f-4ccc-b430-d5b4fc90ae2f PURE ITEMURL: https://research.aalto.fi/en/publications/1dffa814-df7f-4ccc-b430-d5b4fc90ae2f PURE LINK: http://www.scopus.com/inward/record.url?scp=85196627425&partnerID=8YFLogxK PURE FILEURL: https://research.aalto.fi/files/153144424/Freshwater_Biology_-_2024_-_Casta_eda_G_mez_-_Strong_and_weak_trait_environment_associations_in_subarctic_stream_diatoms.pdf https://aaltodoc.aalto.fi/handle/123456789/129613 URN:NBN:fi:aalto-202408065186 doi:10.1111/fwb.14291 openAccess algae diatoms joint species distribution modelling subarctic streams traits A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä publishedVersion 2024 ftaaltouniv https://doi.org/10.1111/fwb.14291 2024-08-13T23:39:34Z Publisher Copyright: © 2024 The Author(s). Freshwater Biology published by John Wiley & Sons Ecological traits are functional characteristics measurable at the species level and provide valuable insights into how organisms respond to environmental constraints. Here, we investigated how diatom trait-groups and individual species respond to environmental variables, and identified indicator species that are particularly sensitive to environmental variation. Diatoms were sampled at 129 sites in the subarctic streams of Norwegian islands and mainland, and were categorised into three trait groups: high-profile species that live in an erect position, low-profile species living in low position along the surface, and motile diatoms. Data were analysed using a recently developed method known as Hierarchical Modelling of Species Communities, which is a flexible framework for joint species distribution modelling. We found that diatom trait-groups responded relatively weakly to measured environmental variables but showed positive or negative relationships with major ion levels of the water (e.g., conductivity, calcium [Ca2+], sodium [Na+] or chlorine [Cl−]). Variance partitioning showed a similar, important contribution of the chemical variables for all of the trait groups, while the contributions of physical variables and especially random (spatial) factors were notably lower for all trait groups. Our findings also highlighted considerable among-species variation in their relation to environmental variables within the trait groups. Notably, we identified a high number of indicator species within each trait group that were explained by specific environmental factors, mostly chemical variables (conductivity, pH, total nitrogen and phosphorus, Ca2+, Na+, Cl−). Our study suggests that certain diatom species can be considered as useful environmental indicators but the variability in species preferences within the trait group may in some circumstances hamper the use of ecological traits in environmental assessments. Thus, ... Article in Journal/Newspaper Subarctic Aalto University Publication Archive (Aaltodoc) Freshwater Biology 69 8 1084 1092
institution Open Polar
collection Aalto University Publication Archive (Aaltodoc)
op_collection_id ftaaltouniv
language English
topic algae
diatoms
joint species distribution modelling
subarctic streams
traits
spellingShingle algae
diatoms
joint species distribution modelling
subarctic streams
traits
Castañeda Gómez, Laura
Wang, Jianjun
Pérez-Burillo, Javier
Pajunen, Virpi
Sillanpää, Mika
Soininen, Janne
Strong and weak trait–environment associations in subarctic stream diatoms
topic_facet algae
diatoms
joint species distribution modelling
subarctic streams
traits
description Publisher Copyright: © 2024 The Author(s). Freshwater Biology published by John Wiley & Sons Ecological traits are functional characteristics measurable at the species level and provide valuable insights into how organisms respond to environmental constraints. Here, we investigated how diatom trait-groups and individual species respond to environmental variables, and identified indicator species that are particularly sensitive to environmental variation. Diatoms were sampled at 129 sites in the subarctic streams of Norwegian islands and mainland, and were categorised into three trait groups: high-profile species that live in an erect position, low-profile species living in low position along the surface, and motile diatoms. Data were analysed using a recently developed method known as Hierarchical Modelling of Species Communities, which is a flexible framework for joint species distribution modelling. We found that diatom trait-groups responded relatively weakly to measured environmental variables but showed positive or negative relationships with major ion levels of the water (e.g., conductivity, calcium [Ca2+], sodium [Na+] or chlorine [Cl−]). Variance partitioning showed a similar, important contribution of the chemical variables for all of the trait groups, while the contributions of physical variables and especially random (spatial) factors were notably lower for all trait groups. Our findings also highlighted considerable among-species variation in their relation to environmental variables within the trait groups. Notably, we identified a high number of indicator species within each trait group that were explained by specific environmental factors, mostly chemical variables (conductivity, pH, total nitrogen and phosphorus, Ca2+, Na+, Cl−). Our study suggests that certain diatom species can be considered as useful environmental indicators but the variability in species preferences within the trait group may in some circumstances hamper the use of ecological traits in environmental assessments. Thus, ...
author2 Department of Built Environment
Water and Environmental Eng.
University of Helsinki
CAS - Nanjing Institute of Geography and Limnology
Gulf University for Science and Technology
Aalto-yliopisto
Aalto University
format Article in Journal/Newspaper
author Castañeda Gómez, Laura
Wang, Jianjun
Pérez-Burillo, Javier
Pajunen, Virpi
Sillanpää, Mika
Soininen, Janne
author_facet Castañeda Gómez, Laura
Wang, Jianjun
Pérez-Burillo, Javier
Pajunen, Virpi
Sillanpää, Mika
Soininen, Janne
author_sort Castañeda Gómez, Laura
title Strong and weak trait–environment associations in subarctic stream diatoms
title_short Strong and weak trait–environment associations in subarctic stream diatoms
title_full Strong and weak trait–environment associations in subarctic stream diatoms
title_fullStr Strong and weak trait–environment associations in subarctic stream diatoms
title_full_unstemmed Strong and weak trait–environment associations in subarctic stream diatoms
title_sort strong and weak trait–environment associations in subarctic stream diatoms
publisher Wiley-Blackwell
publishDate 2024
url https://aaltodoc.aalto.fi/handle/123456789/129613
https://doi.org/10.1111/fwb.14291
genre Subarctic
genre_facet Subarctic
op_relation Freshwater Biology
Volume 69, issue 8, pp. 1084-1092
Castañeda Gómez, L, Wang, J, Pérez-Burillo, J, Pajunen, V, Sillanpää, M & Soininen, J 2024, ' Strong and weak trait–environment associations in subarctic stream diatoms ', Freshwater Biology, vol. 69, no. 8, pp. 1084-1092 . https://doi.org/10.1111/fwb.14291
0046-5070
PURE UUID: 1dffa814-df7f-4ccc-b430-d5b4fc90ae2f
PURE ITEMURL: https://research.aalto.fi/en/publications/1dffa814-df7f-4ccc-b430-d5b4fc90ae2f
PURE LINK: http://www.scopus.com/inward/record.url?scp=85196627425&partnerID=8YFLogxK
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https://aaltodoc.aalto.fi/handle/123456789/129613
URN:NBN:fi:aalto-202408065186
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