Predictors of long-term variability in NE Atlantic plankton communities

Anthropogenic pressures such as climate change and nutrient pollution are causing rapid changes in the marine environment. The relative influence of drivers of change on the plankton community remains uncertain, and this uncertainty is limiting our understanding of sustainable levels of human pressu...

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Published in:Science of The Total Environment
Main Authors: Holland, M, Atkinson, A, Best, M, Bresnan, E, Devlin, M, Goberville, E, Helaouët, P, Machairopoulou, M, Faith, M, Thompson, MSA
Format: Article in Journal/Newspaper
Language:unknown
Published: Elsevier 2024
Subjects:
Online Access:https://plymsea.ac.uk/id/eprint/10291/
https://www.sciencedirect.com/science/article/pii/S0048969724059497?via%3Dihub
https://doi.org/10.1016/j.scitotenv.2024.175793
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spelling ftplymouthml:oai:plymsea.ac.uk:10291 2024-09-30T14:39:53+00:00 Predictors of long-term variability in NE Atlantic plankton communities Holland, M Atkinson, A Best, M Bresnan, E Devlin, M Goberville, E Helaouët, P Machairopoulou, M Faith, M Thompson, MSA 2024-08-25 https://plymsea.ac.uk/id/eprint/10291/ https://www.sciencedirect.com/science/article/pii/S0048969724059497?via%3Dihub https://doi.org/10.1016/j.scitotenv.2024.175793 unknown Elsevier Holland, M, Atkinson, A, Best, M, Bresnan, E, Devlin, M, Goberville, E, Helaouët, P, Machairopoulou, M, Faith, M and Thompson, MSA 2024 Predictors of long-term variability in NE Atlantic plankton communities. Science of the Total Environment, 952. 16, pp. https://doi.org/10.1016/j.scitotenv.2024.175793 <https://doi.org/10.1016/j.scitotenv.2024.175793> Ecology and Environment Marine Sciences Publication - Article PeerReviewed 2024 ftplymouthml https://doi.org/10.1016/j.scitotenv.2024.175793 2024-09-10T23:55:17Z Anthropogenic pressures such as climate change and nutrient pollution are causing rapid changes in the marine environment. The relative influence of drivers of change on the plankton community remains uncertain, and this uncertainty is limiting our understanding of sustainable levels of human pressures. Plankton are the primary energy resource in marine food webs and respond rapidly to environmental changes, representing useful indicators of shifts in ecosystem structure and function. Categorising plankton into broad groups with similar characteristics, known as “lifeforms”, can be useful for understanding ecological patterns related to environmental change and for assessing the state of pelagic habitats in accordance with the EU Marine Strategy Framework Directive and the OSPAR Commission, which mandates protection of the North-East Atlantic. We analysed 29 years of Continuous Plankton Recorder data (1993–2021) from the North-East Atlantic to examine how trends in plankton lifeform abundance changed in relation to one another and across gradients of environmental change associated with human pressures. Random forest models predicted between 57 % and 80 % of the variability in lifeform abundance, based on data not used to train the models. Observed variability was mainly explained by trends in other lifeforms, with mainly positively correlated trends, indicating bottom-up control and/or shared responses to environmental variability were prevalent. Longitude, bathymetry, mixed layer depth, the nitrogen-to‑phosphorus ratio, and temperature were also significant predictors. However, contrasting influences of environmental drivers were detected. For example, small copepod abundance increased in warmer conditions whereas meroplankton, large copepods and fish larvae either decreased or were unchanged. Our findings highlight recent changes in stratification, reflected by variation in mixed layer depth, and imbalanced nutrient ratios are affecting multiple lifeforms, impacting the North-East Atlantic plankton community. ... Article in Journal/Newspaper North East Atlantic Copepods Plymouth Marine Science Electronic Archive (PlyMSEA - Plymouth Marine Laboratory, PML) Science of The Total Environment 952 175793
institution Open Polar
collection Plymouth Marine Science Electronic Archive (PlyMSEA - Plymouth Marine Laboratory, PML)
op_collection_id ftplymouthml
language unknown
topic Ecology and Environment
Marine Sciences
spellingShingle Ecology and Environment
Marine Sciences
Holland, M
Atkinson, A
Best, M
Bresnan, E
Devlin, M
Goberville, E
Helaouët, P
Machairopoulou, M
Faith, M
Thompson, MSA
Predictors of long-term variability in NE Atlantic plankton communities
topic_facet Ecology and Environment
Marine Sciences
description Anthropogenic pressures such as climate change and nutrient pollution are causing rapid changes in the marine environment. The relative influence of drivers of change on the plankton community remains uncertain, and this uncertainty is limiting our understanding of sustainable levels of human pressures. Plankton are the primary energy resource in marine food webs and respond rapidly to environmental changes, representing useful indicators of shifts in ecosystem structure and function. Categorising plankton into broad groups with similar characteristics, known as “lifeforms”, can be useful for understanding ecological patterns related to environmental change and for assessing the state of pelagic habitats in accordance with the EU Marine Strategy Framework Directive and the OSPAR Commission, which mandates protection of the North-East Atlantic. We analysed 29 years of Continuous Plankton Recorder data (1993–2021) from the North-East Atlantic to examine how trends in plankton lifeform abundance changed in relation to one another and across gradients of environmental change associated with human pressures. Random forest models predicted between 57 % and 80 % of the variability in lifeform abundance, based on data not used to train the models. Observed variability was mainly explained by trends in other lifeforms, with mainly positively correlated trends, indicating bottom-up control and/or shared responses to environmental variability were prevalent. Longitude, bathymetry, mixed layer depth, the nitrogen-to‑phosphorus ratio, and temperature were also significant predictors. However, contrasting influences of environmental drivers were detected. For example, small copepod abundance increased in warmer conditions whereas meroplankton, large copepods and fish larvae either decreased or were unchanged. Our findings highlight recent changes in stratification, reflected by variation in mixed layer depth, and imbalanced nutrient ratios are affecting multiple lifeforms, impacting the North-East Atlantic plankton community. ...
format Article in Journal/Newspaper
author Holland, M
Atkinson, A
Best, M
Bresnan, E
Devlin, M
Goberville, E
Helaouët, P
Machairopoulou, M
Faith, M
Thompson, MSA
author_facet Holland, M
Atkinson, A
Best, M
Bresnan, E
Devlin, M
Goberville, E
Helaouët, P
Machairopoulou, M
Faith, M
Thompson, MSA
author_sort Holland, M
title Predictors of long-term variability in NE Atlantic plankton communities
title_short Predictors of long-term variability in NE Atlantic plankton communities
title_full Predictors of long-term variability in NE Atlantic plankton communities
title_fullStr Predictors of long-term variability in NE Atlantic plankton communities
title_full_unstemmed Predictors of long-term variability in NE Atlantic plankton communities
title_sort predictors of long-term variability in ne atlantic plankton communities
publisher Elsevier
publishDate 2024
url https://plymsea.ac.uk/id/eprint/10291/
https://www.sciencedirect.com/science/article/pii/S0048969724059497?via%3Dihub
https://doi.org/10.1016/j.scitotenv.2024.175793
genre North East Atlantic
Copepods
genre_facet North East Atlantic
Copepods
op_relation Holland, M, Atkinson, A, Best, M, Bresnan, E, Devlin, M, Goberville, E, Helaouët, P, Machairopoulou, M, Faith, M and Thompson, MSA 2024 Predictors of long-term variability in NE Atlantic plankton communities. Science of the Total Environment, 952. 16, pp. https://doi.org/10.1016/j.scitotenv.2024.175793 <https://doi.org/10.1016/j.scitotenv.2024.175793>
op_doi https://doi.org/10.1016/j.scitotenv.2024.175793
container_title Science of The Total Environment
container_volume 952
container_start_page 175793
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