Phytoplankton Community Composition Determined From Co-variability Among Phytoplankton Pigments From the NAAMES Field Campaign

Analysis of phytoplankton chemotaxonomic markers from high performance liquid chromatography (HPLC) pigment determination is a common approach for evaluating phytoplankton community structure from ocean samples. Here, HPLC phytoplankton pigment concentrations from samples collected underway and from...

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Published in:Frontiers in Marine Science
Main Authors: Sasha J. Kramer, David A. Siegel, Jason R. Graff
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2020
Subjects:
Q
Online Access:https://doi.org/10.3389/fmars.2020.00215
https://doaj.org/article/a804d318fc7d4bcfb5f438f4584e3afb
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spelling ftdoajarticles:oai:doaj.org/article:a804d318fc7d4bcfb5f438f4584e3afb 2023-05-15T17:29:00+02:00 Phytoplankton Community Composition Determined From Co-variability Among Phytoplankton Pigments From the NAAMES Field Campaign Sasha J. Kramer David A. Siegel Jason R. Graff 2020-04-01T00:00:00Z https://doi.org/10.3389/fmars.2020.00215 https://doaj.org/article/a804d318fc7d4bcfb5f438f4584e3afb EN eng Frontiers Media S.A. https://www.frontiersin.org/article/10.3389/fmars.2020.00215/full https://doaj.org/toc/2296-7745 2296-7745 doi:10.3389/fmars.2020.00215 https://doaj.org/article/a804d318fc7d4bcfb5f438f4584e3afb Frontiers in Marine Science, Vol 7 (2020) North Atlantic Aerosols and Marine Ecosystems Study phytoplankton HPLC pigments community detection seasonal succession Science Q General. Including nature conservation geographical distribution QH1-199.5 article 2020 ftdoajarticles https://doi.org/10.3389/fmars.2020.00215 2023-01-08T01:34:51Z Analysis of phytoplankton chemotaxonomic markers from high performance liquid chromatography (HPLC) pigment determination is a common approach for evaluating phytoplankton community structure from ocean samples. Here, HPLC phytoplankton pigment concentrations from samples collected underway and from CTD bottle sampling on the North Atlantic Aerosols and Marine Ecosystems Study (NAAMES) are used to assess phytoplankton community composition over a range of seasons and environmental conditions. Several data-driven statistical techniques, including hierarchical clustering, Empirical Orthogonal Function, and network-based community detection analyses, are applied to examine the associations between groups of pigments and infer phytoplankton communities found in the surface ocean during the four NAAMES campaigns. From these analyses, five distinguishable phytoplankton community types emerge based on the associations of phytoplankton pigments: diatom, dinoflagellate, haptophyte, green algae, and cyanobacteria. We use this dataset, along with phytoplankton community structure metrics from flow cytometric analyses, to characterize the distributions of phytoplankton biomarker pigments over the four cruises. The physical and chemical drivers influencing the distribution and co-variability of these five dominant groups of phytoplankton are considered. Finally, the composition of the phytoplankton community across the onset, accumulation, and decline of the annual phytoplankton bloom in a changing North Atlantic Ocean is compared to historical paradigms surrounding seasonal succession. Article in Journal/Newspaper North Atlantic Directory of Open Access Journals: DOAJ Articles Frontiers in Marine Science 7
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic North Atlantic Aerosols and Marine Ecosystems Study
phytoplankton
HPLC pigments
community detection
seasonal succession
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
spellingShingle North Atlantic Aerosols and Marine Ecosystems Study
phytoplankton
HPLC pigments
community detection
seasonal succession
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
Sasha J. Kramer
David A. Siegel
Jason R. Graff
Phytoplankton Community Composition Determined From Co-variability Among Phytoplankton Pigments From the NAAMES Field Campaign
topic_facet North Atlantic Aerosols and Marine Ecosystems Study
phytoplankton
HPLC pigments
community detection
seasonal succession
Science
Q
General. Including nature conservation
geographical distribution
QH1-199.5
description Analysis of phytoplankton chemotaxonomic markers from high performance liquid chromatography (HPLC) pigment determination is a common approach for evaluating phytoplankton community structure from ocean samples. Here, HPLC phytoplankton pigment concentrations from samples collected underway and from CTD bottle sampling on the North Atlantic Aerosols and Marine Ecosystems Study (NAAMES) are used to assess phytoplankton community composition over a range of seasons and environmental conditions. Several data-driven statistical techniques, including hierarchical clustering, Empirical Orthogonal Function, and network-based community detection analyses, are applied to examine the associations between groups of pigments and infer phytoplankton communities found in the surface ocean during the four NAAMES campaigns. From these analyses, five distinguishable phytoplankton community types emerge based on the associations of phytoplankton pigments: diatom, dinoflagellate, haptophyte, green algae, and cyanobacteria. We use this dataset, along with phytoplankton community structure metrics from flow cytometric analyses, to characterize the distributions of phytoplankton biomarker pigments over the four cruises. The physical and chemical drivers influencing the distribution and co-variability of these five dominant groups of phytoplankton are considered. Finally, the composition of the phytoplankton community across the onset, accumulation, and decline of the annual phytoplankton bloom in a changing North Atlantic Ocean is compared to historical paradigms surrounding seasonal succession.
format Article in Journal/Newspaper
author Sasha J. Kramer
David A. Siegel
Jason R. Graff
author_facet Sasha J. Kramer
David A. Siegel
Jason R. Graff
author_sort Sasha J. Kramer
title Phytoplankton Community Composition Determined From Co-variability Among Phytoplankton Pigments From the NAAMES Field Campaign
title_short Phytoplankton Community Composition Determined From Co-variability Among Phytoplankton Pigments From the NAAMES Field Campaign
title_full Phytoplankton Community Composition Determined From Co-variability Among Phytoplankton Pigments From the NAAMES Field Campaign
title_fullStr Phytoplankton Community Composition Determined From Co-variability Among Phytoplankton Pigments From the NAAMES Field Campaign
title_full_unstemmed Phytoplankton Community Composition Determined From Co-variability Among Phytoplankton Pigments From the NAAMES Field Campaign
title_sort phytoplankton community composition determined from co-variability among phytoplankton pigments from the naames field campaign
publisher Frontiers Media S.A.
publishDate 2020
url https://doi.org/10.3389/fmars.2020.00215
https://doaj.org/article/a804d318fc7d4bcfb5f438f4584e3afb
genre North Atlantic
genre_facet North Atlantic
op_source Frontiers in Marine Science, Vol 7 (2020)
op_relation https://www.frontiersin.org/article/10.3389/fmars.2020.00215/full
https://doaj.org/toc/2296-7745
2296-7745
doi:10.3389/fmars.2020.00215
https://doaj.org/article/a804d318fc7d4bcfb5f438f4584e3afb
op_doi https://doi.org/10.3389/fmars.2020.00215
container_title Frontiers in Marine Science
container_volume 7
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