Ecological niches of open ocean phytoplankton taxa

International audience We characterize the realized ecological niches of 133 phytoplankton taxa in the open ocean based on observations from the MAREDAT initiative and a statistical species distribution model (MaxEnt). The models find that the physical conditions (mixed layer depth, temperature, lig...

Full description

Bibliographic Details
Published in:Limnology and Oceanography
Main Authors: Brun, Philipp, Vogt, Meike, Payne, Mark, R, Gruber, Nicolas, O 'Brien, Colleen, J, Buitenhuis, Erik, Le Quéré, Corinne, Leblanc, Karine, Luo, Ya-Wei
Other Authors: Institute of Biogeochemistry and Pollutant Dynamics ETH Zürich (IBP), Department of Environmental Systems Science ETH Zürich (D-USYS), Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich)-Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich), National Institute of Aquatic Resources, Danmarks Tekniske Universitet = Technical University of Denmark (DTU), School of Environmental Sciences Norwich, University of East Anglia Norwich (UEA), Institut méditerranéen d'océanologie (MIO), Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS), State Key Laboratory of Marine Environmental Science (MEL), Xiamen University
Format: Article in Journal/Newspaper
Language:English
Published: HAL CCSD 2015
Subjects:
VA
02-
}
UK}
Online Access:https://hal.science/hal-01664918
https://doi.org/10.1002/lno.10074
id ftinsu:oai:HAL:hal-01664918v1
record_format openpolar
institution Open Polar
collection Institut national des sciences de l'Univers: HAL-INSU
op_collection_id ftinsu
language English
topic Angers CEDEX 01
France}
Université d'Angers
UPRES EA 2644
[15]{Laboratoire des Bio-Indicateurs Actuels et Fossiles (BIAF)
[11]{Department of Biological Sciences
Old Dominion University
Norfolk
VA
USA}
[12]{InstfBiogeochemie uSchadstoffdynamik
Universitätstrasse 16
8092 Zürich
Switzerland}
[13]{Department of Marine Sciences
Sultan Qaboos University
California 90095
Poland}
141 Warszawa
02-
Polish Academy of Sciences
Department of Antarctic Biology
[10]{Institute of Biochemistry and Biophysics
Sultanate of Oman}
[14]{National Oceanography Centre
SO14 3ZH
Southampton
Waterfront Campus
Tasmania
Hobart
Private Bag 129
University of Tasmania
}
[8]{Institute for Marine and Antarctic Studies
PO Box 11103
The Ferry Landing
[9]{The Freshwater Biological Association
Australia}
7001
Ambleside
Far Sawrey
UK}
[17]{University of Groningen
Centre for Life Sciences Ecophysiology of Plants
LA22 0LP
Los Angeles
[16]{UCLA
49045
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
[SDV.BID.SPT]Life Sciences [q-bio]/Biodiversity/Systematics
spellingShingle Angers CEDEX 01
France}
Université d'Angers
UPRES EA 2644
[15]{Laboratoire des Bio-Indicateurs Actuels et Fossiles (BIAF)
[11]{Department of Biological Sciences
Old Dominion University
Norfolk
VA
USA}
[12]{InstfBiogeochemie uSchadstoffdynamik
Universitätstrasse 16
8092 Zürich
Switzerland}
[13]{Department of Marine Sciences
Sultan Qaboos University
California 90095
Poland}
141 Warszawa
02-
Polish Academy of Sciences
Department of Antarctic Biology
[10]{Institute of Biochemistry and Biophysics
Sultanate of Oman}
[14]{National Oceanography Centre
SO14 3ZH
Southampton
Waterfront Campus
Tasmania
Hobart
Private Bag 129
University of Tasmania
}
[8]{Institute for Marine and Antarctic Studies
PO Box 11103
The Ferry Landing
[9]{The Freshwater Biological Association
Australia}
7001
Ambleside
Far Sawrey
UK}
[17]{University of Groningen
Centre for Life Sciences Ecophysiology of Plants
LA22 0LP
Los Angeles
[16]{UCLA
49045
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
[SDV.BID.SPT]Life Sciences [q-bio]/Biodiversity/Systematics
Brun, Philipp
Vogt, Meike
Payne, Mark, R
Gruber, Nicolas
O 'Brien, Colleen, J
Buitenhuis, Erik
Le Quéré, Corinne
Leblanc, Karine
Luo, Ya-Wei
Ecological niches of open ocean phytoplankton taxa
topic_facet Angers CEDEX 01
France}
Université d'Angers
UPRES EA 2644
[15]{Laboratoire des Bio-Indicateurs Actuels et Fossiles (BIAF)
[11]{Department of Biological Sciences
Old Dominion University
Norfolk
VA
USA}
[12]{InstfBiogeochemie uSchadstoffdynamik
Universitätstrasse 16
8092 Zürich
Switzerland}
[13]{Department of Marine Sciences
Sultan Qaboos University
California 90095
Poland}
141 Warszawa
02-
Polish Academy of Sciences
Department of Antarctic Biology
[10]{Institute of Biochemistry and Biophysics
Sultanate of Oman}
[14]{National Oceanography Centre
SO14 3ZH
Southampton
Waterfront Campus
Tasmania
Hobart
Private Bag 129
University of Tasmania
}
[8]{Institute for Marine and Antarctic Studies
PO Box 11103
The Ferry Landing
[9]{The Freshwater Biological Association
Australia}
7001
Ambleside
Far Sawrey
UK}
[17]{University of Groningen
Centre for Life Sciences Ecophysiology of Plants
LA22 0LP
Los Angeles
[16]{UCLA
49045
[SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography
[SDV.BID.SPT]Life Sciences [q-bio]/Biodiversity/Systematics
description International audience We characterize the realized ecological niches of 133 phytoplankton taxa in the open ocean based on observations from the MAREDAT initiative and a statistical species distribution model (MaxEnt). The models find that the physical conditions (mixed layer depth, temperature, light) govern large-scale patterns in phyto-plankton biogeography over nutrient availability. Strongest differences in the realized niche centers were found between diatoms and coccolithophores. Diatoms (87 species) occur in habitats with significantly lower temperatures, light intensity and salinity, with deeper mixed layers, and with higher nitrate and silicate concentrations than coccolithophores (40 species). However, we could not statistically separate the realized niches of coccolithophores from those of diazotrophs (two genera) and picophytoplankton (two genera). Phaeocystis (two species) niches only clearly differed from diatom niches for temperature. While the realized niches of diatoms cover the majority of niche space, the niches of picophytoplankton and coccolithophores spread across an intermediate fraction and diazotroph and colonial Phaeocystis niches only occur within a relatively confined range of environmental conditions in the open ocean. Our estimates of the realized niches roughly match the predictions of Reynolds' C-S-R model for the global ocean, namely that taxa classified as nutrient stress tolerant have niches at lower nutrient and higher irradiance conditions than light stress tolerant taxa. Yet, there is considerable within-class variability in niche centers, and many taxa occupy broad niches, suggesting that more complex approaches may be necessary to capture all aspects of phytoplankton ecology.
author2 Institute of Biogeochemistry and Pollutant Dynamics ETH Zürich (IBP)
Department of Environmental Systems Science ETH Zürich (D-USYS)
Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich)-Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich)
National Institute of Aquatic Resources
Danmarks Tekniske Universitet = Technical University of Denmark (DTU)
School of Environmental Sciences Norwich
University of East Anglia Norwich (UEA)
Institut méditerranéen d'océanologie (MIO)
Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS)
State Key Laboratory of Marine Environmental Science (MEL)
Xiamen University
format Article in Journal/Newspaper
author Brun, Philipp
Vogt, Meike
Payne, Mark, R
Gruber, Nicolas
O 'Brien, Colleen, J
Buitenhuis, Erik
Le Quéré, Corinne
Leblanc, Karine
Luo, Ya-Wei
author_facet Brun, Philipp
Vogt, Meike
Payne, Mark, R
Gruber, Nicolas
O 'Brien, Colleen, J
Buitenhuis, Erik
Le Quéré, Corinne
Leblanc, Karine
Luo, Ya-Wei
author_sort Brun, Philipp
title Ecological niches of open ocean phytoplankton taxa
title_short Ecological niches of open ocean phytoplankton taxa
title_full Ecological niches of open ocean phytoplankton taxa
title_fullStr Ecological niches of open ocean phytoplankton taxa
title_full_unstemmed Ecological niches of open ocean phytoplankton taxa
title_sort ecological niches of open ocean phytoplankton taxa
publisher HAL CCSD
publishDate 2015
url https://hal.science/hal-01664918
https://doi.org/10.1002/lno.10074
genre Antarc*
Antarctic
Institute for Marine and Antarctic Studies
genre_facet Antarc*
Antarctic
Institute for Marine and Antarctic Studies
op_source ISSN: 0024-3590
EISSN: 1939-5590
Limnology and Oceanography
https://hal.science/hal-01664918
Limnology and Oceanography, 2015, 60 (3), pp.1020-1038. ⟨10.1002/lno.10074⟩
op_relation info:eu-repo/semantics/altIdentifier/doi/10.1002/lno.10074
hal-01664918
https://hal.science/hal-01664918
doi:10.1002/lno.10074
op_doi https://doi.org/10.1002/lno.10074
container_title Limnology and Oceanography
container_volume 60
container_issue 3
container_start_page 1020
op_container_end_page 1038
_version_ 1786798460201074688
spelling ftinsu:oai:HAL:hal-01664918v1 2023-12-31T10:01:18+01:00 Ecological niches of open ocean phytoplankton taxa Brun, Philipp Vogt, Meike Payne, Mark, R Gruber, Nicolas O 'Brien, Colleen, J Buitenhuis, Erik Le Quéré, Corinne Leblanc, Karine Luo, Ya-Wei Institute of Biogeochemistry and Pollutant Dynamics ETH Zürich (IBP) Department of Environmental Systems Science ETH Zürich (D-USYS) Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich)-Eidgenössische Technische Hochschule - Swiss Federal Institute of Technology Zürich (ETH Zürich) National Institute of Aquatic Resources Danmarks Tekniske Universitet = Technical University of Denmark (DTU) School of Environmental Sciences Norwich University of East Anglia Norwich (UEA) Institut méditerranéen d'océanologie (MIO) Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Institut national des sciences de l'Univers (INSU - CNRS)-Université de Toulon (UTLN)-Centre National de la Recherche Scientifique (CNRS) State Key Laboratory of Marine Environmental Science (MEL) Xiamen University 2015 https://hal.science/hal-01664918 https://doi.org/10.1002/lno.10074 en eng HAL CCSD Association for the Sciences of Limnology and Oceanography info:eu-repo/semantics/altIdentifier/doi/10.1002/lno.10074 hal-01664918 https://hal.science/hal-01664918 doi:10.1002/lno.10074 ISSN: 0024-3590 EISSN: 1939-5590 Limnology and Oceanography https://hal.science/hal-01664918 Limnology and Oceanography, 2015, 60 (3), pp.1020-1038. ⟨10.1002/lno.10074⟩ Angers CEDEX 01 France} Université d'Angers UPRES EA 2644 [15]{Laboratoire des Bio-Indicateurs Actuels et Fossiles (BIAF) [11]{Department of Biological Sciences Old Dominion University Norfolk VA USA} [12]{InstfBiogeochemie uSchadstoffdynamik Universitätstrasse 16 8092 Zürich Switzerland} [13]{Department of Marine Sciences Sultan Qaboos University California 90095 Poland} 141 Warszawa 02- Polish Academy of Sciences Department of Antarctic Biology [10]{Institute of Biochemistry and Biophysics Sultanate of Oman} [14]{National Oceanography Centre SO14 3ZH Southampton Waterfront Campus Tasmania Hobart Private Bag 129 University of Tasmania } [8]{Institute for Marine and Antarctic Studies PO Box 11103 The Ferry Landing [9]{The Freshwater Biological Association Australia} 7001 Ambleside Far Sawrey UK} [17]{University of Groningen Centre for Life Sciences Ecophysiology of Plants LA22 0LP Los Angeles [16]{UCLA 49045 [SDU.STU.OC]Sciences of the Universe [physics]/Earth Sciences/Oceanography [SDV.BID.SPT]Life Sciences [q-bio]/Biodiversity/Systematics info:eu-repo/semantics/article Journal articles 2015 ftinsu https://doi.org/10.1002/lno.10074 2023-12-06T17:27:05Z International audience We characterize the realized ecological niches of 133 phytoplankton taxa in the open ocean based on observations from the MAREDAT initiative and a statistical species distribution model (MaxEnt). The models find that the physical conditions (mixed layer depth, temperature, light) govern large-scale patterns in phyto-plankton biogeography over nutrient availability. Strongest differences in the realized niche centers were found between diatoms and coccolithophores. Diatoms (87 species) occur in habitats with significantly lower temperatures, light intensity and salinity, with deeper mixed layers, and with higher nitrate and silicate concentrations than coccolithophores (40 species). However, we could not statistically separate the realized niches of coccolithophores from those of diazotrophs (two genera) and picophytoplankton (two genera). Phaeocystis (two species) niches only clearly differed from diatom niches for temperature. While the realized niches of diatoms cover the majority of niche space, the niches of picophytoplankton and coccolithophores spread across an intermediate fraction and diazotroph and colonial Phaeocystis niches only occur within a relatively confined range of environmental conditions in the open ocean. Our estimates of the realized niches roughly match the predictions of Reynolds' C-S-R model for the global ocean, namely that taxa classified as nutrient stress tolerant have niches at lower nutrient and higher irradiance conditions than light stress tolerant taxa. Yet, there is considerable within-class variability in niche centers, and many taxa occupy broad niches, suggesting that more complex approaches may be necessary to capture all aspects of phytoplankton ecology. Article in Journal/Newspaper Antarc* Antarctic Institute for Marine and Antarctic Studies Institut national des sciences de l'Univers: HAL-INSU Limnology and Oceanography 60 3 1020 1038