Environmental controls of size distribution of modern planktonic foraminifera in the equatorial Indian ocean: A calibration study
International audience Palaeoceanographic studies often rely on microfossil species abundance changes, with littleconsideration for species traits (e.g. size) that could be related to environmental changes. Wehypothesize that whole-assemblage and species-specific planktonic foraminifera (PF) testsiz...
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Language: | English |
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HAL CCSD
2021
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Online Access: | https://hal.science/hal-03536398 |
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ftunivaixmarseil:oai:HAL:hal-03536398v1 |
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record_format |
openpolar |
institution |
Open Polar |
collection |
Aix-Marseille Université: HAL |
op_collection_id |
ftunivaixmarseil |
language |
English |
topic |
Automated foraminiferal analysis planktonic foraminifera equatorial Indian ocean Holocene paleoceanographic reconstructions [SDE]Environmental Sciences |
spellingShingle |
Automated foraminiferal analysis planktonic foraminifera equatorial Indian ocean Holocene paleoceanographic reconstructions [SDE]Environmental Sciences Adebayo, Michael de Garidel-Thoron, Thibault Bolton, C. T. Marchant, Ross Bassinot, Franck Environmental controls of size distribution of modern planktonic foraminifera in the equatorial Indian ocean: A calibration study |
topic_facet |
Automated foraminiferal analysis planktonic foraminifera equatorial Indian ocean Holocene paleoceanographic reconstructions [SDE]Environmental Sciences |
description |
International audience Palaeoceanographic studies often rely on microfossil species abundance changes, with littleconsideration for species traits (e.g. size) that could be related to environmental changes. Wehypothesize that whole-assemblage and species-specific planktonic foraminifera (PF) testsize could be good predictors of environmental variables, and we test this using an EquatorialIndian Ocean (EIO) core-top sample set (62 viable samples). We use an automated imagingand sorting system (MiSo) to identify PF species, analyze morphology and quantifyfragmentation using machine learning techniques. Machine accuracy was confirmed bycomparisons with human classifiers. Data for 25 mean annual environmental parameterswere extracted from modern databases and, through Exploratory Factor Analysis andregression models, we investigate the potential of PF size, at the assemblage and specieslevel, for reconstructing oceanographic parameters in the Indian Ocean. Within our tropicaldataset, we find that SST is not a significant driver of assemblage size, although thermoclinedwelling species Globorotalia inflata and Globorotalia truncatulinoides show a significantrelationship with temperature. Our analyses indicate that deep carbonate ion concentrationand core depth may be important factors influencing PF size, especially in species that arelarge-sized or bear calcite crusts such as Globigerinoides conglobatus, Globorotaliamenardii, and Neogloboquadrina dutertrei. We propose that PF population size couldpotentially be useful to reconstruct bottom water carbonate concentrations and sea surfacetemperature. This approach will be tested on a new downcore record from the Arabian sea(ODP Site 722) during key Pleistocene glacial-interglacial transitions, where existing seasurface temperature and other paleo-reconstructions will allow meaningful comparisons. |
author2 |
Centre européen de recherche et d'enseignement des géosciences de l'environnement (CEREGE) Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Collège de France (CdF (institution))-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) Queensland University of Technology Brisbane (QUT) Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA) Institut Pierre-Simon-Laplace (IPSL (FR_636)) École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité) SGF, CNRS, Laboratoire de Géologie de Lyon ou l’étude de la Terre, des planètes et de l’environnement |
format |
Conference Object |
author |
Adebayo, Michael de Garidel-Thoron, Thibault Bolton, C. T. Marchant, Ross Bassinot, Franck |
author_facet |
Adebayo, Michael de Garidel-Thoron, Thibault Bolton, C. T. Marchant, Ross Bassinot, Franck |
author_sort |
Adebayo, Michael |
title |
Environmental controls of size distribution of modern planktonic foraminifera in the equatorial Indian ocean: A calibration study |
title_short |
Environmental controls of size distribution of modern planktonic foraminifera in the equatorial Indian ocean: A calibration study |
title_full |
Environmental controls of size distribution of modern planktonic foraminifera in the equatorial Indian ocean: A calibration study |
title_fullStr |
Environmental controls of size distribution of modern planktonic foraminifera in the equatorial Indian ocean: A calibration study |
title_full_unstemmed |
Environmental controls of size distribution of modern planktonic foraminifera in the equatorial Indian ocean: A calibration study |
title_sort |
environmental controls of size distribution of modern planktonic foraminifera in the equatorial indian ocean: a calibration study |
publisher |
HAL CCSD |
publishDate |
2021 |
url |
https://hal.science/hal-03536398 |
op_coverage |
Lyon, France |
genre |
Planktonic foraminifera |
genre_facet |
Planktonic foraminifera |
op_source |
27e édition de la Réunion des Sciences de la Terre https://hal.science/hal-03536398 27e édition de la Réunion des Sciences de la Terre, SGF, CNRS, Laboratoire de Géologie de Lyon ou l’étude de la Terre, des planètes et de l’environnement, Nov 2021, Lyon, France |
op_relation |
hal-03536398 https://hal.science/hal-03536398 |
_version_ |
1799487880876261376 |
spelling |
ftunivaixmarseil:oai:HAL:hal-03536398v1 2024-05-19T07:47:28+00:00 Environmental controls of size distribution of modern planktonic foraminifera in the equatorial Indian ocean: A calibration study Adebayo, Michael de Garidel-Thoron, Thibault Bolton, C. T. Marchant, Ross Bassinot, Franck Centre européen de recherche et d'enseignement des géosciences de l'environnement (CEREGE) Institut de Recherche pour le Développement (IRD)-Aix Marseille Université (AMU)-Collège de France (CdF (institution))-Institut national des sciences de l'Univers (INSU - CNRS)-Centre National de la Recherche Scientifique (CNRS)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE) Queensland University of Technology Brisbane (QUT) Laboratoire des Sciences du Climat et de l'Environnement Gif-sur-Yvette (LSCE) Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Institut national des sciences de l'Univers (INSU - CNRS)-Université Paris-Saclay-Centre National de la Recherche Scientifique (CNRS)-Direction de Recherche Fondamentale (CEA) (DRF (CEA)) Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA) Institut Pierre-Simon-Laplace (IPSL (FR_636)) École normale supérieure - Paris (ENS-PSL) Université Paris Sciences et Lettres (PSL)-Université Paris Sciences et Lettres (PSL)-Université de Versailles Saint-Quentin-en-Yvelines (UVSQ)-Commissariat à l'énergie atomique et aux énergies alternatives (CEA)-Institut national des sciences de l'Univers (INSU - CNRS)-École polytechnique (X)-Centre National d'Études Spatiales Toulouse (CNES)-Sorbonne Université (SU)-Centre National de la Recherche Scientifique (CNRS)-Université Paris Cité (UPCité) SGF, CNRS, Laboratoire de Géologie de Lyon ou l’étude de la Terre, des planètes et de l’environnement Lyon, France 2021-11-01 https://hal.science/hal-03536398 en eng HAL CCSD hal-03536398 https://hal.science/hal-03536398 27e édition de la Réunion des Sciences de la Terre https://hal.science/hal-03536398 27e édition de la Réunion des Sciences de la Terre, SGF, CNRS, Laboratoire de Géologie de Lyon ou l’étude de la Terre, des planètes et de l’environnement, Nov 2021, Lyon, France Automated foraminiferal analysis planktonic foraminifera equatorial Indian ocean Holocene paleoceanographic reconstructions [SDE]Environmental Sciences info:eu-repo/semantics/conferenceObject Conference papers 2021 ftunivaixmarseil 2024-04-25T00:46:50Z International audience Palaeoceanographic studies often rely on microfossil species abundance changes, with littleconsideration for species traits (e.g. size) that could be related to environmental changes. Wehypothesize that whole-assemblage and species-specific planktonic foraminifera (PF) testsize could be good predictors of environmental variables, and we test this using an EquatorialIndian Ocean (EIO) core-top sample set (62 viable samples). We use an automated imagingand sorting system (MiSo) to identify PF species, analyze morphology and quantifyfragmentation using machine learning techniques. Machine accuracy was confirmed bycomparisons with human classifiers. Data for 25 mean annual environmental parameterswere extracted from modern databases and, through Exploratory Factor Analysis andregression models, we investigate the potential of PF size, at the assemblage and specieslevel, for reconstructing oceanographic parameters in the Indian Ocean. Within our tropicaldataset, we find that SST is not a significant driver of assemblage size, although thermoclinedwelling species Globorotalia inflata and Globorotalia truncatulinoides show a significantrelationship with temperature. Our analyses indicate that deep carbonate ion concentrationand core depth may be important factors influencing PF size, especially in species that arelarge-sized or bear calcite crusts such as Globigerinoides conglobatus, Globorotaliamenardii, and Neogloboquadrina dutertrei. We propose that PF population size couldpotentially be useful to reconstruct bottom water carbonate concentrations and sea surfacetemperature. This approach will be tested on a new downcore record from the Arabian sea(ODP Site 722) during key Pleistocene glacial-interglacial transitions, where existing seasurface temperature and other paleo-reconstructions will allow meaningful comparisons. Conference Object Planktonic foraminifera Aix-Marseille Université: HAL |