Reconstruction of Sea-Surface Temperatures from Assemblages of Planktonic Foraminifera: Multi-Technique Approach Based on Geographically Constrained Calibration Data Sets and its Application to Glacial Atlantic and Pacific Oceans

We present a conceptual framework for a new approach to environmental calibration of planktonic foraminifer census counts. This approach is based on simultaneous application of a variety of transfer function techniques, which are trained on geographically constrained calibration data sets. It serves...

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Main Authors: Kucera, Michal, Weinelt, Mara, Kiefer, T, Pflaumann, U, Hayes, Angela, Weinelt, Martin, Chen, Min-Te, Mix, Alan C., Barrows, Timothy, Cortijo, E, Duprat, Josette, Juggins, Steve, Waelbroeck, Claire
Format: Article in Journal/Newspaper
Language:unknown
Published: Pergamon-Elsevier Ltd 2015
Subjects:
Online Access:http://hdl.handle.net/1885/76649
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record_format openpolar
spelling ftanucanberra:oai:digitalcollections.anu.edu.au:1885/76649 2023-05-15T17:24:25+02:00 Reconstruction of Sea-Surface Temperatures from Assemblages of Planktonic Foraminifera: Multi-Technique Approach Based on Geographically Constrained Calibration Data Sets and its Application to Glacial Atlantic and Pacific Oceans Kucera, Michal Weinelt, Mara Kiefer, T Pflaumann, U Hayes, Angela Weinelt, Martin Chen, Min-Te Mix, Alan C. Barrows, Timothy Cortijo, E Duprat, Josette Juggins, Steve Waelbroeck, Claire 2015-12-13T22:36:10Z http://hdl.handle.net/1885/76649 unknown Pergamon-Elsevier Ltd 0277-3791 http://hdl.handle.net/1885/76649 Quaternary Science Reviews Keywords: Boundary conditions Climate change Dissolution Geographic information systems Sea ice Sea level Thermal effects Transfer functions Data sets Last glacial maximum (LGM) Planktonic foraminifer Sea-surface temperature (SST) Marine biology calibr Journal article 2015 ftanucanberra 2015-12-21T23:50:25Z We present a conceptual framework for a new approach to environmental calibration of planktonic foraminifer census counts. This approach is based on simultaneous application of a variety of transfer function techniques, which are trained on geographically constrained calibration data sets. It serves to minimise bias associated with the presence of cryptic species of planktonic foraminifera and provides an objective tool for assessing reliability of environmental estimates in fossil samples, allowing identification of adverse effects of no-analog faunas and technique-specific bias. We have compiled new calibration data sets for the North (N=862) and South (N=321) Atlantic and the Pacific Ocean (N=1111). We show evidence that these data sets offer adequate coverage of the Sea-Surface Temperature (SST) and faunal variation range and that they are not affected by the presence of pre-Holocene samples and/or calcite dissolution. We have applied four transfer function techniques, including Artificial Neural Networks, Revised Analog Method and SIMMAX (with and without distance weighting) on faunal counts in a Last Glacial Maximum (LGM) data set for the Atlantic Ocean (748 samples in 167 cores; based on the GLAMAP-2000 compilation) and a new data set for the Pacific Ocean (265 samples in 82 cores) and show that three of these techniques provide adequate degree of independence for the advantage of a multi-technique approach to be realised. The application of our new approach to the glacial Pacific lends support to the contraction and perhaps even a cooling of the Western Pacific Warm Pool and a substantial (>3°C) cooling of the eastern equatorial Pacific and the eastern boundary currents. Our results do not provide conclusive evidence for LGM warming anywhere in the Pacific. The Atlantic reconstruction shows a number of robust patterns, including substantial cooling of eastern boundary currents with considerable advection of subpolar waters into the Benguela Current, a cooling of the equatorial Atlantic by ∼5°C, and steep SST gradients in the mid-latitude North Atlantic. The transfer function techniques generally agree that subtropical gyre areas in both hemispheres did not change significantly since the LGM, although the ANN technique produced glacial SST in the southern gyre 1-2°C warmer than today. We have revisited the issue of sea-ice occurrence in the Nordic Seas and using the distribution of subpolar species of planktonic foraminifera in glacial samples, we conclude that the Norwegian Sea must have been ice-free during the summer. Article in Journal/Newspaper Nordic Seas North Atlantic Norwegian Sea Planktonic foraminifera Sea ice Australian National University: ANU Digital Collections Norwegian Sea Pacific
institution Open Polar
collection Australian National University: ANU Digital Collections
op_collection_id ftanucanberra
language unknown
topic Keywords: Boundary conditions
Climate change
Dissolution
Geographic information systems
Sea ice
Sea level
Thermal effects
Transfer functions
Data sets
Last glacial maximum (LGM)
Planktonic foraminifer
Sea-surface temperature (SST)
Marine biology
calibr
spellingShingle Keywords: Boundary conditions
Climate change
Dissolution
Geographic information systems
Sea ice
Sea level
Thermal effects
Transfer functions
Data sets
Last glacial maximum (LGM)
Planktonic foraminifer
Sea-surface temperature (SST)
Marine biology
calibr
Kucera, Michal
Weinelt, Mara
Kiefer, T
Pflaumann, U
Hayes, Angela
Weinelt, Martin
Chen, Min-Te
Mix, Alan C.
Barrows, Timothy
Cortijo, E
Duprat, Josette
Juggins, Steve
Waelbroeck, Claire
Reconstruction of Sea-Surface Temperatures from Assemblages of Planktonic Foraminifera: Multi-Technique Approach Based on Geographically Constrained Calibration Data Sets and its Application to Glacial Atlantic and Pacific Oceans
topic_facet Keywords: Boundary conditions
Climate change
Dissolution
Geographic information systems
Sea ice
Sea level
Thermal effects
Transfer functions
Data sets
Last glacial maximum (LGM)
Planktonic foraminifer
Sea-surface temperature (SST)
Marine biology
calibr
description We present a conceptual framework for a new approach to environmental calibration of planktonic foraminifer census counts. This approach is based on simultaneous application of a variety of transfer function techniques, which are trained on geographically constrained calibration data sets. It serves to minimise bias associated with the presence of cryptic species of planktonic foraminifera and provides an objective tool for assessing reliability of environmental estimates in fossil samples, allowing identification of adverse effects of no-analog faunas and technique-specific bias. We have compiled new calibration data sets for the North (N=862) and South (N=321) Atlantic and the Pacific Ocean (N=1111). We show evidence that these data sets offer adequate coverage of the Sea-Surface Temperature (SST) and faunal variation range and that they are not affected by the presence of pre-Holocene samples and/or calcite dissolution. We have applied four transfer function techniques, including Artificial Neural Networks, Revised Analog Method and SIMMAX (with and without distance weighting) on faunal counts in a Last Glacial Maximum (LGM) data set for the Atlantic Ocean (748 samples in 167 cores; based on the GLAMAP-2000 compilation) and a new data set for the Pacific Ocean (265 samples in 82 cores) and show that three of these techniques provide adequate degree of independence for the advantage of a multi-technique approach to be realised. The application of our new approach to the glacial Pacific lends support to the contraction and perhaps even a cooling of the Western Pacific Warm Pool and a substantial (>3°C) cooling of the eastern equatorial Pacific and the eastern boundary currents. Our results do not provide conclusive evidence for LGM warming anywhere in the Pacific. The Atlantic reconstruction shows a number of robust patterns, including substantial cooling of eastern boundary currents with considerable advection of subpolar waters into the Benguela Current, a cooling of the equatorial Atlantic by ∼5°C, and steep SST gradients in the mid-latitude North Atlantic. The transfer function techniques generally agree that subtropical gyre areas in both hemispheres did not change significantly since the LGM, although the ANN technique produced glacial SST in the southern gyre 1-2°C warmer than today. We have revisited the issue of sea-ice occurrence in the Nordic Seas and using the distribution of subpolar species of planktonic foraminifera in glacial samples, we conclude that the Norwegian Sea must have been ice-free during the summer.
format Article in Journal/Newspaper
author Kucera, Michal
Weinelt, Mara
Kiefer, T
Pflaumann, U
Hayes, Angela
Weinelt, Martin
Chen, Min-Te
Mix, Alan C.
Barrows, Timothy
Cortijo, E
Duprat, Josette
Juggins, Steve
Waelbroeck, Claire
author_facet Kucera, Michal
Weinelt, Mara
Kiefer, T
Pflaumann, U
Hayes, Angela
Weinelt, Martin
Chen, Min-Te
Mix, Alan C.
Barrows, Timothy
Cortijo, E
Duprat, Josette
Juggins, Steve
Waelbroeck, Claire
author_sort Kucera, Michal
title Reconstruction of Sea-Surface Temperatures from Assemblages of Planktonic Foraminifera: Multi-Technique Approach Based on Geographically Constrained Calibration Data Sets and its Application to Glacial Atlantic and Pacific Oceans
title_short Reconstruction of Sea-Surface Temperatures from Assemblages of Planktonic Foraminifera: Multi-Technique Approach Based on Geographically Constrained Calibration Data Sets and its Application to Glacial Atlantic and Pacific Oceans
title_full Reconstruction of Sea-Surface Temperatures from Assemblages of Planktonic Foraminifera: Multi-Technique Approach Based on Geographically Constrained Calibration Data Sets and its Application to Glacial Atlantic and Pacific Oceans
title_fullStr Reconstruction of Sea-Surface Temperatures from Assemblages of Planktonic Foraminifera: Multi-Technique Approach Based on Geographically Constrained Calibration Data Sets and its Application to Glacial Atlantic and Pacific Oceans
title_full_unstemmed Reconstruction of Sea-Surface Temperatures from Assemblages of Planktonic Foraminifera: Multi-Technique Approach Based on Geographically Constrained Calibration Data Sets and its Application to Glacial Atlantic and Pacific Oceans
title_sort reconstruction of sea-surface temperatures from assemblages of planktonic foraminifera: multi-technique approach based on geographically constrained calibration data sets and its application to glacial atlantic and pacific oceans
publisher Pergamon-Elsevier Ltd
publishDate 2015
url http://hdl.handle.net/1885/76649
geographic Norwegian Sea
Pacific
geographic_facet Norwegian Sea
Pacific
genre Nordic Seas
North Atlantic
Norwegian Sea
Planktonic foraminifera
Sea ice
genre_facet Nordic Seas
North Atlantic
Norwegian Sea
Planktonic foraminifera
Sea ice
op_source Quaternary Science Reviews
op_relation 0277-3791
http://hdl.handle.net/1885/76649
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