MIS 5e Southern Ocean September sea-ice concentrations and summer sea-surface temperatures reconstructed from marine sediment cores using a MAT diatom transfer function

Marine Isotope Stage (MIS) 5e is the latest period when global atmospheric temperatures were warmer than present and global sea levels were higher than present. Environmental conditions during MIS 5e therefore represent an important 'process analogue' for understanding the climatic mechani...

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Bibliographic Details
Main Authors: Chadwick, Matthew, Allen, Claire Susannah, Crosta, Xavier
Format: Dataset
Language:English
Published: PANGAEA 2021
Subjects:
AGE
GC
PC
Online Access:https://doi.pangaea.de/10.1594/PANGAEA.936573
https://doi.org/10.1594/PANGAEA.936573
id ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.936573
record_format openpolar
institution Open Polar
collection PANGAEA - Data Publisher for Earth & Environmental Science
op_collection_id ftpangaea
language English
topic 318-U1361A
AGE
Age model
EDC3 (EPICA Ice Dome C
Parrenin et al.
2007)
Age model according to Lisiecki & Raymo (2005) [LR04]
ANTA91-8
Bellingshausen Sea
Belgica Trough Mouth Fan
distal part on upper continental rise (same location as BC508)
CALYPSO
Calypso Corer
COMPCORE
Composite Core
DEPTH
sediment/rock
Diatom assemblage
DRILL
Drilling/drill rig
Elevation of event
ELT17
ELT17.009-PC
Eltanin
Event label
Exp318
GC
Gravity corer
IMAGES X - CADO
James Clark Ross
Joides Resolution
JR179
JR179-PC509
JR20080221
Last Interglacial
Latitude of event
Longitude of event
Marion Dufresne (1995)
MD032603
MD03-2603
MD130
Modern analog technique (MAT)
modern analogue technique
Nathaniel B. Palmer
NBP9802
NBP9802-04
PC
PC509 CORE_NO 509
Piston corer
Reference/source
spellingShingle 318-U1361A
AGE
Age model
EDC3 (EPICA Ice Dome C
Parrenin et al.
2007)
Age model according to Lisiecki & Raymo (2005) [LR04]
ANTA91-8
Bellingshausen Sea
Belgica Trough Mouth Fan
distal part on upper continental rise (same location as BC508)
CALYPSO
Calypso Corer
COMPCORE
Composite Core
DEPTH
sediment/rock
Diatom assemblage
DRILL
Drilling/drill rig
Elevation of event
ELT17
ELT17.009-PC
Eltanin
Event label
Exp318
GC
Gravity corer
IMAGES X - CADO
James Clark Ross
Joides Resolution
JR179
JR179-PC509
JR20080221
Last Interglacial
Latitude of event
Longitude of event
Marion Dufresne (1995)
MD032603
MD03-2603
MD130
Modern analog technique (MAT)
modern analogue technique
Nathaniel B. Palmer
NBP9802
NBP9802-04
PC
PC509 CORE_NO 509
Piston corer
Reference/source
Chadwick, Matthew
Allen, Claire Susannah
Crosta, Xavier
MIS 5e Southern Ocean September sea-ice concentrations and summer sea-surface temperatures reconstructed from marine sediment cores using a MAT diatom transfer function
topic_facet 318-U1361A
AGE
Age model
EDC3 (EPICA Ice Dome C
Parrenin et al.
2007)
Age model according to Lisiecki & Raymo (2005) [LR04]
ANTA91-8
Bellingshausen Sea
Belgica Trough Mouth Fan
distal part on upper continental rise (same location as BC508)
CALYPSO
Calypso Corer
COMPCORE
Composite Core
DEPTH
sediment/rock
Diatom assemblage
DRILL
Drilling/drill rig
Elevation of event
ELT17
ELT17.009-PC
Eltanin
Event label
Exp318
GC
Gravity corer
IMAGES X - CADO
James Clark Ross
Joides Resolution
JR179
JR179-PC509
JR20080221
Last Interglacial
Latitude of event
Longitude of event
Marion Dufresne (1995)
MD032603
MD03-2603
MD130
Modern analog technique (MAT)
modern analogue technique
Nathaniel B. Palmer
NBP9802
NBP9802-04
PC
PC509 CORE_NO 509
Piston corer
Reference/source
description Marine Isotope Stage (MIS) 5e is the latest period when global atmospheric temperatures were warmer than present and global sea levels were higher than present. Environmental conditions during MIS 5e therefore represent an important 'process analogue' for understanding the climatic mechanisms and responses active under future anthropogenic warming. MIS 5e diatom assemblages were reconstructed for nine Southern Ocean marine sediment cores (ANTA91-8, ELT17-9, MD03-2603, NBP9802-04, PC509, TPC287, TPC288, TPC290 & U1361A). A modern analog technique (MAT) transfer function (Crosta et al. 1998) was applied to the diatom assemblages to reconstruct the MIS 5e September sea-ice concentration (SIC) and summer (January – March) sea-surface temperature (SSST) for each sample. The MAT compares the relative abundances of 33 diatom species in each MIS 5e sample to the abundances of the same species in a modern reference dataset composed of 257 surface sediment samples (modern analogs) from the SO. Modern conditions for each surface sediment sample are interpolated on a 1o x 1o grid, with SSSTs from the World Ocean Atlas 2013 (Locarnini et al., 2013) and September SIC from the numerical atlas of Schweitzer (1995). The MAT was implemented using the “bioindic” R-package (Guiot and de Vernal, 2011), with chord distance used to select the 5 most similar modern analogs to each MIS 5e assemblage. A cut-off threshold, above which any analogs are deemed too dissimilar to the MIS 5e sample, is fixed as the first quartile of random distances determined by a Monte Carlo simulation of the reference dataset (Simpson, 2007). The reconstructed SSSTs have a Root Mean Square Error of Prediction (RMSEP) of 1.09 oC and an R2 of 0.96, and the reconstructed September SICs have a RMSEP of 9 % and an R2 of 0.93.
format Dataset
author Chadwick, Matthew
Allen, Claire Susannah
Crosta, Xavier
author_facet Chadwick, Matthew
Allen, Claire Susannah
Crosta, Xavier
author_sort Chadwick, Matthew
title MIS 5e Southern Ocean September sea-ice concentrations and summer sea-surface temperatures reconstructed from marine sediment cores using a MAT diatom transfer function
title_short MIS 5e Southern Ocean September sea-ice concentrations and summer sea-surface temperatures reconstructed from marine sediment cores using a MAT diatom transfer function
title_full MIS 5e Southern Ocean September sea-ice concentrations and summer sea-surface temperatures reconstructed from marine sediment cores using a MAT diatom transfer function
title_fullStr MIS 5e Southern Ocean September sea-ice concentrations and summer sea-surface temperatures reconstructed from marine sediment cores using a MAT diatom transfer function
title_full_unstemmed MIS 5e Southern Ocean September sea-ice concentrations and summer sea-surface temperatures reconstructed from marine sediment cores using a MAT diatom transfer function
title_sort mis 5e southern ocean september sea-ice concentrations and summer sea-surface temperatures reconstructed from marine sediment cores using a mat diatom transfer function
publisher PANGAEA
publishDate 2021
url https://doi.pangaea.de/10.1594/PANGAEA.936573
https://doi.org/10.1594/PANGAEA.936573
op_coverage MEDIAN LATITUDE: -63.340764 * MEDIAN LONGITUDE: -126.084543 * SOUTH-BOUND LATITUDE: -70.783330 * WEST-BOUND LONGITUDE: 139.375200 * NORTH-BOUND LATITUDE: -55.550000 * EAST-BOUND LONGITUDE: -36.651170 * DATE/TIME START: 1965-01-01T00:00:00 * DATE/TIME END: 2008-03-29T00:00:00 * MINIMUM DEPTH, sediment/rock: 2.010 m * MAXIMUM DEPTH, sediment/rock: 8.980 m
long_lat ENVELOPE(139.375200,-36.651170,-55.550000,-70.783330)
geographic Bellingshausen Sea
Southern Ocean
geographic_facet Bellingshausen Sea
Southern Ocean
genre Bellingshausen Sea
EPICA
Sea ice
Southern Ocean
genre_facet Bellingshausen Sea
EPICA
Sea ice
Southern Ocean
op_relation Chadwick, Matthew; Allen, Claire Susannah; Sime, Louise C; Crosta, Xavier; Hillenbrand, Claus-Dieter (2022): How does the Southern Ocean palaeoenvironment during Marine Isotope Stage 5e compare to the modern? Marine Micropaleontology, 170, 102066, https://doi.org/10.1016/j.marmicro.2021.102066
Chadwick, Matthew; Allen, Claire Susannah; Sime, Louise C; Crosta, Xavier; Hillenbrand, Claus-Dieter (2022): Reconstructing Antarctic winter sea-ice extent during Marine Isotope Stage 5e. Climate of the Past, 18(1), 129-146, https://doi.org/10.5194/cp-18-129-2022
Chase, Zanna; Anderson, Robert F; Fleisher, Martin Q; Kubik, Peter W (2003): Accumulation of biogenic and lithogenic material in the Pacific sector of the Southern Ocean during the past 40,000 years. Deep Sea Research Part II: Topical Studies in Oceanography, 50(3-4), 799-832, https://doi.org/10.1016/S0967-0645(02)00595-7
Crosta, Xavier; Pichon, Jean-Jacques; Burckle, Lloyd H (1998): Application of modern analog technique to marine Antarctic diatoms: Reconstruction of maximum sea-ice extent at the Last Glacial Maximum. Paleoceanography, 13(3), 284-297, https://doi.org/10.1029/98pa00339
Guiot, Joel; de Vernal, Anne (2011): Is spatial autocorrelation introducing biases in the apparent accuracy of paleoclimatic reconstructions? Quaternary Science Reviews, 30(15-16), 1965-1972, https://doi.org/10.1016/j.quascirev.2011.04.022
Locarnini, Ricardo A; Mishonov, Alexey V; Antonov, J I; Boyer, Timothy P; Garcia, H E; Baranova, O; Zweng, M M; Paver, Christopher R; Reagan, James R; Johnson, D R; Hamilton, Melanie; Seidov, Dan (2013): World ocean atlas 2013. Volume 1: Temperature. In: Levitus, S. (Ed.), Mishonov,A. (Technical Ed.), NOAA Atlas NESDIS 75, U.S. Government Printing Office, Washington, D.C., 48 pp., https://repository.library.noaa.gov/view/noaa/14847
Presti, Massimo; Barbara, Loïc; Denis, Delphine; Schmidt, Sabine; de Santis, Laura; Crosta, Xavier (2011): Sediment delivery and depositional patterns off Adélie Land (East Antarctica) in relation to late Quaternary climatic cycles. Marine Geology, 284(1-4), 96-113, https://doi.org/10.1016/j.margeo.2011.03.012
Pugh, R S; McCave, I Nick; Hillenbrand, Claus-Dieter; Kuhn, Gerhard (2009): Circum-Antarctic age modelling of Quaternary marine cores under the Antarctic Circumpolar Current: Ice-core dust–magnetic correlation. Earth and Planetary Science Letters, 284(1-2), 113-123, https://doi.org/10.1016/j.epsl.2009.04.016
Schweitzer, Peter N (1995): Monthly average polar sea-ice concentration 1978 through 1991. U.S. Geological Survey Digital Data Series, DDS-27, https://doi.org/10.3133/ds27
Simpson, Gavin (2007): Analogue Methods in Palaeoecology: Using the analogue Package. Journal of Statistical Software, 22(2), https://doi.org/10.18637/jss.v022.i02
Williams, Thomas (2018): Investigating the circulation of Southern Ocean deep water masses over the last 1.5 million years by geochemical fingerprinting of marine sediments. Apollo-University Of Cambridge Repository, https://doi.org/10.17863/CAM.21086
Wilson, David J; Bertram, Rachel A; Needham, Emma F; Welsh, Kevin; McKay, Robert M; Mazumder, Anannya; Riesselman, Christina R; Jiménez-Espejo, Francisco Jose; Escutia, Carlota (2018): Ice loss from the East Antarctic Ice Sheet during late Pleistocene interglacials. Nature, 561(7723), 383-386, https://doi.org/10.1038/s41586-018-0501-8
https://doi.pangaea.de/10.1594/PANGAEA.936573
https://doi.org/10.1594/PANGAEA.936573
op_rights CC-BY-4.0: Creative Commons Attribution 4.0 International
Access constraints: unrestricted
info:eu-repo/semantics/openAccess
op_doi https://doi.org/10.1594/PANGAEA.93657310.5194/cp-18-129-202210.1016/S0967-0645(02)00595-710.1029/98pa0033910.1016/j.margeo.2011.03.01210.1016/j.epsl.2009.04.01610.3133/ds2710.18637/jss.v022.i0210.17863/CAM.2108610.1038/s41586-018-0501-8
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spelling ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.936573 2024-10-06T13:47:38+00:00 MIS 5e Southern Ocean September sea-ice concentrations and summer sea-surface temperatures reconstructed from marine sediment cores using a MAT diatom transfer function Chadwick, Matthew Allen, Claire Susannah Crosta, Xavier MEDIAN LATITUDE: -63.340764 * MEDIAN LONGITUDE: -126.084543 * SOUTH-BOUND LATITUDE: -70.783330 * WEST-BOUND LONGITUDE: 139.375200 * NORTH-BOUND LATITUDE: -55.550000 * EAST-BOUND LONGITUDE: -36.651170 * DATE/TIME START: 1965-01-01T00:00:00 * DATE/TIME END: 2008-03-29T00:00:00 * MINIMUM DEPTH, sediment/rock: 2.010 m * MAXIMUM DEPTH, sediment/rock: 8.980 m 2021 text/tab-separated-values, 435 data points https://doi.pangaea.de/10.1594/PANGAEA.936573 https://doi.org/10.1594/PANGAEA.936573 en eng PANGAEA Chadwick, Matthew; Allen, Claire Susannah; Sime, Louise C; Crosta, Xavier; Hillenbrand, Claus-Dieter (2022): How does the Southern Ocean palaeoenvironment during Marine Isotope Stage 5e compare to the modern? Marine Micropaleontology, 170, 102066, https://doi.org/10.1016/j.marmicro.2021.102066 Chadwick, Matthew; Allen, Claire Susannah; Sime, Louise C; Crosta, Xavier; Hillenbrand, Claus-Dieter (2022): Reconstructing Antarctic winter sea-ice extent during Marine Isotope Stage 5e. Climate of the Past, 18(1), 129-146, https://doi.org/10.5194/cp-18-129-2022 Chase, Zanna; Anderson, Robert F; Fleisher, Martin Q; Kubik, Peter W (2003): Accumulation of biogenic and lithogenic material in the Pacific sector of the Southern Ocean during the past 40,000 years. Deep Sea Research Part II: Topical Studies in Oceanography, 50(3-4), 799-832, https://doi.org/10.1016/S0967-0645(02)00595-7 Crosta, Xavier; Pichon, Jean-Jacques; Burckle, Lloyd H (1998): Application of modern analog technique to marine Antarctic diatoms: Reconstruction of maximum sea-ice extent at the Last Glacial Maximum. Paleoceanography, 13(3), 284-297, https://doi.org/10.1029/98pa00339 Guiot, Joel; de Vernal, Anne (2011): Is spatial autocorrelation introducing biases in the apparent accuracy of paleoclimatic reconstructions? Quaternary Science Reviews, 30(15-16), 1965-1972, https://doi.org/10.1016/j.quascirev.2011.04.022 Locarnini, Ricardo A; Mishonov, Alexey V; Antonov, J I; Boyer, Timothy P; Garcia, H E; Baranova, O; Zweng, M M; Paver, Christopher R; Reagan, James R; Johnson, D R; Hamilton, Melanie; Seidov, Dan (2013): World ocean atlas 2013. Volume 1: Temperature. In: Levitus, S. (Ed.), Mishonov,A. (Technical Ed.), NOAA Atlas NESDIS 75, U.S. Government Printing Office, Washington, D.C., 48 pp., https://repository.library.noaa.gov/view/noaa/14847 Presti, Massimo; Barbara, Loïc; Denis, Delphine; Schmidt, Sabine; de Santis, Laura; Crosta, Xavier (2011): Sediment delivery and depositional patterns off Adélie Land (East Antarctica) in relation to late Quaternary climatic cycles. Marine Geology, 284(1-4), 96-113, https://doi.org/10.1016/j.margeo.2011.03.012 Pugh, R S; McCave, I Nick; Hillenbrand, Claus-Dieter; Kuhn, Gerhard (2009): Circum-Antarctic age modelling of Quaternary marine cores under the Antarctic Circumpolar Current: Ice-core dust–magnetic correlation. Earth and Planetary Science Letters, 284(1-2), 113-123, https://doi.org/10.1016/j.epsl.2009.04.016 Schweitzer, Peter N (1995): Monthly average polar sea-ice concentration 1978 through 1991. U.S. Geological Survey Digital Data Series, DDS-27, https://doi.org/10.3133/ds27 Simpson, Gavin (2007): Analogue Methods in Palaeoecology: Using the analogue Package. Journal of Statistical Software, 22(2), https://doi.org/10.18637/jss.v022.i02 Williams, Thomas (2018): Investigating the circulation of Southern Ocean deep water masses over the last 1.5 million years by geochemical fingerprinting of marine sediments. Apollo-University Of Cambridge Repository, https://doi.org/10.17863/CAM.21086 Wilson, David J; Bertram, Rachel A; Needham, Emma F; Welsh, Kevin; McKay, Robert M; Mazumder, Anannya; Riesselman, Christina R; Jiménez-Espejo, Francisco Jose; Escutia, Carlota (2018): Ice loss from the East Antarctic Ice Sheet during late Pleistocene interglacials. Nature, 561(7723), 383-386, https://doi.org/10.1038/s41586-018-0501-8 https://doi.pangaea.de/10.1594/PANGAEA.936573 https://doi.org/10.1594/PANGAEA.936573 CC-BY-4.0: Creative Commons Attribution 4.0 International Access constraints: unrestricted info:eu-repo/semantics/openAccess 318-U1361A AGE Age model EDC3 (EPICA Ice Dome C Parrenin et al. 2007) Age model according to Lisiecki & Raymo (2005) [LR04] ANTA91-8 Bellingshausen Sea Belgica Trough Mouth Fan distal part on upper continental rise (same location as BC508) CALYPSO Calypso Corer COMPCORE Composite Core DEPTH sediment/rock Diatom assemblage DRILL Drilling/drill rig Elevation of event ELT17 ELT17.009-PC Eltanin Event label Exp318 GC Gravity corer IMAGES X - CADO James Clark Ross Joides Resolution JR179 JR179-PC509 JR20080221 Last Interglacial Latitude of event Longitude of event Marion Dufresne (1995) MD032603 MD03-2603 MD130 Modern analog technique (MAT) modern analogue technique Nathaniel B. Palmer NBP9802 NBP9802-04 PC PC509 CORE_NO 509 Piston corer Reference/source dataset 2021 ftpangaea https://doi.org/10.1594/PANGAEA.93657310.5194/cp-18-129-202210.1016/S0967-0645(02)00595-710.1029/98pa0033910.1016/j.margeo.2011.03.01210.1016/j.epsl.2009.04.01610.3133/ds2710.18637/jss.v022.i0210.17863/CAM.2108610.1038/s41586-018-0501-8 2024-09-11T00:15:18Z Marine Isotope Stage (MIS) 5e is the latest period when global atmospheric temperatures were warmer than present and global sea levels were higher than present. Environmental conditions during MIS 5e therefore represent an important 'process analogue' for understanding the climatic mechanisms and responses active under future anthropogenic warming. MIS 5e diatom assemblages were reconstructed for nine Southern Ocean marine sediment cores (ANTA91-8, ELT17-9, MD03-2603, NBP9802-04, PC509, TPC287, TPC288, TPC290 & U1361A). A modern analog technique (MAT) transfer function (Crosta et al. 1998) was applied to the diatom assemblages to reconstruct the MIS 5e September sea-ice concentration (SIC) and summer (January – March) sea-surface temperature (SSST) for each sample. The MAT compares the relative abundances of 33 diatom species in each MIS 5e sample to the abundances of the same species in a modern reference dataset composed of 257 surface sediment samples (modern analogs) from the SO. Modern conditions for each surface sediment sample are interpolated on a 1o x 1o grid, with SSSTs from the World Ocean Atlas 2013 (Locarnini et al., 2013) and September SIC from the numerical atlas of Schweitzer (1995). The MAT was implemented using the “bioindic” R-package (Guiot and de Vernal, 2011), with chord distance used to select the 5 most similar modern analogs to each MIS 5e assemblage. A cut-off threshold, above which any analogs are deemed too dissimilar to the MIS 5e sample, is fixed as the first quartile of random distances determined by a Monte Carlo simulation of the reference dataset (Simpson, 2007). The reconstructed SSSTs have a Root Mean Square Error of Prediction (RMSEP) of 1.09 oC and an R2 of 0.96, and the reconstructed September SICs have a RMSEP of 9 % and an R2 of 0.93. Dataset Bellingshausen Sea EPICA Sea ice Southern Ocean PANGAEA - Data Publisher for Earth & Environmental Science Bellingshausen Sea Southern Ocean ENVELOPE(139.375200,-36.651170,-55.550000,-70.783330)