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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Language: | English |
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PANGAEA
2021
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Online Access: | https://doi.pangaea.de/10.1594/PANGAEA.936573 https://doi.org/10.1594/PANGAEA.936573 |
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ftpangaea:oai:pangaea.de:doi:10.1594/PANGAEA.936573 |
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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 |
_version_ |
1812175813262442496 |
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) |