Advances in reconstructing the AMOC using sea surface observations of salinity

The Atlantic meridional overturning circulation (AMOC) is one of the main drivers of climate variability at decadal and longer time scales. As there are no direct multi-decadal observations of this key circulation, the reconstruction of past AMOC variations is essential. This work presents a step fo...

Full description

Bibliographic Details
Published in:Climate Dynamics
Main Authors: ESTELLA-PEREZ, Victor, MIGNOT, Juliette, GUILYARDI, Éric, SWINGEDOUW, Didier, REVERDIN, Gilles
Format: Article in Journal/Newspaper
Language:English
Published: 2020
Subjects:
Online Access:https://oskar-bordeaux.fr/handle/20.500.12278/187269
https://hdl.handle.net/20.500.12278/187269
https://doi.org/10.1007/s00382-020-05304-4
id ftoskarbordeaux:oai:oskar-bordeaux.fr:20.500.12278/187269
record_format openpolar
spelling ftoskarbordeaux:oai:oskar-bordeaux.fr:20.500.12278/187269 2024-02-11T10:01:42+01:00 Advances in reconstructing the AMOC using sea surface observations of salinity ESTELLA-PEREZ, Victor MIGNOT, Juliette GUILYARDI, Éric SWINGEDOUW, Didier REVERDIN, Gilles 2020-06 https://oskar-bordeaux.fr/handle/20.500.12278/187269 https://hdl.handle.net/20.500.12278/187269 https://doi.org/10.1007/s00382-020-05304-4 EN eng 0930-7575 https://oskar-bordeaux.fr/handle/20.500.12278/187269 doi:10.1007/s00382-020-05304-4 open Pas de Licence CC Planète et Univers [physics]/Sciences de la Terre/Océanographie Article de revue 2020 ftoskarbordeaux https://doi.org/20.500.12278/18726910.1007/s00382-020-05304-4 2024-01-23T23:30:48Z The Atlantic meridional overturning circulation (AMOC) is one of the main drivers of climate variability at decadal and longer time scales. As there are no direct multi-decadal observations of this key circulation, the reconstruction of past AMOC variations is essential. This work presents a step forward in reconstructing the AMOC using climate models and time-varying surface nudging of salinity and temperature data, for which independent multi-decadal observed series are available. A number of nudging protocols are explored in a perfect model framework to best reproduce the AMOC variability accommodating to the characteristics of SST and SSS available products. As reference SST products with sufficient space and time coverage are available, we here choose to focus on the limitations associated to SSS products with the goal of providing protocols using independent salinity products. We consider a global gridded dataset and, additionally, a coarser SSS dataset restricted to the Atlantic and with a quite low spatial resolution (order of 10 degrees vs. 2 for the model grid). We show how, using the latter, we can improve the efficiency of the nudging on the AMOC reconstruction by adding a high-resolution annual cycle to the coarse resolution SSS product as well as a spatial downscaling to account for SSS gradient. The final protocol retained for the coarse SSS data is able to reconstruct a 100-year long AMOC period (average of 10.18 Sv and a standard deviation of 1.39 Sv), with a correlation of 0.76 to the target and a RMSE of 0.99 Sv. These values can be respectively compared to 0.85 and 0.75 Sv when using the global salinity surface observations. This work provides a first step towards understanding the limitations and prospects of historical AMOC reconstructions using different sea surface salinity datasets for the surface nudging. Changement climatique et Arctique et circulation océanique globale IPSL Climate graduate school Blue-Action: Arctic impact on weather and climat Article in Journal/Newspaper Arctic Arctique* OSKAR Bordeaux (Open Science Knowledge ARchive) Arctic Climate Dynamics 55 3-4 975 992
institution Open Polar
collection OSKAR Bordeaux (Open Science Knowledge ARchive)
op_collection_id ftoskarbordeaux
language English
topic Planète et Univers [physics]/Sciences de la Terre/Océanographie
spellingShingle Planète et Univers [physics]/Sciences de la Terre/Océanographie
ESTELLA-PEREZ, Victor
MIGNOT, Juliette
GUILYARDI, Éric
SWINGEDOUW, Didier
REVERDIN, Gilles
Advances in reconstructing the AMOC using sea surface observations of salinity
topic_facet Planète et Univers [physics]/Sciences de la Terre/Océanographie
description The Atlantic meridional overturning circulation (AMOC) is one of the main drivers of climate variability at decadal and longer time scales. As there are no direct multi-decadal observations of this key circulation, the reconstruction of past AMOC variations is essential. This work presents a step forward in reconstructing the AMOC using climate models and time-varying surface nudging of salinity and temperature data, for which independent multi-decadal observed series are available. A number of nudging protocols are explored in a perfect model framework to best reproduce the AMOC variability accommodating to the characteristics of SST and SSS available products. As reference SST products with sufficient space and time coverage are available, we here choose to focus on the limitations associated to SSS products with the goal of providing protocols using independent salinity products. We consider a global gridded dataset and, additionally, a coarser SSS dataset restricted to the Atlantic and with a quite low spatial resolution (order of 10 degrees vs. 2 for the model grid). We show how, using the latter, we can improve the efficiency of the nudging on the AMOC reconstruction by adding a high-resolution annual cycle to the coarse resolution SSS product as well as a spatial downscaling to account for SSS gradient. The final protocol retained for the coarse SSS data is able to reconstruct a 100-year long AMOC period (average of 10.18 Sv and a standard deviation of 1.39 Sv), with a correlation of 0.76 to the target and a RMSE of 0.99 Sv. These values can be respectively compared to 0.85 and 0.75 Sv when using the global salinity surface observations. This work provides a first step towards understanding the limitations and prospects of historical AMOC reconstructions using different sea surface salinity datasets for the surface nudging. Changement climatique et Arctique et circulation océanique globale IPSL Climate graduate school Blue-Action: Arctic impact on weather and climat
format Article in Journal/Newspaper
author ESTELLA-PEREZ, Victor
MIGNOT, Juliette
GUILYARDI, Éric
SWINGEDOUW, Didier
REVERDIN, Gilles
author_facet ESTELLA-PEREZ, Victor
MIGNOT, Juliette
GUILYARDI, Éric
SWINGEDOUW, Didier
REVERDIN, Gilles
author_sort ESTELLA-PEREZ, Victor
title Advances in reconstructing the AMOC using sea surface observations of salinity
title_short Advances in reconstructing the AMOC using sea surface observations of salinity
title_full Advances in reconstructing the AMOC using sea surface observations of salinity
title_fullStr Advances in reconstructing the AMOC using sea surface observations of salinity
title_full_unstemmed Advances in reconstructing the AMOC using sea surface observations of salinity
title_sort advances in reconstructing the amoc using sea surface observations of salinity
publishDate 2020
url https://oskar-bordeaux.fr/handle/20.500.12278/187269
https://hdl.handle.net/20.500.12278/187269
https://doi.org/10.1007/s00382-020-05304-4
geographic Arctic
geographic_facet Arctic
genre Arctic
Arctique*
genre_facet Arctic
Arctique*
op_relation 0930-7575
https://oskar-bordeaux.fr/handle/20.500.12278/187269
doi:10.1007/s00382-020-05304-4
op_rights open
Pas de Licence CC
op_doi https://doi.org/20.500.12278/18726910.1007/s00382-020-05304-4
container_title Climate Dynamics
container_volume 55
container_issue 3-4
container_start_page 975
op_container_end_page 992
_version_ 1790597505241579520