Effect of surface restoring on subsurface variability in a climate model during 1949–2005

Initializing the ocean for decadal predictability studies is a challenge, as it requires reconstructing the little observed subsurface trajectory of ocean variability. In this study we explore to what extent surface nudging using well-observed sea surface temperature (SST) can reconstruct the deeper...

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Main Authors: Swingedouw, Didier, Guilyardi, Eric, Mignot, Juliette, Ray, Sulagna
Format: Article in Journal/Newspaper
Language:English
Published: Springer 2015
Subjects:
Online Access:https://dx.doi.org/10.7892/boris.70464
http://boris.unibe.ch/70464/
id ftdatacite:10.7892/boris.70464
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spelling ftdatacite:10.7892/boris.70464 2023-05-15T17:35:30+02:00 Effect of surface restoring on subsurface variability in a climate model during 1949–2005 Swingedouw, Didier Guilyardi, Eric Mignot, Juliette Ray, Sulagna 2015 application/pdf https://dx.doi.org/10.7892/boris.70464 http://boris.unibe.ch/70464/ en eng Springer info:eu-repo/semantics/restrictedAccess 530 Physics CreativeWork article 2015 ftdatacite https://doi.org/10.7892/boris.70464 2021-11-05T12:55:41Z Initializing the ocean for decadal predictability studies is a challenge, as it requires reconstructing the little observed subsurface trajectory of ocean variability. In this study we explore to what extent surface nudging using well-observed sea surface temperature (SST) can reconstruct the deeper ocean variations for the 1949–2005 period. An ensemble made with a nudged version of the IPSLCM5A model and compared to ocean reanalyses and reconstructed datasets. The SST is restored to observations using a physically-based relaxation coefficient, in contrast to earlier studies, which use a much larger value. The assessment is restricted to the regions where the ocean reanalyses agree, i.e. in the upper 500 m of the ocean, although this can be latitude and basin dependent. Significant reconstruction of the subsurface is achieved in specific regions, namely region of subduction in the subtropical Atlantic, below the thermocline in the equatorial Pacific and, in some cases, in the North Atlantic deep convection regions. Beyond the mean correlations, ocean integrals are used to explore the time evolution of the correlation over 20-year windows. Classical fixed depth heat content diagnostics do not exhibit any significant reconstruction between the different existing bservation-based references and can therefore not be used to assess global average time-varying correlations in the nudged simulations. Using the physically based average temperature above an isotherm (14°C) alleviates this issue in the tropics and subtropics and shows significant reconstruction of these quantities in the nudged simulations for several decades. This skill is attributed to the wind stress reconstruction in the tropics, as already demonstrated in a perfect model study using the same model. Thus, we also show here the robustness of this result in an historical and observational context. Article in Journal/Newspaper North Atlantic DataCite Metadata Store (German National Library of Science and Technology) Pacific
institution Open Polar
collection DataCite Metadata Store (German National Library of Science and Technology)
op_collection_id ftdatacite
language English
topic 530 Physics
spellingShingle 530 Physics
Swingedouw, Didier
Guilyardi, Eric
Mignot, Juliette
Ray, Sulagna
Effect of surface restoring on subsurface variability in a climate model during 1949–2005
topic_facet 530 Physics
description Initializing the ocean for decadal predictability studies is a challenge, as it requires reconstructing the little observed subsurface trajectory of ocean variability. In this study we explore to what extent surface nudging using well-observed sea surface temperature (SST) can reconstruct the deeper ocean variations for the 1949–2005 period. An ensemble made with a nudged version of the IPSLCM5A model and compared to ocean reanalyses and reconstructed datasets. The SST is restored to observations using a physically-based relaxation coefficient, in contrast to earlier studies, which use a much larger value. The assessment is restricted to the regions where the ocean reanalyses agree, i.e. in the upper 500 m of the ocean, although this can be latitude and basin dependent. Significant reconstruction of the subsurface is achieved in specific regions, namely region of subduction in the subtropical Atlantic, below the thermocline in the equatorial Pacific and, in some cases, in the North Atlantic deep convection regions. Beyond the mean correlations, ocean integrals are used to explore the time evolution of the correlation over 20-year windows. Classical fixed depth heat content diagnostics do not exhibit any significant reconstruction between the different existing bservation-based references and can therefore not be used to assess global average time-varying correlations in the nudged simulations. Using the physically based average temperature above an isotherm (14°C) alleviates this issue in the tropics and subtropics and shows significant reconstruction of these quantities in the nudged simulations for several decades. This skill is attributed to the wind stress reconstruction in the tropics, as already demonstrated in a perfect model study using the same model. Thus, we also show here the robustness of this result in an historical and observational context.
format Article in Journal/Newspaper
author Swingedouw, Didier
Guilyardi, Eric
Mignot, Juliette
Ray, Sulagna
author_facet Swingedouw, Didier
Guilyardi, Eric
Mignot, Juliette
Ray, Sulagna
author_sort Swingedouw, Didier
title Effect of surface restoring on subsurface variability in a climate model during 1949–2005
title_short Effect of surface restoring on subsurface variability in a climate model during 1949–2005
title_full Effect of surface restoring on subsurface variability in a climate model during 1949–2005
title_fullStr Effect of surface restoring on subsurface variability in a climate model during 1949–2005
title_full_unstemmed Effect of surface restoring on subsurface variability in a climate model during 1949–2005
title_sort effect of surface restoring on subsurface variability in a climate model during 1949–2005
publisher Springer
publishDate 2015
url https://dx.doi.org/10.7892/boris.70464
http://boris.unibe.ch/70464/
geographic Pacific
geographic_facet Pacific
genre North Atlantic
genre_facet North Atlantic
op_rights info:eu-repo/semantics/restrictedAccess
op_doi https://doi.org/10.7892/boris.70464
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