Ross–Weddell Dipole Critical for Antarctic Sea Ice Predictability in MPI–ESM–HR

We use hindcasts from a state-of-the-art decadal climate prediction system initialized between 1979 and 2017 to explore the predictability of the Antarctic dipole—that is, the seesaw between sea ice cover in the Weddell and Ross Seas, and discuss its implications for Antarctic sea ice predictability...

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Main Authors: Davide Zanchettin, Kameswarrao Modali, Wolfgang A. Müller, Angelo Rubino
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Atmosphere
Subjects:
Online Access:https://www.mdpi.com/2073-4433/15/3/295
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author Davide Zanchettin
Kameswarrao Modali
Wolfgang A. Müller
Angelo Rubino
author_facet Davide Zanchettin
Kameswarrao Modali
Wolfgang A. Müller
Angelo Rubino
author_sort Davide Zanchettin
collection DOAJ
description We use hindcasts from a state-of-the-art decadal climate prediction system initialized between 1979 and 2017 to explore the predictability of the Antarctic dipole—that is, the seesaw between sea ice cover in the Weddell and Ross Seas, and discuss its implications for Antarctic sea ice predictability. Our results indicate low forecast skills for the Antarctic dipole in the first hindcast year, with a strong relaxation of March values toward the climatology contrasting with an overestimation of anomalies in September, which we interpret as being linked to a predominance of local drift processes over initialized large-scale dynamics. Forecast skills for the Antarctic dipole and total Antarctic sea ice extent are uncorrelated. Limited predictability of the Antarctic dipole is also found under preconditioning around strong warm and strong cold events of the El Niño-Southern Oscillation. Initialization timing and model drift are reported as potential explanations for the poor predictive skills identified.
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spelling doaj.art-f126d3f42d6f4b7595047646b30162ac2024-03-27T13:20:37ZengMDPI AGAtmosphere2073-44332024-02-0115329510.3390/atmos15030295Ross–Weddell Dipole Critical for Antarctic Sea Ice Predictability in MPI–ESM–HRDavide Zanchettin0Kameswarrao Modali1Wolfgang A. Müller2Angelo Rubino3Department of Environmental Sciences, Informatics and Statistics, University Ca’Foscari of Venice, Via Torino 155, 30172 Mestre, ItalyDeutsches Klimarechenzentrum GmbH (DKRZ), Bundesstraße 45a, D-20146 Hamburg, GermanyMax Planck Institute for Meteorology, Bundesstraße 53, D-20146 Hamburg, GermanyDepartment of Environmental Sciences, Informatics and Statistics, University Ca’Foscari of Venice, Via Torino 155, 30172 Mestre, ItalyWe use hindcasts from a state-of-the-art decadal climate prediction system initialized between 1979 and 2017 to explore the predictability of the Antarctic dipole—that is, the seesaw between sea ice cover in the Weddell and Ross Seas, and discuss its implications for Antarctic sea ice predictability. Our results indicate low forecast skills for the Antarctic dipole in the first hindcast year, with a strong relaxation of March values toward the climatology contrasting with an overestimation of anomalies in September, which we interpret as being linked to a predominance of local drift processes over initialized large-scale dynamics. Forecast skills for the Antarctic dipole and total Antarctic sea ice extent are uncorrelated. Limited predictability of the Antarctic dipole is also found under preconditioning around strong warm and strong cold events of the El Niño-Southern Oscillation. Initialization timing and model drift are reported as potential explanations for the poor predictive skills identified.https://www.mdpi.com/2073-4433/15/3/295Antarctic sea icedecadal climate predictionsAntarctic dipoleENSOinterannual climate variabilityintrinsic ocean variability
spellingShingle Davide Zanchettin
Kameswarrao Modali
Wolfgang A. Müller
Angelo Rubino
Ross–Weddell Dipole Critical for Antarctic Sea Ice Predictability in MPI–ESM–HR
Atmosphere
Antarctic sea ice
decadal climate predictions
Antarctic dipole
ENSO
interannual climate variability
intrinsic ocean variability
title Ross–Weddell Dipole Critical for Antarctic Sea Ice Predictability in MPI–ESM–HR
title_full Ross–Weddell Dipole Critical for Antarctic Sea Ice Predictability in MPI–ESM–HR
title_fullStr Ross–Weddell Dipole Critical for Antarctic Sea Ice Predictability in MPI–ESM–HR
title_full_unstemmed Ross–Weddell Dipole Critical for Antarctic Sea Ice Predictability in MPI–ESM–HR
title_short Ross–Weddell Dipole Critical for Antarctic Sea Ice Predictability in MPI–ESM–HR
title_sort ross weddell dipole critical for antarctic sea ice predictability in mpi esm hr
topic Antarctic sea ice
decadal climate predictions
Antarctic dipole
ENSO
interannual climate variability
intrinsic ocean variability
url https://www.mdpi.com/2073-4433/15/3/295
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AT wolfgangamuller rossweddelldipolecriticalforantarcticseaicepredictabilityinmpiesmhr
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