Emerging Skill in Multi-Year Prediction of the Indian Ocean Dipole

The Indian Ocean Dipole is a leading phenomenon of climate variability in the tropics, which affects the global climate. However, the best lead prediction skill for the Indian Ocean Dipole, until recently, has been limited to ~6 months before the occurrence of the event. Here, we show that multi-yea...

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Published in:Frontiers in Climate
Main Authors: F. Feba, Karumuri Ashok, Matthew Collins, Satish R. Shetye
Format: Article in Journal/Newspaper
Language:English
Published: Frontiers Media S.A. 2021
Subjects:
geo
Online Access:https://doi.org/10.3389/fclim.2021.736759
https://doaj.org/article/797a9771addc474e89c781be01b1e38b
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spelling fttriple:oai:gotriple.eu:oai:doaj.org/article:797a9771addc474e89c781be01b1e38b 2023-05-15T18:24:31+02:00 Emerging Skill in Multi-Year Prediction of the Indian Ocean Dipole F. Feba Karumuri Ashok Matthew Collins Satish R. Shetye 2021-09-01 https://doi.org/10.3389/fclim.2021.736759 https://doaj.org/article/797a9771addc474e89c781be01b1e38b en eng Frontiers Media S.A. 2624-9553 doi:10.3389/fclim.2021.736759 https://doaj.org/article/797a9771addc474e89c781be01b1e38b undefined Frontiers in Climate, Vol 3 (2021) Indian Ocean (Dipole) decadal prediction CanCM4 MIROC5 Southern Ocean IOD and Southern Ocean geo envir Journal Article https://vocabularies.coar-repositories.org/resource_types/c_6501/ 2021 fttriple https://doi.org/10.3389/fclim.2021.736759 2023-01-22T18:58:47Z The Indian Ocean Dipole is a leading phenomenon of climate variability in the tropics, which affects the global climate. However, the best lead prediction skill for the Indian Ocean Dipole, until recently, has been limited to ~6 months before the occurrence of the event. Here, we show that multi-year prediction has made considerable advancement such that, for the first time, two general circulation models have significant prediction skills for the Indian Ocean Dipole for at least 2 years after initialization. This skill is present despite ENSO having a lead prediction skill of only 1 year. Our analysis of observed/reanalyzed ocean datasets shows that the source of this multi-year predictability lies in sub-surface signals that propagate from the Southern Ocean into the Indian Ocean. Prediction skill for a prominent climate driver like the Indian Ocean Dipole has wide-ranging benefits for climate science and society. Article in Journal/Newspaper Southern Ocean Unknown Indian Southern Ocean Frontiers in Climate 3
institution Open Polar
collection Unknown
op_collection_id fttriple
language English
topic Indian Ocean (Dipole)
decadal prediction
CanCM4
MIROC5
Southern Ocean
IOD and Southern Ocean
geo
envir
spellingShingle Indian Ocean (Dipole)
decadal prediction
CanCM4
MIROC5
Southern Ocean
IOD and Southern Ocean
geo
envir
F. Feba
Karumuri Ashok
Matthew Collins
Satish R. Shetye
Emerging Skill in Multi-Year Prediction of the Indian Ocean Dipole
topic_facet Indian Ocean (Dipole)
decadal prediction
CanCM4
MIROC5
Southern Ocean
IOD and Southern Ocean
geo
envir
description The Indian Ocean Dipole is a leading phenomenon of climate variability in the tropics, which affects the global climate. However, the best lead prediction skill for the Indian Ocean Dipole, until recently, has been limited to ~6 months before the occurrence of the event. Here, we show that multi-year prediction has made considerable advancement such that, for the first time, two general circulation models have significant prediction skills for the Indian Ocean Dipole for at least 2 years after initialization. This skill is present despite ENSO having a lead prediction skill of only 1 year. Our analysis of observed/reanalyzed ocean datasets shows that the source of this multi-year predictability lies in sub-surface signals that propagate from the Southern Ocean into the Indian Ocean. Prediction skill for a prominent climate driver like the Indian Ocean Dipole has wide-ranging benefits for climate science and society.
format Article in Journal/Newspaper
author F. Feba
Karumuri Ashok
Matthew Collins
Satish R. Shetye
author_facet F. Feba
Karumuri Ashok
Matthew Collins
Satish R. Shetye
author_sort F. Feba
title Emerging Skill in Multi-Year Prediction of the Indian Ocean Dipole
title_short Emerging Skill in Multi-Year Prediction of the Indian Ocean Dipole
title_full Emerging Skill in Multi-Year Prediction of the Indian Ocean Dipole
title_fullStr Emerging Skill in Multi-Year Prediction of the Indian Ocean Dipole
title_full_unstemmed Emerging Skill in Multi-Year Prediction of the Indian Ocean Dipole
title_sort emerging skill in multi-year prediction of the indian ocean dipole
publisher Frontiers Media S.A.
publishDate 2021
url https://doi.org/10.3389/fclim.2021.736759
https://doaj.org/article/797a9771addc474e89c781be01b1e38b
geographic Indian
Southern Ocean
geographic_facet Indian
Southern Ocean
genre Southern Ocean
genre_facet Southern Ocean
op_source Frontiers in Climate, Vol 3 (2021)
op_relation 2624-9553
doi:10.3389/fclim.2021.736759
https://doaj.org/article/797a9771addc474e89c781be01b1e38b
op_rights undefined
op_doi https://doi.org/10.3389/fclim.2021.736759
container_title Frontiers in Climate
container_volume 3
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