Promoting seasonal prediction capability of the early autumn tropical cyclone formation frequency over the western North Pacific: effect of Arctic sea ice

Seasonal prediction of tropical cyclone (TC) activity has been a hot research theme in the past decades. Usually, the tropical sea surface temperatures (SSTs) provide considerable predictability sources for the western North Pacific (WNP) TC activity. Here, we emphasized that the Chukchi-Beaufort (C...

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Published in:Environmental Research Letters
Main Authors: Peng Zhang, Zhiwei Wu, Zhiwei Zhu, Rui Jin
Format: Article in Journal/Newspaper
Language:English
Published: IOP Publishing 2022
Subjects:
Q
Online Access:https://doi.org/10.1088/1748-9326/aca2c0
https://doaj.org/article/2246ee8857b140db9803145ee3191c0f
id ftdoajarticles:oai:doaj.org/article:2246ee8857b140db9803145ee3191c0f
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spelling ftdoajarticles:oai:doaj.org/article:2246ee8857b140db9803145ee3191c0f 2023-09-05T13:16:42+02:00 Promoting seasonal prediction capability of the early autumn tropical cyclone formation frequency over the western North Pacific: effect of Arctic sea ice Peng Zhang Zhiwei Wu Zhiwei Zhu Rui Jin 2022-01-01T00:00:00Z https://doi.org/10.1088/1748-9326/aca2c0 https://doaj.org/article/2246ee8857b140db9803145ee3191c0f EN eng IOP Publishing https://doi.org/10.1088/1748-9326/aca2c0 https://doaj.org/toc/1748-9326 doi:10.1088/1748-9326/aca2c0 1748-9326 https://doaj.org/article/2246ee8857b140db9803145ee3191c0f Environmental Research Letters, Vol 17, Iss 12, p 124012 (2022) Arctic sea ice WNP TC formation frequency seasonal prediction Environmental technology. Sanitary engineering TD1-1066 Environmental sciences GE1-350 Science Q Physics QC1-999 article 2022 ftdoajarticles https://doi.org/10.1088/1748-9326/aca2c0 2023-08-13T00:36:54Z Seasonal prediction of tropical cyclone (TC) activity has been a hot research theme in the past decades. Usually, the tropical sea surface temperatures (SSTs) provide considerable predictability sources for the western North Pacific (WNP) TC activity. Here, we emphasized that the Chukchi-Beaufort (C-B) and Greenland (GL) sea ice variability is closely linked to the year-to-year variations of the early autumn WNP TC formation frequency (TCF). Observational and numerical evidence proved that the excessive C-B and GL sea ice sustains from August to the following early autumn and triggers the southeastward propagation of the Rossby wave trains originating from the Arctic across Western Eurasia (Okhotsk Sea) to the WNP. The resultant anomalous low pressure over WNP provides suitable environmental conditions for TC formation―the enhancement of the lower-level relative vorticity and water moisture, and the decrease of vertical wind shear. For the reduced sea ice, an opposite situation tends to emerge. The persistent combined sea ice signal makes it a physically meaningful precursor for TCF prediction. The cross-validated hindcast and independent forecast based on both the tropical SST and the Arctic sea ice precursors present that the TCF index is predicted with much higher correlation coefficients than those of the empirical models with only the tropical SST predictors. The results demonstrate that the Arctic sea ice truly promotes the seasonal prediction capability of the WNP TCF. Article in Journal/Newspaper Arctic Chukchi Greenland okhotsk sea Sea ice Directory of Open Access Journals: DOAJ Articles Arctic Greenland Okhotsk Pacific Environmental Research Letters 17 12 124012
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Arctic sea ice
WNP TC formation frequency
seasonal prediction
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
spellingShingle Arctic sea ice
WNP TC formation frequency
seasonal prediction
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
Peng Zhang
Zhiwei Wu
Zhiwei Zhu
Rui Jin
Promoting seasonal prediction capability of the early autumn tropical cyclone formation frequency over the western North Pacific: effect of Arctic sea ice
topic_facet Arctic sea ice
WNP TC formation frequency
seasonal prediction
Environmental technology. Sanitary engineering
TD1-1066
Environmental sciences
GE1-350
Science
Q
Physics
QC1-999
description Seasonal prediction of tropical cyclone (TC) activity has been a hot research theme in the past decades. Usually, the tropical sea surface temperatures (SSTs) provide considerable predictability sources for the western North Pacific (WNP) TC activity. Here, we emphasized that the Chukchi-Beaufort (C-B) and Greenland (GL) sea ice variability is closely linked to the year-to-year variations of the early autumn WNP TC formation frequency (TCF). Observational and numerical evidence proved that the excessive C-B and GL sea ice sustains from August to the following early autumn and triggers the southeastward propagation of the Rossby wave trains originating from the Arctic across Western Eurasia (Okhotsk Sea) to the WNP. The resultant anomalous low pressure over WNP provides suitable environmental conditions for TC formation―the enhancement of the lower-level relative vorticity and water moisture, and the decrease of vertical wind shear. For the reduced sea ice, an opposite situation tends to emerge. The persistent combined sea ice signal makes it a physically meaningful precursor for TCF prediction. The cross-validated hindcast and independent forecast based on both the tropical SST and the Arctic sea ice precursors present that the TCF index is predicted with much higher correlation coefficients than those of the empirical models with only the tropical SST predictors. The results demonstrate that the Arctic sea ice truly promotes the seasonal prediction capability of the WNP TCF.
format Article in Journal/Newspaper
author Peng Zhang
Zhiwei Wu
Zhiwei Zhu
Rui Jin
author_facet Peng Zhang
Zhiwei Wu
Zhiwei Zhu
Rui Jin
author_sort Peng Zhang
title Promoting seasonal prediction capability of the early autumn tropical cyclone formation frequency over the western North Pacific: effect of Arctic sea ice
title_short Promoting seasonal prediction capability of the early autumn tropical cyclone formation frequency over the western North Pacific: effect of Arctic sea ice
title_full Promoting seasonal prediction capability of the early autumn tropical cyclone formation frequency over the western North Pacific: effect of Arctic sea ice
title_fullStr Promoting seasonal prediction capability of the early autumn tropical cyclone formation frequency over the western North Pacific: effect of Arctic sea ice
title_full_unstemmed Promoting seasonal prediction capability of the early autumn tropical cyclone formation frequency over the western North Pacific: effect of Arctic sea ice
title_sort promoting seasonal prediction capability of the early autumn tropical cyclone formation frequency over the western north pacific: effect of arctic sea ice
publisher IOP Publishing
publishDate 2022
url https://doi.org/10.1088/1748-9326/aca2c0
https://doaj.org/article/2246ee8857b140db9803145ee3191c0f
geographic Arctic
Greenland
Okhotsk
Pacific
geographic_facet Arctic
Greenland
Okhotsk
Pacific
genre Arctic
Chukchi
Greenland
okhotsk sea
Sea ice
genre_facet Arctic
Chukchi
Greenland
okhotsk sea
Sea ice
op_source Environmental Research Letters, Vol 17, Iss 12, p 124012 (2022)
op_relation https://doi.org/10.1088/1748-9326/aca2c0
https://doaj.org/toc/1748-9326
doi:10.1088/1748-9326/aca2c0
1748-9326
https://doaj.org/article/2246ee8857b140db9803145ee3191c0f
op_doi https://doi.org/10.1088/1748-9326/aca2c0
container_title Environmental Research Letters
container_volume 17
container_issue 12
container_start_page 124012
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