Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice-ocean data assimilation system

Accelerated retreat of Arctic Ocean summertime sea ice has focused attention on the potential use of the Northern Sea Route (NSR), for which sea ice thickness (SIT) information is crucial for safe maritime navigation. This study evaluated the medium-range (lead time below 10 days) forecast of SIT di...

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Published in:The Cryosphere
Main Authors: Nakanowatari, Takuya, Inoue, Jun, Sato, Kazutoshi, Bertino, Laurent, Xie, Jiping, Matsueda, Mio, Yamagami, Akio, Sugimura, Takeshi, Yabuki, Hironori, Otsuka, Natsuhiko
Format: Article in Journal/Newspaper
Language:English
Published: Copernicus Publications
Subjects:
452
Online Access:http://hdl.handle.net/2115/71038
https://doi.org/10.5194/tc-12-2005-2018
id fthokunivhus:oai:eprints.lib.hokudai.ac.jp:2115/71038
record_format openpolar
spelling fthokunivhus:oai:eprints.lib.hokudai.ac.jp:2115/71038 2023-05-15T15:09:48+02:00 Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice-ocean data assimilation system Nakanowatari, Takuya Inoue, Jun Sato, Kazutoshi Bertino, Laurent Xie, Jiping Matsueda, Mio Yamagami, Akio Sugimura, Takeshi Yabuki, Hironori Otsuka, Natsuhiko http://hdl.handle.net/2115/71038 https://doi.org/10.5194/tc-12-2005-2018 eng eng Copernicus Publications http://hdl.handle.net/2115/71038 Cryosphere, 12(6): 2005-2020 http://dx.doi.org/10.5194/tc-12-2005-2018 https://creativecommons.org/licenses/by/4.0/ CC-BY 452 article fthokunivhus https://doi.org/10.5194/tc-12-2005-2018 2022-11-18T01:05:00Z Accelerated retreat of Arctic Ocean summertime sea ice has focused attention on the potential use of the Northern Sea Route (NSR), for which sea ice thickness (SIT) information is crucial for safe maritime navigation. This study evaluated the medium-range (lead time below 10 days) forecast of SIT distribution in the East Siberian Sea (ESS) in early summer (June-July) based on the TOPAZ4 ice-ocean data assimilation system. A comparison of the operational model SIT data with reliable SIT estimates (hindcast, satellite and in situ data) showed that the TOPAZ4 reanalysis qualitatively reproduces the tongue-like distribution of SIT in ESS in early summer and the seasonal variations. Pattern correlation analysis of the SIT forecast data over 3 years (2014-2016) reveals that the early summer SIT distribution is accurately predicted for a lead time of up to 3 days, but that the prediction accuracy drops abruptly after the fourth day, which is related to a dynamical process controlled by synoptic-scale atmospheric fluctuations. For longer lead times (> 4 days), the thermodynamic melting process takes over, which contributes to most of the remaining prediction accuracy. In July 2014, during which an ice-blocking incident occurred, relatively thick SIT (similar to 150 cm) was simulated over the ESS, which is consistent with the reduction in vessel speed. These results suggest that TOPAZ4 sea ice information has great potential for practical applications in summertime maritime navigation via the NSR. Article in Journal/Newspaper Arctic Arctic Ocean East Siberian Sea Northern Sea Route Sea ice Hokkaido University Collection of Scholarly and Academic Papers (HUSCAP) Arctic Arctic Ocean East Siberian Sea ENVELOPE(166.000,166.000,74.000,74.000) The Cryosphere 12 6 2005 2020
institution Open Polar
collection Hokkaido University Collection of Scholarly and Academic Papers (HUSCAP)
op_collection_id fthokunivhus
language English
topic 452
spellingShingle 452
Nakanowatari, Takuya
Inoue, Jun
Sato, Kazutoshi
Bertino, Laurent
Xie, Jiping
Matsueda, Mio
Yamagami, Akio
Sugimura, Takeshi
Yabuki, Hironori
Otsuka, Natsuhiko
Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice-ocean data assimilation system
topic_facet 452
description Accelerated retreat of Arctic Ocean summertime sea ice has focused attention on the potential use of the Northern Sea Route (NSR), for which sea ice thickness (SIT) information is crucial for safe maritime navigation. This study evaluated the medium-range (lead time below 10 days) forecast of SIT distribution in the East Siberian Sea (ESS) in early summer (June-July) based on the TOPAZ4 ice-ocean data assimilation system. A comparison of the operational model SIT data with reliable SIT estimates (hindcast, satellite and in situ data) showed that the TOPAZ4 reanalysis qualitatively reproduces the tongue-like distribution of SIT in ESS in early summer and the seasonal variations. Pattern correlation analysis of the SIT forecast data over 3 years (2014-2016) reveals that the early summer SIT distribution is accurately predicted for a lead time of up to 3 days, but that the prediction accuracy drops abruptly after the fourth day, which is related to a dynamical process controlled by synoptic-scale atmospheric fluctuations. For longer lead times (> 4 days), the thermodynamic melting process takes over, which contributes to most of the remaining prediction accuracy. In July 2014, during which an ice-blocking incident occurred, relatively thick SIT (similar to 150 cm) was simulated over the ESS, which is consistent with the reduction in vessel speed. These results suggest that TOPAZ4 sea ice information has great potential for practical applications in summertime maritime navigation via the NSR.
format Article in Journal/Newspaper
author Nakanowatari, Takuya
Inoue, Jun
Sato, Kazutoshi
Bertino, Laurent
Xie, Jiping
Matsueda, Mio
Yamagami, Akio
Sugimura, Takeshi
Yabuki, Hironori
Otsuka, Natsuhiko
author_facet Nakanowatari, Takuya
Inoue, Jun
Sato, Kazutoshi
Bertino, Laurent
Xie, Jiping
Matsueda, Mio
Yamagami, Akio
Sugimura, Takeshi
Yabuki, Hironori
Otsuka, Natsuhiko
author_sort Nakanowatari, Takuya
title Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice-ocean data assimilation system
title_short Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice-ocean data assimilation system
title_full Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice-ocean data assimilation system
title_fullStr Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice-ocean data assimilation system
title_full_unstemmed Medium-range predictability of early summer sea ice thickness distribution in the East Siberian Sea based on the TOPAZ4 ice-ocean data assimilation system
title_sort medium-range predictability of early summer sea ice thickness distribution in the east siberian sea based on the topaz4 ice-ocean data assimilation system
publisher Copernicus Publications
url http://hdl.handle.net/2115/71038
https://doi.org/10.5194/tc-12-2005-2018
long_lat ENVELOPE(166.000,166.000,74.000,74.000)
geographic Arctic
Arctic Ocean
East Siberian Sea
geographic_facet Arctic
Arctic Ocean
East Siberian Sea
genre Arctic
Arctic Ocean
East Siberian Sea
Northern Sea Route
Sea ice
genre_facet Arctic
Arctic Ocean
East Siberian Sea
Northern Sea Route
Sea ice
op_relation http://hdl.handle.net/2115/71038
Cryosphere, 12(6): 2005-2020
http://dx.doi.org/10.5194/tc-12-2005-2018
op_rights https://creativecommons.org/licenses/by/4.0/
op_rightsnorm CC-BY
op_doi https://doi.org/10.5194/tc-12-2005-2018
container_title The Cryosphere
container_volume 12
container_issue 6
container_start_page 2005
op_container_end_page 2020
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