Impact of the assimilation of sea ice concentration data on an atmosphere-ocean-sea ice coupled simulation of the Arctic Ocean climate

Takahiro Toyoda, Toshiyuki Awaji, Nozomi Sugiura, Shuhei Masuda, Hiromichi Igarashi, Yuji Sasaki, Yoshihisa Hiyoshi, Yoichi Ishikawa, Takashi Mochizuki, Takashi T. Sakamoto, Hiroaki Tatebe, Yoshiki Komuro, Tatsuo Suzuki, Teruyuki Nishimura, Masato Mori, Yoshimitsu Chikamoto, Sayaka Yasunaka, Yukiko Imada, Miki Arai, Masahiro WatanabeHideo Shiogama, Toru Nozawa, Akira Hasegawa, Masayoshi Ishii, Masahide Kimoto

Research output: Contribution to journalArticle

8 Citations (Scopus)

Abstract

We have investigated the effects of assimilating sea ice concentration (SIC) data on a simulation of Arctic Ocean climate using an atmosphere-ocean-sea ice coupled model. Our results show that the normal overestimation of summertime SIC in the East Siberian Sea and the Beaufort Sea in simulations without sea-ice data input can be greatly reduced by assimilating seaice data and that this improvement is also evident in a following hindcast experiment for 3-4 years after the initialization of the assimilation. In the hindcast experiment, enhanced heat storage in both sea ice and in the ocean surface layer plays a central role in improving the accuracy of the sea ice distribution, particularly in summer. Our detailed investigation suggests that the ice-albedo feedback and the feedback associated with the atmospheric pressure pattern generated by the improved estimation of SIC work more effectively to retain the heat signal after initialization for a coupled atmosphere-ocean-sea ice system prediction. In addition, comparison with field observations confirms that the model fails to produce a realistic feedback loop, which is (presumably) due to inadequacies in both the ice-cloud feedback model and the feedback via the Beaufort Gyre circulation. Further development of coupled models is thus required to better define Arctic Ocean climate processes and to improve the accuracy of their predictions.

Original languageEnglish
Pages (from-to)37-40
Number of pages4
JournalScientific Online Letters on the Atmosphere
Volume7
Issue number1
DOIs
Publication statusPublished - 2011
Externally publishedYes

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sea ice
atmosphere
climate
ocean
simulation
ice
assimilation
Arctic Ocean
gyre
prediction
atmospheric pressure
albedo
surface layer
sea surface
experiment
summer

ASJC Scopus subject areas

  • Atmospheric Science

Cite this

Impact of the assimilation of sea ice concentration data on an atmosphere-ocean-sea ice coupled simulation of the Arctic Ocean climate. / Toyoda, Takahiro; Awaji, Toshiyuki; Sugiura, Nozomi; Masuda, Shuhei; Igarashi, Hiromichi; Sasaki, Yuji; Hiyoshi, Yoshihisa; Ishikawa, Yoichi; Mochizuki, Takashi; Sakamoto, Takashi T.; Tatebe, Hiroaki; Komuro, Yoshiki; Suzuki, Tatsuo; Nishimura, Teruyuki; Mori, Masato; Chikamoto, Yoshimitsu; Yasunaka, Sayaka; Imada, Yukiko; Arai, Miki; Watanabe, Masahiro; Shiogama, Hideo; Nozawa, Toru; Hasegawa, Akira; Ishii, Masayoshi; Kimoto, Masahide.

In: Scientific Online Letters on the Atmosphere, Vol. 7, No. 1, 2011, p. 37-40.

Research output: Contribution to journalArticle

Toyoda, T, Awaji, T, Sugiura, N, Masuda, S, Igarashi, H, Sasaki, Y, Hiyoshi, Y, Ishikawa, Y, Mochizuki, T, Sakamoto, TT, Tatebe, H, Komuro, Y, Suzuki, T, Nishimura, T, Mori, M, Chikamoto, Y, Yasunaka, S, Imada, Y, Arai, M, Watanabe, M, Shiogama, H, Nozawa, T, Hasegawa, A, Ishii, M & Kimoto, M 2011, 'Impact of the assimilation of sea ice concentration data on an atmosphere-ocean-sea ice coupled simulation of the Arctic Ocean climate', Scientific Online Letters on the Atmosphere, vol. 7, no. 1, pp. 37-40. https://doi.org/10.2151/sola.2011-010
Toyoda, Takahiro ; Awaji, Toshiyuki ; Sugiura, Nozomi ; Masuda, Shuhei ; Igarashi, Hiromichi ; Sasaki, Yuji ; Hiyoshi, Yoshihisa ; Ishikawa, Yoichi ; Mochizuki, Takashi ; Sakamoto, Takashi T. ; Tatebe, Hiroaki ; Komuro, Yoshiki ; Suzuki, Tatsuo ; Nishimura, Teruyuki ; Mori, Masato ; Chikamoto, Yoshimitsu ; Yasunaka, Sayaka ; Imada, Yukiko ; Arai, Miki ; Watanabe, Masahiro ; Shiogama, Hideo ; Nozawa, Toru ; Hasegawa, Akira ; Ishii, Masayoshi ; Kimoto, Masahide. / Impact of the assimilation of sea ice concentration data on an atmosphere-ocean-sea ice coupled simulation of the Arctic Ocean climate. In: Scientific Online Letters on the Atmosphere. 2011 ; Vol. 7, No. 1. pp. 37-40.
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AU - Masuda, Shuhei

AU - Igarashi, Hiromichi

AU - Sasaki, Yuji

AU - Hiyoshi, Yoshihisa

AU - Ishikawa, Yoichi

AU - Mochizuki, Takashi

AU - Sakamoto, Takashi T.

AU - Tatebe, Hiroaki

AU - Komuro, Yoshiki

AU - Suzuki, Tatsuo

AU - Nishimura, Teruyuki

AU - Mori, Masato

AU - Chikamoto, Yoshimitsu

AU - Yasunaka, Sayaka

AU - Imada, Yukiko

AU - Arai, Miki

AU - Watanabe, Masahiro

AU - Shiogama, Hideo

AU - Nozawa, Toru

AU - Hasegawa, Akira

AU - Ishii, Masayoshi

AU - Kimoto, Masahide

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