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2009 Fiscal Year Final Research Report

Development of a chemical Data assimilation system using ensemble Kalman filter

Research Project

  • PDF
Project/Area Number 19740300
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Meteorology/Physical oceanography/Hydrology
Research InstitutionJapan Agency for Marine-Earth Science and Technology

Principal Investigator

MIYAZAKI Kazuyuki  Japan Agency for Marine-Earth Science and Technology, 地球環境変動領域, ポストドクトラル研究員 (30435838)

Project Period (FY) 2007 – 2009
Keywordsオゾン / データ同化 / 二酸化炭素 / 化学輸送モデル / 大気微量成分
Research Abstract

本研究は高度な同化手法であるアンサンブルカルマンフィルタ(EnKF)を用いて大気微量成分の高精度なデータ同化システムを構築することを目的とする。この目的のために、大気の観測値を大気大循環モデルに同化するシステムおよび大気微量成分の観測値を化学輸送モデルに同化するシステムを構築した。理想化実験および実際の観測データを利用したデータ同化実験から本システムの性能を検証し、大気微量成分の再解析を実施するための実用的なフレームワークが得られた。

  • Research Products

    (24 results)

All 2009 2008 2007 Other

All Journal Article (8 results) (of which Peer Reviewed: 8 results) Presentation (15 results) Remarks (1 results)

  • [Journal Article] Isentropic diffusion coefficient derived from chemical constituent data2009

    • Author(s)
      Miyazaki, K., T. Iwasaki
    • Journal Title

      Scientific Online Letters on the Atmosphere Vol.5

      Pages: 009-012

    • URL

      doi:10.2151/sola

    • Peer Reviewed
  • [Journal Article] Performance of a local ensemble transform Kalman filter for the analysis of atmospheric circulation and distribution of long-lived tracers under idealized conditions2009

    • Author(s)
      Miyazaki, K.
    • Journal Title

      Journal of Geophysical Research 114

      Pages: D19304

    • URL

      doi:10.1029/2008JD010545

    • Peer Reviewed
  • [Journal Article] The gradient genesis of stratospheric trace species in the subtropics and around the polar vortex2008

    • Author(s)
      Miyazaki, K., T. Iwasaki
    • Journal Title

      Journal of the Atmospheric Sciences 65

      Pages: 490-508

    • Peer Reviewed
  • [Journal Article] On the analysis of mean vertical velocities around the Antarctic polar vortex2008

    • Author(s)
      Miyazaki, K., T. Iwasaki
    • Journal Title

      Journal of the Atmospheric Sciences 65

      Pages: 3989-4003

    • Peer Reviewed
  • [Journal Article] Global-scale transport of carbon dioxide in the troposphere2007

    • Author(s)
      Miyazaki, K., P.K. Patra, M. Takigawa, T. Iwasaki, T. Nakazawa
    • Journal Title

      Journal of Geophysical Research 113

      Pages: D15301

    • Peer Reviewed
  • [Journal Article] Transport and mixing in the extratropical tropopause region in a high vertical resolution GCM. Part I: Potential vorticity and heat budget analysis

    • Author(s)
      Miyazaki, K., S. Watanabe, Y. Kawatani, Y. Tomikawa, M. Takahashi, K. Sato
    • Journal Title

      Journal of the Atmospheric Sciences (in press)

    • Peer Reviewed
  • [Journal Article] Transport and mixing in the extratropical tropopause region in a high vertical resolution GCM. Part II: Relative importance of large-scale and small-scale dynamics

    • Author(s)
      Miyazaki, K., K. Sato, S. Watanabe, Y. Tomikawa, Y. Kawatani, M. Takahashi
    • Journal Title

      Journal of the Atmospheric Sciences (in press)

    • Peer Reviewed
  • [Journal Article] Formation mechanisms of latitudinal CO2 gradient in the upper troposphere over the subtropics and tropics

    • Author(s)
      Miyazaki, K., T. Machida, P.K. Patra, T. Iwasaki, Y. Sawa, H. Matsueda, T. Nakazawa
    • Journal Title

      Journal of Geophysical Research 114

      Pages: D03306

    • URL

      doi:10.1029/2007JD009557

    • Peer Reviewed
  • [Presentation] Transport and mixing in the extratropical tropopause region in a high vertical resolution GCM2009

    • Author(s)
      Miyazaki, K., S. Watanabe, Y. Kawatani, Y. Tomikawa, M. Takahashi, K. Sat
    • Organizer
      IGAC-SPARC Joint Workshop
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      2009-10-25
  • [Presentation] Transport and mixing in the extratropical tropopause region in a high vertical resolution GCM2009

    • Author(s)
      Miyazaki, K., S. Watanabe, Y. Kawatani, Y. Tomikawa, M. Takahashi, K. Sat
    • Organizer
      The Extra-tropical UTLS: observations, concepts and future directions
    • Place of Presentation
      Boulder, USA
    • Year and Date
      2009-10-21
  • [Presentation] Performance of a local ensemble transform Kalman filter data assimilation system for the analysis of the atmospheric circulation and the distribution of long-lived tracers2009

    • Author(s)
      Miyazaki, K.
    • Organizer
      The 5TH WMO Symposium on Data Assimilation
    • Place of Presentation
      Melbourne, Australia
    • Year and Date
      2009-10-08
  • [Presentation] Comparisons of Brewer Dobson Circulations Diagnosed from Reanalyses2009

    • Author(s)
      Iwasaki, T., H. Hamada, K. Miyazaki
    • Organizer
      The 5TH WMO Symposium on Data Assimilation
    • Place of Presentation
      Melbourne, Australia
    • Year and Date
      2009-10-05
  • [Presentation] Performance of local ensemble transform Kalman filter data assimilation system on analysis of long-lived tracer distributions in the troposphere and stratosphere2009

    • Author(s)
      Miyazaki, K.
    • Organizer
      MOCA-09: IAMAS - IAPSO - IACS 2009 Joint Assembly
    • Place of Presentation
      Montreal, Canada
    • Year and Date
      2009-07-22
  • [Presentation] Development of a chemical data assimilation system using a local ensemble transformed Kalman filter: A perfect model experiment2008

    • Author(s)
      Miyazaki, K., K. Sudo
    • Organizer
      WWRP/THORPEX WORKSHOP on 4D-VAR and ENSEMBLE KALMAN FILTER INTER-COMPARISONS
    • Place of Presentation
      Buenos Aires, Argentina
    • Year and Date
      2008-11-11
  • [Presentation] Analysis of extratropical UTLS structure using a high vertical resolution GCM2008

    • Author(s)
      Miyazaki, K., S. Watanabe, Y. Tomikawa, Y. Kawatani, M. Takahashi, K. Sato
    • Organizer
      SPARC 4th General Assembly
    • Place of Presentation
      Bologna, Italy
    • Year and Date
      2008-09-02
  • [Presentation] Analysis of mean downward velocity around the Antarctic polar vortex2008

    • Author(s)
      Miyazaki, K., T. Iwasaki
    • Organizer
      SPARC 4th General Assembly
    • Place of Presentation
      Bologna, Italy
    • Year and Date
      2008-09-02
  • [Presentation] Development of a chemistry-climate coupling data assimilation system using a local ensemble transformed Kalman filter2008

    • Author(s)
      Miyazaki, K., K. Sudo
    • Organizer
      Quadrennial Ozone Symposium 2008
    • Place of Presentation
      Tromso, Norway
    • Year and Date
      2008-07-02
  • [Presentation] Global transport and life cycle of ozone in the stratosphere2008

    • Author(s)
      Miyazaki, K., T. Iwasaki
    • Organizer
      SMILES International Workshop 2008
    • Place of Presentation
      Kyoto, Japan
    • Year and Date
      2008-03-19
  • [Presentation] Comparisons of Brewer-Dobson Circulations2008

    • Author(s)
      Iwasaki, T., H, Hamada, K. Miyazaki
    • Organizer
      Third WCRP International Conference on Reanalysis
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2008-01-31
  • [Presentation] Development of a chemical data assimilation system using a local ensemble transformed Kalman filter2008

    • Author(s)
      Miyazaki, K., K. Sudo
    • Organizer
      Third WCRP International Conference on Reanalysis
    • Place of Presentation
      Tokyo, Japan
    • Year and Date
      2008-01-31
  • [Presentation] The gradient genesis of the stratospheric trace species in the subtropics and around the polar vortex2007

    • Author(s)
      Miyazaki, K., T. Iwasaki
    • Organizer
      AMS 14th Conference on Middle Atmosphere
    • Place of Presentation
      Portland, Oregon, USA
    • Year and Date
      2007-08-21
  • [Presentation] Transport analysis of tropospheric carbon dioxide2007

    • Author(s)
      Miyazaki, K., Patra, K. Prabir, M, Takigawa, T, Nakazawa
    • Organizer
      European Geosciences Union General Assembly 2007
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      2007-04-19
  • [Presentation] The gradient genesis of the stratospheric trace species in the subtropics and around the polar vortex2007

    • Author(s)
      Miyazaki, K., T. Iwasaki
    • Organizer
      European Geosciences Union General Assembly 2007
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      2007-04-19
  • [Remarks]

    • URL

      http://www.jamstec.go.jp/res/ress/kmiyazaki/

URL: 

Published: 2011-06-18   Modified: 2016-04-21  

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