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Predictability of atmospheric minor constituents validated by a high-performance data assimilation system

Research Project

Project/Area Number 20740275
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeSingle-year Grants
Research Field Meteorology/Physical oceanography/Hydrology
Research InstitutionJapan, Meteorological Research Institute

Principal Investigator

SEKIYAMA Tsuyoshi  Japan, Meteorological Research Institute, 環境・応用気象研究部, 主任研究官 (90354498)

Research Collaborator MAKI Takashi  気象庁気象研究所, 環境・応用気象研究部, 主任研究官
TANAKA Taichu  気象庁気象研究所, 環境・応用気象研究部, 主任研究官
DEUSHI Makoto  気象庁気象研究所, 環境・応用気象研究部, 研究官
SHIMIZU Atsushi  国立環境研究所, アジア自然共生研究グループ, 主任研究員
MIYOSHI Takemasa  メリーランド大学, 大気海洋科学部, 助教
ARELLANO Avelino F., Jr  アリゾナ大学, 大気科学部, 助教
Project Period (FY) 2008 – 2010
Project Status Completed (Fiscal Year 2010)
Budget Amount *help
¥4,030,000 (Direct Cost: ¥3,100,000、Indirect Cost: ¥930,000)
Fiscal Year 2010: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2009: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2008: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Keywords大気化学 / データ同化 / 数値シミュレーション / アンサンブル・カルマン・フィルタ / オゾン / エアロゾル / 黄砂 / 予測可能性 / 大気化学シミュレーション / 解析値 / 初期値
Research Abstract

We developed a data assimilation system for atmospheric minor constituents using the Ensemble Kalman filter that is an advanced mathematical statistic scheme. Data assimilation is an informational technology, which merges model simulation results and observation results. The analyses of stratospheric ozone and tropospheric aerosol concentrations were calculated by this data assimilation system. We performed numerical hindcast simulations of the ozone layer and dust aerosol using those analyses as initial conditions. Consequently, the ozone/dust predictability in several hours/several days was evidently improved.

Report

(4 results)
  • 2010 Annual Research Report   Final Research Report ( PDF )
  • 2009 Annual Research Report
  • 2008 Annual Research Report
  • Research Products

    (29 results)

All 2011 2010 2009 2008 Other

All Journal Article (7 results) (of which Peer Reviewed: 7 results) Presentation (21 results) Remarks (1 results)

  • [Journal Article]2011

    • Author(s)
      Sekiyama, T.T., T.Y. Tanaka, T.Maki, M.Mikami
    • Journal Title

      Scientific Online Letters on the Atmosphere 7A

      Pages: 40-43

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Operation-Oriented Ensemble Data Assimilation of Total Column Ozone2011

    • Author(s)
      Sekiyama, T.T., M.Deushi, T.Miyoshi
    • Journal Title

      Scientific Online Letters on the Atmosphere 7

      Pages: 41-44

    • NAID

      130004448538

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Operation-Oriented Ensemble Data Assimilation of Total Column Ozone2011

    • Author(s)
      関山剛
    • Journal Title

      Scientific Online Letters on the Atmosphere

      Volume: 7 Pages: 41-44

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] The effects of snow cover and soil moisture on Asian dust : II. Emission estimation by lidar data assimilation2011

    • Author(s)
      関山剛
    • Journal Title

      Scientific Online Letters on the Atmosphere

      Volume: 7A Pages: 40-43

    • Related Report
      2010 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Data assimilation of CALIPSO aerosol observations2010

    • Author(s)
      Sekiyama, T.T., T.Y.Tanaka, A.Shimizu, T.Miyoshi
    • Journal Title

      Atmospheric Chemistry and Physics 10

      Pages: 39-49

    • Related Report
      2010 Final Research Report
    • Peer Reviewed
  • [Journal Article] Data assimilation of CALIPSO aerosol observations2010

    • Author(s)
      関山剛
    • Journal Title

      Atmospheric Chemistry and Physics 10

      Pages: 39-49

    • Related Report
      2009 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Data assimilation of CAUPSO aerosol observations2009

    • Author(s)
      関山 剛, 他3名
    • Journal Title

      Atmospheric Chemistry and Physics Discussion 9

      Pages: 5785-5808

    • Related Report
      2008 Annual Research Report
    • Peer Reviewed
  • [Presentation] Dust Aerosol Analysis and Prediction with Lidar Observations and Ensemble Kalman Filter2010

    • Author(s)
      関山剛
    • Organizer
      AGU Fall Meeting 2010
    • Place of Presentation
      サンフランシスコ(米国)
    • Year and Date
      2010-12-15
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Overview.MRI/JMA-Asian Dust Simulation, Prediction, and Verification2010

    • Author(s)
      関山剛
    • Organizer
      The Second International Cooperative for Aerosol Prediction (ICAP) Workshop
    • Place of Presentation
      オクスフォード(イギリス)
    • Year and Date
      2010-10-01
    • Related Report
      2010 Final Research Report
  • [Presentation] Overview-MRI/JMA-Asian Dust Simulation, Prediction, and Verification2010

    • Author(s)
      関山剛
    • Organizer
      The Second International Cooperative for Aerosol Prediction (ICAP) Workshop
    • Place of Presentation
      オクスフォード(イギリス)
    • Year and Date
      2010-10-01
    • Related Report
      2010 Annual Research Report
  • [Presentation] Dust analysis and prediction with ensemble-based data assimilation2010

    • Author(s)
      関山剛
    • Organizer
      9th AeroCom Workshop
    • Place of Presentation
      オクスフォード(イギリス)
    • Year and Date
      2010-09-28
    • Related Report
      2010 Final Research Report
  • [Presentation] Dust analysis and prediction with ensemble based data assimilation2010

    • Author(s)
      関山剛
    • Organizer
      9th AeroCom Workshop
    • Place of Presentation
      オクスフォード(イギリス)
    • Year and Date
      2010-09-28
    • Related Report
      2010 Annual Research Report
  • [Presentation] Aerosol Data Assimilation with Lidar Observations and Ensemble Kalman Filter2010

    • Author(s)
      関山剛
    • Organizer
      The Second GAW Aerosol Lidar Observation Network (GALION) Workshop
    • Place of Presentation
      ジュネーブ(スイス)
    • Year and Date
      2010-09-22
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] 大気エアロゾルのデータ同化2010

    • Author(s)
      関山剛
    • Organizer
      第27回エアロゾル科学・技術研究討論会
    • Place of Presentation
      名古屋 (愛知県)
    • Year and Date
      2010-08-04
    • Related Report
      2010 Final Research Report
  • [Presentation] 大気エアロゾルのデータ同化2010

    • Author(s)
      関山剛
    • Organizer
      第27回エアロゾル科学・技術研究討論会
    • Place of Presentation
      名古屋大学
    • Year and Date
      2010-08-04
    • Related Report
      2010 Annual Research Report
  • [Presentation] Dust aerosol analysis and prediction with 4D-EnKF data assimilation2010

    • Author(s)
      関山剛
    • Organizer
      EGU General Assembly 2010
    • Place of Presentation
      ウィーン(オーストリア)
    • Year and Date
      2010-05-04
    • Related Report
      2010 Annual Research Report 2010 Final Research Report
  • [Presentation] Data Assimilation of CALIPSO Aerosol Observations Using an Ensemble Kalman Filter2009

    • Author(s)
      関山剛
    • Organizer
      第4回日中韓気象学会共同会議
    • Place of Presentation
      つくば(茨城県)
    • Year and Date
      2009-11-09
    • Related Report
      2010 Final Research Report
  • [Presentation] DATA ASSIMILATION OF CALIPSO AEROSOL OBSERVATIONS USING AN ENSEMBLE KALMAN FILTER2009

    • Author(s)
      関山剛
    • Organizer
      第4回日中韓気象学会共同会議
    • Place of Presentation
      つくば国際会議場(茨城県)
    • Year and Date
      2009-11-09
    • Related Report
      2009 Annual Research Report
  • [Presentation] ライダーによるエアロゾル観測をアンサンブル\カルマン\フィルタでデータ同化する2009

    • Author(s)
      関山剛
    • Organizer
      第15回大気化学討論会
    • Place of Presentation
      つくば(茨城県)
    • Year and Date
      2009-10-20
    • Related Report
      2010 Final Research Report
  • [Presentation] ライダーによるエアロゾル観測をアンサンブル・カルマン・フィルタでデータ同化する2009

    • Author(s)
      関山剛
    • Organizer
      第15回大気化学討論会
    • Place of Presentation
      つくば国際会議場(茨城県)
    • Year and Date
      2009-10-20
    • Related Report
      2009 Annual Research Report
  • [Presentation] Aerosol Data Assimilation with an Ensemble Kalman Filter Using CALIPSO and Ground-Based Lidar Observations2009

    • Author(s)
      関山剛
    • Organizer
      第5回WMOデータ同化シンポジウム
    • Place of Presentation
      メルボルン(オーストラリア)
    • Year and Date
      2009-10-05
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] Aerosol Data Assimilation with an Ensemble Kalman Filter Using CALIPSO and Ground-Based Lidar Observations2009

    • Author(s)
      関山剛
    • Organizer
      IAMAS-IAPSO-IACS 2009 Joint Assembly
    • Place of Presentation
      モントリオール(カナダ)
    • Year and Date
      2009-07-24
    • Related Report
      2010 Final Research Report 2009 Annual Research Report
  • [Presentation] 4次元アンサンブル・カルマン・フィルタを用いたCALIPSO エアロゾル観測のデータ同化2008

    • Author(s)
      関山剛
    • Organizer
      第14回大気化学討論会
    • Place of Presentation
      横浜(神奈川県
    • Year and Date
      2008-10-30
    • Related Report
      2010 Final Research Report
  • [Presentation] 4次元アンサンブル・カルマン・フィルタを用いたCALIPSOエアロゾル観測のデータ同化2008

    • Author(s)
      関山 剛
    • Organizer
      第14回大気化学討論会
    • Place of Presentation
      地球環境フロンティア研究センター(横浜市)
    • Year and Date
      2008-10-30
    • Related Report
      2008 Annual Research Report
  • [Presentation] Assimilation of Asian dust aerosol using a 4-dimensional local ensemble transform Kalman filter2008

    • Author(s)
      関山剛
    • Organizer
      地球大気化学国際協同研究計画第10回国際大会
    • Place of Presentation
      アヌシー(フランス)
    • Year and Date
      2008-09-10
    • Related Report
      2010 Final Research Report
  • [Presentation] Assimilation of total ozone using a local ensemble transform Kalman filter2008

    • Author(s)
      関山剛
    • Organizer
      成層圏過程とその気候影響研究計画第4回総会
    • Place of Presentation
      ボローニャ(イタリア)
    • Year and Date
      2008-09-03
    • Related Report
      2010 Final Research Report
  • [Presentation] Assimilation of total ozone using a local ensemble transform Kalman filter2008

    • Author(s)
      関山 剛
    • Organizer
      成層圏過程とその気候影響研究計画 第4回総会
    • Place of Presentation
      イタリア(ボローニャ)
    • Related Report
      2008 Annual Research Report
  • [Presentation] Assimilation of Asian dust aerosol using a 4-dimensional local ensemble transform Kalman filter2008

    • Author(s)
      関山 剛
    • Organizer
      地球大気化学国際協同研究計画 第10回国際大会
    • Place of Presentation
      フランス(アヌシー)
    • Related Report
      2008 Annual Research Report
  • [Remarks]

    • URL

      http://www.mri-jma.go.jp/Project/H20keikaku/6-4-1.htm

    • Related Report
      2008 Annual Research Report

URL: 

Published: 2008-04-01   Modified: 2016-04-21  

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