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Atmospheric composition data assimilation using multiple chemical transport models

Research Project

Project/Area Number 15K05296
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Meteorology/Physical oceanography/Hydrology
Research InstitutionJapan Agency for Marine-Earth Science and Technology

Principal Investigator

MIYAZAKI Kazuyuki  国立研究開発法人海洋研究開発機構, 地球環境観測研究開発センター, 主任研究員 (30435838)

Co-Investigator(Kenkyū-buntansha) 弓本 桂也  九州大学, 応用力学研究所, 准教授 (50607786)
Co-Investigator(Renkei-kenkyūsha) WATANABE Shingo  国立研究開発法人海洋研究開発機構, シームレス環境予測研究分野, 分野長 (50371745)
KANAYA Yugo  国立研究開発法人海洋研究開発機構, 地球環境観測研究開発センター, センター長代理 (60344305)
SUDO Kengo  名古屋大学, 環境学研究科, 准教授 (40371744)
Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsデータ同化 / オゾン / 窒素酸化物 / 大気汚染 / 対流圏 / 大気化学 / 一酸化炭素 / 化学輸送モデル
Outline of Final Research Achievements

We conducted tropospheric chemistry reanalysis calculations by assimilating multiple data sets from multiple satellite sensors. The reanalysis calculations were conducted using three different global chemical transport model and an ensemble Kalman filter technique that simultaneously optimises the chemical concentrations of various species and emissions of several precursors. The optimisation of both the concentration and the emission fields is an efficient method to correct the entire tropospheric profile and its year-to-year variations, and to adjust various tracers chemically linked to the species assimilated. Using the multiple chemical transport models, we demonstrated the importance of forecast model performance on tropospheric chemistry data assimilation.

Report

(4 results)
  • 2017 Annual Research Report   Final Research Report ( PDF )
  • 2016 Research-status Report
  • 2015 Research-status Report
  • Research Products

    (63 results)

All 2018 2017 2016 2015 Other

All Int'l Joint Research (6 results) Journal Article (17 results) (of which Int'l Joint Research: 10 results,  Peer Reviewed: 13 results,  Open Access: 10 results,  Acknowledgement Compliant: 3 results) Presentation (36 results) (of which Int'l Joint Research: 28 results,  Invited: 11 results) Remarks (4 results)

  • [Int'l Joint Research] オランダ王立気象研究所(オランダ)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] NCAR/NASA JPL(米国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] ECMWF(英国)

    • Related Report
      2017 Annual Research Report
  • [Int'l Joint Research] NASA(米国)

    • Related Report
      2015 Research-status Report
  • [Int'l Joint Research] オランダ王立気象研究所(オランダ)

    • Related Report
      2015 Research-status Report
  • [Int'l Joint Research] レディング大学(英国)

    • Related Report
      2015 Research-status Report
  • [Journal Article] Unexpected slowdown of US pollutant emission reduction in the past decade2018

    • Author(s)
      Jiang Zhe、McDonald Brian C.、Worden Helen、Worden John R.、Miyazaki Kazuyuki、Qu Zhen、Henze Daven K.、Jones Dylan B. A.、Arellano Avelino F.、Fischer Emily V.、Zhu Liye、Boersma K. Folkert
    • Journal Title

      Proceedings of the National Academy of Sciences

      Volume: 115 Issue: 20 Pages: 5099-5104

    • DOI

      10.1073/pnas.1801191115

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Global high-resolution simulations of tropospheric nitrogen dioxide using CHASER V4.02018

    • Author(s)
      Sekiya Takashi、Miyazaki Kazuyuki、Ogochi Koji、Sudo Kengo、Takigawa Masayuki
    • Journal Title

      Geoscientific Model Development

      Volume: 11 Issue: 3 Pages: 959-988

    • DOI

      10.5194/gmd-11-959-2018

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Assimilation and Forecasting Experiment for Heavy Siberian Wildfire Smoke in May 2016 with Himawari-8 Aerosol Optical Thickness2018

    • Author(s)
      YUMIMOTO Keiya、TANAKA Taichu Y.、YOSHIDA Mayumi、KIKUCHI Maki、NAGAO Takashi M.、MURAKAMI Hiroshi、MAKI Takashi
    • Journal Title

      Journal of the Meteorological Society of Japan. Ser. II

      Volume: 96B Issue: 0 Pages: 133-149

    • DOI

      10.2151/jmsj.2018-035

    • NAID

      130007485301

    • ISSN
      0026-1165, 2186-9057
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Seasonal and spatial changes in trace gases over megacities from Aura TES observations: two case studies2017

    • Author(s)
      Cady-Pereira Karen E.、Payne Vivienne H.、Neu Jessica L.、Bowman Kevin W.、Miyazaki Kazuyuki、Marais Eloise A.、Kulawik Susan、Tzompa-Sosa Zitely A.、Hegarty Jennifer D.
    • Journal Title

      Atmospheric Chemistry and Physics

      Volume: 17 Issue: 15 Pages: 9379-9398

    • DOI

      10.5194/acp-17-9379-2017

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Transboundary ozone pollution across East Asia: daily evolution and photochemical production analysed by IASI+GOME2 multispectral satellite observations and models2017

    • Author(s)
      Cuesta Juan、Kanaya Yugo、Takigawa Masayuki、Dufour Ga?lle、Eremenko Maxim、Foret Gilles、Miyazaki Kazuyuki、Beekmann Matthias
    • Journal Title

      Atmospheric Chemistry and Physics Discussions

      Volume: 17 Pages: 1-51

    • DOI

      10.5194/acp-2017-972

    • Related Report
      2017 Annual Research Report
  • [Journal Article] Evaluation of ACCMIP ozone simulations and ozonesonde sampling biases using a satellite-based multi-constituent chemical reanalysis2017

    • Author(s)
      Miyazaki Kazuyuki、Bowman Kevin
    • Journal Title

      Atmospheric Chemistry and Physics

      Volume: 17 Issue: 13 Pages: 8285-8312

    • DOI

      10.5194/acp-17-8285-2017

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] JRAero: the Japanese Reanalysis for Aerosol v1.02017

    • Author(s)
      Yumimoto Keiya、Tanaka Taichu Y.、Oshima Naga、Maki Takashi
    • Journal Title

      Geoscientific Model Development

      Volume: 10 Issue: 9 Pages: 3225-3253

    • DOI

      10.5194/gmd-10-3225-2017

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Decadal changes in global surface NOx emissions from multi-constituent satellite data assimilation2017

    • Author(s)
      Miyazaki, K., Eskes, H., Sudo, K., Boersma, K. F., Bowman, K., and Kanaya, Y
    • Journal Title

      Atmos. Chem. Phys

      Volume: 17 Issue: 2 Pages: 807-837

    • DOI

      10.5194/acp-17-807-2017

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Inverse Modeling of Asian Dust Emissions with POPC Observations: A TEMM Dust Sand Storm 2014 Case Study2017

    • Author(s)
      Yumimoto, K., Uno, I., Pan, X.L., Nishizawa, T., Kim, S.-W., and Sugimoto, N.
    • Journal Title

      SOLA

      Volume: 13 Issue: 0 Pages: 31-35

    • DOI

      10.2151/sola.2017-006

    • NAID

      130005464602

    • ISSN
      1349-6476
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Inter-comparison of stratospheric mean-meridional circulation and eddy mixing among six reanalysis datasets2016

    • Author(s)
      Miyazaki, K., T. Iwasaki, Y. Kawatani, C. Kobayashi, S. Sugawara, and M. Hegglin
    • Journal Title

      Atmos. Chem. Phys.

      Volume: 16 Issue: 10 Pages: 6131-6152

    • DOI

      10.5194/acp-16-6131-2016

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Representation of the tropical stratospheric zonal wind in global atmospheric reanalyses2016

    • Author(s)
      Kawatani, Y., Hamilton, K., Miyazaki, K., Fujiwara, M., and Anstey, J. A.
    • Journal Title

      Atmos. Chem. Phys

      Volume: 16 Issue: 11 Pages: 6681-6699

    • DOI

      10.5194/acp-16-6681-2016

    • NAID

      120005981374

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Impacts of anthropogenic and natural sources on free tropospheric ozone over the Middle East2016

    • Author(s)
      Jiang, Z., Miyazaki, K., Worden, J. R., Liu, J. J., Jones, D. B. A., and Henze, D. K
    • Journal Title

      Atmos. Chem. Phys

      Volume: 16 Issue: 10 Pages: 6537-6546

    • DOI

      10.5194/acp-16-6537-2016

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Aerosol data assimilation using data from Himawari-8, a next-generation geostationary meteorological satellite,2016

    • Author(s)
      Yumimoto, K., T. Nagao, M. Kikuchi, T. Sekiyama, H. Murakami, T. Tanaka, A. Ogi, H. Irie, P. Khatri, H. Okumura, K. Arai, I. Morino, O. Uchino, and T. Maki
    • Journal Title

      Geophysical Research Letters

      Volume: 43 Issue: 11 Pages: 5886-5894

    • DOI

      10.1002/2016gl069298

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Inverse modeling of the 137Cs source term of the Fukushima Dai-ichi Nuclear Power Plant accident constrained by a deposition map monitored by aircraft2016

    • Author(s)
      Yumimoto, K. , Morino, Y., Ohara, T., Oura, Y., Ebihara, M., Tsuruta, H., and Nakajima, T.
    • Journal Title

      Journal of Environmental Radioactivity

      Volume: 164 Pages: 1-12

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Forecasting of Asian dust storm that occurred on May 10-13, 2011, using an ensemble-based data assimilation system2016

    • Author(s)
      Yumimoto, K., Murakami, H., Tanaka, T.Y., Sekiyama, T.T., Ogi, A., Maki, T.
    • Journal Title

      Forecasting of Asian dust storm that occurred on May 10-13, 2011, using an ensemble-based data assimilation system

      Volume: 28 Pages: 121-130

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 逆推計手法を利用した NOx排出量インベントリの速報アップデート2015

    • Author(s)
      弓本桂也, 鵜野伊津志, 板橋秀一, 栗林正俊, 宮崎和幸
    • Journal Title

      大気環境学会誌

      Volume: 50 Pages: 199-206

    • NAID

      130005119600

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] A tropospheric chemistry reanalysis for the years 2005-2012 based on an assimilation of OMI, MLS, TES, and MOPITT satellite data2015

    • Author(s)
      Miyazaki, K., Eskes, H. J., and Sudo, K.
    • Journal Title

      Atmos. Chem. Phys.

      Volume: 15 Issue: 14 Pages: 8315-8348

    • DOI

      10.5194/acp-15-8315-2015

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Application of multi-constituent satellite data assimilation for KORUS-AQ2017

    • Author(s)
      Miyazaki, K., T. Sekiya, D. Fu, K. W. Bowman, T. Walker, S. S. Kulawik, K. Sudo, Y. Kanaya, M. Takigawa, K. Ogochi, B. Gaubert, J. Barre, L. Emmons
    • Organizer
      AGU Fall Meeting 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A tropospheric chemistry reanalysis based on multi-constituent satellite data assimilation and its application for KORUS-AQ,2017

    • Author(s)
      Miyazaki, K., T. Sekiya, H. Eskes, F. Boersma, D. Fu, K. Bowman, Susan S. Kulawik, T. Walker, K. Sudo, Y. Kanaya, M. Takigawa, K. Ogochi, B. Gaubert, J. Barre, L. Emmons,
    • Organizer
      2017 annual conference of Korean Society for Atmospheric Environment
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Decadal changes in global surface NOx emissions from multi-constituent satellite data assimilation2017

    • Author(s)
      Miyazaki, K., H. Eskes, F. Boersma, K. Bowman, Y. Kanaya, T. Sekiya
    • Organizer
      18th GEIA Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Application of multiple-species satellite data assimilation for KORUS-AQ and air quality monitoring over East Asia2017

    • Author(s)
      Miyazaki, K., T. Sekiya, D. Fu, K. W. Bowman, S. S. Kulawik, K. Sudo, Y. Kanaya, M. Takigawa, K. Ogochi, B. Gaubert, J. Barre, L. Emmons, and KORUS-AQ team
    • Organizer
      AOGS 14th Annual Meeting
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Evaluation of ACCMIP and CCMI ozone simulations using a multi-constituent chemical reanalysis2017

    • Author(s)
      Miyazaki, K., K. Bowman
    • Organizer
      Chemistry-Climate Model Initiative Science Workshop
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Development of a tropospheric chemistry data assimilation system: GEOS-Chem-EnKF2017

    • Author(s)
      Miyazaki, K., K. Bowman, K. Yumimoto, T. Walker
    • Organizer
      The 8th International GEOS-Chem Meeting
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A tropospheric chemistry reanalysis based on an assimilation of the A-Train’s multi-sensor system2017

    • Author(s)
      Miyazaki, K., H. Eskes, K. Sudo, K. W. Bowman, F. Boersma, D. Fu, S. S. Kulawik, E. Wong, T. Sekiya
    • Organizer
      3rd International A-Train Symposium
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Aerosol Data Assimilation with Lidar Observations2017

    • Author(s)
      Yumimoto K.
    • Organizer
      28th International Laser Radar Conference
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 大気化学再解析とその気候研究への利用:(2)エアロゾル2017

    • Author(s)
      弓本桂也, 田中泰宙, 大島長, 眞木貴史
    • Organizer
      日本気象学会2017年度秋季大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Introduction to Aerosol Modeling and Data Assimilation in Japan2017

    • Author(s)
      Yumimoto, K
    • Organizer
      International Workshop on Aerosol Modeling: Lidar observation Technique and Data Assimilation
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Aerosol modeling and Data Assimilation in Japan2017

    • Author(s)
      Yumimoto, K:
    • Organizer
      Itinerary of Workshop on Aerosol Model and Data Assimilation
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] ひまわり8号で見るエアロゾルの分布と飛来予測2017

    • Author(s)
      弓本桂也
    • Organizer
      第21回日本気象学会中部支部公開気象講座
    • Related Report
      2017 Annual Research Report
  • [Presentation] エアロゾル版再解析データの開発2017

    • Author(s)
      弓本桂也
    • Organizer
      第58回大気環境学会年会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Decadal changes in global surface NOx emissions from multi-constituent satellite data assimilation2016

    • Author(s)
      Miyazaki, K., H. Eskes, K. Sudo, K. F. Boersma, K. W. Bowman, Y. Kanaya
    • Organizer
      AGU Fall Meeting 2016
    • Place of Presentation
      San Francisco, USA
    • Year and Date
      2016-12-16
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Development of an aerosol assimilation/forecasting system with Himawari-8 aerosol products2016

    • Author(s)
      Yumimoto K. and Maki T.
    • Organizer
      AGU Fall Meeting
    • Place of Presentation
      San Francisco, CA, USA
    • Year and Date
      2016-12-12
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Application of tropospheric chemistry reanalysis to chemical OSSE studies2016

    • Author(s)
      Miyazaki, K. and K. Bowman
    • Organizer
      Second Workshop on Atmospheric Composition Observation System Simulation Experiments (OSSEs)
    • Place of Presentation
      Reading, UK
    • Year and Date
      2016-11-11
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] ひまわり8号観測を用いたエアロゾル同化予測システムの開発2016

    • Author(s)
      弓本桂也
    • Organizer
      気象学会2016年度秋季大会
    • Place of Presentation
      名古屋大学,愛知県名古屋市
    • Year and Date
      2016-10-26
    • Related Report
      2016 Research-status Report
  • [Presentation] A tropospheric chemistry reanalysis based on multi-constituent satellite data assimilation2016

    • Author(s)
      Miyazak,i K
    • Organizer
      University of Toronto Noble seminar series
    • Place of Presentation
      Toronto, Canada
    • Year and Date
      2016-10-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Development of an aerosol assimilation/forecasting system with Himawari- 8 aerosol products2016

    • Author(s)
      Yumimoto K.
    • Organizer
      The 2nd Sino-Japan workshop on Air Quality Simulation over East Asia
    • Place of Presentation
      Qindao, China
    • Year and Date
      2016-09-14
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Operational and Research Activities for Asian Dust at Japan Meteorological Agency2016

    • Author(s)
      Yumimoto K
    • Organizer
      Third Seminar of JSPS Core-to-Core Program - Collaborative Research between Mongolia, China and Japan on Outbreaks of Asian Dust and Environmental Regime Shift
    • Place of Presentation
      Ulaanbaatar, Mongolia
    • Year and Date
      2016-08-08
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] JMA Assimilation Update2016

    • Author(s)
      Yumimoto K.
    • Organizer
      International Cooperative for Aerosol Prediction (ICAP) 8th working group meeting
    • Place of Presentation
      College Park, MD, USA
    • Year and Date
      2016-07-12
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Development of a Forecasting and Data Assimilation System for Asian Dust in the Japan Meteorological Agency (JMA)2015

    • Author(s)
      Yumimoto K.
    • Organizer
      2015 American Geophysical Union Fall Meeting
    • Place of Presentation
      San Francisco, CA, USA
    • Year and Date
      2015-12-15
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Aerosol Data Assimilation with the Next Generation Meteorological Satellite (Himawari-8)2015

    • Author(s)
      Yumimoto K.
    • Organizer
      2015 American Geophysical Union Fall Meeting
    • Place of Presentation
      San Francisco, CA, USA
    • Year and Date
      2015-12-15
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A tropospheric chemistry reanalysis for the years 2005-2014 based on an assimilation of AURA OMI, MLS, TES and MOPITT satellite data2015

    • Author(s)
      Miyazaki, K, H. Eskes, and K. Sudo
    • Organizer
      2015 American Geophysical Union Fall Meeting
    • Place of Presentation
      San Francisco, CA, USA
    • Year and Date
      2015-12-15
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] UC Berkeley BASC Seminar2015

    • Author(s)
      A tropospheric chemistry reanalysis for the years 2005-2014 based on an assimilation of AURA OMI, MLS, TES and MOPITT satellite data
    • Organizer
      UC Berkeley BASC Seminar
    • Place of Presentation
      Berkeley, USA
    • Year and Date
      2015-11-18
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Application of Inversion Technique to Quick Update of Anthropogenic NOx Emission over East Asia with Satellite Observation2015

    • Author(s)
      Yumimoto K.
    • Organizer
      The 13th International Conference on Atmospheric Sciences and Applications to Air Quality (ASSAAQ13)
    • Place of Presentation
      Kobe International Conference Center, Kobe, Hyogo, Japan
    • Year and Date
      2015-11-11
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 大型大気レーダー観測と高解像大気大循環モデルの統合に向けたデータ同化研究の展望2015

    • Author(s)
      宮崎 和幸
    • Organizer
      第138回 地球電磁気・地球惑星圏学会
    • Place of Presentation
      東京大学本郷キャンパス(東京都文京区)
    • Year and Date
      2015-11-01
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] ひまわり8号データを用いたエーロゾルデータ同化2015

    • Author(s)
      弓本桂也
    • Organizer
      日本気象学会 2015年度秋季大会
    • Place of Presentation
      京都テルサ(京都府京都市)
    • Year and Date
      2015-10-28
    • Related Report
      2015 Research-status Report
  • [Presentation] OH inter-hemispheric ratio and inter-annual variations in CCMs2015

    • Author(s)
      Miyazaki, K, and P. Patra
    • Organizer
      IGAC/SPARC CCMI workshop 2015
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2015-10-09
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Evaluation of CCMI and ACCMIP ensemble simulations using atmospheric chemical reanalysis2015

    • Author(s)
      Miyazaki, K, K. Bowman, and H. Eskes
    • Organizer
      IGAC/SPARC CCMI workshop 2015
    • Place of Presentation
      Rome, Italy
    • Year and Date
      2015-10-09
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] A tropospheric chemistry reanalysis for the years 2005-2014 based on an assimilation of AURA OMI, MLS, TES and MOPITT satellite data2015

    • Author(s)
      Miyazaki, K.
    • Organizer
      Wageningen University Meteorology and Air Quality Group seminar
    • Place of Presentation
      Wageningen, the Netherlands
    • Year and Date
      2015-09-10
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] A tropospheric chemistry reanalysis for the years 2005-2014 based on an assimilation of AURA OMI, MLS, TES and MOPITT satellite data2015

    • Author(s)
      Miyazaki, K.
    • Organizer
      OMI Science Team Meeting nr. 19 (2015)
    • Place of Presentation
      Utrecht, the Netherlands
    • Year and Date
      2015-09-02
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 物質輸送とデータ同化2015

    • Author(s)
      弓本桂也
    • Organizer
      2015データ同化夏の学校
    • Place of Presentation
      JAMSTECむつ研究所(青森県むつ市)
    • Year and Date
      2015-08-19
    • Related Report
      2015 Research-status Report
  • [Presentation] Long-term Inverse Modeling of Asian Dust, 2015 Asian Aerosol Conference (AAC20152015

    • Author(s)
      Yumimoto K.
    • Organizer
      9th Asian Aerosol Conference (AAC2015)
    • Place of Presentation
      金沢東急ホテル, Kanazawa, Ishikawa, Japan
    • Year and Date
      2015-06-24
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 成層圏における平均子午面循環と渦混合:再解析データ比較2015

    • Author(s)
      宮崎 和幸, 小林 ちあき, 岩崎 俊樹, 河谷 芳雄
    • Organizer
      日本気象学会2015年度春季大会
    • Place of Presentation
      つくば国際会議場(茨城県つくば市)
    • Year and Date
      2015-05-22
    • Related Report
      2015 Research-status Report
  • [Presentation] An investigation of source-receptor relationships for air pollutants in East Asia2015

    • Author(s)
      Yumimoto K.
    • Organizer
      7th International GEOS-Chem Meeting
    • Place of Presentation
      Harvard University, Cambridge, MA, USA
    • Year and Date
      2015-05-04
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks] Tropospheric chemistry reanalysis data

    • URL

      https://ebcrpa.jamstec.go.jp/~miyazaki/tcr/

    • Related Report
      2017 Annual Research Report 2016 Research-status Report
  • [Remarks] Kazuyuki Miyazaki

    • URL

      https://sites.google.com/site/kazuyukimiyazaki/

    • Related Report
      2016 Research-status Report
  • [Remarks] 個人研究成果公表ページ

    • URL

      https://sites.google.com/site/kazuyukimiyazaki/

    • Related Report
      2015 Research-status Report
  • [Remarks] Tropospheric chemistry reanalysis data 公開ページ

    • URL

      https://ebcrpa.jamstec.go.jp/~miyazaki/tcr/

    • Related Report
      2015 Research-status Report

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Published: 2015-04-16   Modified: 2022-06-14  

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