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Development of new flood forecasting system using ensemble precipitation forecasts

Research Project

Project/Area Number 24560632
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Hydraulic engineering
Research InstitutionPublic Works Research Institute

Principal Investigator

USHIYAMA Tomoki  独立行政法人土木研究所, その他部局等, 研究員 (50466257)

Co-Investigator(Renkei-kenkyūsha) SAYAMA Takahiro  土木研究所, 水災害・リスクマネジメント国際センター (70402930)
Project Period (FY) 2012-04-01 – 2015-03-31
Project Status Completed (Fiscal Year 2014)
Budget Amount *help
¥5,200,000 (Direct Cost: ¥4,000,000、Indirect Cost: ¥1,200,000)
Fiscal Year 2014: ¥1,430,000 (Direct Cost: ¥1,100,000、Indirect Cost: ¥330,000)
Fiscal Year 2013: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2012: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords洪水予測 / 数値天気予報 / アンサンブル予報 / データ同化 / 水文流出モデル / 流出モデル / 集中豪雨 / 台風 / 降水予報 / 連携研究者交流
Outline of Final Research Achievements

The numerical weather prediction (NWP) has been steadily improved its accuracy. Instead, the quantitative precipitation forecasts (QPF) by NWP are not utilized in flood forecasting yet. We developed a new flood forecasting system utilizing regional ensemble prediction system. We applied this system to two typhoon cases and a Baiu frontal torrential rainfall case which caused flood damages in recent years. The system predicted rainfall and discharge better than conventional methods without ensemble prediction system. This implies it has a potential to realize flood forecasting by NWP. However, the forecast accuracy is highly dependent on applied events. Although, one typhoon case showed acceptable forecast accuracy, the flood forecasting for a Baiu frontal case was low performance. It needs persistent evaluation for the goal of operational application.

Report

(4 results)
  • 2014 Annual Research Report   Final Research Report ( PDF )
  • 2013 Research-status Report
  • 2012 Research-status Report
  • Research Products

    (15 results)

All 2015 2014 2013 Other

All Journal Article (4 results) (of which Peer Reviewed: 4 results,  Acknowledgement Compliant: 1 results) Presentation (11 results) (of which Invited: 1 results)

  • [Journal Article] Numerical simulation of 2010 Pakistan flood in the Kabul River basin by using lagged ensemble rainfall forecasting.2014

    • Author(s)
      Ushiyama T., T. Sayama, Y. Tatebe, S. Fujioka, K. Fukami
    • Journal Title

      Journal of Hydrometeorology

      Volume: 15 Issue: 1 Pages: 193-211

    • DOI

      10.1175/jhm-d-13-011.1

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 2011年台風12号・15号を対象としたアンサンブル降雨流出予測実験2014

    • Author(s)
      牛山朋來・佐山敬洋・岩見洋一・三好建正
    • Journal Title

      河川技術論文集

      Volume: 20 Pages: 455-460

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] アンサンブルカルマンフィルターを用いた2011年台風12号・15号の降雨流出予測実験2013

    • Author(s)
      牛山朋來・佐山敬洋・藤岡奨・建部祐哉・深見和彦・三好建正
    • Journal Title

      河川技術論文集第

      Volume: 19 Pages: 319-324

    • Related Report
      2013 Research-status Report
    • Peer Reviewed
  • [Journal Article] アンサンブルカルマンフィルターを用いた2011年台風12号・15号の降雨流出予測実験2013

    • Author(s)
      牛山朋來・佐山敬洋・藤岡奨・建部祐哉・深見和彦・三好建正
    • Journal Title

      河川技術論文集

      Volume: 18

    • Related Report
      2012 Research-status Report
    • Peer Reviewed
  • [Presentation] Flood forecasting utilizing EnKF rainfall forecasts for northern Kyushu flood event in 20122015

    • Author(s)
      T.Ushiyama
    • Organizer
      2015 international workshop on typhoon and flood (IWTF)
    • Place of Presentation
      台北
    • Year and Date
      2015-05-27
    • Related Report
      2014 Annual Research Report
    • Invited
  • [Presentation] WRF-LETKF application for flood forecasting on Kyushu torrential rainfall2015

    • Author(s)
      T. Ushiyama, T. Sayama, and Y. Iwami
    • Organizer
      the 4th International Symposium on Data Assimilation
    • Place of Presentation
      神戸
    • Year and Date
      2015-02-24
    • Related Report
      2014 Annual Research Report
  • [Presentation] 2011年台風12号・15号を対象としたアンサンブル降雨流出予測実験2014

    • Author(s)
      牛山朋來、佐山敬洋、岩見洋一、三好建正
    • Organizer
      河川技術に関するシンポジウム
    • Place of Presentation
      東京
    • Year and Date
      2014-06-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] Probabilistic rainfall and streamflow prediction in Japanese small basin using EnKF2014

    • Author(s)
      T. Ushiyama, T. Sayama, Y. Iwami, and T. Miyoshi
    • Organizer
      European Geophysical Union (EGU) General Assembly
    • Place of Presentation
      Vienna
    • Year and Date
      2014-05-01
    • Related Report
      2014 Annual Research Report
  • [Presentation] WRF-LETKFを用いた2011年台風12号・15号の降雨流出予測実験2013

    • Author(s)
      牛山朋來、佐山敬洋、藤岡奨、建部祐哉、深見和彦、三好建正
    • Organizer
      日本気象学会春季大会
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] アンサンブルカルマンフィルターを用いた2011年台風12号・15号の降雨流出予測実験2013

    • Author(s)
      牛山朋來、佐山敬洋、藤岡奨、建部祐哉、深見和彦、三好建正
    • Organizer
      河川技術に関するシンポジウム
    • Place of Presentation
      東京
    • Related Report
      2012 Research-status Report
  • [Presentation] Ensemble forecasts of rainfall and discharge in Japan for typhoon TALAS and ROKE in 2011 using EnKF2013

    • Author(s)
      Tomoki Ushiyama, Takahiro Sayama, Susumu Fujioka, Yuya Tatebe, Kazuhiko Fukami, and Takemasa Miyoshi
    • Organizer
      AOGS2013 (Asia Oceania Geophysical Union 2013 meeting)
    • Place of Presentation
      オーストラリア、ブリスベン
    • Related Report
      2012 Research-status Report
  • [Presentation] WRF-LETKFを用いた2011年台風12号・15号の降雨流出予測実験

    • Author(s)
      牛山朋來、佐山敬洋、藤岡奨、建部祐哉、深見和彦、三好建正
    • Organizer
      日本気象学会春季大会
    • Place of Presentation
      東京代々木
    • Related Report
      2013 Research-status Report
  • [Presentation] アンサンブルカルマンフィルターを用いた2011年台風12号・15号の降雨流出予測実験

    • Author(s)
      牛山朋來、佐山敬洋、藤岡奨、建部祐哉、深見和彦、三好建正
    • Organizer
      2013年度河川技術に関するシンポジウム
    • Place of Presentation
      東京
    • Related Report
      2013 Research-status Report
  • [Presentation] Ensemble forecasts of rainfall and discharge in Japan for typhoon TALAS and ROKE in 2011 using EnKF

    • Author(s)
      Tomoki Ushiyama, Takahiro Sayama, Susumu Fujioka, Yuya Tatebe, Kazuhiko Fukami, and Takemasa Miyoshi
    • Organizer
      Asia Oceania Geophysical Society (AOGS)2013
    • Place of Presentation
      オーストラリア、ブリスベン
    • Related Report
      2013 Research-status Report
  • [Presentation] WRF-LETKFを用いた領域アンサンブル予報における側面境界摂動の影響

    • Author(s)
      牛山朋來、佐山敬洋、岩見洋一、三好建正
    • Organizer
      日本気象学会秋季大会
    • Place of Presentation
      仙台
    • Related Report
      2013 Research-status Report

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Published: 2013-05-31   Modified: 2019-07-29  

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