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Why did the El Nino prediction fail in summer 2014?

Research Project

Project/Area Number 16K17810
Research Category

Grant-in-Aid for Young Scientists (B)

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

Principal Investigator

Doi Takeshi  国立研究開発法人海洋研究開発機構, 付加価値情報創生部門(アプリケーションラボ), 研究員 (80638768)

Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,420,000 (Direct Cost: ¥3,400,000、Indirect Cost: ¥1,020,000)
Fiscal Year 2019: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2018: ¥390,000 (Direct Cost: ¥300,000、Indirect Cost: ¥90,000)
Fiscal Year 2017: ¥650,000 (Direct Cost: ¥500,000、Indirect Cost: ¥150,000)
Fiscal Year 2016: ¥2,730,000 (Direct Cost: ¥2,100,000、Indirect Cost: ¥630,000)
Keywordsエルニーニョ予測 / 季節予測 / 自信過剰 / 貿易風の季節内変動 / 確率過程 / 東風バースト / エルニーニョ
Outline of Final Research Achievements

In this study, the false alarm of 2014 El Nino is examined using the SINTEX-F2 seasonal prediction system. It is found that resolving the high-frequency zonal wind variability over the western tropical Pacific, including the strong easterly wind bursts in June-July 2014, is a key for correct prediction. To capture individual high-frequency wind events beyond the synoptic weather time-scales is a challenge by use of the current prediction model. However, by synthetically incorporating the stochastic forcing like easterly wind bursts into the prediction system, we have successfully kept the 2014 El Nino prediction within the expected uncertainty.

Academic Significance and Societal Importance of the Research Achievements

エルニーニョ現象の予測について、誤検出しやすい問題を改善する方法を示した。すなわち、熱帯太平洋西部での東西風の季節内変動の発生を確率過程として予測シミュレーションに追加強制することで、2014年などの予測のハズレを回避することができることを示した。エルニーニョ現象の発生は、世界中で異常気象の引き金になるため、その予測の誤検出率を下げることができたことは学術的にも社会的も重要である。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (30 results)

All 2019 2018 2017 2016 Other

All Int'l Joint Research (5 results) Journal Article (4 results) (of which Int'l Joint Research: 1 results,  Peer Reviewed: 4 results,  Open Access: 1 results,  Acknowledgement Compliant: 2 results) Presentation (19 results) (of which Int'l Joint Research: 11 results,  Invited: 4 results) Remarks (2 results)

  • [Int'l Joint Research] ハワイ大学国際太平洋研究 センター(IPRC)(米国)

    • Related Report
      2019 Annual Research Report
  • [Int'l Joint Research] IPRC(米国)

    • Related Report
      2018 Research-status Report
  • [Int'l Joint Research] ハワイ大学(米国)

    • Related Report
      2017 Research-status Report
  • [Int'l Joint Research] 欧州地中海気候変化研究センター(CMCC)(イタリア)

    • Related Report
      2016 Research-status Report
  • [Int'l Joint Research] 国際太平洋研究センター ( IPRC )(米国)

    • Related Report
      2016 Research-status Report
  • [Journal Article] Merits of a 108-Member Ensemble System in ENSO and IOD Predictions2019

    • Author(s)
      Doi Takeshi、Behera Swadhin K.、Yamagata Toshio
    • Journal Title

      Journal of Climate

      Volume: 32 Issue: 3 Pages: 957-972

    • DOI

      10.1175/jcli-d-18-0193.1

    • Related Report
      2018 Research-status Report
    • Peer Reviewed
  • [Journal Article] Improved Prediction of the Indian Ocean Dipole Mode by Use of Subsurface Ocean Observations2017

    • Author(s)
      Doi, T., A. Storto, S.K. Behera, A. Navarra, and T. Yamagata
    • Journal Title

      J. Climate

      Volume: 30 Issue: 19 Pages: 7953-7970

    • DOI

      10.1175/jcli-d-16-0915.1

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Improved seasonal prediction using the SINTEX-F2 coupled model2016

    • Author(s)
      Doi T., S. K. Behera, and T. Yamagata
    • Journal Title

      Journal of Advances in Modeling Earth Systems

      Volume: 8 Issue: 4 Pages: 1847-1867

    • DOI

      10.1002/2016ms000744

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Relative importance of the processes contributing to the development of SST anomalies in the eastern pole of the Indian Ocean Dipole and its implication for predictability2016

    • Author(s)
      Tanizaki C., T. Tozuka, T. Doi, and T. Yamagata
    • Journal Title

      Climate Dynamics

      Volume: - Issue: 4 Pages: 1289-1304

    • DOI

      10.1007/s00382-016-3382-2

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Westerly Wind Burst (WWB)/Easterly Wind Surge (EWS)-like Stochastic Forcing and the Effects on ENSO Prediction by the SINTEX-F System2019

    • Author(s)
      Takeshi Doi, Swadhin Behera, Toshio Yamagata
    • Organizer
      Asia Oceania Geosciences Society 16th Annual Meeting(AOGS2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Stochastic wind bursts and their roles on the ENSO prediction ~ lessons learned from the false prediction of the 2014 El Nino event ~2019

    • Author(s)
      Takeshi Doi, Swadhin Behera, Toshio Yamagata
    • Organizer
      International workshop on future climate change at NUIST
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Westerly Wind Burst (WWB)/Easterly Wind Surge (EWS)-like stochastic forcing parametrization and the effects on ENSO prediction by the SINTEX-F system -Lesson from 2014 El Nino prediction failure2019

    • Author(s)
      Takeshi Doi, Swadhin Behera, Toshio Yamagata
    • Organizer
      日本地球惑星科学連合 2019年大会
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Westerly Wind Burst (WWB)/Easterly Wind Surge (EWS)-like stochastic forcing parametrization and the effects on ENSO prediction by the SINTEX-F system -Lesson from 2014 El Nino prediction failure2019

    • Author(s)
      Takeshi Doi, Swadhin Behera, Toshio Yamagata
    • Organizer
      27th International Union of Geodesy and Geophysics(IUGG) General Assembly
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 西風バースト/東風サージの発生を確率過程として考慮したエルニーニョ現象予測と自信過剰問題2019

    • Author(s)
      Takeshi Doi, Swadhin Behera, Toshio Yamagata
    • Organizer
      2019海洋学会秋季大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Merits of one hundred parallel simulations in seasonal climate prediction2018

    • Author(s)
      Doi, T., S. K. Behera, and T. Yamagata
    • Organizer
      Fourth International Symposium on Climate and Earth System Modeling
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Westerly Wind Burst (WWB)/Easterly Wind Surge (EWS)-like stochastic forcing scheme and the effects on ENSO prediction by the SINTEX-F system-lesson from 2014 El Nino prediction failure2018

    • Author(s)
      Takeshi Doi,Swadhin Behera, and Toshio Yamagata
    • Organizer
      AGU fall meeting 2018
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Westerly Wind Burst (WWB)/Easterly Wind Surge (EWS)-like stochastic forcing scheme and the effects on ENSO prediction by the SINTEX-F system-lesson from 2014 El Nino prediction failure2018

    • Author(s)
      Takeshi Doi,Swadhin Behera, and Toshio Yamagata
    • Organizer
      9th OFES workshop
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] 西風バースト/東風サージを確率過程として考慮したエルニーニョ現象予測-2014年の事例-2018

    • Author(s)
      土井威志, S. K. Behera, and T. Yamagata
    • Organizer
      日本海洋学会2018年度秋季大会
    • Related Report
      2018 Research-status Report
  • [Presentation] SINTEX-F季節予測システム-過去 現在 未来-,2018

    • Author(s)
      土井威志,
    • Organizer
      異常気象研究集会「季節予測システムの進展と異常気象の要因分析」
    • Related Report
      2018 Research-status Report
  • [Presentation] One hundred parallel worlds in seasonal prediction2018

    • Author(s)
      Takeshi Doi,Swadhin Behera, Toshio Yamagata
    • Organizer
      Ocean Sciences Meeting 2018
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 海洋亜表層観測データを用いた初期値補正とインド洋ダイポールモード現象の予測精度向上について2017

    • Author(s)
      土井 威志, A. Storto, S. K. Behera, and 山形俊男
    • Organizer
      JpGU-AGU Joint Meeting 2017
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] 海洋亜表層観測データを用いた初期値補正とインド洋ダイポールモード現象の予測精度向上について2017

    • Author(s)
      土井 威志, A. Storto, S. K. Behera, and 山形俊男
    • Organizer
      日本気象学会2017年度春季大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 100アンサンブルメンバーによる季節予測実験2017

    • Author(s)
      土井 威志,S. K. Behera, and 山形俊男
    • Organizer
      2017年日本海洋学会秋季大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 海洋亜表層観測データを用いた初期値補正とインド洋ダイポールモード現象の予測精度向上について2016

    • Author(s)
      T. Doi, A. Storto, S.K. Behera, T. Yamagata
    • Organizer
      日本海洋学会2016年度秋季大会
    • Place of Presentation
      鹿児島大学(鹿児島県鹿児島市)
    • Year and Date
      2016-09-14
    • Related Report
      2016 Research-status Report
  • [Presentation] The SINTEX-F2 seasonal prediction system2016

    • Author(s)
      T. Doi, S.K. Behera, T. Yamagata
    • Organizer
      Asia Oceania Geosciences Society 13th Annual Meeting
    • Place of Presentation
      中国、北京
    • Year and Date
      2016-08-03
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Coastal Nino prediction2016

    • Author(s)
      T. Doi, S.K. Behera, T. Yamagata
    • Organizer
      Asia Oceania Geosciences Society 13th Annual Meeting
    • Place of Presentation
      中国、北京
    • Year and Date
      2016-08-01
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Predictability of the California Nino/Nina2016

    • Author(s)
      T. Doi, C. Yuan, S.K. Behera, T. Yamagata
    • Organizer
      日本地球惑星科学連合 (JpGU) 2016年大会
    • Place of Presentation
      幕張メッセ(千葉県千葉市)
    • Year and Date
      2016-05-24
    • Related Report
      2016 Research-status Report
  • [Presentation] SINTEX-F2 seasonal prediction system2016

    • Author(s)
      T. Doi, S.K. Behera, T. Yamagata
    • Organizer
      日本地球惑星科学連合 (JpGU) 2016年大会
    • Place of Presentation
      幕張メッセ(千葉県千葉市)
    • Year and Date
      2016-05-23
    • Related Report
      2016 Research-status Report
  • [Remarks] SINTEX-F季節予測システム

    • URL

      http://www.jamstec.go.jp/frcgc/research/d1/iod/seasonal/outlook.html

    • Related Report
      2016 Research-status Report
  • [Remarks] 季節ウオッチ

    • URL

      http://www.jamstec.go.jp/aplinfo/climate/

    • Related Report
      2016 Research-status Report

URL: 

Published: 2016-04-21   Modified: 2021-02-19  

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