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Development of a real-time tsunami forecasting method based on the data assimilation technique for next-generation dense tsunametor network

Research Project

Project/Area Number 15K16306
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Natural disaster / Disaster prevention science
Research InstitutionThe University of Tokyo

Principal Investigator

Maeda Takuto  東京大学, 地震研究所, 助教 (90435579)

Project Period (FY) 2015-04-01 – 2018-03-31
Project Status Completed (Fiscal Year 2017)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2015: ¥2,080,000 (Direct Cost: ¥1,600,000、Indirect Cost: ¥480,000)
Keywords津波 / 即時予測 / 海底圧力観測 / データ同化 / シミュレーション / 最適内挿法 / 地震動 / seismic gradiometry / Seismic Gradiometry
Outline of Final Research Achievements

This study utilized the data assimilation technique for the real-time tsunami forecasting problem for the first time. The data assimilation directly estimates the tsunami wavefield, consists of tsunami height and flow velocity vector, at the present time rather than the initial tsunami height due to the earthquake fault motion. This was achieved by successive feedbacks from the observed data to the numerical simulation of tsunami wave propagation. Verification of this method has been done via numerical tests with the station layout of the S-net around Japan trench, and a real-world application with offline ocean-bottom stations. On the other hand, tsunami observation based on ocean-bottom pressure gauges may be biased due to the coseismic deformation near the earthquake source, which considerably affects the result of the data assimilation. Several countermeasures against this problem are investigated theoretically.

Report

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

    (24 results)

All 2017 2016 2015 Other

All Journal Article (5 results) (of which Int'l Joint Research: 2 results,  Peer Reviewed: 5 results,  Open Access: 2 results,  Acknowledgement Compliant: 2 results) Presentation (17 results) (of which Int'l Joint Research: 7 results,  Invited: 1 results) Remarks (2 results)

  • [Journal Article] Green's Function-Based Tsunami Data Assimilation: A Fast Data Assimilation Approach Toward Tsunami Early Warning2017

    • Author(s)
      Wang Yuchen、Satake Kenji、Maeda Takuto、Gusman Aditya Riadi
    • Journal Title

      Geophysical Research Letters

      Volume: 44 Issue: 20

    • DOI

      10.1002/2017gl075307

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Reconstruction of a 2D seismic wavefield by seismic gradiometry2016

    • Author(s)
      Maeda, T., K. Nishida, R. Takagi, and K. Obara
    • Journal Title

      Prog. Earth Planet. Sci.

      Volume: 3 Issue: 1 Pages: 31-31

    • DOI

      10.1186/s40645-016-0107-4

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Tsunami data assimilation of high-density offshore pressure gauges off Cascade from the 2012 Haida Gwaii earthquake2016

    • Author(s)
      Gusman, A. R., A. F. Sheehan, K. Stake, M. Heidarzadeh, I. E. Mulia, and T. Maeda
    • Journal Title

      Geophysical Research Letters

      Volume: 43 Issue: 9 Pages: 4189-4196

    • DOI

      10.1002/2016gl068368

    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] An effective absorbing boundary condition for linear long-wave and linear dispersive-wave tsunami simulations2016

    • Author(s)
      Maeda, T., H. Tsushima, and T. Furumura
    • Journal Title

      Earth, Planets and Space

      Volume: 68 Issue: 1 Pages: 63-63

    • DOI

      10.1186/s40623-016-0436-y

    • Related Report
      2016 Research-status Report 2015 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Successive estimation of a tsunami wavefield without earthquake source data: A data assimilation approach toward real-time tsunami forecasting2015

    • Author(s)
      Maeda, T., K. Obara, M. Shinohara, T. Kanazawa, K. Uehira
    • Journal Title

      Geophysical Research Letters

      Volume: 42 Issue: 19 Pages: 10256-10262

    • DOI

      10.1002/2015gl065588

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Presentation] Tsunami data assimilation including effects of coseismic deformation for real-time tsunami forecasting using pressure gauges2017

    • Author(s)
      Takuto Maeda
    • Organizer
      IAG-IASPEI2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 海底水圧計記録による津波データ同化における地殻変動成分の推定:高速解法の定式化2017

    • Author(s)
      前田拓人
    • Organizer
      日本地震学会2017年秋季大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] Dynamic Tsunami Data Assimilation (DTDA) Based on Green’s Function: Theory and Application2017

    • Author(s)
      Wang. Y., K. Satake, A. R. Gusman, and T. Maeda
    • Organizer
      AGU Fall Meeting 2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] A fast tsunami data assimilation approach on the 2012 Haida Gwaii earthquake: based on the employment of Green's function2017

    • Author(s)
      Wang, Y., K. Satake, and T. Maeda
    • Organizer
      IAG-IASPEI2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] A fast tsunami data assimilation approach on 2012 Haida Gwaii earthquake: based on the employment of Green’s function2017

    • Author(s)
      Wang, Y., K. Satake, A. Gusman, and T. Maeda
    • Organizer
      JpGU-AGU Joint Meeting 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 海底圧力計記録を用いた津波データ同化における非津波成分分離の高速解法の試み2017

    • Author(s)
      前田拓人
    • Organizer
      東京大学地震研究所共同利用拳銃集会共同利用研究集会「海洋-固体地球システムにおける波動現象と構造不均質性」
    • Related Report
      2017 Annual Research Report
  • [Presentation] Instantaneous separation between coseismic deformation and tsunami height from pressure gauge records based on the data assimilation method2016

    • Author(s)
      Maeda, T.
    • Organizer
      AGU Fall Meeting
    • Place of Presentation
      San Francisco, California
    • Year and Date
      2016-12-14
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] 海底水圧計データ同化による津波波高と海底地殻変動の即時的分離推定2016

    • Author(s)
      前田拓人
    • Organizer
      日本地震学会2016年度秋季大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市)
    • Year and Date
      2016-10-07
    • Related Report
      2016 Research-status Report
  • [Presentation] 地震波干渉法と地震波勾配法による任意地点間のグリーン関数抽出:数値実験による検証2016

    • Author(s)
      前田拓人・西田究
    • Organizer
      日本地震学会2016年度秋季大会
    • Place of Presentation
      名古屋国際会議場(愛知県名古屋市)
    • Year and Date
      2016-10-07
    • Related Report
      2016 Research-status Report
  • [Presentation] Two-dimensional wavefield reconstruction: tsunami data assimilation and seismic gradiometry2016

    • Author(s)
      Maeda, T.
    • Organizer
      5th IASPEI/IAEE International Symposium: Effects of Surface Geology on Seismic Motion (ESG5)
    • Place of Presentation
      Taipei, Taiwan
    • Year and Date
      2016-08-15
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] 線形長波および線形分散波の津波数値シミュレーションのための効果的なPML吸収境界条件2016

    • Author(s)
      前田拓人・対馬弘晃・古村孝志
    • Organizer
      地球惑星科学連合2016年大会
    • Place of Presentation
      幕張メッセ(千葉県千葉市)
    • Year and Date
      2016-05-25
    • Related Report
      2016 Research-status Report
  • [Presentation] 海底水圧記録のデータ同化に基づく津波波高と地殻変動の分離の試み2016

    • Author(s)
      前田拓人
    • Organizer
      地球惑星科学連合2016年大会
    • Place of Presentation
      幕張メッセ(千葉県千葉市)
    • Year and Date
      2016-05-25
    • Related Report
      2016 Research-status Report
  • [Presentation] Reconstruction of 2D seismic wavefield from long-period seismogram and short-period seismogram envelope by seismic gradiometry applied to Hi-net array2016

    • Author(s)
      Maeda, T., K. Nishida, R. Takagi, and K. Obara
    • Organizer
      EGU General Assembly, Vienna, Austria
    • Place of Presentation
      Vienna, Austria
    • Year and Date
      2016-04-18
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Toward 2D Seismic Wavefield Monitoring: Seismic Gradiometry for Long-Period Seismogram and Short-Period Seismogram Envelope applied to the Hi-net Array2015

    • Author(s)
      Maeda, T., K. Nishida, R. Takagi, and K. Obara
    • Organizer
      AGU Fall Meeting
    • Place of Presentation
      San Francisco, California (USA)
    • Year and Date
      2015-12-18
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 地震観測網へのSeismicGradiometry法の適用に基づく長周期地震波形ならびに短周期地震波エンベロープの時空間解析2015

    • Author(s)
      前田拓人・西田究・高木涼太・小原一成
    • Organizer
      地震学会2015年秋季大会
    • Place of Presentation
      神戸国際会議場(兵庫県神戸市)
    • Year and Date
      2015-10-28
    • Related Report
      2015 Research-status Report
  • [Presentation] From seismic waveforms to seismic wavefield: A feasibility study of the seismic gradiometry applied to the Hi-net array2015

    • Author(s)
      Maeda, T., K. Nishida, R. Takagi, and K. Obara
    • Organizer
      AOGS2015
    • Place of Presentation
      Suntec City (Singapore)
    • Year and Date
      2015-08-07
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 地震波形解析から地震波動場解析へ:Seismic Gradiometry法の広帯域化Hi-net記録への適用可能性2015

    • Author(s)
      前田拓人・西田究・高木涼太・小原一成
    • Organizer
      地球惑星科学連合2015年大会
    • Place of Presentation
      幕張メッセ(千葉県千葉市)
    • Year and Date
      2015-05-26
    • Related Report
      2015 Research-status Report
  • [Remarks] 本研究課題に関連したオープンソースソフトウェア(tsunami_pml)公開アドレス

    • URL

      https://github.com/takuto-maeda/tsunami_pml

    • Related Report
      2016 Research-status Report
  • [Remarks] 本研究課題に関連したオープンソースソフトウェア(tdac)公開アドレス

    • URL

      https://github.com/takuto-maeda/tdac

    • Related Report
      2016 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2019-03-29  

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