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Tsunami Data Assimilation With Sparse Observations: Improvement Towards Tsunami Warning System

Research Project

Project/Area Number 19J20293
Research Category

Grant-in-Aid for JSPS Fellows

Allocation TypeSingle-year Grants
Section国内
Review Section Basic Section 17040:Solid earth sciences-related
Research InstitutionThe University of Tokyo

Principal Investigator

WANG YUCHEN  東京大学, 理学系研究科, 特別研究員(DC1) (80943290)

Project Period (FY) 2019-04-25 – 2022-03-31
Project Status Completed (Fiscal Year 2021)
Budget Amount *help
¥2,800,000 (Direct Cost: ¥2,800,000)
Fiscal Year 2021: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2020: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2019: ¥1,000,000 (Direct Cost: ¥1,000,000)
KeywordsTsunami / Tsunami Early Warning / Data Assimilation / Bottom Pressure Gauge / Real-Time Detection / Resonance Analysis / Tsunami Forecasting / Tsunami Resonance
Outline of Research at the Start

Data assimilation is a method to combine observation and numerical simulation, and widely used in weather forecast. The data assimilation methods have been recently applied for tsunami forecast in North America and Japan where dense observation networks exist. In my planned study, I proposed a data assimilation method by introducing virtual observation data from neighboring real observations. Based on this method, we will be able to forecast the tsunamis in the Bay of Bengal if an earthquake happens around Sumatra Island.

Outline of Annual Research Achievements

In the past year, I have been working on tsunami data assimilation for early warning. I successfully conducted a retroactive study of the 2016 Fukushima earthquake. I used 28 S-net pressure gauge records for tsunami data assimilation and forecasted the tsunami waveforms at four tide gauges on the Sanriku coast. The forecast accuracy score is 74% for a time window of 35 min. In addition, I also worked on the optimal deployment of offshore bottom pressure gauges (OBPGs). I proposed an optimal deployment scheme of OBPGs in the South China Sea, aiming at early warning of potential tsunami hazards based on the data assimilation approach. The results indicated that at least three stations are required to cover the coast along southern China to forecast the tsunami in the South China Sea successfully. The next step is to apply tsunami data assimilation to the tsunami generated by the 2022 Tonga volcanic eruption. The S-net and DONET observation will be adopted.

Research Progress Status

令和3年度が最終年度であるため、記入しない。

Strategy for Future Research Activity

令和3年度が最終年度であるため、記入しない。

Report

(3 results)
  • 2021 Annual Research Report
  • 2020 Annual Research Report
  • 2019 Annual Research Report
  • Research Products

    (37 results)

All 2022 2021 2020 2019 Other

All Int'l Joint Research (3 results) Journal Article (14 results) (of which Int'l Joint Research: 14 results,  Peer Reviewed: 14 results,  Open Access: 2 results) Presentation (12 results) (of which Int'l Joint Research: 7 results) Funded Workshop (8 results)

  • [Int'l Joint Research] CIGIDEN/Universidad Catolica de Chile(チリ)

    • Related Report
      2021 Annual Research Report
  • [Int'l Joint Research] CIGIDEN/Universidad Catolica de Chile(チリ)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] CIGIDEN/Universidad Catolica de Chile(チリ)

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Source Properties and Resonance Characteristics of the Tsunami Generated by the 2021 M 8.2 Alaska Earthquake2022

    • Author(s)
      Wang Yuchen、Su Heng‐Yi、Ren Zhiyuan、Ma Yanxue
    • Journal Title

      Journal of Geophysical Research: Oceans

      Volume: 127 Issue: 3

    • DOI

      10.1029/2021jc018308

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Optimal deployment of seafloor observation network for tsunami data assimilation in the South China Sea2022

    • Author(s)
      Ren Zhiyuan、Wang Yuchen、Wang Peitao、Zhao Xi、Hu Gui、Li Linlin
    • Journal Title

      Ocean Engineering

      Volume: 243 Pages: 110309-110309

    • DOI

      10.1016/j.oceaneng.2021.110309

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Real-Time Tsunami Data Assimilation of S-Net Pressure Gauge Records during the 2016 Fukushima Earthquake2021

    • Author(s)
      Wang Yuchen、Satake Kenji
    • Journal Title

      Seismological Research Letters

      Volume: 92 Issue: 4 Pages: 2145-2155

    • DOI

      10.1785/0220200447

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Tsunami Resonance Characterization in Japan Due to Trans‐Pacific Sources: Response on the Bay and Continental Shelf2021

    • Author(s)
      Wang Yuchen, Zamora Natalia, Quiroz Marco, Satake Kenji, and Cienfuegos Rodrigo
    • Journal Title

      Journal of Geophysical Research: Oceans

      Volume: 126 Issue: 6

    • DOI

      10.1029/2020jc017037

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Review on Recent Progress in Near-Field Tsunami Forecasting Using Offshore Tsunami Measurements: Source Inversion and Data Assimilation2021

    • Author(s)
      Wang Y.、Tsushima H.、Satake K.、Navarrete P.
    • Journal Title

      Pure and Applied Geophysics

      Volume: 178 Issue: 12 Pages: 5109-5128

    • DOI

      10.1007/s00024-021-02910-z

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Tsunami resonance and standing waves in Hangzhou Bay2021

    • Author(s)
      Ren Zhiyuan、Hou Jingming、Wang Peitao、Wang Yuchen
    • Journal Title

      Physics of Fluids

      Volume: 33 Issue: 8 Pages: 081702-081702

    • DOI

      10.1063/5.0059383

    • Related Report
      2021 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] A Method of Real-Time Tsunami Detection Using Ensemble Empirical Mode Decomposition2020

    • Author(s)
      Wang Yuchen、Satake Kenji、Maeda Takuto、Shinohara Masanao、Sakai Shin’ichi
    • Journal Title

      Seismological Research Letters

      Volume: 91 Issue: 5 Pages: 2851-2861

    • DOI

      10.1785/0220200115

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Tsunami Warning System Based on Offshore Bottom Pressure Gauges and Data Assimilation for Crete Island in the Eastern Mediterranean Basin2020

    • Author(s)
      Wang Yuchen、Heidarzadeh Mohammad、Satake Kenji、Mulia Iyan E.、Yamada Masaki
    • Journal Title

      Journal of Geophysical Research: Solid Earth

      Volume: 125 Issue: 10 Pages: 1-15

    • DOI

      10.1029/2020jb020293

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Simulation of the 2018 Tsunami Due to the Flank Failure of Anak Krakatau Volcano and Implication for Future Observing Systems2020

    • Author(s)
      Mulia Iyan E.、Watada Shingo、Ho Tung‐Cheng、Satake Kenji、Wang Yuchen、Aditiya Arif
    • Journal Title

      Geophysical Research Letters

      Volume: 47 Issue: 14 Pages: 1-9

    • DOI

      10.1029/2020gl087334

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Numerical study of the triggering mechanism of the 2018 Anak Krakatau tsunami: eruption or collapsed landslide?2020

    • Author(s)
      Ren Zhiyuan、Wang Yuchen、Wang Peitao、Hou Jingming、Gao Yi、Zhao Lianda
    • Journal Title

      Natural Hazards

      Volume: 102 Issue: 1 Pages: 1-13

    • DOI

      10.1007/s11069-020-03907-y

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Sea surface network optimization for tsunami forecasting in the near field: application to the 2015 Illapel earthquake2020

    • Author(s)
      Navarrete P、Cienfuegos R、Satake K、Wang Y、Urrutia A、Benavente R、Catal?n P A、Crempien J、Mulia I
    • Journal Title

      Geophysical Journal International

      Volume: 221 Issue: 3 Pages: 1640-1650

    • DOI

      10.1093/gji/ggaa098

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Far-field tsunami data assimilation for the 2015 Illapel earthquake2019

    • Author(s)
      Wang Y、Satake K、Cienfuegos R、Quiroz M、Navarrete P
    • Journal Title

      Geophysical Journal International

      Volume: 219 Issue: 1 Pages: 514-521

    • DOI

      10.1093/gji/ggz309

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Tsunami Data Assimilation of Cabled Ocean Bottom Pressure Records for the 2015 Torishima Volcanic Tsunami Earthquake2019

    • Author(s)
      Wang Y.、Satake K.、Sandanbata O.、Maeda T.、Su H.
    • Journal Title

      Journal of Geophysical Research: Solid Earth

      Volume: 124 Issue: 10 Pages: 10413-10422

    • DOI

      10.1029/2019jb018056

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Potential deployment of offshore bottom pressure gauges and adoption of data assimilation for tsunami warning system in the western Mediterranean Sea2019

    • Author(s)
      Heidarzadeh Mohammad、Wang Yuchen、Satake Kenji、Mulia Iyan E.
    • Journal Title

      Geoscience Letters

      Volume: 6 Issue: 1 Pages: 1-12

    • DOI

      10.1186/s40562-019-0149-8

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] Real-Time Tsunami Data Assimilation of S-Net Pressure Gauge Records During the 2016 Fukushima Earthquake2021

    • Author(s)
      Wang Yuchen, and Satake Kenji
    • Organizer
      2021 SSA Annual Meeting
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Tsunami resonance characterization and response in Japan from transpacific sources: Response on the bay and continental shelf2021

    • Author(s)
      Wang Yuchen, Zamora Natalia, Quiroz Marco, Satake Kenji, and Cienfuegos Rodrigo
    • Organizer
      AOGS 15th Annual Meeting
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Interaction of tsunamis generated by successive Mw 7.4 and Mw 8.1 earthquakes on Kermadec Islands on March 4, 20212021

    • Author(s)
      Wang Yuchen, Heidarzadeh Mohammad, Satake Kenji, Imai Kentaro, Hori Takane, and Hu Gui
    • Organizer
      2021 SSJ Fall Meeting
    • Related Report
      2021 Annual Research Report
  • [Presentation] Interaction of tsunamis generated by successive Mw 7.4 and Mw 8.1 earthquakes on Kermadec Islands on March 4, 20212021

    • Author(s)
      Wang Yuchen, Heidarzadeh Mohammad, Satake Kenji, Imai Kentaro, Hori Takane, and Hu Gui
    • Organizer
      2021 AGU Fall Meeting
    • Related Report
      2021 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Tsunami resonance characterization and response in Japan due to transpacific sources2020

    • Author(s)
      Wang, Y., Zamora, N., Quiroz, M., Satake, K. and Cienfuegos, R.
    • Organizer
      EGU General Assembly 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Real-time tsunami detection based on Ensemble Empirical Mode Decomposition2020

    • Author(s)
      Wang, Y., Satake, K., Maeda, T., Shinohara, M. and Sakai, S.
    • Organizer
      JpGU-AGU Joint Meeting 2020
    • Related Report
      2020 Annual Research Report
  • [Presentation] Tsunami data assimilation of S-net pressure gauge records2020

    • Author(s)
      Wang, Y. and Satake, K.
    • Organizer
      2020 SSJ Fall Meeting
    • Related Report
      2020 Annual Research Report
  • [Presentation] A tsunami warning system based on offshore bottom pressure gauges and data assimilation for Crete Island in the Eastern Mediterranean Basin2020

    • Author(s)
      Wang. Y., Heidarzadeh, M., Satake, K., Mulia, I. E. and Yamada, M.
    • Organizer
      2020 AGU Fall Meeting
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Tsunami data assimilation of the 2015 Torishima earthquake2019

    • Author(s)
      Wang, Y., Satake, K., Sandanbata, O. and Maeda, T.
    • Organizer
      JpGU Meeting 2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Far-field tsunami data assimilation for the 2015 Illapel earthquake2019

    • Author(s)
      Wang, Y., Satake, K., Cienfuegos, R., Quiroz, M. and Navarrete, P.
    • Organizer
      27th IUGG General Assembly
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] A method of real-time tsunami detection2019

    • Author(s)
      Wang, Y., & Satake, K.
    • Organizer
      2019 SSJ Fall Meeting
    • Related Report
      2019 Annual Research Report
  • [Presentation] A method of real-time tsunami detection2019

    • Author(s)
      Wang, Y., Satake, K., Shinohara, M. and Sakai, S.
    • Organizer
      2019 AGU Fall Meeting
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Funded Workshop] 2021 SSA Annual Meeting2021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] AOGS 15th Annual Meeting2021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] 2021 AGU Fall Meeting2021

    • Related Report
      2021 Annual Research Report
  • [Funded Workshop] EGU General Assembly 20202020

    • Related Report
      2020 Annual Research Report
  • [Funded Workshop] 2020 AGU Fall Meeting2020

    • Related Report
      2020 Annual Research Report
  • [Funded Workshop] 27th IUGG General Assembly2019

    • Related Report
      2019 Annual Research Report
  • [Funded Workshop] The Third Peking University Geophysics Symposium for Young Scientists2019

    • Related Report
      2019 Annual Research Report
  • [Funded Workshop] 2019 AGU Fall Meeting2019

    • Related Report
      2019 Annual Research Report

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Published: 2019-05-29   Modified: 2024-03-26  

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