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Spatial distribution of slow slip events beneath the Bungo Channel under sparsity constraints

Research Project

Project/Area Number 16K17798
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Solid earth and planetary physics
Research InstitutionJapan Agency for Marine-Earth Science and Technology

Principal Investigator

NAKATA Ryoko  国立研究開発法人海洋研究開発機構, 海域地震火山部門(地震津波予測研究開発センター), 特任技術研究員 (00552499)

Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2018: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2017: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2016: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
Keywordsスパースモデリング / 長期的スロースリップイベント / スロースリップイベント / 南海トラフ地震 / 摩擦パラメタ推定 / 地震 / 地殻変動 / 地震発生サイクル数値シミュレーション / 摩擦パラメタ分布
Outline of Final Research Achievements

We estimated spatial distribution of the long-term slow slip events (L-SSEs) beneath the Bungo channel in southwest Japan that occurred on 1997, 2003, 2010, and 2018-2019. The slip distributions of these L-SSEs estimated by geodetic data have been smoothed to some extent due to prior constraints on inversion analyses. We have applied an inversion method called fused regularization, a type of sparsity constraint, suitable for detecting discontinuous changes in the model parameters, for evaluation function. As a result, the L-SSE areas showed two sharp boundaries. The shallow boundary corresponds to the down-dip limit of the seismogenic zone. The deep boundary corresponds to the up-dip limit of the deep low-frequency tremor area. Such along-dip correspondences imply that some thresholds exist in the generation processes for both L-SSEs and deep tremors. The sharp variation in the slip amount of L-SSEs suggest that frictional properties, which control slip behaviour, may change sharply.

Academic Significance and Societal Importance of the Research Achievements

これまでのスムースネスを制約とした解析よりも、明瞭にすべり分布を推定するために、この分野ではあまり使われていなかったスパースモデリングという手法を用いた。長期的スロースリップイベントのすべり域浅部および内部の不連続な境界が、1996年から2019年までほぼ同じ位置であり、かつ地震発生帯の下限および深部低周波微動の上限の位置とほぼ一致していたという結果は、長期的スロースリップイベントの浅部延長上で起きている地震発生帯および深部延長上で発生している深部低周波微動や短期的スロースリップイベントに至る、異なる時間的特徴を持った様々な地震発生メカニズムの系統的な理解に役立つ重要な知見となり得る。

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

    (8 results)

All 2019 2018 2017 2016

All Journal Article (1 results) (of which Peer Reviewed: 1 results,  Open Access: 1 results) Presentation (7 results) (of which Int'l Joint Research: 1 results,  Invited: 1 results)

  • [Journal Article] Discontinuous boundaries of slow slip events beneath the Bungo Channel, southwest Japan2017

    • Author(s)
      Ryoko Nakata, Hideitsu Hino, Tatsu Kuwatani, Shoichi Yoshioka, Masato Okada, Takane Hori
    • Journal Title

      Scientific Reports

      Volume: 7 Issue: 1 Pages: 6129-6129

    • DOI

      10.1038/s41598-017-06185-0

    • NAID

      120007128835

    • Related Report
      2017 Research-status Report
    • Peer Reviewed / Open Access
  • [Presentation] Spatial distribution of slow slip events off the Boso peninsula from 1996 to 2018 under sparsity constraints2019

    • Author(s)
      Ryoko Nakata, Hideitsu Hino, Tatsu Kuwatani, Takahiro Akiyama, Shoichi Yoshioka, Masato Okada, Takane Hori
    • Organizer
      日本地球惑星科学連合2019年大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Spatial distribution of long-term slow slip event from 2018 to 2019 beneath the Bungo Channel under sparsity constraints2019

    • Author(s)
      Ryoko Nakata, Hideitsu Hino, Tatsu Kuwatani, Takahiro Akiyama, Shoichi Yoshioka, Masato Okada, Takane Hori
    • Organizer
      International Joint Workshop on Slow Earthquakes 2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] 疎性モデリングで得られた豊後水道長期的スロースリップイベントのすべり分布(2)2018

    • Author(s)
      中田 令子、日野 英逸、桑谷 立、田中 もも、吉岡 祥一、岡田 真人、堀 高峰
    • Organizer
      日本地球惑星科学連合2018年大会
    • Related Report
      2018 Research-status Report
    • Invited
  • [Presentation] Geodetic data inversion for spatial distribution of long-term slow slip events beneath the Bungo Channel, southwest Japan, using sparse modelling2018

    • Author(s)
      Ryoko Nakata, Hideitsu Hino, Tatsu Kuwatani, Shoichi Yoshioka, Masato Okada, Takane Hori
    • Organizer
      Asia Oceania Geoscience Society 15th Annual Meeting
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Discussion based on spatial distribution of long-term slow slip events beneath the Bungo Channel2018

    • Author(s)
      Ryoko Nakata, Hideitsu Hino, Tatsu Kuwatani, Shoichi Yoshioka, Masato Okada, Takane Hori
    • Organizer
      International Joint Workshop on Slow Earthquakes 2018
    • Related Report
      2018 Research-status Report
  • [Presentation] 疎性モデリングで得られた豊後水道長期的スロースリップイベントのすべり分布2017

    • Author(s)
      中田 令子、日野 英逸、桑谷 立、吉岡 祥一、岡田 真人、堀 高峰
    • Organizer
      日本地球惑星科学連合2017年大会
    • Related Report
      2017 Research-status Report
  • [Presentation] 疎性モデリングを用いたスロー地震のインバージョン-Fused Lassoの適用2016

    • Author(s)
      中田 令子・日野 英逸・桑谷 立・岡田 真人・堀 高峰
    • Organizer
      日本地球惑星科学連合2016年大会
    • Place of Presentation
      幕張メッセ国際会議場(千葉県千葉市)
    • Year and Date
      2016-05-22
    • Related Report
      2016 Research-status Report

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

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