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Development of Seismic Damage Estimation System for Lifeline Networks Subjected to Multiple Effects of Extreme Ground Motions and Liquefaction

Research Project

Project/Area Number 16H01842
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section一般
Research Field Natural disaster / Disaster prevention science
Research InstitutionUniversity of Tsukuba

Principal Investigator

Shoji Gaku  筑波大学, システム情報系, 教授 (60282836)

Co-Investigator(Kenkyū-buntansha) 吉見 雅行  国立研究開発法人産業技術総合研究所, 地質調査総合センター, 主任研究員 (00358417)
川村 洋平  秋田大学, 国際資源学研究科, 教授 (40361323)
永田 茂  国立研究開発法人防災科学技術研究所, 防災情報研究部門, 主幹研究員 (50217999)
八木 勇治  筑波大学, 生命環境系, 教授 (50370713)
北原 格  筑波大学, 計算科学研究センター, 教授 (70323277)
丸山 喜久  千葉大学, 大学院工学研究院, 教授 (70397024)
先名 重樹  国立研究開発法人防災科学技術研究所, マルチハザードリスク評価研究部門, 主幹研究員 (90500447)
Project Period (FY) 2016-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥24,960,000 (Direct Cost: ¥19,200,000、Indirect Cost: ¥5,760,000)
Fiscal Year 2019: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2018: ¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2017: ¥7,280,000 (Direct Cost: ¥5,600,000、Indirect Cost: ¥1,680,000)
Fiscal Year 2016: ¥7,540,000 (Direct Cost: ¥5,800,000、Indirect Cost: ¥1,740,000)
Keywordsライフライン防災 / 強震動 / 液状化 / 被害推定 / システム開発 / 防災・減災 / レジリエンス / コンピュータビジョン
Outline of Final Research Achievements

This study enhanced the accuracy of damage functions describing the nonlinear relationship between the seismic intensity and the quantified damage level, which are constituted in the following seismic damage estimation system, from the big-data analyses related with the seismic disasters for lifeline networks suffered by the multiple effects of extreme ground motions and liquefaction in the previous earthquakes. Based on these theorical approach, a new seismic damage estimation system of the lifeline networks was developed, which consists of four sub-systems: sub-system A of capturing spatial data on ground motion intensities, sub-system B of estimating lifelines damage distributed in a target region, sub-system C of sending associated disaster digital information and sub-system D of visualizing damage estimation data, with considering the maximization of the associated usability for local government officers and facility managers in the case of using the proposed system.

Academic Significance and Societal Importance of the Research Achievements

強震動と液状化の複合作用を受けたライフラインネットワークに関する災害ビックデータの収集・蓄積・分析を行ない,被害推定システムに組み込む汎用性の高い被害関数をモデル化できたことに大きな学術的意義が認められる.地震時において早期の災害対応が求められるライフラインの管理主体を念頭に,コンピュータビジョン技術並びにGISで連携させた新たなライフラインネットワークに対する被害推定システムを開発し,これらのプロトタイプの実装を主に茨城県に試みた点において大きな社会的意義が認められる.

Report

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

    (51 results)

All 2020 2019 2018 2017 2016 Other

All Journal Article (35 results) (of which Int'l Joint Research: 11 results,  Peer Reviewed: 35 results,  Open Access: 20 results) Presentation (13 results) (of which Int'l Joint Research: 5 results) Book (2 results) Remarks (1 results)

  • [Journal Article] 微動アレイ探査における地震計設置場所選定支援プログラムの開発2020

    • Author(s)
      竿本英貴,吉見雅行
    • Journal Title

      土木学会論文集A1(構造・地震工学)

      Volume: Vol.76, No.4

    • NAID

      130007897890

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] バイヨン寺院における予防的保全に資する劣化・変形・環境観測システムの構築2020

    • Author(s)
      川村洋平, 池田啓, 宍戸英彦, 河﨑衣美, 北原格, 丸太寛之, 里知樹, 松井敏也
    • Journal Title

      考古学ジャーナル

      Volume: No.736, 2月号 Pages: 29-34

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Image-quality Improvement of Omnidirectional Free-viewpoint Images by Generative Adversarial Networks2020

    • Author(s)
      Takeuchi Oto, Shishido Hidehiko, Kameda Yoshinari, Kim Hansung, Kitahara Itaru
    • Journal Title

      Proceedings of International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP2020)

      Volume: - Pages: 299-306

    • DOI

      10.5220/0008959802990306

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 下水道埋設管路の地震被害データに対する統一的な整理・分析と解釈2019

    • Author(s)
      畠山大治,庄司学,永田茂
    • Journal Title

      土木学会論文集A1(構造・地震工学)

      Volume: Vol.75, No.4

    • NAID

      130007710828

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 通信用橋梁系設備の既往地震被害データに関する体系的整理と分析・考察2019

    • Author(s)
      寺嶌幹裕,庄司学,奥津大,若竹雅人,末冨岩雄,塚本博之,鈴木崇伸
    • Journal Title

      土木学会論文集A1(構造・地震工学)

      Volume: Vol.75, No.4

    • NAID

      130007710835

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Electricity Supply Reliability Modelling for Public Sector Facilities in View of Seismic Disaster Risk2019

    • Author(s)
      Shoji, G. and Matsushima, I.
    • Journal Title

      Life-Cycle Analysis and Assessment in Civil Engineering: Towards an Integrated Vision

      Volume: - Pages: 2799-2804

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 2016年熊本地震系列の強震記録から分離した震源・伝播経路・サイト増幅特性2019

    • Author(s)
      染井一寛,浅野公之,岩田知孝,宮腰研,吉田邦一,吉見雅行
    • Journal Title

      日本地震工学会論文集

      Volume: 第19巻,第6号 Pages: 42-54

    • NAID

      130007739805

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 車載カメラ画像を活用した地震時の道路被害の自動抽出2019

    • Author(s)
      瀬﨑 陸, 丸山 喜久, 永田 茂
    • Journal Title

      日本地震工学会論文集

      Volume: 第19巻,第6号

    • NAID

      130007739796

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 地理院地図を利用した汎用性の高いハザードマップ可視化アプリの開発2019

    • Author(s)
      君塚 遼, 丸山 喜久
    • Journal Title

      土木学会論文集A1(構造・地震工学)

      Volume: Vol.75, No.4

    • NAID

      130007710875

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Implementation and Verification of a Wi-Fi Ad Hoc Communication System in an Underground Mine Environment2019

    • Author(s)
      Ikeda H., Kawamura Y., Tungol Z. P. L., Moridi M. A., Jang H.
    • Journal Title

      Journal of Mining Science

      Volume: 55 Issue: 3 Pages: 505-514

    • DOI

      10.1134/s1062739119035843

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Development of 3D rock fragmentation measurement system using photogrammetry2019

    • Author(s)
      Hyongdoo Jang, Itaru Kitahara, Youhei Kawamura, Yasunori Endo, Erkan Topal, Ryo Degawa & Samson Mazara
    • Journal Title

      International Journal of Mining, Reclamation and Environment

      Volume: なし Issue: 4 Pages: 294-305

    • DOI

      10.1080/17480930.2019.1585597

    • Related Report
      2019 Annual Research Report 2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Calibration of multiple sparsely distributed cameras using a mobile camera2019

    • Author(s)
      Shishido Hidehiko, Kitahara Itaru
    • Journal Title

      Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology

      Volume: 234 Issue: 1 Pages: 37-48

    • DOI

      10.1177/1754337119874276

    • NAID

      120007132789

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development of an inversion method to extract information on fault geometry from teleseismic data2019

    • Author(s)
      Shimizu Kousuke、Yagi Yuji、Okuwaki Ryo、Fukahata Yukitoshi
    • Journal Title

      Geophysical Journal International

      Volume: 220 Issue: 2 Pages: 1055-1065

    • DOI

      10.1093/gji/ggz496

    • NAID

      120007132766

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Modeling of the Subsurface Structure from the Seismic Bedrock to the Ground Surface for a Broadband Strong Motion Evaluation in Kumamoto Plain2018

    • Author(s)
      S. Senna, A. Wakai, H. Suzuki, A. Yatagai, H. Matsuyama, and H. Fujiwara
    • Journal Title

      Journal of Disaster Research

      Volume: 13 Issue: 5 Pages: 917-927

    • DOI

      10.20965/jdr.2018.p0917

    • NAID

      130007492587

    • ISSN
      1881-2473, 1883-8030
    • Year and Date
      2018-10-01
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 2016年熊本地震で甚大な被害を受けた益城町市街地の地下を構成する火山性堆積物の層序と分布形態2018

    • Author(s)
      中澤努,坂田健太郎,佐藤善輝,星住英夫,卜部厚志,吉見雅行
    • Journal Title

      地質学雑誌

      Volume: 124 Pages: 347-359

    • NAID

      130007413114

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Web-GIS Based Visualization System of Predicted Ground Vibration Induced by Blasting in Urban Quarry Sites2018

    • Author(s)
      Youhei Kawamura, Yoshio Moriyama, Hyongdoo Jang
    • Journal Title

      Journal of Geographic Information System

      Volume: Vol.11, No.1 Pages: 17-31

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Backprojection to image slip2018

    • Author(s)
      Okuwaki Ryo, Kasahara Amato, Yagi Yuji, Hirano Shiro, Fukahata Yukitoshi
    • Journal Title

      Geophysical Journal International

      Volume: 216 Issue: 3 Pages: 1529-1537

    • DOI

      10.1093/gji/ggy505

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Development and application of a tsunami fragility curve of the 2015?tsunami in Coquimbo, Chile2018

    • Author(s)
      Aranguiz Rafae, Urra Luisa, Okuwaki Ryo, Yagi Yuji
    • Journal Title

      Natural Hazards and Earth System Sciences

      Volume: 18 Issue: 8 Pages: 2143-2160

    • DOI

      10.5194/nhess-18-2143-2018

    • NAID

      120007133804

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Boarding System of an Autonomous Vehicle for Investigating the Effect of an AR Display on Passenger Comfort2018

    • Author(s)
      Yuki Sakamura, Akitoshi Tomita, Hidehiko Shishido, Tazu Mizunami, Kazuya Inoue, Yoshinari Kamedas, Etsuko T. Harada, Itaru Kitahara
    • Journal Title

      The IEEE ISMAR2018 Workshop on Comfort Intelligence with AR for Autonomous Vehicle 2018

      Volume: -

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Generation Method for Immersive Bullet-Time Video Using an Omnidirectional Camera in VR Platform2018

    • Author(s)
      Oto Takeuchi, Hidehiko Shishido, Yoshinari Kameda, Hansung Kim, Itaru Kitahara
    • Journal Title

      The ACM MultiMedia2018 Workshop on Audio-Visual Scene Understanding for Immersive Multimedia (AVSU2018)

      Volume: - Pages: 19-26

    • DOI

      10.1145/3264869.3264872

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] 地震後の道路交通状況と渋滞情報を反映した津波避難実験2018

    • Author(s)
      小山天城,丸山喜久
    • Journal Title

      土木学会論文集A1(構造・地震工学)

      Volume: Vol. 74, No. 4

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Liquefaction Occurrence Ratio Estimation Considering Strong Ground Motion Duration and Regional Characteristics2018

    • Author(s)
      先名重樹, 松岡昌志, 若松加寿江, 翠川三郎
    • Journal Title

      Journal of Japan Association for Earthquake Engineering

      Volume: 18 Issue: 2 Pages: 2_82-2_94

    • DOI

      10.5610/jaee.18.2_82

    • NAID

      130007381750

    • ISSN
      1884-6246
    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Performance analysis of ZigBee network topologies for underground space monitoring and communication systems2018

    • Author(s)
      Mohammad Ali Moridi, Youhei Kawamura, Mostafa Sharifzadeh, Emmanuel Knox Chanda, Markus Wagner, Hirokazu Okawa
    • Journal Title

      Tunnelling and Underground Space Technology

      Volume: 71 Pages: 201-209

    • DOI

      10.1016/j.tust.2017.08.018

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Damage and Recovery Model of Thermal Power Plants Based on the 2011 Tohoku Earthquake and Tsunami (ICOSSAR2017)2017

    • Author(s)
      Yuyama, A., Kajitani, Y. and Shoji, G.
    • Journal Title

      Proceedings of the 12th International Conference on Structural Safety and Reliability

      Volume: - Pages: 731-740

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] 益城町の2016年熊本地震被害集中域の表層に分布する凝灰質土の物理特性・動的変形特性2017

    • Author(s)
      新垣 芳一, 吉見 雅行, 後藤 浩之, 栗田 哲史, 佐藤 恭兵, 細矢 卓志, 荒井 靖仁, 森田 祥子
    • Journal Title

      土木学会論文集A1

      Volume: 73巻, 3号 Pages: 552-559

    • NAID

      130006086100

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Rupture Process During the Mw 8.1 2017 Chiapas Mexico Earthquake: Shallow Intraplate Normal Faulting by Slab Bending2017

    • Author(s)
      Ryo Okuwaki, Yuji Yagi
    • Journal Title

      Geophysical Research Letters

      Volume: 44 Issue: 23 Pages: 11816-11823

    • DOI

      10.1002/2017gl075956

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Calibration Method for Sparse Multi-view Cameras by Bridging with a Mobile Camera2017

    • Author(s)
      Hidehiko Shishido, Itaru Kitahara
    • Journal Title

      Proc. of International Conference on Image Processing Theory, Tools and Applications (IPTA)

      Volume: - Pages: 1-6

    • DOI

      10.1109/ipta.2017.8310128

    • NAID

      120007134104

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Development of nationwide amplification map of response spectrum for Japan based on station correction factors2017

    • Author(s)
      Yoshihisa Maruyama, Masaki Sakemoto
    • Journal Title

      Earthquakes and Structures

      Volume: 13 Pages: 17-27

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Effect of Liquefaction on Damage to Water-supply Pipelines during the 2011 Tohoku Earthquake2017

    • Author(s)
      若松加寿江・先名重樹・小澤京子
    • Journal Title

      Journal of Japan Association for Earthquake Engineering

      Volume: 17 Issue: 2 Pages: 2_142-2_157

    • DOI

      10.5610/jaee.17.2_142

    • NAID

      130005683535

    • ISSN
      1884-6246
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 2011年東北地方太平洋沖地震による液 状化発生の特性2017

    • Author(s)
      若松加寿江・先名重樹・小澤京子
    • Journal Title

      日本地震工学会論文集

      Volume: 第17巻 第1号 Pages: 43-62

    • NAID

      130005401891

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 通信埋設管路の地震対策に活用するスクリーニング手法の提案及び地震被害関数の構築2016

    • Author(s)
      庄司学,宮崎史倫,若竹雅人,伊藤陽,鈴木崇伸
    • Journal Title

      土木学会論文集A1(構造・地震工学)

      Volume: Vol.72,No.4

    • NAID

      130005152700

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Preliminary analysis of strong ground motions in the heavily damaged zone in Mashiki town, Kumamoto, Japan, during the main shock of the 2016 Kumamoto earthquake (Mw7.0) observed by a dense seismic array2016

    • Author(s)
      Yoshiya Hata, Hiroyuki Goto, and Masayuki Yoshimi
    • Journal Title

      Seismological Research Letters

      Volume: Vol.87, No.5 Pages: 1044-1049

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Development of a Landslide Observation System Using ZigBee Wireless Communication Technology2016

    • Author(s)
      Youhei Kawamura, Hyongdoo Jang, K. Ohta, Y. Inagaki
    • Journal Title

      SUSTAINABILITY AND RESILIENCY IN GEOTECHNICAL ENGINEERING

      Volume: - Pages: 542-550

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Rupture process of the 2016 Kumamoto earthquake in relation to the thermal structure around Aso volcano2016

    • Author(s)
      Yagi Y., Okuwaki R., Enescu B., Kasahara A., Miyakawa A., Otsubo M.
    • Journal Title

      Earth, Planets and Space

      Volume: 68 Issue: 1 Pages: 118-118

    • DOI

      10.1186/s40623-016-0492-3

    • NAID

      120005997866

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] 3D Model Reconstruction of Rocks on a Slope for Simulating Rock Fall2016

    • Author(s)
      Itaru Kitahra, Shogo Atsumi, Ryo Degawa, Yohiei Kawamura, Hyongdoo Jang, Yuichi Ohta
    • Journal Title

      SUSTAINABILITY AND RESILIENCY IN GEOTECHNICAL ENGINEERING

      Volume: - Pages: 508-517

    • DOI

      10.1061/9780784480120.052

    • Related Report
      2016 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Presentation] 発震直後における上・下水道管路被害リアルタイム推計システムの開発2020

    • Author(s)
      庄司学,皆川大雅,永田茂,北原格
    • Organizer
      第10回インフラ・ライフライン減災対策シンポジウム, 土木学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 2018 年北海道胆振東部地震において被災した下水道埋設管路の被害の傾向2019

    • Author(s)
      皆川大雅,庄司学
    • Organizer
      第39回土木学会地震工学研究発表会, 土木学会
    • Related Report
      2019 Annual Research Report
  • [Presentation] リアルタイム推計地震動分布の公開情報を用いたインフラ・ライフライン施設の被害推定2019

    • Author(s)
      永田茂,矢野祐輔,庄司学
    • Organizer
      第6回インフラ・ライフライン減災対策シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] Damage Assessment for Buried Pipes Affected by Ground Motions and Liquefaction in the 2011 off the Pacific Coast of Tohoku Earthquake2018

    • Author(s)
      Shoji, G., Kobayashi, R. and Hara, M.
    • Organizer
      16th European Conference on Earthquake Engineering
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Broadband strong ground motion simulation for active faults around Beppu bay, Kyushu, Japan2018

    • Author(s)
      Masayuki YOSHIMI , Shin'ichi MATSUSHIMA, Ryosuke ANDO, Hiroe MIYAKE, Kazutoshi IMANISHI, Takumi HAYASHIDA, Hiroshi TAKENAKA, Haruhiko SUZUKI, Atsushi YATAGAI, Shunpei MANABE, and Hisanori MATSUYAMA
    • Organizer
      16th European Conference on Earthquake Engineering
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Detection of road damage using the images captured by a vehicle-mounted camera2018

    • Author(s)
      Y. Maruyama, R. Sezaki, S. Nagata
    • Organizer
      11th U.S. National Conference on Earthquake Engineering
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Seismic Waveforms at Engineering Bedrocks beneath Lifelines Suffered by Liquefaction in the 2011 Off the Pacific Coast of Tohoku Earthquake2017

    • Author(s)
      Hara, M., Shoji, G. and Terajima, R.
    • Organizer
      16th World Conference on Earthquake Engineering
    • Place of Presentation
      Santiago, Chile
    • Year and Date
      2017-01-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Driving simulator experiment on vehicular evacuation during tsunami2017

    • Author(s)
      Y. Maruyama, S. Sakaki
    • Organizer
      16th World Conference on Earthquake Engineering
    • Place of Presentation
      Santiago, Chile
    • Year and Date
      2017-01-09
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 2016年熊本地震における下水道管路網の被害分析2017

    • Author(s)
      庄司学,原昌弘,小林怜夏,永田茂
    • Organizer
      第54回下水道研究発表会講演集
    • Related Report
      2017 Annual Research Report
  • [Presentation] 疑似搭乗体験システムを用いた自動走行車両の速度感と安心感の調査2017

    • Author(s)
      坂村祐希、富田瑛智,宍戸英彦,亀田能成,原田悦子,北原格
    • Organizer
      第15回ITSシンポジウム2017
    • Related Report
      2017 Annual Research Report
  • [Presentation] ハザードマップの可視化のための拡張現実の利用に関する基礎検討2017

    • Author(s)
      君塚遼,丸山喜久
    • Organizer
      第41回(2017年度)地域安全学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 熊本平野における広帯域強震動評価のための浅部・深部統合地盤モデルの構築2017

    • Author(s)
      先名重樹・若井淳・神薫,松山尚典,藤原広行
    • Organizer
      日本地震工学会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 平成28年熊本地震を対象とした上水道管路被害予測精度に関する検討2016

    • Author(s)
      永田茂
    • Organizer
      土木 学会第7 回インフラ・ライフライン減災対策シンポジウム
    • Place of Presentation
      熊本大学(熊本県熊本市)
    • Year and Date
      2016-12-05
    • Related Report
      2016 Annual Research Report
  • [Book] 2018年北海道胆振東部地震被害調査報告書 第9章 ライフラインの被害,9.3 下水道施設の被害2019

    • Author(s)
      公益社団法人 土木学会 (分担執筆:庄司学)
    • Total Pages
      9
    • Publisher
      丸善
    • Related Report
      2019 Annual Research Report
  • [Book] 2016年熊本地震被害調査報告書(第9章 ライフラインの被害, 9.4 下水道管渠の被害 庄司学, 永田茂分担執筆)2017

    • Author(s)
      公益社団法人 土木学会
    • Publisher
      丸善出版
    • Related Report
      2017 Annual Research Report
  • [Remarks] ライフラインネットワーク・リアルタイム地震被害推定システム(仮称)

    • Related Report
      2019 Annual Research Report

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

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