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Development of deformation measurement and damage detection technology for urban infrastructure facilities during normal times and disasters using InSAR

Research Project

Project/Area Number 17H02050
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Social systems engineering/Safety system
Research InstitutionTokyo Institute of Technology

Principal Investigator

Matsuoka Masashi  東京工業大学, 環境・社会理工学院, 教授 (80242311)

Co-Investigator(Kenkyū-buntansha) 三浦 弘之  広島大学, 工学研究科, 准教授 (30418678)
越村 俊一  東北大学, 災害科学国際研究所, 教授 (50360847)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥17,810,000 (Direct Cost: ¥13,700,000、Indirect Cost: ¥4,110,000)
Fiscal Year 2019: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2018: ¥6,240,000 (Direct Cost: ¥4,800,000、Indirect Cost: ¥1,440,000)
Fiscal Year 2017: ¥7,670,000 (Direct Cost: ¥5,900,000、Indirect Cost: ¥1,770,000)
Keywordsリモートセンシング / 合成開口レーダ / 建物被害 / ガス管被害 / 橋梁沈下 / 液状化被害 / 熊本地震 / 東北地方太平洋沖地震 / PS-InSAR / 干渉InSAR / 橋梁 / 建物 / ガス管 / 地震 / ライフライン / 干渉SAR / ダム
Outline of Final Research Achievements

It was clarified by simulation that the coherence of PALSAR-2 images before and after the earthquake changed in the liquefaction area of the Kumamoto earthquake. It was also shown that a similar tendency was observed in the liquefaction area of the Hokkaido Iburi Tobu Earthquake. Then, the fragility function was constructed from the building damage data of the Kumamoto earthquake, and the relationship between the ground strain calculated from the SAR image and the gas pipeline damage was clarified. As an example of bridge monitoring, a long-term InSAR analysis from 2004 to 2017 was carried out using four satellite SAR images for a bridge over Lake Urmia, located in the northwestern part of Iran, and clarified the factors of bridge settlement.

Academic Significance and Societal Importance of the Research Achievements

都市インフラ施設の機能を平常時からモニタリングし,地震等の大規模災害後の復旧・復興活動においては,施設の利用可否を判断する必要がある。また,都市における広域的な地盤災害や建物被害の状況を把握することは迅速な災害対応を行う上で重要である。本研究成果は,被災地の現場に行くことなく,宇宙からの人工衛星リモートセンシングにより定常時や災害時の被害状況の把握を可能にする技術で,実際の観測データに基づいて実証していることから,今後,南海トラフ巨大地震や首都直下地震などへの応用が期待できる。

Report

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

    (33 results)

All 2020 2019 2018 2017 Other

All Journal Article (15 results) (of which Int'l Joint Research: 7 results,  Peer Reviewed: 12 results,  Open Access: 10 results) Presentation (15 results) (of which Int'l Joint Research: 10 results,  Invited: 2 results) Book (1 results) Remarks (2 results)

  • [Journal Article] A Semiautomatic Pixel-Object Method for Detecting Landslides Using Multitemporal ALOS-2 Intensity Images2020

    • Author(s)
      Adriano Bruno、Yokoya Naoto、Miura Hiroyuki、Matsuoka Masashi、Koshimura Shunichi
    • Journal Title

      Remote Sensing

      Volume: 12 Issue: 3 Pages: 561-561

    • DOI

      10.3390/rs12030561

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Statistical analysis of earthquake debris extent from wood-frame buildings and its use in road networks in Japan2019

    • Author(s)
      Moya, L., Mas, E., Yamazaki, F., Liu, W., & Koshimura, S.
    • Journal Title

      Earthquake Spectra

      Volume: 36(1) Issue: 1 Pages: 209-231

    • DOI

      10.1177/8755293019892423

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Detecting urban changes using phase correlation and l1-based sparse model for early disaster response: A case study of the 2018 Sulawesi Indonesia earthquake-tsunami2019

    • Author(s)
      Moya, L., Muhari, A., Adriano, B., Koshimura, S., Mas, E., Marval-Perez, L. R., & Yokoya, N.
    • Journal Title

      Remote Sensing of Environment

      Volume: 242 Pages: 111743-111743

    • DOI

      10.1016/j.rse.2020.111743

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Improvement of Persistent Scatterer Interferometry to Detect Large Non-Linear Displacements with the 2π Ambiguity by a Non-Parametric Approach2019

    • Author(s)
      Fumitaka Ogushi、Masashi Matsuoka、Marco Defilippi、Paolo Pasquali
    • Journal Title

      Remote Sensing

      Volume: 11 Issue: 21 Pages: 2467-2467

    • DOI

      10.3390/rs11212467

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Fusion Analysis of Optical Satellite Images and Digital Elevation Model for Quantifying Volume in Debris Flow Disaster2019

    • Author(s)
      Miura Hiroyuki
    • Journal Title

      Remote Sensing

      Volume: 11 Issue: 9 Pages: 1096-1096

    • DOI

      10.3390/rs11091096

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Identifying Building Damage Patterns in the 2016 Meinong, Taiwan Earthquake Using Post-Event Dual-Polarimetric ALOS-2/PALSAR-2 Imagery2018

    • Author(s)
      Bai Yanbing、International Research Institute of Disaster Science (IRIDeS), Tohoku University Aoba 6-6-03, Sendai 980-8579, Japan、Adriano Bruno、Mas Erick、Koshimura Shunichi
    • Journal Title

      Journal of Disaster Research

      Volume: 13 Issue: 2 Pages: 291-302

    • DOI

      10.20965/jdr.2018.p0291

    • NAID

      130007492729

    • ISSN
      1881-2473, 1883-8030
    • Year and Date
      2018-03-20
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] A Weighted Overlay Method for Liquefaction-Related Urban Damage Detection: A Case Study of the 6 September 2018 Hokkaido Eastern Iburi Earthquake, Japan2018

    • Author(s)
      Karimzadeh Sadra、Matsuoka Masashi
    • Journal Title

      Geosciences

      Volume: 8 Issue: 12 Pages: 487-487

    • DOI

      10.3390/geosciences8120487

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Spatiotemporal deformation patterns of the Lake Urmia Causeway as characterized by multisensor InSAR analysis2018

    • Author(s)
      Karimzadeh Sadra、Matsuoka Masashi、Ogushi Fumitaka
    • Journal Title

      Scientific Reports

      Volume: 8 Issue: 1 Pages: 5357-5357

    • DOI

      10.1038/s41598-018-23650-6

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] An integrated method to extract collapsed buildings from satellite imagery, hazard distribution and fragility curves2018

    • Author(s)
      Moya Luis、Mas Erick、Adriano Bruno、Koshimura Shunichi、Yamazaki Fumio、Liu Wen
    • Journal Title

      International Journal of Disaster Risk Reduction

      Volume: 31 Pages: 1374-1384

    • DOI

      10.1016/j.ijdrr.2018.03.034

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Towards Operational Satellite-Based Damage-Mapping Using U-Net Convolutional Network: A Case Study of 2011 Tohoku Earthquake-Tsunami2018

    • Author(s)
      Bai Yanbing、Mas Erick、Koshimura Shunichi
    • Journal Title

      Remote Sensing

      Volume: 10 Issue: 10 Pages: 1626-1626

    • DOI

      10.3390/rs10101626

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A Framework of Rapid Regional Tsunami Damage Recognition from Post-event TerraSAR-X Imagery Using Deep Neural Networks2018

    • Author(s)
      Yanbing Bai, Chang Gao, Sameer Singh, Magaly Koch, Bruno Adriano, Erick Mas, Shunichi Koshimura
    • Journal Title

      IEEE Geoscience and Remote Sensing Letters

      Volume: 55 Issue: 1 Pages: 43-47

    • DOI

      10.1109/lgrs.2017.2772349

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] リモートセンシングによる液状化被害の広域把握2018

    • Author(s)
      松岡昌志
    • Journal Title

      日本地震工学会誌

      Volume: 33 Pages: 19-21

    • Related Report
      2017 Annual Research Report
  • [Journal Article] 建物被害把握への適用について2018

    • Author(s)
      三浦弘之
    • Journal Title

      日本地震工学会誌

      Volume: 33 Pages: 6-9

    • Related Report
      2017 Annual Research Report
  • [Journal Article] リモートセンシングによる津波の広域被害把握2018

    • Author(s)
      越村俊一
    • Journal Title

      日本地震工学会誌

      Volume: 33 Pages: 26-29

    • Related Report
      2017 Annual Research Report
  • [Journal Article] From a GIS-based hybrid site condition map to an earthquake damage assessment in Iran: Methods and trends2017

    • Author(s)
      Karimzadeh Sadra、Feizizadeh Bakhtiar、Matsuoka Masashi
    • Journal Title

      International Journal of Disaster Risk Reduction

      Volume: 22 Pages: 23-36

    • DOI

      10.1016/j.ijdrr.2017.02.016

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Presentation] How Modeling and Simulation Can Help Improve Coastal Communities’ Preparation, Defense, and Recovery from Disaster: Insights from Japan’s Experiences2020

    • Author(s)
      Shunichi Koshimura
    • Organizer
      US - Japan Relationship Conference Series
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 災害後の航空写真を用いた深層学習モデルによる建物被害の自動判読2020

    • Author(s)
      有留那博, 三浦弘之
    • Organizer
      日本建築学会中国支部研究報告集
    • Related Report
      2019 Annual Research Report
  • [Presentation] Ground Displacement and Building Damage Estimation of The 2017 Kermanshah earthquake Using SAR Remote Sensing2019

    • Author(s)
      Sadra Karimzadeh, Masashi Matsuoka
    • Organizer
      8th International Conference on Seismology & Earthquake Engineering
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Monitoring Displacement on National Route and Railway with PALSAR-1 Data by Using Multi-Temporal Displacement Decomposition in Chiba Prefecture, Japan2019

    • Author(s)
      Fumitaka Ogushi, Masashi Matsuoka
    • Organizer
      International Geoscience and Remote Sensing Symposium 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Relationship Between Ground Displacement and Gas Pipeline Damage According to InSAR Analysis of PALSAR-2 Imagery2019

    • Author(s)
      Masashi Matsuoka, Takahiro Koyama, Hiroaki Kimura
    • Organizer
      International Geoscience and Remote Sensing Symposium 2019
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Integrating real-time simulation, earth observation, and geo-informatics for assessing tsunami impact2019

    • Author(s)
      Shunichi Koshimura
    • Organizer
      27th IUGG General Assembly (International Union of Geodesy and Geophysics)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 2018年西日本豪雨による被害と土砂災害警戒区域2019

    • Author(s)
      三浦弘之
    • Organizer
      防災推進国民大会2019(名古屋市)
    • Related Report
      2019 Annual Research Report
  • [Presentation] Region-Based Co-Seismic Ground Displacement Detection Using Optical Aerial Imagery2018

    • Author(s)
      Min-Lung CHENG, Toshiaki SATOH, Masashi MATSUOKA
    • Organizer
      International Geoscience and Remote Sensing Symposium 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Damage Mapping after the 2017 Puebla Earthquake in Mexico Using High-Resolution ALOS2 PALSAR2 Data2018

    • Author(s)
      Bruno ADRIANO, Shunichi KOSHIMURA, Sadra KARIMZADEH, Masashi MATSUOKA, Magaly KOCH
    • Organizer
      International Geoscience and Remote Sensing Symposium 2018
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 強震観測記録に基づく2016年熊本地震の地震動分布の推定2018

    • Author(s)
      松岡昌志
    • Organizer
      地域安全学会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 深層学習に基づくリモートセンシング画像からの建物被害の自動判読2018

    • Author(s)
      有留那博, 三浦弘之
    • Organizer
      第15回日本地震工学シンポジウム
    • Related Report
      2018 Annual Research Report
  • [Presentation] リモートセンシング画像解析と地震動強さの統合処理による建物被害推定2018

    • Author(s)
      後藤智博, 三浦弘之
    • Organizer
      日本建築学会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Deep Learning-based Approach for Automated Classification of Building Damage from Remote Sensing Images2018

    • Author(s)
      Hiroyuki MIURA, Tsunehiro ARIDOME
    • Organizer
      15th Annual Meeting of Asia Oceania Geosciences Society
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Block-based Damage Assessment of the 2012 Ahar-Varzaghan, Iran, Earthquake through SAR Remote Sensing Data2017

    • Author(s)
      Sadra KARIMZADEH, Sergey SAMSONOV, Masashi MATSUOKA
    • Organizer
      Proc. International Geoscience and Remote Sensing Symposium 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Ground Displacement Detection by Aerialphotographs-Based Digital Surface Model of the 2016 Kumamoto Earthquakes2017

    • Author(s)
      Longze CHEN, Toshiaki SATOH, Kanichiro MOCHIZUKI, Hiromichi KOIWA, Masashi MATSUOKA
    • Organizer
      Proc. of International Symposium on Remote Sensing 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Book] 4. リモートセンシングによる建物被害把握, リモートセンシングの応用・解析技術 ~農林水産・環境・防災から建築・土木、高精度マッピングまで~2019

    • Author(s)
      三浦弘之
    • Total Pages
      506
    • Publisher
      NTC Inc.
    • Related Report
      2019 Annual Research Report
  • [Remarks] 2018年9月北海道胆振東部地震の解析速報

    • URL

      https://drive.google.com/file/d/1VvX22vRXc_AiqOTjggyMyC62Y03iGL8l/view

    • Related Report
      2018 Annual Research Report
  • [Remarks] 2018年9月北海道胆振東部地震の解析速報

    • URL

      https://drive.google.com/file/d/1RODzhaXtI0R76l-8l2ZZtElmGxBBCkSW/view

    • Related Report
      2018 Annual Research Report

URL: 

Published: 2017-04-28   Modified: 2021-02-19  

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