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Damage assessment by combining satellite multi sensor images and geospatial information

Research Project

Project/Area Number 15K16305
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Natural disaster / Disaster prevention science
Research InstitutionChiba University

Principal Investigator

Wen Liu  千葉大学, 大学院工学研究院, 助教 (60733128)

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 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Fiscal Year 2015: ¥2,340,000 (Direct Cost: ¥1,800,000、Indirect Cost: ¥540,000)
Keywords自然災害 / リモートセンシング / 地震 / 都市モデル / 津波 / 橋梁 / 災害
Outline of Final Research Achievements

In this study, the detection of geospatial information by combining optical and SAR images taken in different acquisition conditions were proposed. First, the backscatter characteristics of different land covers in SAR images were investigated by comparing to optical images. Then the heights of buildings were obtained from SAR images. According to a land cover map and height information, a 3D urban model is available. Then the damage assessment using the backscatter model and post-event SAR images were carried out to the 2015 Kanto and Tohoku torrential rain and the 2016 Kumamoto earthquake. The inundated regions due to the torrential rain in Joso city were extracted from multi-temporal ALOS-2 images. For the 2016 Kumamoto earthquake, the crustal movements due to the earthquake were estimated by the Lidar data taken before and after the mainshock. Landslides and collapsed buildings were also extracted using multi sensor data.

Report

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

    (35 results)

All 2018 2017 2016 2015 Other

All Journal Article (11 results) (of which Int'l Joint Research: 5 results,  Peer Reviewed: 11 results,  Open Access: 9 results,  Acknowledgement Compliant: 3 results) Presentation (23 results) (of which Int'l Joint Research: 14 results) Remarks (1 results)

  • [Journal Article] Extraction of Collapsed Bridges Due to the 2011 Tohoku-Oki Earthquake from Post-Event SAR Images2018

    • Author(s)
      Liu Wen, Yamazaki Fumio
    • Journal Title

      Journal of Disaster Research

      Volume: 13 Issue: 2 Pages: 281-290

    • DOI

      10.20965/jdr.2018.p0281

    • NAID

      130007494955

    • ISSN
      1881-2473, 1883-8030
    • Year and Date
      2018-03-20
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Detection of collapsed buildings from lidar data due to the 2016 Kumamoto earthquake in Japan2018

    • Author(s)
      L. Moya, F. Yamazaki, W. Liu, M. Yamada
    • Journal Title

      Natural Hazards and Earth System Sciences, European Geosciences Union

      Volume: Volume 18, issue 1 Issue: 1 Pages: 65-78

    • DOI

      10.5194/nhess-18-65-2018

    • NAID

      120006958099

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Extraction of Collapsed Buildings in the 2016 Kumamoto Earthquake Using Multi-Temporal PALSAR-2 Data2017

    • Author(s)
      Wen Liu, Yamazaki
    • Journal Title

      Journal of Disaster Research

      Volume: 12 Issue: 2 Pages: 241-250

    • DOI

      10.20965/jdr.2017.p0241

    • NAID

      130008128150

    • ISSN
      1881-2473, 1883-8030
    • Year and Date
      2017-03-20
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Texture Analysis and Land Cover Classification of Tehran Using Polarimetric Synthetic Aperture Radar Imagery2017

    • Author(s)
      Homa Zakeri, Fumio Yamazaki, Wen Liu
    • Journal Title

      Applied Sciences

      Volume: 7 Issue: 5 Pages: 452-452

    • DOI

      10.3390/app7050452

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Detection of Bridge Damages due to Tsunami Using Multi-temporal High-resolution SAR Images2017

    • Author(s)
      井上和樹,リュウ・ウェン,山崎文雄
    • Journal Title

      Journal of Japan Association for Earthquake Engineering

      Volume: 17 Issue: 5 Pages: 5_48-5_59

    • DOI

      10.5610/jaee.17.5_48

    • NAID

      130006233738

    • ISSN
      1884-6246
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Automated Extraction of Inundated Areas from Multi-Temporal Dual-Polarization RADARSAT-2 Images of the 2011 Central Thailand Flood2017

    • Author(s)
      P. Nakmuenwai, F. Yamazaki, W. Liu
    • Journal Title

      Remote Sensing

      Volume: 9 Issue: 1 Pages: 1-19

    • DOI

      10.3390/rs9010078

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Learning Change from Synthetic Aperture Radar Images: Performance Evaluation of a Support Vector Machine to Detect Earthquake and Tsunami-Induced Changes2016

    • Author(s)
      Marc Wieland, Wen Liu, Fumio Yamazaki
    • Journal Title

      Remote Sensing

      Volume: 8 Issue: 10 Pages: 1-21

    • DOI

      10.3390/rs8100792

    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Monitoring of Volcanic Activity in Kuchinoerabu Island from ALOS-2 Data2016

    • Author(s)
      原香実,リュウ・ウェン,山崎文雄
    • Journal Title

      Journal of The Remote Sensing Society of Japan

      Volume: 36 Issue: 4 Pages: 338-347

    • DOI

      10.11440/rssj.36.338

    • NAID

      130005475774

    • ISSN
      0289-7911, 1883-1184
    • Related Report
      2016 Research-status Report
    • Peer Reviewed / Open Access
  • [Journal Article] Multi-Temporal Correlation Method for Damage Assessment of Buildings from High-Resolution SAR Images in the 2013 Typhoon Haiyan2016

    • Author(s)
      Pisut Nakmuenwai, Fumio Yamazaki, Wen Liu
    • Journal Title

      Journal of Disaster Research

      Volume: 11 Pages: 1-16

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Journal Article] Development of Building Inventory Data for Earthquake Damage Assessment in Tacna, Peru Using Satellite Imagery2016

    • Author(s)
      篠原崇之,松岡昌志,リュウ・ウェン,山崎文雄
    • Journal Title

      Journal of Japan Association for Earthquake Engineering

      Volume: 16 Issue: 3 Pages: 3_137-3_146

    • DOI

      10.5610/jaee.16.3_137

    • NAID

      130005133026

    • ISSN
      1884-6246
    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Monitoring of the recovery process of the Fukushima Daiichi nuclear power plant from VHR SAR images2016

    • Author(s)
      Wen Liu, Fumio Yamazaki, Tadashi Sasagawa
    • Journal Title

      Journal of Disaster Research

      Volume: 11 Pages: 236-245

    • Related Report
      2015 Research-status Report
    • Peer Reviewed / Open Access / Int'l Joint Research / Acknowledgement Compliant
  • [Presentation] Backscattering characteristics of bridges from airborne full-polarimetric SAR images2017

    • Author(s)
      Haruya Hirano, Fumio Yamazaki, Wen Liu
    • Organizer
      The 38th Asian Conference on Remote Sensing
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Backscattering characteristics of bridges from high-resolution X-band SAR imagery2017

    • Author(s)
      Wen Liu, Kanako Sawa, Fumio Yamazaki
    • Organizer
      The International Symposium on Remote Sensing 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Building damage detection in the 2010 Haiti earthquake using texture analysis of high-resolution SAR images2017

    • Author(s)
      Rendy Bahri, Wen Liu, Fumio Yamazaki
    • Organizer
      The International Symposium on Remote Sensing 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Land-cover classification of suburban areas based on multi-polarized airborne SAR data using texture measures2017

    • Author(s)
      Fumio Yamazazki, Natsuki Samuta, Wen Liu
    • Organizer
      Electromagnetics Research Symposium 2017
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 航空レーザーデータを用いた2016年熊本地震における斜面崩壊の抽出2017

    • Author(s)
      佐川由季,Luis Moya,山崎文雄,劉ウェン
    • Organizer
      土木学会第72回年次学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 高解像度SAR画像における橋梁の反射特性に関する基礎的検討2017

    • Author(s)
      リュウ・ウェン,澤可那子,山崎文雄
    • Organizer
      土木学会第72回年次学術講演会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 多偏波SAR画像によるテクスチャを用いた土地被覆分類の基礎的検討2016

    • Author(s)
      佐無田夏希,リュウ・ウェン,山崎文雄
    • Organizer
      日本リモートセンシング学会 第61回学術講演会
    • Place of Presentation
      新潟テルサ
    • Year and Date
      2016-11-01
    • Related Report
      2016 Research-status Report
  • [Presentation] Land-cover classification of Tehran using L- and C-band Synthetic Aperture Radar imagery2016

    • Author(s)
      Homa Zakeri, Wen Liu, Fumio Yamazaki
    • Organizer
      37th Asian Conference on Remote Sensing
    • Place of Presentation
      Colombo, Sri Lanka
    • Year and Date
      2016-10-17
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Remote sensing technologies for post-earthquake damage assessment: A case study on the 2016 Kumamoto earthquake2016

    • Author(s)
      Fumio Yamazaki, Wen Liu
    • Organizer
      6th Asia Conference on Earthquake Engineering
    • Place of Presentation
      Cebu City, Philippines
    • Year and Date
      2016-09-22
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] Extraction of flooded areas due the 2015 Kanto-Tohoku heavy rainfall in Japan using PALSAR-2 images2016

    • Author(s)
      Fumio Yamazaki, Wen Liu
    • Organizer
      International Society For Photogrammetry and Remote Sensing (ISPRS) 2016
    • Place of Presentation
      Prague, Czech Republic
    • Year and Date
      2016-07-12
    • Related Report
      2016 Research-status Report
    • Int'l Joint Research
  • [Presentation] TerraSAR-X画像を用いた2015年ネパール地震における市街地の被害評価2016

    • Author(s)
      Rendy Bahri,リュウ ウェン,山崎文雄
    • Organizer
      日本リモートセンシング学会 第60回学術講演会
    • Place of Presentation
      日本大学津田沼キャンパス
    • Year and Date
      2016-05-12
    • Related Report
      2016 Research-status Report
  • [Presentation] 高分解能SAR画像を用いた橋梁の津波被害把握2016

    • Author(s)
      井上和樹,劉ウェン,山崎文雄
    • Organizer
      日本リモートセンシング学会 第60回学術講演会
    • Place of Presentation
      日本大学津田沼キャンパス
    • Year and Date
      2016-05-12
    • Related Report
      2016 Research-status Report
  • [Presentation] TerraSAR-X画像を用いた橋梁把握の基礎的検討2016

    • Author(s)
      澤可那子,リュウ ウェン,山崎文雄
    • Organizer
      土木学会地震工学委員会 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
    • Related Report
      2016 Research-status Report
  • [Presentation] LOS-2画像を用いた2015年9月関東・東北豪雨による浸水域把握2015

    • Author(s)
      リュウ・ウェン,山崎文雄
    • Organizer
      日本リモートセンシング学会第59回学術講演会
    • Place of Presentation
      長崎大学
    • Year and Date
      2015-11-26
    • Related Report
      2015 Research-status Report
  • [Presentation] Damage detection in the 2015 Nepal earthquake using ALOS-2 satellite SAR imagery2015

    • Author(s)
      Wen Liu and Fumio Yamazaki
    • Organizer
      10th Pacific Conference on Earthquake Engineering
    • Place of Presentation
      Sydney, Australia
    • Year and Date
      2015-11-06
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Analysis and evaluation of bridge damages using high-resolution SAR imagery2015

    • Author(s)
      Kazuki Inoue, Wen Liu, Marc Wieland, Tadashi Sasagawa and Fumio Yamazaki
    • Organizer
      36th Asian Conference on Remote Sensing
    • Place of Presentation
      Metro Manila, Philippines
    • Year and Date
      2015-10-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Detection of landslides in the 2015 Gorkha, Nepal earthquake using satellite imagery2015

    • Author(s)
      Risakko Tsuchida, Wen Liu and Fumio Yamazaki
    • Organizer
      36th Asian Conference on Remote Sensing
    • Place of Presentation
      Metro Manila, Philippines
    • Year and Date
      2015-10-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Damage assessment of urban areas due to the 2015 Nepal earthquake using PALSAR-2 imagery2015

    • Author(s)
      Rendy Bahri, Wen Liu and Fumio Yamazaki
    • Organizer
      36th Asian Conference on Remote Sensing
    • Place of Presentation
      Metro Manila, Philippines
    • Year and Date
      2015-10-19
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] 高解像度SAR画像を用いた福島第一原子力発電所の状況把握2015

    • Author(s)
      リュウ・ウェン,水野真靖,山崎文雄,野中崇志,笹川正
    • Organizer
      土木学会第70回年次学術講演会
    • Place of Presentation
      岡山大学
    • Year and Date
      2015-09-16
    • Related Report
      2015 Research-status Report
  • [Presentation] Extraction of coseismic displacement in the November 22, 2014 Nagano, Japan earthquake from ALOS-2 Images2015

    • Author(s)
      Wen Liu, Luis Moya and Fumio Yamazaki
    • Organizer
      Asia-Pacific Conference on Synthetic Aperture Radar
    • Place of Presentation
      Singapore, Singapore
    • Year and Date
      2015-09-01
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] Detection of landslides due to the 2013 Typhoon Wipha from high-resolution airborne SAR images2015

    • Author(s)
      Wen Liu and Fumio Yamazaki
    • Organizer
      2015 IEEE International Geoscience and Remote Sensing Symposium
    • Place of Presentation
      Milan, Italy
    • Year and Date
      2015-07-26
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Presentation] TerraSAR-X干渉画像を用いた高層建物の高さ抽出2015

    • Author(s)
      リュウ・ウェン,鈴木賢太郎,山崎文雄,笹川正
    • Organizer
      日本リモートセンシング学会第58回学術講演会
    • Place of Presentation
      千葉大学
    • Year and Date
      2015-06-02
    • Related Report
      2015 Research-status Report
  • [Presentation] Building damage assessment in the 2010 Haiti earthquake using high resolution SAR imagery,2015

    • Author(s)
      Homa Zekri, Wen Liu, Fumio Yamazaki, Takashi Nonaka and Tadashi Sasagawa
    • Organizer
      International Symposium of Remote Sensing 2015
    • Place of Presentation
      Tainan, Taiwan
    • Year and Date
      2015-04-22
    • Related Report
      2015 Research-status Report
    • Int'l Joint Research
  • [Remarks] 研究論文

    • URL

      http://ares.tu.chiba-u.jp/~papers/index.htm

    • Related Report
      2016 Research-status Report 2015 Research-status Report

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

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