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Multi-sensor based image analysis for early and wide damage detection

Research Project

Project/Area Number 25282117
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypePartial Multi-year Fund
Section一般
Research Field Natural disaster / Disaster prevention science
Research InstitutionTokyo Institute of Technology

Principal Investigator

Matsuoka Masashi  東京工業大学, 総合理工学研究科, 准教授 (80242311)

Co-Investigator(Kenkyū-buntansha) MIURA Hiroyuki  広島大学, 工学研究科, 准教授 (30418678)
KOSHIMURA Shunichi  東北大学, 災害科学国際研究所, 教授 (50360847)
SATOH Toshiaki  東京工業大学, 総合理工学研究科, 連携准教授 (50567146)
Project Period (FY) 2013-04-01 – 2016-03-31
Project Status Completed (Fiscal Year 2015)
Budget Amount *help
¥17,030,000 (Direct Cost: ¥13,100,000、Indirect Cost: ¥3,930,000)
Fiscal Year 2015: ¥3,640,000 (Direct Cost: ¥2,800,000、Indirect Cost: ¥840,000)
Fiscal Year 2014: ¥6,110,000 (Direct Cost: ¥4,700,000、Indirect Cost: ¥1,410,000)
Fiscal Year 2013: ¥7,280,000 (Direct Cost: ¥5,600,000、Indirect Cost: ¥1,680,000)
Keywords防災 / リモートセンシング / 自然災害 / 画像
Outline of Final Research Achievements

We developed an estimation model for calculating the water occupancy based on satellite SAR observation, comparing backscattering coefficients of the ALOS PALSAR image and the water fraction information derived from SMA method, which is applied to the Landsat-7 ETM+ reflectance image observing the 2011 Bangkok flood and the 2011 Tohoku earthquake tsunami.
We performed the three-dimensional building damage models, created by applying the SfM-MVS technology to images taken by the aerial photographs of the site of the Hiroshima heavy rain disaster in 2014, a three-dimensional model was generated and we clarified the relationship between the spatial resolution and the accuracy of the aerial photographs by comparison with the LiDAR data. Furthermore, a three-dimensional model was created from the images taken before and after the Great Hanshin-Awaji earthquake, and the building damage was extracted from the altitude differences in the buildings measured in these two different periods.

Report

(4 results)
  • 2015 Annual Research Report   Final Research Report ( PDF )
  • 2014 Annual Research Report
  • 2013 Annual Research Report
  • Research Products

    (41 results)

All 2016 2015 2014 2013 Other

All Journal Article (11 results) (of which Peer Reviewed: 11 results,  Acknowledgement Compliant: 3 results,  Open Access: 2 results) Presentation (22 results) (of which Int'l Joint Research: 3 results) Remarks (8 results)

  • [Journal Article] Object-Based Method for Estimating Tsunami-Induced Damage Using TerraSAR-X Data2016

    • Author(s)
      Hideomi Gokon, Shunichi Koshimura and Masashi Matsuoka
    • Journal Title

      Journal of Disaster Research

      Volume: 11 Issue: 2 Pages: 225-235

    • DOI

      10.20965/jdr.2016.p0225

    • NAID

      130007673657

    • ISSN
      1881-2473, 1883-8030
    • Year and Date
      2016-03-01
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Quantitative Assessment of Flooded Areas Using Spectral Mixture Analysis from Satellite Optical Images and Combination Use of SAR to the 2011 Tohoku Earthquake Tsunami2016

    • 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_157-3_168

    • DOI

      10.5610/jaee.16.3_157

    • NAID

      130005133028

    • ISSN
      1884-6246
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Integration of Building Unit Based and Zonal Based Approaches to Detect Washed-away Buildings in a Tsunami Affected Area Using TerraSAR-X Data2016

    • Author(s)
      郷右近英臣,越村俊一,松岡昌志
    • Journal Title

      Journal of Japan Association for Earthquake Engineering

      Volume: 16 Issue: 3 Pages: 3_147-3_156

    • DOI

      10.5610/jaee.16.3_147

    • NAID

      130005133029

    • ISSN
      1884-6246
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Building Damage Assessment Using High-Resolution Satellite SAR Images of the 2010 Haiti Earthquake2016

    • Author(s)
      Hiroyuki Miura, Saburoh Midorikawa, Masashi Matsuoka
    • Journal Title

      Earthquake Spectra

      Volume: 32 Issue: 1 Pages: 591-610

    • DOI

      10.1193/033014eqs042m

    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Accuracy Improvement of Building Damage Detection Using High-Resolution SAR Images Observed from Different Directions2015

    • Author(s)
      三浦弘之,翠川三郎,松岡昌志
    • Journal Title

      Journal of Japan Association for Earthquake Engineering

      Volume: 15 Issue: 7 Pages: 7_390-7_403

    • DOI

      10.5610/jaee.15.7_390

    • NAID

      130005117817

    • ISSN
      1884-6246
    • Related Report
      2015 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Estimation of three-dimensional crustal movements in the 2011Tohoku-Oki, Japan, earthquake from TerraSAR-X intensity images2015

    • Author(s)
      W. Liu, F. Yamazaki, M. Matsuoka, T. Nonaka, T. Sasagawa
    • Journal Title

      Natural Hazards and Earth System Sciences, European Geosciences Union

      Volume: 15 Issue: 3 Pages: 637-645

    • DOI

      10.5194/nhess-15-637-2015

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Damage Detection due to the Typhoon Haiyan from High-resolution SAR Images2014

    • Author(s)
      Wen LIU, Masashi MATSUOKA, Bruno ADRIANO, Erick MAS, Shunichi KOSHIMURA
    • Journal Title

      Proc. International Geoscience and Remote Sensing Symposium 2014

      Volume: 0 Pages: 4828-4831

    • DOI

      10.1109/igarss.2014.6947575

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Developing Semi-automated Tool to Detect Tsunami Flooded Areas using Synthetic Aperture Radar2014

    • Author(s)
      郷右近英臣,越村俊一,松岡昌志
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering)

      Volume: 70 Issue: 2 Pages: I_1486-I_1490

    • DOI

      10.2208/kaigan.70.I_1486

    • NAID

      130004706846

    • ISSN
      1883-8944, 1884-2399
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] An Object-oriented Method to Detect Building Damage using TerraSAR-X Data2014

    • Author(s)
      郷右近英臣,越村俊一,松岡昌志
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering)

      Volume: 70 Issue: 2 Pages: I_1481-I_1485

    • DOI

      10.2208/kaigan.70.I_1481

    • NAID

      130004706845

    • ISSN
      1883-8944, 1884-2399
    • Related Report
      2014 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Extraction of Damaged Areas Due to the 2013 Haiyan Typhoon Using Aster Data2014

    • Author(s)
      Adriano B., H. Gokon, E. Mas, S. Koshimura
    • Journal Title

      Proceedings of International Geoscience and Remote Sensing Symposium

      Volume: - Pages: 2154-2157

    • DOI

      10.1109/igarss.2014.6946893

    • Related Report
      2014 Annual Research Report
    • Peer Reviewed / Acknowledgement Compliant
  • [Journal Article] Estimation of Tsunami-induced Building Damage Using TerraSAR-X Intensity Images2013

    • Author(s)
      堺 友里, 越村 俊一, 松岡 昌志
    • Journal Title

      Journal of Japan Society of Civil Engineers, Ser. B2 (Coastal Engineering)

      Volume: 69 Issue: 2 Pages: I_1456-I_1460

    • DOI

      10.2208/kaigan.69.I_1456

    • NAID

      130004551044

    • ISSN
      1883-8944, 1884-2399
    • Related Report
      2013 Annual Research Report
    • Peer Reviewed
  • [Presentation] 3D Model Generation Using Aerial Image Observing the 2014 Hiroshima Debris Flow and Comparison with LiDAR Data2015

    • Author(s)
      Hiroyuki Kawano, Masashi Matsuoka, Toshiaki Satoh, Hideo Suzuki, Isao Sato, Jun Miura
    • Organizer
      Proc. 36th Asian Conference on Remote Sensing
    • Place of Presentation
      フィリピン・マニラ
    • Year and Date
      2015-10-19
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 異なる計測機器による同時期の大学キャンパス計測とその3次元モデル化2015

    • Author(s)
      佐藤俊明,松岡昌志
    • Organizer
      日本建築学会大会学術講演梗概集
    • Place of Presentation
      東海大学
    • Year and Date
      2015-09-04
    • Related Report
      2015 Annual Research Report
  • [Presentation] Surface Displacement due to the 2014 North Nagano, Japan Earthquake Estimated from Differential Interferometry Technique with ALOS-2 PALSAR-2 Data2015

    • Author(s)
      Fumitaka Ogushi, Takayuki Shinohara, Masashi Matsuoka
    • Organizer
      Proc. IEEE 2015 International Geoscience and Remote Sensing Symposium 2015
    • Place of Presentation
      イタリア・ミラノ
    • Year and Date
      2015-07-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Developing a Method for Urban Damage Mapping Using Radar Signatures of Building Footprint in SAR Imagery2015

    • Author(s)
      Bruno Adriano, Erick mas, Shunichi Koshimura, Hideomi Gokon, Wen Liu, Masashi Matsuoka
    • Organizer
      Proc. IEEE 2015 International Geoscience and Remote Sensing Symposium 2015
    • Place of Presentation
      イタリア・ミラノ
    • Year and Date
      2015-07-26
    • Related Report
      2015 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 非線形写像法を用いた高分解能衛星画像からの建物被害検出2015

    • Author(s)
      木原健吾, 三浦弘之
    • Organizer
      日本建築学会中国支部研究
    • Place of Presentation
      米子市文化ホールイベントホール(米子市)
    • Year and Date
      2015-03-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] 光学衛星画像を用いた混合スペクトル解析に基づく浸水度の定量推定とSAR画像を組み合わせた東北地方太平洋沖地震津波への適用2014

    • Author(s)
      篠原崇之,松岡昌志,リュウ ウェン,山崎文雄
    • Organizer
      第14回日本地震工学シンポジウム論文集
    • Place of Presentation
      幕張メッセ(千葉市)
    • Year and Date
      2014-12-04 – 2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] 高分解能SAR画像による建物被害検出に及ぼす撮影方向の影響2014

    • Author(s)
      三浦弘之, 翠川三郎, 松岡昌志
    • Organizer
      第14回日本地震工学シンポジウム
    • Place of Presentation
      幕張メッセ(千葉市)
    • Year and Date
      2014-12-04 – 2014-12-06
    • Related Report
      2014 Annual Research Report
  • [Presentation] 高感度カメラを用いた暗所におけるSfMの試み2014

    • Author(s)
      佐藤俊明,橘菊生,松岡昌志
    • Organizer
      日本写真測量学会平成26年度秋季学術講演会
    • Place of Presentation
      福井国際交流会館(福井市)
    • Year and Date
      2014-11-07 – 2014-11-09
    • Related Report
      2014 Annual Research Report
  • [Presentation] 2014年広島土砂災害における空撮写真を用いた地形モデルの作成とLiDARデータとの比較2014

    • Author(s)
      河野洋行,篠原崇之,松岡昌志
    • Organizer
      第35回地域安全学会研究発表会(秋季)
    • Place of Presentation
      静岡県地震防災センター(静岡市)
    • Year and Date
      2014-11-07 – 2014-11-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] 2011年東北地方太平洋沖地震の津波被害域における水占有率と後方散乱係数の関係2014

    • Author(s)
      篠原崇之,松岡昌志,リュウ ウェン
    • Organizer
      第35回地域安全学会研究発表会(秋季)
    • Place of Presentation
      静岡県地震防災センター(静岡市)
    • Year and Date
      2014-11-07 – 2014-11-08
    • Related Report
      2014 Annual Research Report
  • [Presentation] HMDを用いた広域な3D地理空間モデルを対象とするシステムの操作性に関する検討2014

    • Author(s)
      曽根敦,佐藤俊明,浦本洋市
    • Organizer
      第19回日本バーチャルリアリティ学会大会
    • Place of Presentation
      名古屋大学(名古屋市)
    • Year and Date
      2014-09-17 – 2014-09-19
    • Related Report
      2014 Annual Research Report
  • [Presentation] Detection of building side-wall damage caused by the 2011 Tohoku, Japan earthquake tsunamis using high-resolution SAR imagery2014

    • Author(s)
      Wen LIU, Fumio YAMAZAKI, Masashi MATSUOKA, Takashi NONAKA, Tadashi SASAGAWA
    • Organizer
      10th US National Conference on Earthquake Engineering
    • Place of Presentation
      米国アンカレッジ
    • Year and Date
      2014-07-21 – 2014-07-25
    • Related Report
      2014 Annual Research Report
  • [Presentation] RISAT-1/SARとLandsat/ETM+を用いた台風Haiyanによる浸水域の抽出2014

    • Author(s)
      篠原崇之,リュウ ウェン,松岡昌志
    • Organizer
      日本リモートセンシング学会第56回学術講演会
    • Place of Presentation
      産業技術総合研究所(つくば市)
    • Year and Date
      2014-05-15 – 2014-05-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] COSMO-SkyMed強度画像を用いたフィリピン台風被害の検出2014

    • Author(s)
      リュウ ウェン,松岡昌志,アドリアノ ブルーノ,マス エリック,越村俊一
    • Organizer
      日本リモートセンシング学会第56回学術講演会
    • Place of Presentation
      つくば市産業技術総合研究所(つくば市)
    • Year and Date
      2014-05-15 – 2014-05-16
    • Related Report
      2014 Annual Research Report
  • [Presentation] Spectral Mixture Analysis for Typhoon-Induced Inundation Mapping in Negros and Cebu Islands, the Philippines2014

    • Author(s)
      Takayuki SHINOHARA, Wen LIU, Masashi MATSUOKA
    • Organizer
      International Symposium on Remote Sensing 2014
    • Place of Presentation
      韓国釜山
    • Year and Date
      2014-04-16 – 2014-04-18
    • Related Report
      2014 Annual Research Report
  • [Presentation] リモートセンシングによる個別建物被害の可視化2014

    • Author(s)
      三浦弘之
    • Organizer
      ワークショップ「災害を観る9」
    • Place of Presentation
      京都市,日本
    • Related Report
      2013 Annual Research Report
  • [Presentation] Building Damage Estimation Model Using TerraSAR-X Observing the 2010 Haiti Earthquake2013

    • Author(s)
      Masashi Matsuoka, Hiroyuki Miura, Shunichi Koshimura, Yoshihisa Maruyama
    • Organizer
      The 34th Asian Conference on Remote Sensing
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Detection of Surface Displacements and Liquefied Areas in the 2011 Christchurch Earthquake from SAR Data2013

    • Author(s)
      Wen Liu, Masashi Matsuoka, Fumio Yamazaki, Takashi Nonaka, Tadashi Sasagawa
    • Organizer
      The 34th Asian Conference on Remote Sensing
    • Place of Presentation
      Bali, Indonesia
    • Related Report
      2013 Annual Research Report
  • [Presentation] Building Damage Estimation by Integration Between Seismic Intensity Information and ALOS/PALSAR Images of the 2007 Peru Earthquake2013

    • Author(s)
      Masashi Matsuoka, Miguel Estrada
    • Organizer
      2013 Asia-Pacific Conference on Synthetic Aperture Radar (APSAR)
    • Place of Presentation
      Tsukuba, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] Detection of Crustal Movements due to the 11 April 2011 Fukushima Earthquake from SAR Images2013

    • Author(s)
      Wen Liu, Masashi Matsuoka, Fumio Yamazaki, Takashi Nonaka, Tadashi Sasagawa
    • Organizer
      2013 Asia-Pacific Conference on Synthetic Aperture Radar (APSAR)
    • Place of Presentation
      Tsukuba, Japan
    • Related Report
      2013 Annual Research Report
  • [Presentation] 2011年東北地方太平洋沖地震津波の被災地を観測したTerraSAR-X画像による建物流出率推定モデルの構築2013

    • Author(s)
      松岡昌志
    • Organizer
      日本建築学会大会学術講演梗概集
    • Place of Presentation
      札幌市,日本
    • Related Report
      2013 Annual Research Report
  • [Presentation] JERS-1/SAR画像による1994年ノースリッジ地震の地盤変位の検出2013

    • Author(s)
      篠原崇之, リュウ ウェン, 松岡昌志
    • Organizer
      日本リモートセンシング学会第55回学術講演会論文集
    • Place of Presentation
      郡山市,日本
    • Related Report
      2013 Annual Research Report
  • [Remarks] 2013年台風30号(Haiyan)によるフィリピン被害の解析速報

    • URL

      https://sites.google.com/site/matsuokamtokyotech/research/response

    • Related Report
      2015 Annual Research Report
  • [Remarks] 2014年11月22日長野県北部の地震の解析速報

    • URL

      https://sites.google.com/site/matsuokamtokyotech/research/response

    • Related Report
      2015 Annual Research Report
  • [Remarks] Nepal earthquake on April 25, 2015

    • URL

      https://sites.google.com/site/matsuokamtokyotech/research/response

    • Related Report
      2015 Annual Research Report
  • [Remarks] 2014年11月22日長野県北部の地震の解析速報

    • URL

      https://dl.dropboxusercontent.com/u/33863403/ALOS2_InSAR_NaganoNeq_v1.pdf

    • Related Report
      2014 Annual Research Report
  • [Remarks] 東京工業大学 松岡研究室 研究論文

    • URL

      https://sites.google.com/site/matsuokamtokyotech/publications

    • Related Report
      2013 Annual Research Report
  • [Remarks] 台風30号によるフィリピン被害の解析速報(ASTER画像による被害域の把握)

    • URL

      https://dl.dropboxusercontent.com/u/33863403/haiyan_aster_v3.pdf

    • Related Report
      2013 Annual Research Report
  • [Remarks] 台風30号によるフィリピン被害の解析速報(Landsat画像による浸水把握)

    • URL

      https://dl.dropboxusercontent.com/u/33863403/haiyan_landsat.pdf

    • Related Report
      2013 Annual Research Report
  • [Remarks] 台風30号によるフィリピン被害の解析速報(RISAT-1およびLandsat画像による浸水把握)

    • URL

      https://dl.dropboxusercontent.com/u/33863403/haiyan_risat.pdf

    • Related Report
      2013 Annual Research Report

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Published: 2013-05-21   Modified: 2019-07-29  

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