Early damage detection of natural disasters using satellite SAR and optical sensors

• Project/Area Number: 21310119
• Research Category: Grant-in-Aid for Scientific Research (B)
• Allocation Type: Single-year Grants
• Section: 一般
• Research Field: Natural disaster science
• Research Institution: Chiba University
• Principal Investigator: YAMAZAKI Fumio 千葉大学, 大学院・工学研究科, 教授 (50220322)
• Co-Investigator(Kenkyū-buntansha): MATSUOKA Masashi 産業技術総合研究所, 主任研究員 (80242311) ; MARUYAMA Yoshihisa 千葉大学, 大学院・工学研究科, 准教授 (70397024)
• Project Period (FY): 2009 – 2011
• Project Status: Completed (Fiscal Year 2011)
• Budget Amount: ¥18,590,000 (Direct Cost: ¥14,300,000、Indirect Cost: ¥4,290,000); Fiscal Year 2011: ¥4,680,000 (Direct Cost: ¥3,600,000、Indirect Cost: ¥1,080,000); Fiscal Year 2010: ¥5,850,000 (Direct Cost: ¥4,500,000、Indirect Cost: ¥1,350,000); Fiscal Year 2009: ¥8,060,000 (Direct Cost: ¥6,200,000、Indirect Cost: ¥1,860,000)
• Keywords: リモートセンシング / 合成開口レーダー / 地震 / 津波 / 光学センサ / 地殻変動 / 浸水域 / 建物流出 / 被害把握 / 市街地変化 / 建物被害 / 後方散乱強度 / Xバンド / 合成開ロレーダー / 斜面崩壊

Research Abstract

In this research, the extraction of damaged areas using high-resolution optical satellite images and Synthetic Aperture Radar (SAR) data was investigated. Assuming the existence of optical and SAR images and a digital elevation model (DEM) in the pre-event stage, and that satellite SAR data is acquired in the post-event stage, the damages due to disasters are extracted for the 2009 L'Aquila, Italy earthquake, the 2010 Haiti earthquake, and the 2011 Tohoku, Japan earthquake. Comparing with ground truth data, the accuracy of damage extraction from the SAR data was examined.

Research Products

• [Journal Article] リモートセンシングによる広域災害の把握 (2012)
  • Author(s): 山崎文雄
  • Journal Title: 予防時報 Volume: No.248 Pages: 12-18
• [Journal Article] Accurate evaluation of building damage in the 2003 Boumerdes, Algeria earthquake from QuickBird satellite images (2011)
  • Author(s): A. Meslem, F. Yamazaki, Y. Maruyama
  • Journal Title: Journal of Earthquake and Tsunami Volume: Vol.5, No.1 Pages: 1-18
  • Peer Reviewed
• [Journal Article] Characteristics of SAR Backscattered Intensity and Its Application to Earthquake Damage Detection, Computational Stochastic Mechanics (2011)
  • Author(s): F. Yamazaki, H. Inoue, W. Liu
  • Journal Title: Edited by G. Deodatis and P. D. Spanos, Research Publishing Pages: 602-606
  • Peer Reviewed
• [Journal Article] Characteristics of SAR Backscattered Intensity and Its Application to Earthquake Damage Detection (2011)
  • Author(s): F.Yamazaki, H.Inoue, W.Liu
  • Journal Title: Computational Stochastic Mechanics(Edited by G.Deodatis and P.D.Spanos)(Research Publishing) Pages: 602-606
  • Peer Reviewed
• [Journal Article] Building Damage Estimation by Integration of Seismic Intensity Information and Satellite L-band SAR Imagery (2010)
  • Author(s): M. Matsuoka, N. Nojima
  • Journal Title: MDPI Remote Sensing Volume: Vol.2, No.9 Pages: 2111-2126
  • Peer Reviewed
• [Journal Article] Comparative Analysis for Detecting Areas with Building Damage from Several Destructive Earthquakes Using Satellite Synthetic Aperture Radar Images (2010)
  • Author(s): M. Matsuoka, F. Yamazaki
  • Journal Title: ournal of Applied Remote Sensing, SPIE Volume: Vol.4 Pages: 1-14
  • Peer Reviewed
• [Journal Article] ALOS/AVNIR-2画像を用いた2008年岩手・宮城内陸地震における斜面崩壊の検出 (2010)
  • Author(s): 石出貴大, 山崎文雄
  • Journal Title: 日本地震工学会論文集 Volume: Vol.10, No.3 Pages: 12-24
  • NAID: 130001082817
  • Peer Reviewed
• [Journal Article] ALOS/PALSAR画像を用いた2008年岩手・宮城内陸地震による水域の変化抽出 (2010)
  • Author(s): 加藤圭太, 山崎文雄
  • Journal Title: 日本地震工学会論文集 Volume: Vol.10, No.3 Pages: 1-11
  • NAID: 130001082816
  • Peer Reviewed
• [Journal Article] ALOOOS/PPALSAR画像を用いた2008年岩手・宮城内陸地震による水域の変化抽出 (2010)
  • Author(s): 加藤圭太, 山崎文雄
  • Journal Title: 日本地震工学会論文集 Volume: Vol.10, No.3 Pages: 1-11
  • Peer Reviewed
• [Journal Article] Comparative Analysis for Detecting Areas with Building Damage from Several Destructive Earthquakes Ueing Satellite Synthetic Aperture Radar Images (2010)
  • Author(s): M.Matsuoka, F.Yamazaki
  • Journal Title: Journal of Applied Remote Sensing, SPIE Volume: Vol.9 Pages: 1-14
  • Peer Reviewed
• [Journal Article] Building Damage Estimation by Integration of Seismic Intensity Information and Satellite L-band SAR Imagery (2010)
  • Author(s): M.Matsuoka, N.Nojima
  • Journal Title: Remote Sensing, MDPI Volume: Vol.2, No.9 Pages: 2111-2126
  • Peer Reviewed
• [Journal Article] 宇宙からのリモートセンシング-合成開口レーダーによる地震災害把握- (2009)
  • Author(s): 松岡昌志
  • Journal Title: O Plus E Vol.31, No.7 Pages: 777-780
• [Presentation] Crustal movement detection for the 2011 Tohoku, Japan Earthquake from multi-temporal TerraSAR-X intensity images, 9th International Conference on Urban Earthquake Engineering & 4th Asia Conference on Earthquake Engineering (2012)
  • Author(s): W. Liu, F. Yamazaki
  • Organizer: Tokyo Institute of Technology
  • Place of Presentation: Tokyo, Japan
• [Presentation] Characterization of SAR images in the 2010 Haiti earthquake, 9th International Conference on Urban Earthquake Engineering & 4th Asia Conference on Earthquake Engineering (2012)
  • Author(s): P. Uprety, F. Yamazaki
  • Organizer: Tokyo Institute of Technology
  • Place of Presentation: Tokyo, Japan
• [Presentation] TerraSAR-X強度画像を用いた東北地方太平洋沖地震における地殻変動の検出 (2011)
  • Author(s): リュウ・ウェン, 山崎文雄
  • Organizer: 第51回学術講演会論文集(日本リモートセンシング学会)
• [Presentation] Characterization of flooded areas due to the 2011 Tohoku, Japan earthquake from SAR intensity images, Proc (2011)
  • Author(s): W. Liu, F. Yamazaki
  • Organizer: 32nd Asian Conference on Remote Sensing
  • Place of Presentation: Taipei, Taiwan
• [Presentation] Urban monitoring and change detection of central Tokyo using high-resolution X-band SAR images (2011)
  • Author(s): W. Liu, F. Yamazaki
  • Organizer: Proceedings of the IEEE 2011 International Geoscience and Remote Sensing Symposium
  • Place of Presentation: Vancouver, Canada
• [Presentation] Building Damage and Tsunami Inundation GIS Datasets after the 2010 Chile Earthquake : 8th International Conference on Urban Earthquake Engineering (2011)
  • Author(s): Y. Maruyama, F. Yamazaki, S. Matsuzaki, H. Miura, M. Estrada
  • Organizer: Tokyo Institute of Technology
  • Place of Presentation: Tokyo, Japan
• [Presentation] Characterization of flooded areas due to the 2011 Tohoku, Japan earthquake from SAR intensity images (2011)
  • Author(s): W.Liu, F.Yamazaki
  • Organizer: Proc.32nd Asian Conference on Remote Sensing
  • Place of Presentation: Taipei, Taiwan
• [Presentation] TerraSAR-X強度画像を用いた東北地方太平洋沖地震における地殻変動の検出 (2011)
  • Author(s): リュウ・ウェン, 山崎文雄
  • Organizer: 第51回学術講演会論文集,日本リモートセンシング学会
  • Place of Presentation: 弘前市
• [Presentation] Characterization of SAR images in the 2009 L'Aquila Italy earthquake (2010)
  • Author(s): P.Uprety, F.Yamazaki
  • Organizer: The 3rd Asia Conferellce on Earthquake Engineering
  • Place of Presentation: Bangkok, Thailand
  • Year and Date: 2010-12-02
• [Presentation] Characterization of affected areas of the 2008 Iwate-Miyagi, Japan, earthquake using SAR intensity images (2010)
  • Author(s): F.Yamazaki, H.Inoue, W.Liu
  • Organizer: Proceedings of the IEEE 2010 International Geoscience and Rellte Sensing Symposium
  • Place of Presentation: Honolulu, Hawaii, USA
  • Year and Date: 2010-07-30
• [Presentation] Building Damage Estimation Using Seismic Intensity and Satellite L-band SAR Imagery (2010)
  • Author(s): Masashi Matsuoka, Nobuoto Nojima
  • Organizer: Proc.7th International Conference on Urban Earthquake Engineering
  • Place of Presentation: 東京工業大学,東京
  • Year and Date: 2010-03-04
• [Presentation] Characterization of SAR images in the 2009 L' Aquila Italy earthquake (2010)
  • Author(s): P. Uprety, F. Yamazaki
  • Organizer: The 3rd Asia Conference on Earthquake Engineering
  • Place of Presentation: Bangkok, Thailand
• [Presentation] 2時期のTerraSAR-X画像を用いた都市変化の抽出 (2010)
  • Author(s): リュウ・ウェン, 山崎文雄
  • Organizer: 平成22年度秋季学術高演会発表論文集(日本写真測量学会)
• [Presentation] Detection of Slope Failures due to the Iwate-Miyagi, Japan Earthquake using Satellite Images (2010)
  • Author(s): F. Yamazaki, T. Ishide
  • Organizer: the 14th European Conference on Earthquake Engineering
  • Place of Presentation: Ohrid, Macedonia
• [Presentation] Characterization of affected areas of the 2008 Iwate-Miyagi, Japan, earthquake using SAR intensity images (2010)
  • Author(s): F. Yamazaki, H. Inoue, W. Liu
  • Organizer: Proceedings of the IEEE 2010 International Geoscience and Remote Sensing Symposium
  • Place of Presentation: Honolulu, Hawaii, USA
• [Presentation] Building Damage Estimation Using Seismic Intensity and Satellite L-band SAR Imagery (2010)
  • Author(s): M. Matsuoka, N. Nojima
  • Organizer: Proc. 7th International Conference on Urban Earthquake Engineering
• [Presentation] Detection of Slope Failures due to The 2008 Iwate-Miyagi Earthquake using ALOS/AVNIR-2 Images (2009)
  • Author(s): F. Yamazaki, T. Ishide, Y. Maruyama
  • Organizer: 7th International Workshop for Remote Sensing and Disaster Response
  • Place of Presentation: Austin, Texas, USA
• [Remarks]
  • URL: http://ares.tu.chiba-u.jp/~papers/index.htm
• [Remarks]
  • URL: http://ares.tu.chiba-u.jp/~papers/index.htm
• [Remarks]
  • URL: http://ares.tu.chiba-u.jp/
• [Remarks]
  • URL: http://ares.tu.chiba-u.jp/