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Debris-Flow Monitoring System with Acoustic Sensing and Digital Image Processing

Research Project

Project/Area Number 11680467
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeSingle-year Grants
Section一般
Research Field Natural disaster science
Research InstitutionShiga University

Principal Investigator

ITAKURA Yasumasa  ShigaUniversity, Faculty of Education, Professor, 教育学部, 教授 (20027824)

Co-Investigator(Kenkyū-buntansha) INABA Hiroyuki  Kyoto Institute of Technology Assoc. Professor, 工芸学部, 助教授 (40243117)
SAWADA Toyoaki  Kyoto University, RIDP Assoc. Professor, 防災研究所, 助教授 (60027258)
Project Period (FY) 1999 – 2001
Project Status Completed (Fiscal Year 2001)
Budget Amount *help
¥3,400,000 (Direct Cost: ¥3,400,000)
Fiscal Year 2001: ¥800,000 (Direct Cost: ¥800,000)
Fiscal Year 2000: ¥600,000 (Direct Cost: ¥600,000)
Fiscal Year 1999: ¥2,000,000 (Direct Cost: ¥2,000,000)
Keywordsdebris-flow detection / microphone sensor / oil-immersed acoustic sensor / improved hydrophone sensor / computer-based spatial filtering velocimetry / MPEG method / spatio-temporal derivative space method / cross-correlation method / 改良型水中マイクロホン / 計算機対応空間フィルタ速度計測 / MPEG画像処理法土石流検知 / 時空勾配空間法速度推定 / 土石流検出 / 振動センサ / 空間フィルタ速度計測 / MPEG画像処理法 / 時空勾配空間法 / マイクロフォンセンサ
Research Abstract

The purpose of this research is to develop a new monitoring system to prevent and to mitigate debris-flow hazards. The results of this research during three years are as follows:
1. An acoustic sensor with a microphone inside a pipe set underground has a high signal-to-noise ratio compared with other ground vibration sensors, seismometer, piezoelectric sensor, or moving-coil sensor. An improved acoustic sensor having a microphone immersed in oil inside the pipe shows a possibility of twice detection range.
2. A digital image processing based on video images of debris flow can make a proximity-detection by utilizing a detection algorithm of MPEG motion vectors. Another digital image processing methods such as computer-based spatial filtering velocimetry, spatio-temporal derivative space method, or cross-correlation method can estimate surface velocity of debris flow.
3. A combination system of an acoustic sensor and an image-processing method may have a good performance of debris-flow monitoring. The acoustic sensor may compensate the image processing under a bad weather condition of deep fog or heavy rain : on the other hand, the image-processing method makes clear the real image of debris flow, which the acoustic sensor can't observe. Unfortunately, the feasibility test of this combination system has not been confirmed because debris flows have not occurred in a test torrent.
4. A workshop on debris flow monitoring was held at the Swiss National Hydrological and Geological Survey in Ittigen-Bern, Switzerland, on 5-6 November 2001 by partial supporting of this found. The results of this research were presented in the workshop and took a good evaluation in viewing future monitoring of debris flow.

Report

(4 results)
  • 2001 Annual Research Report   Final Research Report Summary
  • 2000 Annual Research Report
  • 1999 Annual Research Report
  • Research Products

    (33 results)

All Other

All Publications (33 results)

  • [Publications] M.S.Uddin, H.Inaba, Y.Itakura, Y.Yoshida, M.Kasahara: "Adaptive computer-based spatial-filtering method for more accurate estimation of the surface velocity of debris flow"Applied Optics. 38. 6714-6721 (1999)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Y.Itakura, T.Kitajima, K.Endo, T.Sawada: "A new double dual-axes accelerometer debris-flow detection system"Debris-Flow Hazards Mitigation : Mechanics, Prediction, and Assessment (Proc.2^<nd> International Conference). ISBN-90-5809-149X. 319-324 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Y.Itakura, N.Fuji, T.Sawada: "Basic characteristics of ground vibration sensors for the detection of debris flow"Physics and Chemistry of the Earth (B). 25. 717-720 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] H.Inaba, Y.Itakura, M.Kasahara: "Surface velocity computation of debris flows by vector field measurements"Physics and Chemistry of the Earth (B). 25. 741-744 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] 小山俊彦, 稲葉宏幸, 板倉安正, 笠原正雄: "MPEG画像による土石流の検知"計測自動制御学会論文集. 36. 1047-1049 (2000)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.S.Uddin, H.Inaba, Y.Yoshida, Y.Itakura, M.Kasahara: "Velocity field estimation of debris flow by image sequence processing"京都工芸繊維大学工芸学部研究報告. 49. 79-91 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.S.Uddin, H.Inaba, Y.Yoshida, Y.Itakura, M.Kasahara: "Large motion estimation by gradient technique : Application to debris flow velocity"Physics and Chemistry of the Earth (C). 26. 633-638 (2001)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.S.Uddin, H.Inaba, Y.Yoshida, Y.Itakura, M.Kasahara: "Debris flow velocity estimation : a comparison between gradient-based method and cross-correlation method"SPIE (The International Society for Optical Engineering). 4667-16. (2002)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Shorif Uddin, Hiroyuki Inaba, Yasumasa Itakura, Yasuo Yoshida, and Masao Kasahara: "Adaptive computer-based spatial-filtering method for more accurate estimation of the surface velocity of debris flow"Applied Optics. Vol.38-NO.32. 6714-6721 (1999)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yasumasa Itakura, Toshiaki Kitajima, Kyouhei Endo, and Toyoaki Sawada: "A new double dual-axes accelerometer debris-flow detection system"Debris-How Hazards Mitigation: Mechanics, Prediction, and Assessment. ISBN 90 5809 149X. 319-324 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Yasumasa Itakura, Norikatsu Fujii, and Toyoaki Sawada: "Basic characteristics of ground vibration sensors for the detection of debris flow"Phys. Chem. Earth (B). Vol.25-No.9. 717-720 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Hiroyuki Inaba, Yasumasa Itakura, and Masao Kasahara: "Surface velocity computation of debris flows by vector field measurements"Phys. Chem. Earth (B). Vol.25-No.9. 741-744 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] Toshihiko Koyama, Hiroyuki Inaba, Yasumasa Itakura, and Masao Kasahara: "Detection of debris flow based on MPEG Video"Transactions of the Society of Instrument and Control Engineers. Vol.36-No.11. 1047-1049 (2000)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Shorif Uddin, Hiroyuki Inaba, Yasuo Yoshida, Yasumasa Itakura, and Masao Kasahara: "Velocity field estimation of debris flow by image sequence processing"Memoirs of the Faculty of Engineering and Design, Kyoto Institute of Technology. Vol.49. 79-91 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M. Shorif Uddin, Hiroyuki Inaba, Yasuo Yoshida, Yasumasa Itakura, and Masao Kasahara: "Large motion estimation by gradient technique : Application to debris flow velocity field"Phys. Chem Earth (C). Vol.26-No.9. 633-638 (2001)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M-Shorif Uddin, Hiroyuki Inaba, Yasuo Yoshida, and Yasumasa Itakura: "Debris flow velocity estimation : a comparison between gradient-based method and cross-correlation method"SPIE (The International Society for Optical Engineering). No.4667-16 (in press). (2002)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      2001 Final Research Report Summary
  • [Publications] M.S.Uddin, H.Inaba, et al.: "Notes on Gradient-Based Methods for Estimation of Large Motion in Image Sequences"Proceedings of ICECE(International Conference on Electrical and Computer Engineering)2001. 74-77 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.S.Uddin, H.Inaba, et al.: "Velocity Field Estimation of Debris Flow by Image Sequence Processing"Memoirs of the Faculty of Engineering and Design,Kyoto Institute of Technology. 49. 79-91 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.S.Uddin, H.Inaba, et al.: "Large Motion Estimation by Gradient Technique-Application to Debris Flow Velocity Field"Phys.Chem.Earth(C). 26・9. 633-638 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] Y.Itakura: "Microphone Sensor for Debris Flow Monitoring"Abstracts of Workshop on Debris Flow Monitoring. 3-6 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] H.Inaba, Y.Itakura: "Velocity Measurement of Debris Flow by Video Image"Abstracts of Workshop on Debris Flow Monitoring. 7-8 (2001)

    • Related Report
      2001 Annual Research Report
  • [Publications] M.S.Uddin, H.Inaba, et al.: "Debris flow velocity estimation:a comparison between gradient-based method and cross-correlation method"SPIE(The International Society for Optical Engineering). 4667-16. (2002)

    • Related Report
      2001 Annual Research Report
  • [Publications] Y.Itakura, et al.: "A new double dual-axes accelerometer debris flow detection system"Debris-Flow Hazards Mitigation : Mechanics, Prediction,and Assessment. ISBN90 5809 149X. 319-324 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] Y.Itakura, et al.: "Basic Characteristics of Ground Vibration Sensors for the Detection of Debris Flow"Phys.Chem.Earth (B). 25・9. 717-720 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] H.Inaba, et al.: "Surface Velocity Computation of Debris Flow by Vector Field Measurements"Phys.Chem.Earth (B). 25・9. 741-744 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 藤井法克,板倉安正,澤田豊明: "土石流検知用改良型音響マイクロフォンセンサーの基本特性"第17回センシングフォラム、計測自動制御学会. 73-76 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] 小山俊彦,稲葉宏幸 他: "MPEG画像による土石流の検知"計測自動制御学会論文集. 36・11. 1047-1049 (2000)

    • Related Report
      2000 Annual Research Report
  • [Publications] M.Shorif Uddin: "Adaptive computer-based spatial-filtering method for more accurate・・・・・"Applied Optics. 38・32. 6714-6721 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] Y.Itakura: "Acoustic sensor for detection and mass-estimation of debris flow・・・・・"Geophysical Research Abstracts. 1・4. 873 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 藤井法克: "土石流検知のための音響センサと振動センサの比較"計測自動制御学会第38回学術講演会論文集. 779-780 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 板倉安正: "土石流検知用音響・振動センサーの基本特性"計測自動制御学会第16回センシングフォーラム資料集. 91-96 (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] 澤田豊明: "砂防ダムからの排砂時のイワナの挙動と影響評価"京都大学防災研究所 研究集会予稿集. K11-3. (1999)

    • Related Report
      1999 Annual Research Report
  • [Publications] H.Inaba: "Surface velocity vector field measurement of debris flow・・・・・"Geophysical Research Abstracts. 1・4. 874 (1999)

    • Related Report
      1999 Annual Research Report

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Published: 1999-04-01   Modified: 2016-04-21  

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