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Environmental Evaluation of Seto Inland Sea by Remote Sensing

Research Project

Project/Area Number 02302086
Research Category

Grant-in-Aid for Co-operative Research (A)

Allocation TypeSingle-year Grants
Research Field Informatics
Research InstitutionThe University of Tokushima

Principal Investigator

OMATU Sigeru  University of Tokushima, Faculty of Engineering, Professor, 工学部, 教授 (30035662)

Co-Investigator(Kenkyū-buntansha) YOSHIDA Tomoji  Tokushima Bunri University, Faculty of Engineering, Research Associate, 工学部, 助手 (80220656)
NARITA Kenich  Hiroshima University, Faculty of Engineering, Lecturer, 工学部, 講師 (20189210)
UKITA Masao  Yamaguchi University, Faculty of Engineering, Professor, 工学部, 教授 (60035061)
TAZAKI Saburo  Ehime University, Faculty of Engineering, Professor, 工学部, 教授 (00036394)
SUGA Yuzo  Hirosima Institute of Technology, Faculty of Engineering, Associate Professor, 工学部, 助教授 (20133548)
Project Period (FY) 1990 – 1992
Project Status Completed (Fiscal Year 1992)
Budget Amount *help
¥4,600,000 (Direct Cost: ¥4,600,000)
Fiscal Year 1992: ¥1,400,000 (Direct Cost: ¥1,400,000)
Fiscal Year 1991: ¥1,500,000 (Direct Cost: ¥1,500,000)
Fiscal Year 1990: ¥1,700,000 (Direct Cost: ¥1,700,000)
Keywordsremote sensing / environmental data base / LANDSAT / NOAA / SPOT / neural networks / ERS-1 / JERS-1 / ニューラロネットワーク / リモ-トセンシング / 環境デ-タベ-ス / ニュ-ラロネットワ-ク
Research Abstract

Recently, various environmental problems such as acid rain problem,green house effect, and ozonn layer damage have been focused on sice those problems are serious for our lives in the future. In this study, we have considered environmental evaluation in Seto Inland Sea by remote sensing data analysis. Especially, a green house effect problem has become important from global environmental viewpoints. For such a problem, the remote sensing technique is suitable for getting an environmental situation in a wide, range. But in order to get the environmental situation as a two-dimensional image, we need the environmental data on the surface, which are called grand truth data. Therefore, in 1990 we have gathered the water pollution data in Seto Inland Sea which have been distributed in Chugoku or Shikoku areas and constructed the data base about the ground truth data. Then in 1991 we have analysed the LANDSAT TM data in Seto Inland Sea by using the remote sensing analysis and ground truth data. Finally, in 1992 we have discussed the error between the obtained image and the ground truth data. Furthermore, we have introduced a new remote sensing method based on neural networks in order to obtain more precise classification results compared with a conventional Bayesian method.

Report

(4 results)
  • 1992 Annual Research Report   Final Research Report Summary
  • 1991 Annual Research Report
  • 1990 Annual Research Report
  • Research Products

    (34 results)

All Other

All Publications (34 results)

  • [Publications] Minoru Fukumi and Sigeru Omatu: "A New Back-Propagation Algorithm with Coupled Neuron" IEEE Trans.on Neural Networks. 2. 535-538 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 大松 繁: "ニューラルネットワークによる適応制御" 電気学会雑誌. 112. 503-506 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 竹田 史章,大松 繁,井上 卓,尾波 宰三: "フーリェ変換を前処理とするニューラルネットワークによる紙幣識別" システム制御情報学会論文誌. 5. 265-273 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 福見 稔,大松 繁,竹田 史章,小坂 利寿: "パターンの回転に不変な認識を行うエッジ検出機構を有するニューラルネットワーク" 電気学会論文誌C(電子・情報・システム部門誌). 112. 457-464 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 大松 繁: "ニューロコントロールと適応制御" システム/制御/情報(システム制御情報学会誌). 36. 769-775 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Julio Tanomaru & Sigeru Omatu: "Process Control by On-line Trained Neural Controllers" IEEE Trans.on Industrial Electronics. 39. 511-521 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 中村 英夫(編),大松 繁(分筆): "都市と環境" ぎょうせい, 472 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Minoru Fukumi and Sigeru Omatu: "A New Back-Propagation Algorithm with Coupled Neuron." IEEE Trans. on Neural Networks. Vol.2, No.5. 535-538 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Sigeru Omatu: "Adaptive Control by Neural Networks." Journal of IEE of Japan. Vol.112, No.7. 503-506 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Fumiaki Takeda, Sigeru Omatu, Suguru Inoue, and Saizo Onami: "Bill Money Recognition by Neural Networks with Preprocessing of Fourier Transform." Trans. of Systems, Control, and Information Engineers. Vol.5, No.7. 265-273 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Minoru Fukumi, Sigeru Omatu, Fumiaki Takeda, and Toshihisa Kosaka: "Neural Networks Invariant for Rotation and with Edge Detection Mechanism." Trans. of IEE of Japan. Vol.112, No.8. 457-464 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Sigeru Omatu: "Neuro-Control and Adaptive Control." Journal of Systems, Control, and Information Engineers. Vol.36, No.12. 769-775 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Julio Tanomaru and Sigeru Omatu: "Process Control by On-line Trained Controllers." IEEE Trans. on Industrial Electronics. Vol.39, No.6. 511-521 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] Edited by Hideo Nakamura, Sigeru Omatu: Gyosei Pub.Co. Tokyo. Urbin Dynamics and Environment, 137-143 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1992 Final Research Report Summary
  • [Publications] 竹田 史章,大松 繁,井上 卓,尾波 宰三,小西 健一: "ニューラルネットワークを用いた高速搬送紙幣の識別" 電気学会論文誌C(電子・情報システム部門誌). 112-C. 249-258 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 大松 繁: "ニューラルネットワークによる適応制御" 電気学会雑誌. 112. 503-506 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 竹田 史章,大松 繁,井上 卓,尾波 宰三: "フーリェ変換を前処理とするニューラルネットワークによる紙幣識別" システム制御情報学会論文誌. 5. 265-273 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 福見 稔,大松 繁,竹田 史章,小坂 利寿: "パターンの回転に不変な認識を行うエッジ検出機構を有するニューラルネットワーク" 電気学会論文誌C(電子・情報・システム部門誌). 112. 457-464 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 大松 繁: "ニューロコントロールと適応制御" システム/制御/情報(システム制御情報学会誌). 36. 769-775 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] Julio Tanomaru & Sigeru Omatu: "Process Control by On-line Trained Neural Controllers" IEEE Trans.on Industrial Electronics. 39. 511-521 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 中村 英夫(編),大松 繁(分筆): "都市と環境" ぎょうせい, 472 (1993)

    • Related Report
      1992 Annual Research Report
  • [Publications] 吉田 知司,大松 繁,寺西 大: "ニュ-ラルネットワ-クによるリモ-トセンシングデ-タのパタ-ン認識" システム制御情報学会論文集. 4. 11-20 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 山本 透,石原 弘一,大松 繁: "PID制御に基づいたモデル追従適応制御系の一設計" 電気学会論文誌. 111. 32-39 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 山本 透,石原 弘一,大松 繁,北森 俊行: "モデルマッチング法によるIーPD型制御系の一設計" 計測自動制御学会論文集. 26. 656-661 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 遠藤 マツエ,大松 繁: "システムダイナミクス法による老齢学のための人口予測モデル" 老年社会科学. 12. 55-70 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 福見 稔,西野 佳代,大松 繁: "ニュ-ラルネットワ-クを用いた非線形適応フィルタ" システム制御情報学会論文誌. 4. 432-434 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] Minoru Fukumi,Sigeru Omatu: "A new BackーPropagation Algorithm with Coupled Neuron" IEEE Trans.on Neural Networks. 2. 535-538 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 中村 英夫(編著),大松繁(分筆): "都市環境" 東京大学出版会, 400 (1992)

    • Related Report
      1991 Annual Research Report
  • [Publications] 大松 繁: "時間平均的観測値を有する最適平滑機構" 電子情報通信学会論文誌A分冊. 3. 456-561 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 山本 透,大松 繁,石原 弘一: "一般化最小分散適応制御による圧力タンクの圧力制御" 日本機械学会論文集. 523C. 205-211 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 細川 直史,大松 繁: "適応デイジタルフィルタを用いた画像修復と信号抽出" 電子情報通信学会論文誌A分冊. 6. 932-938 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 山本 透,石原 弘一,大松 繁: "一般化最小分散制御系に基づいたPID制御系の設計" システム制御情報学会論文誌. 7. 205-211 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 大松 繁: "ニュ-ラルネットワ-クと適応制御" コンピュ-トロ-ル. 32. 73-79 (1990)

    • Related Report
      1990 Annual Research Report
  • [Publications] 遠藤 マツエ,大松 繁: "システムダイナミクス法による老齢学のための人口予測モデルニュ-ラルネットワ-クと適応制御" 老年社会科学. 12. 55-70 (1990)

    • Related Report
      1990 Annual Research Report

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Published: 1990-04-01   Modified: 2016-04-21  

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