• Search Research Projects
  • Search Researchers
  • How to Use
  1. Back to project page

1995 Fiscal Year Final Research Report Summary

ASSESSMENT OF EMVIRONMENTAL VARIABLES USING NEURAL NETWORK

Research Project

Project/Area Number 06680507
Research Category

Grant-in-Aid for General Scientific Research (C)

Allocation TypeSingle-year Grants
Research Field 環境影響評価(含放射線生物学)
Research InstitutionTOTTORI UNIVERSITY

Principal Investigator

MATSUBARA Yuhei  TOTTORI UNIVERSITY FACULTY OF ENGINEERING,ASSOCIATE PROFESSOR, 工学部, 助教授 (60116374)

Co-Investigator(Kenkyū-buntansha) KUROIWA Masamitu  TOTTORI UNIVERSITY FACULTY OF ENGINEERING,RESERCH ASSOCIATE, 工学部, 助手 (10225279)
Project Period (FY) 1994 – 1995
KeywordsEnvironmental Impact Assessment / Ecological Model / Neural Network
Research Abstract

The artificial neural network can be used to solve the problems of environmental evaluation and classification. With more of the physical and ecological data that were collected in the previous field research, the more successful neural netowork was to be set up. The structure of the neural network and the number of the learning cycle are very important factors. In this research the network showed the highest recognition results when the architecture of the network was five layrs network. Also the sensitivity analysis was verified to be very effective method in order to analyze the relationship between environmental variables and coastal zone environments.

  • Research Products

    (12 results)

All Other

All Publications (12 results)

  • [Publications] 松原雄平: "ニューラルネットワークを利用した環境評価モデルに関する研究" 海岸工学論文集. 42. 1141-1145 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 松原雄平: "Assessment of marine environmental variavles using artificial neural network" International Conference on Ecological System Enhancement Technology for Aquatic Environments. 447-452 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 松原雄平: "ニューラルネットワークによる環境評価モデル" 日本水産工学会学術講演会論文集. 73-74 (1995)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] 松原雄平: "ニューラルネットワークによる干潟環境評価モデルに関する研究" 日本水産工学学術講演会論文集. (印刷中). (1996)

    • Description
      「研究成果報告書概要(和文)」より
  • [Publications] Yuhei Matsubara: "Environmental Impact Assessment by Neural Network" Proceedings of the annual meeting of the Japan Society of Fisheries Engineering. 21-22 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Yuhei Matsubara: "Evaluation System of Environmental Variables by Neural Network" Proceedings of Civil Engineering in the Ocean. 141-146 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Yuhei Matsubara: "Ecological Environment Assessment by Neural Nework" Proceedings of Coastal Engineering. 1136-1140 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Yuhei Matsubara: "Assessment of environmental variables using artificial neural network" Proceedings of the International Conference of Sustainable Construction. 233-240 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Yuhei Matsubara: "Coastal Zone Environmental Assessment by Neural Network" Proceedings of International Conference of Ecological System Enhancement Technology for Aquatic Environments. 447-452 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Yuhei Matsubara: "Environmental Assessment Model by using Neural Network" Proceedings of the annual meeting of the Japan Society of Fisheries Engineering. 73-74 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Yuhei Matsubara: "Environmental Assessment Model by using Neural Network" Proceedings of Coastal Engineering. 1141-1145 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
  • [Publications] Yuhei Matsubara: "The Assessment Model of Wetland Environment by Neural Network" Proceedings of the annual meeting of the Japan Society of Fisheries Engineering. (in printing). (1995)

    • Description
      「研究成果報告書概要(欧文)」より

URL: 

Published: 1997-03-04  

Information User Guide FAQ News Terms of Use Attribution of KAKENHI

Powered by NII kakenhi