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"Extraction of Oceanographic Characteristics from Satellite Image by AI and its Application to Origination of Fisheries and Oceanographic Condition Chart"

Research Project

Project/Area Number 04455025
Research Category

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

Allocation TypeSingle-year Grants
Research Field 広領域
Research InstitutionNIHON UNIVERSITY

Principal Investigator

SHINOMIYA Hiroshi  College of Agric.& Veterin.Medicine, Nihon Univ.Professer, 農獣医学部, 教授 (50058749)

Co-Investigator(Kenkyū-buntansha) YAMAMOTO Hiromichi  National Aerospace Lab.Sci.& Tech.Agency Senior Researcher, 航空宇宙技術研究所, 主任研究官
INOUE Fumio  College of Sci.& Tech., Nihon Univ.Associate Professer, 理工学部, 助教授 (60147684)
ITOH Akiyoshi  College of Sci.& Tech., Nihon Univ.Professer, 理工学部, 教授 (60059962)
Project Period (FY) 1992 – 1993
Project Status Completed (Fiscal Year 1993)
Budget Amount *help
¥1,100,000 (Direct Cost: ¥1,100,000)
Fiscal Year 1993: ¥1,100,000 (Direct Cost: ¥1,100,000)
KeywordsSatellite image / Satellite oceanography / Oceanographic model chart / Oceanographic characteristics / Image recognition / Knowledge processing / 海洋特性の抽出 / 人工知能 / 画像処理 / リモートセンシング
Research Abstract

Fishing grounds are formed by pelagic fish in accordance with O.C.(oceanographic characteristics)such as front, eddy, current, etc., and with preferable temperatures to those fish. The relevant information would contribute to the efficient detection of fishing grounds and the deliberate fishing operation.
The extraction of O.C., particularly the current path and the movement of water mass should considerably owe to experts in that field. Hence, the generalization and the swift processing of it have necessarily been expected and our studies were carried out as follows :
1)The system construction of extracting O.C.by AI
By using the workstation for the image and AI processing, the experimental researches were done repeatedly and the man-machine interface was constructed. The contemporary knowledge-processing system, which was constructed on mini-computer of National Aerospace Laboratory, were tested and transplanted to the workstation. Then, the processing and display system by it was performed and the fundamental functions were assured.
2)The automatic extraction of O.C.
Based on the knowledge information on warm core ring, the algorithms for the extraction of the eddy by the image processing and of the shape-parameters of the eddy were acquired. Through these processes, also as to the low-symmetrical eddy which is apt to change, the new algorithm was established.
3)The computer-aided oceanographic model chart
In cooperation with the expert of Fisheries Information Service Center, the knowledge information on the extraction of O.C.were collected. These were added to the above mentioned system as knowledge-base. Thus, the fundamental oceanographic chart was generated by AI.

Report

(3 results)
  • 1993 Annual Research Report   Final Research Report Summary
  • 1992 Annual Research Report
  • Research Products

    (24 results)

All Other

All Publications (24 results)

  • [Publications] 四之宮博、爲石日出生、小沼一徳、四之宮玲子: "東北海域におけるサンマ漁況変動と親潮分枝の挙動" 日本大学農獣医学部学術研究報告. 50. 101-106 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] 四之宮博、爲石日出生、小沼一徳、四之宮玲子: "東北海域におけるサンマ漁獲量変動と偏西風波動" 日本大学農獣医学部学術研究報告. 50. 107-114 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] 爲石日出生、楢村裕一、四之宮博: "北上期における三陸沖マイワシ漁場に関する知見" 日本水産学会誌. 60(1). 39-44 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] 爲石日出生、楢村裕一、四之宮博: "北上期における三陸沖マイワシ群の回遊に果たす暖水ストリーマの役割" 日本水産学会誌. 60(1). 45-50 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] 四之宮博、爲石日出生、清田健夫、四之宮玲子: "東北海域における南下期マサバ漁場形成の判別分析" 日本大学農獣医学部学術研究報告. 51. 93-102 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] F.Inoue,A.Itoh,H.Shinomiya,H.Tameishi,H.Yamamoto: "THE WARM EDDY DETECTION AND SHAPE EVALUATION USING THE FOURIER SERIES EXPANSION FROM THE THERMAL IMAGES" Pacific Ocean Remote Sensing Conference(PORSEC '94). 2. 43-49 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] F.Inoue,A.Itoh,H.Shinomiya,H.Tameishi,H.Yamamoto,M.Naka: "Satellite Remote Sensing of the Oceanic Enviroment,Chap.2.5(Warm eddy detection from AVHRR thermal images using the Hough transformation)" Ian S.F.Jones,Y.Sugimori,R.W.Stewart(Seibutsu Kenkyusha), 528(48-56) (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] Hiroshi SHINOMIYA,Hideo TAMEISHI,Kazunori KONUMA,and Reiko SHINOMIYA: ""The Variation of Saury Fishing Condition and the Behavior of the Oyashio Intrusion in the Northwest Pacific Ocean"" Bulletin of the College of Agriculture and Veterinary Medicine, Nihon University. Vol.50. 101-106 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] Hiroshi SHINOMIYA,Hideo TAMEISHI,Kazunori KONUMA,and Reiko SHINOMIYA: ""The Westerlies Waving and the Variation of Saury Catch in the Northwest Pacific Ocean"" Bulletin of the College of Agriculture and Veterinary Medicine, Nihon University. Vol.50. 107-114 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] Hideo TAMEISHI,Yuichi NARAMURA,and Hiroshi SHINOMIYA: ""Characteristics of the Fishing Ground of Japanese Sardine off Sanriku during Northward Migration"" NIPPON SUISAN GAKKAISHI. Vol.60, No.1. 39-44 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] Hideo TAMEISHI,Yuichi NARAMURA,and Hiroshi SHINOMIYA: ""Role of Warm Streamers in the Northward Migration of Japanese Sardine off Sanriku"" NIPPON SUISAN GAKKAISHI. Vol.60, No.1. 45-50 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] Hiroshi SHINOMIYA,Hideo TAMEISHI,Tateo KIYATA,and Reiko SHINOMIYA: ""Formation of Southbound Mackerel Fishing Ground and its Discrimenant Prediction off Tohoku Sea Area"" Bulletin of the College of Agriculture and Veterinary Medicine, Nihon University. Vol.51. 93-102 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] F.Inoue, A.Itoh, H.Shinomiya, H.Tameishi, and H.Yamamoto: ""THE WARM EDDY DETECTION AND SHAPE EVALUATION USING THE FOURIER SERIES EXPANSION FROM THE THERMAL IMAGES"" Pacific Ocean Remote Sensing Conference (PORSEC '94). Vol.2. 43-49 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] F.Inoue, A.Itoh, H.Shinomiya, H.Tameishi, H.Yamamoto, and M.Naka: ""Satellite Remote Sensing of the Oceanic Enviroment, Chap.2.5(Warm eddy detection from AVHRR thermal images using the Hough transformation)"" Ian S.F.Jones, Y.Sugimori, R.W.Stewart(Seibutsu Kenkyusha). 48-56 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1993 Final Research Report Summary
  • [Publications] 四之宮博、為石日出生、小沼一徳、四之宮玲子: "東北海域におけるサンマ漁況変動と親潮分枝の挙動" 日本大学農獣医学部学術研究報告. 50. 101-106 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 四之宮博、為石日出生、小沼一徳、四之宮玲子: "東北海域におけるサンマ漁獲量変動と偏西風波動" 日本大学農獣医学部学術研究報告. 50. 107-114 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 為石日出生、楢村裕一、四之宮博: "北上期における三陸沖マイワシ漁場に関する知見" 日本水産学会誌. 60(1). 39-44 (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 為石日出生、楢村裕一、四之宮博: "北上期における三陸沖マイワシ群の回遊に果たす暖水ストリーマの役割" 日本水産学会誌. 60(1). 45-50 (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] 四之宮博、為石日出生、清田健夫、四之宮玲子: "東北海域における南下期マサバ漁場形成の判別分析" 日本大学農獣医学部学術研究報告. 93-102 (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] F.Inoue,A.Itoh,H.Shinomiya,H.Tameishi,H.Yamamoto: "THE WARM EDDY DETECTION AND SHAPE EVALUATION USING THE FOURIER SERIES EXPANSION FROM THE THERMAL IMAGES" Pacific Ocean Remote Sensing Conference(PORSEC'94). 2. 43-49 (1994)

    • Related Report
      1993 Annual Research Report
  • [Publications] F.Inoue,A.Itoh,H.Shinomiya,H.Tameishi,H.Yamamoto,M.Naka: "Satellite Remote Sensing of the Oceanic Enviroment.Chap.2.5(Warm eddy detection from AVHRR thermal images using tje Hough transformation)" Ian S.F.Jones,Y.Sugimori,R.W.Stewart(Seibutsu Kenkyusha), 48-56(528) (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] H.Yamamoto,M.Naka,K.Matsumoto,K.Homma,H.Shinomiya,A.Itoh,F.Inoue,H.Tameishi,H.Koshiishi: "Knowledge-Based Processing System for Satellite Image Information" Proc.of the 18th International Symposium on Space Technology and Science. 2021-2026 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] H.Shinomiya,F.Inoue,A.Itoh,H.Tameishi,H.Yamamoto,and M.Naka: "A Consideration on Principal Component Analysis of Satellite IR Data" Proc.of Pacific Ocean Remote Sensing Conference '92. 1. 89-94 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] F.Inoue,A.Itoh,H.Shinomiya,H.Tameishi,H.Yamamoto and M.Naka: "THE WARM EDDY DETECTION FROM NOAA/AVHRR THERMAL IMAGES USING THE HOUGH TRANSFORMATION" Proc.of Pacific Ocean Remote Sensing Conference '92. 2. 1004-1009 (1992)

    • Related Report
      1992 Annual Research Report

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Published: 1993-04-01   Modified: 2016-04-21  

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