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Automatic classification of sidescan sonar image for mapping aquatic macrophyte distribution

Research Project

Project/Area Number 23710039
Research Category

Grant-in-Aid for Young Scientists (B)

Allocation TypeMulti-year Fund
Research Field Environmental impact assessment/Environmental policy
Research InstitutionHokkaido University

Principal Investigator

YAMADA Hiroyuki  北海道大学, (連合)農学研究科(研究院), 講師 (10374620)

Project Period (FY) 2011 – 2013
Project Status Completed (Fiscal Year 2013)
Budget Amount *help
¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2013: ¥910,000 (Direct Cost: ¥700,000、Indirect Cost: ¥210,000)
Fiscal Year 2012: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Fiscal Year 2011: ¥2,600,000 (Direct Cost: ¥2,000,000、Indirect Cost: ¥600,000)
Keywords影響評価手法 / 水生植物 / 画像解析 / サイドスキャンソナー / リモートセンシング / 生態系保全 / フェノロジー / マリモ
Research Abstract

Many aquatic macrophytes have been endangered. Therefore, it is necessary to develop the monitoring techniques urgently. In this study, a classification technique using sidescan sonar images (backscattering strength) was developed for mapping of the macrophyte distribution. As a result of various classifications, it was found that accurate classification was provided by difference of backscatter strength between seasons which was indicating the macrophytes phenology. It was considered that the accurate monitoring of aquatic macrophyte in a wide area was enabled by the classification technique.

Report

(4 results)
  • 2013 Annual Research Report   Final Research Report ( PDF )
  • 2012 Research-status Report
  • 2011 Research-status Report
  • Research Products

    (12 results)

All 2013 2012 2011 Other

All Presentation (6 results) Remarks (6 results)

  • [Presentation] 農業活動が宮島沼の水質の時空間変動に及ぼす影響2013

    • Author(s)
      横山諒・山田浩之・木塚俊和・海津裕・牛山克己
    • Organizer
      応用生態工学会
    • Place of Presentation
      大阪
    • Related Report
      2013 Final Research Report
  • [Presentation] 農業活動が宮島沼の水質の時空間変動に及ぼす影響2013

    • Author(s)
      横山諒,山田浩之,木塚俊和,海津裕,牛山克己
    • Organizer
      応用生態工学会
    • Place of Presentation
      大阪市(大阪府立大学 I-siteなんば)
    • Related Report
      2013 Annual Research Report
  • [Presentation] Effects of agricultural activity on temporospatial variation of water quality in a bog pool, lake miyajima-numa, northern Japan2012

    • Author(s)
      Yokoyama M., H. Yamada, Y. Kaizu
    • Organizer
      9th INTECOL
    • Place of Presentation
      Florida, USA
    • Related Report
      2013 Final Research Report
  • [Presentation] Effects of agricultural activity on temporospatial variation of water quality in a bog pool, lake miyajima-numa, northern Japan2012

    • Author(s)
      M.Yokoyama, H. Yamada, Y. Kaizu
    • Organizer
      9th INTECOL (International Association for Ecology) International Wetland Conference
    • Place of Presentation
      CARIBE ROYALE コンベンションセンター(USA)
    • Related Report
      2012 Research-status Report
  • [Presentation] サイドスキャンソナー搭載魚群探知機を用いた水生植物群落の分類と現存量推定2011

    • Author(s)
      山田浩之・藤島洸・若菜勇
    • Organizer
      応用生態工学会
    • Place of Presentation
      金沢
    • Related Report
      2013 Final Research Report
  • [Presentation] サイドスキャンソナー搭載魚群探知機を用いた水生植物群落の分類と現存量推定2011

    • Author(s)
      山田浩之・藤島洸・若菜勇
    • Organizer
      応用生態工学会
    • Place of Presentation
      金沢学院大学(金沢市)
    • Related Report
      2011 Research-status Report
  • [Remarks] 山田浩之・水上圭三,浚渫実験区における水位・水質の変化,第3回宮島沼研究発表会,札幌, 2014年2月.

    • Related Report
      2013 Final Research Report
  • [Remarks] 平澤孝介・山田浩之,水鳥排泄物が泥炭地湖沼水の化学性に及ぼす影響―排泄物の溶出特性-,第2回宮島沼研究発表会,札幌, 2013年3月.

    • Related Report
      2013 Final Research Report
  • [Remarks] 山田浩之・横山諒・海津裕 ,宮島沼の水環境動態-水環境空間情報の取得-, みんなでマガンを数える会25周年記念誌, 2012年.

    • Related Report
      2013 Final Research Report
  • [Remarks] 上谷祥利・山田浩之,水位の長期的な変動と湖底地形から見たマリモの分布域・消滅水域の特徴,マリモと阿寒湖の自然調査報告会,釧路市, 2012年2月.

    • Related Report
      2013 Final Research Report
  • [Remarks] 山田浩之,ソナーや水中カメラから見たシュリコマベツ湾の植生・湖底環境,マリモと阿寒湖の自然調査報告会,釧路市, 2012年2月.

    • Related Report
      2013 Final Research Report
  • [Remarks] 景観を守る, 朝日新聞道内版記事(2011年10月12日掲載)

    • Related Report
      2011 Research-status Report

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Published: 2011-08-05   Modified: 2019-07-29  

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