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Development of evaluation method of agricultural field information using drone images by a new measurement technology

Research Project

Project/Area Number 16K07979
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Research Field Agricultural environmental engineering/Agricultural information engineering
Research InstitutionNational Agriculture and Food Research Organization

Principal Investigator

INOUE Satoshi  国立研究開発法人農業・食品産業技術総合研究機構, 北海道農業研究センター, 上級研究員 (20354011)

Co-Investigator(Kenkyū-buntansha) 松村 寛一郎  東京農業大学, 生物産業学部, 教授 (10333551)
奥村 健治  国立研究開発法人農業・食品産業技術総合研究機構, 畜産研究部門, 研究領域長 (60414760)
佐藤 広子  国立研究開発法人農業・食品産業技術総合研究機構, 北海道農業研究センター, 上級研究員 (50391363)
Project Period (FY) 2016-10-21 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥4,940,000 (Direct Cost: ¥3,800,000、Indirect Cost: ¥1,140,000)
Fiscal Year 2018: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2017: ¥1,690,000 (Direct Cost: ¥1,300,000、Indirect Cost: ¥390,000)
Fiscal Year 2016: ¥1,560,000 (Direct Cost: ¥1,200,000、Indirect Cost: ¥360,000)
Keywordsドローン / 気象条件 / 農業気象 / 牧草生育評価 / リモートセンシング / 農業工学 / 画像
Outline of Final Research Achievements

The multispectral forward scattering of light observation by polarized filter in the previous research is based on the spectroradiometer, and it is suitable for observation of spot-like forward scattered light, and it is an excellent method because it does not require exposure setting. The method of polarized image capturing used in this study, it was expected that wide-area information could be obtained, but the limitations of current imaging equipment such as overexposure control were confirmed.
In addition, it was found that the image acquisition was greatly restricted by the meteorological conditions at the time of shooting. Therefore, we developed a program that calculates the constraints of weather conditions for image acquisition, and registered the employee invention program.

Academic Significance and Societal Importance of the Research Achievements

イネ科牧草とマメ科牧草の混播牧草地の評価のため、偏光情報を利用した画像解析を提案した。その技術開発には至らなかったが、画像取得には気象条件の制約が大きいことを確認したため、その画像取得率の計算プログラムを開発した。画像取得計画の策定への利用を期待できる。

Report

(5 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Research-status Report
  • 2017 Research-status Report
  • 2016 Research-status Report
  • Research Products

    (16 results)

All 2020 2019 2018 2017

All Journal Article (3 results) (of which Peer Reviewed: 1 results) Presentation (13 results) (of which Int'l Joint Research: 5 results,  Invited: 1 results)

  • [Journal Article] 高頻度・中分解能衛星を用いた小麦畑生育俯瞰手法の開発2019

    • Author(s)
      1.松村寛一郎
    • Journal Title

      アグリバイオ

      Volume: 12 Pages: 14-14

    • NAID

      40022118690

    • Related Report
      2019 Annual Research Report
  • [Journal Article] Unmanned Aerial Vehicle for fertilizer management and human health2019

    • Author(s)
      Kanichiro Matsumura, Satoshi Inoue
    • Journal Title

      Medical Research Archives

      Volume: 6 Pages: 1-7

    • Related Report
      2018 Research-status Report 2017 Research-status Report
    • Peer Reviewed
  • [Journal Article] ドローンを活用した研究(農業や漁業の現場での活用)2017

    • Author(s)
      松村寛一郎
    • Journal Title

      グリーンテクノ情報

      Volume: 13 Pages: 6-10

    • NAID

      40021436108

    • Related Report
      2017 Research-status Report
  • [Presentation] 高頻度・中分解能衛星を用いた小麦畑生育俯瞰手法の開発2020

    • Author(s)
      7.松村寛一郎
    • Organizer
      第53回環境用水研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] UAVを用いた精度向上の試み2019

    • Author(s)
      1.松村寛一郎
    • Organizer
      第51回環境用水研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] ドローンの観光事業への適用可能性2019

    • Author(s)
      2.長瀬督哉、松村寛一郎
    • Organizer
      農業農村計画学会年会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 農業と漁業の相互作用を把握するためのリモートセンシング手法開発2019

    • Author(s)
      3.一ノ瀬俊明、松村寛一郎
    • Organizer
      環境共生学会年会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 高頻度中分解能衛星による植生指数の UAV を用いた精度向上に関する研究2019

    • Author(s)
      4.松村寛一郎,杉本賢治、一ノ瀬俊明、RamAvtar、井上聡
    • Organizer
      環境科学会年会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Applying a drone for agriculture and dairy 2017, 2018, 20192019

    • Author(s)
      5.松村寛一郎
    • Organizer
      第52回環境用水研究会
    • Related Report
      2019 Annual Research Report
  • [Presentation] pplying a drone for agriculture and dairy (2016 -2019)2019

    • Author(s)
      6.Kanichiro Matsumura
    • Organizer
      Japan-India-Russia Symposium on Geospatial data for Environmental Monitoring (JIRSGEM)-2019
    • Related Report
      2019 Annual Research Report
  • [Presentation] Preparing a handmade fixed wing UAV for drift ice observation2019

    • Author(s)
      Kanichiro MATSUMURA, Stanley Anak Suab, Ram Avtar
    • Organizer
      Proceedings of The 34th International Symposium on the Okhotsk Sea & Polar Oceans
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Unmanned Aerial Vehicle for fertilizer management on grassland, Hokkaido Japan2019

    • Author(s)
      kanichiro Matsumura
    • Organizer
      International Conference on Unmanned Aerial Vehicles in Environment
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] UNMANNED AERIAL VEHICLE (UAV) APPLICATIONS IN PRECISION AGRICULTURE2018

    • Author(s)
      Ram Avtar, Stanley Anak Suab, Kanichiro Matsumura, Satoshi Inoue
    • Organizer
      IGARSS-2019
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Application of UAVs for land development projects2018

    • Author(s)
      Ram Avtar, Kanichiro Matsumura, Satoshi Inoue
    • Organizer
      Institute of Industrial Science (IIS) Forum, University of Tokyo
    • Related Report
      2018 Research-status Report
    • Int'l Joint Research
  • [Presentation] Applocations of UAVs for land development projects2018

    • Author(s)
      Ram Avter, Kanichiro Matsumura, Satoshi Inoue, Stanley Anak
    • Organizer
      26th IIS forum "Earth observation, disaster monitoring and risk assessment from space"
    • Related Report
      2017 Research-status Report
    • Int'l Joint Research
  • [Presentation] UAV画像による牧草生育診断の試み2017

    • Author(s)
      井上 聡
    • Organizer
      システム農学会2017年度秋季大会(オホーツク)
    • Related Report
      2017 Research-status Report
    • Invited

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Published: 2016-10-24   Modified: 2021-02-19  

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