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Development of High-throughput Plant Phenotyping System Using Affordable Devices

Research Project

Project/Area Number 18K05906
Research Category

Grant-in-Aid for Scientific Research (C)

Allocation TypeMulti-year Fund
Section一般
Review Section Basic Section 41040:Agricultural environmental engineering and agricultural information engineering-related
Research InstitutionKyushu University

Principal Investigator

Okayasu Takashi  九州大学, 農学研究院, 准教授 (70346831)

Co-Investigator(Kenkyū-buntansha) 吉永 崇  公益財団法人九州先端科学技術研究所, オープンイノベーション・ラボ, 特別研究員 (10598098)
Project Period (FY) 2018-04-01 – 2021-03-31
Project Status Completed (Fiscal Year 2020)
Budget Amount *help
¥4,290,000 (Direct Cost: ¥3,300,000、Indirect Cost: ¥990,000)
Fiscal Year 2020: ¥1,170,000 (Direct Cost: ¥900,000、Indirect Cost: ¥270,000)
Fiscal Year 2019: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2018: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Keywords低コストフェノタイピングシステム / 環境モニタリング / 植物体センシング / 画像解析 / 複合現実感 / 高速植物フェノタイピング / 植物生育計測 / 低コストデバイス / 複合現実 / 画像処理
Outline of Final Research Achievements

In this study, we aimed to develop fundamental technologies for automatic and high-density measurement and control of field environment information and precise measurement of plant growth status by using a small computer, various sensors including RGB-D cameras, robotics, and AI in order to advance breeding and agricultural production systems. The validity of the developed technologies was evaluated by conducting actual plant cultivation experiments. As a result, it was evaluated that some of the technologies need to be improved and the accuracy further enhanced, but some of them were developed to a practical level.

Academic Significance and Societal Importance of the Research Achievements

本研究は,ICTを活用して植物の生育状態を高精度に計測することにより,新たな品種の開発や栽培管理技術の高度化などに役立つ基礎技術の提案を行うことを目的としている.近年では,ICTの目覚ましい発展を背景に,様々な機器の低コスト化やオープンソース化が進んでいる.本研究では,廉価なICT機器やオープンソースハードウェア・ソフトウェアを援用した植物生育特徴量(草高,葉の数,,植物の大きさ・動き等)の定量計測技術を開発・実証し,上記の課題解決に対する具体的道筋を提示したもので,農業生産技術の高度化の面から農学ひいては我が国農業の発展に寄与するものと考える.

Report

(4 results)
  • 2020 Annual Research Report   Final Research Report ( PDF )
  • 2019 Research-status Report
  • 2018 Research-status Report
  • Research Products

    (24 results)

All 2021 2020 2019 Other

All Int'l Joint Research (2 results) Journal Article (2 results) (of which Peer Reviewed: 2 results,  Open Access: 1 results) Presentation (19 results) (of which Int'l Joint Research: 5 results,  Invited: 10 results) Book (1 results)

  • [Int'l Joint Research] Universitas Gadjah Mada(インドネシア)

    • Related Report
      2020 Annual Research Report
  • [Int'l Joint Research] Universitas Gadjah Mada(インドネシア)

    • Related Report
      2019 Research-status Report
  • [Journal Article] 低コストIoTデバイスを用いた植物フェノタイピングロボットの開発とその性能評価2021

    • Author(s)
      伊藤次郎,岡安崇史*,野村浩一,安武大輔,岩尾忠重,尾崎行生,井上英二,平井康丸,光岡宗司
    • Journal Title

      農業情報研究

      Volume: -

    • NAID

      130008060210

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] 植物の生育特徴量計測における低価格小型コンピュータの可能性2021

    • Author(s)
      岡安崇史,伊藤次郎,ハミダ アストリアティ
    • Journal Title

      電子情報通信学会誌

      Volume: -

    • Related Report
      2020 Annual Research Report
    • Peer Reviewed
  • [Presentation] Development of low cost plant phenotyping platform and spatio-temporal measurement of plant growth using RGB-D sensors2021

    • Author(s)
      Ito J.,Okayasu T.,Yasutake D.,Inoue E.,Hirai Y.,Ozaki Y.
    • Organizer
      1st Japan, Thailand and Indonesia Joint Seminar on Sustainable Agricultural Development Goals (SADGs) 2021
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Low cost smart farming and plant phenotyping technologies2021

    • Author(s)
      Okayasu T.
    • Organizer
      1st Japan, Thailand and Indonesia Joint Seminar on Sustainable Agricultural Development Goals (SADGs)- Current Status and Future Development on Sustainable Agriculture and Food Supply System in Asia -
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] スマートファームについて2021

    • Author(s)
      岡安崇史
    • Organizer
      九州大学農学部附属農場キックオフセミナー~日本一のオンキャンパス農場における産学連携で新しいビジネスをつくる~
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 低コスト電子デバイスを用いた植物生育情報の計測と可視化2021

    • Author(s)
      岡安崇史
    • Organizer
      (一社)照明学会 光源・照明システム分科会 公開研究会 光・画像計測とデータのAI活用、UV照射による農作物・環境応用の現状と課題
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 低コスト植物フェノタイピングプラットフォームを用いたホウレンソウの生育計測2020

    • Author(s)
      伊藤次郎,岡安崇史,野村浩一,安武大輔,岩尾忠重,尾崎行生,井上英二,平井康丸, 光岡宗司
    • Organizer
      2020年度農業情報学会年次大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] 低コストIoTデバイスを用いた植物フェノタイピングプラットフォームの開発2020

    • Author(s)
      伊藤次郎,岡安崇史,野村浩一,安武大輔,岩尾忠重,尾崎行生,井上英二,平井康丸, 光岡宗司
    • Organizer
      2020年度農業情報学会年次大会
    • Related Report
      2020 Annual Research Report
  • [Presentation] Smart Agriculture Based on Affordable IoT Devices and Verification of Its validity2020

    • Author(s)
      Okayasu T.
    • Organizer
      International Conference on Sustainable Agriculture and Biosystem (ICSAB) 2020
    • Related Report
      2020 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] 画像センシングによる植物生育特微量の計測とその利用2020

    • Author(s)
      岡安崇史
    • Organizer
      スマートアグリシンポジウム
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 進化するスマート農業2020

    • Author(s)
      岡安崇史
    • Organizer
      QBファンド第9回技術交流会
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 画像センシングによる植物生育特徴量の計測とその利用2020

    • Author(s)
      岡安崇史,伊藤次郎,ハミダ アストリアティ,野村浩一,安武大輔,岩尾忠重,尾崎行生,星野 友
    • Organizer
      電子情報通信学会ソサエティ大会2020
    • Related Report
      2020 Annual Research Report
    • Invited
  • [Presentation] 画像情報を用いた植物生育特徴量の計測と利用2020

    • Author(s)
      岡安崇史,伊藤次郎,野村浩一,安武大輔,政井隆之,田中泰洋,岩尾忠重,尾崎行生,有田大作
    • Organizer
      2020年電子情報通信学会総合大会
    • Related Report
      2019 Research-status Report
    • Invited
  • [Presentation] 簡易育苗チャンバによる植物発芽・初期生育特徴量の計測と可視化2019

    • Author(s)
      畠中大陸,岡安崇史,長浜義典,井上英二,平井康丸,光岡宗司
    • Organizer
      農業食料工学会・農業施設学会・国際農業工学会第6部会 2019年合同国際大会
    • Related Report
      2019 Research-status Report
  • [Presentation] RGB-D画像を用いた葉菜類の生育特徴量の計測と可視化2019

    • Author(s)
      長浜義典,岡安崇史,野田龍一,野村浩一,安武大輔,岩尾忠重,北野雅治,井上英二
    • Organizer
      農業食料工学会・農業施設学会・国際農業工学会第6部会 2019年合同国際大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Smart Agriculture Utilizing Affordable IoT Devices2019

    • Author(s)
      Takashi Okayasu
    • Organizer
      International Symposium on Agricultural, Food, Environmental and Life Sciences in Asia 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Presentation] Accuracy Evaluation of Low-cost Weight Measurement Sensor for Plants2019

    • Author(s)
      Astriati Hamidah, Takashi Okayasu, Yu Hoshino, Eiji Inoue, Yasumaru Hirai, Muneshi Mitsuoka, Andri Prima Nugroho, Lilik Sutiarso
    • Organizer
      International Symposium on Agricultural, Food, Environmental and Life Sciences in Asia 2019
    • Related Report
      2019 Research-status Report
  • [Presentation] Fabとオープンソースを活用した植物フェノタイピングシステムの開発2019

    • Author(s)
      岡安崇史,有田大作,安武大輔,黒崎秀仁,井上英二,平井康丸,光岡宗司
    • Organizer
      第73回農業食料工学会九州支部例会
    • Related Report
      2019 Research-status Report
  • [Presentation] Accuracy Evaluation of Low-cost Weight Measurement Sensor for Plants2019

    • Author(s)
      Astriati Hamidah, Takashi Okayasu, Yu Hoshino, Eiji Inoue, Yasumaru Hirai, Muneshi Mitsuoka, Andri Prima Nugroho, Lilik Sutiarso
    • Organizer
      第73回農業食料工学会九州支部例会
    • Related Report
      2019 Research-status Report
  • [Presentation] Plant Weight Measurement Using Low Cost Load Cell and Its Accuracy Evaluation2019

    • Author(s)
      Astriati Hamidah, Takashi Okayasu, Yu Hoshino, Eiji Inoue, Yasumaru Hirai, Muneshi Mitsuoka, Andri Prima Nugroho and Lilik Sutiarso
    • Organizer
      農業情報学会2019年度年次大会
    • Related Report
      2019 Research-status Report
  • [Presentation] Plant Phenotyping for Smart Agriculture Utilizing Affordable IoT Devices2019

    • Author(s)
      Takashi OKAYASU
    • Organizer
      Forum \Math-for-Industry" 2019
    • Related Report
      2019 Research-status Report
    • Int'l Joint Research / Invited
  • [Book] 新スマート農業2019

    • Author(s)
      農業情報学会(編)(分担執筆)
    • Total Pages
      516
    • Publisher
      農林統計出版
    • ISBN
      9784897324074
    • Related Report
      2019 Research-status Report

URL: 

Published: 2018-04-23   Modified: 2022-01-27  

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