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Spatiotemporal optimization of environmental control for crop production

Research Project

Project/Area Number 17H03895
Research Category

Grant-in-Aid for Scientific Research (B)

Allocation TypeSingle-year Grants
Section一般
Research Field Agricultural environmental engineering/Agricultural information engineering
Research InstitutionKyushu University

Principal Investigator

Kitano Masaharu  九州大学, 農学研究院, 教授 (30153109)

Co-Investigator(Kenkyū-buntansha) 荒木 卓哉  愛媛大学, 農学研究科, 教授 (10363326)
江口 壽彦  九州大学, 生物環境利用推進センター, 准教授 (40213540)
日高 功太  国立研究開発法人農業・食品産業技術総合研究機構, 九州沖縄農業研究センター, 主任研究員 (80547232)
安武 大輔  九州大学, 農学研究院, 准教授 (90516113)
Project Period (FY) 2017-04-01 – 2020-03-31
Project Status Completed (Fiscal Year 2019)
Budget Amount *help
¥18,200,000 (Direct Cost: ¥14,000,000、Indirect Cost: ¥4,200,000)
Fiscal Year 2019: ¥3,900,000 (Direct Cost: ¥3,000,000、Indirect Cost: ¥900,000)
Fiscal Year 2018: ¥4,550,000 (Direct Cost: ¥3,500,000、Indirect Cost: ¥1,050,000)
Fiscal Year 2017: ¥9,750,000 (Direct Cost: ¥7,500,000、Indirect Cost: ¥2,250,000)
Keywords農業工学 / 農業環境・情報工学 / 局所適時環境調節 / 植物環境系輸送プロセス / 動的作物モデル / グレイボックスモデル
Outline of Final Research Achievements

In greenhouse crop production, the local and opportune environmental control was examined from the viewpoints of spatiotemporal distributions of plant-environment transport processes such as leaf surface convection, photosynthesis and phloem transport regulating crop growth. The visualization of spatiotemporal distributions of plant-environment transport processes were enabled by newly developed methods such as the leaf surface convection sensor and RI imaging system. Based on these results, a system of the local and opportune environmental control for low light supplement and CO2 enrichment was newly applied, and its effectiveness was confirmed quantitatively from different viewpoints of productivity, energy saving and cost saving, and further to enable a year-round vegetable production in cold and warm regions, a system with the local and opportune environmental control was newly proposed.

Academic Significance and Societal Importance of the Research Achievements

作物生産場における葉面輸送プロセスの時空間変動の可視化およびRIのポジトロンイメージング技術によるソース・シンク間の転流動態の時空間変動の可視化等を初めて実現したことによって,種々の局所適時環境調節法の提示と,それらの多様な効果の定量評価と最適設計が可能となった.これらの,局所適時環境調節の方法論を導入することによって,野菜の施設生産における高収量・高品質安定生産,省エネ・省資源,省力・自動化,低コスト化に向けた環境調節の合理的な最適化が飛躍的に向上し,SDGsの達成にも寄与することが期待される.

Report

(4 results)
  • 2019 Annual Research Report   Final Research Report ( PDF )
  • 2018 Annual Research Report
  • 2017 Annual Research Report
  • Research Products

    (52 results)

All 2020 2019 2018 2017

All Journal Article (12 results) (of which Int'l Joint Research: 4 results,  Peer Reviewed: 10 results,  Open Access: 8 results,  Acknowledgement Compliant: 1 results) Presentation (40 results) (of which Int'l Joint Research: 7 results,  Invited: 4 results)

  • [Journal Article] Spatial examination of leaf-boundary-layer conductance using artificial leaves for assessment of light airflow within a plant canopy under different controlled greenhouse conditions2020

    • Author(s)
      Kimura Kensuke、Yasutake Daisuke、Yamanami Atsushi、Kitano Masaharu
    • Journal Title

      Agricultural and Forest Meteorology

      Volume: 280 Pages: 107773-107773

    • DOI

      10.1016/j.agrformet.2019.107773

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Calculation of the irradiance of solar radiation in a greenhouse with a complex structure using a diagram for sky view factor2020

    • Author(s)
      MATSUDA Shuh、YOSHIKOSHI Hisashi、SUZUKI Tomoyo、OHTA Yuuki、CHIBA Ayaka、ARIMA Hiroshi、KUMAGAI Hideaki、YASUTAKE Daisuke、KITANO Masaharu
    • Journal Title

      Journal of Agricultural Meteorology

      Volume: 76 Issue: 1 Pages: 44-52

    • DOI

      10.2480/agrmet.D-19-00043

    • NAID

      130007783944

    • ISSN
      0021-8588, 1881-0136
    • Related Report
      2019 Annual Research Report
  • [Journal Article] Effects of supplemental lighting during the period of rapid fruit development on the growth, yield, and energy use efficiency in strawberry plant production2020

    • Author(s)
      Yoneda Ayami、Yasutake Daisuke、Hidaka Kota、Muztahidin Nur、Miyoshi Yuta、Kitano Masaharu、Okayasu Takashi
    • Journal Title

      International Agrophysics

      Volume: 34 Issue: 2 Pages: 233-239

    • DOI

      10.31545/intagr/117623

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] A New Method of Evaluating Gas Fluxes in a Closed Chamber System with Theoretical Consideration for Dynamic Characteristics of a Concentration Sensor2019

    • Author(s)
      NOMURA Koichi、YAMASAKI Yuki、TAKADA Akihiro、SAGO Yuki、YASUTAKE Daisuke、KITANO Masaharu
    • Journal Title

      Environment Control in Biology

      Volume: 57 Issue: 3 Pages: 53-59

    • DOI

      10.2525/ecb.57.53

    • NAID

      130007682849

    • ISSN
      1880-554X, 1883-0986
    • Year and Date
      2019-07-01
    • Related Report
      2019 Annual Research Report
  • [Journal Article] Leaf wetting mitigates midday depression of photosynthesis in tomato plants2019

    • Author(s)
      Yokoyama G., Yasutake D., Tanizaki T. and Kitano M.
    • Journal Title

      Photosynthetica

      Volume: 57 Issue: 3 Pages: 740-747

    • DOI

      10.32615/ps.2019.088

    • Related Report
      2019 Annual Research Report
    • Peer Reviewed
  • [Journal Article] Dynamic Analysis of Photosynthate Translocation Into Strawberry Fruits Using Non-invasive 11C-Labeling Supported With Conventional Destructive Measurements Using 13C-Labeling2019

    • Author(s)
      Hidaka Kota、Miyoshi Yuta、Ishii Satomi、Suzui Nobuo、Yin Yong-Gen、Kurita Keisuke、Nagao Koyo、Araki Takuya、Yasutake Daisuke、Kitano Masaharu、Kawachi Naoki
    • Journal Title

      Frontiers in Plant Science

      Volume: 9 Pages: 1946-1946

    • DOI

      10.3389/fpls.2018.01946

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Analysis of leaf wetting effects on gas exchanges of corn using a whole-plant chamber system2018

    • Author(s)
      Yasutake D., Yokoyama G., Maruo K., Wu Y., Wang W., Mori M., and Kitano M.
    • Journal Title

      Plant, Soil and Environment

      Volume: 64 Issue: 5 Pages: 233-239

    • DOI

      10.17221/186/2018-pse

    • Related Report
      2018 Annual Research Report
    • Peer Reviewed / Open Access / Int'l Joint Research
  • [Journal Article] Dynamic distribution of thermal effects of an oscillating frost protective fan in a tea field2017

    • Author(s)
      Kimura Kensuke、Yasutake Daisuke、Nakazono Kentaro、Kitano Masaharu
    • Journal Title

      Biosystems Engineering

      Volume: 164 Pages: 98-109

    • DOI

      10.1016/j.biosystemseng.2017.09.010

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Int'l Joint Research
  • [Journal Article] Dynamics of Photosynthate Loading in Strawberries Affected by Light Condition on Source Leaves2017

    • Author(s)
      Y. Miyoshi, T. Hidaka, K. Hidaka, T. Okayasu, D. Yasutake, M. Kitano.
    • Journal Title

      Environment Control in Biology

      Volume: 55 Issue: 1 Pages: 53-58

    • DOI

      10.2525/ecb.55.53

    • NAID

      130005311623

    • ISSN
      1880-554X, 1883-0986
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access / Acknowledgement Compliant
  • [Journal Article] Applying Supplemental Lighting with LED for Improving Low Sunlight Condition in Strawberry Greenhouse in Winter2017

    • Author(s)
      4.日高智美,三好悠太,犬房弘樹,日高功太,田中泰洋,岡安崇史,安武大輔,北野雅治
    • Journal Title

      Eco-Engineering

      Volume: 29 Issue: 2 Pages: 45-51

    • DOI

      10.11450/seitaikogaku.29.45

    • NAID

      130005630500

    • ISSN
      1347-0485, 1880-4500
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effect of fruit gas exchange on photosynthate accumulation and fruit growth of strawberries.2017

    • Author(s)
      5.Hidaka K., Miyoshi Y., Okamoto A., Dan K., Imamura H., Takayama T., Yasutake D. and Kitano M.
    • Journal Title

      Acta Horticulturae

      Volume: 1156 Issue: 1156 Pages: 509-515

    • DOI

      10.17660/actahortic.2017.1156.76

    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Journal Article] Effects of Local CO<SUB>2</SUB> Enrichment on Strawberry Cultivation during the Winter Season2017

    • Author(s)
      6.Miyoshi Y., Hidaka K., Okayasu T., Yasutake D. and Kitano M.
    • Journal Title

      Environment Control in Biology

      Volume: 55 Issue: 4 Pages: 165-170

    • DOI

      10.2525/ecb.55.165

    • NAID

      130006171679

    • ISSN
      1880-554X, 1883-0986
    • Related Report
      2017 Annual Research Report
    • Peer Reviewed / Open Access
  • [Presentation] イチゴ温室における局所適時CO2 施用の効果-CO2 濃度分布,成長・収量,および灯油消費量に着目して-2020

    • Author(s)
      安武大輔,日髙功太,Zhang Yue,荒河風夏,岡安崇史,北野雅治
    • Organizer
      日本農業気象学会2020年大阪大会
    • Related Report
      2019 Annual Research Report
    • Invited
  • [Presentation] 葉の炭素収支に基づく光合成産物のローディング動態の評価 -イチゴにおける日変化を対象として-2020

    • Author(s)
      中井鴻美,井研吾,木村建介,小野信太朗,日高功太,安武大輔,北野雅治
    • Organizer
      日本農業気象学会2020年大阪大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 果実温度に支配される初期肥大特性に基づくイチゴ肥大予測モデルの検討2020

    • Author(s)
      井研吾, 木村建介,小野信太朗,照屋佳也,安武大輔,北野雅治,日高功太
    • Organizer
      日本農業気象学会2020年大阪大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Nighttime respiration in a spinach canopy is proportional to daytimephotosynthesis2020

    • Author(s)
      Koichi NOMURA, Takahiro KANEKO, Akihiro TAKADA, Yukio OZAKI, Takashi OKAYASU, Daisuke YASUTAKE, Masaharu KITANO
    • Organizer
      International Sympodium on Agricultural Meteorology 2020, Osaka, Japan
    • Related Report
      2019 Annual Research Report
  • [Presentation] Environmental Control Based on Plant Functions for Effective and Sustainable Agriculture2019

    • Author(s)
      Yasutake Daisuke, Kitano Masaharu
    • Organizer
      The 1st International Conference on Agriculture and RuralDevelopment 2019 (ICARD 2019)
    • Related Report
      2019 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] ホウレンソウ個体群の光合成・成長に対するCO2施用の効果 ―長期計測とモデルによる検証―2019

    • Author(s)
      野村浩一,高田明宏,國重寛郷,金子尚弘,次郎丸雪衣,北野雅治,安武大輔,岡安崇史,尾崎行生
    • Organizer
      日本生物環境工学会2019年千葉大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 生育環境の履歴がホウレンソウの光合成生化学モデルパラメータに及ぼす影響 -光強度と気温に着目して-2019

    • Author(s)
      國重寛郷,野村浩一,高田明宏,北野雅治,安武大輔,岡安崇史,尾崎行生
    • Organizer
      日本生物環境工学会2019年千葉大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 温室イチゴ栽培における果実肥大最盛期のみの補光の効果2019

    • Author(s)
      米田彩美,安武大輔,日髙功太,北野雅治,岡安崇史
    • Organizer
      日本生物環境工学会2019年千葉大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] CFD simulation on spatial distribution of CO2 concentration in a strawberry plant factory with different CO2 enrichment methods2019

    • Author(s)
      Yue Zhang, Daisuke Yasutake, Kota Hidaka, Masaharu Kitano, Takashi Okayasu
    • Organizer
      日本生物環境工学会2019年千葉大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] ホウレンソウ個体群における光合成・成長の温室内水平分布の可視化2019

    • Author(s)
      山崎有貴,野村浩一,髙田明宏,國重寛郷,次郎丸雪衣,北野雅治,安武大輔,岡安崇史,尾崎行生
    • Organizer
      日本生物環境工学会2019年千葉大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] イチゴ果実への光合成産物の転流に対する種子の影響2019

    • Author(s)
      三好悠太,栗田圭輔,長尾悠人,山口充孝,鈴木伸郎,尹永根,石井美里,河地有木,日高功太,吉田英治,田久創大,田島英朗,山谷泰賀
    • Organizer
      日本生物環境工学会2019年千葉大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] 葉菜個体群における受光量と光合成および成長の関係2019

    • Author(s)
      高田明宏,野村浩一,國重寛郷,小田真由佳,金子尚弘,尾崎行生,岡安崇史,安武大輔,北野雅治
    • Organizer
      日本農業気象学会九州支部2019年大会(大分)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 葉菜類の成長に伴う個体群構造の変化2019

    • Author(s)
      次郎丸雪衣,野村浩一,山崎有貴,北内拓樹,安武大輔,岡安崇史,尾崎行生,北野雅治
    • Organizer
      日本農業気象学会九州支部2019年大会(大分)
    • Related Report
      2019 Annual Research Report
  • [Presentation] 温室における光合成速度の時空間変動2019

    • Author(s)
      木村建介,安武大輔,北野雅治
    • Organizer
      日本農業気象学会九州支部2019年大会(大分)
    • Related Report
      2019 Annual Research Report
  • [Presentation] CFD Analysis and Optimization for CO2 Enrichment Methods Based on Spatial Distribution of CO2 Concentration in a Strawberry Plant Factory2019

    • Author(s)
      Zhang Y., Yasutake D., Hidaka K., Kitano M., Okayasu T.
    • Organizer
      日本農業気象学会九州支部2019年大会(大分)
    • Related Report
      2019 Annual Research Report
  • [Presentation] ニラにおける光合成産物の分配特性について-地上部の成長状態の影響-2019

    • Author(s)
      小林海斗,安武大輔,井研吾,野村 浩一,北野 雅治
    • Organizer
      日本生物環境工学会九州支部会2019年久留米大会
    • Related Report
      2019 Annual Research Report
  • [Presentation] Spatiotemporal distribution of photosynthesis: Evaluation in a strawberry greenhouse under CO2 enrichment2018

    • Author(s)
      Kensuke Kimura, Daisuke Yasutake, Masaharu Kitano
    • Organizer
      13th International Conference on Agriculture & Horticulture
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 凍霜害対策の高度化に向けて2018

    • Author(s)
      木村建介,北野雅治
    • Organizer
      日本農業気象学会2019年全国大会公開シンポジウム
    • Related Report
      2018 Annual Research Report
    • Invited
  • [Presentation] イチゴ温室における光強度, 光合成速度, 果実収量の時空間変動2018

    • Author(s)
      木村建介,鯉川康太,安武大輔,北野雅治
    • Organizer
      日本農業気象学会2019年全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] Long-term and continuous measurement of photosynthesis and growth of leafy-vegetable canopy2018

    • Author(s)
      Koichi Nomura, Akihiro Takada, Hirosato Kunishige, Takashi Okayasu, Yukio Ozaki, Masaharu Kitano and Daisuke Yasutake
    • Organizer
      The International Symposium on Agricultural Meteorology 2019
    • Related Report
      2018 Annual Research Report
    • Int'l Joint Research
  • [Presentation] 寒地・暖地における野菜の持続可能な周年栽培 に向けて-浅層地中熱交換を利用した局所温度調節の検討-2018

    • Author(s)
      花田健介,安武大輔,北野雅治
    • Organizer
      日本農業気象学会 九州支部・日本生物環境工学会九州支部2018年大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 弱光LED補光とCO2施用の組み合わせがイチゴの生理生態に及ぼす 影響2018

    • Author(s)
      安武大輔,米田彩美,Nur Iman Nudztahidin,小野信太朗,日高功太,北野雅 治,岡安崇史
    • Organizer
      日本農業気象学会2019年全国大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] イチゴ連棟温室における光合成速度 の時空間分布2018

    • Author(s)
      鯉川康太,木村建介,安武大輔,北野雅治
    • Organizer
      日本農業気象学会九州支部・日本生物環境工学会九州支部2018 年大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 弱光LED補光が温室イチゴの生理生態に及ぼす長期的影響の評価2018

    • Author(s)
      安武大輔,Nur Iman Muztahidin,日高功太,米田彩美,三好悠太,北野雅治, 岡安崇史
    • Organizer
      日 本生物環境工学会2018年東京大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 果実肥大最盛期のみの適時環境調節技術-温室イチゴ栽培における補 光およびCO2施用の長期的効果-2018

    • Author(s)
      米田彩美,安武大輔,日高功太,Nur Iman Muztahidin,三好悠太,北野雅治, 岡安崇史
    • Organizer
      日本生物環境工学会2018年東京大会
    • Related Report
      2018 Annual Research Report
  • [Presentation] 施設内光環境に 応じた適時CO2施用がイチゴの収量および燃費効率に及ぼす影響2018

    • Author(s)
      日高功太,安武大輔,檀和弘,北野雅治,三好悠太,岡安崇史
    • Organizer
      施設内光環境に 応じた適時CO2施用がイチゴの収量および燃費効率に及ぼす影響
    • Related Report
      2018 Annual Research Report
  • [Presentation] Internet of Plants: A perspective of crop production accessible to plant-environment transport phenomena.2018

    • Author(s)
      Kitano M.
    • Organizer
      The International Symposium on Agricultural Meteorology 2018 Symposium “Perspectives of photosynthesis and crop production”
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research / Invited
  • [Presentation] Measurement and modelling of canopy photosynthesis for growth prediction of leaf vegetables.2018

    • Author(s)
      Nomura K., Yamasaki Y., Takada A., Sago Y., Yasutake D., Kitano M.
    • Organizer
      The International Symposium on Agricultural Meteorology 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Spatiotemporal distribution of photosynthesis in a multi-span strawberry greenhouse: Multipoint application of a biochemical model for C3 photosynthesis.2018

    • Author(s)
      Kimura K., Koikawa K., Yasutake D., Kitano M.
    • Organizer
      The International Symposium on Agricultural Meteorology 2018, 13-17 March 2018
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] Dynamics of photosynthate translocation to strawberry fruits dramatically changes depending on the leaf position.2018

    • Author(s)
      Miyoshi Y., Hidaka K., Ishii S., Suzui N., Yin Y., Kurita K., Araki T., Yasutake D., Kitano M.
    • Organizer
      The International Symposium on Agricultural Meteorology 2018,
    • Related Report
      2017 Annual Research Report
    • Int'l Joint Research
  • [Presentation] RIイメージング技術による転流動態の可視化2017

    • Author(s)
      三好悠太,日高功太,石井里美,鈴井伸郎,尹永根,栗田圭輔,安武大輔,北野雅治,河地有木
    • Organizer
      日本生物環境工学会2017年松山大会
    • Related Report
      2017 Annual Research Report
  • [Presentation] 光合成産物の転流を意識した環境調節-イチゴ栽培での事例-2017

    • Author(s)
      日高功太,三好悠太,荒木卓哉,安武大輔,北野雅治,岡安崇史
    • Organizer
      日本生物環境工学会2017年松山大会,
    • Related Report
      2017 Annual Research Report
  • [Presentation] 転流動態と環境調節-トマトを例として-2017

    • Author(s)
      北野雅治,荒木卓哉,和島孝浩,日高功太,江口壽彦,安武大輔
    • Organizer
      日本生物環境工学会2017年松山大会
    • Related Report
      2017 Annual Research Report
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    • Author(s)
      鯉川康太,木村建介,安武大輔,北野雅治
    • Organizer
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  • [Presentation] イチゴ果実への同化産物の転流に対する葉位の影響-1.RIイメージング解析による微分的評価-2017

    • Author(s)
      三好悠太,日高功太,石井里美,鈴井伸郎,尹永根,栗田圭輔,安武大輔,北野雅治,河地有木
    • Organizer
      日本生物環境工学会2017年松山大会
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    • Organizer
      日本生物環境工学会2017年松山大会
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    • Author(s)
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    • Organizer
      日本生物環境工学会2017年松山大会
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    • Author(s)
      日高功太,三好悠太,荒木卓哉,安武大輔,北野雅治,岡安崇史,檀和弘,今村仁
    • Organizer
      日本生物環境工学会2017年松山大会
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    • Author(s)
      永尾航洋,三好悠太,日高功太,石井里美,鈴井伸郎,尹永根,栗田圭輔,安武大輔,河地有木,北野雅治
    • Organizer
      日本生物環境工学会2017年松山大会
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    • Author(s)
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    • Organizer
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Published: 2017-04-28   Modified: 2021-02-19  

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