Updated on 2025/05/30

写真a

 
Fujiuchi Naomichi
 
Organization
Graduate School of Agriculture Department of Food Production Science Associate Professor
Title
Associate Professor
Contact information
メールアドレス
External link

Degree

  • Ph.D. ( 2015.9   The University of Tokyo )

Research Interests

  • Plant Bioengineering

  • Environment Control for Biology

Research Areas

  • Environmental Science/Agriculture Science / Agricultural environmental engineering and agricultural information engineering

Education

  • The University of Tokyo   Graduate School of Agricultural and Life Sciences   Department of Biological and Environmental Engineering

    2010.4 - 2015.9

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  • The University of Tokyo   Faculty of Agriculture   Department of Biological and Environmental Engineering

    - 2010.3

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Research History

  • Ehime University   Graduate School of Agriculture   Associate Professor

    2024.9

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    Country:Japan

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  • Ehime University   Graduate School of Agriculture   Assistant Professor

    2019.9 - 2024.8

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    Country:Japan

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  • University of Tsukuba Faculty of Life and Environmental Sciences   Faculty of Life and Environmental Sciences   Assistant Professor

    2016.8 - 2019.8

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  • The University of Tokyo   Graduate School of Agricultural and Life Sciences

    2015.10 - 2016.7

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Professional Memberships

  • 計測自動制御学会

    2023.1

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  • Japanese Society of Agricultural Informatics

    2021.4

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  • The Japanese Society for Horticultural Science

    2017.2

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  • Japanese Society of Plant Biotechnology

    2013.4

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  • Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists,

    2011.6

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  • The Society of Agricultural Meteorology of Japan

    2010.10

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Committee Memberships

  • 日本農業気象学会   理事  

    2024.4   

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    Committee type:Academic society

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  • 養液栽培研究会   事業・企画部会 国際担当  

    2024.4   

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    Committee type:Academic society

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  • 計測自動制御学会   システムインテグレーション部門バイオシステム部会 委員  

    2024.1 - 2024.12   

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    Committee type:Academic society

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  • Japanese Society of Agricultural Informatics   Editorial board of specific research field (Greenhouse technology)  

    2021.4   

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    Committee type:Academic society

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  • 日本生物環境工学会四国支部   総務・会計幹事  

    2021.1   

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    Committee type:Academic society

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Papers

  • Comparison of tomato canopy photosynthesis in a greenhouse estimated from single-leaf photosynthetic light-response curve and measured by real-time photosynthesis and transpiration monitoring system Reviewed

    Hikaru FUJITA, Naomichi FUJIUCHI, Yuri ISOYAMA, Yoshinari OBA, Kotaro TAKAYAMA

    Journal of Agricultural Meteorology   81 ( 1 )   12 - 19   2025.1

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    Authorship:Corresponding author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Society of Agricultural Meteorology of Japan  

    DOI: 10.2480/agrmet.D-24-00019

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  • Using a Real-Time Photosynthesis and Transpiration Monitoring System to Develop Random Forests Models for Predicting Cherry Tomato Yield in a Commercial Greenhouse Reviewed

    Naomichi FUJIUCHI, Kazue INABA, Shinchu OH, Sayaka OKAJIMA, Yuichiro ASAI, Hiroshige NISHINA, Kotaro TAKAYAMA

    Environment Control in Biology   62 ( 2 )   29 - 39   2024.4

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists  

    DOI: 10.2525/ecb.62.29

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  • Measurement of VOCs (Volatile Organic Compounds) in the upper and lower leaves of sweet basil cultivated under different light intensities in a commercial plant factory Reviewed

    Naoki Sakaguchi, Dhanashri shinde, Riichiro Oka, Yoshihisa Usami, Masahiro Kitajima, Naomichi Fujiuchi, Takanobu Inoue, Kotaro Takayama

    J.SHITA   36 ( 3 )   108 - 114   2024.4

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    Language:Japanese   Publishing type:Research paper (scientific journal)  

    DOI: 10.2525/shita.36.108

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  • Relationship between the tomato plants' population size for imaging and the calculated fruit density by AI-based object detection Reviewed

    Kaede Tauchi, Naomichi Fujiuchi, Takeru Kanoh, Seitaro Toda, Kotaro Takayama

    Acta Horticulturae   in press   2024

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    Language:English   Publishing type:Research paper (international conference proceedings)  

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  • Smartphone-based strawberry plant growth monitoring using YOLO Reviewed

    S. Toda, T. Sakamoto, Y. Imai, R. Maruko, T. Kanoh, N. Fujiuchi, K. Takayama

    Acta Horticulturae   ( 1377 )   69 - 76   2023.10

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:International Society for Horticultural Science (ISHS)  

    DOI: 10.17660/actahortic.2023.1377.8

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  • 店頭生育維持システムにおける光環境の違いがスイートバジルの香りに及ぼす影響の評価 Reviewed

    坂口 直己, 岡 理一郎, 宇佐美 由久, 北島 正裕, 藤内 直道, 井上 隆信, 高山 弘太郎

    Eco-Engineering   35 ( 3 )   59 - 65   2023.7

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    Language:Japanese   Publishing type:Research paper (scientific journal)  

    DOI: 10.11450/seitaikogaku.35.59

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  • In-store cultivation system preserves higher VOC emission of sweet basil leaves compared with conventional refrigerated storage

    N. Sakaguchi, M. Kitajima, Y. Usami, R. Oka, N. Fujiuchi, K. Takayama

    Acta Horticulturae   1364 ( 1364 )   1 - 10   2023.4

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    Language:English   Publishing type:Research paper (international conference proceedings)   Publisher:International Society for Horticultural Science (ISHS)  

    DOI: 10.17660/actahortic.2023.1364.1

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  • Practical use of Deep Learning-Based Daily Stem Elongation Measurement of Tomato Plants in Two Commercial Greenhouses Reviewed

    S. Toda, T. Higuchi, T. Kanoh, T. Sakamoto, N.Fujiuchi, K. Takayama

    IFAC-PapersOnLine   55 ( 32 )   113 - 118   2022.11

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    Language:English   Publishing type:Research paper (international conference proceedings)  

    DOI: 10.1016/j.ifacol.2022.11.124

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  • Effects of light quality, photoperiod, CO2 concentration, and air temperature on chlorogenic acid and rutin accumulation in young lettuce plants Reviewed

    Mirai Endo, Naoya Fukuda, Hideo Yoshida, Naomichi Fujiuchi, Ryoichi Yano, Miyako Kusano

    Plant Physiology and Biochemistry   186   290 - 298   2022.7

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.plaphy.2022.07.010

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  • トマト個体群を対象としたつり下げ型多元的植物生体画像情報計測ロボットの開発―仕様と動画取得安定性の評価― Reviewed

    加納多佳留, 戸田清太郎, 海野博也, 藤内直道, 仁科弘重, 高山弘太郎

    Eco-Engineering   34 ( 2 )   37 - 44   2022.4

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  • Deep learning model for monitoring daily tomato plant growth

    S. Toda, T. Higuchi, T. Sakamoto, T. Kanoh, N. Fujiuchi, H. Nishina, K. Takayama

    Acta Horticulturae   ( 1337 )   283 - 288   2022.3

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    Publishing type:Research paper (scientific journal)   Publisher:International Society for Horticultural Science (ISHS)  

    DOI: 10.17660/actahortic.2022.1337.38

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  • Method to calculate net CO2 exchange rate of whole plants under continuously increasing or decreasing CO2 concentrations in a greenhouse using a real-time photosynthesis and transpiration monitoring system Reviewed

    Naomichi Fujiuchi, Kazue Inaba, Takeru Kanoh, Yayu Romdhonah, Seitaro Toda, Kota Shimomoto, Yuri Isoyama, Hiroshige Nishina, Kotaro Takayama

    Environmental Control in Biology   60 ( 1 )   13 - 21   2022.2

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Japanese Society of Agricultural, Biological and Environmental Engineers and Scientists  

    DOI: 10.2525/ecb.60.13

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  • Effects of lighting conditions on Agrobacterium-mediated transient expression of recombinant hemagglutinin in detached Nicotiana benthamiana leaves inoculated with a deconstructed viral vector Reviewed

    Naomichi Fujiuchi, Nobuyuki Matoba, Kazuhiro Fujiwara, Ryo Matsuda

    Plant Cell, Tissue and Organ Culture (PCTOC)   145 ( 3 )   679 - 688   2021.2

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Springer Science and Business Media LLC  

    DOI: 10.1007/s11240-021-02037-y

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    Other Link: http://link.springer.com/article/10.1007/s11240-021-02037-y/fulltext.html

  • Determination of the soluble solid content and acidity by prediction models for different colored tomato fruits using a small device for visible and near‑infrared spectroscopy analysis Reviewed

    Suzuka Yamagishi, Koji Nakagawa, Kazutomo Baba, Hiroaki Kawamoto, Yoshiyuki Sankai, Naomichi Fujiuchi, Hiroshi Ezura, Naoya Fukuda

    Eco-Engineering   33 ( 3 )   79 - 85   2021

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  • Comparison of spectrophotometer and HPLC analysis results for the measurement of chlorophyll a and b of strawberry, tomato and paprika Reviewed

    Eco-Engineering   33 ( 2 )   39 - 44   2021

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  • Empirical Model for the Estimation of Whole-plant Photosynthetic Rate of Cherry Tomato Grown in a Commercial Greenhouse Reviewed

    Yayu Romdhonah, Naomichi Fujiuchi, Noriko Takahashi, Hiroshige Nishina, Kotaro Takayama

    Environmental Control in Biology   59 ( 3 )   117 - 124   2021

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  • Averaging Techniques in Processing the High Time-resolution Photosynthesis Data of Cherry Tomato Plants for Model Development Reviewed

    Yayu Romdhonah, Naomichi Fujiuchi, Kota Shimomoto, Noriko Takahashi, Hiroshige Nishina, Kotaro Takayama

    Environmental Control in Biology   59 ( 3 )   107 - 115   2021

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  • Comparison of photosynthetic rates, transpiration rates, and total conductance of greenhouse-grown tomato plants measured with two open chambers with different ventilation rates Reviewed

    Kota Shimomoto, Naomichi Fujiuchi, Noriko Takahashi, Hiroshige Nishina, Kazue Inaba, Yayu Romdhonah, Kotaro Takayama

    Journal of Agricultural Meteorology   77 ( 4 )   270 - 277   2021

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:Society of Agricultural Meteorology of Japan  

    DOI: 10.2480/agrmet.d-21-00029

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  • Continuous blue lighting and elevated carbon dioxide concentration rapidly increase chlorogenic acid content in young lettuce plants Reviewed

    Michiru Shimomura, Hideo Yoshida, Naomichi Fujiuchi, Toru Ariizumi, Hiroshi Ezura, Naoya Fukuda

    Scientia Horticulturae   272   109550 - 109550   2020.10

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    Publishing type:Research paper (scientific journal)   Publisher:Elsevier BV  

    DOI: 10.1016/j.scienta.2020.109550

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  • Measurement of Drought Stress Response of Tomato Plants with Real-time Transpiration Monitoring System Reviewed

    Eco-Engineering   32 ( 3 )   55 - 60   2020.7

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  • Development of Multiple Biological Information Imaging System for Tomato Plants Cultivated in Greenhouse Reviewed

    Seitaro Toda, Kotaro Takayama, Takeru Kanoh, Naomichi Fujiuchi, Noriko Takahashi, Hiroshige Nishina

    Eco-Engineering   32 ( 2 )   33 - 37   2020.4

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:SOC ECO-ENGINEERING, ENV SCI & TECH, GRAD SCH LIFE & ENV SCI  

    As a highly sophisticated strategy for environmental control in greenhouses, the concept of speaking plant approach (SPA) has attracted a great deal of attention. Sensor-based plant diagnosis techniques to monitor plant physiological status are the first and most important step in SPA. Currently, imaging systems for plant growth monitoring are especially required in wide range of agricultural production not only in advanced greenhouses but also in traditional vinyl houses. In this study, we developed a compact- and lightweight-multiple imaging system that is consist of an infrared camera filtered with a long-pass filter (lambda > 620 nm), a color camera, and blue/red/infrared/white LEDs. The developed imaging system enable us to conduct chlorophyll fluorescence imaging, NDVI imaging, and color imaging at the same time. We applied the system for imaging of tomato plant grown under greenhouse condition and successfully obtained an obvious chlorophyll fluorescence induction curve derived from a series of chlorophyll fluorescence images and NDVI and color images that are useful to identify the matured tomato fruits.

    DOI: 10.11450/seitaikogaku.32.33

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  • Measurement of Daily Stem Elongation with Chlorophyll Fluorescence Imaging Robot Reviewed

    Seitaro Toda, Kotaro Takayama, Takeru Kanoh, Naomichi Fujiuchi, Noriko Takahashi, Hiroshige Nishina

    Eco-Engineering   32 ( 2 )   15 - 21   2020.4

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    Language:Japanese   Publishing type:Research paper (scientific journal)   Publisher:SOC ECO-ENGINEERING, ENV SCI & TECH, GRAD SCH LIFE & ENV SCI  

    The Speaking Plant Approach (SPA) is regarded as a desirable concept which defines that the environmental factors should be adjusted to the crop's physiological status. The first and most important step in the SPA concept is to obtain physiological information from a living plant. Especially for environmental control in highly sophisticated greenhouse, daily measurement of plant growth must be indispensable in SPA concept. In our previous study, a robotized chlorophyll fluorescence (CF) imaging system that evaluates daily changes in photosynthetic function of tomato canopy has been developed and came onto the market in 2015. In this study, we applied the robotized CF imaging system to measure the daily stem elongation of tomato plants grown in greenhouse. CF images of shoot apex of tomato plants were taken by using the robotized CF imaging system and detected the shoot apex manually by using commercially available image analysis software to obtain the average plant height. Then, the daily stem elongation was calculated by subtracting the average plant height of one day before from that of the day. The performance verification test proved that the spatial resolution of CF image was 1.6 mm pixel(-1) and the reproducibility of average height measurement was within 0.01 %. And, a long-term stem elongation monitoring for consecutive 70 days, which was done with the conventional weekly stem elongation monitoring by using a measuring tape, suggested that daily stem elongation is able to be monitored with the robotized CF imaging system.

    DOI: 10.11450/seitaikogaku.32.15

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  • Agroinfiltration of leaves for deconstructed viral vector-based transient gene expression: infiltrated leaf area affects recombinant hemagglutinin yield Reviewed

    Matsuda, Ryo, Kushibiki, Takanori, Fujiuchi, Naomichi, Fujiwara, Kazuhiro

    HORTICULTURE ENVIRONMENT AND BIOTECHNOLOGY   59 ( 4 )   547 - 555   2018.8

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:KOREAN SOC HORTICULTURAL SCIENCE  

    DOI: 10.1007/s13580-018-0047-6

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  • Effect of temperature post viral vector inoculation on the amount of hemagglutinin transiently expressed in Nicotiana benthamiana leaves Reviewed

    Ryo Matsuda, Tatsuki Abe, Naomichi Fujiuchi, Nobuyuki Matoba, Kazuhiro Fujiwara

    JOURNAL OF BIOSCIENCE AND BIOENGINEERING   124 ( 3 )   346 - 350   2017.9

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    Language:English   Publishing type:Research paper (scientific journal)   Publisher:SOC BIOSCIENCE BIOENGINEERING JAPAN  

    Transient gene expression in whole plants by using viral vectors is promising as a rapid, mass production system for biopharmaceutical proteins. Recent studies have indicated that plant growth conditions such as air temperature markedly influence the accumulation levels of target proteins. Here, we investigated time course of the amount of recombinant hemagglutinin (HA), a vaccine antigen of influenza virus, in leaves of Nicotiana benthamiana plants grown at 20 degrees C or 25 degrees C post viral vector inoculation. The HA content per unit of leaf biomass increased and decreased from 4 to 6 days post inoculation at 20 degrees C and 25 degrees C, respectively, irrespective of the subcellular localization of HA. The overall HA contents were higher when HA was targeted to the endoplasmic reticulum (ER) rather than the apoplast. Necrosis of leaf tissues was specifically observed in plants inoculated with the ER-targeting vector and grown at 25 degrees C. With the ER targeting vector, the maximum HA contents at 20 degrees C and 25 degrees C were recorded at 6 and 4 days post inoculation, respectively, and were comparable to each other. HA contents thereafter decreased at both temperatures; the rate of reduction appeared faster at 25 degrees C than at 20 degrees C. From a practical point of view, our results indicate that the strategy of targeting HA to the ER, growing plants at a lower temperature of 20 degrees C, and harvesting leaves at around a week after vector inoculation should be implemented to obtain a high HA yield stably and efficiently. (C) 2017, The Society for Biotechnology, Japan. All rights reserved.

    DOI: 10.1016/j.jbiosc.2017.04.007

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  • Effects of plant density on recombinant hemagglutinin yields in an Agrobacterium-mediated transient gene expression system using Nicotiana benthamiana plants Reviewed

    Naomichi Fujiuchi, Ryo Matsuda, Nobuyuki Matoba, Kazuhiro Fujiwara

    BIOTECHNOLOGY AND BIOENGINEERING   114 ( 8 )   1762 - 1770   2017.8

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:WILEY  

    Agrobacterium-mediated transient expression systems enable plants to rapidly produce a wide range of recombinant proteins. To achieve economically feasible upstream production and downstream processing, it is beneficial to obtain high levels of two yield-related quantities of upstream production: recombinant protein content per fresh mass of harvested biomass (ggFM(-1)) and recombinant protein productivity per unit area-time (gm(-2)/month). Here, we report that the density of Nicotiana benthamiana plants during upstream production had significant impacts on the yield-related quantities of recombinant hemagglutinin (HA). The two quantities were smaller at a high plant density of 400plants m(-2) than at a low plant density of 100plants m(-2). The smaller quantities at the high plant density were attributed to: (i) a lower HA content in young leaves, which usually have high HA accumulation potentials; (ii) a lower biomass allocation to the young leaves; and (iii) a high area-time requirement for plants. Thus, plant density is a key factor for improving upstream production in Agrobacterium-mediated transient expression systems. Biotechnol. Bioeng. 2017;114: 1762-1770. (c) 2017 Wiley Periodicals, Inc.

    DOI: 10.1002/bit.26303

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  • Removal of Bacterial Suspension Water Occupying the Intercellular Space of Detached Leaves after Agroinfiltration Improves the Yield of Recombinant Hemagglutinin in a Nicotiana benthamiana Transient Gene Expression System Reviewed

    Naomichi Fujiuchi, Ryo Matsuda, Nobuyuki Matoba, Kazuhiro Fujiwara

    BIOTECHNOLOGY AND BIOENGINEERING   113 ( 4 )   901 - 906   2016.4

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:WILEY-BLACKWELL  

    The use of detached leaves instead of whole plants provides an alternative means for recombinant protein production based on Agrobacterium tumefaciens-mediated transient gene overexpression. However, the process for high-level protein production in detached leaves has not yet been established. In this study, we focused on leaf handling and maintenance conditions immediately after infiltration with Agrobacterium suspension (agroinfiltration) to improve recombinant protein expression in detached Nicotiana benthamiana leaves. We demonstrated that the residual water of bacterial suspension in detached leaves had significant impact on the yield of recombinant influenza hemagglutinin (HA). Immediately after agroinfiltration, detached leaves were stored in a dehumidified chamber to allow bacterial suspension water occupying intercellular space to be removed by transpiration. We varied the duration of this water removal treatment from 0.7 to 4.4h, which resulted in leaf fresh weights ranging from 0.94 to 1.28gg(-1) relative to weights measured just before agroinfiltration. We used these relative fresh weights (RFWs) as an indicator of the amount of residual water. The detached leaves were then incubated in humidified chambers for 6 days. We found that the presence of residual water significantly decreased HA yield, with a clear inverse correlation observed between HA yield and RFW. We next compared HA yields in detached leaves with those obtained from intact leaves by whole-plant expression performed at the same time. The maximum HA yield obtained from a detached leaf with a RFW of approximately 1.0, namely, 800g gFW(-1), was comparable to the mean HA yield of 846g gFW(-1) generated in intact leaves. Our results indicate the necessity of removing bacterial suspension water from agroinfiltrated detached leaves in transient overexpression systems and point to a critical factor enabling the detached-leaf system as a viable recombinant protein factory. (c) 2015 Wiley Periodicals, Inc.

    DOI: 10.1002/bit.25854

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  • Environment control to improve recombinant protein yields in plants based on Agrobacterium-mediated transient gene expression Reviewed

    Naomichi Fujiuchi, Nobuyuki Matoba, Ryo Matsuda

    Frontiers in Bioengineering and Biotechnology   4   23   2016.3

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:Frontiers Media S.A.  

    Agrobacterium-mediated transient expression systems enable plants to produce a wide range of recombinant proteins on a rapid timescale. To achieve economically feasible upstream production and downstream processing, two yield parameters should be considered: (1) recombinant protein content per unit biomass and (2) recombinant protein productivity per unit area-time at the end of the upstream production. Because environmental factors in the upstream production have impacts on these parameters, environment control is important to maximize the recombinant protein yield. In this review, we summarize the effects of pre- and postinoculation environmental factors in the upstream production on the yield parameters and discuss the basic concept of environment control for plant-based transient expression systems. Preinoculation environmental factors associated with planting density, light quality, and nutrient supply affect plant characteristics, such as biomass and morphology, which in turn affect recombinant protein content and productivity. Accordingly, environment control for such plant characteristics has significant implications to achieve a high yield. On the other hand, postinoculation environmental factors, such as temperature, light intensity, and humidity, have been shown to affect recombinant protein content. Considering that recombinant protein production in Agrobacterium-mediated transient expression systems is a result of a series of complex biological events starting from T-DNA transfer from Agrobacterium tumefaciens to protein biosynthesis and accumulation in leaf tissue, we propose that dynamic environment control during the postinoculation process, i.e., changing environmental conditions at an appropriate timing for each event, may be a promising approach to obtain a high yield. Detailed descriptions of plant growth conditions and careful examination of environmental effects will significantly contribute to our knowledge to stably obtain high recombinant protein content and productivity, thus enhancing the utility of plant-based transient expression systems as recombinant protein factories.

    DOI: 10.3389/fbioe.2016.00023

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  • Effect of nitrate concentration in nutrient solution on hemagglutinin content of Nicotiana benthamiana leaves in a viral vector-mediated transient gene expression system Reviewed

    Naomichi Fujiuchi, Ryo Matsuda, Nobuyuki Matoba, Kazuhiro Fujiwara

    PLANT BIOTECHNOLOGY   31 ( 3 )   207 - 211   2014

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)   Publisher:JAPANESE SOC PLANT CELL & MOLECULAR BIOLOGY  

    Viral vector-mediated transient expression enables rapid biopharmaceutical protein production using whole plants. In recent years, plant growth conditions have received close attention as factors influencing the content of recombinant protein. In particular, because nitrogen is an important resource used in protein synthesis, nitrogen supplied to the root zone may influence accumulation of recombinant proteins. We tested whether fertilization of Nicotiana benthamiana with high-nitrate nutrient solution during plant growth prior to Agrobacterium-mediated delivery (agroinfiltration) of a tobamoviral vector resulted in high recombinant influenza hemagglutinin (HA) content per unit of leaf fresh weight and/or per plant. Nutrient solution containing 60 mM nitrate yielded 40% higher HA content per unit of leaf fresh weight, and comparable HA content per plant, relative to nutrient solution containing 12 or 36 mM nitrate. There were positive correlations among HA, total soluble protein (TSP), and soluble reduced-nitrogen content, suggesting that fertilization with the high-nitrate nutrient solution increased soluble reduced nitrogen and subsequently provided high TSP and HA. Although the increased HA content per unit of leaf fresh weight was offset by reduced leaf fresh weight on a per plant basis, nitrate-enriched fertilization represents an easily applicable technique to obtain a given amount of HA from smaller leaf biomass, thereby potentially reducing downstream processing costs for HA vaccine production using viral vector-mediated transient expression systems.

    DOI: 10.5511/plantbiotechnology.14.0403a

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  • LED dim light irradiation of the root zone influences growth and development of leaf lettuce (lactuca sativa) plants under nutrient film technique hydroponics Reviewed

    Naomichi Fujiuchi, Kazuhiro Fujiwara

    Environmental Control in Biology   50 ( 2 )   101 - 106   2012

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    Authorship:Lead author   Language:English   Publishing type:Research paper (scientific journal)  

    We investigated effects of dim light irradiation (about 11 fimo\\ irT2 s ' photon flux density) of the root zone on the growth and development of leaf lettuce (Lactuca sativa 'Okayama saradana') plants under nutrient film technique (NFT) hydroponics with monochromatic light emitting diodes (LEDs) of five types with respective peak wavelengths (and colors) of 405 nm (violet), 465 nm (blue), 525 nm (green), 660 nm (red), and 735 nm (far-red). Shoot fresh weight and specific root length in the treatments of dim light irradiation of the root zone with violet, blue, and far-red LEDs were significantly lower than in the control (no irradiation of the root zone). Roots in these treatments developed thickly, probably because of suppressed lateral root initiation because sparsely distributed roots were observed in these treatments. Dim light irradiation of the root zone of leaf lettuce plants did not affect mass production, but it did affect root morphology.

    DOI: 10.2525/ecb.50.101

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Books

  • 施設園芸学 –植物環境工学入門–

    後藤英司( Role: Contributor4. 施設園芸学における応用領域 4.3 植物センシング)

    朝倉書店  2022.4  ( ISBN:9784254410433

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MISC

Presentations

  • 植物生体情報を用いたランダムフォレスト回帰モデルによる養液栽培ミニトマト収量予測

    藤内直道, 渡邊ゆめの, 高山弘太郎

    2024年度日本農業気象学会中国四国支部大会  2024.11 

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    Event date: 2024.11

    Language:Japanese   Presentation type:Oral presentation (general)  

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  • トマト収穫可能量把握のための日単位個体群画像計測:収穫果実の色相解析

    藤内直道, 山下美桜子, 磯山侑里, 高山弘太郎

    日本生物環境工学会2024年大阪大会  2024.9 

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    Event date: 2024.9

    Language:Japanese   Presentation type:Oral presentation (general)  

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  • 暗条件における気温と湿度が葉温・呼吸速度・蒸散速度に及ぼす影響の解析

    藤田光, 藤内直道, 磯山侑里, 高山弘太郎

    日本生物環境工学会2024年大阪大会  2024.9 

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    Event date: 2024.9

    Language:Japanese   Presentation type:Oral presentation (general)  

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  • セミクローズド温室内のトマト群落を対象としたリアルタイム光合成計測-ダイナミック換気制御に対応した計測アルゴリズムの開発-

    代田智教, 藤内直道, 磯山侑里, 大場佳成, 秋月拓磨, 高山弘太郎

    日本生物環境工学会2024年大阪大会  2024.9 

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  • ミニトマト収穫可能量把握のための日単位個体群画像計測:果実検出および果実色解析

    藤内直道, 山下美桜子, 田内楓, 磯山侑里, 高山弘太郎

    農業情報学会2024年度年次大会  2024.5 

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  • イチゴ垂直2段栽培における下段の光環境改善による光合成促進効果の定量評価

    藤内直道, 山口裕成, 高山弘太郎

    農業情報学会2024年度年次大会  2024.5 

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  • 個体群光合成計測システムとプロセスモデルによるトマト収穫量予測

    藤内直道, 丸小凌我, 高山弘太郎

    日本農業気象学会2024年全国大会  2024.3 

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    Event date: 2024.3

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  • 個葉光合成特性に基づいた個体群光合成の推定値と光合成計測チャンバを用いた個体群光合成の実測値の比較

    藤田光, 藤内直道, 磯山侑里, 大場佳成, 高山弘太郎

    日本農業気象学会2024年全国大会  2024.3 

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  • Process-based crop model to evaluate stress on tomato plants and predict the fruit yield and quality

    Naomichi Fujiuchi, Hiroko Yamaura, Risa Suenaga, Naho Takebuchi, Apurwa Priyadarshini, Hiroaki Saito, Yuta Takahashi, Hiroshi Ezura, Naoya Fukuda

    GreenSys2023 (International Symposium on New Technologies for Sustainable Greenhouse Systems)  2023.10 

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    Event date: 2023.10

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  • Relationship between the tomato plants' population size for imaging and the calculated fruit density by AI-based object detection

    Kaede Tauchi, Naomichi Fujiuchi, Takeru Kanoh, Seitaro Toda, Kotaro Takayama

    GreenSys2023 (International Symposium on New Technologies for Sustainable Greenhouse Systems)  2023.10 

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  • 個葉光合成特性に基づいた個体群光合成の推定値と光合成計測チャンバを用いた個体群光合成の実測値の比較

    藤田 光, 藤内 直道, 磯山 侑里, 高山 弘太郎

    日本生物環境工学会2023年豊橋大会 

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    Event date: 2023.9

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  • 収穫量予測のためのトマト検出モデルの精度向上

    戸田 清太郎, 古田 友木, 田内 楓, 藤内 直道, 加納 多佳留, 高山 弘太郎

    日本生物環境工学会2023年豊橋大会 

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  • リアルタイム光合成蒸散計測システムで計測された個体群光合成蒸散と環境条件の関係の解析・活用方法の提案

    藤内 直道, 澤頭 梨里, 藤田 光, 磯山 侑里, 高山 弘太郎

    日本生物環境工学会2023年豊橋大会 

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  • セミクローズド温室内のトマト群落を対象とした光合成蒸散リアルタイム計測

    代田 智教, 藤内 直道, 大場 佳成, 磯山 侑里, 高山 弘太郎

    日本生物環境工学会2023年豊橋大会 

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  • 異なる養液環境で栽培されたスイートバジルの香気成分解析

    坂口 直己, 北島 正裕, 宇佐美 由久, 岡 理一郎, Dhanashri Shinde, 藤内 直道, 高山 弘太郎

    日本生物環境工学会2023年豊橋大会 

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  • 異なる高さの水平パノラマ画像データを用いたトマトの着果着色モニタリング

    田内 楓, 戸田 清太郎, 加納 多佳留, 藤内 直道, 高山 弘太郎

    日本生物環境工学会2023年豊橋大会 

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  • 光合成計測チャンバにより実測された個体群光合成量を利用するトマト生育プロセスモデルの開発

    丸小 凌我, 藤内 直道, 高山 弘太郎

    日本生物環境工学会2023年豊橋大会 

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  • 施設園芸に実装されるDX

    高山弘太郎, 藤内直道

    農業情報学会2023年度年次大会  2023.5 

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    Language:Japanese   Presentation type:Oral presentation (invited, special)  

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  • LI-6400とLI-6800で計測された光-光合成曲線の差異の詳細分析

    藤内直道, 藤田光, 高山弘太郎

    農業情報学会2023年度年次大会  2023.5 

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  • つり下げ型画像計測ロボットを用いた高糖度ミニトマト生産における日次生育評価

    藤内直道, 福江康宏, 田内楓, 戸田清太郎, 高山弘太郎

    農業情報学会2023年度年次大会  2023.5 

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  • 高糖度トマト生産における葉面積と温室内環境要素が蒸散量に及ぼす影響の分析

    藤内直道, 澤頭梨里, 門本玄, 高山弘太郎

    農業情報学会2023年度年次大会  2023.5 

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  • 施設栽培トマトの光合成・蒸散および成育状態の計測,分析,活用

    藤内直道, 高山弘太郎

    日本農業気象学会2023年全国大会  2023.3 

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  • プロセスモデルと実測光合成量を用いた施設栽培トマト収穫量予測

    丸小凌我, 藤内直道, 高山弘太郎

    日本農業気象学会2023年全国大会  2023.3 

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  • LI-6400とLI-6800を使用したトマト個葉の光合成蒸散特性計測値の比較

    藤内直道, 藤田光, 加納多佳留, 戸田清太郎, 高山弘太郎

    日本生物環境工学会2022年福岡大会 P-7  2022.9 

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  • 光合成環境応答のランダムフォレストモデルによる各環境要因の重要度評価

    藤内直道, 澤頭梨里, 橘佳菜子, 加納多佳留, 戸田清太郎, 東海林孝幸, 高山弘太郎

    日本生物環境工学会2022福岡大会 P-15  2022.9 

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  • 光合成・蒸散リアルタイム計測チャンバの施設園芸現場への適用と収量予測への利用

    藤内直道, 稲葉一恵, 高山弘太郎

    農業情報学会2022年度年次大会  2022.5 

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  • キャベツの露地栽培における生育不良苗の早期検知

    高山弘太郎, 稲葉一恵, 羽藤有紀, 坂本哲隆, 藤内直道

    農業情報学会2022年度年次大会  2022.5 

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  • 植物体蒸散速度・コンダクタンスの環境応答フィードバックモデルに関する検討

    藤内直道, 村井颯志郎, 高山弘太郎

    農業情報学会2022年度年次大会  2022.5 

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  • 園芸施設内におけるリアルタイム光合成・蒸散計測と計測結果の利用

    藤内直道, 高山弘太郎

    日本農業気象学会2022年全国大会  2022.3 

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  • A prediction model of tomato yield in a greenhouse and its application to Japanese tomato cultivars

    Naomichi Fujiuchi, Yuta Takahashi, Hiroshi Ezura, Naoya Fukuda

    The 9th Japan-China-Korea Joint Symposium on Greenhouse Horticulture and Plant Factory (AGHPF2021)  2021.12 

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  • ロックウール耕トマト根域CO2放出速度リアルタイム計測の試み

    藤内直道, 青木天馬, 高山弘太郎

    2021年度日本農業気象学会中国四国支部大会  2021.12 

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  • Environment control and cultivation management for each stage of upstream production of Agrobacterium-mediated transient gene expression system using Nicotiana benthamiana whole plants and detached leaves Invited

    Naomichi Fujiuchi, Ryo Matsuda

    The 2nd Asian Conference for Plant Made Pharmaceuticals (PMPAsia2021)  2021.11 

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  • AI(R-CNN)モデル構築における転移学習方法の検討

    戸田清太郎, 丸小凌我, 坂本哲隆, 藤内直道, 高山弘太郎

    2021年度日本生物環境工学会オンライン次世代研究発表会  2021.11 

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  • AI(R-CNN)によるトマト個体群の茎頂検出

    樋口達哉, 戸田清太郎, 加納多佳留, 藤内直道, 高山弘太郎

    2021年度日本生物環境工学会オンライン次世代研究発表会  2021.11 

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  • AI(R-CNN)によるトマト果実の検出と収穫量予測

    戸田清太郎, 田内楓, 稲葉一恵, 加納多佳留, 坂本哲隆, 藤内直道, 高山弘太郎

    2021年度日本生物環境工学会オンライン次世代研究発表会  2021.11 

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  • 携帯型ガス分析システムを用いた匂い成分計測によるスイートバジルの品質評価

    坂口直己, 北島正裕, 宇佐美由久, 岡 理一郎, 藤内直道, 高山弘太郎

    2021年度日本生物環境工学会オンライン次世代研究発表会  2021.11 

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  • Random forest models based on biological activity of whole plants to predict the yield of tomato fruits in a greenhouse

    Naomichi Fujiuchi, Kazue Inaba, Shinchu Oh, Sayaka Okajima, Yuichiro Asai, Hiroshige Nishina, Kotaro Takayama

    AgEng2021  2021.7 

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  • Alteration of basil’s smell by preharvest light treatment

    Naoki Sakaguchi, Riichiro Oka, Yoshihisa Usami, Yuuseishi Go, Naomichi Fujiuchi, Hiroshige Nishina, Kotaro Takayama

    IX International Symposium on Light in Horticulture 2021  2021.6 

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  • 匂い成分計測によるブロッコリーの鮮度評価

    坂口直己, 松尾菜摘, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2021年度年次大会  2021.5 

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  • スマートフォンを用いたYOLOによるイチゴの草勢評価

    坂本哲隆, 戸田清太郎, 海野博也, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2021年度年次大会  2021.5 

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  • トマト茎伸長計測を目的としたR-CNNによる茎頂の自動検出

    樋口達哉, 戸田清太郎, 坂本哲隆, 加納多佳留, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2021年度年次大会  2021.5 

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  • コンテナ型人工光植物工場組み込み型植物生体画像情報計測システムの開発

    戸田清太郎, 加納多佳留, 坂口直己, 藤内直道, 高山弘太郎

    農業情報学会2021年度年次大会  2021.5 

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  • ハイスループットVOC分析システムを用いたバジルの香りの解析

    吴優青子, 坂口直己, 北島正裕, 宇佐美由久, 岡理一郎, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2021年度年次大会  2021.5 

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  • 光合成計測チャンバデータを用いたキュウリ個体群の光-光合成曲線の解析

    橘佳菜子, 稲葉一恵, 藤内直道, 仁科弘, 高山弘太郎

    農業情報学会2021年度年次大会  2021.5 

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  • 光合成計測チャンバーを用いたトマトの収穫量予測と異常環境応答検知

    稲葉一恵, 王震中, 岡島沙也花, 浅井雄一郎, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2021年度年次大会  2021.5 

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  • 根域環境条件が養液栽培したγ-アミノ酪酸(GABA)高含有トマト品種の収量および品質に及ぼす影響

    篠原友里, 藤内直道, 高山真理子, 江面浩, 福田直也

    園芸学会令和3年度春季大会  2021.3 

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  • Method to calculate net CO2 exchange rate of whole plants under continuously increasing or decreasing CO2 concentrations in a greenhouse using a real-time photosynthesis and transpiration monitoring system

    Naomichi Fujiuchi, Kazue Inaba, Takeru Kanoh, Yayu Romdhonah, Seitaro Toda, Kota Shimomoto, Yuri Isoyama, Hiroshige Nishina, Kotaro Takayama

    International Symposium on Agricultural Meteorology 2021 (ISAM2021)  2021.3 

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  • 光合成計測チャンバデータを用いたトマト個体群の光-光合成曲線の解析

    橘佳菜子, 稲葉一恵, 藤内直道, 仁科弘重, 髙山弘太郎

    日本生物環境工学会オンライン合同支部大会【東海支部・西日本支部・四国支部】  2020.12 

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  • ランダムフォレストによるキュウリの収量予測

    王震中, 稲葉一恵, 藤内直道, 仁科弘重, 髙山弘太郎

    日本生物環境工学会オンライン合同支部大会【東海支部・西日本支部・四国支部】  2020.12 

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  • 週次生育調査データの拡張と生育スケルトンによる サイバー空間における草勢診断AIモデルの作成

    久保祐哉, 戸田清太郎, 藤内直道, 仁科弘重, 髙山弘太郎

    日本生物環境工学会オンライン合同支部大会【東海支部・西日本支部・四国支部】  2020.12 

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  • スマホのカラー画像を用いたイチゴの生育調査

    戸田清太郎, 坂本哲隆, 藤内直道, 仁科弘重, 髙山弘太郎

    日本生物環境工学会オンライン合同支部大会【東海支部・西日本支部・四国支部】  2020.12 

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  • GC-MSを用いた貯蔵条件がバジルの香りに与える影響の解析

    吴優青子, 坂口直己, 北島正裕, 宇佐美由久, 岡理一郎, 藤内直道, 仁科弘重, 髙山弘太郎

    日本生物環境工学会オンライン合同支部大会【東海支部・西日本支部・四国支部】  2020.12 

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  • つり下げ型植物生体画像情報計測ロボットのセミクローズド温室への実装

    加納多佳留, 戸田清太郎, 海野博也, 藤内直道, 仁科弘重, 髙山弘太郎

    合同支部大会【日本農業気象学会東海・北陸支部,日本生物環境工学会東海支部,日本生態工学会中部支部】  2020.11 

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  • GC-MSを用いた匂い成分計測によるバジルの品質評価

    坂口直己, 呉優青子, 岡理一郎, 藤内直道, 仁科弘重, 髙山弘太郎

    合同支部大会【日本農業気象学会東海・北陸支部,日本生物環境工学会東海支部,日本生態工学会中部支部】  2020.11 

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  • 異なるCO2施用方式で長期間栽培したトマトの光合成特性および収量と施用コストの解析

    小原崇, 福地真也, 藤内直道, 高橋憲子, 仁科弘重, 高山弘太郎

    農業情報学会2020年度年次大会 

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    Event date: 2020.5

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  • 屋外での品質評価を目的とした可視・近赤外分光法による トマト果実内部成分分析モデルの開発

    山岸鈴香, 中川恒二, 馬場和那, 河本浩明, 山海嘉之, 藤内直道, 江面浩, 福田直也

    農業情報学会2020年度年次大会  2020.5 

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    Event date: 2020.5

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  • 安価・簡易・小型光合成計測装置の開発

    戸田清太郎, 加納多佳留, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2020年度年次大会 

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    Event date: 2020.5

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  • モイスチャーセンサを用いたキュウリ葉における結露リスクの把握

    稲葉一恵, 川喜多 仁, 小本和貴, 加納多佳留, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2020年度年次大会 

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    Event date: 2020.5

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  • 光合成計測チャンバーを用いたトマトにおける収穫量予測モデルの検討

    稲葉一恵, 奥田悠一朗, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2020年度年次大会 

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    Event date: 2020.5

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  • キュウリ圃場向けつり下げ型画像計測装置の開発

    加納多佳留, 海野博也, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2020年度年次大会 

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    Event date: 2020.5

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  • つり下げ型画像計測装置を用いた長期間連続画像計測

    加納多佳留, 海野博也, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2020年度年次大会 

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    Event date: 2020.5

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  • トマト個体群を対象としたクロロフィル蛍光画像計測ロボットによる葉量計測

    戸田清太郎, 加納多佳留, 藤内直道, 仁科弘重, 高山弘太郎

    農業情報学会2020年度年次大会 

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    Event date: 2020.5

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  • Deep Learningを用いたイチゴの花及び果実の自動検出

    高山弘太郎, 坂本哲隆, 戸田清太郎, 藤内直道, 仁科弘重, 安藤(小島)寛子, 橋本健

    農業情報学会2020年度年次大会 

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    Event date: 2020.5

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  • Optimization of cultivation conditions in greenhouses for fruit yield and quality of newly developed tomato cultivars

    Naomichi Fujiuchi, Naoya Fukuda, Hiroshi Ezura

    International Symposium on Advanced Technologies and Management for Innovative Greenhouses (GreenSys 2019)  2019.6 

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    Event date: 2019.6

    Language:English   Presentation type:Oral presentation (general)  

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  • Commercially attractive ethylene-insensitive tomato cultivar for a long shelf life, a high yield and high sweetness of fruits International conference

    Fujiuchi, Naomichi, Yoshida, Hideo, Fukuda, Naoya, Ezura, Hiroshi

    International Symposium on New Technologies for Environment Control, Energy-saving and Crop Production in Greenhouse and Plant Factory (Greensys2017)  2017.8 

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    Venue:China Beijing  

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  • エチレン低感受性ミニトマトの果実肥大に寄与する因子の検討

    藤内, 直道, 福田, 直也, 江面, 浩

    園芸学会平成30年度秋季大会  2018.9 

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    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:日本 鹿児島  

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  • 根域温度がトマト果実の成育に及ぼす影響

    藤内, 直道, 福田, 直也

    日本生物環境工学会2018年東京大会  2018.9 

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    Language:Japanese   Presentation type:Poster presentation  

    Venue:日本 東京  

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  • 赤色光ならびに青色光下で栽培したレタス幼植物体中に含まれるクロロゲン酸含有量の日間変動と代謝物解析

    下村, 未知瑠, 草野, 都, 藤内, 直道, 有泉, 亨, 江面, 浩, 福田, 直也

    園芸学会平成30年度春季大会  2018.3 

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    Language:Japanese   Presentation type:Oral presentation (general)  

    Venue:日本 奈良  

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  • 赤色光または青色光照射下で栽培したレタス幼植物体中のクロロゲン酸含有量日間変動と代謝物解析

    福田, 直也, 下村未知瑠, 草野 都, 藤内直道, 有泉 亨, 江面 浩

    園芸学会平成30年度春季大会  2018.3 

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  • Toward development of tomato production system for a new cultivar conferring reduced ethylene sensitivity and long shelf life of fruits Invited

    Fujiuchi, Naomichi, Fukuda, Naoya, Ezura, Hiroshi

    The 14th Japan Solanaceae Consortium (JSOL2017)  2017.9 

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  • SPA(スピーキング・プラント・アプローチ)実装型オール電化パイプハウスの開発動向

    高山弘太郎, 藤内直道

    日本生物環境工学会2023年豊橋大会 市民公開シンポジウム  2023.9 

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    Language:Japanese   Presentation type:Public lecture, seminar, tutorial, course, or other speech  

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  • 温室条件下で栽培したエチレン低感受性トマトの収穫時期と果実特性

    Fujiuchi, Naomichi, Naoya, Fukuda, Hiroshi, Ezura

    園芸学会平成29年度秋季大会  2017.9 

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  • 植物⽣体情報による農業⽣産ノウハウDX:愛媛県における⾼糖度ミニトマト⽣産デジタライゼーションと展開

    藤内直道, 高山弘太郎, 熊谷琢磨, 宮内晃, 木森裕規, 木森愛, 永原久嗣, 加納多佳留, 海野博也, 北川寛人

    日本生物環境工学会2023年豊橋大会 OS中⼭間地域における農業のデジタル・トランスフォーメーション(DX)  2023.9 

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  • 温室栽培トマトの生育ならびに果実終了に群落内局所的CO2施用が及ぼす影響

    福田, 直也, 廣木晃人, 藤内直道, 神野響一, 鈴木 誠, 成末義哲, 松倉千昭, 江面 浩

    園芸学会平成29年度秋季大会  2017.9 

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  • レタス幼植物体に含まれるクロロゲン酸含量は根域環境と光周期によって変動する

    福田, 直也, 下村未知瑠, 藤内直道, 吉田英生, 有泉 亨, 江面 浩

    園芸学会平成29年度秋季大会  2017.9 

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  • エチレン低感受性トマトの成育に水ストレスおよび根域制限が及ぼす影響

    Fujiuchi, Naomichi, Naoya, Fukuda, Hiroshi, Ezura

    日本生物環境工学会2017年松山大会  2017.8 

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    Venue:日本 松山  

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  • Deep learning model for monitoring daily tomato plant growth

    Seitaro Toda, Tatsuya Higuchi, Tetsutaka Sakamoto, Takeru Kanoh, Naomichi Fujiuchi, Hiroshige Nishina, Kotaro Takayama

    IX International Symposium on Light in Horticulture 2021  2021.6 

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Industrial property rights

  • 移動装置

    高山 弘太郎, 加納 多佳留, 藤内 直道, 戸田 清太郎, 海野 博也

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    Applicant:国立大学法人 愛媛大学, 国立大学法人 豊橋技術科学大学, PLANT DATA 株式会社

    Application no:特願2022-46421  Date applied:2022.3

    Announcement no:特開2023-140536  Date announced:2023.10

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  • 区分け画像推定装置、区分け画像推定方法、機械学習装置、及び機械学習方法

    福田 直也, アランニャ クラウス デ カステロ, 今倉 暁, 櫻井 鉄也, アベ ミツ テル, 藤内 直道

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    Applicant:国立大学法人 筑波大学

    Application no:特願2021-138004  Date applied:2021.8

    Announcement no:特開2023-032096  Date announced:2023.3

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Works

Awards

  • 日本生物環境工学会論文奨励賞

    2013.9   日本生物環境工学会  

    藤内直道

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Research Projects

  • スピーキング・プラント・アプローチ型環境制御を組み込んだセミクローズド・電化パイプハウスの開発

    2022.9 - 2025.3

    環境省  地域共創・セクター横断型カーボンニュートラル技術開発・実装事業 

    高山弘太郎

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    Authorship:Coinvestigator(s) 

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  • 植物生体情報による農業生産ノウハウDXの確立

    2022.8 - 2025.3

    愛媛県  愛媛県デジタル実装加速化プロジェクト 

    PLANT DATA

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    Authorship:Collaborating Investigator(s) (not designated on Grant-in-Aid) 

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  • In situ-embed sensor for the monitoring of internal mass transfer in plant body

    2022.6 - 2024.3

    Japan Society for the Promotion of Science  Grants-in-Aid for Scientific Research  Grant-in-Aid for Challenging Research (Exploratory)

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    Grant amount:\6370000 ( Direct Cost: \4900000 、 Indirect Cost:\1470000 )

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  • 環境を撹乱せずに植物体あたりの純光合成速度・蒸散速度を計測する手法の開発

    2021.4 - 2024.3

    日本学術振興会  科学研究費助成事業 基盤研究(C)  基盤研究(C)

    藤内 直道

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    Authorship:Principal investigator 

    Grant amount:\4160000 ( Direct Cost: \3200000 、 Indirect Cost:\960000 )

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  • 施設生産のためのカビリスク診断システムの開発

    2020.4 - 2022.3

    文部科学省  科学研究費助成事業  挑戦的研究(萌芽)

    高山弘太郎

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  • トマト苗群落の熱収支および水収支を利用した簡便な乾燥耐性指標定量手法の開発

    2019.4 - 2021.3

    日本学術振興会  科学研究費 若手研究 

    藤内直道

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    Authorship:Principal investigator  Grant type:Competitive

    Grant amount:\4160000 ( Direct Cost: \3200000 、 Indirect Cost:\960000 )

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  • 高付加価値野菜品種ごとに適した栽培条件を作出できるAI-ロボット温室の開発

    2017.8 - 2021.3

    生物系特定産業技術研究支援センター  「知」の集積と活用の場による研究開発モデル事業 

    江面浩

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    Grant type:Competitive

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  • 環境調節によるトマト障害果発生抑制:果実への液流入速度調節の効果に関する研究

    2017.4 - 2019.3

    日本学術振興会  科学研究費 若手研究(B) 

    藤内直道

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    Authorship:Principal investigator  Grant type:Competitive

    Grant amount:\4160000 ( Direct Cost: \3200000 、 Indirect Cost:\960000 )

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  • AIを活用した栽培・労務管理の最適化技術の開発

    2017 - 2021

    農林水産省  人工知能未来農業創造プロジェクト 

    高山弘太郎

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Teaching Experience (On-campus)

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Social Activities

  • Bコース[実習] リアルタイム光合成蒸散モニタリングシステムを用いた植物生体情報計測とデータ活用 第2回(全2回)

    Role(s): Lecturer, Planner

    一般社団法人日本施設園芸協会 令和6年度植物工場人材育成プログラム  愛媛県立農業大学校・オンライン配信  2025.1

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    Type:Seminar, workshop

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  • Bコース[実習] リアルタイム光合成蒸散モニタリングシステムを用いた植物生体情報計測 第1回(全2回)

    Role(s): Lecturer, Planner

    一般社団法人日本施設園芸協会 令和6年度植物工場人材育成プログラム  愛媛県立農業大学校  2025.1

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    Type:Seminar, workshop

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  • 植物工場産官学連携セミナー 施設園芸DXのための栽培ノウハウと植物生体情報活用 第3回(全3回):植物生理生態と計測データに基づいた栽培

    Role(s): Lecturer, Planner

    一般社団法人日本施設園芸協会  令和6年度植物工場人材育成プログラム  愛媛大学農学部・オンライン配信  2024.12

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    Type:Seminar, workshop

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  • 植物工場産官学連携セミナー 施設園芸DXのための栽培ノウハウと植物生体情報活用 第2回(全3回):植物の生育に環境が及ぼす影響

    Role(s): Lecturer, Planner

    一般社団法人日本施設園芸協会  令和6年度植物工場人材育成プログラム  愛媛大学農学部・オンライン配信  2024.10

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    Type:Seminar, workshop

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  • 植物工場産官学連携セミナー 施設園芸DXのための栽培ノウハウと植物生体情報活用 第1回(全3回):年間の植物の生育変化を考慮した栽培管理と環境制御

    Role(s): Lecturer, Planner

    一般社団法人日本施設園芸協会  令和6年度植物工場人材育成プログラム  愛媛大学農学部・オンライン配信  2024.9

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  • Aコース[基礎編] データ駆動型栽培管理のための基礎:暖房の基本

    Role(s): Lecturer

    一般社団法人日本施設園芸協会  令和6年度植物工場人材育成プログラム  オンライン配信  2024.7

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Media Coverage

  • イチゴ光合成最大化へ 愛媛県今治支局産地戦略推進室 監視システム実証始まる Newspaper, magazine

    日本農業新聞  ワイド2(四国)  2025.2

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Academic Activities

  • 日本生物環境工学会2023年豊橋大会

    Role(s): Planning, management, etc.

    2023.9

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  • 日本農業気象学会2023年全国大会

    Role(s): Planning, management, etc., Panel moderator, session chair, etc.

    2023.3

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  • 日本農業気象学会中国四国支部大会

    Role(s): Planning, management, etc., Panel moderator, session chair, etc.

    2021.12

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  • The 2nd Asian Conference for Plant Made Pharmaceuticals (PMPAsia2021)

    Role(s): Planning, management, etc., Panel moderator, session chair, etc.

    2021.11

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  • 日本生物環境工学会オンライン次世代研究発表会

    Role(s): Planning, management, etc., Panel moderator, session chair, etc.

    2021.11

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  • 日本生物環境工学会オンライン合同支部大会

    Role(s): Planning, management, etc., Panel moderator, session chair, etc.

    2020.12

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