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Development of Wide-Scale Monitor and Prediction Systems for Rice Growth and Yield

Research Project

Project/Area Number 06556003
Research Category

Grant-in-Aid for Scientific Research (A)

Allocation TypeSingle-year Grants
Section試験
Research Field 作物学
Research InstitutionKYOTO UNIVERSITY

Principal Investigator

HORIE Takeshi  Kyoto University, Faculty of Agriculture, Professor, 農学部, 教授 (90181528)

Co-Investigator(Kenkyū-buntansha) INOUE Yoshio  National Institute of Agro-Environmental Sciences, Department of Environment Man, 環境資源部, 研究室長
SEINO Hiroshi  National Institute of Agro-Environmental Sciences, Department of Environment Res, 環境管理部, 科長
NAKAGAWA Hiroshi  Kyoto University, Faculty of Agriculture, Instructor, 農学部, 助手 (90207738)
OHNISHI Hiroshi  Kyoto University, Faculty of Agriculture, Instructor, 農学部, 助手 (80185339)
INAMURA Tatsuya  Kyoto University, Faculty of Agriculture, Lecturer, 農学部, 講師 (00263129)
須藤 健一  兵庫県中央農業技術センター, 主任研究員
佐々木 忠勝  岩手県農業試験場, 県南分場, 分場長
Project Period (FY) 1994 – 1996
Project Status Completed (Fiscal Year 1996)
Budget Amount *help
¥15,500,000 (Direct Cost: ¥15,500,000)
Fiscal Year 1996: ¥1,700,000 (Direct Cost: ¥1,700,000)
Fiscal Year 1995: ¥4,500,000 (Direct Cost: ¥4,500,000)
Fiscal Year 1994: ¥9,300,000 (Direct Cost: ¥9,300,000)
KeywordsRice / Growth prediction / Model / Monitor / Remote sensing / Mesh weather information / Wide scale prediction / Temperature stress / 生育予測モデル / 窒素 / 生長予測 / モニタリング / メッシュ気候 / 障害不稔 / 窒素栄養 / 広域
Research Abstract

1.Synthesis of Dynamic Model for Predicting Rice Growth and Development
A dynamic simulation model was developed for predicting rice development stage, dry matter production and leaf area based on daily air temperature and solar radiation, and plant nitrogent (N) content. The model satisfactorily explained growth and development of rice grown under widely different conditions in environments and N managements. Also, a model has been synthesized for specifically predicting spikelet fertility in relation to high and cool temperature stress during the reproductive stage.
2.Development of Wide-Scale Prediction System for Rice Development
By combining rice growth simulation model with mesh weather information system, we developed a wide-scale prediction system for phenological development of rice. Application of this system for regional rice development in Hyogo and Fukui prefectures showed that this system reasonably explains important phenological stages of rice, such as dates of heading and meturity, in each mesh of 1km by 1km size in the region.
3.Development of Rice Growth Monitoring System by Combining Remote Sensing and Growth Model
We found that solar radiation interception rate of rice canopy can be estimated with a high accuracy based on remote sensing of 550 and 850 nm refrected radiation from rice canopy. By incorporating the solar radiation interception rate into rice growth simulation model, we developed a system for dynamic monitor and prediction of rice growth. This system gave a reasonable estimate of biomass production of rice observed under widely different environment conditions.

Report

(4 results)
  • 1996 Annual Research Report   Final Research Report Summary
  • 1995 Annual Research Report
  • 1994 Annual Research Report
  • Research Products

    (49 results)

All Other

All Publications (49 results)

  • [Publications] Hasegawa Toshihiro: "A simplified model for eatimating nitrogen mineralization in paddy soil" Japanese Journal of Crop Science. 63. 496-501 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Inoue Yoshio: "Remote and real-time sensing of canopy transpiration and conductance" Japanese Journal of Crop Science. 63. 664-670 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Hasegawa Toshihiro: "Responses of spikelet number to plant nitrogen concentration and dry weight in paddy rice" Agronomy Journal. 86. 673-676 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Horie Takeshi: "Physiological characteristics of high yielding rice inferred from crosslocation experiments" Proc. of International Conference on Temperate Rice-Achievements and Potential-. 2. 635-650 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Angus, J. F.: "A preliminary study to predict net nitrogen mineralization in a flooded rice soil using anaerobic incubation" Australian J. of Exp. Agric.34. 995-999 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Horie Takeshi: "Temperature gradient chamber for research on global environment change III. A system designed for rice in Kyoto, Japan" Plant Cell Environ.18. 1064-1069 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 中川博視: "イネの発育過程のモデル化と予測に関する研究.第2報 幼穂の分化発達過程の気象的予測モデル" 日本作物学会紀事. 64. 33-42 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 清野豁: "気候温暖化が我が国の穀物生産に及ぼす影響" 農業気象. 51. 131-138 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 堀口直史: "水稲の登熱に及ぼす登熱初期の非構造性炭水化物の影響" 日本作物学会紀事. 65. 445-452 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Inoue Kenichi: "Diagnosis of the drought injury of rice using thermal image analysis" Corp Research in Asia : Achievements and Perspective (R. Ishii & T. Horie eds.). 700-701 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Ohnishi Masao: "Simulating rice leaf area development and dry matter reoduction in relation to plant N and weather" Applications of System Approaches at the Field Level. 2. 271-284 (1996)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] 須藤健一: "メッシュ気象データの水稲生育診断への適用と今後の課題" 日本作物学会紀事. 66. 139-144 (1997)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Horie Takeshi: "Physiology and Determination of Crop Yield (Boote, K. J. et al. eds.)" American Society of Agronomy, 28 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Horie Takeshi: "Modelling the Impact of Climate Change on Rice in Asia (Matthews, R. B. et al. eds.)" CAB International, 16 (1995)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Hasegawa, T.and T.Horie: "A simplified model for estimating nitrogen mineralization in paddy soil" Jpn.J.Crop Sci.63. 496-501 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Inoue, Y., T.Sakuratani, M.Shibayama and S.Morinaga: "Remote and real-time sensing of canopy transpiration and conductance - Comparison of remote and stem flow gauge methods in soybean canopies as affected by soil water status -" Jpn.J.Crop Sci.63. 664-670 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Hasegawa, T., Y.Koroda, N.G.Seligman and T.Horie: "Responses of spikelet number to plant nitrogen concentration and dry weight in paddy rice" Agronomy J.86. 673-676 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Horie, T., M.Ohnishi, J.F.Augus, L.G.Lewin & T.Matano: "Physiological characteristics of high yielding rice inferred from cross-location experiments" Proc.of International Conference on Temperate Rice. Vol.2. 635-650 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Horie, T.: "Crop Ontogeny and Development" Physiology and Determination of Crop Yield, p.153-180, American Society of Agronomy. (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Angus, J.F., M.Ohnishi, T.Horie & R.L.Williams: "A preliminary study to predict net nitrogen mineralization in a flooded rice soil using anaerobic incubation" Australian J.of Exp.Agric.34. 995-999 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Horie, T., H.Nakagawa, J.Nakano, K.Hamotani and H.Y.Kim: "Temperature gradient chamber for research on global environment change. III.A system designed for rice in Kyoto, Japan" Plant Cell Environ.18. 1064-1069 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Nakagawa, H.and T.Horie: "Modelling and prediction of devel opmental process in rice. II.A model for simulating panicle development based on daily photoperiod and temperature" Jpn.J.Crop Sci.64. 33-42 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Seino, H.: "The impacts of climatic warming on cereal crop production in Japan" J.Agric.Meteorol. 51. 131-138 (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Horie, T., H.Nakagawa, H.G.S.Centeno, M.Kropff: "The rice crop simulation model SIMRIW and its testing" Modelling the Impact of Climate Change on Rice in Asia, p.51-66, CAB International, Oxon, UK. (1995)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Tsukaguchi, T., T.Horie and M.Ohnishi: "Filling percentage of rice spikelets as affected by availability of nonstructural carbohydrates at the initial phase of grain filling" Jpn.J.Crop Sci.65. 445-452 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Inoue, K., T.Hayashi and T.Ojima: "Diagnosis of the drought injury of rice using thermal image analysis" Crop Research in Asia : Achievements and Perspective (R.Ishii & T.Horie eds.). 700-701 (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Ohnishi, M., T.Horie & Y.Koroda: "Simulating rice leaf area development and dry matter production in relation to plant N and weather" Applications of System Approaches at the Field Level. Vol2., p.271-284, Kluwer Academic Publishers, London. (1996)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] Sudo, K.: "Application of mesh-weather data to diagnosis of the rice crop and their challenges" Jpn.J.Crop Sci.66. 139-144 (1997)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1996 Final Research Report Summary
  • [Publications] OHNISHI,Masao: "Radiation use efficiency of high-yielding rice in relation to nitrogen uptake pattern" Crop Research in Asia : Achievements and Perspective. 183-186 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] OHNISHI,Masao: "Simulation rice leaf area development and dry matter production in relation to plant N and weather" Applications of System Approaches at the Field Level. 2. 271-284 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] HASEGAWA,Toshihiro: "Leaf nitrogen plant age and crop dry matter production in rice" Field Crops Research. 18. 93-106 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] HASEGAWA,Toshihiro: "Rice leaf phtosynthesis as a function of nitrogen content and crop developmental stage" 日作紀. 65(3). 553-554 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] INOUE,Yoshio: "A simplified method for remote sensing of daily canopy transpiration" International J.Remote Sens.18. 139-195 (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] 須藤健一: "メッシュ気象データの水稲生育診断への適応と今後の課題" 日作紀. 66(1). 139-144 (1997)

    • Related Report
      1996 Annual Research Report
  • [Publications] HORIE,Takeshi: "Climate Change and Plants in East Asia" Springer-Verlag,Tokyo, 215 (1996)

    • Related Report
      1996 Annual Research Report
  • [Publications] Horie Takeshi: "Temperature gradient chamber for research on global environment change. III. A system designed for rice in Kyoto, Japan" Plant Cell and Environment. 18. 1064-1069 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Horie Takeshi: "The rice crop simulation model SIMRIW and its testing" CAB International. Modelling the impact of climate on rice in Asia(289 P.). 51-66 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Angus, J. F.: "A preliminary study to predict net nitrogen mincralization in flooded rice soil using anaerobic incubation" Australian J. of Exp. Agric.34. 1064-1069 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Nakagawa Hiroshi: "Environmental factors affecting rice responses to elevated carbon dioxide concentrations" International Rice Rescarch Notes. 19. 45-46 (1994)

    • Related Report
      1995 Annual Research Report
  • [Publications] 中川 博視: "イネの発育過程のモデル化と予測に関する研究・第2報・幼穂の分化・発達過程の気象的予測モデル" 日本作物学会紀事. 64. 33-42 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 清野 豁: "気候温暖化が我が国の穀物生産に及ぼす影響" 農業気象. 51. 131-138 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 井上 吉雄: "電磁波計測による作物診断情報の遠隔評価法" 農業技術. 50. 414-418 (1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] Inoue Yoshio: "Estimating biomass, LAI, and photosynthetic capacity of rice canopies based on radiometry" Proc. 2nd Asian Crrop Sci. Conf.(1995)

    • Related Report
      1995 Annual Research Report
  • [Publications] 井上 吉雄: "遠隔分光計測と簡易機構モデルに基づく固体群のポテンシャル、蒸散量、実蒸散量及び水ストレスの評価" 日本作物学会紀事. 63別2. 81-82 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 大西 政夫: "品種、地域間比較栽培試験に基づく水稲の生育特性と多収機構" 日本作物学会紀事. 63別2. 49-50 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 長谷川 利拡: "水稲の生育・生産過程に及ぼす窒素栄養の影響に関するシステム解析" 日本作物学会紀事. 63別2. 89-90 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 堀江 武: "水稲生産に及ぼす高温・高CO_2濃度環境の影響予測モデル" 気候変化影響研究会講演論文集 地球温暖化の農業生産および植生に与える影響. 1. 40-47 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 中川 博視: "イネの発育過程のモデル化と予測に関する研究" 日本作物学会紀事. 64. 33-42 (1995)

    • Related Report
      1994 Annual Research Report
  • [Publications] Inoue Yoshio: "Remote and Real Time Sensing of Canopy Transpiration and Conductance" Japanese Journal of Crop Science. 63. 664-670 (1994)

    • Related Report
      1994 Annual Research Report

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Published: 1994-04-01   Modified: 2016-04-21  

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