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Development of Dynamic Model for Predicting Growth and Yield of Rice

Research Project

Project/Area Number 03404007
Research Category

Grant-in-Aid for General Scientific Research (A)

Allocation TypeSingle-year Grants
Research Field 作物
Research InstitutionKYOTO UNIVERSITY

Principal Investigator

HORIE Takeshi  Kyoto Univ., Agriculture, Professor, 農学部, 教授 (90181528)

Co-Investigator(Kenkyū-buntansha) MATSUI Tsutomu  Kyoto Univ., Agriculture, Assistant professor, 農学部, 助手 (70238939)
NAKAGAWA Hiroshi  Kyoto Univ., Agriculture, Assistant professor, 農学部, 助手 (90207738)
OHNISHI Masao  Kyoto Univ., Agriculture, Assistant professor, 農学部, 助手 (80185339)
INOUE Naoto  Kyoto Univ., Agriculture, Lecturer, 農学部, 講師 (80232544)
Project Period (FY) 1991 – 1994
Project Status Completed (Fiscal Year 1994)
Budget Amount *help
¥26,200,000 (Direct Cost: ¥26,200,000)
Fiscal Year 1994: ¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 1993: ¥2,400,000 (Direct Cost: ¥2,400,000)
Fiscal Year 1992: ¥6,600,000 (Direct Cost: ¥6,600,000)
Fiscal Year 1991: ¥15,200,000 (Direct Cost: ¥15,200,000)
KeywordsRice / Growth and yield / Weather / Prediction / Model / Nitrogen / Photosynthesis / Organ formation / 生長 / 収量 / 葉面積 / 発育 / 頴花数 / 水温 / 生長予測 / 発育予測 / 非構造性炭水化物 / メツシュ気候情報
Research Abstract

1. Model development for simulating rice-weather relations
A dynamic simulation model for rice-weather relations (SIMRIW) was developed by integrating knowledge and experimental data on processes of rice development, dry matter production and yield formation. The SIMRIW satisfactory explained the locational and yearly variations of rice growth and yield in the U.S.A.and Japan. It also explained growth and yield formation dynamics observed at International Rice Research Institute (IRRI) in Philippines based on daily weather.
The SIMRIW has been distributed over major rice research institutes in the world through IRRI for the validation and improvement at each site.
2. Synthesis of the model for evaluating nitrogen (N) effect on rice growth
In order to incorporate. N factor into SIMRIW,a analysis was made on data including those from comparative rice cultivation experiments among Kyoto, Nagano and Yanco in Australia. Based on these data, model for estimating soil N mineralization rate and one for evaluating N effect on leaf area development, on dry matter production and on organ formation processes has been synthesized and validated.

Report

(5 results)
  • 1994 Annual Research Report   Final Research Report Summary
  • 1993 Annual Research Report
  • 1992 Annual Research Report
  • 1991 Annual Research Report
  • Research Products

    (75 results)

All Other

All Publications (75 results)

  • [Publications] Hasegawa,T: "Improvement of yielding ability in Japonica rice cultivars and its impact on regional yield increase in Kinki district,Japan." Agricultural Systems. 35. 173-187 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] T.Horie: "Model analysis of the effect of climatic variation of rice in Japan." Proc.of the Symposium on the Climatic Variation and Change:Implications for Agriculture in the Pacific Lim. University of California Davis,USA. 159-168 (1991)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Horie,T: "Yield forecasting." Agricultural Systems. 40. 211-236 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 堀江 武: "農業における気候資源の活用方向.東北農業における気候資源の活用とその展開方向." 日本農業気象学会. 1-8 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 堀江 武: "温室効果による気象変動と作物生産への影響." 日本作物学会シンポジウム資料集,広がる地球環境問題と作物学. 233-238 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 須藤 健一: "水稲発育動態予測モデルによる酒米品種「山田錦」の出穂期予測." 近畿作物育種研究. 37. 12-15 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 俣野 敏子: "水稲多収穫栽培の実態(I)" 信州大学農学部農場報告. 6. 137-145 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 俣野 敏子: "水稲多収穫栽培の実態(II)" 信州大学農学部農場報告. 6. 147-153 (1992)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Horie,T: "Predicting the effects of climatic variation and elevated CO_2 on rice yield in Japan" J.Agr.Met.48(5). 567-574 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Nakagawa,H: "Effects of elevated CO_2 concentration and high temperature on the growth and development of rice" J.Agr.Met.48(5). 799-802 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 上地 由朗: "水稲の下位節間に及ぼす窒素と稈基部光環境の影響" 日本作物学会紀事. 164-171 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Amano,T: "Case studies on highyields of paddy rice in Jiangsu Province, China. I. Characteristics of Grain Production" Japanese Journal of Crop Science. 62(2). 267-274 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Amano,T: "Case studies on high yields of paddy rice in Jiangsu Province,China. II. Analysis of Characters Related to Lodging" Japanese Journal of Crop Science.62(2). 275-281 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Horie,T: "The effects of increased CO_2 concentration and temperature on rice yield:Expirement and simulation" Proc.of the Third Symposium on the Impact of Climatic Change on Agricultural Production in the Pacific Rim. Central Weather Bureau,Ministry of Transprotion and Communications of R.O.C. 117-130 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Nakagawa,H: "A prediction system of rice development stage for crop management." Proc.1st Asian Crop Science Conference: Low-Input Sustainable Crop Production Systems in Asia, KSCS, Korea. 234-249 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Kim, H.Y: "Effects of elevated CO_2 concentration and high temperature on growth and nitrogen use effiency of rice." Proc.1st Asian Crop Science Conference: Crop Production and Improvement Technology in Asia, KSCS, Korea. 243-249 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 塚口 直史: "水稲の登熟期乾物動態からみた粗玄米収量の品種間差異の解析" 近畿作物育種研究. 38. 27-30 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Ohnishi,M: "A comparison of the growth and yield of Japanese and Australian rice cultivars at Yanco in Australia" Rep.Soc.Crop Sci.Breed.,Kinki. 38. 31-33 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 和田 晋征: "高温・高CO_2濃度環境下のイネの水利用効率" 近畿作物育種研究. 38. 49-50 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 小林 和広: "水稲の穎花ならびに枝梗分化に及ぼす生殖生長期の体内窒素の影響" 日本作物学会紀事. 63. 193-199 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Hasegawa,T: "A simplified model for estimating nitrogen mineralization in paddy soil" Japanese Journal of Crop Science. 63. 494-501 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] 三輪 素康: "水稲品種コシヒカリの安定多収.1.多収栽培の成立要因の解析" 信州大学農学部紀要. 31. 1-9 (1994)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 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" 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
      1994 Final Research Report Summary
  • [Publications] Horie,T: "Yield forecasting. Systems Approaches for Agricultural Development.(Ten,P.S.and F.W.T.Penning de Vries,eds.)" Elsevier Applied Science,London,26 (1993)

    • Description
      「研究成果報告書概要(和文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Horie,T: "Crop Ontogeny and Development. 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
      1994 Final Research Report Summary
  • [Publications] Hasegawa, T.: "Improvement of yielding ability in Japonica rice cultivars and its impact on regional vield increase in Kinki district, Japan" Agricultural Systems. 35. 173-187 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] T.Horie: "Model analysis of the effect of climatic variation of rice yield in Japan" Proc.of the Symposium on the Climatic Variation and Change : Implications for Agriculture in the Pacific Lim. University of California Davis, USA.159-168 (1991)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Horie, T.: "Yield forecasting" Agricultural Systems. 40. 211-236 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Kenichi, S.: "Prediction of Heading Time of Rice Varietv "YAMADANISHIKI" Using Prediction Model of Rice Development Process" Report of the Society of Crop Science and Breeding in Kinki, Japan. 37. 12-15 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Matano, T.: "Studies on the High Yielding Culture of Paddy rice (I)" Bulletin of The Research Farm. Faculty of Agriculture, Shinshu University. 6. 137-145 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Matano, T.: "Studies on the High Yielding Culture of Paddy Rice (II)" Bulletin of The Research Farm, Faculty of Aguriculture, Shinshu University. 6. 147-153 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Horie, T: "Predicting the effects of climatic variation and elevated CO_2 on rice yield in Japan" J.Agr.Met.48 (5). 567-574 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Nakagawa, H.: "Effects of elevated CO_2 concentration and high temperature on the growth and development of rice" J.Agr.Met.48 (5). 799-802 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Kamiji, Y.: "Influences of Nitrogen Nutrient and Solar Radiation in the Canopy on Length of Lower Internodes of Rice" Jpn.J.Crop Sci.62 (2). 164-171 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Amano, T.: "Case studies on high yields of paddy rice in Jiangsu Province, China. I.Characteristics of Grain Production" Jpn.J.Crop Sci.62 (2). 267-274 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Amano, T.: "Case studies on high yields of paddy rice in Jiangsu Province, China, II.Analysis of Characters Related to Lodging." Jpn.J.Crop Sci.62 (2). 275-281 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Horie, T.: "The effects of increased CO_2 concentration and temperature on rice yield : Experiment and simulation" Proc.of the Third Symposium on the Impact of Climatic Change on Agricultural Production in the Pacific Rim. Central Weather Bureau, Ministry of Transprotion and Communications of R.O.C. 117-130 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Nakagawa, H.: "A prediction system of rice development stage for crop management." Proc.1st Asian Crop Science Conference : Low-Input Sustainable Crop Production Systems in Asia, KSCS,Korea. 243-249 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Kim, H.Y.: "Effects of elevated CO_2 concentration and high temperature on growth and nitrogen use effiency of rice" Proc.1st Asian Crop Science Conference : Crop Producion and Improvement Technology in Asia, KSCS,Korea. 243-249 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Tsukaguchi, T.: "Cultivar Difference in Grain Filling Rate of Rice in Relation to Dry Matter Dynamics" Report of the Society of Crop Science and Breeding in Kinki, Japan. 38. 27-30 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Ohnishi, M.: "A comparison of the growth and yield of Japanese and Australian rice cultivars at Yanco in Australia" Rep.Soc.Crop Sci.Breed., Kinki. 38. 31-33 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Wada, K.: "Effects of Elevated CO_2 Concentration and High Temperature on Water Use efficiency of Rice" Report of the Society of Crop Science and Breeding in Kinki, Japan. 38. 49-50 (1993)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Kobayashi, K.: "The Effect of Plant Nitrogen Condition during Reproductive stage on the Differentiation of Spikelets and Rachis-Branches in Rice" Jpn.J.Crop Sci.63 (2). 193-199 (1994)

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

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Miwa, M.: "Stable Yielding Culture of Paddy Rice Variety "Koshihikari" 1. Analysys of factors determining high yield" Journal of the Faculty of Agriculture, Shinshu University. 31 (1). 1-9 (1994)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Horie, T.: "Use of climatic resources for agriculture, In : Strategies for use of climatic resources for agriculture in Tohku, Japan" Soc.Agric.Meteor., Japan. (in Japanese). 1-8 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [Publications] Horie, T.: "Greenhouse effects, Climatic variation and crop production" Proc.of Symp.of Crop Sci.Soc., Japan : Expansion of global environment problems and tasks for crop science. 233-238 (1992)

    • Description
      「研究成果報告書概要(欧文)」より
    • Related Report
      1994 Final Research Report Summary
  • [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気候" 日本作物学会記事. 63別2. 81-82 (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] 塚口直史: "水稲の登熟支配要因とその品種間差異に関する研究 第1報" 日本作物学会紀事. 63別1. 156-57 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] 小林和広: "水稲の頴花ならびに枝梗分化に及ぼす生殖生長期の体内窒素の影響" 日本作物学会紀事. 63. 193-199 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Toshihiro,Hasegawa: "A simplified model for estimating nitrogen mineralization in paddy soil" Japanese J.Crop Science. 63. 496-501 (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] Takeshi,HORIE: "Crop Ontogeny and Development.In Physilolgy and Detemination of Crop Yield" American Society of Agronomy, 27 (1994)

    • Related Report
      1994 Annual Research Report
  • [Publications] Takeshi,HORIE: "Predicting the effects of climatic variation and elevated CO_2 on rice yield in Japan" J.Agricultural Meteorology. 48. 567-574 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] Takeshi,HORIE: "The effect of increased CO_2 concentration and temperature on rice yield:Experiment and Simulation" Proc.Third Symposium on the impact of climatic change on agriculture in the Pacific Rim. 2. 117-130 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] Hiroshi,NAKAGAWA: "A prediction system of rice development stage for the crop management" Proc.First Asian Crop Science Conference. 1. 243-249 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] Masao,OHNISHI: "A comparison of the growth and yield of Japanese and Australian rice cultivars at Yanco in Australia" Pep.Soc.Crop Sci.Breed,Kinki. 38. 31-33 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 上地由朗: "水稲の下位節間長に及ぼす窒素と稈基部光循環の影響" 日本作物学会誌. 62. 164-171 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 塚口直史: "水稲の登熟期乾物動態からみた粗玄米収量の品種間差異の解析" 近畿作物研究. 38. 27-30 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] Takeshi,HORIE: "Systems Approaches for Agricultural Development" Elsevier Applied Science,London, 309 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] 堀江武: "植物生産学概論" 文永堂出版, 275 (1993)

    • Related Report
      1993 Annual Research Report
  • [Publications] Taleshi,HORIE: "Yield Forecasting" Agricultural systems. 40. 211-236 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 堀江 武: "温室効果による気候変動と作物生産への影響" 農業および園芸. 68. 258-263 (1993)

    • Related Report
      1992 Annual Research Report
  • [Publications] 須藤 健一: "水稲発育動態モデルによる酒米品種「山田錦」の出穂期予測" 近畿作物育種研究. 37. 12-15 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 俣野 敏子: "水稲多収穫栽培の実態" 信州大学農学部農場報告. No.6. 137-153 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 長谷川 利拡: "水稲の生育・生産過程におよぼす窒素栄養の影響に関する研究(4)葉身の窒素レベルと光合成速度" 日本作物学会紀事. 61(別2). 25-26 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 小林 和広: "水稲の頴花退化過程に根の活性が関与している可能性について" 日本作物学会紀事. 61(別1). 250-251 (1992)

    • Related Report
      1992 Annual Research Report
  • [Publications] 中川 博視・堀江 武: "イネの発育過程のモデル化と予測に関する研究(9)止葉葉身長と穂長の相対生長関係について" 日本作物学会紀事. 60,別(1). 270-271 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 中川 博視,堀江 武: "イネの発育過程のモデル化と予測に関する研究(10)葉齢増加と主稈葉数の気象的予測モデル" 日本作物学会紀事. 60,別(1). 272-273 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 小林 和広,堀江 武: "栽培条件の異なる水稲の分化頴花数に及ぼす体内窒素の影響" 日本作物学会紀事. 60,別(2). 3-4 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 小林 和広,堀江 武: "水稲の技梗分化過程と体内窒素条件との関係" 日本作物学会紀事. 60,別(2). 5-6 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 須藤 健一,池上 勝,中川 博視,堀江 武: "兵庫県における酒米品種「山田錦」の地域別発育ステ-ジ予測システムの開発" 日本作物学会紀事. 60,別(2). 21-22 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] 土屋 英男,堀江 武,市橋 秀樹: "水稲群落の光合成に及ぼす葉身傾斜角のモデル解析3,光ー光合成曲線の立ち上り角度と光飽和値の差異及び下位葉の光合成速度の低下が理想型,逆理想型草姿に及ぼす影響" 日本作物学会紀事. 60,別(2). 167-168 (1991)

    • Related Report
      1991 Annual Research Report
  • [Publications] Takeshi.HORIE: "Climatic Variations and Change:Implications for Agriculture in The Pacific Rim" Shu Geng and Casey Walsh Cady(eds)University of California,Davis, 245 (1991)

    • Related Report
      1991 Annual Research Report

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Published: 1991-04-01   Modified: 2016-04-21  

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