{"@context":{"@vocab":"https://cir.nii.ac.jp/schema/1.0/","rdfs":"http://www.w3.org/2000/01/rdf-schema#","dc":"http://purl.org/dc/elements/1.1/","dcterms":"http://purl.org/dc/terms/","foaf":"http://xmlns.com/foaf/0.1/","prism":"http://prismstandard.org/namespaces/basic/2.0/","cinii":"http://ci.nii.ac.jp/ns/1.0/","datacite":"https://schema.datacite.org/meta/kernel-4/","ndl":"http://ndl.go.jp/dcndl/terms/","jpcoar":"https://github.com/JPCOAR/schema/blob/master/2.0/"},"@id":"https://cir.nii.ac.jp/crid/1390001204282998528.json","@type":"Article","productIdentifier":[{"identifier":{"@type":"DOI","@value":"10.1626/jcs.59.687"}},{"identifier":{"@type":"NDL_BIB_ID","@value":"3695757"}},{"identifier":{"@type":"URI","@value":"http://id.ndl.go.jp/bib/3695757"}},{"identifier":{"@type":"URI","@value":"https://ndlsearch.ndl.go.jp/books/R000000004-I3695757"}},{"identifier":{"@type":"URI","@value":"http://www.jstage.jst.go.jp/article/jcs1927/59/4/59_4_687/_pdf"}},{"identifier":{"@type":"NAID","@value":"110001732425"}}],"dc:title":[{"@language":"en","@value":"Modelling and prediction of developmental process in rice. I. Structure and method of parameter estimation of a model for simulating developmental process toward heading."},{"@value":"イネの発育過程のモデル化と予測に関する研究　第１報　モデルの基本構造とパラメータの推定法および出穂予測への適用"},{"@language":"ja-Kana","@value":"イネ ノ ハツイク カテイ ノ モデルカ ト ヨソク ニ カンスル ケンキュウ"}],"dc:language":"ja","description":[{"type":"abstract","notation":[{"@language":"en","@value":"Rice developmental stage is quantified by a continuous variable termed developmental index, DVI, of which value at the emergence is detined to be 0 and at the heading to be 1.0. The value of DVI at any moment between these two boundary stages can be given by integrating the developmental rate, DVR, with respect to time, in a similar way as de Wit et al. (1970) applied. We propose the following equation for DVR of rice as a function of daily mean temperature T and day length L, [numerical formula] where G is a minimum number of days required for heading of a given cultivar; T<SUB>h</SUB> is the temperature at which DVR is the half of the maximum under a given day length; L<SUB>c</SUB> is the critical day length for development; DVI<SUP>*</SUP> is the value of DVI at which the crop becomes sensitive to photoperiod; A and B are the parameters. By utilizing the Simplex method, a least square regression method for non-linear functions, the values of these parameters can be estimated from experimental data sets on rice phenology and the environments obtained under field conditions. The model explained heading dates of Nipponbare rice grown under 35 different conditions with S.E.= 3.6 days, while the traditional effective degree day model explained the same data with S.E.= 6.5 days."},{"@value":"イネの幼穂分化, 出穂および成熟などの発育ステージを環境要因の経過から予測するモデルの基本構造とパラメータの推定法を提案し, その考え方のもとに出穂期の気象的予測モデルを導き, 水稲品種日本晴に適用した。本モデルでは, de Witらの発育速度の慨念を適用して, 出芽後n日目の発育指数 (Developmental Index, DVI) はその間の発育速度 (Developmental Rate, DVR) を積算したものとして与える。さらに出芽時のDVIを0, そして出穂時のそれを1と定めることによって, 出芽から出穂に到る発育過程をDVI=0～1の間の連続的な数値として表すことができる。このようなDVIの制約条件下で, DVRと気温および日長との関係を与える数式を導き, かつそのパラメータを, 筑波と京都での日本晴の作期移動試験および人工気象室実験から得られた出穂日のデータを用いて, シンプレックス法によって決定した。得られたパラメータの値から, 日本晴の出芽から出穂までの最小日数 (基本栄養生長性) は51.4日, 限界日長は15.6時間, 発育の最低温度は12～13℃, 同最適温度は30～32℃, そして日長に感応し始める時期はDVI=0.20と推定された。本モデルによる出穂データの推定精度は標準誤差で3.6日であったが, 従来の有効積算温度法によるそれは6.5日であった。したがって, 本報のモデルは従来の方法に比較して高い予測精度を得ることが可能と考えられる。"}],"abstractLicenseFlag":"disallow"}],"creator":[{"@id":"https://cir.nii.ac.jp/crid/1030003658362793476","@type":"Researcher","personIdentifier":[{"@type":"KAKEN_RESEARCHERS","@value":"90181528"},{"@type":"NRID","@value":"1000090181528"},{"@type":"NDL_AUTHOR_ID","@value":"00384722"},{"@type":"NRID","@value":"9000003032037"},{"@type":"NRID","@value":"9000020420927"},{"@type":"NRID","@value":"9000283735781"},{"@type":"NRID","@value":"9000253548609"},{"@type":"NRID","@value":"9000254115042"},{"@type":"NRID","@value":"9000254115162"},{"@type":"NRID","@value":"9000258465443"},{"@type":"NRID","@value":"9000258466841"},{"@type":"NRID","@value":"9000008926430"},{"@type":"NRID","@value":"9000254535111"},{"@type":"NRID","@value":"9000252896850"},{"@type":"NRID","@value":"9000253549066"},{"@type":"NRID","@value":"9000402909007"},{"@type":"NRID","@value":"9000257887230"},{"@type":"NRID","@value":"9000008500955"},{"@type":"NRID","@value":"9000008495077"},{"@type":"NRID","@value":"9000008500783"},{"@type":"NRID","@value":"9000020444528"},{"@type":"NRID","@value":"9000283735726"},{"@type":"NRID","@value":"9000283735626"},{"@type":"NRID","@value":"9000253548693"},{"@type":"NRID","@value":"9000253549123"},{"@type":"NRID","@value":"9000253550119"},{"@type":"NRID","@value":"9000010235077"},{"@type":"NRID","@value":"9000254536123"},{"@type":"NRID","@value":"9000254244899"},{"@type":"NRID","@value":"9000241682880"},{"@type":"NRID","@value":"9000254535805"},{"@type":"NRID","@value":"9000006114092"},{"@type":"NRID","@value":"9000020243459"},{"@type":"NRID","@value":"9000254532474"},{"@type":"NRID","@value":"9000252896811"},{"@type":"NRID","@value":"9000253548661"},{"@type":"NRID","@value":"9000253548979"},{"@type":"NRID","@value":"9000009201627"},{"@type":"NRID","@value":"9000020137564"},{"@type":"NRID","@value":"9000283735721"},{"@type":"NRID","@value":"9000283885525"},{"@type":"NRID","@value":"9000010423058"},{"@type":"NRID","@value":"9000020242488"},{"@type":"NRID","@value":"9000020029739"},{"@type":"NRID","@value":"9000004136817"},{"@type":"NRID","@value":"9000253548649"},{"@type":"NRID","@value":"9000020209241"},{"@type":"NRID","@value":"9000253549082"},{"@type":"NRID","@value":"9000356616200"},{"@type":"NRID","@value":"9000020388016"},{"@type":"NRID","@value":"9000283736136"},{"@type":"NRID","@value":"9000283736141"},{"@type":"NRID","@value":"9000283735706"},{"@type":"NRID","@value":"9000283735712"},{"@type":"NRID","@value":"9000254244239"},{"@type":"NRID","@value":"9000258046696"},{"@type":"NRID","@value":"9000256098132"},{"@type":"NRID","@value":"9000254535458"},{"@type":"NRID","@value":"9000020100363"},{"@type":"NRID","@value":"9000283624279"},{"@type":"NRID","@value":"9000241756268"},{"@type":"NRID","@value":"9000283735620"},{"@type":"NRID","@value":"9000283735732"},{"@type":"NRID","@value":"9000253549509"},{"@type":"NRID","@value":"9000253549435"},{"@type":"NRID","@value":"9000283419135"},{"@type":"NRID","@value":"9000009469397"},{"@type":"NRID","@value":"9000254534673"},{"@type":"NRID","@value":"9000254114969"},{"@type":"NRID","@value":"9000006158029"},{"@type":"NRID","@value":"9000253548752"},{"@type":"NRID","@value":"9000009371929"},{"@type":"NRID","@value":"9000281375092"},{"@type":"NRID","@value":"9000254535773"},{"@type":"NRID","@value":"9000252896927"},{"@type":"NRID","@value":"9000252896943"},{"@type":"NRID","@value":"9000254718413"},{"@type":"NRID","@value":"9000015344978"},{"@type":"NRID","@value":"9000256842792"},{"@type":"NRID","@value":"9000254114953"},{"@type":"NRID","@value":"9000003034355"},{"@type":"NRID","@value":"9000020275310"},{"@type":"NRID","@value":"9000318137342"},{"@type":"NRID","@value":"9000283737871"},{"@type":"NRID","@value":"9000003611053"},{"@type":"NRID","@value":"9000003613209"},{"@type":"RESEARCHMAP","@value":"https://researchmap.jp/read0013010"}],"foaf:name":[{"@language":"en","@value":"HORIE Takeshi"},{"@language":"ja","@value":"堀江 武"}]},{"@id":"https://cir.nii.ac.jp/crid/1410001204282998528","@type":"Researcher","foaf:name":[{"@language":"en","@value":"NAKAGAWA Hiroshi"},{"@language":"ja","@value":"中川 博視"}]}],"publication":{"publicationIdentifier":[{"@type":"PISSN","@value":"00111848"},{"@type":"EISSN","@value":"13490990"},{"@type":"NDL_BIB_ID","@value":"000000018443"},{"@type":"ISSN","@value":"00111848"},{"@type":"LISSN","@value":"00111848"},{"@type":"PISSN","@value":"http://id.crossref.org/issn/00111848"},{"@type":"NCID","@value":"AN00189888"}],"prism:publicationName":[{"@language":"ja","@value":"日本作物学会紀事"},{"@language":"ja","@value":"日本作物學會紀事"},{"@language":"en","@value":"Japanese Journal of Crop Science"},{"@language":"en","@value":"Jpn. J. Crop Sci."},{"@language":"ja","@value":"日作紀"},{"@language":"en","@value":"Japanese journal of crop science"},{"@language":"ja","@value":"日本作物學會紀事"}],"dc:publisher":[{"@language":"en","@value":"CROP SCIENCE SOCIETY OF JAPAN"},{"@language":"ja","@value":"日本作物学会"}],"prism:publicationDate":"1990","prism:volume":"59","prism:number":"4","prism:startingPage":"687","prism:endingPage":"695"},"reviewed":"false","url":[{"@id":"http://id.ndl.go.jp/bib/3695757"},{"@id":"https://ndlsearch.ndl.go.jp/books/R000000004-I3695757"},{"@id":"http://www.jstage.jst.go.jp/article/jcs1927/59/4/59_4_687/_pdf"},{"@id":"https://agriknowledge.affrc.go.jp/RN/2010480111"}],"availableAt":"1990","foaf:topic":[{"@id":"https://cir.nii.ac.jp/all?q=Development","dc:title":"Development"},{"@id":"https://cir.nii.ac.jp/all?q=Developmental%20index","dc:title":"Developmental index"},{"@id":"https://cir.nii.ac.jp/all?q=Developmental%20rate","dc:title":"Developmental rate"},{"@id":"https://cir.nii.ac.jp/all?q=Heading%20date","dc:title":"Heading date"},{"@id":"https://cir.nii.ac.jp/all?q=Model","dc:title":"Model"},{"@id":"https://cir.nii.ac.jp/all?q=Prediction","dc:title":"Prediction"},{"@id":"https://cir.nii.ac.jp/all?q=Rice","dc:title":"Rice"},{"@id":"https://cir.nii.ac.jp/all?q=Simulation","dc:title":"Simulation"},{"@id":"https://cir.nii.ac.jp/all?q=%E3%82%A4%E3%83%8D","dc:title":"イネ"},{"@id":"https://cir.nii.ac.jp/all?q=%E5%87%BA%E7%A9%82","dc:title":"出穂"},{"@id":"https://cir.nii.ac.jp/all?q=%E3%82%B7%E3%83%9F%E3%83%A5%E3%83%AC%E3%83%BC%E3%82%B7%E3%83%A7%E3%83%B3","dc:title":"シミュレーション"},{"@id":"https://cir.nii.ac.jp/all?q=%E7%99%BA%E8%82%B2","dc:title":"発育"},{"@id":"https://cir.nii.ac.jp/all?q=%E7%99%BA%E8%82%B2%E6%8C%87%E6%95%B0","dc:title":"発育指数"},{"@id":"https://cir.nii.ac.jp/all?q=%E7%99%BA%E8%82%B2%E9%80%9F%E5%BA%A6","dc:title":"発育速度"},{"@id":"https://cir.nii.ac.jp/all?q=%E3%83%A2%E3%83%87%E3%83%AB","dc:title":"モデル"},{"@id":"https://cir.nii.ac.jp/all?q=%E4%BA%88%E6%B8%AC","dc:title":"予測"}],"relatedProduct":[{"@id":"https://cir.nii.ac.jp/crid/1360004232131904640","@type":"Article","resourceType":"学術雑誌論文(journal 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Japan"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204282624512","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy","isCitedBy"],"jpcoar:relatedTitle":[{"@language":"ja","@value":"コムギの登熟過程の温度反応に基づく生理的成熟期と子実含水率の推定法"},{"@language":"en","@value":"Estimation of the Time of Physiological Maturity and Water Content of Kernel in Wheat"},{"@language":"ja-Kana","@value":"コムギ ノ トウジュクカテイ ノ オンド ハンノウ ニ モトヅク セイリテキ セイジュクキ ト シジツ ガンスイリツ ノ スイテイホウ"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204283981952","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isCitedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"A Simple Model to Predict the Developmental Stages of Rice Panicles Using the Effective Accumulative Temperature."},{"@value":"有効積算気温を用いた簡易モデルの穂の発育ステージ予測への適用"},{"@language":"ja-Kana","@value":"ユウコウ セキサン キオン オ モチイタ カンイ モデル ノ ホ ノ ハツイク ステージ ヨソク エ ノ テキヨウ"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204467431552","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Changes in Vertical Distribution of Leaf Nitrogen with the Growth Stage and the Influence on Dry Matter Production in Rice."}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204468053632","@type":"Article","relationType":["isReferencedBy","isCitedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Modeling of Mulberry Shoot Elongation and Leaf Appearance in Field Conditions"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204668162176","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"A methodology for estimating phenological parameters of rice cultivars utilizing data from common variety trials"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204668273664","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Threshold intensity of twilight illumination for photoperiodism of rice based on solar altitude"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204668931072","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Development of a rice simulation model for remote-sensing (SIMRIW-RS)"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204669012224","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"A potential of the growth stage estimation for paddy rice by using chlorophyll absorption bands in the 400-1100 nm region"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204669572096","@type":"Article","relationType":["isCitedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Estimate of Rice Yield of Japan under the Conditions with Elevated CO2 and Increased Temperature by using Third Mesh Climate Data."},{"@value":"ＣＯ２濃度および温度が変化した条件における日本の水稲収量のメッシュ気候値を用いた推定"},{"@language":"ja-Kana","@value":"CO2 ノウド オヨビ オンド ガ ヘンカシタ ジョウケン ニ オケル ニホン"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001204670073856","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Prediction of Paddy Rice Development in Northern Japan by Models without Consideration of Water Temperature"},{"@language":"ja","@value":"水温を考慮しないモデルによる北日本の水稲発育予測について"},{"@language":"ja-Kana","@value":"スイオン オ コウリョ シナイ モデル ニ ヨル キタニホン ノ スイトウ ハツイク ヨソク ニ ツイテ"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001205232005504","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy","isCitedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Estimation of Flowering Forecast for 'Kawazu-zakura' (Prunus lannesiana Wils. 'Kawazu-zakura') Cherry Tree"},{"@language":"ja","@value":"‘カワヅザクラ’（Ｐｒｕｎｕｓ　ｌａｎｎｅｓｉａｎａ　Ｗｉｌｓ．‘Ｋａｗａｚｕ‐ｚａｋｕｒａ’）における開花予測法の検討"},{"@value":"'カワヅザクラ'(Prunus lannesiana Wils. 'Kawazu-zakura')における開花予測法の検討"},{"@language":"ja-Kana","@value":"カワズ ザクラ Prunus lannesiana Wils Kawazu zakura ニ オケル カイカ ヨソクホウ ノ ケントウ"}]},{"@id":"https://cir.nii.ac.jp/crid/1390001206128603008","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"ja","@value":"小麦赤かび病を適期に防除するための開花期予測システム"},{"@language":"en","@value":"The System to Predict the Flowering Time for Optimal Fungicide Application on <i>Fusarium</i> Head Blight in Wheat"},{"@language":"ja-Kana","@value":"コムギ セキカビ ビョウ オ テッキ ニ ボウジョ スル タメ ノ カイカキ ヨソク システム"},{"@value":"The system to predict the flowering time for optimal fungicide application on fusarium head blight in wheat"}]},{"@id":"https://cir.nii.ac.jp/crid/1390025817053566976","@type":"Article","relationType":["isReferencedBy"],"jpcoar:relatedTitle":[{"@language":"ja","@value":"千葉県における水稲生育予測システム「でるた」と防除用ドローンを組み合わせた活用事例"},{"@language":"en","@value":"Example of using the combination of rice growth prediction system “Deruta” and a drone for pest control in Chiba Prefecture"},{"@value":"各地の生産現場から(21)千葉県における水稲生育予測システム「でるた」と防除用ドローンを組み合わせた活用事例"},{"@language":"ja-Kana","@value":"カクチ ノ セイサン ゲンバ カラ(21)チバケン ニ オケル スイトウ セイイク ヨソク システム 「 デル タ 」 ト ボウジョヨウ ドローン オ クミアワセタ カツヨウ ジレイ"}]},{"@id":"https://cir.nii.ac.jp/crid/1390282679258620288","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy","isCitedBy"],"jpcoar:relatedTitle":[{"@language":"ja","@value":"イネ登熟前期の再転流速度に及ぼす気温の影響のモデル化"},{"@language":"en","@value":"Modeling of Translocation Rate of Dry Matter from Vegetative Organs to Panicle as Influenced by Air Temperature in Rice"},{"@language":"ja-Kana","@value":"イネ トウジュク ゼンキ ノ サイテン リュウ ソクド ニ オヨボス キオン ノ エイキョウ ノ モデルカ"}]},{"@id":"https://cir.nii.ac.jp/crid/1390282679259118080","@type":"Article","resourceType":"学術雑誌論文(journal article)","relationType":["isReferencedBy","isCitedBy"],"jpcoar:relatedTitle":[{"@language":"en","@value":"Varietal Difference in the 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