Development of non-destructive techniques for determining of rice amylose content by combined use of near-infrared spectroscopy and visible light imaging

近红外光谱与可见光成像相结合无损测定大米直链淀粉含量技术的发展

• 批准号: 23580354
• 负责人: KAWAMURA Shuso
• 金额: $ 3.24万
• 依托单位: Hokkaido University
• 依托单位国家: 日本
• 项目类别: Grant-in-Aid for Scientific Research (C)
• 财政年份: 2011
• 资助国家: 日本
• 起止时间: 2011 至 2013
• 项目状态: 已结题
• 来源: https://kaken.nii.ac.jp/grant/KAKENHI-PROJECT-23580354/
• 关键词: 米; アミロース含量; 近赤外光; 可視光; 非破壊分析法; 2段階検量線; 近赤外分光法; 可視光分析法

A calibration model was developed by combined use of the data of amylose content predicted by the NIR spectrometer and color information obtained by the VIS segregator (NIR&VIS) by using multiple linear regression method (dual-step calibration method). The validation statistics between reference amylose content and NIR&VIS-predicted amylose content indicated that the calibration model can be used for screening of rice sample according to amylose content.The validation rice sample set was isolated from calibration rice sample set in this study. The validation set included rice samples of next year products compared to the calibration set. This is the same condition in practical use of this non-destructive method at grain elevators. The results indicated that the combined use of an NIR spectrometer and a VIS segregator enables reasonable non-destructive determination of amylose content of rice at grain elevators.

利用近红外光谱仪预测的直链淀粉含量数据和可见光分离器(NIR&VIS)获得的颜色信息，采用多元线性回归方法(二步校准法)建立了直链淀粉含量的校正模型。参考直链淀粉含量与近红外和可见光预测直链淀粉含量之间的验证统计表明，该校正模型可用于根据直链淀粉含量对大米样品进行筛选。验证集包括与校准集相比的来年产品的大米样本。这种无损检测方法在粮仓的实际使用情况也是如此。结果表明，结合使用近红外光谱仪和可见光分离器，可以在谷仓中合理无损地测定稻米的直链淀粉含量。

项目成果

近藤直他編,生物生産工学概論

Naoto Kondo 等人编辑，生物生产工程概论

• 发表时间: 2012
• 作者: LI;R.;S. Kawamura;H. Fujita;S. Fujikawa;清水翔平,櫻井孝洋,久保守,鎌田直人;藤川咲子，川村周三，李 瑞，土居剛正，吉田慎一;川村周三他共著
• 通讯作者: 川村周三他共著

光で見れば中味が分かる!!―可視光と近赤外光とを併用した米のアミロース含量の非破壊測定技術の開発―

通过光看就知道里面有什么！！ - 开发出结合可见光和近红外光的大米直链淀粉含量无损测量技术 -

• 发表时间: 2014
• 作者: 千葉陽介;齋藤高弘;志賀徹;星佳宏;佐々木隆浩;岡本竹己;川村周三,飯野遥香,藤川咲子,城敦,小関成樹
• 通讯作者: 川村周三,飯野遥香,藤川咲子,城敦,小関成樹

DETERMINATION OF RICE AMYLOSE CONTENT AT GRAIN ELEVATOR BY COMBINED USE OF A NEAR-INFRARED SPECTROMETER AND A VISIBLE LIGHT SEGREGATOR

联合使用近红外光谱仪和可见光分离器测定谷物提升机中的大米直链淀粉含量

• 发表时间: 2014
• 作者: Kawamura;S.;Fujikawa;S.;Iino;H.
• 通讯作者: H.

Non-destructive Determination of Amylose Content of Rice by Combined Use of a Near-Infrared Spectrometer and a Visible Light Grain Segregator

近红外光谱仪与可见光谷物分离器联合无损测定大米直链淀粉含量

• 发表时间: 2012
• 作者: Fujikawa;S.;Kawamura;S.;Li;R.;Doi;T.
• 通讯作者: T.

Practical Application of Near-Infrared Spectroscopy for Determining Moisture and Protein Contents of Rice and Wheat at Grain Elevators

近红外光谱法在谷物提升机上测定稻米和小麦水分和蛋白质含量的实际应用

• 发表时间: 2012
• 作者: Kawamura;S.;Fujikawa;S.;Li;R.;Fujita;H.
• 通讯作者: H.