Development of non-destructive techniques for determining of rice amylose content by combined use of near-infrared spectroscopy and visible light imaging
| Project/Area Number |
23580354
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| Research Category |
Grant-in-Aid for Scientific Research (C)
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| Allocation Type | Multi-year Fund |
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| Section | 一般 |
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| Research Field |
Agricultural information engineering
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| Research Institution | Hokkaido University |
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Principal Investigator |
KAWAMURA Shuso 北海道大学, (連合)農学研究科(研究院), 教授 (80161363)
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| Project Period (FY) |
2011 – 2013
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| Project Status |
Completed (Fiscal Year 2013)
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| Budget Amount *help |
¥5,070,000 (Direct Cost: ¥3,900,000、Indirect Cost: ¥1,170,000)
Fiscal Year 2013: ¥1,820,000 (Direct Cost: ¥1,400,000、Indirect Cost: ¥420,000)
Fiscal Year 2012: ¥1,300,000 (Direct Cost: ¥1,000,000、Indirect Cost: ¥300,000)
Fiscal Year 2011: ¥1,950,000 (Direct Cost: ¥1,500,000、Indirect Cost: ¥450,000)
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| Keywords | 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 |
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| Research Abstract |
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.
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Report
(4 results)
Research Products
(25 results)
