Effect of γ-irradiation on rice seed vigor assessed by near-infrared spectroscopy

被引:21
|
作者
Song, Le [1 ]
Wang, Qi [1 ]
Wang, Chunyang [1 ]
Lin, Yanqing [1 ]
Yu, Ding [1 ]
Xu, Zhuopin [1 ]
Huang, Qing [1 ,2 ]
Wu, Yuejin [1 ]
机构
[1] Chinese Acad Sci & Anhui Prov, Hefei Inst Phys Sci, Inst Tech Biol & Agr Engn, Key Lab Ion Beam Bioengn, Beijing, Peoples R China
[2] Univ Sci & Technol China, Hefei 230026, Anhui, Peoples R China
基金
中国国家自然科学基金;
关键词
Near-infrared spectroscopy; Radiation mutation breeding; Rice seed vigor; Seed storage; Partial Least Squares (PLS); Principal Component Analysis (PCA); NIR; RADIATION; GROWTH;
D O I
10.1016/j.jspr.2015.03.009
中图分类号
Q96 [昆虫学];
学科分类号
摘要
High-energy radiation such as gamma-ray can kill pests, insects and bacteria with high efficiency and low-cost, and so it has been utilized as one of the most promising tools for food storage. On the other hand, high-energy radiation may also induce physiological, biochemical and genetic changes of crops. In this study, near-infrared (NIR) spectroscopy as a non-destructive, fast, low-cost analytical tool was employed to investigate the effect of gamma-ray irradiation on the irradiated rice seeds. The alteration of seed vigor was assessed after the rice seeds were irradiated with different irradiation doses and at different storage ages. The relationship between seedling height, seed vigor and irradiation dosage was established based on the analysis of the NIR spectral data. The accuracy of the PLS (partial least squares) prediction model was checked by parameters such as the root mean square error of prediction (RESEP) and the residual prediction deviation (RPD). Our results showed that with increase of irradiation dosage and storage age, seed injury increased resulting in reduced seed vigor and seedling height. This work thus demonstrates the successful application of NIR for the rapid and non-invasive evaluation of rice seeds after irradiation and storage. (C) 2015 Elsevier Ltd. All rights reserved.
引用
收藏
页码:46 / 51
页数:6
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