Establishment and Application of Model for Determining Oil Content of Cottonseed Using Near Infrared Spectroscopy

文献类型： 外文期刊

第一作者： Shang Lian-guang

作者： Shang Lian-guang;Li Yu-hua;Wang Dan;Xiong Min;Hua Jin-ping;Shang Lian-guang;Li Yu-hua;Wang Dan;Xiong Min;Hua Jin-ping;Li Jun-hui;Wang Yu-mei

作者机构：

关键词： Cotton;Near-infrared spectroscopy;Cottonseed;Oil content

期刊名称：SPECTROSCOPY AND SPECTRAL ANALYSIS （ 影响因子：0.589； 五年影响因子：0.504 ）

ISSN： 1000-0593

年卷期： 2015 年 35 卷 3 期

页码：

收录情况： SCI

摘要： Cotton is one of the important oil crops, and it is great significance for screening and identification of breeding materials to establish a method of the rapid, nondestructive testing of cotton seed oil content. In this study, near-infrared diffuse reflection spectroscopy of 118 high and low oil materials were adopted to establish models for fast nondestructive determining oil content of cottonseed using near infrared spectroscopy (NIR). One hundred and six cottonseed samples as calibration set that covered the range of seed oil content for upland cotton were used in this experiment. The spectral data of cottonseed were processed using the first derivative and multiplicative scatter correction (MSC). The correction NIR model of oil content was built based on partial least squares (PLS) method with the spectral regions 5 446 similar to 8 848 cm(-1) and main components (5). The determination coefficient (R-2) of calibration model was 0. 975, standard error of calibration (SEC) was 0. 67. The authors test the model's actual ability to predict using external validation set. The correlation coefficient (r) of predicted values and the chemistry value was 0. 978, the range of prediction error was 0. 1%similar to 1. 7%. The model established has good predictability. The oil content of 784 breeding stocks were predicted by NIR model, statistical analysis of predictable results elucidated that the NIR model of oil content developed can be well applied to selective breeding and oil related study in cotton.

分类号：

  • 相关文献

[1]Effects of different sources and levels of dietary gossypol on gossypol residues in plasma and milk of lactating cows. Wang, A. P.,Zhang, J. M.,Meng, Y. L.,Deng, L. Q.,Lv, Y. F.,Li, C.,Wang, J. Q.,Wang, A. P.,Lv, Y. F.. 2012

[2]Mapping quantitative trait loci for cottonseed oil, protein and gossypol content in a Gossypium hirsutum x Gossypium barbadense backcross inbred line population. Yu, Jiwen,Yu, Shuxun,Fan, Shuli,Song, Meizhen,Zhai, Honghong,Li, Xingli,Zhang, Jinfa.

[3]Histological and Ultrastructural Observation Reveals Significant Cellular Differences between Agrobacterium Transformed Embryogenic and Non-embryogenic Calli of Cotton. Shang, Hai-Hong,Liu, Chuan-Liang,Zhang, Chao-Jun,Li, Feng-Lian,Hong, Wei-Dong,Li, Fu-Guang.

[4]Effects of specific organs on seed oil accumulation in Brassica napus L.. Liu, Jing,Hua, Wei,Yang, Hongli,Sun, Xingchao,Wang, Xinfa,Liu, Guihua,Wang, Hanzhong,Guo, Tingting.

[5]QTL mapping of kernel oil content of chromosome 6 in a high oil maize mutant (Zea mays L.). Han Jing,Wang Hongwu,Chen Shaojiang,Wang Hongwu,Han Jing.

[6]Increasing seed mass and oil content in transgenic Arabidopsis by the overexpression of wri1-like gene from Brassica napus. Liu, Jing,Hua, Wei,Zhan, Gaomiao,Wei, Fang,Wang, Xinfa,Liu, Guihua,Wang, Hanzhong.

[7]Overexpression of GhDof1 improved salt and cold tolerance and seed oil content in Gossypium hirsutum. Su, Ying,Liang, Wei,Liu, Zhengjie,Zhao, Yanpeng,Ijaz, Babar,Hua, Jinping,Wang, Yumei.

[8]Depressed expression of FAE1 and FAD2 genes modifies fatty acid profiles and storage compounds accumulation in Brassica napus seeds. Shi, Jianghua,Lang, Chunxiu,Wang, Fulin,Wu, Xuelong,Liu, Renhu,Zheng, Tao,Chen, Jinqing,Wu, Guanting,Zhang, Dongqing.

[9]Genetic analysis and QTL mapping of oil content and seed index using two recombinant inbred lines and two backcross populations in Upland cotton. Shang, Lianguang,Abduweli, Abdugheni,Hua, Jinping,Wang, Yumei.

[10]Identification of QTLs associated with oil content and mapping FAD2 genes and their relative contribution to oil quality in peanut (Arachis hypogaea L.). Pandey, Manish K.,Qiao, Lixian,Feng, Suping,Khera, Pawan,Wang, Hui,Guo, Baozhu,Pandey, Manish K.,Khera, Pawan,Varshney, Rajeev K.,Pandey, Manish K.,Qiao, Lixian,Feng, Suping,Khera, Pawan,Wang, Hui,Culbreath, Albert K.,Guo, Baozhu,Wang, Ming Li,Tonnis, Brandon,Barkley, Noelle A.,Qiao, Lixian,Feng, Suping,Wang, Hui,Wang, Jianping,Holbrook, C. Corley. 2014

[11]Genetic analysis on oil content in rapeseed (Brassica napus L.). Wang, Xinfa,Liu, Guihua,Yang, Qing,Hua, Wei,Liu, Jing,Wang, Hanzhong. 2010

[12]Identification of the Relationship between Oil Body Morphology and Oil Content by Microstructure Comparison Combining with QTL Analysis in Brassica napus. Gu, Jianwei,Chao, Hongbo,Li, Maoteng,Gu, Jianwei,Xiang, Jun,Gan, Jianping,Li, Maoteng,Wang, Hao,Li, Yonghong,Li, Dianrong,Lu, Guangyuan,Zhang, Xuekun,Long, Yan. 2017

[13]Cloning and functions analysis of a pyruvate dehydrogenase kinase in Brassica napus. Hu, Zhi-Yong,Zhan, Gao-Miao,Wang, Han-Zhong,Hua, Wei,Li, Rong-Jun,Zhang, Hua-Shan. 2011

[14]Overexpression of a foxtail millet Acetyl-CoA carboxylase gene in maize increases sethoxydim resistance and oil content. Dong, Zhigang,Zhao, Huji,He, Junguang,Huai, Junling,Lin, Heng,Wang, Guoying,Dong, Zhigang,Zheng, Jun,Liu, Yunjun,Wang, Guoying. 2011

[15]Earthworms Increased Rape Seed Yield and Colza Oil. Zhang, Shu-jie,Liao, Xing,Hu, Xiao-jia,Yu, Chang-bing,Xie, Li-hua,Li, Yin-shui,Che, Zhi,Liao, Xiang-sheng. 2013

[16]An Integrated Quantitative Trait Locus Map of Oil Content in Soybean, Glycine max (L.) Merr., Generated Using a Meta-Analysis Method for Mining Genes. Han Xue,Liu Chun-yan,Jiang Hong-wei,Hu Guo-hua,Qi Zhao-ming,Sun Ya-nan,Wu Qiong,Du Xiang-yu,Liu Chun-yan,Chen Qing-shan,Shan Da-peng. 2011

[17]FOURIER TRANSFORM MID-INFRARED PHOTOACOUSTIC SPECTROSCOPY (FTIR-PAS) COUPLED WITH CHEMOMETRICS FOR NON-DESTRUCTIVE DETERMINATION OF OIL CONTENT IN RAPESEED. Lu, Y.,Du, C.,Yu, C.,Zhou, J..

[18]Characterization and identification of ISSR markers associated with oil content in sea buckthorn berries. Ding, J.,Bao, Y. H.,Ding, J.,Ruan, C. J.,Li, H.,Ding, J.,Guan, Y.,Shan, J. Y.. 2016

[19]Quantitative trait loci underlying the development of seed composition in soybean (Glycine max L. Merr.). Li, Wenbin,Sun, Desheng,Du, Yuping,Chen, Qingshan,Zhang, Zhongchen,Qiu, Lijuan,Sun, Genlou.

[20]Overexpression of Heteromeric GhACCase Subunits Enhanced Oil Accumulation in Upland Cotton. Cui, Yupeng,Liu, Zhengjie,Zhao, Yanpeng,Li, Le,Wu, Han,Xu, Suixi,Hua, Jinping,Liu, Zhengjie,Wang, Yumei,Huang, Yi.

作者其他论文 更多>>

微信小程序