您好,欢迎访问河南省农业科学院 机构知识库!

Predicting the chemical composition of intact kernels in maize hybrids by near infrared reflectance spectroscopy

文献类型: 外文期刊

作者: Wei, LR 1 ; Jiang, HY 2 ; Li, JH 2 ; Yan, YL 2 ; Dai, JR 2 ;

作者机构: 1.China Agr Univ, Natl Maize Improvement Ctr China, Beijing 100094, Peoples R China

2.China Agr Univ, Natl Maize Improvement Ctr China, Beijing 100094, Peoples R China; China Agr Univ, Coll Informat, Beijing 100094, Peoples R China; Henan Acad Agr Sci, Food Crops Inst, Zhengzhou 450002, Peoples R China

关键词: maize;near infrared reflectance spectroscopy (NIRS);calibration equations;prediction;inbred lines;quality

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: 2005 年 25 卷 9 期

页码:

收录情况: SCI

摘要: Intact kernel samples of normal maize inbred lines and hybrids were collected from field experiments of three locations. Calibration equations were developed by partial least square regression (PLS) of chemical values of near infrared reflectance spectroscopy (NIRS) data and tested through both cross and external validation. In addition, 40 progenies of F-1 and F-2 generation not included in calibration and validation sets were verified to further evaluate the reliability of three calibration equations. The authors found the coefficients of correlation(r) of 0.98, 0.93 and 0.97 between NIRS predicted and actual protein I starch and oil content in these materials, respectively. However, the greatest relative errors were 2.7% (protein), 2.46% (starch) and 7% (oil). Thus, the accuracy of prediction could be comparable to chemical methods. The feasibility of developing NIRS equations with samples of inbred fines to determine grain quality of hybrids was also examined. The analysis of principal components of spectrum of the inbred lines and hybrids supported a new theory that plant spectrum properties could be heritable.

  • 相关文献

[1]基因枪介导法获得转BtCrylAc基因抗虫玉米植株的研究. 铁双贵,柏松,岳润清,齐建双,王延召,孙静,陈小洁,田保明. 2012

[2]Arsenic accumulation and distribution in the tissues of inbred lines in maize (Zea mays L.). Liu, Z. H.,Li, W. H.,Qi, H. Y.,Song, G. L.,Ding, D.,Fu, Z. Y.,Tang, J. H.,Liu, J. B..

[3]QTL Mapping of Isoflavone, Oil and Protein Contents in Soybean (Glycine max L. Merr.). Liang Hui-zhen,Yu Yong-liang,Wang Shu-feng,Lian Yun,Wang Ting-feng,Wei Yan-li,Gong Peng-tao,Fang Xuan-jun,Liu Xue-yi,Zhang Meng-chen. 2010

[4]Genome-wide identification, expression analysis of auxin-responsive GH3 family genes in maize (Zea mays L.) under abiotic stresses. Feng, Shangguo,Yang, Yanjun,Xu, Mingfeng,Wang, Huizhong,Shen, Chenjia,Yue, Runqing,Zhang, Lei. 2015

[5]Identification and expression profiling analysis of calmodulin-binding transcription activator genes in maize (Zea mays L.) under abiotic and biotic stresses. Yue, Runqing,Lu, Caixia,Han, Xiaohua,Qi, Jianshuang,Yan, Shufeng,Tie, Shuanggui,Yue, Runqing,Lu, Caixia,Han, Xiaohua,Qi, Jianshuang,Yan, Shufeng,Tie, Shuanggui,Sun, Tao,Peng, Tingting. 2015

[6]Nitrate Leaching from Maize Intercropping Systems with N Fertilizer Over-Dose. Nie Sheng-wei,Chen Yuan-quan,Sui Peng,Huang Jian-xiong,Nie Sheng-wei,Huang Shao-min,Eneji, A. Egrinya. 2012

[7]Enhancing phosphorus uptake efficiency through QTL-based selection for root system architecture in maize. Gu, Riliang,Chen, Fanjun,Long, Lizhi,Cai, Hongguang,Liu, Zhigang,Yang, Jiabo,Wang, Lifeng,Mi, Guohua,Zhang, Fusuo,Yuan, Lixing,Gu, Riliang,Li, Huiyong,Li, Junhui,Cai, Hongguang,Wang, Lifeng,Li, Huiyong. 2016

[8]Effects of excess copper on the oxidative stress in roots of maize seedlings. Wang, Yan Zhao,Nie, Li Hong,Tie, Shuanggui,Xie, Deyi,Zhu, Weihong,Qi, Jianshuang,Yue, Runqing. 2011

[9]Soil Nitrous Oxide Emissions Under Maize-Legume Intercropping System in the North China Plain. Huang Jian-xiong,Chen Yuan-quan,Sui Peng,Nie Sheng-wei,Gao Wang-sheng,Nie Sheng-wei. 2014

[10]Transcriptome Analysis of Cadmium-Treated Roots in Maize (Zea mays L.). Yue, Runqing,Lu, Caixia,Qi, Jianshuang,Han, Xiaohua,Yan, Shufeng,Guo, Shulei,Liu, Lu,Fu, Xiaolei,Chen, Nana,Yin, Haiyan,Chi, Haifeng,Tie, Shuanggui,Yue, Runqing,Lu, Caixia,Qi, Jianshuang,Han, Xiaohua,Yan, Shufeng,Guo, Shulei,Liu, Lu,Fu, Xiaolei,Chen, Nana,Yin, Haiyan,Chi, Haifeng,Tie, Shuanggui. 2016

[11]Transcriptomic analysis of maize mature embryos from an elite maize hybrid Zhengdan958 and its parental lines. Li, Huiyong,Cao, Yanyong,Wang, Lifeng,Zhang, Yan,Li, Jingjing,Wang, Hao,Tang, Baojun,Liu, Tingsong.

[12]Dissection of the genetic architecture for grain quality-related traits in three RIL populations of maize (Zea mays L.). Wang, Zhiyong,Liu, Na,Ku, Lixia,Tian, Zhiqiang,Shi, Yong,Guo, Shulei,Su, Huihui,Zhang, Liangkun,Ren, Zhenzhen,Li, Guohui,Wang, Xiaobo,Zhu, Yuguang,Chen, Yanhui,Wang, Zhiyong,Liu, Na,Ku, Lixia,Tian, Zhiqiang,Shi, Yong,Guo, Shulei,Su, Huihui,Zhang, Liangkun,Ren, Zhenzhen,Li, Guohui,Wang, Xiaobo,Zhu, Yuguang,Chen, Yanhui,Liu, Na,Qi, Jianshuang,Zhang, Xin.

[13]Epistatic and QTLxenvironment interaction effects on leaf area-associated traits in maize. Wei, Xiaomin,Wang, Xiaobo,Zhou, Jinlong,Shi, Yong,Wang, Huitao,Dou, Dandan,Song, Xiaoheng,Li, Guohui,Ku, Lixia,Chen, Yanhui,Wei, Xiaomin,Wang, Xiaobo,Zhou, Jinlong,Shi, Yong,Wang, Huitao,Dou, Dandan,Song, Xiaoheng,Li, Guohui,Ku, Lixia,Chen, Yanhui,Wei, Xiaomin,Guo, Shulei.

[14]Modelling and predicting crop yield, soil carbon and nitrogen stocks under climate change scenarios with fertiliser management in the North China Plain. Zhang, Xubo,Xu, Minggang,Sun, Nan,Zhang, Xubo,Wu, Lianhai,Xiong, Wei,Huang, Shaomin.

[15]Small auxin upregulated RNA (SAUR) gene family in maize: Identification, evolution, and its phylogenetic comparison with Arabidopsis, rice, and sorghum. Chen, Yuzhu,Cao, Jun,Hao, Xi. 2014

[16]Isolation and Analysis of Drought-Induced Genes in Maize Roots. Li Hui-yong,Huang Shu-hua,Shi Yun-su,Song Yan-chun,Zhong Zhong-bao,Wang Guo-ying,Wang Tian-yu,Li Yu,Li Hui-yong. 2009

[17]Detection of QTLs controlling fast kernel dehydration in maize (Zea mays L.). Qian, Y. L.,Guo, J.,Wang, J.,Qi, Y. C.,Li, T. C.,Zhang, W.,Ruan, L.,Zuo, X. L.,Zhang, X. Q.,Wang, L. F.,Chen, J.,Chen, B. R.,Lv, G. H.,Wu, Z. C.. 2016

[18]Identification and Fine Mapping of rhm1 Locus for Resistance to Southern Corn Leaf Blight in Maize. Zhao, Yuanzeng,Lu, Xiaomin,Liu, Chaoxian,Guan, Haiying,Zhang, Mei,Li, Zhongfeng,Cai, Hongwei,Lai, Jinsheng,Zhao, Yuanzeng,Lu, Xiaomin,Liu, Chaoxian,Guan, Haiying,Zhang, Mei,Li, Zhongfeng,Cai, Hongwei,Lai, Jinsheng,Zhao, Yuanzeng,Lu, Xiaomin. 2012

[19]Crop productivity and nutrient use efficiency as affected by long-term fertilisation in North China Plain. Wang, Yingchun,Wang, Enli,Smith, Chris J.,Wang, Yingchun,Huang, Shaomin,Wang, Daolong,Ma, Yibing,Wang, Ligang.

[20]Detection of epistatic and environmental interaction QTLs for leaf orientation-related traits in maize. Shi, Yong,Wang, Xiaobo,Guo, Shulei,Ren, Zhenzhen,Ku, Lixia,Zhu, Yuguang,Li, Guohui,Ren, Zhaobin,Chen, Yanhui,Shi, Yong,Wang, Xiaobo,Guo, Shulei,Ren, Zhenzhen,Ku, Lixia,Zhu, Yuguang,Li, Guohui,Ren, Zhaobin,Chen, Yanhui,Qi, Jianshuang,Zhang, Xin.

作者其他论文 更多>>