数字农科院2.0

Research on Development and Experiment of NIR Wheat Quality Quick Detection System

文献类型： 外文期刊

作者： Liu Ling-ling;Zhao Bo;Zhang Yin-qiao;Zhang Xiao-chao

作者机构：

关键词： NIR spectroscopy;Wheat quality;Quick detection system;Predictive performance;Stability;Repeatability

期刊名称： SPECTROSCOPY AND SPECTRAL ANALYSIS

ISSN： 1000-0593

年卷期： 2013 年 33 卷 1 期

页码：

收录情况： SCI

摘要： In order to detect wheat quality rapidly and nondestructively, NIR wheat quality quick detection system was developed on the base of grating technology. To test accuracy, repeatability and stability of this self-made system, Bruker MPA spectroscopy was selected as target analyzer and 56 wheat samples were analyzed by building and validating PLS calibration models. In the 4 models of the self-made system, the coefficient of determination R-2 is 92.38%, 93.48%, 93.16% and 94.44%; root mean square error of cross validation RMSECV = 0.405, 0.374, 0.383, 0.346; ratio of performance to standard deviate RPD = 3.62, 3.39, 3.82, 4.24, respectively. And evaluating indicators of validating results in the 4 models are as follows: R-2 = 96.97%, 94.22%, 96.62% and 96.34%; Root mean square error of prediction RMSEP = 0.221, 0.305, 0.233 and 0.243 respectively. The model of MPA spectroscopy gave an R-2 of 95.99%, a RMSECV of 0.293, RPD of 5 and validation results are R-2 of 98.31%, RMSEP of 0.165, respectively. The results show that the models of self-made instrument have good prediction performance, stability and repeatability, and wavelength and absorbance of the obtained spectra have a good repeatability. The prediction effect of single spectrum is not ideal, but it can be improved by using average spectrum of repeated acquisition. NIR wheat quality quick detection system can detect wheat quality with good performance.

分类号：

  • 相关文献

[1]Feasibility of SSC Prediction for Navel Orange Based on Origin Recognition Using NIR Spectroscopy. Lyu, Qiang,Liao, Qiuhong,Liu, Yanli,Lyu, Qiang,Lan, Yubin. 2015

[2]PREDICTION OF THE TOTAL STARCH AND AMYLOSE CONTENT IN BARLEY USING NEAR-INFRARED REFLECTANCE SPECTROSCOPY. Ping, Hua,Wang, Jihua,Ren, Guixing. 2013

[3]Simultaneously determining amino acid contents using near-infrared reflectance spectroscopy improved by pre-processing method in rice. Li Hong Xie,Shao Qing Tang,Xiao Qian Wang,Zhong Hua Sheng,Shi Kai Hu,Xiang Jin Wei,Gui Ai Jiao,Gao Neng Shao,Ling Wang,Pei Song Hu. 2023

[4]Development and implementation of a training dataset to ensure clear boundary value of body condition score classification of dairy cows in automatic system. 陶雅,,李峰,,孙雨坤. 2022

[5]Improved Estimation and Graphical Representation of the Reliability Measures of the SNP Marker Method for Crop Variety Identification. Jianwen Xu,Guangying Wang,Shiqiao Jin,Lihua Liu,Hongmei Yi,Fang Jin,Qun Xu,Meng Kuang,Xuezhen Ren,Quan Sun,Jian Li,Xu Xu,Binshuang Pang,Naiyin Xu. 2025

[6]Development of a computer-controlled closed-circuit respiratory calorimetry system to determine dietary energy utilization in broilers. Hansuo Liu,Feng Zhao,Tiantian Sun,Changlin Guo,Yuming Wang,Jingjing Xie. 2025

[7]Sources of the highly expressed wheat bread making (wbm) gene in CIMMYT spring wheat germplasm and its effect on processing and bread-making quality. Guzman, Carlos,Crossa, Jose,Gonzalez-Santoyo, Hector,Huerta, Julio,Singh, Ravi,Dreisigacker, Susanne,Xiao, Yonggui,Huerta, Julio.

[8]Molecular characterization of two novel Glu-D1-encoded subunits from Chinese wheat (Triticum aestivum L.) landrace and functional properties of flours possessing the two novel subunits. Guo, Xiaomin,Guo, Junxian,Li, Xiuquan,Yang, Xinming,Li, Lihui.

[9]An economic and viable approach to improve wheat quality in Qinghai–Tibetan Plateau, China. 王玉娇,,陶志强,,王德梅,,王艳杰,,杨玉双,,赵广才,,石书兵,,常旭虹. 2022

[10]Effects of exogenous melatonin on wheat quality under drought stress and rehydration. Fu, Yuanyuan,Li, Penghui,Liang, Yueping,Si, Zhunyun,Ma, Shoutian,Gao, Yang. 2024

[11]Genome-Wide Association Mapping of Processing Quality Traits in Common Wheat (Triticum aestivum L.). Hui Jin,Yuanyuan Tian,Yan Zhang,Rui Zhang,Haibin Zhao,Xue Yang,Xizhang Song,Yordan Dimitrov,Yu E. Wu,Qiang Gao,Jindong Liu,Jumei Zhang,Zhonghu He. 2023

[12]QTL mapping for wheat ferulic acid concentration using 50 K SNP chip in a recombinant inbred line population of Zhongmai 578/Jimai 22. Shawai, Rabiu Sani,Tian, Wenfei,Liu, Siyang,Gong, Xue,Liu, Jindong,Cao, Shuanghe,Zhang, Yong,He, Zhonghu. 2024

[13]Identification and characterization of QTL for grain protein content derived from the D genome of allohexaploid wheat. Xinghua Luo,Tianjiao Shao,Shanshan Zhai,Xinhao Meng,Shidian Wen,Chaojie Xie,Mingshan You,Rongqi Liang,Zhongfu Ni,Qixin Sun,Runqi Zhang,Baoyun Li. 2025

[14]Stability and localization of 14-3-3 proteins are involved in salt tolerance in Arabidopsis. Tan, Tinghong,Cai, Jingqing,Zhan, Erbao,Zhou, Huapeng,Tan, Tinghong,Cai, Jingqing,Zhan, Erbao,Zhou, Huapeng,Yang, Yongqing,Guo, Yan,Zhao, Jinfeng.

[15]The Feasibility and Stability of Distinguishing the Kiwi Fruit Geographical Origin Based on Electronic Nose Analysis. Ma, Yiyan,Guo, Boli,Wei, Yimin,Wei, Shuai,Zhao, Haiyan.

[16]Selection and evaluation of novel reference genes for quantitative reverse transcription PCR (qRT-PCR) based on genome and transcriptome data in Brassica napus L.. Yang, Hongli,Liu, Jing,Huang, Shunmou,Deng, Linbin,Hua, Wei,Guo, Tingting.

[17]Effect of pH, heat, and light treatments on the antioxidant activity of sweet potato leaf polyphenols. Sun, Hong-Nan,Mu, Tai-Hua,Xi, Li-Sha.

[18]Structural and biochemical insights into the V/I505T mutation found in the EIAV gp45 vaccine strain. Du, Jiansen,Ma, Jing,Wang, Jianxin,Liu, Fang,Qiao, Wentao,Liu, Xinqi,Wang, Xuefeng,Qin, Yuyin,Zhu, Chunhui,Zhou, Jianhua,Shao, Yiming,Shao, Yiming. 2014

[19]Effect of various storage conditions on the stability of quinolones in raw milk. Chen, Meixia,Wen, Fang,Wang, Hui,Zheng, Nan,Wang, Jiaqi,Chen, Meixia,Wen, Fang,Wang, Hui,Zheng, Nan,Wang, Jiaqi,Chen, Meixia,Wen, Fang,Wang, Hui,Zheng, Nan,Wang, Jiaqi.

[20]Stability of QTL Across Environments and QTL-by-Environment Interactions for Plant and Ear Height in Maize. Zhang Yan,Li Yong-xiang,Wang Yang,Liu Zhi-zhai,Peng Bo,Tan Wei-wei,Wang Di,Shi Yun-su,Song Yan-chun,Wang Tian-yu,Li Yu,Liu Cheng,Sun Bao-cheng,Liu Zhi-zhai. 2010

作者其他论文 更多>>