Rapid Estimation of Potato Quality Parameters by a Portable Near-Infrared Spectroscopy Device

被引:15
|
作者
Escuredo, Olga [1 ]
Meno, Laura [1 ]
Rodriguez-Flores, Maria Shantal [1 ]
Seijo, Maria Carmen [1 ]
机构
[1] Univ Vigo, Dept Vegetal Biol & Soil Sci, Fac Sci, Orense 32004, Spain
关键词
NIR spectrometer; intact potato; dry matter; reducing sugars; chemometrics; MPLS; DRY-MATTER CONTENT; SOLANUM-TUBEROSUM; WAVELENGTH SELECTION; NIR SPECTROSCOPY; REDUCING SUGARS; REFLECTANCE; PREDICTION; STORAGE; QUINOA;
D O I
10.3390/s21248222
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The aim of the present work was to determine the main quality parameters on tuber potato using a portable near-infrared spectroscopy device (MicroNIR). Potato tubers protected by the Protected Geographical Indication (PGI "Patata de Galicia", Spain) were analyzed both using chemical methods of reference and also using the NIR methodology for the determination of important parameters for tuber commercialization, such as dry matter and reducing sugars. MicroNIR technology allows for the attainment/estimation of dry matter and reducing sugars in the warehouses by directly measuring the tubers without a chemical treatment and destruction of samples. The principal component analysis and modified partial least squares regression method were used to develop the NIR calibration model. The best determination coefficients obtained for dry matter and reducing sugars were of 0.72 and 0.55, respectively, and with acceptable standard errors of cross-validation. Near-infrared spectroscopy was established as an effective tool to obtain prediction equations of these potato quality parameters. At the same time, the efficiency of portable devices for taking instantaneous measurements of crucial quality parameters is useful for potato processors.
引用
收藏
页数:12
相关论文
共 50 条
  • [41] Rapid determination of the texture properties of cooked cereals using near-infrared reflectance spectroscopy
    Hu, Jiaqi
    Wang, Zheng
    Wu, Yanwen
    Liu, Yongguo
    Ouyang, Jie
    INFRARED PHYSICS & TECHNOLOGY, 2018, 94 : 165 - 172
  • [42] Nondestructive Detection of Blackheart in Potato by Visible/Near Infrared Transmittance Spectroscopy
    Zhou, Zhu
    Zeng, Songwei
    Li, Xiaoyu
    Zheng, Jian
    JOURNAL OF SPECTROSCOPY, 2015, 2015
  • [43] Near-infrared spectroscopy combined with effective variable selection algorithm for rapid detection of rice taste quality
    Shi, Shijie
    Zhang, Wenhui
    Ma, Yingying
    Cao, Cougui
    Zhang, Gaoyu
    Jiang, Yang
    BIOSYSTEMS ENGINEERING, 2024, 237 : 214 - 219
  • [44] Near-infrared spectroscopy and chemometric modelling for rapid diagnosis of kidney disease
    Fan, Mengli
    Liu, Xiuwei
    Yu, Xiaoming
    Cui, Xiaoyu
    Cai, Wensheng
    Shao, Xueguang
    SCIENCE CHINA-CHEMISTRY, 2017, 60 (02) : 299 - 304
  • [45] Rapid Detection of Atrazine at Workplace with Near-Infrared Spectroscopy
    Zhou, Xing-fan
    Song, Xiang-zhong
    Fu, Zhao-hui
    Zhao, peng
    Xu, Zhi-zhen
    Tang, Shi-Chusan
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2017, 37 (03) : 755 - 759
  • [46] Near-infrared spectroscopy of Chinese soy sauce for quality evaluation
    Chen, Xiaoqian
    Li, Chuanwei
    Liu, Xiaofang
    Su, Yu
    Sun, Ziang
    Yuan, Lei
    Wang, Shuo
    QUALITY ASSURANCE AND SAFETY OF CROPS & FOODS, 2023, 15 (01) : 139 - 151
  • [47] Rapid detection of Rosa laevigata polysaccharide content by near-infrared spectroscopy
    Yan, Hui
    Han, Bang-xing
    Wu, Qiong-ying
    Jiang, Ming-zhu
    Gui, Zhong-zheng
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2011, 79 (01) : 179 - 184
  • [48] Potential of near-infrared spectroscopy (NIRS) for prediction of acrylamide formation in French fries in the potato breeding process
    Smit, Inga
    Vosmann, Klaus
    Weber, Lydia
    Truberg, Bernd
    Muders, Katja
    Bulbul, Mete Kaan
    Demirel, Ufuk
    Caliskan, Mehmet Emin
    Haase, Norbert Ulf
    FOOD CHEMISTRY, 2025, 463
  • [49] Rapid detection of quality of Japanese fermented soy sauce using near-infrared spectroscopy
    Wang, Shuo
    Tamura, Takehiro
    Kyouno, Nobuyuki
    Liu, Xiaofang
    Zhang, Han
    Akiyama, Yoshinobu
    Chen, Jie Yu
    ANALYTICAL METHODS, 2020, 12 (18) : 2347 - 2354
  • [50] Multi-Index Rapid Detection of Salmon Quality Based on Near-Infrared Spectroscopy
    Shi Ji-yong
    Li Wen-ting
    Zou Xiao-bo
    Zhang Fang
    Chen Ying
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2019, 39 (07) : 2244 - 2249