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
  • [21] Application of near-infrared spectroscopy for screening the potato flour content in Chinese steamed bread
    Wang, Hui
    Lv, Du
    Dong, Nan
    Wang, Sijie
    Liu, Jia
    FOOD SCIENCE AND BIOTECHNOLOGY, 2019, 28 (04) : 955 - 963
  • [22] Measurement of quality parameters of sugar beet juices using near-infrared spectroscopy and chemometrics
    Bahrami, Mohammad Erfan
    Honarvar, Masoud
    Ansari, Keivan
    Jamshidi, Bahareh
    JOURNAL OF FOOD ENGINEERING, 2020, 271
  • [23] A Review of the Application of Near-Infrared Spectroscopy for the Analysis of Potatoes
    Lopez-Maestresalas, Ainara
    Arazuri, Silvia
    Garcia, Ignacio
    Mangado, Jesus
    Jaren, Carmen
    JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2013, 61 (23) : 5413 - 5424
  • [24] Rapid determination of the chemical compositions of peanut seed (Arachis hypogaea.) Using portable near-infrared spectroscopy
    Bilal, Muhammad
    Zou Xiaobo
    Arslan, Muhmmad
    Tahir, Haroon Elrasheid
    Azam, Muhammad
    Junjun, Zhang
    Basheer, Sajid
    Abdullah
    VIBRATIONAL SPECTROSCOPY, 2020, 110 (110)
  • [25] Rapid Estimation of Wheat Straw Decomposition Constituents Using Near-Infrared Spectroscopy
    Nielsen, Nathan S.
    Stubbs, Tami L.
    Garland-Campbell, Kimberly A.
    Carter, Arron H.
    AGRONOMY-BASEL, 2019, 9 (08):
  • [26] Quality Evaluation of Fair-Trade Cocoa Beans from Different Origins Using Portable Near-Infrared Spectroscopy (NIRS)
    Forte, Matteo
    Curro, Sarah
    Van de Walle, Davy
    Dewettinck, Koen
    Mirisola, Massimo
    Fasolato, Luca
    Carletti, Paolo
    FOODS, 2023, 12 (01)
  • [27] Prediction of acrylamide content in potato chips using near-infrared spectroscopy
    Xie, Chuanqi
    Wang, Changyan
    Zhao, Mengyao
    Zhao, Liming
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2023, 301
  • [28] Rapid determination of diesel fuel properties by near-infrared spectroscopy
    Hradecka, Ivana
    Velvarska, Romana
    Jaklova, Karolina Dlaskova
    Vrablik, Ales
    INFRARED PHYSICS & TECHNOLOGY, 2021, 119
  • [29] Visible and Near-Infrared Diffuse Reflectance Spectroscopy for Fast Qualitative and Quantitative Assessment of Nectarine Quality
    Cortes, V.
    Blasco, J.
    Aleixos, N.
    Cubero, S.
    Talens, P.
    FOOD AND BIOPROCESS TECHNOLOGY, 2017, 10 (10) : 1755 - 1766
  • [30] Rapid determination of acidity index of peanut during storage by a portable near-infrared spectroscopy system
    Liu, Liangyuan
    Jiang, Hui
    Chen, Quansheng
    INFRARED PHYSICS & TECHNOLOGY, 2022, 127