Direct analysis of the main chemical constituents in Chenopodium quinoa grain using Fourier transform near-infrared spectroscopy

被引:35
|
作者
Ferreira, D. S. [1 ]
Pallone, J. A. L. [1 ]
Poppi, R. J. [2 ]
机构
[1] Univ Campinas UNICAMP, Fac Food Engn, Dept Food Sci, BR-13083862 Campinas, SP, Brazil
[2] Univ Campinas UNICAMP, Inst Chem, BR-13083970 Campinas, SP, Brazil
基金
巴西圣保罗研究基金会;
关键词
Multivariate data analysis; Composition analysis; Near-infrared reflectance spectroscopy; Chenopodium quinoa; MULTIVARIATE CALIBRATION; PROTEIN; ADULTERATION;
D O I
10.1016/j.foodcont.2014.04.016
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Interest in the research and development of quinoa, an indigenous Andean crop, has increased in the last 15 years, mainly because of its nutritional value and high seed yield. Near-infrared spectroscopy (NIRS) is a rapid non-destructive technique, which is useful for studying the chemical properties of these crops. Considering these advantages, the objective of this research is to develop NIRS calibrations suitable for the routine determination of dietary constituents in 78 varieties of quinoa using partial least squares (PLS). For recording NIR a sample spinner accessory of diffuse reflectance was applied directly on the quinoa samples without treatment was used. The PLS models developed for the quantification of moisture, ash, lipid, protein and carbohydrate content showed that the proposed methodology produced suitable results, with the graph of the real and predicted concentrations having a coefficient of determination (R-2) > 0.737 and RMSEP < 4.36%. This results show that NIRS with diffuse reflectance accessory provides an alternative for the determination of chemical compounds of quinoa, faster, at lower cost and no sample preparation. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:91 / 95
页数:5
相关论文
共 50 条
  • [1] Applications of near-infrared spectroscopy to process analysis using fourier transform spectrometer
    Masahiro Watari
    Optical Review, 2010, 17 : 317 - 322
  • [2] Applications of near-infrared spectroscopy to process analysis using fourier transform spectrometer
    Watari, Masahiro
    OPTICAL REVIEW, 2010, 17 (03) : 317 - 322
  • [3] Estimation of composition of quinoa (Chenopodium quinoa Willd.) grains by Near-Infrared Transmission spectroscopy
    Encina-Zelada, Christian
    Cadavez, Vasco
    Pereda, Jorge
    Gomez-Pando, Luz
    Salva-Ruiz, Bettit
    Teixeira, Jose A.
    Ibanez, Martha
    Liland, Kristian H.
    Gonzales-Barron, Ursula
    LWT-FOOD SCIENCE AND TECHNOLOGY, 2017, 79 : 126 - 134
  • [4] Applications of Fourier transform infrared spectroscopy, Fourier transform infrared microscopy and near-infrared spectroscopy to cancer research
    Yano, K
    Sakamoto, Y
    Hirosawa, N
    Tonooka, S
    Katayama, H
    Kumaido, K
    Satomi, A
    SPECTROSCOPY-AN INTERNATIONAL JOURNAL, 2003, 17 (2-3): : 315 - 321
  • [5] Estimation of Proximate Composition of Quinoa (Chenopodium quinoa, Willd.) Flour by Near-Infrared Transmission Spectroscopy
    Encina-Zelada, Christian
    Cadavez, Vasco
    Pereda, Jorge
    Gomez-Pando, Luz
    Salva-Ruiz, Bettit
    Ibanez, Martha
    Teixeira, Jose A.
    Gonzales-Barron, Ursula
    INCREASE, 2018, : 227 - 235
  • [6] Near-Infrared Fourier Transform Raman Spectroscopy of Indigoids
    Tatsch, E.
    Schrader, B.
    Journal of Raman Spectroscopy, 26 (06):
  • [7] Chemical characteristics and mineral composition of quinoa by near-infrared spectroscopy
    Inmaculada Gonzalez Martin, M.
    Wells Moncada, Guillermo
    Fischer, Susana
    Escuredo, Olga
    JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE, 2014, 94 (05) : 876 - 881
  • [8] Rapid prediction of moisture content of quinoa (Chenopodium quinoa Willd.) flour by Fourier transform infrared (FTIR) spectroscopy
    Gonzalez-Munoz, Adrian
    Montero, Bernabe
    Enrione, Javier
    Matiacevich, Silvia
    JOURNAL OF CEREAL SCIENCE, 2016, 71 : 246 - 249
  • [9] The pear acidity quantified analysis using PLS methods and Fourier transform near-infrared spectroscopy
    Liu Yan-de
    Ying Yi-bin
    SPECTROSCOPY AND SPECTRAL ANALYSIS, 2006, 26 (08) : 1454 - 1456