Evaluation of green coffee beans quality using near infrared spectroscopy: A quantitative approach

被引:58
作者
Santos, Joao Rodrigo [2 ]
Sarraguca, Mafalda C. [1 ]
Rangel, Antonio O. S. S. [2 ]
Lopes, Joao A. [1 ]
机构
[1] Univ Porto, Fac Farm, Dept Ciencias Quim, REQUIMTE, P-4050313 Porto, Portugal
[2] Univ Catolica Portuguese, Escola Super Biotecnol, CBQF, P-4200072 Porto, Portugal
关键词
Green coffee beans; Coffee bean defects; Near infrared spectroscopy; Partial least squares regression; Experimental design; CHEMOMETRICS; REGRESSION;
D O I
10.1016/j.foodchem.2012.06.059
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
Characterisation of coffee quality based on bean quality assessment is associated with the relative amount of defective beans among non-defective beans. It is therefore important to develop a methodology capable of identifying the presence of defective beans that enables a fast assessment of coffee grade and that can become an analytical tool to standardise coffee quality. In this work, a methodology for quality assessment of green coffee based on near infrared spectroscopy (NIRS) is proposed. NIRS is a green chemistry, low cost, fast response technique without the need of sample processing. The applicability of NIRS was evaluated for Arabica and Robusta varieties from different geographical locations. Partial least squares regression was used to relate the NIR spectrum to the mass fraction of defective and non-defective beans. Relative errors around 5% show that NIRS can be a valuable analytical tool to be used by coffee roasters, enabling a simple and quantitative evaluation of green coffee quality in a fast way. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1828 / 1835
页数:8
相关论文
共 26 条
  • [21] Volatile compounds as potential defective coffee beans' markers
    Toci, Aline T.
    Farah, Adriana
    [J]. FOOD CHEMISTRY, 2008, 108 (03) : 1133 - 1141
  • [22] Tormod N., 2002, A user-friendly guide to multivariate calibration and classification
  • [23] A comparative studv of chemical attributes and levels of amines in defective green and roasted coffee beans
    Vasconcelos, Anna Luiza S.
    Franca, Adriana S.
    Gloria, Maria Beatriz A.
    Mendonca, Juliana C. F.
    [J]. FOOD CHEMISTRY, 2007, 101 (01) : 26 - 32
  • [24] Wehrens R, 1997, J CHEMOMETR, V11, P157, DOI 10.1002/(SICI)1099-128X(199703)11:2<157::AID-CEM471>3.0.CO
  • [25] 2-J
  • [26] The bootstrap: a tutorial
    Wehrens, R
    Putter, H
    Buydens, LMC
    [J]. CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS, 2000, 54 (01) : 35 - 52