FTIR and Chemometrics as Effective Tools in Predicting the Quality of Specialty Coffees

被引:19
作者
Belchior, Veronica [1 ]
Botelho, Bruno Goncalves [2 ]
Casal, Susana [3 ]
Oliveira, Leandro S. [1 ,4 ]
Franca, Adriana S. [1 ,4 ]
机构
[1] Univ Fed Minas Gerais, PPGCA, Av Antonio Carlos 6627, BR-31270901 Belo Horizonte, MG, Brazil
[2] Univ Fed Minas Gerais, DQ, Av Antonio Carlos 6627, BR-31270901 Belo Horizonte, MG, Brazil
[3] Univ Porto, Fac Farm, LAQV REQUIMTE, R Jorge Viterbo Ferreira 228, P-4050313 Porto, Portugal
[4] Univ Fed Minas Gerais, DEMEC, Av Antonio Carlos 6627, BR-31270901 Belo Horizonte, MG, Brazil
关键词
Cup quality; Chemometrics; Partial least square regression (PLS); Attenuated total reflectance (ATR); Fourier transform infrared spectroscopy (FTIR); Specialty Coffee Association (SCA); FOURIER-TRANSFORM SPECTROSCOPY; NEAR-INFRARED SPECTROSCOPY; ROASTED COFFEES; MULTIPLE ADULTERANTS; DISCRIMINATION; FLAVOR; CLASSIFICATION; ATTRIBUTES; BEANS; GREEN;
D O I
10.1007/s12161-019-01619-z
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Cup tasting is the most important tool to access the quality of coffee beans. However, the use of sensory evaluation alone can present some problems, since bias from the previous knowledge of a particular sample and health conditions of the taster can influence the results. Given the well-established potential of spectroscopic methods in coffee quality evaluation, in the present study, we sought to evaluate the potential of FTIR spectroscopy for quantitative evaluation of specialty coffee quality. Samples of specialty coffee were provided by the Federacao dos Cafeicultores do Cerrado Mineiro and Fazenda Barinas. They were roasted in IKAWA coffee roaster, analyzed by a group of Q-graders, and submitted to FTIR analysis. Physicochemical analyses (pH, titratable acidity, brix, total solids, and browning compounds) were also employed to show potential differences. Only pH showed significant difference between the beverages. PLS results showed consistent models for predicting the quality previously given by the cuppers, with low values of RMSEC and RMSEP (0.23 both). Also, the models showed high values of Rc (0.99) and Rv (0.97). The whole spectra were considered as important to classify the coffees by their quality, showing the complexity of the beverage.
引用
收藏
页码:275 / 283
页数:9
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