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
相关论文
共 50 条
  • [41] Chemical-instrumental-sensory parameters and chemometrics as tools to discriminate among the quality categories of dry-cured Iberian shoulder
    Silva, A.
    Reina, R.
    Garcia-Casco, J.
    Ventanas, J.
    GRASAS Y ACEITES, 2013, 64 (02) : 201 - 209
  • [42] How Effective are Our Standard Tools for Predicting New Onset AF in a Population at Risk for Heart Failure
    Mahon, C.
    Waterhouse, D.
    O'Hanlon, R.
    O'Connell, E.
    Tallon, E.
    Ledwidge, M.
    McDonald, K.
    IRISH JOURNAL OF MEDICAL SCIENCE, 2014, 183 : S414 - S414
  • [43] USE OF QUALITY MANAGEMENT TOOLS AND METHODS IS ESSENTIAL TO SUPPORT EFFECTIVE GOVERNANCE OF HEALTHCARE ORGANISATIONS
    Arya, Dinesh
    ASIA PACIFIC JOURNAL OF HEALTH MANAGEMENT, 2020, 15 (01): : 49 - 52
  • [44] The application of quality tools in effective implementation of HACCP: An empirical study of food and pharmaceutical industries
    Kharub, Manjeet
    Limon, Shah
    Sharma, Rajiv Kumar
    INTERNATIONAL JOURNAL OF QUALITY & RELIABILITY MANAGEMENT, 2018, 35 (09) : 1920 - 1940
  • [45] Quality control of naringenin-carbamazepine drug-drug cocrystal: Quantitative analytical method construction of ATR-FTIR and Raman combined with chemometrics
    Xie, Yifei
    Zhou, Jian
    Zhang, Baoxi
    Zhang, Li
    Yang, Dezhi
    Yang, Shiying
    Fang, Lianhua
    Lu, Yang
    Du, Guanhua
    MICROCHEMICAL JOURNAL, 2024, 202
  • [46] Monitoring of Hazelnut oil quality during thermal processing in comparison with extra virgin olive oil by using ATR-FTIR spectroscopy combined with chemometrics
    Cakmak-Arslan, Gulgun
    SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY, 2022, 266
  • [47] Quest of Intelligent Research Tools for Rapid Evaluation of Fish Quality: FTIR Spectroscopy and Multispectral Imaging Versus Microbiological Analysis
    Govari, Maria
    Tryfinopoulou, Paschalitsa
    Parlapani, Foteini F.
    Boziaris, Ioannis S.
    Panagou, Efstathios Z.
    Nychas, George-John E.
    FOODS, 2021, 10 (02)
  • [48] Near-Infrared Spectroscopy and Chemometrics for Effective Online Quality Monitoring and Process Control during Pelagic Fishmeal and Oil Processing
    Gudjonsdottir, Maria
    Hilmarsdottir, Gudrun Svana
    Ogmundarson, Olafur
    Arason, Sigurjon
    FOODS, 2024, 13 (08)
  • [49] Micellar electrokinetic chromatography fingerprinting combined with chemometrics as an efficient strategy for evaluating the quality consistency and predicting the antioxidant activity of Lianqiao Baidu pills
    Chen, Shuai
    Sun, Guoxiang
    Yang, Lanping
    Zhang, Jing
    JOURNAL OF SEPARATION SCIENCE, 2017, 40 (13) : 2838 - 2848
  • [50] Predicting of Effective Dose as Biomarker for Cytotoxicity Using Partial Least Square-Fourier Transform Infrared Spectroscopy (PLS_FTIR)
    Zendehdel, Rezvan
    Khodakarim, Soheila
    Shirazi, Farshad H.
    IRANIAN JOURNAL OF PHARMACEUTICAL RESEARCH, 2015, 14 (04): : 1189 - 1196