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
  • [31] Brief: predicting quality and performance of oilfield cements with artificial neural networks and FTIR spectroscopy
    Fletcher, Philip, 1600, Society of Petroleum Engineers (SPE), Richardson, TX, United States (47):
  • [32] A strategy of fast evaluation for the raw material of Tiepi Fengdou using FT-NIR and ATR-FTIR spectroscopy coupled with chemometrics tools
    Li, Lian
    Zhao, YanLi
    Li, ZhiMin
    Wang, YuanZhong
    VIBRATIONAL SPECTROSCOPY, 2022, 123
  • [33] Application of UV-Vis-NIR and FTIR spectroscopy coupled with chemometrics for quality prediction of katsuobushi based on the number of smoking treatments
    Park, Minjung
    Yu, Ji Young
    Ko, Jung A.
    Park, Hyun Jin
    FOOD CHEMISTRY, 2024, 442
  • [34] Rapid determination of adulteration of clove essential oil with benzyl alcohol and ethyl acetate: Towards quality control analysis by FTIR with chemometrics
    Tarhan, Ismail
    Bakir, Muhammed Rasit
    Kalkan, Oktay
    Yontem, Mustafa
    Kara, Huseyin
    VIBRATIONAL SPECTROSCOPY, 2022, 118
  • [35] Use of Remote Sensing and Chemometrics as Tools to Estimate Parameters of Water Quality in Intermittent Lakes of the Lower Doce River
    Miranda, Luis Guilherme Rodrigues
    Pereira Rainjha, Karla
    da Cuhna, Pedro Henrique Pereira
    Oliveira, Hudson Costa
    Barroso, Gilberto Fonseca
    Filgueiras, Paulo Roberto
    de Castro, Eustaquio Vinicius Ribeiro
    REVISTA VIRTUAL DE QUIMICA, 2023, 15 (06) : 1070 - 1080
  • [36] PREDICTING QUALITY AND PERFORMANCE OF OIL-FIELD CEMENTS WITH ARTIFICIAL NEURAL NETWORKS AND FTIR SPECTROSCOPY
    FLETCHER, P
    COVENEY, PV
    HUGHES, TL
    METHVEN, CM
    JOURNAL OF PETROLEUM TECHNOLOGY, 1995, 47 (02): : 129 - 130
  • [37] Using chemometrics in assessing Langat River water quality and designing a cost-effective water sampling strategy
    Juahir, Hafizan
    Zain, Sharifuddin M.
    Khan, Rashid A.
    Yusoff, Mohd K.
    Mokhtar, Mazlin B.
    Toriman, Mohd E.
    MAEJO INTERNATIONAL JOURNAL OF SCIENCE AND TECHNOLOGY, 2009, 3 (01) : 26 - 42
  • [38] HPLC Fingerprint Combined with Quantitation of Main Effective Components and Chemometrics as an Efficient Method for Quality Evaluation of Oviductus Ranae
    Wang, Shihan
    Xu, Yang
    Wang, Yanwei
    Lv, Zuying
    Cui, Qingyan
    Jin, Xiangqun
    Wang, Yongsheng
    NATURAL PRODUCT COMMUNICATIONS, 2017, 12 (09) : 1495 - 1499
  • [39] Portable NIR spectrometer and chemometric tools for predicting quality attributes and adulteration levels in butteroil
    Medeiros, Maria Lucimar da Silva
    Brasil, Yasmin Lima
    Cruz-Tirado, Luis Jam Pier
    Lima, Adriano Freitas
    Godoy, Helena Teixeira
    Barbin, Douglas Fernandes
    FOOD CONTROL, 2023, 144
  • [40] Quality control of mint species based on UV-VIS and FTIR spectral data supported by chemometric tools
    Kucharska-Ambrozej, Kamila
    Martyna, Agnieszka
    Karpinska, Joanna
    Kieltyka-Dadasiewicz, Anna
    Kubat-Sikorska, Aleksandra
    FOOD CONTROL, 2021, 129