Portable near infrared spectroscopy applied to quality control of Brazilian coffee

被引:100
作者
Correia, Radigya M. [1 ]
Tosato, Flavia [1 ]
Domingos, Eloilson [1 ]
Rodrigues, Rayza R. T. [1 ]
Aquino, Luiz Felipe M. [2 ]
Filgueiras, Paulo R. [1 ]
Lacerda, Valdemar, Jr. [1 ]
Romao, Wanderson [1 ,3 ,4 ]
机构
[1] Univ Fed Espirito Santo, Lab Petr & Forense, Ave Fernando Ferrari 514, BR-29075910 Vitoria, ES, Brazil
[2] ASTR034 Adv Sci Technol, Sao Paulo, SP, Brazil
[3] Inst Fed Espirito Santo, Av Ministro Salgado Filho, BR-29106010 Vila Velha, ES, Brazil
[4] Inst Nacl Ciencia & Tecnol Forense, Av Ministro Salgado Filho, BR-29106010 Vila Velha, ES, Brazil
关键词
MicroNIR; Coffee; Adulteration; PLS; PCA; ROASTED COFFEE; SENSORY PROPERTIES; ARABICA COFFEE; GC-MS; ADULTERATION; ROBUSTA; DIFFERENTIATION; QUANTIFICATION; VALIDATION; BIODIESEL;
D O I
10.1016/j.talanta.2017.08.009
中图分类号
O65 [分析化学];
学科分类号
070302 [分析化学];
摘要
The use of portable micro-spectrometers such as a micro near infrared region (microNlR) spectrometer is a promising technique for solving analytical problems in several areas of science. This work evaluated the potential of microNlR in quality control of Arabica coffee. Arabica coffee has a high commercial value product, motivating the development of analytical methods with high sensitivity and accuracy for detection of its adulteration. Herein, microNlR was successfully used to determine the quality of Arabica coffee by identification and quantification of adulterations such as Robusta coffee (in different roasting levels), as well as corn, peels, and sticks. MicroNIR was combined with multivariate calibration by partial least squares (PLS) and principal component analysis (PCA). A total of 125 blends were produced, containing thirteen different concentrations of the adulterants (corn and peels/sticks, and the Robusta coffee) ranging from 1 to 100 wt%. Developed PCA and PLS models were also applied to monitor the quality of sixteen commercial coffee samples. The results obtained using microNlR proved the ability of the method to be efficient and capable in the prediction of adulterations with minimum quantification levels (LOQs of 5-8 wt%), being able to be applied to quality control of commercial coffee samples. Therefore, microNlR can reduce and simplify the time of analysis and sample preparation step, as well as to guarantee the efficiency of real-time data acquisition owing to its portability.
引用
收藏
页码:59 / 68
页数:10
相关论文
共 58 条
[1]
Near infrared spectroscopy: An analytical tool to predict coffee roasting degree [J].
Alessandrini, Laura ;
Romani, Santina ;
Pinnavaia, Giangaetano ;
Rosa, Marco Dalla .
ANALYTICA CHIMICA ACTA, 2008, 625 (01) :95-102
[2]
[Anonymous], REV I A LUTZ
[3]
[Anonymous], 1446 ISO
[4]
[Anonymous], PRINCIPIOSDE ANALISE
[5]
[Anonymous], J PHARM BIOMED ANAL
[6]
[Anonymous], 2007, J FOOD TECHNOL
[7]
[Anonymous], E165512 ASTM
[8]
[Anonymous], J AGR FOOD CHEM
[9]
[Anonymous], CIENC TECNOL ALIMENT
[10]
[Anonymous], P SPIE