Identification of coffee leaves using FT-NIR spectroscopy and SIMCA

被引:63
作者
Mees, Corenthin [1 ]
Souard, Florence [2 ,3 ]
Delporte, Cedric [4 ,5 ]
Deconinck, Eric [6 ]
Stoffelen, Piet [7 ]
Stevigny, Caroline [2 ]
Kauffmann, Jean-Michel [1 ]
De Braekeleer, Kris [1 ]
机构
[1] Univ Libre Bruxelles, Fac Pharm, Lab Instrumental Anal & Bioelectrochem, Blvd Triomphe,Campus Plaine,CP 205-06, B-1050 Brussels, Belgium
[2] Univ Libre Bruxelles, Lab Pharmacognosy Bromatol & Human Nutr, Brussels, Belgium
[3] Univ Grenoble Alpes, DPM, UMR 5063, Grenoble, France
[4] Univ Libre Bruxelles, Fac Pharm, Lab Pharmaceut Chem, Brussels, Belgium
[5] Univ Libre Bruxelles, Fac Pharm, Brussels, Belgium
[6] Sci Inst Publ Hlth, Sect Med & Hlth Care Prod, Dept Food Med & Consumer Safety, J Wytsmanstr 14, B-1050 Brussels, Belgium
[7] Bot Garden Meise, Meise, Belgium
关键词
Coffee leaves; FT-NIRS; Fingerprints; Chemometrics; SIMCA; NEAR-INFRARED SPECTROSCOPY; ROASTING DEGREE; CAFFEINE; ARABICA; CANEPHORA; ROBUSTA; SAMPLES; HPLC; QUANTIFICATION; CHEMOMETRICS;
D O I
10.1016/j.talanta.2017.09.056
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
cAbundant literature has been devoted to coffee beans (green or roasted) chemical description but relatively few studies have been devoted to coffee leaves. Given the fact that coffee leaves are used for food and medicinal consumption, it was of interest to develop a rapid screening method in order to identify coffee leaves taxa. Investigation by Fourier - Transform near infrared spectroscopy (FT-NIRS) was performed on nine Coffea taxa leaves harvested over one year in a tropical greenhouse of the Botanic Garden Meise (Belgium). The only process after leaves harvesting was an effective drying and a homogeneous leaves grinding. FT-NIRS with SIMCA analysis allowed to discriminate the spectral profiles across taxon, aging stage (mature and senescence coffee leaves) and harvest period. This study showed that it was possible (i) to classify the different taxa, (ii) to identify their aging stage and (iii) to identify the harvest period for the mature stage with a correct classification rate of 99%, 100% and 90%, respectively.
引用
收藏
页码:4 / 11
页数:8
相关论文
共 40 条
[11]   Quantification of Coffea arabica and Coffea canephora var. robusta concentration in blends by means of synchronous fluorescence and UV-Vis spectroscopies [J].
Dankowska, A. ;
Domagala, A. ;
Kowalewski, W. .
TALANTA, 2017, 172 :215-220
[12]   Growing coffee: Psilanthus (Rubiaceae) subsumed on the basis of molecular and morphological data; implications for the size, morphology, distribution and evolutionary history of Coffea [J].
Davis, Aaron P. ;
Tosh, James ;
Ruch, Nicolas ;
Fay, Michael F. .
BOTANICAL JOURNAL OF THE LINNEAN SOCIETY, 2011, 167 (04) :357-377
[13]   Characterization of the effects of different roasting conditions on coffee samples of different geographical origins by HPLC-DAD, NIR and chemometrics [J].
De Luca, Silvia ;
De Filippis, Martina ;
Bucci, Remo ;
Magri, Andrea D. ;
Magri, Antonio L. ;
Marini, Federico .
MICROCHEMICAL JOURNAL, 2016, 129 :348-361
[14]   Detection of whitening agents in illegal cosmetics using attenuated total reflectance-infrared spectroscopy [J].
Deconinck, E. ;
Bothy, J. L. ;
Desmedt, B. ;
Courselle, P. ;
De Beer, J. O. .
JOURNAL OF PHARMACEUTICAL AND BIOMEDICAL ANALYSIS, 2014, 98 :178-185
[15]   A NEAR-INFRARED REFLECTANCE ANALYSIS METHOD FOR THE NONINVASIVE IDENTIFICATION OF FILM-COATED AND NON-FILM-COATED, BLISTER-PACKED TABLETS [J].
DEMPSTER, MA ;
MACDONALD, BF ;
GEMPERLINE, PJ ;
BOYER, NR .
ANALYTICA CHIMICA ACTA, 1995, 310 (01) :43-51
[16]   Prediction of sensory properties of espresso from roasted coffee samples by near-infrared spectroscopy [J].
Esteban-Díez, I ;
González-Sáiz, JM ;
Pizarro, C .
ANALYTICA CHIMICA ACTA, 2004, 525 (02) :171-182
[17]   Variation in Caffeine Concentration in Single Coffee Beans [J].
Fox, Glen P. ;
Wu, Alex ;
Liang Yiran ;
Force, Lesleigh .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2013, 61 (45) :10772-10778
[18]   Ethnomedicinal study of plants used by Sheko ethnic group of Ethiopia [J].
Giday, Mirutse ;
Asfaw, Zemede ;
Woldu, Zerihun .
JOURNAL OF ETHNOPHARMACOLOGY, 2010, 132 (01) :75-85
[19]   GENERAL LEAST-SQUARES SMOOTHING AND DIFFERENTIATION BY THE CONVOLUTION (SAVITZKY-GOLAY) METHOD [J].
GORRY, PA .
ANALYTICAL CHEMISTRY, 1990, 62 (06) :570-573
[20]   Can Coffee Chemical Compounds and Insecticidal Plants Be Harnessed for Control of Major Coffee Pests? [J].
Green, Paul W. C. ;
Davis, Aaron P. ;
Cosse, Allard A. ;
Vega, Fernando E. .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2015, 63 (43) :9427-9434