Nondestructive Identification of Tea (Camellia sinensis L.) varieties using FT-NIR spectroscopy and pattern recognition

Czech Journal of Food Sciences

Volumn 26, Issue 5, 2008, Pages 360-367

  Chen, Quansheng ^a   Zhao, Jiewen ^a   Liu, Muhua ^b   Cai, Jianrong ^a  

^a JIANGSU UNIVERSITY   (China)

^b JIANGXI AGRICULTURAL UNIVERSITY   (China)

Author keywords

FT NIR spectroscopy; Green tea; Identification; Pattern recognition; Variety

Indexed keywords

CAMELLIA SINENSIS;

EID: 55949112245     PISSN: 12121800     EISSN: None     Source Type: Journal    
DOI: 10.17221/1125-cjfs     Document Type: Article

References (25)

1. BLANCO M., COELLO J., ITURRIAGA H., MASPOCH S., PAGÈS J. (1999): Calibration in non-linear near infrared reflectance spectroscopy: a comparison of several methods. Analytica Chimica Acta, 384: 207-214.
2. CHEN Q.S., ZHAO J.W., HUANG X.Y., ZHANG H.D., LIU M.H. (2006a): Simultaneous determination of total polyphenols and caffeine contents of green tea by near-infrared reflectance spectroscopy. Microchemical Journal, 83: 42-47.
3. CHEN Q.S., ZHAO J.W., ZHANG H.D., WANG X.Y. (2006b): Feasibility study on qualitative and quantitative analysis in tea by near infrared spectroscopy with multivariate calibration. Analytica Chimica Acta, 572: 77-84.
4. CHEN Q.S., ZHAO J.W., CAI J.R. (2008): Identification of tea varieties using computer vision. Transcations of ASABE, 51: 623-628.
5. CLARK C.J., MCGLONE V.A., JORDAN R.B. (2005): Detection of Brownheart in 'Braeburn' apple by transmission NIR spectroscopy. Postharvest Biology and Technology, 28: 65-71.
6. ESTEBAN-DIEZ I., GONZALEZ-SAIZ J.M., PIZARRO C. (2004): An evaluation of orthogonal signal correction methods for the characterization of Arabica and Robusta coffee varieties by NIRS. Analytica Chimica Acta, 514: 57-67.
7. HALL M.N., ROBERTSON A., SCOTTER C.N.G. (1988): Near-infrared reflectance prediction of quality, theaflavin content and moisture content of black tea. Food Chemistry, 27: 61-75.
8. HERRADOR M.A., GONZALEZ A.G. (2001): Pattern recognition procedures for differentiation of green, black and Oolong teas according to their metal content from inductively coupled plasma atomic emission spectrometry. Talanta, 53: 1249-1257.
9. HIDEKI H., TOSHIHIRO M., KATSUNORI K. (1997): Simultaneous determination of qualitatively important components in green tea infusions using capillary electrophoresis. Journal of Chromatography A, 758: 332-335.
10. HUCK C.W., GUGGENBICHLER W., BONN G.K. (2005): Analysis of caffeine, theobromine and theophylline in coffee by near infrared spectroscopy compared to high-performance liquid chromatography (HPLC) coupled to mass spectrometry. Journal of Pharmaceutical Biomedical Analysis, 538: 195-203.
11. LUO Y.F., GUO Z.F., ZHU Z.Y., WANG C.P., JIANG H.Y., HAN B.Y. (2005): Studies on ANN models of determination of tea polyphenol and amylose in tea by near-infrared spectroscopy. Spectroscopy Spectral Analysis, 25: 1230-1233.
12. LUYPAERT J., ZHANG M.H., MASSART D.L. (2003): Feasibility study for the using near infrared spectroscopy in the qualitative and quantitative of green tea, Camellia sinensis (L). Analytica Chimica Acta, 487: 303-312.
13. MCGLONE V.A., JORDAN R.B., SEELYE R., MARTINSEN P.J. (2002): Comparing density and NIR methods for measurement of kiwi fruit dry matter and soluble solids content. Postharvest Biology and Technology, 26: 191-198.
14. MOUWEN D.J.M., CAPITA R., ALONSO-CALLEJA C., PRIETO-GÓMEZ J., PRIETO M. (2006): Artificial neural network based identification of Campylobacter species by Fourier transform infrared spectroscopy. Journal of Microbiological Methods, 67: 131-140.
15. ROGGO Y, DUPONCHEL L., HUVENNE J.P. (2003): Comparison of supervised pattern recognition methods with McNemar's statistical test. Application to qualitative analysis of sugar beet by near-infrared spectroscopy. Analytica Chimica Acta, 477: 187-200.
16. SCHULZ H., ENGELHARDT U.H., WEGENT A., DREWS H.H., LAPCZYNSKI S. (1999): Application of NIRS to the simultaneous prediction of alkaloids and phenolic substances in green tea leaves. Journal of Agricultural and Food Chemistry, 475: 5064-5067.
17. SUN Y.G., LIN M., LV J., XU L.H. (2004): Determination of the contents of free amino acids, caffeine and tea polyphenols in green tea by Fourier transform near-infrared spectroscopy. Chinese Journal of Spectroscopy Laboratory, 21: 940-943.
18. TOGARI N., KOBAYASHI A., AISHIMA T. (1995): Pattern recognition applied to gas chromatographic profiles of volatile component in three tea categories. Food Research International, 28: 495-502.
19. VALERA P., PABLO F., GONZALEZ A.G. (1996): Classification of tea samples by their chemical composition using discriminant analysis. Talanta, 43: 415-419.
20. WOO Y.A., KIM H.J., ZE K.R., CHUNG H. (2005): Near-infrared (NIR) spectroscopy for the non-destructive and fast determination of geographical origin of Angelicae gigantis Radix. Journal of Pharmaceutical Biomedical Analysis, 36: 955-959.
21. YAN S.H. (2005): Evaluation of the composition and sensory properties of tea using near infrared spectroscopy and principal component analysis. Journal Near Infrared Spectroscopy, 6: 313-325.
22. YANG H., IRUDAYARAI J., PARADKAR M.M. (2005): Discriminant analysis of edible oils and fats by FTIR, FT-NIR and FT-Raman spectroscopy. Food Chemistry, 93: 25-32.
23. ZHANG M.H., LUYPAERT J., XU Q.S., MASSART D.L. (2004): Determination of total antioxidant capacity in green tea by NIRS and multivariate calibration. Talanta, 62: 25-35.
24. ZHAO J.W., CHEN Q.S., HUANG X.Y., FANG C.H. (2006): Qualitative identification of tea categories by near infrared spectroscopy and support vector machine. Journal of Pharmaceutical Biomedical Analysis, 41: 1198-1204.
25. ZUO Y.G., CHEN H., DENG Y.W. (2002): Simultaneous determination of catechins, caffeine and gallic acids in green, Oolong, black and pu-erh teas using HPLC with a photodiode array detector. Talanta, 57: 307-316.