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Volumn 112, Issue , 2015, Pages 28-35

Determination of tea polyphenols content by infrared spectroscopy coupled with iPLS and random frog techniques

Author keywords

Infrared spectroscopy; Interval partial least squares; Random frog; Tea polyphenols; Wavenumber selection

Indexed keywords

INFRARED SPECTROSCOPY; LEAST SQUARES APPROXIMATIONS; REGRESSION ANALYSIS; TREES (MATHEMATICS);

EID: 84939950294     PISSN: 01681699     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.compag.2015.01.005     Document Type: Article
Times cited : (102)

References (26)
  • 1
    • 84874793167 scopus 로고    scopus 로고
    • Predicting foliar biochemistry of tea (Camellia sinensis) using reflectance spectra measured at powder, leaf and canopy levels
    • Bian M., Skidmore A., Schlerf M., Wang T., Liu Y., Zeng R., Fei T. Predicting foliar biochemistry of tea (Camellia sinensis) using reflectance spectra measured at powder, leaf and canopy levels. J. Photogramm. Remote Sens. 2013, 78:148-156.
    • (2013) J. Photogramm. Remote Sens. , vol.78 , pp. 148-156
    • Bian, M.1    Skidmore, A.2    Schlerf, M.3    Wang, T.4    Liu, Y.5    Zeng, R.6    Fei, T.7
  • 2
    • 84900509169 scopus 로고    scopus 로고
    • Measurement of water content in biodiesel using visible and near infrared spectroscopy combined with Random-Frog algorithm
    • Chen L., Zhao Y. Measurement of water content in biodiesel using visible and near infrared spectroscopy combined with Random-Frog algorithm. Trans. Chinese Soc. Agric. Eng. 2014, 30(8):168-173.
    • (2014) Trans. Chinese Soc. Agric. Eng. , vol.30 , Issue.8 , pp. 168-173
    • Chen, L.1    Zhao, Y.2
  • 3
    • 33646196202 scopus 로고    scopus 로고
    • Simultaneous determination of total polyphenols and caffeine contents of green tea by near-infrared reflectance spectroscopy
    • Chen Q., Zhao J., Huang X., Zhang H., Liu M. Simultaneous determination of total polyphenols and caffeine contents of green tea by near-infrared reflectance spectroscopy. Microchem. J. 2006, 83:42-47.
    • (2006) Microchem. J. , vol.83 , pp. 42-47
    • Chen, Q.1    Zhao, J.2    Huang, X.3    Zhang, H.4    Liu, M.5
  • 4
    • 84977819914 scopus 로고    scopus 로고
    • Comparison of polyphenols determination by iron tartrate and Folin-Denis colorimetric method
    • Chen H., Shi L., Liu F., Fu D., Xiao W. Comparison of polyphenols determination by iron tartrate and Folin-Denis colorimetric method. J. Prev. Med. 2008, 42(4):272-274.
    • (2008) J. Prev. Med. , vol.42 , Issue.4 , pp. 272-274
    • Chen, H.1    Shi, L.2    Liu, F.3    Fu, D.4    Xiao, W.5
  • 5
    • 37749040242 scopus 로고    scopus 로고
    • Determination of total polyphenols content in green tea using FT-NIR spectroscopy and different PLS algorithms
    • Chen Q., Zhao J., Liu M., Cai J., Liu J. Determination of total polyphenols content in green tea using FT-NIR spectroscopy and different PLS algorithms. J. Pharm. Biomed. Anal. 2008, 46:568-573.
    • (2008) J. Pharm. Biomed. Anal. , vol.46 , pp. 568-573
    • Chen, Q.1    Zhao, J.2    Liu, M.3    Cai, J.4    Liu, J.5
  • 8
    • 84977797028 scopus 로고    scopus 로고
    • Comparisons of antioxidant activities of tea catechin between large and small leaf tea
    • Fu D., Huang J., Liu Z. Comparisons of antioxidant activities of tea catechin between large and small leaf tea. J. Hunan Agric. Univ. (Nat. Sci.) 2002, 28(1):29-31.
    • (2002) J. Hunan Agric. Univ. (Nat. Sci.) , vol.28 , Issue.1 , pp. 29-31
    • Fu, D.1    Huang, J.2    Liu, Z.3
  • 9
    • 27144469821 scopus 로고    scopus 로고
    • Flavonols, flavones, flavanones, and human health: epidemiological evidence
    • Graf B., Milbury P., Blumberg J. Flavonols, flavones, flavanones, and human health: epidemiological evidence. J. Med. Food 2005, 8(3):281-290.
    • (2005) J. Med. Food , vol.8 , Issue.3 , pp. 281-290
    • Graf, B.1    Milbury, P.2    Blumberg, J.3
  • 10
    • 33745153476 scopus 로고    scopus 로고
    • Discrimination of varieties of apple using near infrared spectra based on principal component analysis and artificial neural network model
    • He Y., Li X., Shao Y. Discrimination of varieties of apple using near infrared spectra based on principal component analysis and artificial neural network model. Spectrosc. Spect. Anal. 2006, 26(5):850-853.
    • (2006) Spectrosc. Spect. Anal. , vol.26 , Issue.5 , pp. 850-853
    • He, Y.1    Li, X.2    Shao, Y.3
  • 11
    • 39149096259 scopus 로고    scopus 로고
    • Discriminating varieties of tea plant based on Vis/NIR spectral characteristics and using artificial neural networks
    • Li X., He Y. Discriminating varieties of tea plant based on Vis/NIR spectral characteristics and using artificial neural networks. Biosyst. Eng. 2008, 99:313-321.
    • (2008) Biosyst. Eng. , vol.99 , pp. 313-321
    • Li, X.1    He, Y.2
  • 12
    • 84864300519 scopus 로고    scopus 로고
    • Random frog: an efficient reversible jump Markov Chain Monte Carlo-like approach for variable selection with applications to gene selection and disease classification
    • Li H., Xua Q., Liang Y. Random frog: an efficient reversible jump Markov Chain Monte Carlo-like approach for variable selection with applications to gene selection and disease classification. Anal. Chim. Acta 2012, 740:20-26.
    • (2012) Anal. Chim. Acta , vol.740 , pp. 20-26
    • Li, H.1    Xua, Q.2    Liang, Y.3
  • 13
    • 70249116291 scopus 로고    scopus 로고
    • A testing model for tea polyphenol content based on NIR
    • Liu H., Lu J., Zhang W., Chen H. A testing model for tea polyphenol content based on NIR. Infrared Technol. 2007, 29(7):429-432.
    • (2007) Infrared Technol. , vol.29 , Issue.7 , pp. 429-432
    • Liu, H.1    Lu, J.2    Zhang, W.3    Chen, H.4
  • 14
    • 84862807723 scopus 로고    scopus 로고
    • Determination of degree of substitution of carboxymethyl starch by Fourier transform mid-infrared spectroscopy coupled with partial least squares
    • Liu J., Chen J., Dong N., Ming J., Zhao G. Determination of degree of substitution of carboxymethyl starch by Fourier transform mid-infrared spectroscopy coupled with partial least squares. Food Chem. 2012, 132(4):2224-2230.
    • (2012) Food Chem. , vol.132 , Issue.4 , pp. 2224-2230
    • Liu, J.1    Chen, J.2    Dong, N.3    Ming, J.4    Zhao, G.5
  • 15
    • 84879817300 scopus 로고    scopus 로고
    • Authentication of lotus root powder adulterated with potato starch and/or sweet potato starch using Fourier transform mid-infrared spectroscopy
    • Liu J., Wen Y., Dong N., Lai C., Zhao G. Authentication of lotus root powder adulterated with potato starch and/or sweet potato starch using Fourier transform mid-infrared spectroscopy. Food Chem. 2013, 141(3):3103-3109.
    • (2013) Food Chem. , vol.141 , Issue.3 , pp. 3103-3109
    • Liu, J.1    Wen, Y.2    Dong, N.3    Lai, C.4    Zhao, G.5
  • 16
    • 24344505470 scopus 로고    scopus 로고
    • Near infrared determination of the content of caffeine in tea polyphenol
    • Lu Y., Chen H., La J., Chen X. Near infrared determination of the content of caffeine in tea polyphenol. Spectrosc. Spect. Anal. 2005, 25(8):1243-1245.
    • (2005) Spectrosc. Spect. Anal. , vol.25 , Issue.8 , pp. 1243-1245
    • Lu, Y.1    Chen, H.2    La, J.3    Chen, X.4
  • 17
    • 24044507329 scopus 로고    scopus 로고
    • The near infrared spectroscopy of total catechin in polyphenols
    • Lu Y., Chen H., Lv J., Chen X. The near infrared spectroscopy of total catechin in polyphenols. J. Anal. Chem. 2005, 33(6):835-837.
    • (2005) J. Anal. Chem. , vol.33 , Issue.6 , pp. 835-837
    • Lu, Y.1    Chen, H.2    Lv, J.3    Chen, X.4
  • 18
    • 0033905297 scopus 로고    scopus 로고
    • Subinterval partial least-squares regression (iPLS): a comparative chemometric study with an example from near-infrared spectroscopy
    • Norgaard L., Saudland A., Wagner J., Nielsen J., Munck L., Engelsen S. Subinterval partial least-squares regression (iPLS): a comparative chemometric study with an example from near-infrared spectroscopy. Appl. Spectrosc. 2000, 54(3):413-419.
    • (2000) Appl. Spectrosc. , vol.54 , Issue.3 , pp. 413-419
    • Norgaard, L.1    Saudland, A.2    Wagner, J.3    Nielsen, J.4    Munck, L.5    Engelsen, S.6
  • 19
    • 79959935051 scopus 로고    scopus 로고
    • The use of Fourier transform mid infrared (FT-MIR) spectroscopy for detection and quantification of adulteration in virgin coconut oil
    • Rohman A., Che Man Y. The use of Fourier transform mid infrared (FT-MIR) spectroscopy for detection and quantification of adulteration in virgin coconut oil. Food Chem. 2011, 129(2):583-588.
    • (2011) Food Chem. , vol.129 , Issue.2 , pp. 583-588
    • Rohman, A.1    Che Man, Y.2
  • 20
    • 84857588987 scopus 로고    scopus 로고
    • Prediction of vitamin C using FTIR-ATR terahertz spectroscopy combined with subinterval partial least squares (iPLS) regression
    • Suhandy D., Yulia M., Ogawa Y., Kondo N. Prediction of vitamin C using FTIR-ATR terahertz spectroscopy combined with subinterval partial least squares (iPLS) regression. Syst. Integrat. (SII) 2011, 202-206.
    • (2011) Syst. Integrat. (SII) , pp. 202-206
    • Suhandy, D.1    Yulia, M.2    Ogawa, Y.3    Kondo, N.4
  • 23
    • 84881279834 scopus 로고    scopus 로고
    • Caffeine in green tea: its removal and isolation
    • Vuong Quan V., Roach Paul D. Caffeine in green tea: its removal and isolation. Separat. Purif. Rev. 2014, 43(2):155-174.
    • (2014) Separat. Purif. Rev. , vol.43 , Issue.2 , pp. 155-174
    • Vuong, Q.V.1    Roach, P.D.2
  • 24
    • 79960168464 scopus 로고    scopus 로고
    • Determination of caffeine content of tea and instant coffee brands found in the Kenyan market
    • Wanyika H., Gatebe E., Gitu L., Ngumba E., Maritim C. Determination of caffeine content of tea and instant coffee brands found in the Kenyan market. Afr. J. Food Sci. 2010, 4(6):353-358.
    • (2010) Afr. J. Food Sci. , vol.4 , Issue.6 , pp. 353-358
    • Wanyika, H.1    Gatebe, E.2    Gitu, L.3    Ngumba, E.4    Maritim, C.5
  • 25
    • 84977800611 scopus 로고    scopus 로고
    • Advances and technology in infrared spectroscopy
    • Zhao X. Advances and technology in infrared spectroscopy. J. Anqing Teach College 2012, 18(4):94-97.
    • (2012) J. Anqing Teach College , vol.18 , Issue.4 , pp. 94-97
    • Zhao, X.1
  • 26
    • 84896058489 scopus 로고    scopus 로고
    • Producing area identification of Letinus Edodes using mid-infrared spectroscopy
    • Zhu Z., Zhang C., Liu F., Kong W., He Y. Producing area identification of Letinus Edodes using mid-infrared spectroscopy. Spectrosc. Spect. Anal. 2014, 34(3):664-667.
    • (2014) Spectrosc. Spect. Anal. , vol.34 , Issue.3 , pp. 664-667
    • Zhu, Z.1    Zhang, C.2    Liu, F.3    Kong, W.4    He, Y.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.