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Volumn 16, Issue 1, 2008, Pages 39-47

Near infrared spectroscopy and class modelling techniques for the geographical authentication of Ligurian extra virgin olive oil

Author keywords

Class modelling techniques; Extra virgin olive oil; Geographical origin; NIR spectroscopy

Indexed keywords


EID: 41149154845     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.759     Document Type: Article
Times cited : (53)

References (36)
  • 1
    • 33846550239 scopus 로고    scopus 로고
    • Comparison of the amounts of volatile compounds in French protected designation of origin virgin olive oils
    • doi: 10.1021/jf061796
    • B. Berlioz, C. Cordella, J.F. Cavalli, L. Lixxani-Cuvelier, A.M. Loiseau and X. Fernandez, "Comparison of the amounts of volatile compounds in French protected designation of origin virgin olive oils", J. Agric. Food Chem. 54, 10092 (2006). doi: 10.1021/jf061796+
    • (2006) J. Agric. Food Chem , vol.54 , pp. 10092
    • Berlioz, B.1    Cordella, C.2    Cavalli, J.F.3    Lixxani-Cuvelier, L.4    Loiseau, A.M.5    Fernandez, X.6
  • 2
    • 0345550276 scopus 로고    scopus 로고
    • Direct thermal extraction and gas chromatographic-mass spectrometric determination of volatile compounds of extra-virgin olive oils
    • doi: 10.1016/j.chroma.2003.10.035
    • P. Zunin, R. Boggia, S. Lanteri, R. Leardi, R. De Andreis and F. Evangelisti, "Direct thermal extraction and gas chromatographic-mass spectrometric determination of volatile compounds of extra-virgin olive oils", J. Chromatogr. A 1023, 271 (2004). doi: 10.1016/j.chroma.2003.10.035
    • (2004) J. Chromatogr. A , vol.1023 , pp. 271
    • Zunin, P.1    Boggia, R.2    Lanteri, S.3    Leardi, R.4    De Andreis, R.5    Evangelisti, F.6
  • 3
    • 0034625710 scopus 로고    scopus 로고
    • Authentication of vegetable oils by chromatographic techniqueś
    • doi: 10.1016/S0021-9673100100355-1
    • R. Aparicio and R. Aparicio-Ruíz, "Authentication of vegetable oils by chromatographic techniqueś, J. Chromatogr. A 881, 93 (2000). doi: 10.1016/S0021-9673100100355-1
    • (2000) J. Chromatogr. A , vol.881 , pp. 93
    • Aparicio, R.1    Aparicio-Ruíz, R.2
  • 4
    • 29344431586 scopus 로고    scopus 로고
    • Differentiation of French virgin olive oil RDOs by sensory characteristics, fatty acid and triacylglycerol compositions and chemometrics
    • doi: 10.1016/j.foodchem.2005.04.024
    • D. Ollivier, J. Artaud, C. Pinatel, J.P. Durbec and M. Guerere, "Differentiation of French virgin olive oil RDOs by sensory characteristics, fatty acid and triacylglycerol compositions and chemometrics", Food Chem. 97, 382 (2006). doi: 10.1016/j.foodchem.2005.04.024
    • (2006) Food Chem , vol.97 , pp. 382
    • Ollivier, D.1    Artaud, J.2    Pinatel, C.3    Durbec, J.P.4    Guerere, M.5
  • 6
    • 0034625577 scopus 로고    scopus 로고
    • Chromatographic analysis of minor constituents in vegetable oils
    • doi: 10.1016/S0021-9673(00)00389-7
    • A. Cert, W. Moreda and M.C. Pérez-Camino, "Chromatographic analysis of minor constituents in vegetable oils", J. Chromatogr. A 881, 131 (2000). doi: 10.1016/S0021-9673(00)00389-7
    • (2000) J. Chromatogr. A , vol.881 , pp. 131
    • Cert, A.1    Moreda, W.2    Pérez-Camino, M.C.3
  • 7
    • 30144431507 scopus 로고    scopus 로고
    • Class modeling techniques in the authentication of Italian oils from Sicily with a protected denomination of origin (PDO)
    • doi: 10.1016/j.chemolab.2005.05. 002
    • F. Marini, A. Magrì, R. Bucci, F. Balestrieri and D. Marini, "Class modeling techniques in the authentication of Italian oils from Sicily with a protected denomination of origin (PDO)", Chemometr. Intell. Lab. Syst. 80, 140 (2006). doi: 10.1016/j.chemolab.2005.05. 002
    • (2006) Chemometr. Intell. Lab. Syst , vol.80 , pp. 140
    • Marini, F.1    Magrì, A.2    Bucci, R.3    Balestrieri, F.4    Marini, D.5
  • 8
    • 0037051531 scopus 로고    scopus 로고
    • Classification and class modeling of "Riviera Ligure" extra-virgin olive oil using chemical-physical parameters
    • doi: 10.1021/jf011289m
    • R. Boggia, P. Zunin, S. Lanteri, N. Rossi and F. Evangelisti, "Classification and class modeling of "Riviera Ligure" extra-virgin olive oil using chemical-physical parameters", J. Agric. Food Chem. 50, 2444 (2002). doi: 10.1021/jf011289m
    • (2002) J. Agric. Food Chem , vol.50 , pp. 2444
    • Boggia, R.1    Zunin, P.2    Lanteri, S.3    Rossi, N.4    Evangelisti, F.5
  • 9
    • 0000164478 scopus 로고
    • Pattern recognition methods in the prediction of Italian olive oils origin by their fatty acid content
    • M. Forina and E. Tiscornia, "Pattern recognition methods in the prediction of Italian olive oils origin by their fatty acid content", Annali Chim. 72, 143 (1982).
    • (1982) Annali Chim , vol.72 , pp. 143
    • Forina, M.1    Tiscornia, E.2
  • 10
    • 4444307601 scopus 로고    scopus 로고
    • Supervised pattern recognition to authenticate Italian extra virgin olive oil varieties
    • doi: 10.1016/j.chemolab.2003.12.007
    • F. Marini, F. Balestrieri, R. Bucci, A.D. Magrì, A.L. Magrì and D. Marini, "Supervised pattern recognition to authenticate Italian extra virgin olive oil varieties", Chemometr. Intell. Lab. Syst. 73, 85 (2004). doi: 10.1016/j.chemolab.2003.12.007
    • (2004) Chemometr. Intell. Lab. Syst , vol.73 , pp. 85
    • Marini, F.1    Balestrieri, F.2    Bucci, R.3    Magrì, A.D.4    Magrì, A.L.5    Marini, D.6
  • 11
    • 3843139377 scopus 로고    scopus 로고
    • High-performance liquid chromatographic analysis of chlorophylls, pheophytins and carotenoids in virgin olive oils: Chemometrics approach to variety classification
    • doi: 10.1016/j.chroma.2004.06.093
    • A. Cichelli and G.P. Pertesana, "High-performance liquid chromatographic analysis of chlorophylls, pheophytins and carotenoids in virgin olive oils: chemometrics approach to variety classification", J. Chromatogr. A 1046, 141 (2004). doi: 10.1016/j.chroma.2004.06.093
    • (2004) J. Chromatogr. A , vol.1046 , pp. 141
    • Cichelli, A.1    Pertesana, G.P.2
  • 12
    • 3042820720 scopus 로고    scopus 로고
    • The detection and quantification of adulteration in olive oil by near-infrared spectroscopy and chemometrics
    • A.A. Christy, S. Kasemsumran, Y.P. Du and Y. Ozaki, "The detection and quantification of adulteration in olive oil by near-infrared spectroscopy and chemometrics", Anal. Sci. (Japan) 20, 935 (2004).
    • (2004) Anal. Sci. (Japan) , vol.20 , pp. 935
    • Christy, A.A.1    Kasemsumran, S.2    Du, Y.P.3    Ozaki, Y.4
  • 13
    • 1942453424 scopus 로고    scopus 로고
    • Triglyceride, total and 2-position fatty acid composition of Cornicabra virgin olive oil: Comparison with other Spanish cultivars
    • doi: 10.1016/j.foodchem.2003.09.021
    • F. Aranda, S. Gomez-Alonso, R.M.R. del Alamo, M.D. Salvador and G. Fregapane, "Triglyceride, total and 2-position fatty acid composition of Cornicabra virgin olive oil: comparison with other Spanish cultivars", Food Chem. 86, 485 (2004). doi: 10.1016/j.foodchem.2003.09.021
    • (2004) Food Chem , vol.86 , pp. 485
    • Aranda, F.1    Gomez-Alonso, S.2    del Alamo, R.M.R.3    Salvador, M.D.4    Fregapane, G.5
  • 14
    • 26844440852 scopus 로고    scopus 로고
    • 1H NMR fingerprinting with principal component analysis, linear discriminant analysis and probabilistic neural networks
    • doi: 10.1016/j.aca.2005.07.057
    • 1H NMR fingerprinting with principal component analysis, linear discriminant analysis and probabilistic neural networks", Anal. Chim. Acta 552, 13 (2005). doi: 10.1016/j.aca.2005.07.057
    • (2005) Anal. Chim. Acta , vol.552 , pp. 13
    • Rezzi, S.1    Axelson, D.E.2    Heberger, K.3    Reniero, F.4    Mariani, C.5    Guillou, C.6
  • 15
    • 19544362942 scopus 로고    scopus 로고
    • Optimisation of a new headspace mass spectrometry instrument. Discrimination of different geographic origin olive oils
    • doi: 10.1016/j.chroma.2005.04.020
    • M.C.C. Oliveros, R. Boggia, M. Casale, C. Armanino and M. Forina, "Optimisation of a new headspace mass spectrometry instrument. Discrimination of different geographic origin olive oils", J. Chromatogr. A 1076, 7 (2005). doi: 10.1016/j.chroma.2005.04.020
    • (2005) J. Chromatogr. A , vol.1076 , pp. 7
    • Oliveros, M.C.C.1    Boggia, R.2    Casale, M.3    Armanino, C.4    Forina, M.5
  • 16
    • 0037306097 scopus 로고    scopus 로고
    • Geographic classification of extra virgin olive oils from the eastern Mediterranean by chemometrics analysis of visible and near-infrared spectroscopic data
    • doi: 10.1366/000370203321535060
    • G. Downey, P. McIntyre and A.N. Davies, "Geographic classification of extra virgin olive oils from the eastern Mediterranean by chemometrics analysis of visible and near-infrared spectroscopic data", Appl. Spectrosc. 57, 158 (2003). doi: 10.1366/000370203321535060
    • (2003) Appl. Spectrosc , vol.57 , pp. 158
    • Downey, G.1    McIntyre, P.2    Davies, A.N.3
  • 17
    • 34347400202 scopus 로고    scopus 로고
    • Geographic origins and compositions of virgin olive oils determined by chemometric analysis of NIR spectra
    • doi: 10.1016/j.aca.2007.02.033
    • O. Galtier, N. Dupuy, Y. Le Dréau, D. Ollivier, C. Pinatel, J. Klister and J. Artaud, "Geographic origins and compositions of virgin olive oils determined by chemometric analysis of NIR spectra", Anal. Chim. Acta 595, 136 (2007). doi: 10.1016/j.aca.2007.02.033
    • (2007) Anal. Chim. Acta , vol.595 , pp. 136
    • Galtier, O.1    Dupuy, N.2    Le Dréau, Y.3    Ollivier, D.4    Pinatel, C.5    Klister, J.6    Artaud, J.7
  • 18
    • 20844460656 scopus 로고    scopus 로고
    • Potentiality of front-face fluorescence spectroscopy to determine the geographic origin of milks from the Haute-Loire department (France)
    • doi: 10.1051/lait:2005008
    • R. Karoui, B. Martin and É. Dufour, "Potentiality of front-face fluorescence spectroscopy to determine the geographic origin of milks from the Haute-Loire department (France)", Le Lait 85, 223 (2005). doi: 10.1051/lait:2005008
    • (2005) Le Lait , vol.85 , pp. 223
    • Karoui, R.1    Martin, B.2    Dufour, E.3
  • 19
    • 12344293939 scopus 로고    scopus 로고
    • The potential of combined infrared and fluorescence spectroscopies as a method of determination of the geographic origin of Emmental cheeses
    • doi: 10.1016/j.idairyj.2004.07.005
    • R. Karoui, É. Dufour, L. Pillonel, E. Schaller, D. Picque, T. Cattenoz and J.O. Bosset, "The potential of combined infrared and fluorescence spectroscopies as a method of determination of the geographic origin of Emmental cheeses" Int. Dairy J. 15, 287 (2005). doi: 10.1016/j.idairyj.2004.07.005
    • (2005) Int. Dairy J , vol.15 , pp. 287
    • Karoui, R.1    Dufour, E.2    Pillonel, L.3    Schaller, E.4    Picque, D.5    Cattenoz, T.6    Bosset, J.O.7
  • 20
    • 34548688233 scopus 로고    scopus 로고
    • A comparison of model-based and regression classification techniques applied to near infrared spectroscopic data in food authentication studies
    • doi: 10.1016/j.chemolab.2007.06.005
    • D. Toher, G. Downey and T.B. Murphy, "A comparison of model-based and regression classification techniques applied to near infrared spectroscopic data in food authentication studies", Chemometr. Intell. Lab. Syst. 89, 102 (2007). doi: 10.1016/j.chemolab.2007.06.005
    • (2007) Chemometr. Intell. Lab. Syst , vol.89 , pp. 102
    • Toher, D.1    Downey, G.2    Murphy, T.B.3
  • 21
    • 0002409366 scopus 로고
    • UNEQ: A disjoint modelling technique for pattern recognition based on normal distribution
    • doi: 10.1016/S0003-2670(00)86468-5
    • M.P. Derde and D.L. Massart, "UNEQ: a disjoint modelling technique for pattern recognition based on normal distribution", Anal. Chim. Acta 184, 33 (1986). doi: 10.1016/S0003-2670(00)86468-5
    • (1986) Anal. Chim. Acta , vol.184 , pp. 33
    • Derde, M.P.1    Massart, D.L.2
  • 22
    • 41149153187 scopus 로고    scopus 로고
    • 13/11/2003, European Community Regulation No
    • European Community Regulation No. 1989/03. Off. J. Eur. Communities: L295 (13/11/2003).
    • (2003) Off. J. Eur. Communities
  • 23
    • 84894887900 scopus 로고
    • Computer-aided design of experiments
    • doi: 10.2307/1266770
    • R.W. Kennard and L.A. Stone, "Computer-aided design of experiments", Technometrics 11, 137 (1969). doi: 10.2307/1266770
    • (1969) Technometrics , vol.11 , pp. 137
    • Kennard, R.W.1    Stone, L.A.2
  • 24
    • 0032076969 scopus 로고    scopus 로고
    • Extraction of representative subsets by potential functions method and genetic algorithms
    • doi: 10.1016/S0169-7439(97)00080-4
    • C. Pizarro Millan, M. Forina, C. Casolino and R. Leardi, "Extraction of representative subsets by potential functions method and genetic algorithms", Chemometr. Intell. Lab. Syst. 40, 33 (1998). doi: 10.1016/S0169-7439(97)00080-4
    • (1998) Chemometr. Intell. Lab. Syst , vol.40 , pp. 33
    • Pizarro Millan, C.1    Forina, M.2    Casolino, C.3    Leardi, R.4
  • 25
    • 0024701578 scopus 로고
    • Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra
    • doi: 10.1366/0003702894202201
    • R.J. Barnes, M.S. Dhanoa and S.J. Lister, "Standard normal variate transformation and de-trending of near-infrared diffuse reflectance spectra", Appl. Spectrosc. 43, 772 (1989). doi: 10.1366/0003702894202201
    • (1989) Appl. Spectrosc , vol.43 , pp. 772
    • Barnes, R.J.1    Dhanoa, M.S.2    Lister, S.J.3
  • 26
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • doi: 10.1021/ac60214a047
    • A. Savitzky and M J.E. Golay, "Smoothing and differentiation of data by simplified least squares procedures", Anal. Chem. 36, 1627 (1964). doi: 10.1021/ac60214a047
    • (1964) Anal. Chem , vol.36 , pp. 1627
    • Savitzky, A.1    Golay, M.J.E.2
  • 27
    • 0001529784 scopus 로고
    • Remarks on some nonparametric estimates of a density function
    • doi: 10.1214/aoms/1177728190
    • M. Rosenblatt, "Remarks on some nonparametric estimates of a density function", Ann. Math. Statist. 27, 832 (1956). doi: 10.1214/aoms/1177728190
    • (1956) Ann. Math. Statist , vol.27 , pp. 832
    • Rosenblatt, M.1
  • 29
    • 0001155588 scopus 로고
    • A class modelling technique based on potential functions
    • doi: 10.1002/cem.1180050504
    • M. Forina, C. Armanino, R. Leardi and G. Drava, "A class modelling technique based on potential functions", J. Chemometr. 5, 435 (1991). doi: 10.1002/cem.1180050504
    • (1991) J. Chemometr , vol.5 , pp. 435
    • Forina, M.1    Armanino, C.2    Leardi, R.3    Drava, G.4
  • 30
    • 0000117331 scopus 로고
    • SIMCA: A method for analysing chemical data in terms of similarity and analogy
    • Chemometrics, theory and application, Ed by B.R. Kowalski, American Chemical Society, Washington, DC, USA, p
    • S. Wold and M. Sjostrom, "SIMCA: A method for analysing chemical data in terms of similarity and analogy", in Chemometrics, theory and application, Ed by B.R. Kowalski, ACS Symposium Series 52. American Chemical Society, Washington, DC, USA, p. 243 (1977).
    • (1977) ACS Symposium Series , vol.52 , pp. 243
    • Wold, S.1    Sjostrom, M.2
  • 31
    • 41149171563 scopus 로고    scopus 로고
    • M. Forina and S. Lanteri, Data analysis in food chemistry, in Chemometrics: mathematics and statistics in chemistry. NATO ASI Series, Ser. C, 138, Ed by B.R. Kowalski. Reidel Publishing Company, Dordrecht, The Netherlands, p. 439 (1984).
    • M. Forina and S. Lanteri, "Data analysis in food chemistry", in Chemometrics: mathematics and statistics in chemistry. NATO ASI Series, Ser. C, Volume 138, Ed by B.R. Kowalski. Reidel Publishing Company, Dordrecht, The Netherlands, p. 439 (1984).
  • 32
    • 0002199780 scopus 로고
    • Multivariate quality control
    • Ed by C. Eisenhart, M.W. Hastay and W.A. Wallis. McGraw-Hill, New York, USA, p
    • H.H. Hotelling, "Multivariate quality control", in Translator and editor techniques of statistical analysis, Ed by C. Eisenhart, M.W. Hastay and W.A. Wallis. McGraw-Hill, New York, USA, p. 111 (1947).
    • (1947) Translator and editor techniques of statistical analysis , pp. 111
    • Hotelling, H.H.1
  • 33
    • 0002409366 scopus 로고
    • UNEQ: A disjoint modelling technique for pattern recognition based on normal distribution
    • doi: 10.1016/S0003-2670(00)86468-5
    • M.P. Derde and D.L. Massart, "UNEQ: a disjoint modelling technique for pattern recognition based on normal distribution", Anal. Chim. Acta 184, 33 (1986). doi: 10.1016/S0003-2670(00)86468-5
    • (1986) Anal. Chim. Acta , vol.184 , pp. 33
    • Derde, M.P.1    Massart, D.L.2
  • 34
    • 0016883693 scopus 로고
    • An orthogonal feature selection method
    • doi: 10.1016/0031-3203(76)90023-6
    • B.R. Kowalski and C.F. Bender, "An orthogonal feature selection method", Pattern Recognition 8, 1 (1976). doi: 10.1016/0031-3203(76)90023-6
    • (1976) Pattern Recognition , vol.8 , pp. 1
    • Kowalski, B.R.1    Bender, C.F.2
  • 35
    • 34248581299 scopus 로고    scopus 로고
    • Stepwise orthogonalization of predictors in classification and regression techniques: An 'old' technique revisited
    • doi: 10.1016/j.chemolab.2007.03.003
    • M. Forina, S. Lanteri, M. Casale and M.C. Cerrato Oliveros, "Stepwise orthogonalization of predictors in classification and regression techniques: an 'old' technique revisited", Chemometr. Intell. Lab Syst. 87(2), 252-261 (2007). doi: 10.1016/j.chemolab.2007.03.003
    • (2007) Chemometr. Intell. Lab Syst , vol.87 , Issue.2 , pp. 252-261
    • Forina, M.1    Lanteri, S.2    Casale, M.3    Cerrato Oliveros, M.C.4
  • 36
    • 41149153719 scopus 로고    scopus 로고
    • M. Forina, S. Lanteri, C. Armanino, C. Casolino and M. Casale, V-PARVUS 2007. An extendable package of programs for explorative data analysis, classification and regression analysis. Dip. Chimica e Tecnologie Farmaceutiche ed Alimentari, University of Genova. Available free at http://www.parvus.unige.it
    • M. Forina, S. Lanteri, C. Armanino, C. Casolino and M. Casale, V-PARVUS 2007. An extendable package of programs for explorative data analysis, classification and regression analysis. Dip. Chimica e Tecnologie Farmaceutiche ed Alimentari, University of Genova. Available free at http://www.parvus.unige.it


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