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Volumn 54, Issue 10, 2006, Pages 3485-3491

Determination of amino acid composition of soybeans (Glycine max) by near-infrared spectroscopy

Author keywords

Amino acids; Artificial neural networks (ANN); Chemometrics; Glycine max; Near infrared (NIR) spectroscopy; Partial least squares (PLS); Soybeans; Support vector machines (SVM)

Indexed keywords

AMINO ACID; PROTEIN;

EID: 33744935010     PISSN: 00218561     EISSN: None     Source Type: Journal    
DOI: 10.1021/jf052570u     Document Type: Article
Times cited : (139)

References (22)
  • 2
    • 33744917844 scopus 로고    scopus 로고
    • Practical application of near infrared reflectance spectroscopy to predict amino acids in feed ingredients
    • Irish, G. G.; Fickler, J.; Fontaine, J. Practical application of near infrared reflectance spectroscopy to predict amino acids in feed ingredients. Proc. Aust. Poult. Sci. Symp. 2003, 15, 69.
    • (2003) Proc. Aust. Poult. Sci. Symp. , vol.15 , pp. 69
    • Irish, G.G.1    Fickler, J.2    Fontaine, J.3
  • 3
    • 0031321969 scopus 로고    scopus 로고
    • Near-infrared reflectance spectroscopy in precision feed formulation
    • Van Kempen, T. A. T. G.; Simmins, P. H. Near-infrared reflectance spectroscopy in precision feed formulation. J. Appl. Poult. Res. 1997, 6, 471-477.
    • (1997) J. Appl. Poult. Res. , vol.6 , pp. 471-477
    • Van Kempen, T.A.T.G.1    Simmins, P.H.2
  • 4
    • 84936594276 scopus 로고
    • Determination of amino acids in wheat and barley by near-infrared reflectance spectroscopy
    • Williams, P. C.; Preston, K. R.; Norris, K. H.; Starkey, P. M. Determination of amino acids in wheat and barley by near-infrared reflectance spectroscopy. J. Food Sci. 1984, 49, 17-20.
    • (1984) J. Food Sci. , vol.49 , pp. 17-20
    • Williams, P.C.1    Preston, K.R.2    Norris, K.H.3    Starkey, P.M.4
  • 5
    • 0037187697 scopus 로고    scopus 로고
    • Estimating the amino acid composition in milled rice by near-infrared reflectance spectroscopy
    • Wu, J. G.; Shi, C.; Zhang, X. Estimating the amino acid composition in milled rice by near-infrared reflectance spectroscopy. Field Crops Res. 2002, 75, 1-7.
    • (2002) Field Crops Res. , vol.75 , pp. 1-7
    • Wu, J.G.1    Shi, C.2    Zhang, X.3
  • 6
    • 0030880024 scopus 로고    scopus 로고
    • Analysis of amino and fatty acid composition in soybean seed using near infrared reflectance spectroscopy
    • Pazdernik, D. L.; Killam, A. S.; Orf, J. H. Analysis of amino and fatty acid composition in soybean seed using near infrared reflectance spectroscopy. Agron. J. 1997, 89, 679-685.
    • (1997) Agron. J. , vol.89 , pp. 679-685
    • Pazdernik, D.L.1    Killam, A.S.2    Orf, J.H.3
  • 7
    • 0035135175 scopus 로고    scopus 로고
    • Near-infrared reflectance spectroscopy enables the fast and accurate prediction of the essential amino acid contents in soy, rapeseed meal, sunflower meal, peas, fishmeal, meat meal products, and poultry meal
    • Fontaine, J.; Horr, J.; Schirmer, B. Near-infrared reflectance spectroscopy enables the fast and accurate prediction of the essential amino acid contents in soy, rapeseed meal, sunflower meal, peas, fishmeal, meat meal products, and poultry meal. J. Agric. Food Chem. 2001, 49, 57-66.
    • (2001) J. Agric. Food Chem. , vol.49 , pp. 57-66
    • Fontaine, J.1    Horr, J.2    Schirmer, B.3
  • 8
    • 0037014288 scopus 로고    scopus 로고
    • Near-infrared reflectance spectroscopy (NIRS) enables the fast and accurate prediction of the essential amino acid contents. 2. Results for wheat, barley, corn, triticale, wheat bran/middlings, rice bran, and sorghum
    • Fontaine, J.; Schirmer, B.; Horr, J. Near-infrared reflectance spectroscopy (NIRS) enables the fast and accurate prediction of the essential amino acid contents. 2. Results for wheat, barley, corn, triticale, wheat bran/middlings, rice bran, and sorghum. J. Agric. Food Chem. 2002, 50, 3902-3911.
    • (2002) J. Agric. Food Chem. , vol.50 , pp. 3902-3911
    • Fontaine, J.1    Schirmer, B.2    Horr, J.3
  • 9
    • 12744257722 scopus 로고    scopus 로고
    • High-resolution nuclear magnetic resonance and near-infrared determination of soybean oil, protein, and amino acid residues in soybean seeds
    • Luthria, D. L., Ed.; AOCS Press: Champaign, IL
    • Baianu, I. C.; You, T.; Costescu, D. M.; Lozano, P. R.; Prisecaru, V.; Nelson, R. L. High-resolution nuclear magnetic resonance and near-infrared determination of soybean oil, protein, and amino acid residues in soybean seeds. In Oil Extraction and Analysis: Critical Issues and Comparative Studies; Luthria, D. L., Ed.; AOCS Press: Champaign, IL, 2004; pp 193-240.
    • (2004) Oil Extraction and Analysis: Critical Issues and Comparative Studies , pp. 193-240
    • Baianu, I.C.1    You, T.2    Costescu, D.M.3    Lozano, P.R.4    Prisecaru, V.5    Nelson, R.L.6
  • 16
    • 84887252594 scopus 로고    scopus 로고
    • Support vector method for function approximation, regression estimation, and signal processing
    • Mozer, M., Jordan M., Petsche, T., Eds.; MIT Press: Cambridge, MA
    • Vapnik, V.; Golowich, S.; Smola, A. Support vector method for function approximation, regression estimation, and signal processing. In Advances in Neural Information Processing Systems 9; Mozer, M., Jordan M., Petsche, T., Eds.; MIT Press: Cambridge, MA, 1997; pp 281-287.
    • (1997) Advances in Neural Information Processing Systems 9 , pp. 281-287
    • Vapnik, V.1    Golowich, S.2    Smola, A.3
  • 17
    • 0003401675 scopus 로고    scopus 로고
    • NeuroCOLT2 Technical Report Series, NC-TR-98-030; Royal Holloway College, University of London: London, U.K.
    • Smola, A. J.; Scholkopf, B. A Tutorial on Support Sector Regression; NeuroCOLT2 Technical Report Series, NC-TR-98-030; Royal Holloway College, University of London: London, U.K., 1998.
    • (1998) A Tutorial on Support Sector Regression
    • Smola, A.J.1    Scholkopf, B.2
  • 18
    • 2342611333 scopus 로고    scopus 로고
    • Least-squares support vector machines for chemometrics: An introduction and evaluation
    • Cogdill, R. P.; Dardenne, P. Least-squares support vector machines for chemometrics: an introduction and evaluation. J. Near Infrared Spectrosc. 2004, 12, 93-100.
    • (2004) J. Near Infrared Spectrosc. , vol.12 , pp. 93-100
    • Cogdill, R.P.1    Dardenne, P.2
  • 19
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least-squares procedures
    • Savitzky, A.; Golay, M. J. E. Smoothing and differentiation of data by simplified least-squares procedures. Anal. Chem. 1964, 36, 1627-1639.
    • (1964) Anal. Chem. , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 22
    • 33744915298 scopus 로고    scopus 로고
    • Personal communication, Szent Istvan University, Budapest, Hungary, Chambersburg, PA
    • Personal communication with David B. Funk (Szent Istvan University, Budapest, Hungary) during the 12th International Diffuse Reflectance Conference (IDRC), Chambersburg, PA, 2004.
    • (2004) 12th International Diffuse Reflectance Conference (IDRC)
    • Funk, D.B.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.