메뉴 건너뛰기




Volumn 20, Issue 3, 2011, Pages 50-61

Classification of different adulteration ratios of reconstituted milk in raw milk and fresh milk by using Vis/NIR spectroscopy

Author keywords

Discriminant analysis; Fresh milk; Milk adulteration; NIR; Principle component analysis; Raw milk

Indexed keywords

FRESH MILK; MILK ADULTERATION; NIR; PRINCIPLE COMPONENT ANALYSIS; RAW MILK;

EID: 84555196800     PISSN: 08582114     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (1)

References (34)
  • 1
    • 80055036557 scopus 로고
    • AOAC official methods of analysis. 972.16 Fat, lactose, protein, and solids in milk. Association of Official Analytical Chemists, Arlington, VA
    • AOAC official methods of analysis. 1990. 972.16 Fat, lactose, protein, and solids in milk. Mid-infrared spectroscopic method. Association of Official Analytical Chemists, Arlington, VA. 816-818.
    • (1990) Mid-infrared Spectroscopic Method , pp. 816-818
  • 3
    • 33748938764 scopus 로고    scopus 로고
    • Least-squares support vector machines and near infrared spectroscopy for quantification of common adulterants in powdered milk
    • DOI 10.1016/j.aca.2006.07.008, PII S0003267006014954
    • Bonn, A., M. Ferrao, C. Mello, D. Maretto, and R. Poppi. 2006. Least-squares support vector machines and near infrared spectroscopy for quantification of common adulterants in powdered milk. Analytica Chimica Acta, 579: 25-32. (Pubitemid 44430191)
    • (2006) Analytica Chimica Acta , vol.579 , Issue.1 , pp. 25-32
    • Borin, A.1    Ferrao, M.F.2    Mello, C.3    Maretto, D.A.4    Poppi, R.J.5
  • 4
    • 0036981181 scopus 로고    scopus 로고
    • Effect of multiplicative scatter correction on wavelength selection for near infrared calibration to determine fat content in raw milk
    • Chen, J. Y., C. Iyo, F. Terada., and S. Kawano. 2002. Effect of multiplicative scatter correction on wavelength selection for near infrared calibration to determine fat content in raw milk. Journal of Near Infrared Spectroscopy, 10(4): 301-307. (Pubitemid 36182853)
    • (2002) Journal of Near Infrared Spectroscopy , vol.10 , Issue.4 , pp. 301-307
    • Chen, J.Y.1    Iyo, C.2    Terada, F.3    Kawano, S.4
  • 5
    • 84555212524 scopus 로고
    • Application of near infrared spectroscopy on the quality analysis adulteration detection and price estimation of milk
    • Institute of Food Science, National Taichung University. Taiwan, (in Chinese)
    • Chen, Y. S. 1993. Application of near infrared spectroscopy on the quality analysis adulteration detection and price estimation of milk. Mater thesis. Institute of Food Science, National Taichung University. Taiwan, (in Chinese)
    • (1993) Mater Thesis
    • Chen, Y.S.1
  • 6
    • 79953146032 scopus 로고    scopus 로고
    • COA. Council of Agriculture, Executive Yuan, Taipei, Taiwan. (in Chinese)
    • COA. 2009. Agricultural statistics yearbook. Council of Agriculture, Executive Yuan, Taipei, Taiwan. 126. (in Chinese)
    • (2009) Agricultural Statistics Yearbook , pp. 126
  • 7
    • 77956729105 scopus 로고    scopus 로고
    • Numerical methods in scientific computing
    • Dahlquist, G. and A. Bjorck. 2008. Numerical methods in scientific computing. SIAM published. Vol (1): 1-85.
    • (2008) SIAM Published , vol.1 , pp. 1-85
    • Dahlquist, G.1    Bjorck, A.2
  • 9
    • 84855728716 scopus 로고    scopus 로고
    • FAOSTAT
    • FAOSTAT. 2008. http://faostat.fao.org/default.aspx
    • (2008)
  • 10
    • 0000764772 scopus 로고
    • The use of multiple measurements in taxonomie problems
    • Fisher, R. 1936. The use of multiple measurements in taxonomie problems. Annals of Eugenics, 7, p. 179-188.
    • (1936) Annals of Eugenics , vol.7 , pp. 179-188
    • Fisher, R.1
  • 11
    • 35649011872 scopus 로고    scopus 로고
    • Principal components-artificial neural networks for predicting SSC and firmness of fruits based on near infrared spectroscopy
    • Fu, X., Y. Ying, H. Xu and Y. Zhou. 2007. Principal components-artificial neural networks for predicting SSC and firmness of fruits based on near infrared spectroscopy. American Society of Agricultural and Biological EngineerPaper Number: 073057.
    • (2007) American Society of Agricultural and Biological EngineerPaper Number , pp. 073057
    • Fu, X.1    Ying, Y.2    Xu, H.3    Zhou, Y.4
  • 12
    • 84555222383 scopus 로고    scopus 로고
    • Chapter 9 Multivariate Statistical Analysis. Marcel Dekker, Inc. New York
    • Giri, N. C. 2004. Chapter 9 Discriminant analysis, in: Multivariate Statistical Analysis. Marcel Dekker, Inc. New York, pp.435-482.
    • (2004) Discriminant Analysis , pp. 435-482
    • Giri, N.C.1
  • 13
    • 0037625782 scopus 로고    scopus 로고
    • Analysis of water in food by near infrared spectroscopy
    • (2003)
    • Hans, B. P. 2003. Analysis of water in food by near infrared spectroscopy. Food Chemistry, 82 (2003): 107-115.
    • (2003) Food Chemistry , vol.82 , pp. 107-115
    • Hans, B.P.1
  • 14
    • 4243587441 scopus 로고
    • Chapter 4 Hygienic quality
    • Eds by Harding F. Chapman & Hall. Wiltshire, UK
    • Harding F. 1995a. Chapter 4 Hygienic quality. In : Milk Quality. Eds by Harding F. Chapman & Hall. Wiltshire, UK. pp.60-74.
    • (1995) Milk Quality , pp. 60-74
    • Harding, F.1
  • 15
    • 4243587441 scopus 로고
    • Chapter 5 Adulteration of milk
    • Eds by Harding F. Chapman & Hall. Wiltshire, UK
    • Harding F. 1995b. Chapter 5 Adulteration of milk. In : Milk Quality. Eds by Harding F. Chapman & Hall. Wiltshire, UK. pp.60-74.
    • (1995) Milk Quality , pp. 60-74
    • Harding, F.1
  • 16
    • 0005900935 scopus 로고
    • Chapter 6 Composition quality
    • Eds by Harding F. Chapman & Hall. Wiltshire, UK
    • Harding F. 1995c. Chapter 6 Composition quality In : Milk Quality. Eds by Harding F. Chapman & Hall. Wiltshire, UK. pp.75-96.
    • (1995) Milk Quality , pp. 75-96
    • Harding, F.1
  • 17
    • 0002368445 scopus 로고
    • Data analysis: Wavelength selection methods
    • Williams, P. and K. Norris eds. St. Paul, Minn.: American Association of CerealChemists
    • Hruschka, W. R. 1987. Data analysis: Wavelength selection methods. In: Near Infrared Technology in the Agricultural and Food Industries, 35-55. Williams, P. and K. Norris eds. St. Paul, Minn.: American Association of CerealChemists.
    • (1987) Near Infrared Technology in the Agricultural and Food Industries, 35-55
    • Hruschka, W.R.1
  • 18
    • 0036524263 scopus 로고    scopus 로고
    • Separating septicemic and normal chicken livers by visible/near-infrared spectroscopy and back-propagation neural networks
    • Hsieh C. L., Y. R. Chen, B. P. Dey, and D. E. Chan. 2002. Separating septicemic and normal chicken livers by visible/near-infrared spectroscopy and back-propagation neural networks. Transactions of the ASAE, 45(2): 459-469.
    • (2002) Transactions of the ASAE , vol.45 , Issue.2 , pp. 459-469
    • Hsieh, C.L.1    Chen, Y.R.2    Dey, B.P.3    Chan, D.E.4
  • 19
    • 80055041750 scopus 로고
    • Analysis of consumer's behavior for cow milk and goat milk in Taiwan
    • Hu, Y. W. 1993. Analysis of consumer's behavior for cow milk and goat milk in Taiwan. Grains and Livestock, 241: 18-27.
    • (1993) Grains and Livestock , vol.241 , pp. 18-27
    • Hu, Y.W.1
  • 22
    • 84555162329 scopus 로고    scopus 로고
    • Detecting the content of fat in raw milk using near infrared spectroscopy
    • Lien, C. C., Y. N. Wan, and H. N. Chen. 2002. Detecting the content of fat in raw milk using near infrared spectroscopy. Taiwan Livestock Research, 35(2): 113-126.
    • (2002) Taiwan Livestock Research , vol.35 , Issue.2 , pp. 113-126
    • Lien, C.C.1    Wan, Y.N.2    Chen, H.N.3
  • 23
    • 80055046571 scopus 로고
    • Detection of reconstituted milk in raw milk through determination of milk Dnase activity
    • (in Chinese)
    • Lin, C. W, S. H. Chen, H. P. Su, and C. C. Ju. 1987. Detection of reconstituted milk in raw milk through determination of milk Dnase activity. Journal of the Chinese Agricultural Chemical Society, 25(3): 332-340. (in Chinese)
    • (1987) Journal of the Chinese Agricultural Chemical Society , vol.25 , Issue.3 , pp. 332-340
    • Lin, C.W.1    Chen, S.H.2    Su, H.P.3    Ju, C.C.4
  • 25
    • 0003753533 scopus 로고    scopus 로고
    • MATLAB. The Math Works, Inc., Natick, MA, USA
    • MATLAB. 2008. MATLAB Reference Guide, The Math Works, Inc., Natick, MA, USA.
    • (2008) MATLAB Reference Guide
  • 26
    • 84984440288 scopus 로고
    • Detection of nonfat dried milk in whole milk
    • Murthy, G. K., and L. Kaylor. 1970. Detection of nonfat dried milk in whole milk. Journal of Dairy Science, 54 (6): 826-829.
    • (1970) Journal of Dairy Science , vol.54 , Issue.6 , pp. 826-829
    • Murthy, G.K.1    Kaylor, L.2
  • 27
    • 30944457488 scopus 로고
    • Advances in near infrared spectroscopy
    • Murray, I. and I. A. Cowe eds. New York, N.Y.: VCH Press
    • Norris, K. H. 1991. Advances in near infrared spectroscopy. In: Making Light Work 596-602. Murray, I. and I. A. Cowe eds. New York, N.Y.: VCH Press.
    • (1991) Making Light Work , pp. 596-602
    • Norris, K.H.1
  • 28
    • 0023415315 scopus 로고
    • Multivariate analysis applied to near-infrared spectra of milk
    • Robert, P., D. Bertrand., M. F. Devaux., and R. Grappin. 1987. Multivariate analysis applied to near-infrared spectra of milk. Analytical Chemistry, 59 (17): 2187-2191. (Pubitemid 17659406)
    • (1987) Analytical Chemistry , vol.59 , Issue.17 , pp. 2187-2191
    • Robert, P.1    Bertrand, D.2    Devaux, M.F.3    Grappin, R.4
  • 30
    • 0000060280 scopus 로고
    • Detection of foreign fat adulteration of milk fat by near infrared spectroscopic method
    • Sato T. and S. Kawano. 1990. Detection of foreign fat adulteration of milk fat by near infrared spectroscopic method. Journal of Diary Science, 73: 3408-3413.
    • (1990) Journal of Diary Science , vol.73 , pp. 3408-3413
    • Sato, T.1    Kawano, S.2
  • 31
    • 0006885118 scopus 로고
    • Fresh raw milk composition analysis by NIR spectroscopy
    • Wageningen. Netherlands. EAAP Publication No.65, 1992. Edds: A.H. Ipema, A.C Lippus J.H.M Metz & W. Rossing
    • Schmilovitch, Z., E. Maltz, and M. Austerweill. 1992. Fresh raw milk composition analysis by NIR spectroscopy. Proceedings of the International Symposium on Prospects for Automatic Milking. Wageningen. Netherlands. EAAP Publication No.65, 1992. Edds: A.H. Ipema, A.C Lippus J.H.M Metz & W. Rossing.
    • (1992) Proceedings of the International Symposium on Prospects for Automatic Milking
    • Schmilovitch, Z.1    Maltz, E.2    Austerweill, M.3
  • 32
    • 0033227810 scopus 로고    scopus 로고
    • Near-infrared spectroscopy for dairy management: Measurement of unhomogenized milk composition
    • Tsenkova, R., S. Atanassova, K. Toyoda, Y. Ozaki, K. Itoh, and T. Fearn. 1999. Near-infrared spectroscopy for dairy management: measurement of unhomogenized milk composition. Journal of Dairy Science, 82: 2344-2351. (Pubitemid 129558950)
    • (1999) Journal of Dairy Science , vol.82 , Issue.11 , pp. 2344-2351
    • Tsenkova, R.1    Atanassova, S.2    Toyoda, K.3    Ozaki, Y.4    Itoh, K.5    Fearn, T.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.