메뉴 건너뛰기




Volumn 141, Issue 3, 2013, Pages 2639-2648

Evaluation of different validation strategies and long term effects in NIR calibration models

Author keywords

Analyses; Barley malt; Beer; Near infrared spectroscopy; Validation

Indexed keywords

BEER; CALIBRATION; ENZYMES; INFRARED DEVICES; NEAR INFRARED SPECTROSCOPY; NITROGEN;

EID: 84879245387     PISSN: 03088146     EISSN: 18737072     Source Type: Journal    
DOI: 10.1016/j.foodchem.2013.04.110     Document Type: Article
Times cited : (17)

References (30)
  • 1
    • 78650649260 scopus 로고    scopus 로고
    • Variable selection in regression-A tutorial
    • Andersen, C. M., & Bro, R. (2010). Variable selection in regression-A tutorial. Journal of Chemometrics, 24(11), 728-737
    • (2010) Journal of Chemometrics , vol.24 , Issue.11 , pp. 728-737
    • Andersen, C.M.1    Bro, R.2
  • 2
    • 84929765973 scopus 로고    scopus 로고
    • Utilising near infrared spectroscopy for predicting malting quality in whole grain barley and whole grain malt
    • Canberra, ACT, Australia
    • Black, C., & Panozzo, J. F. (2001). Utilising near infrared spectroscopy for predicting malting quality in whole grain barley and whole grain malt. In Proceedings of the 10th Australian barley technical symposium. Canberra, ACT, Australia
    • (2001) Proceedings of the 10th Australian Barley Technical Symposium
    • Black, C.1    Panozzo, J.F.2
  • 4
    • 33847634833 scopus 로고    scopus 로고
    • A feasibility study on the use of visible and short wavelengths in the near-infrared region for the non-destructive measurement of wine composition
    • DOI 10.1007/s00216-006-1031-z, Luminescence Spectrometry
    • Cozzolino, D., Kwiatkowski, M. J., Waters J., & Gishen, M. (2007). A feasibility study on the use of visible and short wavelengths in the near-infrared region for the non-destructive measurement of wine composition. Analytical and Bioanalytical Chemistry, 387, 2289-2295 (Pubitemid 46355178)
    • (2007) Analytical and Bioanalytical Chemistry , vol.387 , Issue.6 , pp. 2289-2295
    • Cozzolino, D.1    Kwiatkowski, M.J.2    Waters, E.J.3    Gishen, M.4
  • 6
    • 21744453767 scopus 로고    scopus 로고
    • The physics of near infrared scattering
    • P. Williams & K. Norris (Eds.) St. Paul, Minnesota, USA: American Association of Cereal Chemists
    • Dahm, D. J., & Dahm, K. D. (2001). The physics of near infrared scattering. In P. Williams & K. Norris (Eds.), Near-infrared technology in the agricultural and food industries (pp. 1-18). St. Paul, Minnesota, USA: American Association of Cereal Chemists
    • (2001) Near-infrared Technology in the Agricultural and Food Industries , pp. 1-18
    • Dahm, D.J.1    Dahm, K.D.2
  • 7
    • 85030405835 scopus 로고    scopus 로고
    • EBC (European Brewery Convention) Germany: Fachverlag Hans Carl
    • EBC (European Brewery Convention) (2006). Analytica-EBC. Nurnberg, Germany: Fachverlag Hans Carl
    • (2006) Analytica-EBC. Nurnberg
  • 8
    • 11144325691 scopus 로고
    • Partial least-squares regression: A tutorial
    • Geladi, P., & Kowalski, B. R. (1986). Partial least-squares regression: A tutorial. Analytica Chimica Acta, 185, 1-17
    • (1986) Analytica Chimica Acta , vol.185 , pp. 1-17
    • Geladi, P.1    Kowalski, B.R.2
  • 9
    • 84979437403 scopus 로고
    • Evaluation of barley and malt quality using near-infrared reflectance techniques
    • Henry, R. J. (1985). Evaluation of barley and malt quality using near-infrared reflectance techniques. Journal of the Institute of Brewing 91, 393-396
    • (1985) Journal of the Institute of Brewing , vol.91 , pp. 393-396
    • Henry, R.J.1
  • 10
    • 79953891123 scopus 로고    scopus 로고
    • Malt production
    • W. Kunze (Ed.) Germany: VLB Berlin
    • Kunze, W. (2004). Malt production. In W. Kunze (Ed.), Technology brewing and malting (pp. 97-194). Germany: VLB Berlin
    • (2004) Technology Brewing and Malting , pp. 97-194
    • Kunze, W.1
  • 13
    • 0026351585 scopus 로고
    • Extended multiplicative signal correction and spectral interference subtraction: New preprocessing methods for near infrared spectroscopy
    • Martens, H., & Stark, E. (1991). Extended multiplicative signal correction and spectral interference subtraction: New preprocessing methods for near infrared spectroscopy. Journal of Pharmaceutical and Biomedical Analysis, 9, 625-635
    • (1991) Journal of Pharmaceutical and Biomedical Analysis , vol.9 , pp. 625-635
    • Martens, H.1    Stark, E.2
  • 14
    • 84884595910 scopus 로고    scopus 로고
    • MEBAK (4th ed.), Mitteleuropaische Brautechnische Analysenkommision, Freising, Germany
    • MEBAK, (2002). Sudwerkkontrolle, Wurze, Bier, Biermischgetranke und AfG (4th ed.), Mitteleuropaische Brautechnische Analysenkommision, Freising, Germany
    • (2002) Sudwerkkontrolle, Wurze, Bier, Biermischgetranke und AfG
  • 16
    • 84884591141 scopus 로고    scopus 로고
    • Univariate calibration and the need for multivariate methods
    • T. Naes, T. Isaksson, T. Fearn, & T. Davies (Eds.) Chichester, UK: NIR Publications
    • Naes, T., Isaksson, T., Fearn, T., & Davies, T. (2002). Univariate calibration and the need for multivariate methods. In T. Naes, T. Isaksson, T. Fearn, & T. Davies (Eds.), A user-friendly guide to multivariate calibration and classification (pp. 11-18). Chichester, UK: NIR Publications
    • (2002) A User-friendly Guide to Multivariate Calibration and Classification , pp. 11-18
    • Naes, T.1    Isaksson, T.2    Fearn, T.3    Davies, T.4
  • 17
    • 0033905297 scopus 로고    scopus 로고
    • Interval partial least-squares regression (iPLS): A comparative chemometric study with an example from near-infrared spectroscopy
    • Nørgaard, L., Saudland, J., Wagner, J., Nilesen, J. P., Munck L., & Balling, Engelsen. S. (2000). Interval partial least-squares regression (iPLS): A comparative chemometric study with an example from near-infrared spectroscopy. Applied Spectroscopy, 54(3), 413-419 (Pubitemid 30585546)
    • (2000) Applied Spectroscopy , vol.54 , Issue.3 , pp. 413-419
    • Norgaard, L.1    Saudland, A.2    Wagner, J.3    Nielsen, J.P.4    Munck, L.5    Engelsen, S.B.6
  • 18
    • 85130065563 scopus 로고    scopus 로고
    • NIR analysis of cereals products
    • D. A. Burns & E. W. Ciurczak (Eds.) III ed. New York, USA: CRC Press Taylor and Francis Group
    • Osborne, B. G. (2008). NIR analysis of cereals products. In D. A. Burns & E. W. Ciurczak (Eds.), Handbook of near-infrared analysis (III ed., pp. 399-414). New York, USA: CRC Press, Taylor and Francis Group
    • (2008) Handbook of Near-infrared Analysis , pp. 399-414
    • Osborne, B.G.1
  • 19
    • 71249149458 scopus 로고    scopus 로고
    • Review of the most common pre-processing techniques for near-infrared spectra
    • Rinnan, A van den Berg, F., & Balling, Engelsen S. (2009). Review of the most common pre-processing techniques for near-infrared spectra. Trends in Analytical Chemistry, 28(10), 1201-1222
    • (2009) Trends in Analytical Chemistry , vol.28 , Issue.10 , pp. 1201-1222
    • Rinnan, A.1    Van Den Berg, F.2    Balling, E.S.3
  • 20
    • 79956079055 scopus 로고    scopus 로고
    • Multivariate calibration for quantitative analysis
    • Da.-Wen. Sun (Ed.) Burlington, USA: Academic Press is an imprint of Elsevier.
    • Romía, M. B., & Bernàrdez, M. A. (2008). Multivariate calibration for quantitative analysis. In Da.-Wen. Sun (Ed.), Infrared spectroscopy for food quality analysis and control (pp. 51-79). Burlington, USA: Academic Press is an imprint of Elsevier
    • (2008) Infrared Spectroscopy for Food Quality Analysis and Control , pp. 51-79
    • Romía, M.B.1    Bernàrdez, M.A.2
  • 21
    • 85130042516 scopus 로고    scopus 로고
    • Basic principles of near-infrared spectroscopy
    • D. A. Burns & E. W. Ciurczak (Eds.) III ed. New York, USA: CRC Press, Taylor and Francis Group
    • Siesler, H. W. (2008). Basic principles of near-infrared spectroscopy. In D. A. Burns & E. W. Ciurczak (Eds.), Handbook of near infrared analysis (III ed., pp. 7-20). New York, USA: CRC Press, Taylor and Francis Group
    • (2008) Handbook of Near Infrared Analysis , pp. 7-20
    • Siesler, H.W.1
  • 23
    • 77956269941 scopus 로고    scopus 로고
    • Near-infrared spectroscopy for proficient quality evaluation of malt and maize in beer industry
    • Sileoni, V., Perretti, G., Marte, L., Marconi, O., & Fantozzi, P. (2010). Near-infrared spectroscopy for proficient quality evaluation of malt and maize in beer industry. Journal of the Institute of Brewing, 116(2), 134-139
    • (2010) Journal of the Institute of Brewing , vol.116 , Issue.2 , pp. 134-139
    • Sileoni, V.1    Perretti, G.2    Marte, L.3    Marconi, O.4    Fantozzi, P.5
  • 26
    • 11044222688 scopus 로고    scopus 로고
    • 03.06. West Conshohocken, PA 19428-2959 USA The American Society for Testing and Materials (ASTM) Practice E1655-00
    • The American Society for Testing and Materials (ASTM) Practice E1655-00. (2001) In ASTM Annual Book of Standards, 03.06. West Conshohocken, PA 19428-2959 USA, 573-600
    • (2001) ASTM Annual Book of Standards , pp. 573-600
  • 27
    • 84884586726 scopus 로고    scopus 로고
    • World Beer Production 2009/2010
    • The Barth Report hops 2010-2011 (2010-2011). World Beer Production 2009/2010
    • (2010) The Barth Report Hops 2010-2011
  • 28
    • 84884586484 scopus 로고    scopus 로고
    • Nuremberg, Germany: Barth-Haas Group, Joh. Barth & Sohn Gmbh & Co KG
    • In The Barth Report hops 2010-2011 (pp. 7-8). Nuremberg, Germany: Barth-Haas Group, Joh. Barth & Sohn Gmbh & Co KG
    • (2010) The Barth Report Hops , pp. 7-8
  • 29
    • 0001392735 scopus 로고    scopus 로고
    • Implementation of near infrared technology
    • P. Williams & K. Norris (Eds.) St. Paul, USA: American Association of Cereal Chemists
    • Williams, P. C. (2001). Implementation of near infrared technology. In P. Williams & K. Norris (Eds.), Near infrared technology in the agricultural and food industries (pp. 145-170). St. Paul, USA: American Association of Cereal Chemists
    • (2001) Near Infrared Technology in the Agricultural and Food Industries , pp. 145-170
    • Williams, P.C.1
  • 30
    • 41149140815 scopus 로고    scopus 로고
    • Review: Better quality food and beverages: The role of near infrared spectroscopy
    • Woodcock, T., Downey, G., & O?Donnel, C. P. (2008). Review: Better quality food and beverages: The role of near infrared spectroscopy. Journal of Near Infrared Spectroscopy, 16(1), 1-29.
    • (2008) Journal of Near Infrared Spectroscopy , vol.16 , Issue.1 , pp. 1-29
    • Woodcock, T.1    Downey, G.2    Odonnel, C.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.