메뉴 건너뛰기




Volumn 120, Issue 1, 2011, Pages 31-37

Quantification of fructan concentration in grasses using NIR spectroscopy and PLSR

Author keywords

Chemical band assignment; Cross model validation (CMV); Fructan; Grasses; Jack knifing; Near infrared reflectance (NIR) spectroscopy; Partial least squares regression (PLSR); Savitzky Golay derivative

Indexed keywords

CONCENTRATION (COMPOSITION); DATA SET; ERROR ANALYSIS; GRASS; MODEL VALIDATION; NEAR INFRARED; NUMERICAL MODEL; REGRESSION ANALYSIS; SPECTROSCOPY; SUGAR; WAVELENGTH;

EID: 78249283819     PISSN: 03784290     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.fcr.2010.08.008     Document Type: Article
Times cited : (73)

References (24)
  • 1
    • 49549102186 scopus 로고    scopus 로고
    • Near infrared spectroscopy: an analytical tool to predict coffee roasting degree
    • Alessandrini L., Romani S., Pinnavaia G., Rosa M.D. Near infrared spectroscopy: an analytical tool to predict coffee roasting degree. Anal. Chim. Acta 2008, 625:95-102.
    • (2008) Anal. Chim. Acta , vol.625 , pp. 95-102
    • Alessandrini, L.1    Romani, S.2    Pinnavaia, G.3    Rosa, M.D.4
  • 2
    • 0002858098 scopus 로고
    • Non-structural carbohydrate: analysis by near infrared reflectance spectroscopy and its importance as an indicator of plant growth
    • Batten G.D., Blakeney A.B., McGrath V.B., Ciavarella S. Non-structural carbohydrate: analysis by near infrared reflectance spectroscopy and its importance as an indicator of plant growth. Plant and Soil 1993, 155-156:243-246.
    • (1993) Plant and Soil , pp. 243-246
    • Batten, G.D.1    Blakeney, A.B.2    McGrath, V.B.3    Ciavarella, S.4
  • 3
    • 0034114353 scopus 로고    scopus 로고
    • Drought induces fructan synthesis and 1-SST (sucrose: sucrose fructosyltransferase) in roots and leaves of chicory seedlings (Cichoriumintybus L.)
    • De Roover J., Van den Branden K., Van Laere A., Van de Ende W. Drought induces fructan synthesis and 1-SST (sucrose: sucrose fructosyltransferase) in roots and leaves of chicory seedlings (Cichoriumintybus L.). Planta 2000, 210:808-814.
    • (2000) Planta , vol.210 , pp. 808-814
    • De Roover, J.1    Van den Branden, K.2    Van Laere, A.3    Van de Ende, W.4
  • 4
    • 0003493025 scopus 로고
    • Fructan accumulation and sucrose: sucrose fructosyltransferase activity in stems of spring wheat genotypes
    • Dubois D., Winzeler M., Nosberger J. Fructan accumulation and sucrose: sucrose fructosyltransferase activity in stems of spring wheat genotypes. Crop Sci. 1990, 30:315-319.
    • (1990) Crop Sci. , vol.30 , pp. 315-319
    • Dubois, D.1    Winzeler, M.2    Nosberger, J.3
  • 6
    • 0022059848 scopus 로고
    • Linearization and scatter-correction for near-infrared reflectance spectra of meat
    • Geladi P., McDougall D., Martens H. Linearization and scatter-correction for near-infrared reflectance spectra of meat. Appl. Spectrosc. 1985, 39:491-500.
    • (1985) Appl. Spectrosc. , vol.39 , pp. 491-500
    • Geladi, P.1    McDougall, D.2    Martens, H.3
  • 7
    • 78249274681 scopus 로고    scopus 로고
    • Guide for Infrared Spectroscopy
    • Guide for Infrared Spectroscopy, p. 4, http://www.niu.edu/AnalyticalLab/ftir/Buker%20FT-IR%20guide.pdf.
  • 8
    • 0000766114 scopus 로고
    • The origin, distribution, and evolutionary significance of fructans
    • CRC Press, Boca Raton, FL, M. Suzuki, N.J. Chatterton (Eds.)
    • Hendry G.A.F., Wallace R.K. The origin, distribution, and evolutionary significance of fructans. Science and Technology of Fructans 1993, 119-139. CRC Press, Boca Raton, FL. M. Suzuki, N.J. Chatterton (Eds.).
    • (1993) Science and Technology of Fructans , pp. 119-139
    • Hendry, G.A.F.1    Wallace, R.K.2
  • 9
    • 84984456209 scopus 로고
    • Water-soluble carbohydrates in perennial ryegrass breeding. II. Cultivar and hybrid progeny performance in cut plots
    • Humphreys M.O. Water-soluble carbohydrates in perennial ryegrass breeding. II. Cultivar and hybrid progeny performance in cut plots. Grass Forage Sci. 1989, 44:237-244.
    • (1989) Grass Forage Sci. , vol.44 , pp. 237-244
    • Humphreys, M.O.1
  • 10
    • 3042543280 scopus 로고    scopus 로고
    • Laminitis and fructan consumption
    • Jones E.W. Laminitis and fructan consumption. J. Equine Vet. Sci. 2004, 24:254.
    • (2004) J. Equine Vet. Sci. , vol.24 , pp. 254
    • Jones, E.W.1
  • 11
    • 67649909024 scopus 로고    scopus 로고
    • Fructan and its relationship to abiotic stress tolerance in plants
    • Livingston D.P., Hincha D.K., Heyer A.G. Fructan and its relationship to abiotic stress tolerance in plants. Cell. Mol. Life Sci. 2009, 66:2007-2023.
    • (2009) Cell. Mol. Life Sci. , vol.66 , pp. 2007-2023
    • Livingston, D.P.1    Hincha, D.K.2    Heyer, A.G.3
  • 13
    • 0037314976 scopus 로고    scopus 로고
    • Light scattering and light absorbance separated by extended multiplicative signal correction. Application to near-infrared transmission analysis of powder mixtures
    • Martens H., Nielsen J.P., Engelsen S.B. Light scattering and light absorbance separated by extended multiplicative signal correction. Application to near-infrared transmission analysis of powder mixtures. Anal. Chem. 2003, 75(3):394-404.
    • (2003) Anal. Chem. , vol.75 , Issue.3 , pp. 394-404
    • Martens, H.1    Nielsen, J.P.2    Engelsen, S.B.3
  • 16
    • 1342340930 scopus 로고    scopus 로고
    • Near-infrared spectroscopy in food analysis
    • John Wiley & Sons Ltd., Chichester, UK
    • Osborne B.G. Near-infrared spectroscopy in food analysis. Encyclopedia of Analytical Chemistry 2000, vol. 5:4069-4081. John Wiley & Sons Ltd., Chichester, UK.
    • (2000) Encyclopedia of Analytical Chemistry , vol.5 , pp. 4069-4081
    • Osborne, B.G.1
  • 18
    • 0037795766 scopus 로고    scopus 로고
    • Fructans: beneficial for plants and humans
    • Ritsema T., Smeekensy S. Fructans: beneficial for plants and humans. Curr. Opin. Plant Biol. 2003, 6:223-230.
    • (2003) Curr. Opin. Plant Biol. , vol.6 , pp. 223-230
    • Ritsema, T.1    Smeekensy, S.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, 36:1627-1638.
    • (1964) Anal. Chem. , vol.36 , pp. 1627-1638
    • Savitzky, A.1    Golay, M.J.E.2
  • 20
    • 84937398614 scopus 로고    scopus 로고
    • Gaussian convolutions - numerical approximations based on interpolation
    • Springer, Berlin/Heidelberg
    • van den Boomgaard R., van der Weij R. Gaussian convolutions - numerical approximations based on interpolation. Scale-Space and Morphology in Computer Vision 2001, vol. 2106:205-214. Springer, Berlin/Heidelberg.
    • (2001) Scale-Space and Morphology in Computer Vision , vol.2106 , pp. 205-214
    • van den Boomgaard, R.1    van der Weij, R.2
  • 21
    • 34250815103 scopus 로고    scopus 로고
    • Finding relevant spectral regions between spectroscopic techniques by use of cross model validation and partial least squares regression
    • Westad F., Afseth N.K., Bro R. Finding relevant spectral regions between spectroscopic techniques by use of cross model validation and partial least squares regression. Anal. Chim. Acta 2007, 595:323-327.
    • (2007) Anal. Chim. Acta , vol.595 , pp. 323-327
    • Westad, F.1    Afseth, N.K.2    Bro, R.3
  • 22
    • 49649092044 scopus 로고    scopus 로고
    • Incorporating chemical band-assignment in near infrared spectroscopy regression models
    • Westad F., Schmidt A., Kermit M. Incorporating chemical band-assignment in near infrared spectroscopy regression models. J. Near Infrared Spectrosc. 2008, 16:265-273.
    • (2008) J. Near Infrared Spectrosc. , vol.16 , pp. 265-273
    • Westad, F.1    Schmidt, A.2    Kermit, M.3
  • 23
    • 0001098205 scopus 로고
    • Estimation of principal components and related models by iterative least squares
    • Academic Press, New York, P.R. Krishnaiah (Ed.)
    • Wold H. Estimation of principal components and related models by iterative least squares. Multivariate Analysis 1966, 391-420. Academic Press, New York. P.R. Krishnaiah (Ed.).
    • (1966) Multivariate Analysis , pp. 391-420
    • Wold, H.1
  • 24
    • 44449118615 scopus 로고    scopus 로고
    • Interspecies variation of forage nutritive value and nonstructural carbohydrates in perennial cool-season grasses
    • Zhao D., MacKown C.T., Starks P.J., Bryan K.K. Interspecies variation of forage nutritive value and nonstructural carbohydrates in perennial cool-season grasses. Agron. J. 2008, 100:837-844.
    • (2008) Agron. J. , vol.100 , pp. 837-844
    • Zhao, D.1    MacKown, C.T.2    Starks, P.J.3    Bryan, K.K.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.