메뉴 건너뛰기




Volumn 19, Issue 6, 2011, Pages 451-461

Optimal sample size for predicting viability of cabbage and radish seeds based on near infrared spectra of single seeds

Author keywords

CADEX; Classification; DUPLEX; ECVA; IECVA; Misclassification rate; NIR; PCA; Seeds

Indexed keywords


EID: 84856054444     PISSN: 09670335     EISSN: None     Source Type: Journal    
DOI: 10.1255/jnirs.966     Document Type: Article
Times cited : (27)

References (34)
  • 1
    • 0032741723 scopus 로고    scopus 로고
    • Sampling in seed health testing
    • doi: 10.1094/PHYTO.1999.89.11.1084
    • R.H. Morrison, "Sampling in seed health testing", Phytopathology 89, 1084 (1999). doi: 10.1094/PHYTO.1999.89.11.1084
    • (1999) Phytopathology , vol.89 , pp. 1084
    • Morrison, R.H.1
  • 2
    • 0344197912 scopus 로고
    • Studies on variation between results of repeated germination tests made in the same laboratory
    • J. Jørgensen, K. Kristensen, H. de Prins and A.M. Steiner, "Studies on variation between results of repeated germination tests made in the same laboratory", Seed Sci. Technol. 20, 281 (1992).
    • (1992) Seed Sci. Technol , vol.20 , pp. 281
    • Jørgensen, J.1    Kristensen, K.2    De Prins, H.3    Steiner, A.M.4
  • 3
    • 84855759500 scopus 로고    scopus 로고
    • ISTA. The International Seed Testing Association, Bassersdorf
    • ISTA, International Rules for Seed Testing. The International Seed Testing Association, Bassersdorf (2010).
    • (2010) International Rules for Seed Testing
  • 4
    • 33751417111 scopus 로고    scopus 로고
    • Consequences of sample size, variable selection, and model validation and optimisation, for predicting classification ability from analytical data
    • DOI 10.1016/j.trac.2006.10.005, PII S0165993606002330
    • R.G. Brereton, "Consequences of sample size, variable selection, and model validation and optimisation, for predicting classification ability from analytical data" , Trends Anal. Chem. 25, 1103 (2006). doi: 10.1016/j.trac.2006.10.005 (Pubitemid 44821420)
    • (2006) TrAC - Trends in Analytical Chemistry , vol.25 , Issue.11 , pp. 1103-1111
    • Brereton, R.G.1
  • 5
    • 0038301507 scopus 로고
    • Nondestructive determination of protein content in a single kernel of wheat and soybean by near infrared spectroscopy
    • Ed by A.M.C. Davies and P. Williams NIR Publications, Chichester, UK
    • H. Abe, T. Kusama, S. Kawano and M. Iwamoto, "Nondestructive determination of protein content in a single kernel of wheat and soybean by near infrared spectroscopy", in Near Infrared Spectroscopy: The Future Waves, Ed by A.M.C. Davies and P. Williams. NIR Publications, Chichester, UK, p. 457 (1995).
    • (1995) Near Infrared Spectroscopy: The Future Waves , pp. 457
    • Abe, H.1    Kusama, T.2    Kawano, S.3    Iwamoto, M.4
  • 6
    • 0344787284 scopus 로고
    • Near infrared applications in the development of genetically altered grains
    • Ed by A.M.C. Davies and P. Williams NIR Publications, Chichester, UK
    • D.J. Dyer and P. Feng, "Near infrared applications in the development of genetically altered grains", in Near Infrared Spectroscopy: The Future Waves, Ed by A.M.C. Davies and P. Williams. NIR Publications, Chichester, UK, p. 490 (1995).
    • (1995) Near Infrared Spectroscopy: The Future Waves , pp. 490
    • Dyer, D.J.1    Feng, P.2
  • 7
    • 0030336884 scopus 로고    scopus 로고
    • Direct spectrophotometric determination of moisture content of grain and seeds
    • doi: 10.1255/jnirs.940
    • K.H. Norris and J.R. Hart, "Direct spectrophotometric determination of moisture content of grain and seeds", J. Near Infrared Spectrosc. 4, 23 (1996). doi: 10.1255/jnirs.940
    • (1996) J. Near Infrared Spectrosc , vol.4 , pp. 23
    • Norris, K.H.1    Hart, J.R.2
  • 8
    • 0344938180 scopus 로고    scopus 로고
    • Estimation of seed weight, oil content and fatty acid composition in intact single seeds of rapeseed (Brassica napus L.) by near-infrared reflectance spectroscopy
    • DOI 10.1023/A:1003592115110
    • L. Velasco, C. Möllers and H.C. Becker, "Estimation of seed weight, oil content and fatty acid composition in intact single seeds of rapeseed (Brassica napus L.) by near infrared reflectance spectroscopy". Euphytica 106, 79 (1999). doi: 10.1023/A:1003592115110 (Pubitemid 29167364)
    • (1999) Euphytica , vol.106 , Issue.1 , pp. 79-85
    • Velasco, L.1    Mollers, C.2    Becker, H.C.3
  • 9
    • 0242516063 scopus 로고    scopus 로고
    • Discrimination of viable and empty seeds of Pinus patula Schiede & Deppe with near-infrared spectroscopy
    • DOI 10.1023/A:1022916615477
    • M. Tigabu and P.C. Odén, "Discrimination of viable and empty seeds of Pinus patula Schiede and Deppe with near infrared spectroscopy", New Forest 25, 163 (2003). doi: 10.1023/A:1022916615477 (Pubitemid 36499772)
    • (2003) New Forests , vol.25 , Issue.3 , pp. 163-176
    • Tigabu, M.1    Oden, P.C.2
  • 10
    • 84856059520 scopus 로고    scopus 로고
    • Nondestructive separation of viable and nonviable gourd (Lagenaria siceraria) seeds using single seed near infrared spectroscopy
    • T.-G. Min and W.-S. Kang, "Nondestructive separation of viable and nonviable gourd (Lagenaria siceraria) seeds using single seed near infrared spectroscopy", J. Kor. Soc. Hort. Sci. 44, 545 (2003).
    • (2003) J. Kor. Soc. Hort. Sci , vol.44 , pp. 545
    • Min, T.-G.1    Kang, W.-S.2
  • 11
    • 79960419915 scopus 로고    scopus 로고
    • Nondestructive classification of viable and nonviable radish (Raphanus sativus L.) seeds using single seed near infrared spectroscopy
    • T.-G. Min and W.-S. Kang, "Nondestructive classification of viable and nonviable radish (Raphanus sativus L.) seeds using single seed near infrared spectroscopy", Hort. Environ. Biotechnol. 49, 42 (2008).
    • (2008) Hort. Environ. Biotechnol , vol.49 , pp. 42
    • Min, T.-G.1    Kang, W.-S.2
  • 12
    • 79960383846 scopus 로고    scopus 로고
    • Classification of viable and non-viable spinach (Spinacia oleracea L.) by single seed near infrared spectroscopy and extended canonical variates analysis
    • doi: 10.1255/jnirs.928
    • M.H. Olesen, N. Shetty, R. Gislum and B. Boelt, "Classification of viable and non-viable spinach (Spinacia oleracea L.) by single seed near infrared spectroscopy and extended canonical variates analysis", J. Near Infrared Spectrosc. 19, 171 (2011). doi: 10.1255/jnirs.928
    • (2011) J. Near Infrared Spectrosc , vol.19 , Issue.171
    • Olesen, M.H.1    Shetty, N.2    Gislum, R.3    Boelt, B.4
  • 13
    • 0026120032 scopus 로고
    • Small sample size effects in statistical pattern recognition: Recommendations for practitioners
    • doi: 10.1109/34.75512
    • S.J. Raudys and A.K. Jain, "Small sample size effects in statistical pattern recognition: Recommendations for practitioners", IEEE T. Pattern Anal. 13, 252 (1991). doi: 10.1109/34.75512
    • (1991) IEEE T. Pattern Anal , vol.13 , pp. 252
    • Raudys, S.J.1    Jain, A.K.2
  • 15
    • 0002634522 scopus 로고
    • PLS discriminant plots
    • Ed by E.S. Gelsema and L.N. Kanal Elsevier, Amsterdam, The Netherlands
    • M. Sjöström, S. Wold and B. Söderström, "PLS discriminant plots", in Pattern Recognition in Practice II. Ed by E.S. Gelsema and L.N. Kanal. Elsevier, Amsterdam, The Netherlands, p. 486 (1986).
    • (1986) Pattern Recognition in Practice II , pp. 486
    • Sjöström, M.1    Wold, S.2    Söderström, B.3
  • 16
    • 34249294419 scopus 로고    scopus 로고
    • A modification of canonical variates analysis to handle highly collinear multivariate data
    • doi: 10.1002/cem.1017
    • L. Nørgaard, R. Bro, F. Westad and S.B. Engelsen, "A modification of canonical variates analysis to handle highly collinear multivariate data", J. Chemometr. 20, 425 (2006). doi: 10.1002/cem.1017
    • (2006) J. Chemometr , vol.20 , pp. 425
    • Nørgaard, L.1    Bro, R.2    Westad, F.3    Engelsen, S.B.4
  • 17
    • 0032765353 scopus 로고    scopus 로고
    • Multivariate strategies for classification based on NIR-spectra-with application to mayonnaise
    • DOI 10.1016/S0169-7439(99)00023-4, PII S0169743999000234
    • U.G. Indahl, N.S. Sahni, B. Kirkhus and T. Naes, "Multivariate strategies for classification based on NIRspectra-with application to mayonnaise", Chemometr. Intell. Lab. Syst. 49, 19 (1999). doi: 10.1016/S0169-7439(99)00023-4 (Pubitemid 29387356)
    • (1999) Chemometrics and Intelligent Laboratory Systems , vol.49 , Issue.1 , pp. 19-31
    • Indahl, U.G.1    Sahni, N.S.2    Kirkhus, B.3    Naes, T.4
  • 20
    • 36148935619 scopus 로고    scopus 로고
    • Fluorescence spectroscopy and chemometrics for classification of breast cancer samples-A feasibility study using extended canonical variates analysis
    • doi: 10.1002/cem.1042
    • L. Nørgaard, G. Sölétormos, N. Harrit, M. Albrechtsen, O. Olsen, D. Nielsen, K. Kampmann and R. Bro, "Fluorescence spectroscopy and chemometrics for classification of breast cancer samples-A feasibility study using extended canonical variates analysis", J. Chemometr. 21, 451 (2007). doi: 10.1002/cem.1042
    • (2007) J. Chemometr , vol.21 , pp. 451
    • Nørgaard, L.1    Sölétormos, G.2    Harrit, N.3    Albrechtsen, M.4    Olsen, O.5    Nielsen, D.6    Kampmann, K.7    Bro, R.8
  • 21
    • 36148988416 scopus 로고    scopus 로고
    • A new holistic exploratory approach to Systems biology by near infrared spectroscopy evaluated by chemometrics and data inspection
    • doi: 10.1002/cem.1079
    • L. Munck, "A new holistic exploratory approach to Systems biology by near infrared spectroscopy evaluated by chemometrics and data inspection", J. Chemometr. 21, 406 (2007). doi: 10.1002/cem.1079
    • (2007) J. Chemometr , vol.21 , pp. 406
    • Munck, L.1
  • 22
    • 0033905297 scopus 로고    scopus 로고
    • Interval partial leastsquares regression (iPLS): A comparative chemometric study with an example from near-infrared spectroscopy
    • doi: 10.1366/0003702001949500
    • L. Nørgaard, A. Saudland, J. Wagner, J.P. Nielsen, L. Munck and S.B. Engelsen, "Interval partial leastsquares regression (iPLS): A comparative chemometric study with an example from near-infrared spectroscopy", Appl. Spectrosc. 54, 413 (2000). doi: 10.1366/ 0003702001949500
    • (2000) Appl. Spectrosc , vol.54 , pp. 413
    • Nørgaard, L.1    Saudland, A.2    Wagner, J.3    Nielsen, J.P.4    Munck, L.5    Engelsen, S.B.6
  • 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
    • 84952126648 scopus 로고
    • Validation of regression models: Methods and examples
    • doi: 10.2307/1267881
    • R.D. Snee, "Validation of regression models: methods and examples", Technometrics 19, 415 (1977). doi: 10.2307/1267881
    • (1977) Technometrics , vol.19 , pp. 415
    • Snee, R.D.1
  • 25
    • 0022059848 scopus 로고
    • Linearization and scatter-correction for near-infrared reflectance spectra of meat
    • doi: 10.1366/0003702854248656
    • P. Geladi, D. McDougall and H. Martens, "Linearization and scatter-correction for near-infrared reflectance spectra of meat", Appl. Spectrosc. 39, 491 (1985). doi: 10.1366/0003702854248656
    • (1985) Appl. Spectrosc , vol.39 , pp. 491
    • Geladi, P.1    McDougall, D.2    Martens, H.3
  • 26
    • 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
    • DOI 10.1021/ac020194w
    • H. Martens, J.P. Nielsen and S.B. Engelsen, "Light scattering and light absorbance separated by extended multiplicative signal correction. Application to near-infrared transmission analysis of powder mixtures", Anal. Chem. 75, 394 (2003). doi: 10.1021/ac020194w (Pubitemid 36176708)
    • (2003) Analytical Chemistry , vol.75 , Issue.3 , pp. 394-404
    • Martens, H.1    Nielsen, J.P.2    Engelsen, S.B.3
  • 27
    • 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
  • 28
    • 45949123735 scopus 로고
    • Principal component analysis
    • doi: 10.1016/0169-7439(87)80084-9
    • S. Wold, K. Esbensen and P. Geladi, "Principal component analysis", Chemometr. Intell. Lab. 2, 37 (1987). doi: 10.1016/0169-7439(87) 80084-9
    • (1987) Chemometr. Intell. Lab , vol.2 , pp. 37
    • Wold, S.1    Esbensen, K.2    Geladi, P.3
  • 29
    • 63749093843 scopus 로고    scopus 로고
    • Back to basics: Multivariate qualitative analysis, canonical variates analysis
    • A.M.C. Davies and T. Fearn, "Back to basics: Multivariate qualitative analysis, canonical variates analysis", Spectrosc. Eur. 20, 18 (2008).
    • (2008) Spectrosc. Eur , vol.20 , pp. 18
    • Davies, A.M.C.1    Fearn, T.2
  • 30
    • 77957022971 scopus 로고    scopus 로고
    • Some common misunderstandings in chemometrics
    • doi: 10.1002/cem.1346
    • K. Kjeldahl and R. Bro, "Some common misunderstandings in chemometrics", J. Chemometr. 24, 558 (2010). doi: 10.1002/cem.1346
    • (2010) J. Chemometr , vol.24 , Issue.558
    • Kjeldahl, K.1    Bro, R.2
  • 31
    • 4544311269 scopus 로고    scopus 로고
    • Rapid and non-destructive analysis of vigour of Pinus patula seeds using single seed near infrared transmittance spectra and multivariate analysis
    • M. Tigabu and P.C. Odén, "Rapid and non-destructive analysis of vigour of Pinus patula seeds using single seed near infrared transmittance spectra and multivariate analysis", Seed Sci. Technol. 32, 593 (2004).
    • (2004) Seed Sci. Technol , vol.32 , pp. 593
    • Tigabu, M.1    Odén, P.C.2
  • 34
    • 48249127183 scopus 로고    scopus 로고
    • Proteome-wide characterization of sugarbeet seed vigor and its tissue specific expression
    • doi: 10.1073/pnas.0800585105
    • J. Catusse, J.-M. Strub, C. Job, A. Van Dorsselaer and D. Job, "Proteome-wide characterization of sugarbeet seed vigor and its tissue specific expression", Proc. Natl. Acad. Sci. USA 105, 10262 (2008). doi: 10.1073/pnas.0800585105
    • (2008) Proc. Natl. Acad. Sci. USA , vol.105 , pp. 10262
    • Catusse, J.1    Strub, J.-M.2    Job, C.3    Van Dorsselaer, A.4    Job, D.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.