메뉴 건너뛰기




Volumn 26, Issue 8-9, 2012, Pages 462-466

Use of partial least squares discriminant analysis on visible-near infrared multispectral image data to examine germination ability and germ length in spinach seeds

Author keywords

Classification; Germ length; Germination ability; PLS DA; Seed size; Spinach seeds; VIS NIR imaging

Indexed keywords

CULTIVATION; DISCRIMINANT ANALYSIS; IMAGE ANALYSIS; INFRARED DEVICES; LEAST SQUARES APPROXIMATIONS;

EID: 84865184232     PISSN: 08869383     EISSN: 1099128X     Source Type: Journal    
DOI: 10.1002/cem.1415     Document Type: Article
Times cited : (22)

References (19)
  • 1
    • 84865168241 scopus 로고    scopus 로고
    • The influence of harvest methods on seed yield, seed size and germination capacity of Bulbine bulbosa (R.Br.) Haw. (Liliaceae)
    • Adkins S, Ashmore S, Navie SC(eds.). CAB International: Cambridge
    • Delpratt CJ. The influence of harvest methods on seed yield, seed size and germination capacity of Bulbine bulbosa (R.Br.) Haw. (Liliaceae) In Seeds: Biology, Development and Ecology, Adkins S, Ashmore S, Navie SC(eds.). CAB International: Cambridge, 2007, 39-49.
    • (2007) Seeds: Biology, Development and Ecology , pp. 39-49
    • Delpratt, C.J.1
  • 2
    • 31344473009 scopus 로고
    • The effects of environmental and chemical treatments and the production on performance of some vegetable seeds
    • Hebblethwaite PD(ed.) Butterworths: London
    • Thomas TH, O'Toole DF. The effects of environmental and chemical treatments and the production on performance of some vegetable seeds. In Seed Production, Hebblethwaite PD(ed.). Butterworths: London, 1980, 501-512.
    • (1980) Seed Production , pp. 501-512
    • Thomas, T.H.1    O'Toole, D.F.2
  • 3
    • 38549115629 scopus 로고    scopus 로고
    • Fungal detection in wheat using near-infrared hyperspectral imaging
    • Singh CB, Jayas DS, Paliwal J, White NDG. Fungal detection in wheat using near-infrared hyperspectral imaging. T. ASABE. 2007; 50: 2171-2176.
    • (2007) T. ASABE. , vol.50 , pp. 2171-2176
    • Singh, C.B.1    Jayas, D.S.2    Paliwal, J.3    White, N.D.G.4
  • 4
    • 79955104293 scopus 로고    scopus 로고
    • Multispectral imaging as a potential tool for seed health testing of spinach (Spinacia oleracea L.)
    • Olesen MH, Carstensen JM, Boelt B. Multispectral imaging as a potential tool for seed health testing of spinach (Spinacia oleracea L.). Seed Sci. Technol. 2011; 39: 140-150.
    • (2011) Seed Sci. Technol. , vol.39 , pp. 140-150
    • Olesen, M.H.1    Carstensen, J.M.2    Boelt, B.3
  • 5
    • 0032438862 scopus 로고    scopus 로고
    • Chlorophyll fluorescence of Brassica oleracea seeds as a non-destructive marker for seed maturity and seed performance
    • Jalink H, Van der Schoor R, Frandas A, van Pijlen JG, Bino RJ. Chlorophyll fluorescence of Brassica oleracea seeds as a non-destructive marker for seed maturity and seed performance. Seed Sci. Res. 1998; 8: 437-443.
    • (1998) Seed Sci. Res. , vol.8 , pp. 437-443
    • Jalink, H.1    Van der Schoor, R.2    Frandas, A.3    van Pijlen, J.G.4    Bino, R.J.5
  • 6
    • 79960383846 scopus 로고    scopus 로고
    • Classification of viable and non-viable spinach (Spinacia oleracea L.) seeds by single seed NIR spectroscopy and Extended Canonical Variates Analysis (ECVA)
    • Olesen MH, Shetty N, Gislum R, Boelt B. Classification of viable and non-viable spinach (Spinacia oleracea L.) seeds by single seed NIR spectroscopy and Extended Canonical Variates Analysis (ECVA). J. Near Infrared Spectrosc. 2011; 19: 171-180.
    • (2011) J. Near Infrared Spectrosc. , vol.19 , pp. 171-180
    • Olesen, M.H.1    Shetty, N.2    Gislum, R.3    Boelt, B.4
  • 7
    • 0037350844 scopus 로고    scopus 로고
    • Partial least squares for discrimination
    • Barker M, Rayens W. Partial least squares for discrimination. J. Chemom. 2003; 17: 166-173.
    • (2003) J. Chemom. , vol.17 , pp. 166-173
    • Barker, M.1    Rayens, W.2
  • 8
    • 77957022971 scopus 로고    scopus 로고
    • Some common misunderstandings in chemometrics
    • Kjeldahl K, Bro R. Some common misunderstandings in chemometrics. J. Chemom. 2010; 24: 558-564.
    • (2010) J. Chemom. , vol.24 , pp. 558-564
    • Kjeldahl, K.1    Bro, R.2
  • 10
    • 77951028114 scopus 로고    scopus 로고
    • Principles of proper validation: use and abuse of re-sampling for validation
    • Esbensen KH, Geladi P. Principles of proper validation: use and abuse of re-sampling for validation. J. Chemom. 2010; 24: 168-187.
    • (2010) J. Chemom. , vol.24 , pp. 168-187
    • Esbensen, K.H.1    Geladi, P.2
  • 11
    • 85159506041 scopus 로고    scopus 로고
    • Seed quality in a value chain perspective, PhD Thesis, Roskilde University
    • Deleuran LC. Seed quality in a value chain perspective, PhD Thesis, Roskilde University, 2010.
    • (2010)
    • Deleuran, L.C.1
  • 13
    • 85159506745 scopus 로고    scopus 로고
    • ISTA International rules for seed testing. The International Seed Testing Association, Bassersdorf
    • ISTA International rules for seed testing. The International Seed Testing Association, Bassersdorf, 2010.
    • (2010)
  • 14
    • 78650649260 scopus 로고    scopus 로고
    • Variable selection in regression-a tutorial
    • Andersen CM, Bro R. Variable selection in regression-a tutorial. J. Chemom. 2010; 24: 728-737.
    • (2010) J. Chemom. , vol.24 , pp. 728-737
    • Andersen, C.M.1    Bro, R.2
  • 15
    • 38949089692 scopus 로고    scopus 로고
    • From dummy regression to prior probabilities in PLS-DA
    • Indahl UG, Martens H, Naes T. From dummy regression to prior probabilities in PLS-DA. J. Chemom. 2007; 21: 529-536.
    • (2007) J. Chemom. , vol.21 , pp. 529-536
    • Indahl, U.G.1    Martens, H.2    Naes, T.3
  • 16
    • 65349098808 scopus 로고    scopus 로고
    • Digital imaging information technology applied to seed germination testing. A review
    • Aquila AD. Digital imaging information technology applied to seed germination testing. A review. Agron. Sustain. Dev. 2009; 29: 213-221.
    • (2009) Agron. Sustain. Dev. , vol.29 , pp. 213-221
    • Aquila, A.D.1
  • 17
    • 0036332108 scopus 로고    scopus 로고
    • Separation of viable and non-viable filled Scots pine seeds by differentiating between drying rates using single seed near infrared transmittance spectroscopy
    • Lestander TA, Oden PC. Separation of viable and non-viable filled Scots pine seeds by differentiating between drying rates using single seed near infrared transmittance spectroscopy. Seed Sci. Technol. 2002; 30: 383-392.
    • (2002) Seed Sci. Technol. , vol.30 , pp. 383-392
    • Lestander, T.A.1    Oden, P.C.2
  • 18
    • 1142297769 scopus 로고    scopus 로고
    • Prediction of viability of oriental beechnuts, Fagus orientalis, using near infrared spectroscopy and partial least squares regression
    • Soltani A, Lestander TA, Tigabu M, Oden PC. Prediction of viability of oriental beechnuts, Fagus orientalis, using near infrared spectroscopy and partial least squares regression. J. Near Infrared Spectrosc. 2003; 11: 357-364.
    • (2003) J. Near Infrared Spectrosc. , vol.11 , pp. 357-364
    • Soltani, A.1    Lestander, T.A.2    Tigabu, M.3    Oden, P.C.4
  • 19
    • 79960419915 scopus 로고    scopus 로고
    • Nondestructive classification of viable and nonviable radish (Raphanus sativus L.) seed using single seed near infrared spectroscopy
    • Min T-G, Kang W-S. Nondestructive classification of viable and nonviable radish (Raphanus sativus L.) seed using single seed near infrared spectroscopy. Hort. Environ. Biotechnol. 2008; 49: 42-46.
    • (2008) Hort. Environ. Biotechnol. , vol.49 , pp. 42-46
    • Min, T.-G.1    Kang, W.-S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.