메뉴 건너뛰기




Volumn 96, Issue 3, 2012, Pages 803-813

Growth characteristics of three Fusarium species evaluated by near-infrared hyperspectral imaging and multivariate image analysis

Author keywords

Fusarium; Microbial growth characteristics; Near infrared hyperspectral imaging; PCA; Time dependent imaging

Indexed keywords

FUSARIUM; MICROBIAL GROWTH; NEAR-INFRARED HYPERSPECTRAL IMAGING; PCA; TIME-DEPENDENT IMAGING;

EID: 84867575723     PISSN: 01757598     EISSN: 14320614     Source Type: Journal    
DOI: 10.1007/s00253-012-4380-x     Document Type: Article
Times cited : (39)

References (50)
  • 1
    • 34247234406 scopus 로고    scopus 로고
    • Occurrence of Fusarium species and trichothecenes in Nigerian maize
    • Adejumo TO, Hettwer U, Karlovsky P (2007) Occurrence of Fusarium species and trichothecenes in Nigerian maize. Int J Food Micro-biol 116(3):350-357
    • (2007) Int J Food Micro-biol , vol.116 , Issue.3 , pp. 350-357
    • Adejumo, T.O.1    Hettwer, U.2    Karlovsky, P.3
  • 2
    • 45549089233 scopus 로고    scopus 로고
    • Detection and identification of bacteria in an isolated system with near-infrared spectroscopy and multivariate analysis
    • Alexandrakis D, Downey G, Scannell AGM (2008) Detection and identification of bacteria in an isolated system with near-infrared spectroscopy and multivariate analysis. J Agric Food Chem 56(10):3431-3437
    • (2008) J Agric Food Chem , vol.56 , Issue.10 , pp. 3431-3437
    • Alexandrakis, D.1    Downey, G.2    Scannell, A.G.M.3
  • 3
    • 27644589255 scopus 로고    scopus 로고
    • Rapid detection of kernel rots and mycotoxins in maize by near-infrared reflectance spectroscopy
    • Berardo N, Pisacane V, Battilani P, Scandolara A, Pietri A, Marocco A (2005) Rapid detection of kernel rots and mycotoxins in maize by near-infrared reflectance spectroscopy. J Agric Food Chem 53(21):8128-8134
    • (2005) J Agric Food Chem , vol.53 , Issue.21 , pp. 8128-8134
    • Berardo, N.1    Pisacane, V.2    Battilani, P.3    Scandolara, A.4    Pietri, A.5    Marocco, A.6
  • 4
    • 77955842544 scopus 로고    scopus 로고
    • Estimating deoxynivalenol contents of wheat samples containing different levels of Fusarium-damaged kernels by diffuse reflectance spectrometry and partial least square regression
    • Beyer M, Pogoda F, Ronellenfitsch FK, Hoffmann L, Udelhoven T (2010) Estimating deoxynivalenol contents of wheat samples containing different levels of Fusarium-damaged kernels by diffuse reflectance spectrometry and partial least square regression. Int J Food Microbiol 142(3):370-374
    • (2010) Int J Food Microbiol , vol.142 , Issue.3 , pp. 370-374
    • Beyer, M.1    Pogoda, F.2    Ronellenfitsch, F.K.3    Hoffmann, L.4    Udelhoven, T.5
  • 5
    • 0004090671 scopus 로고
    • Commonwealth Mycological Institute, Kew, Surrey, England
    • Booth C (1977) The genus Fusarium. Commonwealth Mycological Institute, Kew, Surrey, England
    • (1977) The Genus Fusarium
    • Booth, C.1
  • 6
    • 32444451010 scopus 로고    scopus 로고
    • Hyperspectral NIR image regression part I: Calibration and correction
    • Burger J, Geladi P (2005) Hyperspectral NIR image regression part I: calibration and correction. J Chemom 19(5-7):355-363
    • (2005) J Chemom , vol.19 , Issue.5-7 , pp. 355-363
    • Burger, J.1    Geladi, P.2
  • 7
    • 84889292830 scopus 로고    scopus 로고
    • Hyperspectral image data conditioning and regression analysis
    • Grahn HF, Geladi P eds, Wiley, Chiches-ter
    • Burger JE, Geladi PLM (2007) Hyperspectral image data conditioning and regression analysis. In: Grahn HF, Geladi P (eds) Techniques and applications of hyperspectral image analysis. Wiley, Chiches-ter, pp 127-153
    • (2007) Techniques and Applications of Hyperspectral Image Analysis , pp. 127-153
    • Burger, J.E.1    Geladi, P.L.M.2
  • 8
    • 0022029304 scopus 로고
    • The use of principal components in the analysis of near-infrared spectra
    • Cowe I, McNicol J (1985) The use of principal components in the analysis of near-infrared spectra. Appl Spectrosc 39(2):257-266
    • (1985) Appl Spectrosc , vol.39 , Issue.2 , pp. 257-266
    • Cowe, I.1    McNicol, J.2
  • 10
    • 80955180062 scopus 로고    scopus 로고
    • Fusarium damage assessment in wheat kernels by Vis/NIR hyperspectral imaging
    • Delwiche S, Kim M, Dong Y (2011) Fusarium damage assessment in wheat kernels by Vis/NIR hyperspectral imaging. Sens Instrum Food Qual Saf 5(2):63-71
    • (2011) Sens Instrum Food Qual Saf , vol.5 , Issue.2 , pp. 63-71
    • Delwiche, S.1    Kim, M.2    Dong, Y.3
  • 11
    • 0032803680 scopus 로고    scopus 로고
    • Predicting scab, vomitoxin, and ergosterol in single wheat kernels using near-infrared spectrosco-py
    • Dowell F, Ram M, Seitz L (1999) Predicting scab, vomitoxin, and ergosterol in single wheat kernels using near-infrared spectrosco-py. Cereal Chem 76(4):573-576
    • (1999) Cereal Chem , vol.76 , Issue.4 , pp. 573-576
    • Dowell, F.1    Ram, M.2    Seitz, L.3
  • 12
    • 0036121779 scopus 로고    scopus 로고
    • Reflectance and transmittance spectroscopy applied to detecting fumonisin in single corn kernels infected with Fusarium verticil-lioides
    • Dowell FE, Pearson TC, Maghirang EB, Xie F, Wicklow DT (2002) Reflectance and transmittance spectroscopy applied to detecting fumonisin in single corn kernels infected with Fusarium verticil-lioides. Cereal Chem 79(2):222-226
    • (2002) Cereal Chem , vol.79 , Issue.2 , pp. 222-226
    • Dowell, F.E.1    Pearson, T.C.2    Maghirang, E.B.3    Xie, F.4    Wicklow, D.T.5
  • 13
    • 1842483869 scopus 로고    scopus 로고
    • Recent developments in the applications of image processing techniques for food quality evaluation
    • Du C-J, Sun D-W (2004) Recent developments in the applications of image processing techniques for food quality evaluation. Trends Food Sci Technol 15(5):230-249
    • (2004) Trends Food Sci Technol , vol.15 , Issue.5 , pp. 230-249
    • Du, C.-J.1    Sun, D.-W.2
  • 14
    • 18144378052 scopus 로고    scopus 로고
    • Bacterial identification by near-infrared chemical imaging of food-specific cards
    • Dubois J, Neil Lewis E, Fry FS Jr, Calvey EM (2005) Bacterial identification by near-infrared chemical imaging of food-specific cards. Food Microbiol 22(6):577-583
    • (2005) Food Microbiol , vol.22 , Issue.6 , pp. 577-583
    • Dubois, J.1    Neil Lewis, E.2    Fry Jr., F.S.3    Calvey, E.M.4
  • 15
    • 53949101075 scopus 로고    scopus 로고
    • Application of near infrared spectroscopy for rapid detection of aflatoxin B1 in maize and barley as analytical quality assessment
    • Fernández-Ibañez V, Soldado A, Martínez- Fernández A, de la Roza-Delgado B (2009) Application of near infrared spectroscopy for rapid detection of aflatoxin B1 in maize and barley as analytical quality assessment. Food Chem 113(2):629-634
    • (2009) Food Chem , vol.113 , Issue.2 , pp. 629-634
    • Fernández-Ibañez, V.1    Soldado, A.2    Martínez- Fernández, A.3    De La Roza-Delgado, B.4
  • 17
    • 0022059848 scopus 로고
    • Linearizaton and scatter-correction for near-infrared reflectance spectra of meat
    • Geladi P, MacDougall D, Martens H (1985) Linearizaton and scatter-correction for near-infrared reflectance spectra of meat. Appl Spectrosc 39(3):491-500
    • (1985) Appl Spectrosc , vol.39 , Issue.3 , pp. 491-500
    • Geladi, P.1    MacDougall, D.2    Martens, H.3
  • 18
    • 84889373804 scopus 로고    scopus 로고
    • Multivariate images, hyperspec-tral imaging: Background and equipment
    • Grahn HF, Geladi P eds, Wiley, Chichester
    • Geladi P, Grahn HF, Burger J (2007) Multivariate images, hyperspec-tral imaging: background and equipment. In: Grahn HF, Geladi P (eds) Techniques and applications of hyperspectral image analysis. Wiley, Chichester, pp 1-14
    • (2007) Techniques and Applications of Hyperspectral Image Analysis , pp. 1-14
    • Geladi, P.1    Grahn, H.F.2    Burger, J.3
  • 19
    • 0021892045 scopus 로고
    • Imaging spec-trometry for earth remote sensing
    • Goetz AFH, Vane G, Solomon TE, Rock BN (1985) Imaging spec-trometry for earth remote sensing. Science 228:1147-1153
    • (1985) Science , vol.228 , pp. 1147-1153
    • Goetz, A.F.H.1    Vane, G.2    Solomon, T.E.3    Rock, B.N.4
  • 20
    • 0020447802 scopus 로고
    • Growth kinetics and morphology of colonies of the filamentous form of Candida albicans
    • Gow NAR, Gooday GW (1982) Growth kinetics and morphology of colonies of the filamentous form of Candida albicans. J Gen Microbiol 128(9):2187-2194
    • (1982) J Gen Microbiol , vol.128 , Issue.9 , pp. 2187-2194
    • Gow, N.A.R.1    Gooday, G.W.2
  • 21
    • 35548953824 scopus 로고    scopus 로고
    • Hyperspectral imaging: An emerging process analytical tool for food quality and safety control
    • Gowen AA, O'Donnell CP, Cullen PJ, Downey G, Frias JM (2007) Hyperspectral imaging: an emerging process analytical tool for food quality and safety control. Trends Food Sci Technol 18(12):590-598
    • (2007) Trends Food Sci Technol , vol.18 , Issue.12 , pp. 590-598
    • Gowen, A.A.1    O'Donnell, C.P.2    Cullen, P.J.3    Downey, G.4    Frias, J.M.5
  • 22
    • 0028002039 scopus 로고
    • Isolation of Fusarium species from common broad-leaved weeds and their pathogenicity to winter wheat
    • Jenkinson P, Parry DW (1994) Isolation of Fusarium species from common broad-leaved weeds and their pathogenicity to winter wheat. Mycol Res 98(7):776-780
    • (1994) Mycol Res , vol.98 , Issue.7 , pp. 776-780
    • Jenkinson, P.1    Parry, D.W.2
  • 23
    • 78651354076 scopus 로고    scopus 로고
    • Tracking diffusion of conditioning water in single wheat kernels of different hardnesses by near infrared hyperspectral imaging
    • Manley M, du Toit G, Geladi P (2011) Tracking diffusion of conditioning water in single wheat kernels of different hardnesses by near infrared hyperspectral imaging. Anal Chim Acta 686(1-2):64-75
    • (2011) Anal Chim Acta , vol.686 , Issue.1-2 , pp. 64-75
    • Manley, M.1    Du Toit, G.2    Geladi, P.3
  • 24
    • 84856354425 scopus 로고    scopus 로고
    • Influence of grain topography on near infrared hyperspectral images
    • Manley M, McGoverin CM, Engelbrecht P, Geladi P (2012) Influence of grain topography on near infrared hyperspectral images. Talanta 89:223-230
    • (2012) Talanta , vol.89 , pp. 223-230
    • Manley, M.1    McGoverin, C.M.2    Engelbrecht, P.3    Geladi, P.4
  • 25
    • 0029112933 scopus 로고
    • Fumonisins: Their implications for human and animal health
    • Marasas WFO (1995) Fumonisins: their implications for human and animal health. Nat Toxins 3(4):193-198
    • (1995) Nat Toxins , vol.3 , Issue.4 , pp. 193-198
    • Marasas, W.F.O.1
  • 26
    • 0035001015 scopus 로고    scopus 로고
    • Discovery and occurence of the Fumonisins: A historical perspective
    • Marasas WFO (2001) Discovery and occurence of the Fumonisins: a historical perspective. Environ Heal Perspect 109:239-243
    • (2001) Environ Heal Perspect , vol.109 , pp. 239-243
    • Marasas, W.F.O.1
  • 28
    • 77957258576 scopus 로고    scopus 로고
    • Potential prediction of the microbial spoilage of beef using spatially resolved hyperspectral scattering profiles
    • Peng Y, Zhang J, Wang W, Li Y, Wu J, Huang H, Gao X, Jiang W (2011) Potential prediction of the microbial spoilage of beef using spatially resolved hyperspectral scattering profiles. J Food Eng 102(2):163-169
    • (2011) J Food Eng , vol.102 , Issue.2 , pp. 163-169
    • Peng, Y.1    Zhang, J.2    Wang, W.3    Li, Y.4    Wu, J.5    Huang, H.6    Gao, X.7    Jiang, W.8
  • 29
    • 0014014026 scopus 로고
    • A theory of the mode of growth of fungi in the form of pellets in submerged culture
    • Pirt SJ (1966) A theory of the mode of growth of fungi in the form of pellets in submerged culture. Proc R Soc London, Ser B 166(1004):369-373
    • (1966) Proc R Soc London, Ser B , vol.166 , Issue.1004 , pp. 369-373
    • Pirt, S.J.1
  • 30
    • 0014083610 scopus 로고
    • A kinetic study of the mode of growth of surface colonies of bacteria and fungi
    • Pirt SJ (1967) A kinetic study of the mode of growth of surface colonies of bacteria and fungi. J Gen Microbiol 47(2):181-197
    • (1967) J Gen Microbiol , vol.47 , Issue.2 , pp. 181-197
    • Pirt, S.J.1
  • 31
    • 0002132927 scopus 로고
    • Formation of the colony in the fungus Chaetomium
    • Plomley N (1959) Formation of the colony in the fungus Chaetomium. Aust J Biol Sci 12(1):53-64
    • (1959) Aust J Biol Sci , vol.12 , Issue.1 , pp. 53-64
    • Plomley, N.1
  • 32
    • 0035117988 scopus 로고    scopus 로고
    • Rapid detection and identification of bacterial strains by Fourier transform near-infrared spectroscopy
    • Rodriguez-Saona LE, Khambaty FM, Fry FS, Calvey EM (2001) Rapid detection and identification of bacterial strains by Fourier transform near-infrared spectroscopy. J Agric Food Chem 49(2):574-579
    • (2001) J Agric Food Chem , vol.49 , Issue.2 , pp. 574-579
    • Rodriguez-Saona, L.E.1    Khambaty, F.M.2    Fry, F.S.3    Calvey, E.M.4
  • 34
    • 0042553279 scopus 로고
    • Smoothing and differentiation of data by simplified least squares procedures
    • Savitzky A, Golay M (1964) Smoothing and differentiation of data by simplified least squares procedures. Anal Chem 36:1627-1639
    • (1964) Anal Chem , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.2
  • 35
    • 78650516278 scopus 로고    scopus 로고
    • Detection of Fusarium damaged kernels in Canada Western Red Spring wheat using visible/near-infrared hyperspectral imaging and principal component analysis
    • Shahin MA, Symons SJ (2011) Detection of Fusarium damaged kernels in Canada Western Red Spring wheat using visible/near-infrared hyperspectral imaging and principal component analysis. Comput Electron Agric 75(1):107-112
    • (2011) Comput Electron Agric , vol.75 , Issue.1 , pp. 107-112
    • Shahin, M.A.1    Symons, S.J.2
  • 36
    • 79958101301 scopus 로고    scopus 로고
    • Rapid detection of Escherichia coli contamination in packaged fresh spinach using hyperspectral imaging
    • Siripatrawan U, Makino Y, Kawagoe Y, Oshita S (2011) Rapid detection of Escherichia coli contamination in packaged fresh spinach using hyperspectral imaging. Talanta 85(1):276-281
    • (2011) Talanta , vol.85 , Issue.1 , pp. 276-281
    • Siripatrawan, U.1    Makino, Y.2    Kawagoe, Y.3    Oshita, S.4
  • 37
    • 0016786664 scopus 로고
    • Morphology and growth kinetics of hyphae of differentiated and undifferentiated mycelia of Neurospora crassa
    • Steele G, Trinci A (1975) Morphology and growth kinetics of hyphae of differentiated and undifferentiated mycelia of Neurospora crassa. J Gen Microbiol 91(2):362
    • (1975) J Gen Microbiol , vol.91 , Issue.2 , pp. 362
    • Steele, G.1    Trinci, A.2
  • 38
    • 37549062210 scopus 로고    scopus 로고
    • Possibility of using near infrared spectroscopy for evaluation of bacterial contamination in shredded cabbage
    • Suthiluk P, Saranwong S, Kawano S, Numthuam S, Satake T (2008) Possibility of using near infrared spectroscopy for evaluation of bacterial contamination in shredded cabbage. Int J Food Sci Technol 43(1):160-165
    • (2008) Int J Food Sci Technol , vol.43 , Issue.1 , pp. 160-165
    • Suthiluk, P.1    Saranwong, S.2    Kawano, S.3    Numthuam, S.4    Satake, T.5
  • 39
    • 0014541872 scopus 로고
    • A kinetic study of the growth of Aspergillus nidu-lans and other fungi
    • Trinci APJ (1969) A kinetic study of the growth of Aspergillus nidu-lans and other fungi. J Gen Microbiol 57(1):11-24
    • (1969) J Gen Microbiol , vol.57 , Issue.1 , pp. 11-24
    • Trinci, A.P.J.1
  • 40
    • 0001547894 scopus 로고
    • Influence of the width of the peripheral growth zone on the radial growth rate of fungal colonies on solid media
    • Trinci A (1971) Influence of the width of the peripheral growth zone on the radial growth rate of fungal colonies on solid media. J Gen Microbiol 67(3):325-344
    • (1971) J Gen Microbiol , vol.67 , Issue.3 , pp. 325-344
    • Trinci, A.1
  • 41
    • 0015947942 scopus 로고
    • A study of the kinetics of hyphal extension and branch initiation of fungal mycelia
    • Trinci A (1974) A study of the kinetics of hyphal extension and branch initiation of fungal mycelia. J Gen Microbiol 81(1):225-236
    • (1974) J Gen Microbiol , vol.81 , Issue.1 , pp. 225-236
    • Trinci, A.1
  • 42
    • 41149138439 scopus 로고    scopus 로고
    • Near-infrared spectroscopy and imaging in food quality and safety
    • Wang W, Paliwal J (2007) Near-infrared spectroscopy and imaging in food quality and safety. Sens Instrum Food Qual Saf 1(4):193-207
    • (2007) Sens Instrum Food Qual Saf , vol.1 , Issue.4 , pp. 193-207
    • Wang, W.1    Paliwal, J.2
  • 43
    • 77951196941 scopus 로고    scopus 로고
    • Indirect detection of Fusarium verticillioides in maize (Zea mays L.) kernels by near infrared hyperspectral imaging
    • Williams P, Manley M, Fox G, Geladi P (2010) Indirect detection of Fusarium verticillioides in maize (Zea mays L.) kernels by near infrared hyperspectral imaging. J Near Infrared Spectrosc 18(1):49-58
    • (2010) J Near Infrared Spectrosc , vol.18 , Issue.1 , pp. 49-58
    • Williams, P.1    Manley, M.2    Fox, G.3    Geladi, P.4
  • 44
    • 84859946496 scopus 로고    scopus 로고
    • Investigation of fungal development in maize kernels using NIR hyperspectral imaging and multivariate data analysis
    • Williams PJ, Geladi P, Britz TJ, Manley M (2012a) Investigation of fungal development in maize kernels using NIR hyperspectral imaging and multivariate data analysis. J Cereal Sci 55(3):272-278
    • (2012) J Cereal Sci , vol.55 , Issue.3 , pp. 272-278
    • Williams, P.J.1    Geladi, P.2    Britz, T.J.3    Manley, M.4
  • 45
    • 84867334561 scopus 로고    scopus 로고
    • Near-infrared (NIR) hyperspectral imaging and multivariate image analysis to study growth characteristics and differences between species and strains of members of the genus Fusarium
    • doi:10.1007/s00216-012-6313-z
    • Williams PJ, Geladi P, Britz TJ, Manley M (2012b) Near-infrared (NIR) hyperspectral imaging and multivariate image analysis to study growth characteristics and differences between species and strains of members of the genus Fusarium. Anal Bioanal Chem. doi:10.1007/s00216-012-6313-z
    • (2012) Anal Bioanal Chem.
    • Williams, P.J.1    Geladi, P.2    Britz, T.J.3    Manley, M.4
  • 46
    • 85007892551 scopus 로고
    • Growth and cytochemical differentiation of mold colonies
    • Yanagita T, Kogane F (1962) Growth and cytochemical differentiation of mold colonies. J Gen Appl Microbiol 8(4):201-213
    • (1962) J Gen Appl Microbiol , vol.8 , Issue.4 , pp. 201-213
    • Yanagita, T.1    Kogane, F.2
  • 49
    • 0013659931 scopus 로고
    • Enzyme activity and cell differentiation in Neuros-pora
    • Zalokar M (1959a) Enzyme activity and cell differentiation in Neuros-pora. Am J Bot 46(7):555-559
    • (1959) Am J Bot , vol.46 , Issue.7 , pp. 555-559
    • Zalokar, M.1
  • 50
    • 0000099837 scopus 로고
    • Growth and differentiation of Neurospora hyphae
    • Zalokar M (1959b) Growth and differentiation of Neurospora hyphae. Am J Bot 46(8):602-610
    • (1959) Am J Bot , vol.46 , Issue.8 , pp. 602-610
    • Zalokar, M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.