The objective of the work reported was to predict some sensory attributes of carrots stored under non-ideal conditions from the data obtained on taste measured by electronic tongue and on the physical properties (acoustic stiffness, cutting force, deformation work ratio and luminosity). There was a close correlation between the mechanical characteristics and the non-ideal storage time. Sensory evaluation showed significant ranking in “bite and chewing”, “sweet taste” and “global impression” attributes according to the Page test. Principal component analysis (PCA) plots were determined for the acoustic stiffness coefficient, cutting force and deformation work ratio and these showed that PC1 followed a tendency similar to that of the storage time. PCA plots were determined for the electronic tongue measurements and this PCA separated the sample groups along PC1 and PC2. We used partial least square (PLS) regression to predict “bite and chewing” from the acoustic stiffness coefficient, cutting force, and deformation work ratio with an acceptable correlation. The “sweet taste” was predicted from the electronic tongue measurement results with good correlation. The “global impression” was predicted by the acoustic stiffness coefficient, cutting force and deformation work ratio, and by the electronic tongue measurement results with close correlation.
Almenar, E., Catala, R., Hernandez-Munoz, P. & Gavara, R. (2009): Optimization of an active package for wild strawberries based on the release of 2-nonanone. LWT-Fd Sci. Technol., 42, 587–593
Gavara R. , 'Optimization of an active package for wild strawberries based on the release of 2-nonanone ' (2009 ) 42 LWT-Fd Sci. Technol. : 587 -593.
Alpha M.O.S. (2002): αAstree sensor technical note. Alpha M.O.S., Toulouse, France
Alpha M.O.S. , '', in αAstree sensor technical note , (2002 ) -.
Alpha M.O.S. (2003): αAstree electronic tongue user manual. Alpha M.O.S., Toulouse, France
Alpha M.O.S. , '', in αAstree electronic tongue user manual , (2003 ) -.
Araya, X.I.T., Hendrickx, M., Verlinden, B.E.S., Van Buggenhout, S., Smale, N.J. & Mawson, A.J. (2007): Understanding texture changes of high pressure processed fresh carrots: A microstructural and biomechanical approach. J. Fd Engng, 80, 873–884.
Mawson A.J. , 'Understanding texture changes of high pressure processed fresh carrots: A microstructural and biomechanical approach ' (2007 ) 80 J. Fd Engng : 873 -884.
Araya, X.I.T., Smale, N., Zabaras, D., Winley, E., Forde, C., Stewart, C.M. & Mawson, A.J. (2009): Sensory perception and quality attributes of high pressure processed carrots in comparison to raw, sous-vide and cooked carrots. Innovative Fd Sci. Emerging Technol., 10, 420–433.
Mawson A.J. , 'Sensory perception and quality attributes of high pressure processed carrots in comparison to raw, sous-vide and cooked carrots ' (2009 ) 10 Innovative Fd Sci. Emerging Technol. : 420 -433.
Baranyai, L. & Szepes, A. (2002): Analysis of fruit and vegetable surface color. Machine Graphics Vision J., 11, 351–361.
Szepes A. , 'Analysis of fruit and vegetable surface color ' (2002 ) 11 Machine Graphics Vision J. : 351 -361.
Berger, M., Kuchler, T., Maassen, A., Busch-Stockfisch, M. & Steinhart, H. (2008): Correlations of carotene with sensory attributes in carrots under different storage conditions. Fd Chem., 106, 235–240.
Steinhart H. , 'Correlations of carotene with sensory attributes in carrots under different storage conditions ' (2008 ) 106 Fd Chem. : 235 -240.
Corrêa, P.C., Farinha, L.R.L., Oliveira, G.H.H., Campos, S. C. & Finger, F.L. (2010): Texture evaluation affected by physical characteristics of carrots during storage. CIGR XVII. World Congress of the International Commission of Agricultural and Biosystems Engineering. Québec City, Canada Paper, ID: CSBE 101115.
De Roeck, A., Sila, D.N., Duvetter, T., Van Loey, A. & Hendrickx, M. (2008): Effect of high pressure/high temperature processing on cell wall pectic substances in relation to firmness of carrot tissue. Fd Chem., 107, 1225–1235.
Hendrickx M. , 'Effect of high pressure/high temperature processing on cell wall pectic substances in relation to firmness of carrot tissue ' (2008 ) 107 Fd Chem. : 1225 -1235.
Del-Valle, V., Hernandez-Muñoz, P., Catala, R. & Gavara, R. (2009): Optimization of an equilibrium modified atmosphere packaging for minimally processed mandarin segments. J. Fd Engng, 91, 474–481.
Gavara R. , 'Optimization of an equilibrium modified atmosphere packaging for minimally processed mandarin segments ' (2009 ) 91 J. Fd Engng : 474 -481.
Felföldi, J. (1996): Firmness assessment of fruits and vegetables on the base of the acoustic parameters. J. Fd Phys., 9, 35–45.
Felföldi J. , 'Firmness assessment of fruits and vegetables on the base of the acoustic parameters ' (1996 ) 9 J. Fd Phys. : 35 -45.
Felföldi, J. & Fekete, A. (2003): Detection of small scale mechanical changes by acoustic measuring system. ASAE Annual Meeting. Las Vegas, Paper No. 036097, fullpaper on website: www.asabe.org
Firtha, F., Fekete, A., Kaszab, T., Gillay, B., Nogula-Nagy, M., Kovács, Z., & Kantor, D.B. (2008): Methods of improving image quality and reducing data load of NIR hyperspectral images. Sensors, 8, 3287–3298.
Kantor D.B. , 'Methods of improving image quality and reducing data load of NIR hyperspectral images ' (2008 ) 8 Sensors : 3287 -3298.
Herppich, W. B., Galindo, F. G., Sjöholm, I. & Herold, B. (2002): Interactive effects of temperature and water status on processing of fresh cut carrots and radish. ASABE Annual International Meeting / CIGR XVI. World Congress. Chicago, Illinois, USA, 026025 fullpaper on website: www.asabe.org
Istella, S. & Felföldi, J. (2003): Sárgarépa állományváltozásának vizsgálata roncsolásmentes akusztikus módszerrel tárolás során. (Monitoring of texture analysis of carrot with non-destructive acoustic method under storage.) Hajtatás Korai Termesztés, 36, 24–26.
Felföldi J. , 'Sárgarépa állományváltozásának vizsgálata roncsolásmentes akusztikus módszerrel tárolás során ' (2003 ) 36 Hajtatás Korai Termesztés : 24 -26.
Kaszab, T., Firtha, F. & Fekete, A. (2008): Influence of non-ideal storage conditions on carrot moisture content loss. Progr. Agric. Engng Sci., 4, 61–75.
Fekete A. , 'Influence of non-ideal storage conditions on carrot moisture content loss ' (2008 ) 4 Progr. Agric. Engng Sci. : 61 -75.
Kaszab, T., Firtha, F., Kovács, Z. & Fekete, A. (2009): Method to assess changes in carrot ingredients. ASABE Annual International Meeting. Reno, Nevada, Paper No. 096120, fullpaper on website: www.asabe.org
Kreutzmann, S., Svensson, V.T., Thybo, A.K., Bro, R. & Petersen, M.A. (2008): Prediction of sensory quality in raw carrots (Daucus carota L.) using multi-block LS-ParPLS. Fd Qual. Preference, 19, 609–617.
Petersen M.A. , 'Prediction of sensory quality in raw carrots (Daucus carota L.) using multi-block LS-ParPLS ' (2008 ) 19 Fd Qual. Preference : 609 -617.
Lawless, H. (1995): Dimensions of sensory quality — a critique. Fd Qual. Preference, 6, 191–199.
Lawless H. , 'Dimensions of sensory quality — a critique ' (1995 ) 6 Fd Qual. Preference : 191 -199.
Munoz, A.M. (2002): Sensory evaluation in quality control: an overview, new developments and future opportunities. Fd. Qual. Preference, 13, 329–339.
Munoz A.M. , 'Sensory evaluation in quality control: an overview, new developments and future opportunities ' (2002 ) 13 Fd. Qual. Preference : 329 -339.
Némethy, H. & Fehér, M. (2002a): Changes in the carotene content of Nantes type carrots during storage. Int. J. Hortic. Sci., 8, 72–75.
Fehér M. , 'Changes in the carotene content of Nantes type carrots during storage ' (2002 ) 8 Int. J. Hortic. Sci. : 72 -75.
Némethy, H. & Fehér, M. (2002b): Changes in the dry matter and sugar content of Nantes type carrots during storage. Int. J. Hortic. Sci., 8, 67–71.
Fehér M. , 'Changes in the dry matter and sugar content of Nantes type carrots during storage ' (2002 ) 8 Int. J. Hortic. Sci. : 67 -71.
Northolt, M., Burgt, G.-J. V.D., Buisman, T. & Boagaerde, A.V. (2004): Parameters of carrot quality and the development of the inner quality concept. Louis Bolk Instituut Driebergen, Netherlands, pp. 49–52. http://orgprints.org/4265
Boagaerde A.V. , '', in Parameters of carrot quality and the development of the inner quality concept , (2004 ) -.
Oda, Y., Park, B.S., Moon, K.H. & Tonomura, K. (1997): Recycling of bakery wastes using an amylolytic lactic acid bacterium. Bioresource Technol., 60, 101–106.
Tonomura K. , 'Recycling of bakery wastes using an amylolytic lactic acid bacterium ' (1997 ) 60 Bioresource Technol. : 101 -106.
Prakash, S., Jha, S.K. & Datta, N. (2004): Performance evaluation of blanched carrots dried by three different driers. J. Fd Engng, 62, 305–313.
Datta N. , 'Performance evaluation of blanched carrots dried by three different driers ' (2004 ) 62 J. Fd Engng : 305 -313.
Rosenfeld, H.J., Risvik, E., Samuelsen, R.T. & Rodbotten, M. (1997): Sensory profiling of carrots from northern latitudes. Fd Res. int., 30, 593–601.
Rodbotten M. , 'Sensory profiling of carrots from northern latitudes ' (1997 ) 30 Fd Res. int. : 593 -601.
Seljåsen, R., Bengtsson, G.B., Hoftun, H. & Vogt, G. (2001): Sensory and chemical changes in five varieties of carrots (Daucus carota L.) in response to mechanical stress at harvest and post-harvest. J. Sci. Fd Agric., 81, 435–447.
Vogt G. , 'Sensory and chemical changes in five varieties of carrots (Daucus carota L.) in response to mechanical stress at harvest and post-harvest ' (2001 ) 81 J. Sci. Fd Agric. : 435 -447.
Shibairo, S.I., Upadhyaya, M.K. & Toivonen, P.M.A. (1997): Postharvest moisture loss characteristics of carrot (Daucus carota L.) cultivars during short-term storage. Scientia Horticulturae, 71, 1–12.
Toivonen P.M.A. , 'Postharvest moisture loss characteristics of carrot (Daucus carota L.) cultivars during short-term storage ' (1997 ) 71 Scientia Horticulturae : 1 -12.
Tarrega, A. & Costell, E. (2006): Effect of composition on the rheological behaviour and sensory properties of semisolid dairy dessert. Fd Hydrocolloids, 20, 914–922.
Costell E. , 'Effect of composition on the rheological behaviour and sensory properties of semisolid dairy dessert ' (2006 ) 20 Fd Hydrocolloids : 914 -922.
Tarrega, A. & Costell, E. (2007): Colour and consistency of semi-solid dairy desserts: Instrumental and sensory measurements J. Fd Engng, 78, 655–661.
Costell E. , 'Colour and consistency of semi-solid dairy desserts: Instrumental and sensory measurements J ' (2007 ) 78 Fd Engng : 655 -661.
Toko, K. (2000a): Biomimetic sensor technology. Cambridge University Press, New York, pp. 113–180.
Toko K. , '', in Biomimetic sensor technology , (2000 ) -.
Toko, K. (2000b): Taste sensor. Sensors and Actuators B-Chemical, 64, 205–215.
Toko K. , 'Taste sensor ' (2000 ) 64 Sensors and Actuators B-Chemical : 205 -215.
Vandresen, S., Quadri, M.G.N., De Souza, J.A.R. & Hotza, D. (2009): Temperature effect on the rheological behavior of carrot juices. J. Fd Engng, 92, 269–274.
Hotza D. , 'Temperature effect on the rheological behavior of carrot juices ' (2009 ) 92 J. Fd Engng : 269 -274.
Varming, C., Jensen, K., Moller, S., Brockhoff, P.B., Christiansen, T., Edelenbos, M., Bjorn, G.K. & Poll, L. (2004): Eating quality of raw carrots — correlations between flavour compounds, sensory profiling analysis and consumer liking test. Fd Qual. Preference, 15, 531–540.
Poll L. , 'Eating quality of raw carrots — correlations between flavour compounds, sensory profiling analysis and consumer liking test ' (2004 ) 15 Fd Qual. Preference : 531 -540.
Vlasov, Y., Legin, A. & Rudnitskaya, A. (2002): Electronic tongues and their analytical application. Anal. bioanal. Chem., 373, 136–146.
Rudnitskaya A. , 'Electronic tongues and their analytical application ' (2002 ) 373 Anal. bioanal. Chem. : 136 -146.
Zanoni, B., Lavelli, V., Ambrosoli, R., Garavaglia, L., Minati, J. & Pagliarini, E. (2007): A model to predict shelflife in air and darkness of cut, ready-to-use, fresh carrots under both isothermal and non-isothermal conditions. J. Fd Engng, 79, 586–591.
Pagliarini E. , 'A model to predict shelflife in air and darkness of cut, ready-to-use, fresh carrots under both isothermal and non-isothermal conditions ' (2007 ) 79 J. Fd Engng : 586 -591.
Zsom-Muha, V. & Felföldi, J. (2007): Vibration behaviour of long shape vegetables. Progr. Agric. Engng Sci., 3, 21–46.
Felföldi J. , 'Vibration behaviour of long shape vegetables ' (2007 ) 3 Progr. Agric. Engng Sci. : 21 -46.