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Volumn 20, Issue 8, 2015, Pages 13603-13619

A near infrared spectroscopy (NIRS) and chemometric approach to improve apple fruit quality management: A case study on the cultivars "cripps pink" and "braeburn"

Author keywords

Apples; Firmness; Internal quality; Malus x domestica "braeburn"; Malus x domestica "cripps pink"; Near infrared spectroscopy; NIRS; Sugars

Indexed keywords

FOOD ANALYSIS; FRUIT; INFRARED SPECTROPHOTOMETRY; MALUS; PROCEDURES; QUALITY CONTROL;

EID: 84941236782     PISSN: None     EISSN: 14203049     Source Type: Journal    
DOI: 10.3390/molecules200813603     Document Type: Article
Times cited : (29)

References (47)
  • 2
    • 77954953902 scopus 로고    scopus 로고
    • Developmental changes of carbohydrates, organic acids, amino acids,and phenolic compounds in "Honeycrisp" apple flesh
    • Zhang, Y.; Li, P.; Cheng, L. Developmental changes of carbohydrates, organic acids, amino acids,and phenolic compounds in "Honeycrisp" apple flesh. Food Chem. 2010, 123, 1013-1018.
    • (2010) Food Chem. , vol.123 , pp. 1013-1018
    • Zhang, Y.1    Li, P.2    Cheng, L.3
  • 3
    • 84862616544 scopus 로고    scopus 로고
    • Storage performance of apple cultivars harvested at different stages of maturity
    • Jan, I.; Rab, A.; Sajid, M. Storage performance of apple cultivars harvested at different stages of maturity. J. Anim. Plant Sci. 2012, 22, 438-447.
    • (2012) J. Anim. Plant Sci. , vol.22 , pp. 438-447
    • Jan, I.1    Rab, A.2    Sajid, M.3
  • 4
    • 84867005934 scopus 로고    scopus 로고
    • Influence of storage duration on physico-chemical changes in fruit of apple cultivars
    • Jan, I.; Rab, A. Influence of storage duration on physico-chemical changes in fruit of apple cultivars.J. Anim. Plant Sci. 2012, 22, 708-714.
    • (2012) J. Anim. Plant Sci. , vol.22 , pp. 708-714
    • Jan, I.1    Rab, A.2
  • 6
    • 0347193909 scopus 로고    scopus 로고
    • Commission Regulation (EC) No. 1619/2001 laying down the marketing standard for apples and pears and amending Regulation (EEC) No. 920/89. Off
    • European Union
    • European Union. Commission Regulation (EC) No. 1619/2001 laying down the marketing standard for apples and pears and amending Regulation (EEC) No. 920/89. Off. J. Eur. Communities 2001, L215, 3-16.
    • (2001) J. Eur. Communities , vol.L215 , pp. 3-16
  • 7
    • 0037248095 scopus 로고    scopus 로고
    • Efficacy of instrumental measurements for determination of minimum requirements of firmness, soluble solids, and acidity of several apple varieties in comparison to consumer expectations
    • Hoehn, E.; Gasser, F.; Guggenbühl, B.; Künsch, U. Efficacy of instrumental measurements for determination of minimum requirements of firmness, soluble solids, and acidity of several apple varieties in comparison to consumer expectations. Postharvest Biol. Technol. 2003, 27, 27-37.
    • (2003) Postharvest Biol. Technol. , vol.27 , pp. 27-37
    • Hoehn, E.1    Gasser, F.2    Guggenbühl, B.3    Künsch, U.4
  • 8
    • 0033015232 scopus 로고    scopus 로고
    • Preharvest factors influencing flavor of fresh fruit and vegetables
    • Mattheis, J.P.; Fellman, J.K. Preharvest factors influencing flavor of fresh fruit and vegetables.Postharvest Biol. Technol. 1999, 15, 227-232.
    • (1999) Postharvest Biol. Technol. , vol.15 , pp. 227-232
    • Mattheis, J.P.1    Fellman, J.K.2
  • 11
    • 84882630295 scopus 로고    scopus 로고
    • Discrimination of four different postharvest treatments of "Red Delicious" apples based on their volatile organic compound (VOC) emissions during shelf-life measured by proton transfer reaction mass spectrometry (PTR-MS)
    • Ciesa, F.; Dalla Via, J.; Wisthaler, A.; Zanella, A.; Guerra, W.; Mikoviny, T.; Märk, T.D.;Oberhuber, M. Discrimination of four different postharvest treatments of "Red Delicious" apples based on their volatile organic compound (VOC) emissions during shelf-life measured by proton transfer reaction mass spectrometry (PTR-MS). Postharvest Biol. Technol. 2013, 86, 329-336.
    • (2013) Postharvest Biol. Technol. , vol.86 , pp. 329-336
    • Ciesa, F.1    Dalla Via, J.2    Wisthaler, A.3    Zanella, A.4    Guerra, W.5    Mikoviny, T.6    Märk, T.D.7    Oberhuber, M.8
  • 12
    • 0037377253 scopus 로고    scopus 로고
    • Detection of Brownheart in "Braeburn" apple by transmission NIR spectroscopy
    • Clark, C.J.; McGlone, V.A.; Jordan, R.B. Detection of Brownheart in "Braeburn" apple by transmission NIR spectroscopy. Postharvest Biol. Technol. 2003, 28, 87-96.
    • (2003) Postharvest Biol. Technol. , vol.28 , pp. 87-96
    • Clark, C.J.1    McGlone, V.A.2    Jordan, R.B.3
  • 13
    • 20544475047 scopus 로고    scopus 로고
    • Use of FT-NIR spectrometry in non-invasive measurements of internal quality of "Fuji" apples
    • Liu, Y.; Ying, Y. Use of FT-NIR spectrometry in non-invasive measurements of internal quality of "Fuji" apples. Postharvest Biol. Technol. 2005, 37, 65-71.
    • (2005) Postharvest Biol. Technol. , vol.37 , pp. 65-71
    • Liu, Y.1    Ying, Y.2
  • 14
    • 0034350243 scopus 로고    scopus 로고
    • Determination of Firmness and Sugar Content of Apples Using Near-Infrared Diffuse Reflectance
    • Lu, R.; Guyer, D.E.; Beaudry, R.M. Determination of Firmness and Sugar Content of Apples Using Near-Infrared Diffuse Reflectance. J. Texture Stud. 2000, 31, 615-630.
    • (2000) J. Texture Stud. , vol.31 , pp. 615-630
    • Lu, R.1    Guyer, D.E.2    Beaudry, R.M.3
  • 16
    • 68349084774 scopus 로고    scopus 로고
    • Near infrared spectroscopy in natural products analysis
    • Cozzolino, D. Near infrared spectroscopy in natural products analysis. Planta Med. 2009, 75,746-756.
    • (2009) Planta Med. , vol.75 , pp. 746-756
    • Cozzolino, D.1
  • 17
    • 0036111685 scopus 로고    scopus 로고
    • Vis/NIR estimation at harvest of pre- and post-storage quality indices for "Royal Gala" apple
    • McGlone, V.A.; Jordan, R.B.; Martinsen, P.J. Vis/NIR estimation at harvest of pre- and post-storage quality indices for "Royal Gala" apple. Postharvest Biol. Technol. 2002, 25, 135-144.
    • (2002) Postharvest Biol. Technol. , vol.25 , pp. 135-144
    • McGlone, V.A.1    Jordan, R.B.2    Martinsen, P.J.3
  • 18
    • 33847134897 scopus 로고    scopus 로고
    • Fast Discrimination of Apple Varieties Using Vis/NIR Spectroscopy
    • He, Y.; Li, X.; Shao, Y. Fast Discrimination of Apple Varieties Using Vis/NIR Spectroscopy. Int.J. Food Prop. 2007, 10, 9-18.
    • (2007) Int.J. Food Prop. , vol.10 , pp. 9-18
    • He, Y.1    Li, X.2    Shao, Y.3
  • 20
    • 0030916370 scopus 로고    scopus 로고
    • Starch degradation and starch pattern indices; interpretation and relationship to maturity
    • Brookfield, P.; Murphy, P.; Harker, R.; MacRae, E. Starch degradation and starch pattern indices; interpretation and relationship to maturity. Postharvest Biol. Technol. 1997, 11, 23-30.
    • (1997) Postharvest Biol. Technol. , vol.11 , pp. 23-30
    • Brookfield, P.1    Murphy, P.2    Harker, R.3    MacRae, E.4
  • 23
    • 4944258356 scopus 로고    scopus 로고
    • Carbohydrate metabolism in two apple genotypes that differ in malate accumulation
    • Berüter, J. Carbohydrate metabolism in two apple genotypes that differ in malate accumulation. J. Plant Physiol. 2004, 161, 1011-1029.
    • (2004) J. Plant Physiol. , vol.161 , pp. 1011-1029
    • Berüter, J.1
  • 24
    • 81255168134 scopus 로고    scopus 로고
    • Delayed harvest and cold storage period influence ethylene production, fruit firmness and quality of "Cripps Pink" apple
    • Shafiq, M.; Singh, Z.; Khan, A.S. Delayed harvest and cold storage period influence ethylene production, fruit firmness and quality of "Cripps Pink" apple. Int. J. Food Sci. Technol. 2011, 46, 2520-2529.
    • (2011) Int. J. Food Sci. Technol. , vol.46 , pp. 2520-2529
    • Shafiq, M.1    Singh, Z.2    Khan, A.S.3
  • 25
    • 1842665794 scopus 로고    scopus 로고
    • Aroma volatile compounds of "Fuji" apples in relation to harvest date and cold storage technology: A comparison of two seasons
    • Echeverría, G.; Fuentes, T.; Graell, J.; Lara, I.; López, M.L. Aroma volatile compounds of "Fuji" apples in relation to harvest date and cold storage technology: A comparison of two seasons. Postharvest Biol. Technol. 2004, 32, 29-44.
    • (2004) Postharvest Biol. Technol. , vol.32 , pp. 29-44
    • Echeverría, G.1    Fuentes, T.2    Graell, J.3    Lara, I.4    López, M.L.5
  • 26
    • 79960777492 scopus 로고    scopus 로고
    • Physiological and anatomical comparison between four different apple cultivars under cold-storage conditions
    • Ghafir, S.A.M.; Gadalla, S.O.; Murajei, B.N.; El-Nady, M.F. Physiological and anatomical comparison between four different apple cultivars under cold-storage conditions. Afr. J. Plant Sci. 2009, 3, 133-138.
    • (2009) Afr. J. Plant Sci. , vol.3 , pp. 133-138
    • Ghafir, S.A.M.1    Gadalla, S.O.2    Murajei, B.N.3    El-Nady, M.F.4
  • 27
    • 0030960011 scopus 로고    scopus 로고
    • Group I allergens of grass pollen as cell wall-loosening agents
    • Cosgrove, D.J.; Bedinger, P.; Durachko, D.M. Group I allergens of grass pollen as cell wall-loosening agents. Proc. Natl. Acad. Sci. USA 1997, 94, 6559-6564.
    • (1997) Proc. Natl. Acad. Sci. USA , vol.94 , pp. 6559-6564
    • Cosgrove, D.J.1    Bedinger, P.2    Durachko, D.M.3
  • 28
    • 33751294060 scopus 로고    scopus 로고
    • 1-Methylcyclopropene (Smartfresh™) as an alternative to modified atmosphere and controlled atmosphere storage of apples and pears
    • (ISHS)
    • Crouch, I. 1-Methylcyclopropene (Smartfresh™) as an alternative to modified atmosphere and controlled atmosphere storage of apples and pears. Acta Hort. (ISHS) 2003, 600, 433-436.
    • (2003) Acta Hort. , vol.600 , pp. 433-436
    • Crouch, I.1
  • 29
    • 30244469110 scopus 로고
    • Changes of pectic compounds in Jonathan apples under various storage conditions
    • Ben, J.; Gaweda, M. Changes of pectic compounds in Jonathan apples under various storage conditions. Acta Physiol. Plant. 1985, 7, 45-54.
    • (1985) Acta Physiol. Plant. , vol.7 , pp. 45-54
    • Ben, J.1    Gaweda, M.2
  • 30
    • 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, 1627-1639.
    • (1964) Anal. Chem. , vol.36 , pp. 1627-1639
    • Savitzky, A.1    Golay, M.J.E.2
  • 35
    • 0035182172 scopus 로고    scopus 로고
    • Prediction of the optimal picking date of different apple cultivars by means of VIS/NIR-spectroscopy
    • Peirs, A.; Lammertyn, J.; Ooms, K.; Nicolaï, B.M. Prediction of the optimal picking date of different apple cultivars by means of VIS/NIR-spectroscopy. Postharvest Biol. Technol. 2001, 21, 189-199.
    • (2001) Postharvest Biol. Technol. , vol.21 , pp. 189-199
    • Peirs, A.1    Lammertyn, J.2    Ooms, K.3    Nicolaï, B.M.4
  • 36
    • 72949120577 scopus 로고    scopus 로고
    • Postharvest quality of apple predicted by NIR-spectroscopy: Study of the effect of biological variability on spectra and model performance
    • Bobelyn, E.; Serban, A.S.; Nicu, M.; Lammertyn, J.; Nicolai, B.M.; Saeys, W. Postharvest quality of apple predicted by NIR-spectroscopy: Study of the effect of biological variability on spectra and model performance. Postharvest Biol. Technol. 2010, 55, 133-143.
    • (2010) Postharvest Biol. Technol. , vol.55 , pp. 133-143
    • Bobelyn, E.1    Serban, A.S.2    Nicu, M.3    Lammertyn, J.4    Nicolai, B.M.5    Saeys, W.6
  • 37
    • 84876420605 scopus 로고    scopus 로고
    • Primary and secondary metabolism in the sun-exposed peel and the shaded peel of apple fruit
    • Li, P.; Ma, F.; Cheng, L. Primary and secondary metabolism in the sun-exposed peel and the shaded peel of apple fruit. Physiol. Plant. 2013, 148, 9-24.
    • (2013) Physiol. Plant. , vol.148 , pp. 9-24
    • Li, P.1    Ma, F.2    Cheng, L.3
  • 38
    • 77956260942 scopus 로고    scopus 로고
    • Determination of Amino Acids in Chinese Rice Wine by Fourier Transform Near-Infrared Spectroscopy
    • Shen, F.; Niu, X.; Yang, D.; Ying, Y.; Li, B.; Zhu, G.; Wu, J. Determination of Amino Acids in Chinese Rice Wine by Fourier Transform Near-Infrared Spectroscopy. J. Agric. Food Chem. 2010, 58, 9809-9816.
    • (2010) J. Agric. Food Chem. , vol.58 , pp. 9809-9816
    • Shen, F.1    Niu, X.2    Yang, D.3    Ying, Y.4    Li, B.5    Zhu, G.6    Wu, J.7
  • 39
    • 0033995010 scopus 로고    scopus 로고
    • Light penetration properties of NIR radiation in fruit with respect to non-destructive quality assessment
    • Lammertyn, J.; Peirs, A.; Baerdemaeker, J.; de Nicolaï, B. Light penetration properties of NIR radiation in fruit with respect to non-destructive quality assessment. Postharvest Biol. Technol. 2000, 18, 121-132.
    • (2000) Postharvest Biol. Technol. , vol.18 , pp. 121-132
    • Lammertyn, J.1    Peirs, A.2    Baerdemaeker, J.3    De Nicolaï, B.4
  • 41
    • 33646531396 scopus 로고    scopus 로고
    • Comparison of the HPLC method and FT-NIR analysis for quantification of glucose, fructose, and sucrose in intact apple fruits
    • Liu, Y.; Ying, Y.; Yu, H.; Fu, X. Comparison of the HPLC method and FT-NIR analysis for quantification of glucose, fructose, and sucrose in intact apple fruits. J. Agric. Food Chem. 2006, 54, 2810-2815.
    • (2006) J. Agric. Food Chem. , vol.54 , pp. 2810-2815
    • Liu, Y.1    Ying, Y.2    Yu, H.3    Fu, X.4
  • 42
    • 84868569157 scopus 로고    scopus 로고
    • Agricultural Research in the Field of Fruit Growing in South Tyrol
    • Dalla Via, J.; Mantinger, H. Agricultural Research in the Field of Fruit Growing in South Tyrol. Erwerbs-Obstbau 2012, 54, 83-115.
    • (2012) Erwerbs-Obstbau , vol.54 , pp. 83-115
    • Dalla Via, J.1    Mantinger, H.2
  • 43
    • 0033405046 scopus 로고    scopus 로고
    • Using the Streif Index as a Final Harvest Window for Controlled-atmosphere Storage of Apples
    • DeLong, J.M.; Prange, R.K.; Harrison, P.A. Using the Streif Index as a Final Harvest Window for Controlled-atmosphere Storage of Apples. HortScience 1999, 34, 1251-1255.
    • (1999) HortScience , vol.34 , pp. 1251-1255
    • DeLong, J.M.1    Prange, R.K.2    Harrison, P.A.3
  • 44
    • 0034384874 scopus 로고    scopus 로고
    • Etude de la possibilité de mesurer simultanément la fermeté de la chair et de l'épiderme des pommes
    • Duprat, F.; Grotte, M.; Loonis, D.; Piétri, E. Etude de la possibilité de mesurer simultanément la fermeté de la chair et de l'épiderme des pommes. Sci. Aliments 2000, 20, 253-264.
    • (2000) Sci. Aliments , vol.20 , pp. 253-264
    • Duprat, F.1    Grotte, M.2    Loonis, D.3    Piétri, E.4
  • 45
    • 84855199947 scopus 로고    scopus 로고
    • R Core Team R Foundation for Statistical Computing: Vienna, Austria
    • R Core Team. A language and Environment for Statistical Computing; R Foundation for Statistical Computing: Vienna, Austria, 2013.
    • (2013) A Language and Environment for Statistical Computing
  • 46
    • 84941209857 scopus 로고    scopus 로고
    • CAMO Software AS CAMO Software: Oslo, Norway
    • CAMO Software AS. Unscrambler X; CAMO Software: Oslo, Norway, 2014.
    • (2014) Unscrambler X


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