Time- and spatially-resolved spectroscopy to determine the bulk optical properties of 'Braeburn' apples after ripening in shelf life

被引:27
|
作者
Vanoli, Maristella [1 ]
Van Beers, Robbe [2 ]
Sadar, Nadja [3 ]
Rizzolo, Anna [1 ]
Buccheri, Marina [1 ]
Grassi, Maurizio [1 ]
Lovati, Fabio [1 ]
Nicolai, Bart [2 ,4 ]
Aernouts, Ben [2 ,5 ]
Watte, Rodrigo [2 ]
Torricelli, Alessandro [6 ,7 ]
Spinelli, Lorenzo [7 ]
Saeys, Wouter [2 ]
Zanella, Angelo [3 ]
机构
[1] CREA Res Ctr Engn & Agrofood Proc, Via Venezian 26, I-20133 Milan, Italy
[2] Katholieke Univ Leuven, Dept Biosyst, MeBioS, Kasteelpk Arenberg 30, B-3001 Leuven, Belgium
[3] Res Ctr Laimburg, Laimburg 6, I-39040 Ora, BZ, Italy
[4] VCBT Flanders Ctr Postharvest Technol, Willem de Croylaan 42, B-3001 Leuven, Belgium
[5] Katholieke Univ Leuven, Cluster Biosyst Engn Technol, Dept Biosyst, Campus Geel,Kleinhoefstr 4, B-2440 Geel, Belgium
[6] Politecn Milan, Dipartimento Fis, Piazza L da Vinci 32, I-20133 Milan, Italy
[7] Consiglio Nazl Ric IFN CNR, Ist Foton & Nanotecnol, Piazza L da Vinci 32, I-20133 Milan, Italy
关键词
Absorption; Scattering; Apple; Non-destructive techniques; Quality; Texture; TRS; SRS; SOLUBLE SOLIDS CONTENT; REFLECTANCE SPECTROSCOPY; DIFFUSE-REFLECTANCE; NONDESTRUCTIVE ESTIMATION; CAROTENOID-PIGMENTS; ANTHOCYANIN CONTENT; ETHYLENE PRODUCTION; TURBID MEDIA; FIRMNESS; FRUIT;
D O I
10.1016/j.postharvbio.2020.111233
中图分类号
S3 [农学(农艺学)];
学科分类号
0901 ;
摘要
Bulk optical properties, in terms of absorption (mu(a)) and reduced scattering coefficients (mu(s)'), can be used for the non-destructive monitoring of fruit quality during ripening. In this study, the performance of time-resolved (TRS) and spatially-resolved (SRS) spectroscopy were compared by analyzing 'Braeburn' apples over a 21 d period of ripening. Nine batches of 20 apples each were measured on the blush side by TRS (540-1064 nm) and SRS (550-1000 nm). Every fruit was analyzed for skin color, texture characteristics, relative internal space volume (RISV), total solid soluble and titratable acidity contents. TRS absorption spectra showed two maxima, the highest at 980 nm (water) and the second at 670 nm (chlorophyll), while in SRS spectra the main peak was measured at 550 nm (anthocyanins) followed by that at 670 nm. The values of mu(a)580SRS and of mu(a)670SRS were much higher than those measured at the same wavelengths by TRS suggesting that TRS and SRS actually explore the apple tissue (skin and/or flesh) in a different way. The values of mu a980TRS were higher than those of mu(a)980SRS, probably due to the fact that water content was lower in the skin (mostly probed by SRS) than in the flesh (mostly probed by TRS). No significant correlations were found between mu(a)580SRS and mu(a)580TRS and between mu(a)980SRS and mu(a)980TRSbut a low positive relationship was observed between mu(a)670TRSand mu(a)670SRS. On the contrary, high correlations were found between mu(a)670SRS and the spectral index IAD (index of absorbance dif-ference) related to chlorophyll in the skin and between mu(a)580SRS and the spectral index ARI (anthocyanin re-flectance index), related to anthocyanin content in the peel, suggesting that mu(a)580SRS is linked to the develop-ment of the red color in the peel. Both mu(a)670TRS and mu(a)670SRS decreased during fruit ripening, indicating a decline in chlorophyll in the flesh and skin, respectively. During the shelf life period, apples became soft and mealy, as mechanical and acoustic parameters decreased and RISV increased. Fruit softening was accompanied by increasing values of both mu(sTRS)' and mu(sSRS)'. The mu(sTRS)' and mu(sSRS)' were positively related to each other, were positively correlated to RISV and negatively related to mechanical and acoustic parameters. Both the TRS and SRS technique were able to follow ripening processes in 'Braeburn' apples during the shelf life period, as ab-sorption phenomena were related to changes in pigments present in the fruit flesh and skin, while scattering events mirrored changes in the flesh texture.
引用
收藏
页数:13
相关论文
共 6 条
  • [1] Studies on classification models to discriminate 'Braeburn' apples affected by internal browning using the optical properties measured by time-resolved reflectance spectroscopy
    Vanoli, Maristella
    Rizzolo, Anna
    Grassi, Maurizio
    Spinelli, Lorenzo
    Verlinden, Bert E.
    Torricelli, Alessandro
    POSTHARVEST BIOLOGY AND TECHNOLOGY, 2014, 91 : 112 - 121
  • [2] Time-resolved reflectance spectroscopy applied to the nondestructive monitoring of the internal optical properties in apples
    Cubeddu, R
    D'Andrea, C
    Pifferi, A
    Taroni, P
    Torricelli, A
    Valentini, G
    Ruiz-Altisent, M
    Valero, C
    Ortiz, C
    Dover, C
    Johnson, D
    APPLIED SPECTROSCOPY, 2001, 55 (10) : 1368 - 1374
  • [3] Modeling mango ripening during shelf life based on pulp color nondestructively measured by time-resolved reflectance spectroscopy
    Vanoli, Maristella
    Rizzolo, Anna
    Grassi, Maurizio
    Spinelli, Lorenzo
    Torricelli, Alessandro
    SCIENTIA HORTICULTURAE, 2023, 310
  • [4] Polyuronide content and correlation to optical properties measured by time-resolved reflectance spectroscopy in 'Jonagored' apples stored in normal and controlled atmosphere
    Vanoli, M.
    Zerbini, P. Eccher
    Spinelli, L.
    Torricelli, A.
    Rizzolo, A.
    FOOD CHEMISTRY, 2009, 115 (04) : 1450 - 1457
  • [5] Sensory characteristics, quality and optical properties measured by time-resolved reflectance spectroscopy in stored apples
    Rizzolo, A.
    Vanoli, M.
    Spinelli, L.
    Torricelli, A.
    POSTHARVEST BIOLOGY AND TECHNOLOGY, 2010, 58 (01) : 1 - 12
  • [6] Bridging the gap between measurement-based and simulation-based metamodels for deriving bulk optical properties from spatially-resolved reflectance profiles: effect of illumination and detection geometry
    Sun, Chanjun
    Aernouts, Ben
    Saeys, Wouter
    OPTICS EXPRESS, 2021, 29 (11) : 15882 - 15905