Apples Nutraceutic Properties Evaluation Through a Visible and Near-Infrared Portable System

被引:66
作者
Beghi, R. [1 ]
Spinardi, A. [2 ]
Bodria, L. [1 ]
Mignani, I. [2 ]
Guidetti, R. [1 ]
机构
[1] Univ Milan, Dept Agr Engn, I-20133 Milan, Italy
[2] Univ Milan, Dept Plant Prod, I-20133 Milan, Italy
关键词
Apple; Visible near-infrared; Nutraceutical compounds; Chemometrics; Quality evaluation; SOLUBLE SOLIDS CONTENT; ASCORBIC-ACID; NONDESTRUCTIVE MEASUREMENT; REFLECTANCE SPECTROSCOPY; NIR SPECTROSCOPY; PIGMENT CHANGES; QUALITY; FRUIT; PREDICTION; STORAGE;
D O I
10.1007/s11947-012-0824-7
中图分类号
TS2 [食品工业];
学科分类号
0832 ;
摘要
Non-destructive and rapid tools are required for predicting the optimum harvest window and for monitoring fruit quality during postharvest period. This study tested a portable, experimental visible/near-infrared (vis/NIR) spectrophotometer, more versatile and handy than traditional vis/NIR instruments, to measure phytonutrients active in human health and important in fruit storability. Parameters determining sensorial and quality properties of the fruit were also analyzed. The vis/NIR measurement was carried out in field using apples of "Golden Delicious" and "Stark Red Delicious" on tree. Calibration models were developed using PLS regression based on second derivative spectra. For "Golden Delicious" apple, the cross-validation R (2) for soluble solids content (SSC), chlorophyll, titratable acidity (TA), flesh firmness, total phenols, carotenoids, and ascorbic acid were 0.72, 0.86, 0.52, 0.44, 0.09, 0.77, and 0.50, respectively. The corresponding RMSECV were 0.78 A degrees Brix, 0.50 nmol/cm(2), 0.59 g/L, 6.08 N, 0.10 mg/g, 0.08 nmol/cm(2), and 0.83 mg/100 g, respectively. For "Stark Red Delicious" similar calibration statistics were found for SSC, TA, flesh firmness, chlorophyll, and ascorbic acid content. A better calibration performance was achieved for total phenols, while for carotenoids it was less accurate. Cross-validation R (2) for "Stark Red Delicious" total anthocyanins, total flavonoids, and non-anthocyanic flavonoids were 0.67, 0.86, and 0.77, respectively. The corresponding RMSECV were 0.12, 0.14, and 0.15 mg/g, respectively. It was concluded that the portable vis/NIR instrument performed similarly to bench top or portable vis/NIR instruments reported in the literature.
引用
收藏
页码:2547 / 2554
页数:8
相关论文
共 49 条
[11]   Sensory interpretation of instrumental measurements 1: texture of apple fruit [J].
Harker, FR ;
Maindonald, J ;
Murray, SH ;
Gunson, FA ;
Hallett, IC ;
Walker, SB .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2002, 24 (03) :225-239
[12]   Induction of resistance to gray mold with benzothiadiazole modifies amino acid profile and increases proanthocyanidins in grape: Primary versus secondary metabolism [J].
Iriti, M ;
Rossoni, M ;
Borgo, M ;
Ferrara, L ;
Faoro, F .
JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2005, 53 (23) :9133-9139
[13]   Non-destructive prediction of quality of intact apple using near infrared spectroscopy [J].
Jha, S. N. ;
Ruchi, Garg .
JOURNAL OF FOOD SCIENCE AND TECHNOLOGY-MYSORE, 2010, 47 (02) :207-213
[14]   Non-destructive measurement of acidity of Chinese bayberry using Vis/NIRS techniques [J].
Li, Xiaoli ;
He, Yong .
EUROPEAN FOOD RESEARCH AND TECHNOLOGY, 2006, 223 (06) :731-736
[15]  
LICHTENTHALER HK, 1987, METHOD ENZYMOL, V148, P350
[16]  
Liu Yan-de, 2004, J Zhejiang Univ Sci, V5, P651, DOI 10.1631/jzus.2004.0651
[17]   Nondestructive measurement of firmness and soluble solids content for apple fruit using hyperspectral scattering images [J].
Renfu Lu .
Sensing and Instrumentation for Food Quality and Safety, 2007, 1 (1)
[18]   Rapid evaluation of olive oil quality by NIR reflectance spectroscopy [J].
Mailer, RJ .
JOURNAL OF THE AMERICAN OIL CHEMISTS SOCIETY, 2004, 81 (09) :823-827
[19]   Prediction of soluble solids content and post-storage internal quality of Bulida apricots using near infrared spectroscopy [J].
Manley, Marena ;
Joubert, Elizabeth ;
Myburgh, Lindie ;
Lotz, Ester ;
Kidd, Martin .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2007, 15 (03) :179-188
[20]   The application of near infrared spectroscopy to the measurement of bioactive compounds in food commodities [J].
McGoverin, Cushla M. ;
Weeranantanaphan, Jittima ;
Downey, Gerard ;
Manley, Marena .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2010, 18 (02) :87-111