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
[1]   Non-destructive Estimation of Mandarin Maturity Status Through Portable VIS-NIR Spectrophotometer [J].
Antonucci, Francesca ;
Pallottino, Federico ;
Paglia, Graziella ;
Palma, Amedeo ;
D'Aquino, Salvatore ;
Menesatti, Paolo .
FOOD AND BIOPROCESS TECHNOLOGY, 2011, 4 (05) :809-813
[2]   Postharvest quality of apple predicted by NIR-spectroscopy: Study of the effect of biological variability on spectra and model performance [J].
Bobelyn, Els ;
Serban, Anca-Sabina ;
Nicu, Mihai ;
Lammertyn, Jeroen ;
Nicolai, Bart M. ;
Saeys, Wouter .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2010, 55 (03) :133-143
[3]   Discrimination of storage duration of apples stored in a cooled room and shelf-life by visible-near infrared spectroscopy [J].
Camps, C. ;
Guillermin, P. ;
Mauget, J. C. ;
Bertrand, D. .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2007, 15 (03) :169-177
[4]   Non-destructive assessment of apricot fruit quality by portable visible-near infrared spectroscopy [J].
Camps, C. ;
Christen, D. .
LWT-FOOD SCIENCE AND TECHNOLOGY, 2009, 42 (06) :1125-1131
[5]   Prediction of storage disorders of kiwifruit (Actinidia chinensis) based on visible-NIR spectral characteristics at harvest [J].
Clark, CJ ;
McGlone, VA ;
De Silva, HN ;
Manning, MA ;
Burdon, J ;
Mowat, AD .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2004, 32 (02) :147-158
[6]   Detection of Brownheart in 'Braeburn' apple by transmission NIR spectroscopy [J].
Clark, CJ ;
McGlone, VA ;
Jordan, RB .
POSTHARVEST BIOLOGY AND TECHNOLOGY, 2003, 28 (01) :87-96
[7]   The antioxidant profile of three different peaches cultivars (Prunus persica) and their short-term effect on antioxidant status in human [J].
Dalla Valle, Andrea Z. ;
Mignani, Ilaria ;
Spinardi, Anna ;
Galvano, Fabio ;
Ciappellano, Salvatore .
EUROPEAN FOOD RESEARCH AND TECHNOLOGY, 2007, 225 (02) :167-172
[8]  
Di Natale C., 2002, SENSORS
[9]   Determination of soluble solids and firmness of apples by Vis/NIR transmittance [J].
Fan, Guoqiang ;
Zha, Jianwen ;
Du, Ran ;
Gao, L. .
JOURNAL OF FOOD ENGINEERING, 2009, 93 (04) :416-420
[10]  
Guidetti R, 2010, T ASABE, V53, P477