Rapid Estimation of Potato Quality Parameters by a Portable Near-Infrared Spectroscopy Device

被引:18
作者
Escuredo, Olga [1 ]
Meno, Laura [1 ]
Rodriguez-Flores, Maria Shantal [1 ]
Seijo, Maria Carmen [1 ]
机构
[1] Univ Vigo, Dept Vegetal Biol & Soil Sci, Fac Sci, Orense 32004, Spain
关键词
NIR spectrometer; intact potato; dry matter; reducing sugars; chemometrics; MPLS; DRY-MATTER CONTENT; SOLANUM-TUBEROSUM; WAVELENGTH SELECTION; NIR SPECTROSCOPY; REDUCING SUGARS; REFLECTANCE; PREDICTION; STORAGE; QUINOA;
D O I
10.3390/s21248222
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The aim of the present work was to determine the main quality parameters on tuber potato using a portable near-infrared spectroscopy device (MicroNIR). Potato tubers protected by the Protected Geographical Indication (PGI "Patata de Galicia", Spain) were analyzed both using chemical methods of reference and also using the NIR methodology for the determination of important parameters for tuber commercialization, such as dry matter and reducing sugars. MicroNIR technology allows for the attainment/estimation of dry matter and reducing sugars in the warehouses by directly measuring the tubers without a chemical treatment and destruction of samples. The principal component analysis and modified partial least squares regression method were used to develop the NIR calibration model. The best determination coefficients obtained for dry matter and reducing sugars were of 0.72 and 0.55, respectively, and with acceptable standard errors of cross-validation. Near-infrared spectroscopy was established as an effective tool to obtain prediction equations of these potato quality parameters. At the same time, the efficiency of portable devices for taking instantaneous measurements of crucial quality parameters is useful for potato processors.
引用
收藏
页数:12
相关论文
共 41 条
[11]  
Chen J.Y., 2010, Japan Journal of Food Engineering, V11, P59, DOI DOI 10.11301/JSFE.11.59
[12]   Non-destructive determination of carbohydrate content in potatoes using near infrared spectroscopy [J].
Chen, JY ;
Miao, Y ;
Zhang, H ;
Matsunaga, R .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2004, 12 (05) :311-314
[13]   Portable Spectroscopy [J].
Crocombe, Richard A. .
APPLIED SPECTROSCOPY, 2018, 72 (12) :1701-1751
[14]   ON THE SCALES ASSOCIATED WITH NEAR-INFRARED REFLECTANCE DIFFERENCE SPECTRA [J].
DHANOA, MS ;
LISTER, SJ ;
BARNES, RJ .
APPLIED SPECTROSCOPY, 1995, 49 (06) :765-772
[15]  
Esbensen K.H., 2014, NIR News, V25, P24, DOI [10.1255/nirn.1462, DOI 10.1255/NIRN.1462]
[16]   Potential of near infrared spectroscopy for predicting the physicochemical properties on potato flesh [J].
Escuredo, Olga ;
Seijo-Rodriguez, Ana ;
Inmaculada Gonzalez-Martin, M. ;
Shantal Rodriguez-Flores, M. ;
Carmen Seijo, M. .
MICROCHEMICAL JOURNAL, 2018, 141 :451-457
[17]   Amino acid profile of the quinoa (Chenopodium quinoa Willd.) using near infrared spectroscopy and chemometric techniques [J].
Escuredo, Olga ;
Gonzalez Martin, M. Inmaculada ;
Wells Moncada, Guillermo ;
Fischer, Susana ;
Hernandez Hierro, Jose Miguel .
JOURNAL OF CEREAL SCIENCE, 2014, 60 (01) :67-74
[18]   Advances in NIR spectroscopy applied to process analytical technology in food industries [J].
Grassi, Silvia ;
Alamprese, Cristina .
CURRENT OPINION IN FOOD SCIENCE, 2018, 22 :17-21
[19]   Prediction of potato processing quality by near infrared reflectance spectroscopy of ground raw tubers [J].
Haase, Norbert U. .
JOURNAL OF NEAR INFRARED SPECTROSCOPY, 2011, 19 (01) :37-45
[20]  
Helgerud T., 2012, Journal of Food Research, V1, P55