Non-destructive determination of carbohydrate content in potatoes using near infrared spectroscopy

被引:28
作者
Chen, JY [1 ]
Miao, Y
Zhang, H
Matsunaga, R
机构
[1] Akita Prefectural Univ, Fac Bioresource Sci, Akita 0100195, Japan
[2] Nanjing Univ Technol, Coll Life Sci & Pharm, Nanjing, Peoples R China
关键词
near infrared spectroscopy; carbohydrate content; potatoes; difference spectra; partial least square regression (PLS);
D O I
10.1255/jnirs.439
中图分类号
O69 [应用化学];
学科分类号
081704 ;
摘要
The performance of near infrared spectroscopy as a simple technique for the non-destructive determination of carbohydrate content in potatoes was examined. An interactance method was adopted to measure near infrared spectra (700-1100 nm). A good calibration model with reasonable accuracy (correlation coefficient of 0.93 and standard error of prediction of 0.98%) was developed using partial least square (PLS) regression. The PLS calibration model utilised effectively two characteristic absorption bands of 990 urn and 916 nm, assigned to potato starch. The plots of the regression coefficients were thought to be useful for understanding the calibration model structure.
引用
收藏
页码:311 / 314
页数:4
相关论文
共 11 条
[1]   FEASIBILITY AND PERFORMANCES OF A NEW, MULTIPLEXED, FAST AND LOW-COST FIBEROPTIC NIR SPECTROMETER FOR THE ONLINE MEASUREMENT OF SUGAR IN FRUITS [J].
BELLON, V ;
VIGNEAU, JL ;
LECLERCQ, M .
APPLIED SPECTROSCOPY, 1993, 47 (07) :1079-1083
[2]   NEAR-INFRARED ANALYSIS OF SOLUBLE SOLIDS IN INTACT CANTALOUPE [J].
DULL, GG ;
BIRTH, GS ;
SMITTLE, DA ;
LEFFLER, RG .
JOURNAL OF FOOD SCIENCE, 1989, 54 (02) :393-395
[3]  
DULL GG, 1992, T ASAE, V35, P735
[4]  
KAWANO S, 1992, J JPN SOC HORTIC SCI, V61, P445, DOI 10.2503/jjshs.61.445
[5]  
KAWANO S, 1993, J JPN SOC HORTIC SCI, V62, P465, DOI 10.2503/jjshs.62.465
[6]  
Lu R, 2001, T ASAE, V44, P1265
[7]   Determination of firmness and sugar content of apples using near-infrared diffuse reflectance [J].
Lu, RF ;
Guyer, DE ;
Beaudry, RM .
JOURNAL OF TEXTURE STUDIES, 2000, 31 (06) :615-630
[8]  
Nielsen S., 2003, FOOD ANAL, V3rd
[9]  
Resources Council Science and Technology Japan, 2000, STAND TABL FOOD COMP
[10]   Nondestructive determination of soluble solids in tomatoes using near infrared spectroscopy [J].
Slaughter, DC ;
Barrett, D ;
Boersig, M .
JOURNAL OF FOOD SCIENCE, 1996, 61 (04) :695-697