Non-destructive evaluation of apple maturity using an electronic nose system

被引:69
作者
Pathange, Lakshmi P.
Mallikarjunan, Parameswarakumar [1 ]
Marini, Richard P.
O'Keefe, Sean
Vaughan, David
机构
[1] Virginia Polytech Inst & State Univ, Dept Biol Syst Engn, Blacksburg, VA 24061 USA
[2] Virginia Polytech Inst & State Univ, Dept Hort, Blacksburg, VA 24061 USA
[3] Virginia Polytech Inst & State Univ, Dept Food Sci & Technol, Blacksburg, VA 24061 USA
关键词
Gala apples; maturity; electronic nose; discriminant analysis;
D O I
10.1016/j.jfoodeng.2005.08.034
中图分类号
TQ [化学工业];
学科分类号
0817 ;
摘要
Currently, random and destructive sampling techniques are used to evaluate apple quality. Thus there is need to develop a nondestructive technique to assess apple quality. Maturity indices such as starch index and puncture strength were used to categorize Gala apples into three maturity groups referred to as immature, mature and over mature fruits. Multivariate analysis of variance (MANOVA) of the electronic nose (EN) sensor data indicated that there were different maturity groups (Wilks' Lambda F = 3.7, P < 0.0001). From the Discriminant analysis (DA), EN could effectively categorize Gala apples into the three maturity groups with the correct classification percentage of 83%. (c) 2005 Published by Elsevier Ltd.
引用
收藏
页码:1018 / 1023
页数:6
相关论文
共 18 条
[1]  
BRACKMANN A, 1994, ACTA HORTIC, V368, P51
[2]  
BROWN DS, 1965, J AM SOC HORTIC SCI, V8, P98
[3]   Sensory characteristics of controlled atmosphere- and air-stored 'Gala' apples [J].
Cliff, MA ;
Lau, OL ;
King, MC .
JOURNAL OF FOOD QUALITY, 1998, 21 (03) :239-249
[4]  
COWGILL W, 2001, PAINLESS EFFICIENT M
[5]  
*CYR SCI INC, 2000, CYR 320 US MAN
[6]  
FRIENDLY M, 1991, ROBUST MULTIVARIATE
[7]  
Johnson D. E., 1998, APPL MULTIVARIATE ME, P217, DOI DOI 10.1366/0003702053641559
[8]   Evaluation of low field (5.40-MHz) proton magnetic resonance measurements of Dw and T2 as methods of nondestructive quality evaluation of apples [J].
Keener, KM ;
Stroshine, RL ;
Nyenhuis, JA .
JOURNAL OF THE AMERICAN SOCIETY FOR HORTICULTURAL SCIENCE, 1999, 124 (03) :289-295
[9]  
Kingston C. M., 1992, Horticultural Reviews, V13, P407, DOI 10.1002/9780470650509.ch10
[10]   VARIATION IN QUALITY OF APPLE FRUITS STORED AFTER HARVEST ON DIFFERENT DATES [J].
KNEE, M ;
SMITH, SM .
JOURNAL OF HORTICULTURAL SCIENCE & BIOTECHNOLOGY, 1989, 64 (04) :413-419