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Species Discrimination among Three Kinds of Puffer Fish Using an Electronic Nose Combined with Olfactory Sensory Evaluation
College of Food Science and Technology, Shanghai Engineering Research Center of Aquatic-Product Processing & Preservation, Shanghai Ocean University, Shanghai 201306, China
National Center of Meat Quality and Safety Control, Nanjing Agricultural University, Nanjing 210095, China
* Author to whom correspondence should be addressed.
Received: 11 May 2012; in revised form: 31 July 2012 / Accepted: 2 August 2012 / Published: 13 September 2012
Abstract: Species discrimination among three kinds of puffer fish, Takifugu obscurus, Takifugu flavidus and Takifugu rubripes, was conducted using an electronic nose combined with olfactory sensory evaluation. All data were treated by multivariate data processing based on principal component analysis (PCA) and discriminant factor analysis (DFA). The results showed the discriminant model by PCA method and DFA method. Using PCA and DFA, it was shown that the electronic nose was able to reasonably distinguish between each of the eleven puffer fish groups, with a discrimination index of 85. The olfactory sensory evaluation was undertaken in accordance to Sensory analysis—Methodology—Initiation and training of assessors in the detection and recognition of odors (BS ISO 5496-2006), and the results showed that the evaluation was able to identify puffer fish samples according to their species, geographical origin and age. Results from this analysis demonstrate that the E-nose can be used to complement the discrimination of odors by sensory evaluation from the three species of puffer fish studied here.
Keywords: puffer fish; electronic nose; olfactory sensory evaluation; principal component analysis (PCA); discriminant factorial analysis (DFA)
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Cite This Article
MDPI and ACS Style
Zhang, M.; Wang, X.; Liu, Y.; Xu, X.; Zhou, G. Species Discrimination among Three Kinds of Puffer Fish Using an Electronic Nose Combined with Olfactory Sensory Evaluation. Sensors 2012, 12, 12562-12571.
Zhang M, Wang X, Liu Y, Xu X, Zhou G. Species Discrimination among Three Kinds of Puffer Fish Using an Electronic Nose Combined with Olfactory Sensory Evaluation. Sensors. 2012; 12(9):12562-12571.
Zhang, Meixiu; Wang, Xichang; Liu, Yuan; Xu, Xinglian; Zhou, Guanghong. 2012. "Species Discrimination among Three Kinds of Puffer Fish Using an Electronic Nose Combined with Olfactory Sensory Evaluation." Sensors 12, no. 9: 12562-12571.