کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
6393346 1330450 2012 6 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
The classification of sea cucumber (Apostichopus japonicus) according to region of origin using multi-element analysis and pattern recognition techniques
موضوعات مرتبط
علوم زیستی و بیوفناوری علوم کشاورزی و بیولوژیک دانش تغذیه
پیش نمایش صفحه اول مقاله
The classification of sea cucumber (Apostichopus japonicus) according to region of origin using multi-element analysis and pattern recognition techniques
چکیده انگلیسی

Element composition fingerprints were investigated for their potential to classify sea cucumber (Apostichopus japonicus) samples according to their geographical origin. Fifteen elements in 39 sea cucumber samples from three water environments (Bohai Sea, Yellow Sea, East China Sea) of China were quantitatively analyzed by inductively coupled plasma-mass spectrometry (ICP-MS). Pattern recognition techniques including principal component analysis (PCA), cluster analysis (CA, squared Euclidean distance between objects and between-groups linkage method as a clustering procedure) and linear discriminate analysis (LDA) were used for this purpose. Fifteen elements (Al, V, Cr, Mn, Fe, Co, Ni, Cu, Zn, As, Se, Mo, Cd, Hg and Pb) in the sea cucumber samples of different regions showed significant differences (P < 0.05). Furthermore, sea cucumber samples from three water environments were accurately differentiated by PCA and CA. LDA gave an overall correct classification rate of 100.0% and cross-validation rate of 100.0%. These results demonstrate the usefulness of the multi-element analysis combined with pattern recognition techniques for authenticating of the geographical origin of sea cucumber in China.

► A feasible method for the geographical classification of the aquatic food materials is supplied. ► Multi-element analysis and pattern recognition techniques are first used to distinguish the origin of the sea cucumbers. ► The authentication of the sea cucumber (Apostichopus japonicus) of three water environments in China has been realized. ► Fifteen mineral elements of the sea cucumber (Apostichopus japonicus) have been quantitatively analyzed by CP-MS. ► The multi-element fingerprints of the sea cucumber (Apostichopus japonicus) in China have been built.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Food Control - Volume 23, Issue 2, February 2012, Pages 522-527
نویسندگان
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