Geographical origin classification of Argentinean honeys using a digital image-based flow-batch system

被引：30

作者：

Alejandra Dominguez, Marina ^{[1
]}

Goncalves Dias Diniz, Paulo Henrique ^{[2
]}

Susana Di Nezio, Maria ^{[1
]}

Ugulino de Araujo, Mario Cesar ^{[2
]}

Eugenia Centurion, Maria ^{[1
]}

机构：

[1] Univ Nacl Sur, INQUISUR, Dept Quim, RA-8000 Buenos Aires, DF, Argentina

[2] Univ Fed Paraiba, Dept Quim, Ctr Ciencias Exatas & Nat, BR-58051970 Joao Pessoa, Paraiba, Brazil

来源：

MICROCHEMICAL JOURNAL | 2014年 / 112卷

关键词：

Honey; Classification; Geographical origin; Flow-batch; Digital image; PROFILE;

D O I：

10.1016/j.microc.2013.09.008

中图分类号：

O65 [分析化学];

学科分类号：

070302 ; 081704 ;

摘要：

In this paper a geographic origin classification of honey samples from Argentina was proposed. For this reason, a conventional flow-batch system with a simple webcam to capture digital images was employed. In this methodology, analytical information is generated from color histograms obtained from the digital images employing different color models (RGB (red-green-blue), HSB (hue-saturation-brightness) and Grayscale). Three chemometric tools were employed for geographic origin classification (SPA-LDA (successive projections algorithm-linear discriminant analysis), SIMCA (soft independent modeling for class analogy), and PLS-DA (partial least squares-discriminant analysis)). The proposed method is a good option to be used in quality control laboratories for the classification of honey samples according to their geographical origin. (C) 2013 Elsevier B.V. All rights reserved.

引用

页码：104 / 108

页数：5

共 27 条

[1] A digital image-based flow-batch analyzer for determining Al(III) and Cr(VI) in water [J].

Andrade, Stefani Jury E. ;

Lima, Marcelo B. ;

Barreto, Inaka S. ;

Lyra, Wellington S. ;

Almeida, Luciano F. ;

Araujo, Mario C. U. ;

Silva, Edvan C. .

MICROCHEMICAL JOURNAL, 2013, 109 :106-111

[2] Determination of volatile organic compound patterns characteristic of five unifloral honey by solid-phase microextraction-gas chromatography-mass spectrometry coupled to chemometrics [J].

Baroni, Maria Veronica ;

Nores, Maria Laura ;

Del Pilar Diaz, Maria ;

Chiabrando, Gustavo Alberto ;

Fassano, Juan Pablo ;

Costa, Cristina ;

Wunderlin, Daniel Alberto .

JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2006, 54 (19) :7235-7241

[3] Automatic flow-batch system for the sample treatment and determination of hydroxyproline in sausages [J].

Belloni, J. A. ;

Di Nezio, M. S. ;

Pistonesi, M. F. ;

Centurion, M. E. .

TALANTA, 2012, 89 :526-530

[4]

Bogdanov S., 2004, Apidologie, V35, pS4

[5] The successive projections algorithm [J].

Carreiro Soares, Sofacles Figueredo ;

Gomes, Adriano A. ;

Galvao Filho, Arlindo Rodrigues ;

Ugulino Araujo, Mario Cesar ;

Harrop Galvao, Roberto Kawakami .

TRAC-TRENDS IN ANALYTICAL CHEMISTRY, 2013, 42 :84-98

[6] Comparison of free amino acids profile in honey from three Argentinian regions [J].

Cometto, PM ;

Faye, PF ;

Naranjo, RDD ;

Rubio, MA ;

Aldao, MAJ .

JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2003, 51 (17) :5079-5087

[7] Classification of the floral origin of Uruguayan honeys by chemical and physical characteristics combined with chemometrics [J].

Corbella, E ;

Cozzolino, D .

LWT-FOOD SCIENCE AND TECHNOLOGY, 2006, 39 (05) :534-539

[8] Characterization of Spanish honeys with protected designation of origin "Miel de Granada" according to their mineral content [J].

de Alda-Garcilope, C. ;

Gallego-Pico, A. ;

Bravo-Yaguee, J. C. ;

Garcinuno-Martinez, R. M. ;

Fernandez-Hernando, P. .

FOOD CHEMISTRY, 2012, 135 (03) :1785-1788

[9] Using a simple digital camera and SPA-LDA modeling to screen teas [J].

Diniz, Paulo H. G. D. ;

Dantas, Hebertty V. ;

Melo, Karla D. T. ;

Barbosa, Mayara F. ;

Harding, David P. ;

Nascimento, Elaine C. L. ;

Pistonesi, Marcelo F. ;

Band, Beatriz S. F. ;

Araujo, Mario C. U. .

ANALYTICAL METHODS, 2012, 4 (09) :2648-2652

[10] Automatic Flow-Batch System for Cold Vapor Atomic Absorption Spectroscopy Determination of Mercury in Honey from Argentina Using Online Sample Treatment [J].

Dominguez, Marina A. ;

Gruenhut, Marcos ;

Pistonesi, Marcelo F. ;

Di Nezio, Maria S. ;

Centurion, Maria E. .

JOURNAL OF AGRICULTURAL AND FOOD CHEMISTRY, 2012, 60 (19) :4812-4817

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