Literature DB >> 27211642

Determining the geographical origin of Sechium edule fruits by multielement analysis and advanced chemometric techniques.

Melisa J Hidalgo1, Diana C Fechner1, Eduardo J Marchevsky2, Roberto G Pellerano3.   

Abstract

This paper describes the determination and evaluation of the major and trace element composition (Al, As, Ba, Ca, Cd, Co, Cu, Fe, K, Mg, Mn, Na, Pb, Sr and Zn) of Sechium edule (Jacq) Swartz fruits collected from four different places of production in Corrientes province, Argentina. Element concentrations were determined by using inductively coupled plasma optical emission spectrometry (ICP OES) after microwave digestion. The accuracy was confirmed with standard reference material of spinach leaves (NIST, 1570a) and spiking tests. Principal component analysis (PCA), linear discriminant analysis (LDA), k-nearest neighbors (kNN), partial least square-discriminant analysis (PLS-DA) and support vector machine (SVM) were applied to the results for discriminating the geographical origin of S. edule fruits. Finally, the LDA method was found to perform best with up to 90% accuracy rate based on the following elements: Ca, Ba, Cu, Mn, Na, Sr, and Zn.
Copyright © 2016 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Classification; ICP OES; Mineral composition; Multivariate analysis

Mesh:

Substances:

Year:  2016        PMID: 27211642     DOI: 10.1016/j.foodchem.2016.04.120

Source DB:  PubMed          Journal:  Food Chem        ISSN: 0308-8146            Impact factor:   7.514


  5 in total

1.  Intra-regional classification of Codonopsis Radix produced in Gansu province (China) by multi-elemental analysis and chemometric tools.

Authors:  Ruibin Bai; Yanping Wang; Jingmin Fan; Jingjing Zhang; Wen Li; Yan Zhang; Fangdi Hu
Journal:  Sci Rep       Date:  2022-05-20       Impact factor: 4.996

2.  Tracing the Origins of Blueberries by Their Mineral Element Contents and 87Sr/86Sr Ratios.

Authors:  Qihang Li; Chaofeng Li; Shengyang Xiao; Heng Wang; Cheng Chen; Xiao Wei; Xuefeng Wen
Journal:  Biol Trace Elem Res       Date:  2021-04-06       Impact factor: 3.738

Review 3.  Comparison of Chemometric Problems in Food Analysis Using Non-Linear Methods.

Authors:  Werickson Fortunato de Carvalho Rocha; Charles Bezerra do Prado; Niksa Blonder
Journal:  Molecules       Date:  2020-07-02       Impact factor: 4.411

4.  Traceability of the geographical origin of Siraitia grosvenorii based on multielement contents coupled with chemometric techniques.

Authors:  Xiao-Ping Huang; Lei Lei; Shun-Xin Lei; Wei-Wei Zhu; Jun Yan
Journal:  Sci Rep       Date:  2021-10-27       Impact factor: 4.379

5.  Multielemental Analysis Associated with Chemometric Techniques for Geographical Origin Discrimination of Tea Leaves (Camelia sinensis) in Guizhou Province, SW China.

Authors:  Jian Zhang; Ruidong Yang; Rong Chen; Yuncong C Li; Yishu Peng; Chunlin Liu
Journal:  Molecules       Date:  2018-11-18       Impact factor: 4.411

  5 in total

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