Literature DB >> 27979267

Development of new NIR-spectroscopy method combined with multivariate analysis for detection of adulteration in camel milk with goat milk.

Fazal Mabood1, Farah Jabeen2, Manzor Ahmed3, Javid Hussain4, Saaida A A Al Mashaykhi4, Zainb M A Al Rubaiey4, Saim Farooq4, Ricard Boqué5, Liaqat Ali6, Zahid Hussain7, Ahmed Al-Harrasi6, Abdul Latif Khan6, Zakira Naureen4, Mohammed Idrees8, Suryyia Manzoor9.   

Abstract

New NIR spectroscopy combined with multivariate analysis for detection and quantification of camel milk adulteration with goat milk was investigated. Camel milk samples were collected from Aldhahira and Sharqia regions of Sultanate of Oman and were measured using NIR spectroscopy in absorption mode in the wavelength range from 700 to 2500nm, at 2cm-1 resolution and using a 0.2mm path length CaF2 sealed cell. The multivariate methods like PCA, PLS-DA and PLS regression were used for interpretation of NIR spectral data. PLS-DA was used to detect the discrimination between the pure and adulterated milk samples. For PLSDA model the R-square value obtained was 0.974 with 0.08 RMSE. Furthermore, PLS regression model was used to quantify the levels of adulteration from, 0%, 2%, 5%, 10%, 15% and 20%. The PLS model showed the RMSEC=1.10% with R2=94%. This method is simple, reproducible, having excellent sensitivity. The limit of detection was found 0.5%, while the limit of quantification was 2%.
Copyright © 2016 Elsevier Ltd. All rights reserved.

Entities:  

Keywords:  Camel milk adulteration; NIR-spectroscopy; PCA; PLS regression; PLS-DA

Mesh:

Year:  2016        PMID: 27979267     DOI: 10.1016/j.foodchem.2016.11.109

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


  5 in total

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Authors:  Kanwal Aziz; Zubair Farooq; Muhammad Tariq; Arsalan Haseeb Zaidi
Journal:  Folia Microbiol (Praha)       Date:  2021-02-10       Impact factor: 2.099

2.  Mid-infrared (MIR) spectroscopy for the detection of cow's milk in buffalo milk.

Authors:  Anna Antonella Spina; Carlotta Ceniti; Cristian Piras; Bruno Tilocca; Domenico Britti; Valeria Maria Morittu
Journal:  J Anim Sci Technol       Date:  2022-05-31

3.  Endogenous phytohormones of frankincense producing Boswellia sacra tree populations.

Authors:  Abdul Latif Khan; Fazal Mabood; Fazal Akber; Amjad Ali; Raheem Shahzad; Ahmed Al-Harrasi; Ahmed Al-Rawahi; Zabta Khan Shinwari; In-Jung Lee
Journal:  PLoS One       Date:  2018-12-19       Impact factor: 3.240

Review 4.  Spectroscopic techniques for authentication of animal origin foods.

Authors:  Vandana Chaudhary; Priyanka Kajla; Aastha Dewan; R Pandiselvam; Claudia Terezia Socol; Cristina Maria Maerescu
Journal:  Front Nutr       Date:  2022-09-20

5.  Non-destructive geographical traceability of sea cucumber (Apostichopus japonicus) using near infrared spectroscopy combined with chemometric methods.

Authors:  Xiuhan Guo; Rui Cai; Shisheng Wang; Bo Tang; Yueqing Li; Weijie Zhao
Journal:  R Soc Open Sci       Date:  2018-01-17       Impact factor: 2.963

  5 in total

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