Literature DB >> 28871797

Qualitative Analysis of Dairy and Powder Milk Using Laser-Induced Breakdown Spectroscopy (LIBS).

Bader A Alfarraj1, Herve K Sanghapi1, Chet R Bhatt1, Fang Y Yueh1,2, Jagdish P Singh1,2.   

Abstract

Laser-induced breakdown spectroscopy (LIBS) technique was used to compare various types of commercial milk products. Laser-induced breakdown spectroscopy spectra were investigated for the determination of the elemental composition of soy and rice milk powder, dairy milk, and lactose-free dairy milk. The analysis was performed using radiative transitions. Atomic emissions from Ca, K, Na, and Mg lines observed in LIBS spectra of dairy milk were compared. In addition, proteins and fat level in milks can be determined using molecular emissions such as CN bands. Ca concentrations were calculated to be 2.165 ± 0.203 g/L in 1% of dairy milk fat samples and 2.809 ± 0.172 g/L in 2% of dairy milk fat samples using the standard addition method (SAM) with LIBS spectra. Univariate and multivariate statistical analysis methods showed that the contents of major mineral elements were higher in lactose-free dairy milk than those in dairy milk. The principal component analysis (PCA) method was used to discriminate four milk samples depending on their mineral elements concentration. In addition, proteins and fat level in dairy milks were determined using molecular emissions such as CN band. We applied partial least squares regression (PLSR) and simple linear regression (SLR) models to predict levels of milk fat in dairy milk samples. The PLSR model was successfully used to predict levels of milk fat in dairy milk sample with the relative accuracy (RA%) less than 6.62% using CN (0,0) band.

Entities:  

Keywords:  LIBS; Laser-induced breakdown spectroscopy; PCA; PLSR; milk; multivariate analysis; partial least squares regression; principal component analysis; protein; univariate analysis

Mesh:

Year:  2017        PMID: 28871797     DOI: 10.1177/0003702817733264

Source DB:  PubMed          Journal:  Appl Spectrosc        ISSN: 0003-7028            Impact factor:   2.388


  2 in total

1.  Qualitative and semi-quantitative analysis of health-care pharmaceutical products using laser-induced breakdown spectroscopy.

Authors:  Sobia Nisar; Ghulam Dastgeer; Muhammad Shafiq; Muhammad Usman
Journal:  J Pharm Anal       Date:  2018-10-15

Review 2.  Traditional Calibration Methods in Atomic Spectrometry and New Calibration Strategies for Inductively Coupled Plasma Mass Spectrometry.

Authors:  Jake A Carter; Ariane I Barros; Joaquim A Nóbrega; George L Donati
Journal:  Front Chem       Date:  2018-11-13       Impact factor: 5.221

  2 in total

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