Literature DB >> 30638754

Classification of illicit liquors based on their geographic origin using Attenuated total reflectance (ATR) - Fourier transform infrared (FT-IR) spectroscopy and chemometrics.

Praveen Kumar Yadav1, Rakesh Mohan Sharma2.   

Abstract

In recent decades vibrational spectroscopy especially infrared (IR) spectroscopy has emerged as a fast, sensitive, and reliable technique in classifying alcoholic beverages based on geographic origin. However, Attenuated total reflectance (ATR) - Fourier transform infrared (FTIR) spectroscopy has not been used in many studies. In the present study, an attempt has been made to classify 75 samples of illicit liquor from different regions of India based on their geographical origin. The samples were scanned in the MIR range of 600-3000cm-1. It was observed that while using PCA 76% accuracy was obtained and while using LDA 93% accuracy was obtained. The samples of Delhi, Mansa, Patiala, Pathankot, and Fatehgarh Sahib show 100% classification with LDA whereas the samples from Ferozpur and Gurdaspur showed a 75% correct classification. These results point out toward the potential applicability of ATR-FTIR for the classification of alcoholic beverages based on the geographic origin.
Copyright © 2019 Elsevier B.V. All rights reserved.

Entities:  

Keywords:  ATR–FTIR; Geographic origin; Illicit liquor; Least discriminant analysis (LDA); Principal component analysis (PCA)

Year:  2019        PMID: 30638754     DOI: 10.1016/j.forsciint.2018.12.017

Source DB:  PubMed          Journal:  Forensic Sci Int        ISSN: 0379-0738            Impact factor:   2.395


  3 in total

1.  Detection and discrimination of seminal fluid using attenuated total reflectance Fourier transform infrared (ATR FT-IR) spectroscopy combined with chemometrics.

Authors:  Sweety Sharma; Rajinder Singh
Journal:  Int J Legal Med       Date:  2019-12-09       Impact factor: 2.686

2.  Detection of vaginal fluid stains on common substrates via ATR FT-IR spectroscopy.

Authors:  Sweety Sharma; Rajinder Singh
Journal:  Int J Legal Med       Date:  2020-06-15       Impact factor: 2.686

Review 3.  Recent advances in NMR-based metabolomics of alcoholic beverages.

Authors:  Maria Krizel Anne G Tabago; Mariafe N Calingacion; Joel Garcia
Journal:  Food Chem (Oxf)       Date:  2020-12-30
  3 in total

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