利用ATR-FTIR光谱和化学计量学对卷烟纸进行法医分析。

IF 1.8
Nisha Rani, Chongtham Nimi, Rajinder Singh
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引用次数: 0

摘要

香烟本质上是会上瘾的,随着时间的推移,吸烟者会对某一特定品牌的香烟产生偏好。因此,识别和区分不同的品牌在法医调查中可能是重要的。它不仅可以在人身攻击和性攻击、盗窃、入室盗窃和抢劫案件中,而且可以在非法交易和走私非法和假冒香烟案件中作为确凿证据。每当一支香烟(无论是抽过的还是未抽过的)被作为证据收回时,小费纸总会出现,因为它是烟头的一部分。因此,在本研究中,用衰减全反射-傅立叶变换红外光谱与化学计量学相结合的方法对21个品牌的卷烟纸进行了分析,用于品牌识别和地理来源的确定。采用支持向量机方法进行品牌识别,样本识别的训练和验证准确率均为100%。外部验证也进行了正常的白色和棕色的纸已经区分与小费纸100%的准确性。另外,通过PLS-DA法确定了样品的地理来源,r平方值为0.998。将烟熏样本投影到已建立的SVM模型中,成功地将烟熏样本与未烟熏样本连接起来。到第1周,准确率达到100%;但1周后,准确率降至71.42%。本研究提出了一种以非破坏性和环保的方式分析香烟的替代方法,以突出和扩大香烟作为证据的潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Forensic analysis of cigarette tipping papers using ATR-FTIR spectroscopy and chemometrics.

Cigarettes are addictive in nature and smokers over time develop a preference toward smoking a particular brand. Therefore, identification and discrimination of different brands could be important during forensic investigations. It could serve as corroborative evidence not only in cases of physical and sexual assaults, theft, burglary, and dacoity but also in cases of illegal trading and smuggling of illicit and counterfeit cigarettes. Whenever a cigarette (smoked or unsmoked) is recovered as evidence, the tipping paper would always be present as it is a part of cigarette butts. Thus, in the present study, 21 brands of cigarette tipping paper have been analyzed by conjugating attenuated total reflectance - Fourier transform infrared spectroscopy with chemometrics for brand discrimination and determination of geographical origin. Brand discrimination was performed using the support vector machine method and samples were discriminated with 100% training and validation accuracy. External validation was also performed where normal white and brown papers have been differentiated from tipping paper with 100% accuracy. Additionally, the geographical origin of samples was determined through PLS-DA with an R-square value of 0.998. Smoked samples were successfully linked with the unsmoked sample when projected to the already-built SVM model. 100% accuracy was achieved till 1 week; however, the accuracy was reduced to 71.42% after 1 week. This study proposes an alternative approach for analyzing cigarettes in a nondestructive and eco-friendly manner to highlight and amplify the potential of cigarettes as evidence.

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