超微结构和红外成像技术在汽车油漆法医学检验中的应用

IF 2.3 4区 化学 Q1 SOCIAL WORK Journal of Chemometrics Pub Date : 2023-07-19 DOI:10.1002/cem.3509
Haoran Zhong, Elizabeth Donkor, Lisa Whitworth, Collin G. White, Kaushalya Sharma Dahal, Ayuba Fasasi, Thomas M. Hancewicz, Franklin Uba, Barry K. Lavine
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引用次数: 0

摘要

在之前发表的几项研究中,Lavine及其同事已经证明,通过使用傅里叶变换红外成像显微镜扫描横截面油漆芯片的每一层,可以在一次分析中收集完整多层汽车油漆芯片所有层的红外光谱。将交替最小二乘法应用于光谱数据,可以从光谱图像的线图中提取原始设备制造商油漆芯片的每一层的IR光谱。为了进一步发展这种用于汽车油漆分析的成像技术,横截面“小”油漆碎片的能力(1 mm或更小)已经被纳入我们当前的成像方法中。超微切片机不需要环氧树脂或其他嵌入介质用于油漆芯片,并将简化分析。然而,对于薄皮(小于一微米厚度),通过交替最小二乘法提取原始设备制造商油漆芯片的每一层的IR光谱可能是有问题的,因此需要使用目标测试因子分析来确定线图中是否存在特定层,并修改交替最小二乘法来恢复该层的IR频谱。使用一种新的样品制备技术和适当的多变量曲线分辨率方法,可以从比传统傅立叶变换红外光谱分析实用的更小的油漆碎片中获得现代汽车油漆系统各层的高质量红外光谱。
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Application of ultramicrotomy and infrared imaging to the forensic examination of automotive paint

In several previously published studies, Lavine and coworkers have demonstrated that infrared (IR) spectra from all layers of an intact multilayered automotive paint chip can be collected in a single analysis by scanning across each layer of a cross sectioned paint chip using a Fourier transform IR imaging microscope. Applying alternating least squares to the spectral data, the IR spectrum of each layer of an original equipment manufacturer paint chip can be extracted from a line map of the spectral image. To further develop this imaging technique for automotive paint analysis, the capability to cross section “small” paint chips (1 mm or less) using an ultramicrotome has been incorporated into our current imaging methodology. An ultramicrotome does not require epoxy or other embedding media for the paint chip and will simplify the analysis. However, extracting the IR spectra for each layer of an original equipment manufacturer paint chip by alternating least squares can be problematic for thin peels (less than one micron thickness), necessitating the use of target testing factor analysis to determine whether a specific layer is present in the line map and modified alternating least squares to recover the IR spectrum of the layer. Using a new sample preparation technique and the appropriate multivariate curve resolution methods, high quality IR spectra of the layers of a modern automotive paint system can be obtained from paint fragments that are smaller than what is practical to analyze by conventional Fourier transform IR spectroscopy.

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来源期刊
Journal of Chemometrics
Journal of Chemometrics 化学-分析化学
CiteScore
5.20
自引率
8.30%
发文量
78
审稿时长
2 months
期刊介绍: The Journal of Chemometrics is devoted to the rapid publication of original scientific papers, reviews and short communications on fundamental and applied aspects of chemometrics. It also provides a forum for the exchange of information on meetings and other news relevant to the growing community of scientists who are interested in chemometrics and its applications. Short, critical review papers are a particularly important feature of the journal, in view of the multidisciplinary readership at which it is aimed.
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