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使用前面激发 - 排放矩阵光谱学结合多途化学测量的方法,对织织品进行防干扰和非破坏性识别
Zi-Wei Ding1, Hai-Long Wu1, Tong Wang1
1State Key Laboratory of Chemo/Biosensing and Chemometrics, College of Chemistry and Chemical Engineering, Hunan University, Changsha, 410082, China.
Talanta
|July 7, 2023
概括
法医织品织物识别使用前面刺激-发射矩阵 (FF-EEM) 光光谱和化学测量方法得到了增强. 这种非破坏性技术实现了100%的准确性,即使有污染物和干扰.
科学领域:
- 法医科学 法医科学 法医科学
- 分析化学 分析化学
- 材料科学 材料科学 材料科学
背景情况:
- 痕迹织品是法医调查中的关键证据.
- 污染和面料的视觉相似性给识别带来了挑战.
- 对于法医组织分析,需要非破坏性,无干扰的方法.
研究的目的:
- 开发一种使用光谱学和化学计量技术无干扰,非破坏性地识别织品的方法.
- 调查不同织物材料上常见的商业染料的识别.
- 在光干扰的存在下评估方法的有效性.
主要方法:
- 前面激发发射矩阵 (FF-EEM) 光光谱学.
- 多途径化学测量方法,包括部分最小平方差分分析 (PLS-DA) 和交替三线性分解 (ATLD).
- 开发用于染料识别的二进制分类模型.
主要成果:
- 实现了100%的分类准确度,用于识别棉花,烯酸和聚织物的染料.
- 使用ATLD算法成功分离和删除干扰.
- 基于重建的光谱的模型也证明了100%的准确性,即使有干扰.
结论:
- 结合FF-EEM光光谱与多途径化学测量,为法医织面料识别提供了强大的解决方案.
- 提出的方法是有效和准确的,即使存在污染物和光干扰.
- 这项技术在推进对痕迹织物证据的法医分析方面具有重大潜力.
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