Facultad de Estudios Superiores, Cuautitlán, Campo 1, Universidad Nacional Autónoma de México, Cuautitlán Izcalli, 54740 Edo, México, Mexico.
Anal Bioanal Chem. 2009 Dec;395(7):2335-47. doi: 10.1007/s00216-009-3151-8. Epub 2009 Sep 29.
The capability of single-reflection near-IR (NIR) spectroscopy to differentiate, characterize and monitor the fate of a set of hydrocarbons spilled in the marine environment was compared with that of multiple-reflection horizontal attenuated total reflection mid-IR (ATR-MIR) spectroscopy. Multivariate pattern recognition techniques [principal component analysis (PCA), multivariate polynomial regression, cluster analysis and potential curves] were applied to unravel the major trends of the weathering processes of four generic types of crude oils and two heavy fuel oils spilled under controlled conditions for almost 4 months. A chemical interpretation of the NIR spectra related the weathering processes and the PCA loadings, which had not already been done in the literature. Weathering for both light and heavy products was characterized by a contrast among the linear aliphatic structures (more volatile and easy to degrade) and the branched and aromatic structures (more recalcitrant). Potential curves were applied to model each product and determine objectively whether unknown samples could be classified correctly. Polynomial regression on the PCA scores was employed to evaluate the time elapsed from the oil spillage to its sampling; this represents a new approach to assess the age of a hydrocarbon lump. In general, NIR spectroscopy yielded good results when light crude oils were studied, whereas ATR-MIR spectroscopy led to satisfactory results for both light and heavy products.
单反射近红外(NIR)光谱法在区分、描述和监测一组在海洋环境中泄漏的碳氢化合物的命运方面的能力,与多次反射水平衰减全反射中红外(ATR-MIR)光谱法进行了比较。多元统计分析技术[主成分分析(PCA)、多元多项式回归、聚类分析和势曲线]被应用于揭示在近 4 个月的时间内,在控制条件下泄漏的四种通用类型的原油和两种重燃料油的风化过程的主要趋势。NIR 光谱的化学解释与风化过程和 PCA 载荷有关,这在文献中尚未进行过。无论是轻产品还是重产品的风化过程都表现出线性脂肪族结构(更易挥发和易降解)与支化和芳香族结构(更具抗降解性)之间的对比。势曲线被用于模拟每种产品,并客观地确定未知样品是否可以正确分类。PCA 得分的多项式回归用于评估从溢油到采样的时间间隔;这代表了评估碳氢化合物块年龄的一种新方法。一般来说,当研究轻质原油时,NIR 光谱法可以得到很好的结果,而 ATR-MIR 光谱法对于轻产品和重产品都可以得到满意的结果。