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Tracking hidden organic carbon in rocks using chemometrics and hyperspectral imaging

机译:使用化学计量学和高光谱成像跟踪岩石中隐藏的有机碳

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摘要

Finding traces of life or organic components of prebiotic interest in the rock record is an appealing goal for numerous fields in Earth and space sciences. However, this is often hampered by the scarceness and highly heterogeneous distribution of organic compounds within rocks. We assess here an innovative analytical strategy combining Synchrotron radiation-based Fourier-Transform Infrared microspectroscopy (S-FTIR) and multivariate analysis techniques to track and characterize organic compounds at the pore level in complex oceanic rocks. S-FTIR hyperspectral images are analysed individually or as multiple image combinations (multiset analysis) using Principal Component Analyses (PCA) and Multivariate Curve Resolution – Alternating Least Squares (MCR-ALS). This approach allows extracting simultaneously pure organic and mineral spectral signatures and determining their spatial distributions and relationships. MCR-ALS analysis provides resolved S-FTIR signatures of 8 pure mineral and organic components showing the close association at a micrometric scale of organic compounds and secondary clays formed during rock alteration and known to catalyse organic synthesis. These results highlights the potential of the serpentinizing oceanic lithosphere to generate and preserve organic compounds of abiotic origin, in favour of the hydrothermal theory for the origin of life.
机译:在岩石记录中寻找生命或益生元感兴趣的有机成分的痕迹是地球和空间科学众多领域吸引人的目标。但是,这通常由于岩石中有机化合物的稀缺性和高度不均匀的分布而受到阻碍。我们在此评估一种创新的分析策略,该策略结合了基于同步加速器辐射的傅立叶变换红外光谱(S-FTIR)和多元分析技术,可以在复杂的海洋岩石中跟踪和表征孔隙水平的有机化合物。使用主成分分析(PCA)和多变量曲线分辨率–交替最小二乘(MCR-ALS),可以单独或作为多个图像组合(多集分析)分析S-FTIR高光谱图像。这种方法允许同时提取纯有机和矿物光谱特征,并确定它们的空间分布和关系。 MCR-ALS分析提供了8种纯净矿物和有机成分的S-FTIR签名,显示了在岩石蚀变过程中形成的,可催化有机合成的有机化合物和次要粘土在微米尺度上的紧密联系。这些结果突出了蛇形化海洋岩石圈产生和保存非生物来源有机化合物的潜力,有利于生命起源的水热理论。

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