Relationship between surface morphology and chemical composition of spheroidal carbonaceous particles within sediment core samples recovered from Osaka Bay, Japan

Spheroidal carbonaceous particles (SCPs) are produced by the high-temperature combustion of fossil fuels and are emitted to the atmosphere. Previous studies are divided regarding whether SCPs derived from the combustion of various fossil fuels can be identified based on their surface morphologies and chemical compositions. In this study, we examined the surface morphology and chemical composition of SCPs in sediment core samples collected from Osaka Bay, Japan, with the aim of evaluating the usefulness of SCPs morphology in identifying their origin. Scanning electron microscope (SEM) observations reveal three distinct surface morphologies: (1) smooth, (2) rough and irregular, and (3) convoluted and layered. According to a morphological classification scheme proposed previously, the former two morphologies correspond to coal-derived carbon particles, whereas the latter corresponds to oil-derived carbon particles. In terms of the chemical compositions of the particles with different morphologies, as analyzed by energy-dispersive spectroscopy, linear discriminant analysis reveals that the two fuel types can be distinguished. An overall success rate of >90% of reference of morphologically classified material correctly assigned to two groups that are chemically different each other, indicating a relationship between surface morphology and chemical composition. This result suggests that morphological characterization based on conventional SEM observations is useful in identifying the source fuel of SCPs.