Distinguishing the sources of silica nanoparticles by dual isotopic fingerprinting and machine learning

Determining the source of nanoparticles is critical for nanotechnology risk assessment. Here, the authors develop an approach that, by taking into account the isotopic signatures of both Si and O, may be able to distinguish between natural and engineered SiO2 nanoparticles, and even those synthesize...

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Autores principales: Xuezhi Yang, Xian Liu, Aiqian Zhang, Dawei Lu, Gang Li, Qinghua Zhang, Qian Liu, Guibin Jiang
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2019
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Acceso en línea:https://doaj.org/article/ab1fa37fd61b4fb1bc2805de4387921d
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