Analytical methods : advancing methods and applications
High-throughput spectral imaging combined with convolutional neural networks for simultaneous quantitative analysis of mixed anionic surfactants in aqueous environments.
Haoyu Wang, Jingzheng Lei, Qiannan Duan, Yiheng Qin, Yonghui Bai, Jianchao Lee
Published: 202510.1039/d5ay01443c
Abstract
Anionic surfactants like sodium dodecyl sulfate (SDS) and sodium dodecylbenzene sulfonate (SDBS) are widely used but pose risks to aquatic ecosystems and human health when over-discharged, making accurate and efficient monitoring critical for environ…
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