Super-resolution imaging of micro- and nanoplastics using confocal Raman with Gaussian surface fitting and deconvolution

被引:12
作者
Fang, Cheng [1 ,2 ]
Luo, Yunlong [1 ]
Naidu, Ravi [1 ,2 ]
机构
[1] Univ Newcastle, Global Ctr Environm Remediat GCER, Callaghan, NSW 2308, Australia
[2] Univ Newcastle, Cooperat Res Ctr Contaminat Assessment & Remediat, Callaghan, NSW 2308, Australia
关键词
Raman imaging; Nanoplastics; Microplastics; Laser diffraction limit; Gaussian surface; Deconvolution; Image re-construction; MICROPLASTICS;
D O I
10.1016/j.talanta.2023.124886
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Confocal Raman imaging can directly identify and visualise microplastics and even nanoplastics. However, due to diffraction, the excitation laser spot has a size, which defines the image resolution. Consequently, it is difficult to image nanoplastic that is smaller than the diffraction limit. Within the laser spot, fortunately, the excitation energy density behaves an axially transcended distribution, or a 2D Gaussian distribution. By mapping the emission intensity of Raman signal, the imaged nanoplastic pattern is axially transcended as well and can be fitted as a 2D Gaussian surface via deconvolution, to re-construct the Raman image. The image re-construction can intentionally and selectively pick up the weak signal of nanoplastics, average the background noise/the variation of the Raman intensity, smoothen the image surface and re-focus the mapped pattern towards signal enhancement. Using this approach, along with nanoplastics models with known size for validation, real samples are also tested to image microplastics and nanoplastics released from the bushfire-burned face masks and water tanks. Even the bushfire-deviated surface group can be visualised as well, to monitor the different degrees of burning by visualising micro-and nanoplastics. Overall, this approach can effectively image regular shape of micro-and nanoplastics, capture nanoplastics smaller than the diffraction limit, and realise super-resolution imaging via confocal Raman.
引用
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页数:10
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