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

Talanta 2023 26 citations ? Citation count from OpenAlex, updated daily. May differ slightly from the publisher's own count. Score: 45 ? 0–100 AI score estimating relevance to the microplastics field. Papers below 30 are filtered from public browse.
Yunlong Luo, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Cheng Fang, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Ravi Naidu Yunlong Luo, Yunlong Luo, Ravi Naidu Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Ravi Naidu Ravi Naidu Yunlong Luo, Yunlong Luo, Yunlong Luo, Yunlong Luo, Cheng Fang, Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Cheng Fang, Ravi Naidu Yunlong Luo, Cheng Fang, Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Yunlong Luo, Yunlong Luo, Ravi Naidu Ravi Naidu Cheng Fang, Cheng Fang, Ravi Naidu Ravi Naidu Ravi Naidu Cheng Fang, Ravi Naidu Ravi Naidu Cheng Fang, Ravi Naidu Cheng Fang, Cheng Fang, Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Cheng Fang, Ravi Naidu Ravi Naidu Cheng Fang, Cheng Fang, Ravi Naidu Ravi Naidu Cheng Fang, Ravi Naidu Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Cheng Fang, Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Ravi Naidu Cheng Fang, Ravi Naidu Ravi Naidu Ravi Naidu Cheng Fang, Ravi Naidu Ravi Naidu Cheng Fang, Ravi Naidu Cheng Fang, Yunlong Luo, Cheng Fang, Cheng Fang, Cheng Fang, Yunlong Luo, Ravi Naidu Cheng Fang, Ravi Naidu Cheng Fang, Ravi Naidu Ravi Naidu

Summary

Researchers used confocal Raman imaging with Gaussian surface fitting to achieve super-resolution visualization of micro- and nanoplastics beyond the optical diffraction limit, enabling identification and imaging of nanoplastic particles smaller than conventional Raman microscopy can resolve.

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.

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