Journal of Hazardous Materials, Journal Year: 2024, Volume and Issue: 469, P. 133950 - 133950
Published: March 2, 2024
Language: Английский
Journal of Hazardous Materials, Journal Year: 2024, Volume and Issue: 469, P. 133950 - 133950
Published: March 2, 2024
Language: Английский
Chemical Engineering Journal, Journal Year: 2023, Volume and Issue: 459, P. 141568 - 141568
Published: Jan. 27, 2023
Language: Английский
Citations
129The Science of The Total Environment, Journal Year: 2022, Volume and Issue: 849, P. 157884 - 157884
Published: Aug. 6, 2022
Language: Английский
Citations
105Nature Communications, Journal Year: 2024, Volume and Issue: 15(1)
Published: May 28, 2024
Abstract Low-cost detection systems are needed for the identification of microplastics (MPs) in environmental samples. However, their rapid is hindered by need complex isolation and pre-treatment methods. This study describes a comprehensive sensing platform to identify MPs samples without requiring independent separation or protocols. It leverages physicochemical properties macroporous-mesoporous silver (Ag) substrates templated with self-assembled polymeric micelles concurrently separate analyze multiple MP targets using surface-enhanced Raman spectroscopy (SERS). The hydrophobic layer on Ag aids stabilizing nanostructures environment mitigates biofouling. To monitor demultiplex numerous overlapping patterns, we develop neural network (NN) algorithm called SpecATNet that employs self-attention mechanism resolve dependencies patterns SERS data six common types MPs: polystyrene, polyethylene, polymethylmethacrylate, polytetrafluoroethylene, nylon, polyethylene terephthalate. uses multi-label classification multi-component mixtures even presence various interference agents. combination self-attention-based NN technology holds potential enable field monitoring generating rich datasets machines can interpret analyze.
Language: Английский
Citations
28Water Air & Soil Pollution, Journal Year: 2025, Volume and Issue: 236(2)
Published: Jan. 7, 2025
Language: Английский
Citations
5Journal of Sea Research, Journal Year: 2023, Volume and Issue: 192, P. 102359 - 102359
Published: Feb. 4, 2023
The Mediterranean Sea is particularly endangered by microplastics (MPs), polymers, and additives. These contaminants can be ingested fishes and, hence, translocate into tissues. We aimed to quantify MPs, polyethylene terephthalate (PET), polycarbonate (PC), bisphenol A (BPA), p-phthalic acid (PTA) in the edible muscles of swordfish (Xiphias gladius) bluefin tuna (Thunnus thynnus) caught Sea. MPs were extracted from characterized stereomicroscopy Raman microspectroscopy, while polymers (PET PC) additives (BPA PTA) identified LC-MS/MS. number ranged 140 270 no. kg−1 160 tuna. most frequent MP polymer was polypropylene (33%) (34.7%), abundant pigments PB115, PB116, PBr101/102. similar level plastic contamination revealed these two fish species with differences shapes, colors, MPs.
Language: Английский
Citations
32Chemosphere, Journal Year: 2023, Volume and Issue: 331, P. 138795 - 138795
Published: April 26, 2023
Language: Английский
Citations
32Groundwater for Sustainable Development, Journal Year: 2023, Volume and Issue: 23, P. 100981 - 100981
Published: June 25, 2023
Language: Английский
Citations
31Chemosphere, Journal Year: 2023, Volume and Issue: 338, P. 139542 - 139542
Published: July 18, 2023
Language: Английский
Citations
31TrAC Trends in Analytical Chemistry, Journal Year: 2023, Volume and Issue: 170, P. 117392 - 117392
Published: Nov. 14, 2023
Language: Английский
Citations
28TrAC Trends in Analytical Chemistry, Journal Year: 2023, Volume and Issue: 166, P. 117188 - 117188
Published: July 11, 2023
Language: Английский
Citations
26