Rapid Identification of Beached Marine Plastics Pellets Using Laser-Induced Breakdown Spectroscopy: A Promising Tool for the Quantification of Coastal Pollution

被引:15
作者
Giugliano, Roberta [1 ]
Cocciaro, Bruno [2 ]
Poggialini, Francesco [2 ]
Legnaioli, Stefano [2 ]
Palleschi, Vincenzo [2 ]
Locritani, Marina [3 ]
Merlino, Silvia [4 ]
机构
[1] UO Chim, SS Sez Genova Portualita, Vet Med Res Inst Piedmont Liguria & Aosta Valley, Piazza Borgo Pila 39 Int 24, I-16129 Genoa, Italy
[2] UOS Pisa, CNR, Consiglio Nazl Ric, Ist Chim Composti Organo Metall CNR ICCOM,Area Ri, Via G Moruzzi 1, I-56124 Pisa, Italy
[3] Ist Nazl Geofis & Vulcanol, Sez Roma 2, Via Vigna Murata 605, I-00143 Rome, Italy
[4] UOS Pozzuolo Lerici, Consiglio Nazl Ric, Ist Sci Marine CNR ISMAR, I-19032 Loc Pozzuolo Di Lerici, Lerici, Italy
关键词
marine litter; laser-induced breakdown spectroscopy; resin pellets; environmental pollution; metals contamination; PRINCIPAL COMPONENT ANALYSIS; RESIN PELLETS; ORGANIC CONTAMINANTS; NEURAL-NETWORKS; TRACE-METALS; POLYMERS; MICROPLASTICS; LIBS; PARTICLES; SPECTRA;
D O I
10.3390/s22186910
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The rapid identification of beached marine micro-plastics is essential for the determination of the source of pollution and for planning the most effective strategies for remediation. In this paper, we present the results obtained by applying the laser-induced breakdown spectroscopy (LIBS) technique on a large sample of different kinds of plastics that can be found in a marine environment. The use of chemometric analytical tools allowed a rapid classification of the pellets with an accuracy greater than 80%. The LIBS spectrum and statistical tests proved their worth to quickly identify polymers, and in particular, to distinguish C-O from C-C backbone pellets, and PE from PP ones. In addition, the PCA analysis revealed a correlation between appearance (surface pellets roughness) and color (yellowing), as reported by other recent studies. The preliminary results on the analysis of metals accumulated on the surface of the pellets are also reported. The implication of these results is discussed in view of the possibility of frequent monitoring of the marine plastic pollution on the seacoast.
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页数:13
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