Concentrations of tire wear microplastics and other traffic-derived non-exhaust particles in the road environment

被引:98
作者
Jarlskog, Ida [1 ,2 ]
Jaramillo-Vogel, David [3 ]
Rausch, Juanita [3 ]
Gustafsson, Mats [1 ]
Stromvall, Ann-Margret [4 ]
Andersson-Skold, Yvonne [1 ,2 ]
机构
[1] Swedish Natl Rd & Transport Res Inst VTI, SE-58195 Linkoping, Sweden
[2] Chalmers Univ Technol, Dept Architecture & Civil Engn, Geol & Geotech, SE-41296 Gothenburg, Sweden
[3] Particle Vis GmbH, Passage Cardinal 13b, CH-1700 Fribourg, Switzerland
[4] Chalmers Univ Technol, Dept Architecture & Civil Engn, Water Environm Technol, SE-41296 Gothenburg, Sweden
基金
瑞典研究理事会;
关键词
Microplastics; TRWP; SEM; EDX; Machine learning; Metal particles; Bitumen particles; Road markings; PARTICULATE MATTER; SIZE DISTRIBUTION; DUST EMISSIONS; URBAN; DEPOSITION; QUALITY; RUNOFF; SITES; AREA;
D O I
10.1016/j.envint.2022.107618
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Tire wear particles (TWP) are assumed to be one of the major sources of microplastic pollution to the envi-ronment. However, many of the previously published studies are based on theoretical estimations rather than field measurements. To increase the knowledge regarding actual environmental concentrations, samples were collected and analyzed from different matrices in a rural highway environment to characterize and quantify TWP and other traffic-derived non-exhaust particles. The sampled matrices included road dust (from kerb and in-between wheeltracks), runoff (water and sediment), and air. In addition, airborne deposition was determined in a transect with increasing distance from the road. Two sieved size fractions (2-20 mu m and 20-125 mu m) were analyzed by automated Scanning Electron Microscopy/Energy Dispersive X-ray spectroscopy (SEM/EDX) single particle analysis and classified with a machine learning algorithm into the following subclasses: TWP, bitumen wear particles (BiWP), road markings, reflecting glass beads, metals, minerals, and biogenic/organic particles. The relative particle number concentrations (%) showed that the runoff contained the highest proportion of TWP (up to 38 %). The share of TWP in kerb samples tended to be higher than BiWP. However, a seasonal increase of BiWP was observed in coarse (20-125 mu m) kerb samples during winter, most likely reflecting studded tire use. The concentration of the particle subclasses within airborne PM80-1 decreases with increasing distance from the road, evidencing road traffic as the main emission source. The results confirm that road dust and the surrounding environment contain traffic-derived microplastics in both size fractions. The finer fraction (2-20 mu m) dominated (by mass, volume, and number) in all sample matrices. These particles have a high potential to be transported in water and air far away from the source and can contribute to the inhalable particle fraction (PM10) in air. This highlights the importance of including also finer particle fractions in future investigations.
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页数:15
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