Madejski Gregory R, Ahmad S Danial, Musgrave Jonathan, Flax Jonathan, Madejski Joseph G, Rowley David A, DeLouise Lisa A, Berger Andrew J, Knox Wayne H, McGrath James L
306 Goergen Hall, Biomedical Engineering, University of Rochester, Rochester, NY 14627, USA.
508 Goergen Hall, The Institute of Optics, University of Rochester, Rochester, NY 14627, USA.
Sustainability. 2020 Dec 2;12(24). doi: 10.3390/su122410655. Epub 2020 Dec 20.
To better understand the origin of microplastics in municipal drinking water, we evaluated 50 mL water samples from different stages of the City of Rochester's drinking water production and transport route, from Hemlock Lake to the University of Rochester. We directly filtered samples using silicon nitride nanomembrane filters with precisely patterned slit-shaped pores, capturing many of the smallest particulates (<20 μm) that could be absorbed by the human body. We employed machine learning algorithms to quantify the shapes and quantity of debris at different stages of the water transport process, while automatically segregating out fibrous structures from particulate. Particulate concentrations ranged from 13 to 720 particles/mL at different stages of the water transport process and fibrous pollution ranged from 0.4 to 8.3 fibers/mL. A subset of the debris (0.2-8.6%) stained positively with Nile red dye which identifies them as hydrophobic polymers. Further spectroscopic analysis also indicated the presence of many non-plastic particulates, including rust, silicates, and calcium scale. While water leaving the Hemlock Lake facility is mostly devoid of debris, transport through many miles of piping results in the entrainment of a significant amount of debris, including plastics, although in-route reservoirs and end-stage filtration serve to reduce these concentrations.
为了更好地了解城市饮用水中微塑料的来源,我们评估了罗切斯特市饮用水生产和运输路线不同阶段的50毫升水样,从铁杉湖到罗切斯特大学。我们使用具有精确图案化狭缝形孔的氮化硅纳米膜过滤器直接过滤样品,捕获了许多可被人体吸收的最小颗粒(<20μm)。我们采用机器学习算法来量化水运输过程不同阶段碎片的形状和数量,同时自动从颗粒中分离出纤维结构。在水运输过程的不同阶段,颗粒浓度范围为13至720个颗粒/毫升,纤维污染范围为0.4至8.3根纤维/毫升。一部分碎片(0.2 - 8.6%)用尼罗红染料染色呈阳性,表明它们是疏水性聚合物。进一步的光谱分析还表明存在许多非塑料颗粒,包括铁锈、硅酸盐和水垢。虽然离开铁杉湖设施的水大多没有碎片,但经过许多英里的管道运输会夹带大量碎片,包括塑料,不过途中的水库和终端过滤有助于降低这些浓度。