Impact of coagulation characteristics on the aggregation of microplastics in upper-ocean turbulence

IF 4 2区 环境科学与生态学 Q1 WATER RESOURCES
F. Pizzi , M. Rahmani , C. Romera-Castillo , F. Peters , J. Grau , F. Capuano , L. Jofre
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Abstract

The dynamics and aggregation of microplastics in marine environments are investigated through high-fidelity direct numerical simulations with Lagrangian point-particle tracking. The properties of microplastics and biogenic particles, including size, density, and concentration, align with scenarios typical of seawater systems. The stickiness nature of microplastics, induced by biofilm formation (biofouling), is modeled through coagulation efficiency (stickiness parameter), which represents the probability of aggregation following a collision event. Two main aspects are at the core of the present work: analyzing the mechanisms of collision and coalescence between microplastics and biogenic particles, along with their spatial distribution, and characterizing the emerging aggregates. The results indicate that particles stickiness, concentration and (especially) size impact on the collision and coalescence rates. Furthermore, microplastics exhibit a strong tendency to accumulate near biogenic particles, leading to the creation of hetero-aggregates whose tendency to sink supports the general hypothesis of “missing microplastics”. Particularly, in cases where microplastics and biogenic particles are evenly concentrated, microplastics primarily contribute to the formation of aggregates. The stickiness mainly determines the most complex and large aggregates, which are less than 1% of the total.

凝结特性对上层海洋湍流中微塑料聚集的影响
通过拉格朗日点粒子跟踪进行高保真直接数值模拟,研究了海洋环境中微塑料的动态和聚集情况。微塑料和生物颗粒的特性,包括大小、密度和浓度,与海水系统的典型情况一致。微塑料的粘性是由生物膜形成(生物污损)引起的,通过凝结效率(粘性参数)进行建模,该参数代表碰撞事件后的聚集概率。本研究工作的核心主要有两个方面:分析微塑料与生物颗粒之间的碰撞和凝聚机制及其空间分布,以及新出现的聚集体的特征。研究结果表明,颗粒的粘性、浓度和(尤其是)大小会影响碰撞和凝聚率。此外,微塑料还表现出在生物颗粒附近聚集的强烈倾向,这导致了异质聚集体的产生,而异质聚集体的下沉倾向支持了 "微塑料失踪 "的一般假设。特别是在微塑料和生物颗粒均匀聚集的情况下,微塑料主要促成了聚集体的形成。粘性主要决定了最复杂和最大的聚集体,而这些聚集体不到总量的 1%。
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来源期刊
Advances in Water Resources
Advances in Water Resources 环境科学-水资源
CiteScore
9.40
自引率
6.40%
发文量
171
审稿时长
36 days
期刊介绍: Advances in Water Resources provides a forum for the presentation of fundamental scientific advances in the understanding of water resources systems. The scope of Advances in Water Resources includes any combination of theoretical, computational, and experimental approaches used to advance fundamental understanding of surface or subsurface water resources systems or the interaction of these systems with the atmosphere, geosphere, biosphere, and human societies. Manuscripts involving case studies that do not attempt to reach broader conclusions, research on engineering design, applied hydraulics, or water quality and treatment, as well as applications of existing knowledge that do not advance fundamental understanding of hydrological processes, are not appropriate for Advances in Water Resources. Examples of appropriate topical areas that will be considered include the following: • Surface and subsurface hydrology • Hydrometeorology • Environmental fluid dynamics • Ecohydrology and ecohydrodynamics • Multiphase transport phenomena in porous media • Fluid flow and species transport and reaction processes
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