Institute of Environmental Sciences, Boğaziçi University, Bebek 34342 Istanbul, Turkey.
Institute of Environmental Sciences, Boğaziçi University, Bebek 34342 Istanbul, Turkey.
Water Res. 2024 Oct 15;264:122181. doi: 10.1016/j.watres.2024.122181. Epub 2024 Jul 30.
Microplastics have numerous different shapes, affecting the fate and transport of these particles in the environment. However, theoretical models generally assume microplastics to be spherical. This study aims to develop a modeling approach that incorporates the shapes of microplastics to investigate the vertical transport of microplastics in rivers and simulate the effect of particle and flow characteristics on settling and resuspension. To achieve these aims, a mechanistic model was developed utilizing the mass-balance and hydrodynamic equations. Scenario analysis was implemented assigning different values to model parameters, such as bed shear stress, shape factor and particle size to simulate the effect of flow patterns and particle properties. The model outcomes revealed that the residence time of microplastics in the water column was longest in medium bed shear stress, whilst it was shortest in low bed shear stress. This suggests that the influence of turbulence is not unidirectional; it can both increase and decrease microplastic concentrations and residence time in the water column. According to the scenario analysis, the settling flux of microplastics was the highest for near-spherical particles and increased with the size of the particles, as well as with increasing bed shear stress. However, the resuspension of particles was primarily influenced by increasing bed shear stress, but the ranking of resuspension flux values for different shaped and sized microplastics exhibited alterations with changing flow patterns. Turbulent conditions predominantly influenced the resuspension of near-spheres and large microplastics. On the contrary, the settling of fibers and small microplastics were significantly influenced by changing flow patterns, whereas near-spheres and largest particles were least affected. The model results were sensitive to changes in shape factor developed for this model, therefore this parameter should be improved in future studies.
微塑料具有多种不同的形状,影响这些颗粒在环境中的命运和迁移。然而,理论模型通常假设微塑料为球形。本研究旨在开发一种建模方法,该方法将微塑料的形状纳入其中,以研究微塑料在河流中的垂直迁移,并模拟颗粒和流动特性对沉降和再悬浮的影响。为了实现这些目标,利用质量平衡和水动力方程开发了一种机械模型。通过对模型参数(如床面剪切应力、形状因子和粒径)进行不同赋值的情景分析,模拟了流动模式和颗粒特性对沉降和再悬浮的影响。模型结果表明,在中等床面剪切应力下,微塑料在水柱中的停留时间最长,而在低床面剪切应力下最短。这表明,紊流的影响不是单向的;它既能增加又能减少水柱中微塑料的浓度和停留时间。根据情景分析,近球形颗粒的沉降通量最大,并且随着颗粒尺寸和床面剪切应力的增加而增加。然而,颗粒的再悬浮主要受床面剪切应力增加的影响,但不同形状和尺寸微塑料的再悬浮通量值的排序随着流动模式的变化而发生改变。紊流条件主要影响近球形和大微塑料的再悬浮。相反,纤维和小微塑料的沉降受流动模式变化的影响显著,而近球形和最大颗粒受影响最小。模型结果对为本模型开发的形状因子的变化敏感,因此该参数应在未来的研究中得到改进。