A high-resolution water quality model coupled sediment and suspended sediment module

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC
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Abstract

Water environment numerical models considering detailed hydrodynamic processes are effective tools to better understand the pollutant transport and transformation mechanisms and the influences of sediment and suspended sediment on pollutants in rivers in complex terrain. However, these models can hardly achieve simultaneous high-efficiency and high-accuracy simulation of large-area rivers in complex terrain. Therefore, a high-resolution water quality model was developed coupled with a sediment and suspended sediment module (GAST). The Compute Unified Device Architecture (CUDA) parallel computing architecture and robust model algorithms were used, and the model performance and functionality were improved. This model was based on detailed physical processes, while water environment parameter spatial heterogeneity also was considered. A simulation function of multiphase pollutant transport and mutual transformation was established by solving the pollution adsorption kinetic equation applicable to high-resolution terrain. The transport and mutual transformation processes of multiphase pollutants in still water and steady uniform flow were verified by considering the Nash–Sutcliffe efficiency (NSE) coefficient which exceeded 0.99. The validated high-resolution water quality model was applied to simulate a river network water environment in a sulfurous iron ore area, and the numerical results for the sulfate ion concentration spatial distribution and pollution sources of sulfate ions in the sediment and water phases were explored. The results show that the concentration of sulfate ions in the Xiaowenyu River varies between 120 and 180 mg/L. The contribution rates of the 5 tributaries with slag heaps in the lower reaches to the sulfate ion load in the Xiaowenyu River followed the order of Guojiagou (15.7%) > Baoquansi (14.6%) > Zhuyuangou (9.2%) > Qingshigou (2.8%) > Sunjiagou (1.4%). On an RTX30700d computer, only 0.55 h was needed to simulate the hydrodynamic and water quality evolution process involving 653,112 cells for a 6-h model setting. The model attained a high computational efficiency and high operation speed. This study provides a reliable tool for further study of river pollution mechanisms and river water environmental management.

Abstract Image

Abstract Image

高分辨率水质模型耦合沉积物和悬浮沉积物模块
考虑详细水动力过程的水环境数值模型是更好地理解复杂地形河流中污染物迁移和转化机理以及泥沙和悬浮泥沙对污染物影响的有效工具。然而,这些模型很难同时实现对复杂地形下大面积河流的高效率、高精度模拟。因此,我们开发了一种与泥沙和悬浮泥沙模块(GAST)相结合的高分辨率水质模型。采用计算统一设备架构(CUDA)并行计算架构和强大的模型算法,提高了模型的性能和功能。该模型基于详细的物理过程,同时还考虑了水环境参数的空间异质性。通过求解适用于高分辨率地形的污染吸附动力学方程,建立了多相污染物迁移和相互转化的模拟函数。通过考虑超过 0.99 的 Nash-Sutcliffe 效率(NSE)系数,验证了静水和稳定匀速流中多相污染物的迁移和相互转化过程。应用验证后的高分辨率水质模型模拟硫铁矿区河网水环境,探讨了泥沙和水体中硫酸根离子浓度空间分布和污染源的数值结果。结果表明,小汶峪河的硫酸根离子浓度在 120 至 180 mg/L 之间变化。下游有渣堆的 5 条支流对小温榆河硫酸根离子负荷的贡献率依次为郭家沟(15.7%)>宝泉寺(14.6%)>竹园沟(9.2%)>青石沟(2.8%)>孙家沟(1.4%)。在 RTX30700d 计算机上,以 6 小时为模型设定时间,模拟 653 112 个单元的水动力和水质演变过程仅需 0.55 小时。该模型具有较高的计算效率和运行速度。这项研究为进一步研究河流污染机理和河流水环境管理提供了可靠的工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.20
自引率
4.30%
发文量
567
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