Modeling the transport and mixing of suspended sediment in ecological flows with submerged vegetation: A random displacement model-based analysis

IF 5.9 1区 地球科学 Q1 ENGINEERING, CIVIL
Jiao Zhang, Penghao Wang, Zhanbin Li, Peng Li, Guoce Xu, Kunxia Yu, Wen Wang, Mengjing Guo
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Abstract

Aquatic vegetation in rivers influences the flow structure, impacting the sediment transport in the river and further changing the ecosystem and geomorphologic evolution of the river. In this paper, an improved random displacement model (RDM) is proposed to investigate the concentration of suspended sediment (CSS) in flows with flexible submerged vegetation. Considering the effect of sediment resuspension on sediment transport, a probability model of sediment resuspension is embedded into the RDM so that the simulation process is more consistent with the natural cases. For the streamwise development of flow with flexible submerged vegetation, the flow is divided into a flow adjustment region and a fully developed region in the longitudinal direction. The vertical distributions of the flow velocity and turbulence diffusion coefficient were analyzed in these two regions, and they were incorporated into the RDM to simulate the along-flow development of the CSS. The simulated concentrations were compared with the experimental data. The mean relative errors (MREs) were below 15%, the root mean square errors (RMSEs) were below 0.20, and the Nash–Sutcliffe efficiencies (NSEs) ranged from 0.71 to 0.99, indicating that the improved RDM is plausible and reliable. In addition, the along-flow distribution of the sediment transport rate (STR) was analyzed. The rate exhibited a decreasing trend during the flow adjustment region and tended to stabilize during the fully developed region. This study provides a new way of thinking for research on sediment transport in rivers with aquatic vegetation, which is of great significance for achieving the sustainable development of river ecosystems and the optimal design of river channels.
模拟有沉水植被的生态流中悬浮泥沙的迁移和混合:基于随机位移模型的分析
河流中的水生植被会影响水流结构,影响河流中的泥沙输移,进一步改变河流的生态系统和地貌演变。本文提出了一种改进的随机位移模型(RDM),用于研究具有柔性沉水植被的水流中悬浮泥沙(CSS)的浓度。考虑到泥沙再悬浮对泥沙输运的影响,在 RDM 中嵌入了泥沙再悬浮概率模型,使模拟过程更符合自然情况。对于具有柔性沉水植被的水流流向发展,在纵向上将水流分为水流调整区和充分发展区。分析了这两个区域的流速和湍流扩散系数的垂直分布,并将其纳入 RDM,以模拟 CSS 的沿流发展。模拟浓度与实验数据进行了比较。平均相对误差(MREs)低于 15%,均方根误差(RMSEs)低于 0.20,纳什-苏特克利夫效率(NSEs)在 0.71 至 0.99 之间,表明改进后的 RDM 是可信和可靠的。此外,还分析了泥沙输运率(STR)的沿流分布。结果表明,泥沙运移率在水流调节区呈下降趋势,在完全发育区趋于稳定。该研究为有水生植被的河流泥沙输移研究提供了新思路,对实现河流生态系统的可持续发展和河道的优化设计具有重要意义。
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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