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Suspended sediment concentration within submerged vegetation canopies: An improved method 淹没植被冠层内悬浮沉积物浓度:一种改进的方法
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-09-29 DOI: 10.1016/j.ijsrc.2025.09.004
Shanghong Zhang , Hao Jia , Caihong Tang , Yujun Yi , Yinghao Zhang , Qipeng Mou
Aquatic vegetation plays a crucial role in regulating sediment transport and maintaining the stability of aquatic ecosystems. To investigate the turbulence structure and suspended sediment distribution under the influence of natural flexible submerged vegetation, this study selected Vallisneria natans (eelgrass), a representative flexible submerged plant, as the experimental material. Systematic measurements of flow structure and suspended sediment concentration (SSC) were conducted under submerged vegetation conditions. The experimental results demonstrated that the presence of flexible vegetation significantly altered the vertical distribution of flow velocity and turbulence characteristics. Under different vegetation densities, noticeable variations were observed in time-averaged velocity, lateral and vertical Reynolds stresses, and turbulent kinetic energy (TKE), with particularly pronounced changes in the near-bed and canopy regions. Compared to the bare bed condition, SSC in vegetated flows was significantly reduced, and the reduction became more evident with increasing vegetation density. To predict the SSC profiles under flexible vegetation conditions, the vertical distribution of the turbulent diffusion coefficient was calculated. Results showed that the coefficient exhibited a linear distribution within the canopy, reaching a maximum near the canopy top. Based on this distribution pattern, an improved Rouse equation applicable to submerged flexible vegetation conditions was proposed. The modified Rouse model was validated against measured SSC profiles under various vegetation densities and hydraulic conditions, demonstrating its ability to accurately predict the vertical distribution of suspended sediment. This study provides theoretical support for sediment transport modeling, hydrodynamic regulation, and ecological restoration in vegetated riverine and lacustrine environments. It also lays a foundation for advancing the understanding of the coupled interactions among flow, sediment, and vegetation.
水生植被在调节输沙和维持水生生态系统稳定方面起着至关重要的作用。为了研究天然柔性沉水植被影响下的湍流结构和悬沙分布,本研究选择了具有代表性的柔性沉水植物大叶藻(Vallisneria natans, eelgrass)作为实验材料。在淹没植被条件下,系统测量了河流结构和悬沙浓度。实验结果表明,柔性植被的存在显著改变了水流速度和湍流特性的垂直分布。在不同植被密度下,时间平均流速、横向和垂直雷诺兹应力、湍流动能(TKE)均有显著变化,其中近床区和冠层区变化尤为显著。与裸床条件相比,植被流中的SSC显著减少,且随着植被密度的增加减少更为明显。为了预测弹性植被条件下的SSC剖面,计算了湍流扩散系数的垂直分布。结果表明,该系数在冠层内呈线性分布,在冠层顶部附近达到最大值。在此基础上,提出了一种适用于水下柔性植被条件的改进的Rouse方程。修正后的Rouse模型在不同植被密度和水力条件下实测的SSC剖面上进行了验证,证明其能够准确预测悬沙的垂直分布。该研究为植被河湖环境的输沙模拟、水动力调控和生态恢复提供了理论支持。为进一步认识水流、泥沙和植被之间的耦合相互作用奠定了基础。
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引用次数: 0
Long-term succession of fish biodiversity in the Yellow River Estuary under the influence of water–sediment regime changes 水沙变化影响下黄河口鱼类生物多样性的长期演替
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-10-13 DOI: 10.1016/j.ijsrc.2025.10.001
Yiping Wang , Yongjun Lu , Huaixiang Liu , Yaohui Hu , Xinhou Zhang , Mingcheng Zhu , Yuhong Zeng
The estuarine reach of the Yellow River (YRE), located within the core zone of the Yellow River Delta Reserve, serves as a critical zone where the conservation and restoration of fish biodiversity constitute essential elements for achieving high-quality development in the Yellow River Basin. However, the fish population in this area is subject to multiple disturbances (especially water‒sediment regime changes), and because of the year-round fishing ban, relevant data are lacking. By integrating historical fish species records with water‒sediment phases classified via Bayesian mutation analysis and key drivers identified via principal component analysis, this study elucidates the reasons for the evolution of fish biodiversity. The results revealed mutation points of the annual runoff (2001) and sediment load (2004) in the YRE during 1950–2023, with a marked declining trend preceding these shifts (P < 0.05), accompanied by fluctuations in fish taxonomic diversity and obvious changes in the dominant fish ecological types. Moreover, the key water–sediment factors influencing fish biodiversity were associated primarily with fish reproduction and migration during the investigation periods, including the proportion of monthly mean discharge relative to the natural baseline phase, minimum daily ecological flow guarantee rate, and annual flow cessation days in zero-flow years. We emphasize that these findings are based on empirical observations from implemented water regulations, but the causal relationship requires rigorous testing via process-based models or controlled experimental studies. Nevertheless, this study still provides the necessary empirical data and initial hypotheses for subsequent research, which can serve as a reference for optimizing protection measures for the YRE.
黄河河口段位于黄河三角洲自然保护区核心区,是黄河流域鱼类生物多样性保护与恢复的关键区域,是实现黄河流域高质量发展的重要组成部分。然而,该地区的鱼类种群受到多种干扰(特别是水-沉积物制度的变化),而且由于全年禁止捕鱼,缺乏有关数据。通过贝叶斯突变分析和主成分分析,将历史鱼类物种记录与水-沉积物阶段相结合,阐明了鱼类生物多样性进化的原因。结果表明,1950 ~ 2023年长江流域年径流量(2001年)和输沙量(2004年)出现突变点,在突变点发生前呈现明显的下降趋势(P < 0.05),鱼类分类多样性出现波动,优势鱼类生态类型变化明显。此外,影响鱼类生物多样性的关键水沙因子主要与鱼类的繁殖和洄游有关,包括月平均流量相对于自然基线期的比例、最小日生态流量保证率和零流量年的年流量停止天数。我们强调,这些发现是基于对实施的水法规的经验观察,但因果关系需要通过基于过程的模型或对照实验研究进行严格的检验。尽管如此,本研究仍为后续研究提供了必要的经验数据和初步假设,可为优化长江流域保护措施提供参考。
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引用次数: 0
Short-term effects of polyacrylamide application on soil detachment capacity in rills of deforested hillslopes: A flume experiment 应用聚丙烯酰胺对毁林坡地小沟土壤剥离能力的短期影响:水槽试验
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-08-05 DOI: 10.1016/j.ijsrc.2025.07.013
Misagh Parhizkar , Manuel Esteban Lucas-Borja , Nikolaos Tziolas , Pietro Denisi , Demetrio Antonio Zema
Very few studies have explored the effectiveness of polyacrylamide (PAM) application on soil in mitigating rill erosion, especially in deforested environments. This study has measured the soil detachment capacity (Dc) on samples of deforested soil (untreated or treated with PAM). Dc has been estimated by flume experiments under three bed slopes (6.9 %, 17.2 %, and 18.2 %) and five flow discharges (0.078, 0.096, 0.116, 0.138, and 0.154 L·s−1) together with three key soil properties (cation exchange capacity, mean weight diameter of soil aggregates, and organic matter content). Compared to the untreated soil, Dc has significantly (p < 0.05) decreased on average by 38 % after the PAM application, while the cation exchange capacity, stability of soil aggregates, and organic matter content have increased (p < 0.001) by 50 % to over 100 %. However, Dc is weakly correlated to the latter soil properties (r < 0.33, p < 0.05). A clear discrimination between treated and untreated sites has been revealed by a multivariate statistical analysis. The soil erodibility parameter (Kr) and critical shear stress (τc) in rills have also been estimated through linear regressions on Dc for use in erosion models. Dc can be accurately estimated by linear equations using the stream power as a predictor (R2 > 0.77). Overall, the study has demonstrated that PAM is an effective soil amendment that reduces soil detachment in rills of deforested hillslopes by about 40 %.
很少有研究探讨聚丙烯酰胺(PAM)在土壤中的应用对缓解细沟侵蚀的有效性,特别是在森林砍伐的环境中。本研究测量了森林砍伐土壤样品(未经处理或经PAM处理)的土壤剥离能力(Dc)。通过三种河床坡度(6.9%、17.2%和18.2%)和五种流量(0.078、0.096、0.116、0.138和0.154 L·s−1)下的水槽试验,结合土壤的三个关键性质(阳离子交换容量、土壤团聚体平均重径和有机质含量),估算了Dc。与未处理土壤相比,施用PAM后土壤Dc显著降低(p < 0.05),平均降低38%,而土壤阳离子交换量、团聚体稳定性和有机质含量提高(p < 0.001) 50%至100%以上。然而,Dc与后者土壤性质呈弱相关(r < 0.33, p < 0.05)。一项多变量统计分析揭示了治疗和未治疗部位之间的明显区别。在侵蚀模型中,还通过对Dc的线性回归估计了土壤可蚀性参数(Kr)和临界剪应力(τc)。直流电可以通过使用流功率作为预测因子的线性方程精确估计(R2 > 0.77)。总的来说,研究表明PAM是一种有效的土壤改良剂,可以减少森林砍伐山坡小沟中约40%的土壤脱离。
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引用次数: 0
Analysis of sediment resuspension in shallow lake under variable wind speed and water depth 变风速、变水深条件下浅湖沉积物再悬浮分析
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-07-03 DOI: 10.1016/j.ijsrc.2025.06.011
Wenguang Luo , Yan Pan , Jing Lu , Jinxiao Zhao
Understanding wind-induced sediment resuspension is essential for predicting turbidity dynamics and nutrient cycling in shallow lakes. This study investigates the spatial variability of sediment resuspension under different hydrodynamic conditions and quantifies the influence of wind-driven forces on sediment stability. A controlled laboratory experiment was conducted using a wind-generation system comprising 13 rows of fans positioned at varying distances and angles with respect to three distinct regions (A, B, and C). Turbidity variations exhibited a strong linear correlation with the dimensionless parameter (W2/H) (R2 = 0.85–0.92), where W represents wind frequency (Hz) and H denotes water depth (m). This parameter effectively captures resuspension sensitivity. Further analysis showed that W, which reflects the proximity to the wind source, integrates the effects of both wind angle and position. Using the 50 NTU water quality threshold, critical (W2/H) values were determined as 2787, 7176, and 16,771 for regions A, B, and C, respectively—corresponding to wind frequencies of 17 Hz, 27 Hz, and 41 Hz at a depth of 0.1 m. Accordingly, regions B and C require approximately 1.6 and 2.5 times more wind energy than region A to reach the same turbidity level. These findings establish a quantitative relationship between wind-driven turbulence and sediment transport, providing insight into the spatial heterogeneity of sediment stability. This research offers both theoretical and practical implications for water quality management, including optimizing artificial aeration, mitigating eutrophication, and improving sediment regulation strategies in shallow lake ecosystems.
了解风致沉积物再悬浮对于预测浅湖浊度动力学和养分循环至关重要。研究了不同水动力条件下泥沙再悬浮的空间变异性,量化了风沙对泥沙稳定性的影响。一个受控的实验室实验使用了一个风力发电系统,该系统由13排风扇组成,它们分别位于三个不同的区域(A、B和C),距离和角度各不相同。浑浊度变化与无量纲参数(W2/H)呈较强的线性相关(R2 = 0.85-0.92),其中W表示风频率(Hz), H表示水深(m)。该参数可有效捕获重悬浮的灵敏度。进一步分析表明,反映风源接近度的W综合了风角和位置的影响。利用50 NTU的水质阈值,确定了A、B和C地区的临界(W2/H)值分别为2787、7176和16,771,分别对应于0.1 m深度的17 Hz、27 Hz和41 Hz的风频率。因此,要达到相同的浊度水平,B区和C区需要的风能大约是A区的1.6倍和2.5倍。这些发现建立了风驱动湍流与沉积物输运之间的定量关系,为沉积物稳定性的空间异质性提供了见解。该研究对优化人工曝气、缓解富营养化、改善浅湖生态系统泥沙调节策略等水质管理具有理论和实践意义。
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引用次数: 0
Bed roughness effects on horseshoe vortex dynamics and soil erosion mechanisms in vegetated overland flows 地表粗糙度对植被坡面流马蹄形涡动力学和土壤侵蚀机制的影响
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-07-17 DOI: 10.1016/j.ijsrc.2025.07.004
Huilan Zhang , Fangzheng Gu , Shaoqin Xia , Feng Li , Ping Wang , Linghan Wang , Di Zhang , Yanchong Duan , Qigang Chen
Understanding how bed roughness modulates hydrodynamic processes around vegetation is critical for predicting soil erosion patterns in sloped landscapes. Through flume experiments with high-frequency particle image velocimetry (PIV), this study quantifies the interactions between bed roughness (ks = 0.009, 0.25, 0.75, 1.55) and horseshoe vortex (HV) dynamics under overland flow conditions (ReD = 2627–3815). Time-averaged flow field analysis, based on vorticity and swirl strength methods, revealed that increasing surface roughness disrupted the HV system by reducing the number of vortices, decreasing the vorticity and swirl strength of the primary HV, and shifting its position closer to the bed. Statistical analysis of the instantaneous velocity components showed the emergence of bimodal probability density functions (PDFs) and joint probability density functions (JPDFs) in the near-wall region upstream of the cylinder, representing the backflow and downflow events. As roughness increased, the bimodal region decreased in size and shifted further from the cylinder. Linear stochastic estimation (LSE) was used to characterize the underlying flow modes, indicating that the backflow event was associated with the backflow mode, while the downflow event was linked to the zero-flow mode. Notably, roughness elements enhanced flow stagnation (zero-flow mode dominance > 60 %), suggesting a potential mechanism for erosion mitigation. These findings provide quantitative linkages between micro-scale hydrodynamics and landscape-scale erosion processes, informing the design of vegetation-based erosion control strategies through targeted roughness manipulation.
了解河床粗糙度如何调节植被周围的水动力过程对于预测斜坡景观中的土壤侵蚀模式至关重要。通过高频粒子图像测速(PIV)水槽实验,量化了地表水流条件下(ReD = 2627-3815)河床粗糙度(ks = 0.009, 0.25, 0.75, 1.55)与马蹄涡(HV)动力学之间的相互作用。基于涡度和旋流强度方法的时均流场分析表明,表面粗糙度的增加会通过减少涡数、降低主高压的涡度和旋流强度以及使其位置更靠近床层来破坏高压系统。对瞬时速度分量的统计分析表明,在柱体上游近壁面区域出现双峰概率密度函数(pdf)和联合概率密度函数(jpdf),分别代表回流和下行事件。随着粗糙度的增加,双峰区域的尺寸减小,并进一步远离圆柱体。利用线性随机估计(LSE)表征底层流动模式,表明回流事件与回流模式相关,而下流事件与零流模式相关。值得注意的是,粗糙度元素增强了流动停滞(零流模式占主导地位>; 60%),这表明了减缓侵蚀的潜在机制。这些发现提供了微尺度水动力学和景观尺度侵蚀过程之间的定量联系,为通过有针对性的粗糙度操纵设计基于植被的侵蚀控制策略提供了信息。
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引用次数: 0
Sedimentary organic matters within the subtropical mountainous river-estuary-bay continuum: Provenances, fates and implications 亚热带山地河流-河口-海湾连续体中的沉积有机质:物源、命运及其意义
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-07-24 DOI: 10.1016/j.ijsrc.2025.07.005
Fengling Yu , Junyang Ma , Zhaoquan Huang , Chengcheng Gao , Yishu Hou , Liangrong Zou , Dan Yu , Nengwang Chen , Siguang Liu , Tian Xia
Deep insight into the spatialtemporal composition and distribution dynamics of suspended particulate organic carbon (POC) and sedimentary total organic carbon (TOC) within the mountainous river-estuary-bay continuum provides us with a unique perspective for examining the impact of estuarine flow on the material cycle within the river-estuary-bay systems. In this study, we conducted a comparative analysis of the river-estuary-bay continuum of two subtropical mountainous rivers, the Jiulong River (JLR) and the Zhangjiang River (ZJR), southern China. Seasonal samples of suspended particles and surface sediments were collected from the lower river reaches, estuaries, and bay areas. Both suspended and sedimentary samples were analyzed for organic content and their isotopic signatures (δ13C), and C/N ratios. The results reveal notable differences between the two systems. The JLR system exhibits stronger seasonal and spatial variations in POC sources compared to the ZJR system. In contrast, the estuary and bay of the ZJR system show more pronounced marine POC signals than those of the JLR system. In the sediments of the estuary and bay, soil organic matter and C3 plants contribute to over 60 % of the total organic matter in the JLR system, whereas in the ZJR system, marine organic matter and soil are the two most significant contributors. This study identifies that estuarine hydraulic conditions control the provenance, dynamics, and fate of particulate organic matter (POM). River discharge plays a pivotal role in regulating the dispersion of terrestrial organic matter in the estuary; Estuarine circulation and the position of the turbidity maximum zone govern the temporal and spatial distribution of sedimentary organic matter. Moreover, high soil contribution to the estuarine and bay sediment organic matter suggests strong soil erosion of adjacent land, likely attributed to human activities. Our findings highlight the high sensitivity of POC composition and dynamics in these mountainous river-estuary-bay systems to changes in river discharge, tidal current, and maybe wave conditions. The results of this study will deepen our understanding of the dynamics and fate of POM from different sources within the mountainous river-estuary-bay continuum and provide vital information for the effective management of these highly dynamic and sensitive ecosystems.
深入了解山区河流-河口-海湾连续体中悬浮颗粒有机碳(POC)和沉积总有机碳(TOC)的时空组成和分布动态,为研究河口流对河流-河口-海湾系统内物质循环的影响提供了一个独特的视角。本文对中国南方的九龙江(JLR)和张江(ZJR)这两条亚热带山地河流的河-口-湾连续体进行了比较分析。在下游河段、河口和海湾地区收集了季节性的悬浮颗粒和表层沉积物样本。分析了悬浮样品和沉积样品的有机质含量及其同位素特征(δ13C)和C/N比值。结果显示了两种系统之间的显著差异。与ZJR系统相比,JLR系统的POC源表现出更强的季节和空间变化。相比之下,ZJR系统的河口和海湾比JLR系统的海洋POC信号更明显。在JLR系统中,土壤有机质和C3植物的贡献占总有机质的60%以上,而在ZJR系统中,海洋有机质和土壤是贡献最大的两个。本研究发现,河口水力条件控制着颗粒物有机物(POM)的来源、动态和命运。河流流量对河口陆相有机质的分布起着关键性的调节作用;河口环流和浊度最大值带的位置决定了沉积有机质的时空分布。此外,土壤对河口和海湾沉积物有机质的高贡献表明邻近土地的强烈土壤侵蚀,可能归因于人类活动。我们的发现强调了这些山区河流-河口-海湾系统的POC组成和动态对河流流量、潮流和波浪条件变化的高度敏感性。本研究的结果将加深我们对山区河流-河口-海湾连续体中不同来源的有机污染物的动态和命运的理解,并为有效管理这些高度动态和敏感的生态系统提供重要信息。
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引用次数: 0
River system sediment rating curve parameter estimation via integrated models 基于综合模型的水系含沙量曲线参数估算
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-06-26 DOI: 10.1016/j.ijsrc.2025.06.010
Tushar Khankhoje, Samrat Boro, Parthasarathi Choudhury
Continuous water and sediment flow monitoring across river cross sections is essential for the management of flood- and sediment-related problems in watersheds. The sediment rating curve (SRC) estimates missing or uncertain sediment flow via its corresponding water discharge. Generally, a power form of relationship correlates the two quantities. The log-transformed water discharge and sediment discharge data were used to depict the SRCs developed in the present study. SRC parameter estimation via least squares regression using at-site dataset pairs can be found in the literature. However, the availability of reliable datasets at the site limits model applicability. This method does not describe the SRC on the basis of the continuity aspects of river system flow characteristics. Therefore, the current study proposes integrated SRC estimation models (Model 2 and Model 3) using modified Muskingum equations abiding by the spatial and temporal continuity of the entire river system state. These models are derived from streamflow storage balance criteria and ensure flow continuity norms. Moreover, Model 3 considers an inverse power form of the relationship depicting the water flow characteristics that govern the sediment transport phenomena through the river system. Standalone models for SRC parameter estimation (Model 1) were also developed for comparison among all three models via the root mean square error (RMSE), NRMSE (normalized root mean square error) and coefficient of determination (R2). The Mahanadi River system within Chhattisgarh state, India comprises five sections at tributaries, and the main channel was considered for the study. The improved NRMSE by Model 2 (7.53%) and Model 3 (7.14%) at Rajim and Model 3 (3.44%) at Bamnidhi in comparison to Model 1 at Rajim (9.19%) and Bamnidhi (4.80%) encouraged the application of integrated models for SRC estimation in river systems. Moreover, Model 3 outperformed Model 2 in some cases where the sediment transport process may be governed by water flow characteristics.
连续监测河流断面上的水和泥沙流量对于流域中与洪水和泥沙有关的问题的管理至关重要。泥沙等级曲线(SRC)通过相应的水量来估计缺失或不确定的泥沙流量。一般来说,两个量之间的关系是幂形式的。利用对数变换后的水量和输沙量数据来描述本研究中开发的小尺度碳水化合物。通过最小二乘回归使用现场数据对SRC参数估计可以在文献中找到。然而,现场可靠数据集的可用性限制了模型的适用性。这种方法没有根据水系流动特征的连续性方面来描述SRC。因此,本研究采用修正的Muskingum方程,提出了符合整个水系状态时空连续性的综合SRC估算模型(模型2和模型3)。这些模型来源于水流储存平衡准则,保证了水流的连续性。此外,模型3考虑了关系的逆幂形式,该关系描述了控制河流水系输沙现象的水流特征。我们还开发了独立的SRC参数估计模型(模型1),通过均方根误差(RMSE)、归一化均方根误差(NRMSE)和决定系数(R2)对所有三种模型进行比较。印度恰蒂斯加尔邦的马哈纳迪河系统由五个支流组成,该研究考虑了主河道。与模型1在Rajim(9.19%)和Bamnidhi(4.80%)的NRMSE相比,模型2在Rajim(7.53%)和模型3在Bamnidhi(7.14%)和模型3在Bamnidhi(3.44%)的NRMSE提高了,这鼓励了综合模型在河流系统中用于SRC估计的应用。此外,在某些泥沙输移过程可能受水流特征支配的情况下,模型3优于模型2。
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引用次数: 0
Sediment coarsening in the Yellow River subaqueous delta: Regional patterns, causes, and implications 黄河水下三角洲泥沙粗化:区域格局、成因及意义
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-10-25 DOI: 10.1016/j.ijsrc.2025.10.005
Yaoshen Fan , Guangzhou Wang , Shentang Dou , Hongyu Ji , Weiming Xie , Peng Li , Xiaokang Du , Shoubing Yu , Shaohua Zhang , Chao Zhu
Sediment coarsening in submerged deltas is commonly attributed to seabed erosion because of insufficient sediment input. The Yellow River subaqueous delta (YRSD) has exhibited distinct coarsening patterns following both accretion and erosion events. To investigate these contrasting mechanisms, grain size distributions, elevation changes, and bottom shear stress patterns were analyzed across the delta from 1992 to 2022. The results revealed distinct sedimentary patterns among the abandoned YRSD, active YRSD, southern Laizhou Bay, and adjacent Bohai Sea, with average median grain size (D50) increases of 17, 17, 6, and 0 μm, respectively. Sediment coarsening occurred primarily from 1992 to 2000, when the river mouth position was artificially altered and fluvial sediment grain size increased from 16 to 29 μm. From 1992 to 2015, the active YRSD experienced accretion at a rate of 7.8 mm/yr. Moreover, the abandoned YRSD and southern Laizhou Bay experienced significant erosion. The erosion rates were −5.1 and −1.0 mm/yr, respectively. This led to the identification of two mechanisms of sediment coarsening: erosion-driven coarsening in sediment-deficient areas and accretion-driven coarsening where the input sediment grain size increased. Although marine processes did not intensify during this period, the bottom shear stress distribution changed substantially due to morphological evolution, with correlation coefficients between grain size and shear stress showing increasing trends in littoral zones. This strengthening relationship, coupled with the declining fluvial sediment load, demonstrates the YRSD transition from river-dominated to wave-dominated processes, providing important insight into delta evolution under changing sediment regimes. The insights gained can guide Yellow River Delta management through targeted strategies and provide essential evidence for predicting delta evolution.
水下三角洲泥沙粗化通常归因于泥沙输入不足造成的海底侵蚀。黄河水下三角洲(YRSD)在经历了吸积和侵蚀事件后,呈现出明显的粗化模式。为了探讨这些差异机制,研究人员分析了1992 - 2022年三角洲地区的粒度分布、高程变化和底部剪应力模式。研究结果表明,废弃、活跃、莱州湾南部和邻近渤海的沉积格局明显,平均中位粒径(D50)分别增大17、17、6和0 μm。泥沙粗化主要发生在1992 ~ 2000年,人为改变河口位置,河道泥沙粒度由16 μm增大到29 μm。从1992年到2015年,活跃的YRSD以7.8 mm/年的速度增长。此外,废弃的长江三角洲和莱州湾南部遭受了严重的侵蚀。侵蚀速率分别为- 5.1和- 1.0 mm/yr。这导致了沉积物粗化的两种机制的识别:泥沙缺乏地区的侵蚀驱动粗化和输入泥沙粒度增加的增生驱动粗化。虽然这一时期海洋作用没有加剧,但由于形态演化,海底剪应力分布发生了较大变化,在沿海地区,粒度与剪应力的相关系数呈增大趋势。这种加强的关系,加上河流泥沙负荷的下降,证明了长江三角洲从河流主导过程向波浪主导过程的转变,为研究泥沙制度变化下的三角洲演化提供了重要的见解。研究结果可以指导黄河三角洲的针对性管理,并为预测三角洲演化提供重要依据。
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引用次数: 0
Determination of the most suitable artificial neural network method for sediment estimation in the Euphrates-Tigris Basin 幼发拉底河-底格里斯河流域泥沙最适人工神经网络估算方法的确定
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-08-05 DOI: 10.1016/j.ijsrc.2025.07.011
Ömer Faruk Karaca , Kadri Yürekli
In studies on water resources planning and management, regular and complete hydrological data such as streamflow and sediment data are needed. Since the existing data generally do not fully reflect the entire process, the process needs to be modeled in order to make more reliable decisions. The aim of this study is to investigate the possibilities of estimating the sediment amount with the ANN technique, which can be used in many areas today, with the streamflow and sediment measured from 20 sediment gauging stations (SGS) established by State Hydraulic Works (SHW) in the Euphrates-Tigris Basin and to try to determine the most appropriate network structure. The ANN structures to be used were determined as the most commonly used Radial Basis Artificial Neural Network (RBANN), Feed Forward Back Propagation Artificial Neural Network (FFBP) and Multilayer Artificial Neural Network (MLP). The obtained results were compared with the Multiple Linear Regression (MLR) method. The highest R2 values obtained were determined as 0.9683 and 0.9969 in the RBANN model, 0.9546 and 0.9820 in the MLP model, 0.9735 and 0.9732 in the FFBG model with the CG and LM algorithms, respectively. When only the mean values of the test values according to the ANN models were examined, the highest value was again obtained as 0.8507 in the RBANN and LM algorithms. In terms of sediment estimation, the highest R2 value in the ANN analysis was found in the RBANN model LM algorithm as 0.9804 in the train phase, 0.9969 in the testing phase and 0.9970 in the cross-validation phase.
在水资源规划与管理的研究中,需要有规律、完整的水文数据,如流量、泥沙等。由于现有的数据通常不能完全反映整个流程,因此需要对流程进行建模,以便做出更可靠的决策。本研究的目的是利用国家水利部在幼发拉底河-底格里斯河流域建立的20个沉积物测量站(SGS)测量的流量和沉积物,探讨利用人工神经网络技术估算沉积物数量的可能性,该技术目前在许多地区都可以使用,并试图确定最合适的网络结构。确定了最常用的人工神经网络结构为径向基人工神经网络(RBANN)、前馈-反向传播人工神经网络(FFBP)和多层人工神经网络(MLP)。所得结果与多元线性回归(MLR)方法进行了比较。RBANN模型得到的最高R2值分别为0.9683和0.9969,MLP模型得到的最高R2值分别为0.9546和0.9820,CG和LM算法得到的FFBG模型得到的最高R2值分别为0.9735和0.9732。当只对ANN模型的检验值进行均值检验时,RBANN和LM算法的检验值仍然最高,为0.8507。在沉积物估计方面,RBANN模型LM算法在ANN分析中R2值最高,在训练阶段为0.9804,在测试阶段为0.9969,在交叉验证阶段为0.9970。
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引用次数: 0
Turbulence structure and near-wall suppression in equilibrium and nonequilibrium sediment transport: An experimental study 平衡和非平衡输沙中的湍流结构和近壁抑制:一个实验研究
IF 3.7 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2026-02-01 Epub Date: 2025-08-08 DOI: 10.1016/j.ijsrc.2025.08.001
Bambang Agus Kironoto , Miskar Maini , Adam Pamudji Rahardjo , Istiarto
Sediment transport in open channels plays a significant role in shaping turbulent flow structures, influencing sediment dynamics and flow resistance. Transport regimes are classified into equilibrium, where sediment inflow and outflow are balanced, and nonequilibrium, characterized by bed degradation. This study experimentally investigated the turbulence characteristics of sediment-laden, low-velocity open-channel flows under two conditions: sediment-feeding (SF) flows representing equilibrium and nonsediment-feeding (NSF) flows representing degradation-type nonequilibrium conditions. Laboratory experiments were conducted in a 10-m recirculating flume using a 16-MHz acoustic Doppler velocimeter (ADV). Velocity and turbulence profiles were collected under fixed- and movable-bed configurations using two sediment types (d50 = 1.55 and 1.85 mm) simulating tropical riverbeds. Analyses of velocity profiles, turbulence intensities, Reynolds shear stress, mixing length, eddy viscosity, energy spectra, velocity correlations, and turbulence scales were performed. The results reveal clear distinctions between the SF and NSF flows, particularly near the bed. Sediment feeding reduces the near-bed velocity gradient (du/dy), suppresses near-wall turbulence, and shifts the turbulence intensity peak upward to y/H ≈ 0.15. It also significantly reduces the Reynolds shear stress, whereas changes in the eddy viscosity near the bed are less pronounced because of the dominant velocity gradients. A hybrid model combining exponential and power-law terms is proposed to better represent the turbulence intensity and shear stress profiles under sediment-feeding conditions. Spectral analysis confirmed that, despite the 50 Hz sampling limit of the ADV, the inertial subrange follows Kolmogorov's −5/3 law, although the dissipation range was not captured, and microscale estimations remain approximate. Compared with sediment feeding, increased bed roughness reduces turbulence scales, whereas bed mobility effects are secondary. Shear velocity estimates derived from the Clauser, energy gradient, and Reynolds shear stress methods indicate that turbulence-based methods yield more consistent results in sediment-laden flows. These findings advance the understanding of sediment–turbulence interactions and improve sediment transport modeling for low-velocity open channels. Furthermore, these insights can be applied to enhance predictive modeling, optimize sediment management strategies, and support the design of more resilient river engineering structures, particularly in tropical systems.
明渠输沙对形成湍流结构、影响泥沙动力学和水流阻力具有重要作用。输运机制可分为平衡输运机制和非平衡输运机制。平衡输运机制是指泥沙流入和流出平衡,而非平衡输运机制以河床退化为特征。本研究通过实验研究了含沙低速明渠流在两种条件下的湍流特性:泥沙供沙(SF)流代表平衡,非泥沙供沙(NSF)流代表退化型非平衡。实验采用16mhz声波多普勒测速仪(ADV)在10m循环水槽中进行。采用两种泥沙类型(d50 = 1.55和1.85 mm)模拟热带河床,在固定河床和活动河床配置下收集流速和湍流剖面。对速度分布、湍流强度、雷诺剪切应力、混合长度、涡流粘度、能谱、速度相关性和湍流尺度进行了分析。结果揭示了顺流和非顺流流动之间的明显区别,特别是在床层附近。泥沙进料降低了近河床速度梯度(du/dy),抑制了近壁面湍流,使湍流强度峰向上移动至y/H≈0.15。它还显著降低了雷诺剪切应力,而由于主要的速度梯度,床附近的涡流粘度变化不太明显。提出了一种指数项和幂律项相结合的混合模型,以更好地表征输沙条件下的湍流强度和剪切应力分布。频谱分析证实,尽管ADV的采样限制为50 Hz,但惯性子范围遵循Kolmogorov - 5/3定律,尽管没有捕获耗散范围,并且微尺度估计仍然是近似的。与泥沙进料相比,增加的河床粗糙度降低了湍流尺度,而河床迁移效应是次要的。从克劳瑟、能量梯度和雷诺剪切应力方法中得出的剪切速度估计表明,基于湍流的方法在含沙流中产生更一致的结果。这些发现促进了对沉积物-湍流相互作用的理解,并改进了低速明渠的沉积物输运模型。此外,这些见解可以应用于增强预测建模,优化沉积物管理策略,并支持更具弹性的河流工程结构的设计,特别是在热带系统中。
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引用次数: 0
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International Journal of Sediment Research
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