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Effect of submergence of sacrificial piles on local scour reduction at a bridge pier under U-type debris jam conditions U 型泥石流堵塞条件下牺牲桩沉入水中对减少桥墩局部冲刷的影响
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-11-01 DOI: 10.1016/j.jher.2024.10.003
Subodh Guragain , Norio Tanaka
A group of non-submerged sacrificial piles placed in front of a bridge pier have a propensity to trap a significant volume of floating debris during river floods, which affects their effectiveness as a scour countermeasure. This problem can be avoided by using short piles such that the tips of the piles lie below the free water surface, also known as submerged piles. However, it will cause the floating debris to accumulate at the pier itself. The current study attempts to ascertain whether or not such trapping of debris with submerged piles is preferable to that by emergent piles from the perspective of local scour protection of the bridge pier. Laboratory flume tests were conducted under uniform, subcritical, steady, and clear-water flow conditions. The ideal submergence value was ascertained by examining submerged sacrificial piles with varying spans (or lengths) with respect to the flow depth. The local scour reduction efficacy of these submerged piles was then compared with non-submerged piles, first without and subsequently with U-type (horseshoe-shaped) debris jams. Results revealed that submerged sacrificial piles spanning 50–60 % of the flow depth provide optimum protection to the pier against local scour, and this was slightly higher than that offered by emergent piles in an identical layout. In addition, submerged sacrificial piles with ideal submergence protected the pier better against local scour than emergent piles under U-type debris jam conditions.
放置在桥墩前的一组非沉没式牺牲桩在河水泛滥时容易吸附大量漂浮物,从而影响其作为冲刷对策的效果。使用短桩(也称为沉桩)可避免这一问题,即桩尖位于自由水面以下。不过,这会导致漂浮物在码头本身堆积。目前的研究试图从桥墩局部冲刷保护的角度,确定沉没桩对碎石的这种截留是否优于浮出桩。实验室水槽试验是在均匀、亚临界、稳定和清水流动条件下进行的。通过检测与水流深度相关的不同跨度(或长度)的沉没牺牲桩,确定了理想的沉没值。然后,将这些沉没桩与非沉没桩(先是无沉没桩,后是 U 型(马蹄形)碎石坝)的局部冲刷减少效果进行比较。结果表明,沉入水下的牺牲桩占水流深度的 50-60%,可为码头提供最佳保护,防止局部冲刷,其效果略高于相同布局下的浮出桩。此外,在 U 型泥石流堵塞条件下,具有理想沉没度的沉没式牺牲桩比冒出式桩能更好地保护码头免受局部冲刷。
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引用次数: 0
Assessment of the impact of greenhouse rainwater harvesting managed aquifer recharge on the groundwater system in the southern Jeju Island, South Korea: Implication from a numerical modeling approach 评估温室雨水收集管理含水层补给对韩国济州岛南部地下水系统的影响:数值模拟方法的启示
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-10-02 DOI: 10.1016/j.jher.2024.10.002
Min-Chul Kim , Eun-Hee Koh , Chang-Seong Koh , Won-Bae Park
Managed aquifer recharge (MAR) is increasingly being adopted worldwide to mitigate groundwater depletion and ensure the sustainability of water resources. Rainwater harvesting (RWH)-MAR can augment aquifer storage and reduce flood damage in rural areas with dense greenhouse facilities. This study has assessed the feasibility of greenhouse RWH-MAR in Namwon agricultural areas in the southern part of Jeju Island, South Korea, by considering the injection rate and location of MAR using a numerical model. The model results showed that groundwater level increases were directly related to the infiltration rate, although spatial differences in head rise were observed owing to the spatial variability of hydraulic conductivity. In addition, installing the RWH-MAR in highland areas (>100 masl) enhanced the water level rise when compared to the expected values, indicating that a higher hydraulic gradient and thick unsaturated zone facilitated more effective MAR outcomes than in lowland areas. To optimize the contribution of source water to the agricultural water demand, placing the RWH-MAR near the pumping well improved the availability of injected rainwater to agricultural wells. This study highlights the importance of designing RWH-MAR schemes considering MAR objectives and the topographic and hydrogeological characteristics of the site.
为了缓解地下水枯竭,确保水资源的可持续性,全世界越来越多地采用含水层管理补给(MAR)技术。在温室设施密集的农村地区,雨水收集(RWH)-MAR 可以增加含水层储量,减少洪水灾害。本研究利用数值模型,通过考虑雨水收集-MAR 的注入率和位置,评估了韩国济州岛南部南原农业区温室雨水收集-MAR 的可行性。模型结果表明,地下水位的上升与渗透率直接相关,但由于水力传导性的空间变化,水头上升存在空间差异。此外,与预期值相比,在高地地区(100 m²)安装 RWH-MAR 可提高水位升幅,这表明与低洼地区相比,较高的水力梯度和较厚的非饱和带可促进更有效的 MAR 成果。为了优化源水对农业用水需求的贡献,将 RWH-MAR 设在抽水井附近可提高农业水井对注入雨水的可用性。这项研究强调了在设计 RWH-MAR 方案时考虑 MAR 目标以及现场地形和水文地质特征的重要性。
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引用次数: 0
Drag coefficients and water surface profiles in channels with arrays of linear rigid emergent vegetation 带有线性刚性挺水植被阵列的渠道中的阻力系数和水面剖面
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-10-02 DOI: 10.1016/j.jher.2024.10.001
Antonino D’Ippolito, Francesco Calomino, Attilio Fiorini Morosini, Roberto Gaudio
Although vegetation in watercourses has an important ecological function, from a hydraulic point of view, it increases flow resistance, determinates higher water levels and generates a greater risk of flooding. In engineering practice, to determine water levels, the drag coefficient must be known, whose experimental values, in literature, are provided for uniform or quasi-uniform flow. In this paper, the expression of a drag coefficient, previously proposed by the authors for the case of emergent rigid vegetation arranged in a linear manner, was used to simulate experimental water surface profiles, employing the effective width for the first time. The formula was validated by simulating 26 experimental profiles observed at the University of Calabria, over 1100 points in total, plus 8 published in literature. In some of these applications, the vegetation density was much higher than that for which the drag coefficient expression was derived. For this reason, it is possible to consider a new, wider field of validity for it. The proposed equation is independent of the Reynolds stem number, so that it can be used in natural streams and rivers, provided that viscosity effects can be considered negligible. Finally, some comments are offered on the application of a new formula proposed in literature regarding the computation of the profile when downstream depth is taken as a boundary condition.
虽然河道中的植被具有重要的生态功能,但从水力角度来看,植被会增加水流阻力,决定水位的高低,造成更大的洪水风险。在工程实践中,要确定水位,必须知道阻力系数,文献中提供了均匀或准均匀流的实验值。在本文中,作者之前针对以线性方式排列的新兴刚性植被提出的阻力系数表达式被用于模拟实验水面剖面,并首次采用了有效宽度。通过模拟卡拉布里亚大学观测到的 26 个实验剖面(共 1100 多个点)以及文献中发表的 8 个点,对该公式进行了验证。在其中一些应用中,植被密度远高于得出阻力系数表达式的植被密度。因此,有可能为其考虑一个新的、更广泛的有效领域。所提出的方程与雷诺干系数无关,因此可用于天然溪流和河流,前提是粘度效应可以忽略不计。最后,本文还对文献中提出的一个新公式的应用提出了一些意见,该公式适用于将下游深度作为边界条件时的剖面计算。
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引用次数: 0
Real-time prediction of the week-ahead flood index using hybrid deep learning algorithms with synoptic climate mode indices 利用混合深度学习算法和同步气候模式指数实时预测一周前的洪水指数
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-09-25 DOI: 10.1016/j.jher.2024.09.001
A.A. Masrur Ahmed , Shahida Akther , Thong Nguyen-Huy , Nawin Raj , S. Janifer Jabin Jui , S.Z. Farzana
This paper aims to propose a hybrid deep learning (DL) model that combines a convolutional neural network (CNN) with a bi-directional long-short term memory (BiLSTM) for week-ahead prediction of daily flood index (IF) for Bangladesh. The neighbourhood component analysis (NCA) is assigned for significant feature selection with synoptic-scale climatic indicators. The results successfully reveal that the hybrid CNN-BiLSTM model outperforms the respective benchmark models based on forecasting capability, as supported by a minimal mean absolute error and high-efficiency metrics. With respect to IF prediction, the hybrid CNN-BiLSTM model shows over 98% of the prediction errors were less than 0.015, resulting in a low relative error and superiority performance against the benchmark models in this study. The adaptability and potential utility of the suggested model may be helpful in subsequent flood monitoring and may also be beneficial to policymakers at the federal and state levels.
本文旨在提出一种混合深度学习(DL)模型,该模型将卷积神经网络(CNN)与双向长短期记忆(BiLSTM)相结合,用于提前一周预测孟加拉国的每日洪水指数(IF)。利用邻域成分分析法(NCA)选择具有重要特征的同步尺度气候指标。结果成功揭示了 CNN-BiLSTM 混合模型在预测能力方面优于相应的基准模型,最小的平均绝对误差和高效率指标也证明了这一点。在中频预测方面,混合 CNN-BiLSTM 模型显示 98% 以上的预测误差小于 0.015,相对误差较小,在本研究中优于基准模型。所建议模型的适应性和潜在实用性可能有助于后续的洪水监测,也可能对联邦和州一级的政策制定者有益。
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引用次数: 0
The effects of climate change and regional water supply capacity on integrated drought risk 气候变化和区域供水能力对综合干旱风险的影响
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-09-01 DOI: 10.1016/j.jher.2024.08.003
Ji Eun Kim , Min Ji Kim , Jeongwoo Han , Tae-Woong Kim

Due to climate change, the frequency and duration of meteorological drought have increased. In addition, local water supply capacity has not met water demand in many regions, which will eventually lead to serious water shortages. To mitigate the effects of drought on sustainable water use, it is necessary to understand how climate change affects regional water supply capacity and drought risk. To this end, this study evaluated the drought response capacity of regional water supply systems and assessed the comprehensive drought risk in terms of drought hazard, vulnerability, and response capacity. To avoid subjectivity in risk analysis, structural equation modeling was used to select primary indicators and probability and statistical methods were used to assign weights to the indicators. The changes in drought risk in different climate change scenarios were assessed using sensitivity analyses. The overall results indicate that the future drought risks in Gyeonggi, Gyeongsang, Chungcheong, Jeolla, and Gangwon are 18, 12, 13, 9, and 10% higher, respectively, than the current risk level. The sensitivity analyses showed that Jinju in Gyeongsang province, which has a high drought response capacity, had the largest decreasing rate in drought risk. The quantified changes in drought risk under future climate change scenarios will be useful for identifying areas with a high drought risk and making decisions about drought mitigation under climate change.

由于气候变化,气象干旱的频率和持续时间都有所增加。此外,许多地区的当地供水能力无法满足用水需求,最终将导致严重缺水。为了减轻干旱对可持续用水的影响,有必要了解气候变化如何影响地区供水能力和干旱风险。为此,本研究评估了地区供水系统的干旱应对能力,并从干旱危害、脆弱性和应对能力三个方面评估了综合干旱风险。为避免风险分析的主观性,采用结构方程模型来选择主要指标,并使用概率和统计方法来分配指标权重。利用敏感性分析评估了不同气候变化情景下干旱风险的变化。总体结果表明,京畿、庆尚、忠清、全罗和江原的未来干旱风险分别比当前风险水平高出 18%、12%、13%、9% 和 10%。敏感性分析表明,抗旱能力较强的庆尚南道晋州的干旱风险下降幅度最大。未来气候变化情景下干旱风险的量化变化将有助于确定干旱风险较高的地区,并在气候变化下做出缓解干旱的决策。
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引用次数: 0
Runoff prediction based on the IGWOLSTM model: Achieving accurate flood forecasting and emergency management 基于 IGWOLSTM 模型的径流预测:实现准确的洪水预报和应急管理
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-08-22 DOI: 10.1016/j.jher.2024.08.002
Li-Ling Peng , Hui Lin , Guo-Feng Fan , Hsin-Pou Huang , Wei-Chiang Hong

With the acceleration of global climate change and urbanization, the frequency and impact of flood disasters are increasing year by year, making flood emergency management increasingly crucial for safeguarding people’s lives, property, and societal stability. To enhance the accuracy of river flow prediction, this study employs an Improved Gray Wolf Optimization Algorithm (IGWO) to optimize parameters of the Long Short-Term Memory Network (LSTM) model. Experimental results demonstrate that the proposed algorithm significantly improves the accuracy of river flow prediction, achieving higher precision and better generalization compared to traditional machine learning algorithms. This method provides more reliable data support for flood warning systems, aiding in the accurate prediction of flood occurrence timing and intensity, thereby providing scientific basis for flood prevention and mitigation efforts. Moreover, this approach supports hydro-logical research, enhancing understanding of river water cycle processes and ecosystem changes.

随着全球气候变化和城市化进程的加快,洪水灾害的发生频率和影响范围逐年增大,洪水应急管理对保障人民生命财产安全和社会稳定的重要性日益凸显。为了提高河流流量预测的准确性,本研究采用改进的灰狼优化算法(IGWO)来优化长短期记忆网络(LSTM)模型的参数。实验结果表明,与传统的机器学习算法相比,所提出的算法显著提高了河流流量预测的准确性,实现了更高的精度和更好的泛化。该方法为洪水预警系统提供了更可靠的数据支持,有助于准确预测洪水发生的时间和强度,从而为防洪减灾工作提供科学依据。此外,这种方法还有助于水文逻辑研究,加深对河流水循环过程和生态系统变化的理解。
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引用次数: 0
Enhancing non-newtonian fluid modeling: A novel extension of the cross flow curve model 加强非牛顿流体建模:横流曲线模型的新扩展
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-08-18 DOI: 10.1016/j.jher.2024.08.001
Keivan Kaveh , Andreas Malcherek

A number of viscosity and flow curve models can be used to numerically investigate the non-Newtonian behavior of fluids. Although particle size, grain size distribution and concentration play a crucial role in determining the viscosity and flow behavior of suspensions and colloidal systems, they are either ignored or considered indirectly in almost all models. We present a mathematical extension of the widely used Cross flow curve model to account for the effect of concentration and particle size in modeling viscosity and flow curves. In particular, this study takes into account a variable total number of individual particles in unit volume, which is assumed to be constant in other models. The proposed extension allows the flow curve to model suspensions that are typically shear-thinning but can also be Newtonian, or shear-thickening for at different shear rates and concentrations. These considerations provide insight into studying and designing suspensions, colloidal systems, and other complex fluid–solid interactions.

许多粘度和流动曲线模型可用于对流体的非牛顿行为进行数值研究。虽然粒度、粒度分布和浓度在决定悬浮液和胶体系统的粘度和流动行为方面起着至关重要的作用,但几乎所有模型都忽略或间接考虑了它们。我们对广泛使用的 Cross 流动曲线模型进行了数学扩展,以考虑浓度和粒度对粘度和流动曲线建模的影响。特别是,这项研究考虑到了单位体积内可变的单个颗粒总数,而在其他模型中,这一总数被假定为常数。拟议的扩展使流动曲线能够模拟典型的剪切稀化悬浮液,但也可以是牛顿型悬浮液,或在不同剪切速率和浓度下的剪切增稠型悬浮液。这些考虑因素为研究和设计悬浮液、胶体系统和其他复杂的流固相互作用提供了启示。
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引用次数: 0
Corrigendum to “Self-aeration on large dam spillways during major floods” [J. Hydro-Environ. Res. 54 (2024) 26–36] 对 "大洪水期间大型水坝溢洪道的自曝气 "的更正[J. Hydro-Environ. Res. 54 (2024) 26-36]
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-08-03 DOI: 10.1016/j.jher.2024.07.001
Hubert Chanson
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引用次数: 0
Assessment of river recreation safety using hydrodynamic model and fuzzy logic: A spatial river recreational index approach 利用水动力模型和模糊逻辑评估河流娱乐安全:空间河流娱乐指数方法
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-07-01 DOI: 10.1016/j.jher.2024.06.002
Siyoon Kwon , Il Won Seo , Byunguk Kim , Sung Hyun Jung , Young Do Kim

As demands for river recreational activities increases, assessing their safety has become essential to prevent accidents. The hydraulic conditions of the river critically influence the safety of in-water activities, such as sailing, paddling, and boating. Localized hazardous areas can emerge due to the spatial variability of hydraulic phenomena. This potential risk necessitates providing information about safe zones. Therefore, this study proposes a spatial river recreational index (SRRI) to assess the safety of river recreational activities over river spaces based on hydraulic factors. We reproduce the spatial distribution of the hydraulic parameters under various discharge conditions using a 3D hydrodynamic model and then estimate the SRRI by integrating all membership degrees and weights of these parameters using fuzzy synthetic evaluation (FSE). The application of the SRRI in the confluence of the Nakdong-Guemho River, South Korea, reveals that each hydraulic parameter contributes differently to safety levels, depending on discharge and morphological conditions. Specifically, the flow direction substantially decreases safety near the river confluence, whereas the water depth plays an important role in the meandering reach of the Nakdong River. Under high-flow conditions, velocity becomes a critical factor, especially for nonpowered activities (sailing and paddling/wading). The SRRI indicates that sailing is unsafe in the main flow zone and near the river confluence due to high sensitivity to discharge changes. In contrast, paddling/wading and leisure boating are less sensitive to discharge changes, allowing these activities to be partly allowable even under high-flow conditions, except in the deep-water zones of meandering reach. These results suggest that the SRRI can assist water recreational activity users in safely engaging in river recreational activities by providing spatial safety information based on various hydraulic conditions.

随着人们对河流娱乐活动需求的增加,对其安全性进行评估已成为防止事故发生的关键。河流的水力条件对帆船、划桨和划船等水上活动的安全性有着至关重要的影响。由于水力现象的空间变化,可能会出现局部危险区域。这种潜在的风险要求提供有关安全区域的信息。因此,本研究提出了一种空间河流娱乐指数(SRRI),根据水力因素评估河流空间娱乐活动的安全性。我们利用三维水动力模型再现了各种排放条件下水力参数的空间分布,然后利用模糊综合评价(FSE)对这些参数的所有成员度和权重进行整合,从而估算出 SRRI。SRRI 在韩国洛东江-金湖江汇合处的应用表明,根据排水量和形态条件的不同,每个水力参数对安全等级的影响也不同。具体来说,在河道汇合处附近,水流方向会大大降低安全系数,而在洛东江的蜿蜒河段,水深则起着重要作用。在大流量条件下,流速成为一个关键因素,尤其是对于非动力活动(帆船和划桨/涉水)而言。SRRI 表明,由于对排水量变化的高度敏感性,在主流区和河流汇合点附近航行是不安全的。相比之下,划船/涉水和休闲划船对排水量变化的敏感度较低,因此即使在大流量条件下,这些活动也可以部分进行,但蜿蜒河段的深水区除外。这些结果表明,通过提供基于各种水力条件的空间安全信息,SRRI 可以帮助水上娱乐活动使用者安全地从事河流娱乐活动。
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引用次数: 0
The influence of density difference, discharge ratio and wind on the mixing at large river confluence 密度差、排流比和风力对大河汇流处混合的影响
IF 2.4 3区 环境科学与生态学 Q2 ENGINEERING, CIVIL Pub Date : 2024-06-29 DOI: 10.1016/j.jher.2024.06.001
Minjae Lee , Yong Sung Park , Joo Suk Ko , Suhyeok Choi , Siwan Lyu , Byunguk Kim

Numerical simulations for a large river confluence were conducted to comprehend the influences of three factors: density difference, discharge ratio, and wind shear on tributary flow dispersion. The present study focused on the confluence channel of the Nakdong River and the Yangsan Stream in South Korea, with simulation conditions selected based on realistic conditions. Numerical results revealed that tributary flow can disperse upstream under high discharge ratio conditions, which becomes stronger with density stratification. In particular, when the tributary flow is denser than the mainstream, bathymetry around the junction determines the flowing direction of the density current. Thus, understanding tributary flow dispersion under varying conditions is vital due to its influence not only downstream but also upstream of the confluence. Additionally, wind shear impact on the mixing between mainstream and tributary flow is notable but less significant than density difference or discharge ratio.

为了解密度差、排流比和风切变三个因素对支流水流扩散的影响,对大型河流汇流处进行了数值模拟。本研究以韩国洛东江和梁山川的汇流河道为研究对象,模拟条件根据实际情况选择。数值结果表明,在高排流比条件下,支流会向上游发散,密度分层会使发散更强。特别是,当支流的密度高于主流时,交界处周围的水深决定了密度流的流动方向。因此,了解支流在不同条件下的分散情况至关重要,因为它不仅会影响下游,还会影响汇合点上游。此外,风切变对主流和支流之间的混合也有显著影响,但不如密度差或排水比重要。
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引用次数: 0
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Journal of Hydro-environment Research
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