Hydrodynamics

流体力学
  • 文章类型: Journal Article
    海洋骨料的开采代表了面对陆地骨料资源枯竭的机会。这项活动的环境影响已经在几项研究中进行了评估,导致制定建议以减轻其影响。这项研究调查了其对环境的影响,低强度提取的高电流环境,一个以前没有广泛研究过的独特场景。采用多变量分析和营养组方法,它考察了物种和群落层面的复杂反应。结果表明生物多样性下降,促进r选择物种的建立,特别是过滤器喂食器。尽管现场恢复时间表仍然不确定,初步迹象表明,该地点迅速恢复(2-3年)。该研究还讨论了对这些低强度疏浚地点进行采样的方法学挑战,并强调需要针对这种压力和强流体动力学下的粗沉积物量身定制的新指标。这些见解为未来的研究提供了有价值的方向。
    Marine aggregate extraction represents an opportunity to face the depletion of terrestrial aggregate resources. The environmental effects of this activity have been assessed in several studies, leading to the formulation of recommendations to mitigate its effects. This study investigates its environmental impacts in a coarse, high-current environment with low-intensity extraction, a unique scenario not extensively studied before. Employing multivariate analyses and a trophic group approach, it examines complex responses at both species and community levels. Results indicate a decline in biodiversity, promoting the establishment of r-selected species, particularly filter feeders. Although site restoration timelines remain uncertain, initial indications suggest rapid recovery (2-3 years) for this site. The study also discusses methodological challenges in sampling these low-intensity dredged sites and emphasizes the need for new indices tailored to this pressure and coarse sediments under strong hydrodynamics. These insights offer valuable directions for future research.
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  • 文章类型: Journal Article
    由于人为影响越来越大,近几十年来,湿地环境严重下降。这些自然资源的可持续管理对于维持生态系统和经济活动至关重要。Massaciuccoli湖及其附近地区是托斯卡纳(意大利)最大的残留沿海沼泽地之一。该湿地农业利用规模大,集约,受围垦活动影响较大,随之而来的侵蚀问题,沉陷和湖泊富营养化和淤积。在这种情况下,结合水化学数据的综合研究(水位,电导率,pH值,浊度,主要离子,痕量金属)和稳定同位素(H,O,S)已经在盆地的最南端进行了表演,更好地解开地下水和地表水之间的过程和相互作用,并了解溶质的起源及其演化。我们的结果表明,地下水和地表水都有流星起源,地下水的地球化学组成主要受当地地质和生物过程的影响。此外,地表水受海水混合和蒸散/降水过程的影响。就硝酸盐而言,农业活动和使用化肥对水质的影响似乎有限,这表明近年来实施的强度较低的农业实践是成功的。至于硫酸盐,Fe,Mn,我们无法完全阐明人类影响的潜在机制,但是开垦和农业活动加剧的水位波动和泥炭退化可能在控制这些元素的命运方面发挥了重要作用。总的来说,这些结果强调了理顺地球化学过程的综合方法的重要性,并将有助于支持托斯卡纳这个有价值的地区的政策实施和环境保护。这项工作的结果表明,决策机构需要尽快采取行动以减轻风险。当局和农民之间的密切合作至关重要,以减少向湖泊和周边地区的化肥和化学品投入。此外,应实施额外的政策措施,以减少机械土壤耕作并限制侵蚀和径流,例如Phusicos项目中实施的NBS。
    Owing to increasing anthropogenic impacts, wetlands have suffered a serious environmental decline in recent decades. The sustainable management of these natural resources is fundamental to maintain both the ecosystems and the economic activities. The Lake Massaciuccoli and nearby areas represent one of the largest residual coastal marshy areas in Tuscany (Italy). This wetland is characterized by large-scale and intensive agricultural use and affected by reclamation activities, with consequent problems of erosion, subsidence and lake eutrophication and siltation. In this context, an integrated study combining hydrochemical data (water levels, electrical conductivity, pH, turbidity, major ions, trace metals) and stable isotopes (H, O, S) has been performed in the southernmost part of the basin, to better disentangle processes and interactions between groundwater and surface water and to understand the origin of solutes and their evolution. Our results indicated that both groundwater and surface water have a meteoric origin and that geochemical composition of groundwater is mainly affected by local geological and biological processes. Moreover, surface water is affected by sea water mixing and evapotranspiration/precipitation processes. The impact of agricultural activity and the use of fertilizers on the water quality appears to be limited as regards nitrates, indicating that less intense agricultural practices implemented in recent years have been successful. As regards sulfates, Fe, and Mn, we cannot fully elucidate the mechanisms underlying human influence, but the oscillation of water level and degradation of peat enhanced by reclamation and agriculture activities likely played an important role in controlling the fate of these elements. Overall, these results underline the importance of integrated approaches to disentangle geochemical processes and will be useful in supporting policy implementation and environmental protection in this valuable area of Tuscany. Findings from this work suggest the need for policy-making authorities to take actions as soon as possible to mitigate risks. Closer co-operation is essential between authorities and farmers to reduce inputs of fertilizers and chemicals into the lake and the surrounding area. Also, additional policy measures should be enforced to reduce the mechanical soil tillage and limit erosion and runoff, such as the NBSs implemented within the Phusicos Project.
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  • 文章类型: Journal Article
    目的:药物吸入是治疗呼吸系统疾病的首选给药方式。为了实现对个体的有效吸入药物递送,有必要使用能够应对个体间差异的跨学科方法。本文旨在在临床可接受的时间范围内提出基于计算流体和粒子动力学模拟的个性化肺部药物沉积模型。
    方法:我们提出了一个模型,该模型可以根据患者的气道几何形状和呼吸模式来分析吸入给药效率。这也有可能作为一个子区域的呼吸系统疾病诊断的工具。颗粒性质和尺寸分布是通过使用雾化器吸入药物的情况下,因为它们与病人的呼吸模式无关。最后,研究了到达患者不同肺叶区域深气道的吸入药物剂量。
    结果:通过与实验结果的比较,验证了所提出模型的数值准确性。对于60l/min和15l/min的流速,模拟结果与实验结果之间的总药物沉积分数差异小于4.44%和1.43%,分别。进行了一项涉及COVID-19患者的案例研究,以说明该模型的潜在临床用途。该研究分析了与呼吸模式相关的药物沉积分数,气溶胶尺寸分布,和不同的叶区域。
    结论:所提出的模型的整个过程可以在48小时内完成,允许在临床使用可接受的时间范围内评估吸入药物在个体患者肺部的沉积。为患者特异性药物递送的单一评估实现48小时的时间窗口使医师能够监测患者的变化状况并可能相应地调整药物施用。此外,我们表明,所提出的方法也提供了一种可能性,可以扩展到一些呼吸道疾病的检测方法。
    OBJECTIVE: Drug inhalation is generally accepted as the preferred administration method for treating respiratory diseases. To achieve effective inhaled drug delivery for an individual, it is necessary to use an interdisciplinary approach that can cope with inter-individual differences. The paper aims to present an individualised pulmonary drug deposition model based on Computational Fluid and Particle Dynamics simulations within a time frame acceptable for clinical use.
    METHODS: We propose a model that can analyse the inhaled drug delivery efficiency based on the patient\'s airway geometry as well as breathing pattern, which has the potential to also serve as a tool for a sub-regional diagnosis of respiratory diseases. The particle properties and size distribution are taken for the case of drug inhalation by using nebulisers, as they are independent of the patient\'s breathing pattern. Finally, the inhaled drug doses that reach the deep airways of different lobe regions of the patient are studied.
    RESULTS: The numerical accuracy of the proposed model is verified by comparison with experimental results. The difference in total drug deposition fractions between the simulation and experimental results is smaller than 4.44% and 1.43% for flow rates of 60 l/min and 15 l/min, respectively. A case study involving a COVID-19 patient is conducted to illustrate the potential clinical use of the model. The study analyses the drug deposition fractions in relation to the breathing pattern, aerosol size distribution, and different lobe regions.
    CONCLUSIONS: The entire process of the proposed model can be completed within 48 h, allowing an evaluation of the deposition of the inhaled drug in an individual patient\'s lung within a time frame acceptable for clinical use. Achieving a 48-hour time window for a single evaluation of patient-specific drug delivery enables the physician to monitor the patient\'s changing conditions and potentially adjust the drug administration accordingly. Furthermore, we show that the proposed methodology also offers a possibility to be extended to a detection approach for some respiratory diseases.
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  • 文章类型: Journal Article
    目的:颈内动脉(ICA)的弯曲与颅内动脉瘤(IAs)有关。虹吸管是ICA中最弯曲的部分,但其形态对IAs有争议的影响。本研究旨在探讨虹吸管的形态特征以及可能影响C7动脉瘤形成的潜在血液动力学机制。
    方法:本研究中,湘雅医院在2019年至2021年诊断为C7动脉瘤的32例患者和32名对照受试者,经过倾向评分匹配。获取计算机断层扫描血管造影(CTA)图像以测量形态学特征,然后,通过结合临床数据,构建了简化的颈动脉虹吸模型,并进行了计算流体力学(CFD)分析。
    结果:C7动脉瘤的存在与C4-C6弯曲动脉的高度相关(比值比[OR]0.028,95%置信区间[CI]0.003-0.201;P<0.001)。动脉瘤组的C4-C6弯曲动脉的高度明显短于对照组。CFD分析显示,较短的C4-C6弯曲导致C7段动脉中更大的血流速度和压力。
    结论:较短的C4-C6弯曲与远端C7动脉瘤形成有关,而复杂的血液动力学机制可能是这种关联的基础。
    OBJECTIVE: Tortuosity of the internal carotid artery (ICA) is associated with intracranial aneurysms (IAs). The siphon is the most curved segment of the ICA, but its morphology has controversial effects on IAs. This study aimed to explore the morphometric features of the siphon and the potential hemodynamic mechanisms that may affect C7 aneurysm formation.
    METHODS: In this study 32 patients with C7 aneurysms diagnosed at Xiangya Hospital between 2019 and 2021 and 32 control subjects were enrolled after propensity score matching. Computed tomography angiography (CTA) images were acquired to measure morphologic features, and then, by combining clinical data, simplified carotid siphon models were constructed, and computational fluid dynamics (CFD) analysis was performed.
    RESULTS: The presence of C7 aneurysms was associated with the height of the C4-C6 curved arteries (odds ratio [OR] 0.028, 95% confidence interval [CI] 0.003-0.201; P < 0.001). The heights of the C4-C6 curved arteries in the aneurysm group were significantly shorter than those in the control group. The CFD analysis revealed that shorter C4-C6 bends led to greater blood velocity and pressure in the C7 segment arteries.
    CONCLUSIONS: A shorter C4-C6 bend was associated with distal C7 aneurysm formation, and an elaborate hemodynamic mechanism may underlie this association.
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  • 文章类型: Journal Article
    深度学习技术通过利用大规模下水道数据和高级特征学习算法,为下水道缺陷的准确和自动化检测提供了创新和高效的工具。然而,对分段缺陷的几何特性缺乏彻底的表征,更不用说系统地计算下水道缺陷的严重程度,并在水动力模型中定量评估其对洪水条件的影响。这项研究提出了一个全面的框架和相关指标,以准确和自动地检测,段,表征,并通过集成基于DeepLabv3的分割技术来评估下水道缺陷对淹没节点和体积的影响,自动几何表征和严重程度量化模块,以及基于GIS和SWMM的水动力建模。结果清楚地显示了不同缺陷类型对城市洪水的影响程度。分割模型取得了令人满意的检测性能,具有平均像素精度(MPA),联合平均交点(MIoU),和频率加权的并集交点(FWIoU)分别为0.99、0.74和0.95。就严重程度量化而言,有98%,90%,90%和83%的预测与实际脱落条件一致,障碍,脱节和泄漏。结果表明,下水道缺陷极大地影响了蓄水井数和总洪水量(TFV),在所有调查的降雨事件下,TFV增加了16%以上。结果解决了下水道缺陷对城市洪水的影响,并证明了拟议的下水道缺陷检测和管理决策框架提供的强大工具。
    Deep learning techniques have offered innovative and efficient tools for accurate and automated detection of sewer defects by leveraging large-scale sewer data and advanced feature learning algorithms. However, there has been a lack of thorough characterization of the geometric properties of segmented defects, let alone systematically calculate the severity level of sewer defects and quantitatively evaluate their impacts on flood conditions in hydrodynamic models. This study proposed a comprehensive framework and related metrics to accurately and automatically detect, segment, characterize, and evaluate the impacts of sewer defects on flooded nodes and volumes by integrating a DeepLabv3+-based segmentation technique, an automated geometric characterization and severity quantification module, and a GIS and SWMM-based hydrodynamic modeling. The results clearly showed in details where and how much the urban flooding was affected by the different defect types. The segmentation model achieved satisfactory detection performance, with mean pixel accuracy (MPA), mean intersection over union (MIoU), and frequency weighted intersection over union (FWIoU) of 0.99, 0.74 and 0.95, respectively. In terms of severity level quantification, there were 98%, 90%, 90% and 83% of predictions consistent with real conditions for falling off, obstacle, disjoint and leakage. It was shown that the number of surcharging manholes and total flood volume (TFV) were greatly affected by sewer defects, with over 16% increase in TFVs under all investigated rainfall events. The results addressed the impacts of sewer defects on urban flooding and demonstrated the powerful tools provided by the proposed framework for decision-making on sewer defect detection and management.
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  • 文章类型: Journal Article
    鱼类通道设施的建设可以减轻大坝等水工程建设对河流连通性的负面影响,对保护当地鱼类多样性具有显著的积极作用。为了有效吸引目标鱼类进入鱼类通道设施,必须确定吸引鱼类的最佳流速范围。米石水库的三个当地特有物种被认为是保护目标。然而,他们的游泳能力尚不清楚。因此,诱导游泳速度(Uind),测试了三种鱼类的临界游泳速度(Ucrit)和爆发游泳速度(Uburst)。基于这些结果,我们确定了吸引鱼的最佳流速,在0.15-0.51m/s的范围内。使用经过验证的三维水动力模型来模拟不同的方案。通过对比不同方案的流场模拟结果,我们得到了恢复流场的最佳措施,即,一项综合工程措施,增加了集鱼池中的鱼吸引流量,并建造了支堤。这项研究为特定情况提供了解决方案,并增强了长江上游特有鱼类的游泳特征数据库。这也为今后类似工程中设计吸引鱼流和恢复流场的潜在措施提供了有价值的参考。
    The construction of fish passage facilities can mitigate the negative effects of dams and other water engineering construction on river connectivity and have a significant positive effect on the conservation of local fish diversity. To attract target fishes into fish passage facilities effectively, the optimal flow velocity range to attract fish must be determined. Three local endemic species of the Mishi Reservoir were considered as the protection targets. However, their swimming abilities remain unclear. Therefore, the induced swimming speed (Uind), critical swimming speed (Ucrit) and burst swimming speed (Uburst) of three fish species were tested. Based on these results, we identified the optimal flow velocity to attract fish, which falls within the range of 0.15-0.51 m/s. A validated three-dimensional hydrodynamic model was used to simulate different schemes. By comparing the flow field simulation results of different schemes, we obtained the optimal measure to restore the flow field, namely, a multiple engineering measure combining increased the fish attraction flow in the fish collection pond and the construction of a spur dike. This study offers a solution for the specific case and enhances the database of swimming characteristics of endemic fish in the upstream reaches of the Yangtze River. It also provides a valuable reference for designing fish-attracting flows and potential measures for restoring flow fields in similar future projects.
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  • 文章类型: Journal Article
    单卵双胞胎(MT)中颅内动脉瘤(IA)形成和生长的血流动力学机制仍未得到充分报道。为了部分填补这样的知识空白,这项研究采用了一个经过实验验证的数值模型,根据7个关键的血流动力学参数,比较了3个解剖模型和5个消融研究神经血管模型的血流动力学.数值结果表明,MTs之间的血流动力学存在显着差异,虽然它们有相同的基因,表明基因突变和环境因素可能影响神经血管形态并引起血流动力学变化。在消融研究中虚拟去除IAs后,在双胎A和双胎B中,在分叉的大脑前动脉(ACA)中产生的动脉瘤囊/泡的位置在收缩期峰值处记录了52.9和70.1Pa的局部高瞬时壁剪切应力(IWSS)。分别。在瞬时壁面剪应力梯度(IWSSG)的分布中可以观察到相同的情况,由于积极的血液冲击,双胞胎A为571.1Pa/mm,双胞胎B为301.3Pa/mm,导致IA一代。双胞胎A中接近ACA分叉的开窗复合体可能有助于IA生长和破裂,via.导致116.3Pa的异常IWSS,832.5Pa/mm的IWSSG,振荡剪切指数(OSI)为0.49。由于IA遭受相对较低的IWSS和较高的OSI,因此双胞胎B中的气泡具有很高的进展和可能的破裂风险。此外,IA代可以改变每个相连动脉的血流速度,然后影响相关组织和器官的血液供应。
    Hemodynamic mechanisms of the formation and growth of intracranial aneurysms (IA) in monozygotic twins (MTs) are still under-reported. To partially fill such knowledge gap, this study employed an experimentally validated numerical model to compare hemodynamics in 3 anatomical and 5 ablation study neurovascular models from a rare pair of MTs in terms of 7 critical hemodynamic parameters. Numerical results showed significant differences in hemodynamics between the MTs, although they share the same genes, indicating that genetic mutation and environmental factors might affect neurovascular morphologies and cause hemodynamic changes. After virtual removals of IAs in the ablation study, the locations where the aneurysmal sac/bleb generated in bifurcated anterior cerebral arteries (ACAs) register a locally high instantaneous wall shear stress (IWSS) of 52.9 and 70.1 Pa at the systolic peak in twin A and twin B, respectively. Same scenario can be observed in the distribution of instantaneous wall shear stress gradient (IWSSG), with 571.1 Pa/mm for twin A and 301.3 Pa/mm for twin B due to aggressive blood impingements, leading to IA generation. The fenestrated complex approaching ACA bifurcations in twin A may assist IA growth and rupture, via. Causing abnormal IWSS of 116.3 Pa, IWSSG of 832.5 Pa/mm, and oscillatory shear index (OSI) of 0.49. The bleb in twin B has high risks of progression and possible rupture as the IA suffers relatively low IWSS and high OSI. Additionally, IA generation can change blood flow rates in each connected artery, then affecting blood supplies to associated tissues and organs.
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  • 文章类型: Journal Article
    随着城市的发展,人们更加关注城市的生态建设。这项工作的目的是研究人工湖对城市排水系统中水动力条件的影响。利用Arcgis和SWMM的优势分析降雨过程对城市径流的影响,在研究区建立了“管网+河网+人工湖”的城市洪水模型。在有和没有人工湖的情况下设置了两种场景,并在不同降雨强度下进行了比较分析(0.5a,1a,2a,5a,10a,20a).结果表明,在一定的降雨条件下,人工湖的存在增加了上游河流的峰值流量和流量,并降低了区域排水系统中下游河流的流量和流量。上游通道的峰值流量持续时间增加,在汇合过程中,流量曲线变得平坦;下游段的流量减小,峰值流速变化的幅度减小,更明显的水平部分出现。下游河流出现峰值的时间较早。对下游通道的水动力影响更为显著。人工湖改善排水系统的水动力条件有助于优化研究区低影响开发(LID)措施的布局,并指导其他城市的生态建设。
    With the development of the city, people pay more attention to the ecological construction of the city. The objective of this work was to study the effect of artificial lakes on hydrodynamic conditions in urban drainage systems. With Arcgis and the advantage of SWMM in analyzing the impact of the rainfall process on urban runoff, the urban flooding model of \"pipe network + river network + artificial lake\" was established in the study area. Two scenarios were set up with and without the presence of artificial lakes, and comparative analyses were conducted under the different intensities of rainfall (0.5a, 1a, 2a, 5a, 10a, 20a). The results show that under certain rainfall conditions, the presence of the artificial lake increases the peak flow and rate of upstream streams and decreases the flow and rate of downstream streams in the regional drainage system. The duration of the peak flow rate in the upstream channel increases, and the flow rate curve becomes flat during the confluence; the flow rate in the downstream section decreases, and the magnitude of the peak flow rate change decreases, and a more obvious horizontal section appears. The time of peak occurrence in the downstream river is earlier. The hydrodynamic impact on the downstream channel is more significant. The improvement of hydrodynamic conditions of the drainage system by the artificial lake helps to optimize the layout of low impact development (LID) measures in the study area and also guides ecological construction in other cities.
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  • 文章类型: Journal Article
    尾矿是世界上最大的污染源之一。风和水浸通常被认为是其污染物的主要分布工具。然而,碳酸盐地壳沉淀抵消了痕量有毒元素(TTE)的释放。为了确定Pb的释放方式,Zn,和来自矿山废物的Cd,考虑了垃圾堆的水动力演变。宏观和微观观察,晶粒尺寸,凝聚粒子,密度,水力传导率,还有Pb,Zn,从两个废物堆场的八个钻芯和主成分进行的Cd浓度和层次聚类分析表明,废物堆的物理性质密切控制了TTE的流动性和从尾矿的迁移。获得的数据还表明,上碳酸盐层首先受到风和降雨的侵蚀。然后,不渗透的碳酸盐地壳的形成限制了铅,Zn,和Cd释放。然而,下层的水动力演化是不同的。由于高堆废物沉积物的重量意味着岩石静压力(Pl),DII和DIII垃圾场的地静力比(λ=Pf/Pl)分别优于0.29和0.26。因此,超压流体增加了矿物溶解,包括金属的硫化物和碳酸盐,水力压裂提高了移动TTE和迁移指数的百分比。根据次生孔隙和裂缝体积,受污染的流体通过重复的(多相)流体脉动逐渐被引导到压力不足的驳船(倾倒边缘)。
    Tailings are one of the largest pollutant sources in the world. The wind and water leaching were often considered the main distribution tool of their pollutants. However, the carbonate crust precipitation has negated the trace toxic element (TTE) release. To identify the release mode of Pb, Zn, and Cd from mine wastes, the hydrodynamic evolution of waste piles was considered. The macroscopic and microscopic observation, the grain sizes, cohesion particles, density, hydraulic conductivity, and Pb, Zn, and Cd concentrations performed from eight drill cores of the two waste dumps and the principal component and the hierarchical cluster analysis showed that the physical properties of waste piles closely controlled the TTE mobility and migration from the tailings. The obtained data also showed that the upper carbonate layers were first eroded by wind and rainfall. Then, the formation of an impermeable carbonate crust limited the Pb, Zn, and Cd releases. However, the hydrodynamic evolution of the underneath layers was different. As the high pile waste sediments\' weight meaning the lithostatic pressure (Pl), the geostatic ratios (λ = Pf/Pl) were in DII and DIII dumps superior to 0.29 and 0.26, respectively. Therefore, the overpressured fluids increased the mineral dissolution, including the sulfides and carbonates of metals, and hydraulic fracturing that raised the percentages of the mobile TTE and migration indexes. By the secondary pore and fracture volumes, the polluted fluids were progressively channeled towards the underpressured marge (dumps edge) by repetitive (polyphase) fluid pulsations.
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  • 文章类型: Journal Article
    Glacier-associated hazards are becoming a common and serious challenge to the high mountainous regions of the world. Glacial lake outburst floods (GLOFs) are one of the most serious unanticipated glacier hazards, with the potential to release a huge amount of water and debris in a short span of time, resulting in the loss of lives, property, and severe damage to downstream valleys. The present study used multi-temporal Landsat and Google earth imageries to analyze the spatio-temporal dynamism of the selected glacial lake (moraine-dammed) in the Satluj basin of Western Himalayas. Furthermore, GLOF susceptibility of the lake was assessed using a multi-criteria decision-based method. The results show that the lake area has increased from 0.11 to 0.26 km2 over the past 28 years from 1990 to 2018. The susceptibility index value for the lake was calculated as 0.75, which indicates that the lake is highly susceptible to the GLOF. The depth and volume of the lake were estimated to be 16 m and 57 × 105 m3, respectively, using an empirical formula. HEC-RAS, HECGeo-RAS, and Arc-GIS software were utilized in this study to perform unsteady flow analysis and to determine the GLOF impact on the downstream area. The worst-case GLOF scenario (breach width of 75 m) was revealed during an overtopping failure of the moraine dam, resulted in a peak discharge of 4060 m3/s and releasing a total water volume of 57 × 105 m3. The breach hydrograph has been routed to calculate the spatial and temporal distribution of peak flood, inundation depth, velocity, water surface elevation, and flood peak arrival time along the river channel. The analysis further reveals that the routed flood waves reach the nearest settlement, i.e., Rajpur town, situated at a distance of 102 km in the downstream valley of the lake at 6 h after the beginning of the lake breach event with a peak discharge/flood of 1757 m3/s and maximum flow velocity of 1.5 m/s. With the ongoing climate warming and glacier retreat, moraine-dammed lakes are becoming more hazardous and thus increasing the total threat. Therefore, it is mandatory to monitor and assess such lakes at regular intervals of time to lessen the disastrous impacts of GLOFs on the livelihood and infrastructure in the downstream valleys. The findings of this study will aid in the creation of risk management plans, preparatory tactics, and risk reduction techniques for GLOF hazards in the region.
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