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Evaluation of approaches to estimate discharge indices based on mean sediment load for suspended sediment transport in South Indian catchments 基于南印度流域悬沙运输平均泥沙负荷估算流量指数的方法评价
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-11-04 DOI: 10.1080/15715124.2021.2000426
S. Maheshwari, S. Chavan
ABSTRACT Discharge indices based on mean sediment load such as fraction-load (f-load) discharge and functional-equivalent discharge represent long-term sediment transfer through river networks. These discharge indices can be used as design flows for the restoration of river channels and in geomorphic and eco-hydrologic studies. In this paper, lognormal distribution-based and Gamma distribution-based Magnitude-Frequency Analysis (MFA) approaches are evaluated to determine reliable estimates of discharge indices for suspended sediment transport in South Indian catchments. The discharge indices are estimated by considering (i) total suspended sediment load and (ii) fine, medium, and coarse suspended sediment loads, separately, as various fractions of suspended sediments have different hydraulic characteristics, transport behaviour, and effect on the ecological system. Results indicate that the lognormal distribution being heavy-tailed tends to assign considerable frequency densities to higher discharges which results in unreliable and magnified estimates of mean sediment load and subsequent discharge indices for most of the catchments. Overall, the Gamma distribution-based MFA approach is found to yield reliable estimates of the f-load discharge and functional-equivalent discharge in comparison to the lognormal distribution-based MFA approach.
摘要基于平均输沙量的流量指数,如分数负荷(f-load)流量和功能当量流量,代表了通过河网的长期输沙。这些流量指数可作为河道恢复以及地貌和生态水文研究的设计流量。本文对基于对数正态分布和基于伽玛分布的幅频分析(MFA)方法进行了评估,以确定南印度集水区悬移质输运流量指数的可靠估计值。流量指数是通过分别考虑(i)总悬浮泥沙量和(ii)细、中、粗悬浮泥沙量来估计的,因为悬浮泥沙的不同部分具有不同的水力特性、运输行为和对生态系统的影响。结果表明,重尾对数正态分布倾向于为较高的流量分配相当大的频率密度,这导致对大多数集水区的平均输沙量和随后的流量指数的估计不可靠和放大。总体而言,与基于对数正态分布的MFA方法相比,基于伽马分布的MFA方法可以可靠地估计f载荷放电和功能等效放电。
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引用次数: 4
Critical evaluation of the hydrological, biological and sociological impacts of the implementation of flood control check dams in the Upper Marikina River Basin Protected Landscape, Philippines 菲律宾上马里基纳河流域保护景观实施防洪拦水坝的水文、生物和社会学影响的关键评估
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-11-04 DOI: 10.1080/15715124.2021.2000427
Rej Winlove M. Bungabong, W. Hadwen, L. Padilla
ABSTRACT Check dams, installed to control sediment and flood risk along streams, can significantly influence the hydrology and ecology of aquatic ecosystems. Few studies assessing its impacts have been done in some countries, however, such has not been the case in the Philippines. Implementation of check dam projects in the Philippines has not been paired with monitoring and evaluation strategies to determine their success or impacts in relation to their objective to manage sediment and flow. This study focused on assessing check dams impacts on hydrology, biology, and stakeholders reflection on check dam purpose and success in Upper Marikina River Basin Protected Landscape (UMRBPL), Philippines. To explore the balance in socioeconomic and ecological sustainability of check dam installation, interviews with stakeholders revealed a wide range of perceptions around the project’s success and potential impacts. The findings revealed a clear need for the enhancement of the enabling environment (i.e. data baselining and implementation of management strategies) and institutional arrangements (i.e. coordinated management action). There is also an urgent need for the development of management instruments (i.e. monitoring and evaluation programme and communication and awareness strategy) to improve stakeholders’ understanding of the project’s objectives and outcomes and to improve sustainable management throughout UMRBPL.
摘要:拦河坝是控制河流泥沙和洪水风险的重要设施,对水生生态系统的水文生态具有重要影响。一些国家很少进行评估其影响的研究,但菲律宾的情况并非如此。在菲律宾,拦河坝项目的实施没有与监测和评估战略相结合,以确定其成功与否或对其管理泥沙和水流目标的影响。本研究的重点是评估菲律宾上马里基纳河流域保护景观(UMRBPL)中止回坝对水文、生物学的影响,以及对止回坝目的和成功的利益相关者的反思。为了探讨水坝建设在社会经济和生态可持续性方面的平衡,与利益相关者的访谈揭示了对项目成功和潜在影响的广泛看法。调查结果表明,显然需要加强有利的环境(即数据基线和管理战略的执行)和体制安排(即协调的管理行动)。还迫切需要制定管理手段(即监测和评价方案以及沟通和认识战略),以提高利益攸关方对项目目标和成果的了解,并改善整个区域规划和规划项目的可持续管理。
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引用次数: 0
Relationship between fractal dimensions of stream and morphometric characteristics of basin for the soil conservation from water erosion 河流分形维数与流域水土保持形态特征的关系
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-09-23 DOI: 10.1080/15715124.2021.1981353
Sepideh Mofidi, A. Mohammadi Torkashvand, A. Moeini, E. Pazira, H. Ahmadi
ABSTRACT The network of streams continuously changes its location based on time, environmental factors and human interventions. It is very important to study the stream changes in order to provide management solutions for soil conservation. One of the new methods in this regard is to use fractal geometry. The purpose of this study was to investigate the relationship between fractal and morphometric characteristics of the basin and the possibility of fast, low-cost and accurate management of the stream network based on this relationship. For this purpose, using data basic maps, drainage networks map and digital elevation model (10 m) of the ground by ArcGIS 10.7 was prepared. Then applying the rules of the Horton–Strahler river network, fractal dimensions were calculated to examine the relationship between fractal dimensions, and some rivers’ geomorphic features were investigated. Finally, by entering the data obtained from the calculations in SPSS 22 and Curve Expert software, the morphometric characteristics of the basin associated with the fractal dimensions were investigated. In the Curve Expert software, the exponential, logarithmic, linear and power models of the dependent variable (fractal dimension) and the independent variable (morphometric characteristics) were investigated and the model that had the higher determination coefficient and was significant in SPSS 22 software for the nonlinear univariate regression was selected and introduced as the appropriate model for the relationship between the two studied variables. Results showed that the fractal dimension of stream branch, the fractal dimension of drainage density and the fractal dimension of total basin area were 1.84, 0.71 and 1.46, respectively. The results also showed that the fractal dimension of watersheds has meaningful relations with factors such as shape form, area, bifurcation ratio and length ratio in the watersheds. Due to the importance of stream characteristics in the management of watersheds in terms of flood, erosion and soil conservation, the fractal models can be used to make quick and accurate decisions about the stream management.
河流网络根据时间、环境因素和人为干预不断改变其位置。研究河流变化,为土壤保持提供管理解决方案具有重要意义。在这方面的新方法之一是使用分形几何。本研究的目的是探讨流域分形特征和形态特征之间的关系,以及基于这种关系对水系进行快速、低成本和精确管理的可能性。为此,利用ArcGIS 10.7软件编制了数据基础图、水系网图和地面10 m数字高程模型。然后应用Horton-Strahler河网规则,计算分形维数,考察分形维数之间的关系,并对部分河流的地貌特征进行研究。最后,在SPSS 22和Curve Expert软件中输入计算得到的数据,研究与分形维数相关的盆地形态计量学特征。在Curve Expert软件中,对因变量(分形维数)和自变量(形态特征)的指数模型、对数模型、线性模型和幂模型进行了研究,选择了在SPSS 22软件中非线性单变量回归中决定系数较高且显著的模型,并将其引入作为研究变量之间关系的合适模型。结果表明:流域支流分形维数、流域密度分形维数和流域总面积分形维数分别为1.84、0.71和1.46;流域分形维数与流域形态、流域面积、分岔率、流域长度比等因素有显著关系。由于河流特征在流域洪水、侵蚀和水土保持管理中的重要性,分形模型可用于流域河流管理的快速、准确决策。
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引用次数: 1
Effects of morphometric characteristics on flood in Degirmendere sub-watersheds, Northeastern Turkey 形态计量特征对土耳其东北部Degirmendere次流域洪水的影响
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-09-23 DOI: 10.1080/15715124.2021.1981355
Necla Koralay, Ö. Kara
ABSTRACT Watershed morphometry refers to the connections between systems of a watershed, such as hydrology, geology, vegetation, and topographic structure. The topographic and hydrological characteristics of the watershed have a great impact on vegetation, retention of rainwater in the soil, and its transformation into runoff, flood, and landslide occurring in the watershed. In this study, watershed morphometric analysis of the Altindere, Zigana and Catak subwatersheds located upstream of the Degirmendere watershed in Turkey was conducted, and the potential of producing floods related to these features was investigated. As the study area, Trabzon Degirmendere subwatersheds were chosen due to flood and landslide events that have occurred in the past and caused loss of life and property damage. By considering the linear, areal, and relief morphometric properties of each subwatershed, their flood effect levels and potentials are revealed. ArcGIS software was used in the analysis. Digital Elevation Model (DEM) with a resolution of 10 m produced from 1:25,000 scale topographic maps was used as a base for the evaluation of these parameters. As a result of this study, when evaluated in terms of the morphometric properties of the watersheds, it was determined that the Zigana subwatershed has the greatest impact on flood production. This study is intended to guide decision-makers to anticipate floods and flood events that will occur in the watersheds in the future.
流域形态计量学是指流域水文、地质、植被和地形结构等系统之间的联系。流域的地形和水文特征对流域的植被、雨水在土壤中的滞留、转化为径流、洪水和滑坡等有很大的影响。本研究对位于土耳其Degirmendere流域上游的Altindere、Zigana和Catak流域进行了流域形态计量学分析,并研究了与这些特征相关的洪水发生潜力。选择Trabzon Degirmendere流域作为研究区域,是因为过去曾发生过洪水和滑坡事件,造成了生命财产损失。通过考虑各小流域的线性、面积和地形形态特征,揭示其洪水效应水平和潜力。分析采用ArcGIS软件。利用1:25 000比例尺地形图生成的分辨率为10 m的数字高程模型(DEM)作为评估这些参数的基础。根据本研究的结果,在对流域的形态特征进行评估时,确定了Zigana子流域对洪水产生的影响最大。本研究旨在指导决策者预测未来流域将发生的洪水和洪水事件。
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引用次数: 3
Assessment and mapping of flash flood hazard severity in Jordan 约旦山洪灾害严重程度的评估和制图
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-09-23 DOI: 10.1080/15715124.2021.1981354
Lubna AlMahasneh, Doaa Abuhamoor, K. Al Sane, N. Haddad
ABSTRACT Flash flood is among the most catastrophic hazards worldwide. Jordan has been witnessing unusual shocks of flash floods with regular intervals. It is best described as sudden events involving ‘too much water in too little time’. This study aims at presenting flash flood assessment and producing a potential flood hazard severity map. The GIS-based hydrology assessment was carried out using Rational model. The model integrates biophysical characteristics of the basin and the hydrometrological information. The range of peak discharge was around 5 MCM in the Jordan Valley to 65 MCM in W. Hammad basin. Flood hazard severity map was produced based on Integrated Context Analysis approach (ICA) at surface basin's level. It has been shown that 17.6% of Jordan's area is categorized into ‘high’ class hazard severity. The study provides consistent information at a national-scale on flood hazard reclassification to support the development of the implementation of flood management policy of flood mitigation activities. Also, it proves the usefulness of GIS technology in model preparation and parameterizations.
摘要山洪暴发是世界范围内最具灾难性的灾害之一。约旦经常发生罕见的山洪暴发。它最好被描述为涉及“在太短的时间内用太多的水”的突发事件。本研究旨在进行山洪评估,并绘制潜在的洪水灾害严重程度图。利用Rational模型进行了基于GIS的水文评价。该模型综合了盆地的生物物理特征和水文气象信息。约旦河谷的洪峰流量约为500万立方米,而哈马德河流域的洪峰流量为6500万立方米。基于综合上下文分析方法(ICA),在地表流域层面绘制了洪水灾害严重程度图。研究表明,约旦17.6%的地区属于“高”级危险严重程度。该研究在全国范围内提供了关于洪水灾害重新分类的一致信息,以支持制定防洪活动的洪水管理政策。同时,也证明了GIS技术在模型准备和参数化方面的实用性。
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引用次数: 2
Effects of pile-cap elevation on scour and turbulence around a complex bridge pier 承台高程对复杂桥墩冲刷湍流的影响
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-09-19 DOI: 10.1080/15715124.2021.1973016
Priyanka Gautam, T. Eldho, M. Behera
ABSTRACT In this study, the local scour and the associated flow hydrodynamics around a complex pier with rectangular pile-cap at three different pile-cap elevations are investigated. The pile-cap elevations were selected with respect to the initial sand bed, such that the pile-cap was unexposed (case I), partially exposed (case II), and fully exposed (case III) to the flow. The experiments were performed in a recirculating flume under clear-water scour conditions, and the instantaneous flow velocity was obtained at different vertical planes using the particle image velocimetry (PIV) technique. The partially exposed pile-cap case showed the maximum obtained scour-depth (MSD). The reason behind the MSD occurrence in case II was enunciated through the analysis of turbulent flow field which showed that as the pile-cap got exposed to the flow, it dominantly affected the generation of vortices from the pile-cap corners responsible for the higher scour depth. The effect of the pile-cap on the flow field was prominently seen in case III through the mean velocities, vorticity, Reynolds shear stresses and turbulent kinetic energy contours, but since the pile-cap was away from the bed, the pile-cap corners did not show any direct effect on the scour.
摘要:本文研究了矩形承台复杂桥墩在三种不同承台高程下的局部冲刷及相关水流动力特性。根据初始砂层选择桩帽高程,使桩帽未暴露(情况I)、部分暴露(情况II)和完全暴露(情况III)。实验在清水冲刷条件下的循环水槽中进行,采用颗粒图像测速(PIV)技术获得了不同垂直平面上的瞬时流速。部分暴露的桩帽显示最大冲刷深度(MSD)。通过对湍流流场的分析,阐明了工况II中MSD发生的原因。分析表明,随着桩帽暴露于水流中,主要影响了冲刷深度较高的桩帽角涡的产生。通过平均速度、涡量、雷诺剪应力和湍流动能等高线可以明显看出桩帽对流场的影响,但由于桩帽远离河床,桩帽角对冲刷没有直接影响。
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引用次数: 4
Drag coefficient of in-line emergent vegetation in open channel flow 明渠水流中顺行突发性植被的阻力系数
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-09-06 DOI: 10.1080/15715124.2021.1961796
A. D’Ippolito, F. Calomino, G. Alfonsi, A. Lauria
ABSTRACT Along the banks of rivers, trees and bushes are often planted in a single line. In the case of trees, the trunks are simulated in hydraulic laboratories by a set of cylinders, and the drag coefficient can be estimated with the use of various different methodologies, including by direct measurement, using the momentum equation, equating turbulence intensity and drag force, numerical modeling, and genetic programming. However, for the sake of simplicity, many equations have been proposed in the scientific literature that allows its immediate estimation. Some of these equations are used in this work to verify their ability to reproduce experimental data obtained for in-line cylinders by Mulahasan and Stoesser ([2017]. Flow resistance of in-line vegetation in open channel flow. International Journal of River Basin Management, 15(3), 329–334. https://doi.org/10.1080/15715124.2017.1307847), who obtained the drag force by applying the momentum equation. Several statistical descriptors have been used for this purpose. We found that the equations derived from staggered and random arrangements generally overestimate by a large amount the CD values; instead, a few relationships and in particular one derived from a squared arrangement provide much better results.
摘要沿着河岸,树木和灌木通常种植在一条线上。就树木而言,树干在水力实验室中由一组圆柱体模拟,阻力系数可以使用各种不同的方法进行估计,包括直接测量、使用动量方程、将湍流强度和阻力等同起来、数值建模和遗传编程。然而,为了简单起见,科学文献中提出了许多方程,允许对其进行即时估计。本工作中使用了其中一些方程来验证其再现Mulahasan和Stoesser([2017])获得的直列圆柱体实验数据的能力。明渠水流中直列植被的流动阻力。国际流域管理杂志,15(3),329–334。https://doi.org/10.1080/15715124.2017.1307847),他通过应用动量方程获得了阻力。为此使用了几种统计描述符。我们发现,从交错和随机排列中导出的方程通常会大量高估CD值;相反,一些关系,特别是从平方排列中导出的关系,提供了更好的结果。
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引用次数: 7
Modelling of streamflow before and after dam construction in the Mono River Basin in Togo-Benin, West Africa 西非多哥-贝宁莫诺河流域大坝建设前后的水流模拟
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-08-22 DOI: 10.1080/15715124.2021.1969943
H. Djan'na Koubodana, J. Adounkpe, K. Atchonouglo, Koffi Djaman, I. Larbi, Y. Lombo, K. Kpemoua
ABSTRACT The sub-tropical region of West Africa is not only vulnerable to the negative effects of climate change but also to the changes in land management. The goal of this study was to model streamflow in the Mono River Basin (MRB) for the period before (1964–1986) and after (1988–2011) dam construction. The Soil and Water Assessment Tool (SWAT) using input data such as a digital elevation model, soil and land use, and daily climate data model was set up, calibrated and validated for the period before dam construction (SIM1) and after dam construction (SIM2). The model sensitivity analysis, calibration and uncertainty analysis were performed based on daily observed streamflow using the Sequential Uncertainty Fitting procedure (SUFI-2) algorithm. The change in seasonal and annual streamflow between SIM1 and SIM2 was assessed and linked with land use/cover change between 1975 and 2000. The SWAT model shows satisfactory performance with Kling-Gupta Efficiency (KGE) ≥ 0.60 and percent bias |PBIAS| ≤ ±20 during calibration and KGE ≥ 0.50 and |PBIAS| ≤ ±15 during validation of SIM1 and SIM2. The results further showed that the construction of the dam affected the hydrological system of the catchment with a change in annual average streamflow between SIM1 and SIM2 of −14.13%, −19.86% and 3.66% at Athiéme, Tététou and Corrokope stations, respectively. The simulated average streamflow amplitude of SIM2 has decreased globally compared to SIM1. Therefore, the changes detected in land use/cover may have affected the average streamflow in response to the difference in amplitude simulated streamflow of SIM1 and SIM2. The finding of this analysis demonstrated that the impacts of dam construction on streamflow are challenging and crucial for water resource management in MRB.
摘要西非亚热带地区不仅容易受到气候变化的负面影响,而且容易受到土地管理变化的影响。本研究的目标是对莫诺河流域(MRB)大坝施工前(1964–1986)和施工后(1988–2011)的流量进行建模。土壤和水评估工具(SWAT)使用输入数据,如数字高程模型、土壤和土地利用以及每日气候数据模型,在大坝施工前(SIM1)和大坝施工后(SIM2)建立、校准和验证。模型灵敏度分析、校准和不确定度分析基于每日观测流量,使用顺序不确定度拟合程序(SUFI-2)算法进行。对SIM1和SIM2之间的季节性和年度流量变化进行了评估,并将其与1975年至2000年间的土地利用/覆盖变化联系起来。SWAT模型在Kling Gupta效率(KGE)下表现出令人满意的性能 ≥ 0.60和偏差百分比|PBIAS| ≤ 校准期间±20和KGE ≥ 0.50和|PBIAS| ≤ SIM1和SIM2验证期间的±15。结果进一步表明,大坝的建设影响了流域的水文系统,在Athiéme、TéTétou和Corrokope站,SIM1和SIM2之间的年平均流量变化分别为−14.13%、−19.86%和3.66%。与SIM1相比,SIM2的模拟平均流量振幅在整体上有所下降。因此,检测到的土地利用/覆盖变化可能影响了SIM1和SIM2模拟流量振幅差异的平均流量。该分析结果表明,大坝建设对径流的影响对MRB的水资源管理具有挑战性和关键性。
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引用次数: 4
Forcing uncertainty and salinity response to dredging in a tidal freshwater river 潮汐淡水河疏浚的强迫不确定性和盐度响应
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-08-17 DOI: 10.1080/15715124.2021.1961795
Robert L. Miller
ABSTRACT This study evaluates the salinity response to dredging under different forcing regimes for a 75-kilometer segment of the flood-prone Vermilion River located in coastal Louisiana, USA. The Vermilion is a tidal freshwater river affected by baseflow regulation, rapid urbanization, and hydromodification. This river also serves as major freshwater resource for the region. An efficient one-dimensional model calibrated previously for stage and water temperature is used to analyse the salinity impacts due to a large-scale flood control dredging. The analysis is based on 200 alternative scenarios based on combinations of uncertain key forcing variables for a critical 13-day intrusion period. The analysis reveals a nonlinear effect on mean salinities and position of the brackish water limit as a function of uncertain forcing variables. Dredging also increases the variability of salinity encroachment effects due to uncertainty in future forcing conditions (e.g. relative sea level rise, baseflow diversion volumes, and salinities at the river mouth). The robust analysis presented here provides a foundation for future model-based assessments of under-studied tidal freshwater rivers and provides key insights for coastal management and sustainability efforts in general.
摘要本研究评估了美国路易斯安那州沿海易发洪水的弗米利翁河75公里河段在不同强迫条件下对疏浚的盐度响应。弗米利翁是一条受基流调节、快速城市化和水力改良影响的潮汐淡水河。这条河也是该地区的主要淡水资源。使用先前针对水位和水温校准的有效一维模型来分析大规模防洪疏浚对盐度的影响。该分析基于200种替代场景,这些场景基于关键13天入侵期内不确定关键强制变量的组合。该分析揭示了作为不确定强迫变量的函数的对平均盐度和微咸水极限位置的非线性影响。由于未来强迫条件的不确定性(如相对海平面上升、基流分流量和河口盐度),疏浚还会增加盐度侵蚀效应的可变性。本文提供的稳健分析为未来对研究不足的潮汐淡水河进行基于模型的评估奠定了基础,并为沿海管理和总体可持续性工作提供了关键见解。
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引用次数: 3
Impact of Jordanelle Dam on sedimentological and ecohydrological regimes of the Provo River, Utah, USA Jordanelle大坝对美国犹他州普罗沃河沉积学和生态水文状况的影响
IF 2.5 Q3 WATER RESOURCES Pub Date : 2021-08-17 DOI: 10.1080/15715124.2021.1961793
S. Walther, Adriana E. Martinez, B. K. Greenfield
ABSTRACT The impact of large dams primarily built in the 1950s and 1960s has been extensively studied; more recent dam construction often occurs alongside habitat restoration activities, which have the potential to mitigate impacts. Jordanelle Dam on the Provo River, constructed in 1992, is economically and ecologically important to the region. This study aims to elucidate the effects of the dam on the sediment distribution and mobility of the river to inform future management of the system. Due to decreased flows, gravels (D16, D50) downstream of the dam are generally larger and subsurface grains are significantly coarser (p < 0.05), than those upstream of the dam. Further, the flow required to mobilize sediment is larger downstream of the dam and occurs rarely, leading to less mobile sediment and a more stable channel. The reduced mobility of sediment below the dam has decreased channel complexity. Much of the mobile sediment below the dam may be supplied from an unaltered river reach, rather than upstream mobilization. This sediment is vital to trout habitat, an important aspect of the recreation economy of the region. Monitoring changes in grain size distribution below the dam is necessary to prevent the loss of this valuable resource through diminished spawning habitat.
主要建于20世纪50年代和60年代的大型水坝的影响已被广泛研究;最近的大坝建设通常与栖息地恢复活动同时进行,这些活动有可能减轻影响。普罗沃河上的Jordanelle大坝建于1992年,对该地区具有重要的经济和生态意义。本研究旨在阐明大坝对河流泥沙分布和流动性的影响,为该系统的未来管理提供信息。由于流量减少,大坝下游的砾石(D16、D50)通常较大,地下颗粒明显较粗(p < 0.05),高于大坝上游。此外,调动泥沙所需的流量在大坝下游更大,很少发生,导致泥沙流动性更小,河道更稳定。大坝下方沉积物流动性的降低降低了河道的复杂性。大坝下方的大部分流动沉积物可能来自未经改变的河段,而不是上游动员。这些沉积物对鳟鱼栖息地至关重要,鳟鱼栖息地是该地区休闲经济的一个重要方面。监测大坝下方粒度分布的变化是必要的,以防止这种宝贵资源因产卵栖息地减少而流失。
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引用次数: 2
期刊
International Journal of River Basin Management
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