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Formation condition for concave-bank deposition in the meanders of the Middle Yangtze River and its application 长江中游河道凹岸沉积的形成条件及其应用
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-22 DOI: 10.1016/j.ijsrc.2024.06.005
Xin Liu , Junqiang Xia , Shanshan Deng , Meirong Zhou , Koen Blanckaert
In what kind of meanders concave-bank deposition (CBD) can occur remains an open question. This study investigated the characteristics and major influencing factors of CBD in the meanders of the Middle Yangtze River (MYR), and proposed a formation condition for CBD. Concave-bank deposition occurred in 10 of 23 meanders in the MYR, including two types: counter point bar (CPB) and concave-bank bench (CBB). CPB occurred in both mildly-curved and sharp bends, while CBB only occurred in sharp bends. Hydrodynamic conditions and sediment supply are two major factors controlling the formation of CBD. The incoming sediment load remained in an amount of 0.68 × 108 t/y at Jianli and 0.77 × 108 t/y at Luoshan after Three Gorges Project operation, therefore, CBD development was not limited by a lack of sediment and instead is mainly dependent on the hydrodynamic conditions in the MYR. Flow separation zones were observed in the typical CBD-type bends of the MYR, which indicated that CBD was the result of flow separation or recirculation. An adverse longitudinal water surface gradient is the necessary condition for the formation of concave-bank flow separation. Therefore, a formation condition for CBD was proposed based on this assumption, which considered the combined effects of channel resistance, riverbed slope, channel widening, and curvature. CBD happens when the channel widening and curvature terms are greater than the channel resistance and longitudinal channel slope terms. The proposed condition was verified based on the data of the 23 bends in the MYR and 26 bends in 12 other rivers. The results indicated that more than 85% of the bends were correctly identified. Therefore, the proposed formation condition provided considerably high accuracy.
在什么样的河曲中会出现凹岸沉积(CBD)仍是一个未决问题。本研究探讨了长江中游河曲凹岸沉积的特征及其主要影响因素,并提出了凹岸沉积的形成条件。在长江中游 23 条河道中,有 10 条河道出现了凹岸沉积,包括两种类型:反点条形沉积(CPB)和凹岸台形沉积(CBB)。CPB 出现在轻度弯曲和急弯处,而 CBB 仅出现在急弯处。水动力条件和泥沙供应是控制 CBD 形成的两个主要因素。三峡工程运行后,监利和罗山的泥沙入库量分别保持在 0.68×10 吨/年和 0.77×10 吨/年,因此,CBD 的发育并不受制于泥沙的缺乏,而主要取决于多年河道的水动力条件。在马家河典型的 CBD 型弯道中观察到了分流区,这表明 CBD 是分流或再循环的结果。不利的纵向水面梯度是形成凹岸分流的必要条件。因此,根据这一假设,考虑到河道阻力、河床坡度、河道加宽和曲率的综合影响,提出了 CBD 的形成条件。当河道加宽和曲率项大于河道阻力和河道纵坡项时,就会出现 CBD。根据马约河 23 个弯道和其他 12 条河流 26 个弯道的数据,对提出的条件进行了验证。结果表明,85% 以上的弯道被正确识别。因此,所提出的形成条件具有相当高的准确性。
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引用次数: 0
Modeling flow resistance and geometry of dunes bed form in alluvial channels using hybrid RANN–AHA and GEP models 利用 RANN-AHA 和 GEP 混合模型模拟冲积河道中的流动阻力和沙丘床面的几何形状
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-16 DOI: 10.1016/j.ijsrc.2024.08.002
Riham Ezzeldin, Mahmoud Abd-Elmaboud
Dunes formation in sandy rivers significantly impacts flow resistance, subsequently affecting water levels, flow velocity, river navigation, and hydraulic structures performance. Accurate prediction of flow resistance and dune geometry (length and height) is essential for environmental engineering and river management. The current paper introduces two models to evaluate the flow resistance and geometry of dunes formed in sand-bed channels. The first model, RANN–AHA is a hybrid artificial intelligence model using the recurrent artificial neural network (RANN) linked with the artificial hummingbird optimization algorithm (AHA) to optimize the biases and weights of the neural network model. The second model uses gene expression programming (GEP) as a nonlinear approach based on a genetic algorithm (GA) and genetic programming (GP) to explicitly determine dune characteristics. For both models, the input parameters include flow and sediment characteristics, while Manning's roughness coefficient (nM), and relative dune height, h/H or h/L, were used as output parameters where h is the dune height, H is the flow depth above the dune crest, and L is the dune length. Five different published flume data sets were compiled for the analysis. Sensitivity analysis was done using different combinations of input parameters. It was found that the combination of hydraulic radius divided by median diameter (RH/d50), Reynolds number (Re), Particle densimetric Froude number (F∗), and grain Froude number (FG) yielded the best prediction accuracy for estimating Manning nM and relative height, h/H or h/L, with a root mean square error (RMSE) = 0.00027, 0.0504, and 0.0078 and a correlation coefficient (R) = 0.9989, 0.942, and 0.9272, respectively. Model verification proved that the RANN–AHA model outperformed the GEP model and most of the previous studies available in the literature when predicting the roughness coefficient and dune geometry in sand bed channels.
多沙河流中沙丘的形成会严重影响水流阻力,进而影响水位、流速、河流航运和水工建筑物的性能。准确预测流动阻力和沙丘几何形状(长度和高度)对于环境工程和河流管理至关重要。本文介绍了两个模型,用于评估沙床河道中形成的沙丘的流动阻力和几何形状。第一个模型 RANN-AHA 是一个混合人工智能模型,使用循环人工神经网络 (RANN) 与人工蜂鸟优化算法 (AHA) 相结合来优化神经网络模型的偏置和权重。第二个模型使用基因表达编程(GEP)作为基于遗传算法(GA)和遗传编程(GP)的非线性方法,明确确定沙丘特征。对于这两个模型,输入参数包括水流和沉积物特征,而曼宁粗糙度系数()和沙丘相对高度/或/则被用作输出参数,其中为沙丘高度,为沙丘顶上的水流深度,为沙丘长度。为进行分析,汇编了五个不同的已公布水槽数据集。使用不同的输入参数组合进行了敏感性分析。结果发现,水力半径除以中值直径 (/)、雷诺数 (Re)、颗粒密度测量弗劳德数 (∗) 和颗粒弗劳德数 ()的组合在估算曼宁和相对高度 / 或 / 时具有最佳预测精度,均方根误差 (RMSE) 分别为 0.00027、0.0504 和 0.0078,相关系数 () 分别为 0.9989、0.942 和 0.9272。模型验证证明,RANN-AHA 模型在预测沙床河道的粗糙度系数和沙丘几何形状时,优于 GEP 模型和大多数先前的文献研究。
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引用次数: 0
Soil erosion risk assessment of the Lakhmess watershed (northwestern Tunisia) via the SEAGIS model: Inferred prioritization of risky sub-watersheds 通过 SEAGIS 模型对 Lakhmess 流域(突尼斯西北部)进行土壤侵蚀风险评估:推断风险子流域的优先次序
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-10 DOI: 10.1016/j.ijsrc.2024.08.001
Afef Marghmi , Lilia Ben Cheikha , Amina Mabrouk El Asmi , Moncef Gueddari
Water erosion in Tunisian semi-arid regions causes harmful effects by silting reservoirs and reducing agricultural lands and soil fertility. Several factors are involved in the erosion process: rain erosivity, soil fragility, and degraded land cover on steep slopes associated with the intensification of inappropriate human practices. Thus, identifying erosion vulnerable sub-watersheds based on the assessed soil loss rate is very important to apply suitable conservation measures. The current research aimed to prioritize risky areas in the Lakhmess watershed, north-west Tunisia via the Soil Erosion Assessment using Geographical Information System (SEAGIS) model. To prioritize sub-watersheds vulnerable to soil erosion and sediment yield, the Lakhmess watershed, covering an area of 162 km2, was divided into 16 sub-watersheds (L1–L16), according to the hydrographic network. Then, the mean annual soil erosion rate and the mean annual sediment yield in the watershed were estimated by integrating the Revised Universal Soil Loss Equation (RUSLE) and the Sediment Delivery Ratio (SDR) in the SEAGIS model and their spatial distribution was determined. The obtained results indicate that the estimated average annual soil erosion rate is 4.2 t/ha/y and the annual sediment yield is 2.6 t/ha/y. Maner's SDR model was selected as the best model for estimating SY, with standard error, standard deviation, and coefficient of variation values of 0.75%, 0.01, and 0.45%, respectively. The prioritization of the Lakhmess sub-watersheds based on the estimated soil loss rate reveals that among the 16 sub-watersheds, three sub-watersheds (L10, L12, and L15) were identified as being in a very high priority soil erosion class. The high soil erosion rate and sediment yield in these sub-watersheds is explained by the steep slope and a high rainfall erosivity factor. Six sub-watersheds (L2, L4, L5, L6, L7, and L16) were found to belong to a very low priority soil erosion class, as they are characterized by a very gentle slope, which appears to be an extremely determining factor. These findings constitute a basis for decision makers to plan effective conservation measures to conserve agricultural lands, soil, and water resources in northwestern Tunisia.
突尼斯半干旱地区的水土流失造成水库淤塞、农田减少和土壤肥力下降等有害影响。水土流失过程涉及多个因素:雨水的侵蚀性、土壤的脆弱性以及与人类不当行为加剧有关的陡坡土地覆盖退化。因此,根据评估的土壤流失率确定易受侵蚀的次级流域对于采取适当的保护措施非常重要。目前的研究旨在通过使用地理信息系统(SEAGIS)模型进行土壤侵蚀评估,确定突尼斯西北部拉赫梅斯流域风险区域的优先次序。为了确定易受土壤侵蚀和泥沙产生影响的子流域的优先次序,根据水文地理网络,将面积为 162 千米的拉赫梅斯流域划分为 16 个子流域(L1-L16)。然后,利用 SEAGIS 模型中的修订通用土壤流失方程(RUSLE)和泥沙输移比(SDR),估算了流域的年平均土壤侵蚀率和年平均泥沙输移量,并确定了它们的空间分布。结果表明,估计年平均土壤侵蚀率为 4.2 吨/公顷/年,年泥沙产量为 2.6 吨/公顷/年。Maner 的 SDR 模型被选为估算 SY 的最佳模型,其标准误差、标准偏差和变异系数值分别为 0.75%、0.01 和 0.45%。根据估算的土壤流失率对拉克梅斯分流域进行优先级排序后发现,在 16 个分流域中,有 3 个分流域(L10、L12 和 L15)被确定为土壤侵蚀优先级极高的流域。这些次级流域的土壤侵蚀率和泥沙产量较高的原因是坡度陡峭和降雨侵蚀系数较高。六个次级流域(L2、L4、L5、L6、L7 和 L16)被认定为属于极低优先级的土壤侵蚀等级,因为它们的特点是坡度非常平缓,这似乎是一个极其重要的决定因素。这些发现为决策者规划有效的保护措施提供了依据,以保护突尼斯西北部的农田、土壤和水资源。
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引用次数: 0
Sustainable systems engineering by CFD modeling of lateral intake flow with flexible gate operations to improve efficient water supply 可持续系统工程,通过 CFD 对横向取水口水流进行建模,采用灵活的闸门操作,提高供水效率
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.ijsrc.2024.05.003

Lateral intakes are very important for diverting a portion of the river flow and providing the proper flow depth. In cases where small dams are used to operate and control the river's water level for the intake and to meet downstream water needs, the opening and closing of the dam gates before the construction of the intake and during its operation are important. In the current study, the problem of reducing the water head in the intake basin of the Hemmat dam pumping station, especially in the seasons of low water and the accumulation of sediment in the intake inlet of the Hemmat dam located in the Khuzestan province of Iran, has been investigated. Focusing on different arrangements of opening and closing gates, using a spur dike and flow rates of 143, 100, 62, 32, and 12 m3/s to investigate velocity changes and the depth of flow at the water inlet, computational fluid dynamics (CFD) simulations were done. With the spur dike, the water intake efficiency is increased by 384% compared to the project's current state (operation without any flow control structure), and the hydraulic conditions resulting in sedimentation are eliminated. The flow depth of the water intake channel, with the spur dike, increases by 10% compared to the condition without it. It is worth mentioning that gate management also affects water supply efficiency. The results of the current study are a good example of the successful application of computer simulations for sustainable systems engineering.

侧向取水口对于分流部分河水和提供适当的水流深度非常重要。在使用小型水坝来操作和控制河流水位以满足取水口和下游用水需求的情况下,取水口建造前和运行期间水坝闸门的开启和关闭非常重要。本研究调查了降低 Hemmat 大坝泵站取水口流域水头的问题,尤其是在低水位季节和位于伊朗胡齐斯坦省的 Hemmat 大坝取水口泥沙淤积的情况下。针对不同的闸门启闭方式,利用支堤和 143、100、62、32 和 12 米/秒的流速,对进水口的流速变化和水流深度进行了计算流体动力学(CFD)模拟。与工程现状(无任何流量控制结构的运行)相比,采用支堤后,取水效率提高了 384%,并消除了导致沉积的水力条件。与没有支堤的情况相比,有支堤的取水渠道水深增加了 10%。值得一提的是,水闸管理也会影响供水效率。本次研究的结果是将计算机模拟成功应用于可持续系统工程的典范。
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引用次数: 0
Flow field and sediment passing capacity of type-a piano key weirs A 型钢琴键堰的流场和泥沙通过能力
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.ijsrc.2024.04.005

In the present era, sedimentation and bed morphology near hydraulic structures is a great concern as it affects the flow configuration and reduces the discharge capacity. Experimental investigations were done to study the flow field in the vicinity of one cycle, two cycle, and three cycle piano key weirs (PK weirs) with noses to monitor the sediment passing capacity of the weir. The three dimensional (3D) velocities were measured close to the inlet and outlet keys using an acoustic Doppler velocimeter (ADV). The velocity fields near both the inlet and outlet keys were examined, and it was found that there were considerable increases in the vertical (v-component) and lateral (w-component) velocities. Added to this, it was seen that the mean vertical velocity was more in front of the outlet key as compared to the front of the inlet key while the mean lateral and longitudinal velocities were low. The maximum velocity was observed in front of the inlet key which resulted in an increase of sediment movement over the PK weir. Furthermore, 2.6%–5.2% of the total sediment passing over the upstream portion of the weirs are flushed over the inlet key by self-cleaning. The flow field over the keys could not be accurately estimated using an ADV, possibly due to the flow complexity so computational fluid dynamics (CFD) simulations were done to understand the complex flow field for all the three PK weirs using a CFD solver which needs less computational cost and space. The widely used standard kε turbulence model (an eddy-viscosity model) was applied in the current numerical investigations. The numerical investigation shows that the magnitude of the velocity components was increased because of the vertical contraction in front of the sloped keys owing to very high flow immediately downstream of PK weirs.

在当今时代,水力结构附近的沉积和河床形态是一个非常值得关注的问题,因为它会影响水流结构并降低排泄能力。为了监测堰塞湖的泥沙通过能力,我们进行了实验研究,研究了带鼻孔的单循环、双循环和三循环琴键堰(PK 堰)附近的流场。使用声学多普勒流速仪(ADV)测量了进水口和出水口附近的三维(3D)流速。对进水口和出水口附近的速度场进行了检查,发现垂直(-分量)和横向(-分量)速度都有显著增加。此外,还发现出口键前的平均垂直速度比入口键前大,而平均横向和纵向速度较低。在进水口关键点前方观察到的流速最大,这导致 PK 堰上的泥沙运动增加。此外,2.6%-5.2% 的沉积物通过堰体上游部分的自净作用冲过进水键。可能由于流场的复杂性,使用 ADV 无法准确估算堰塞湖上的流场,因此使用计算成本和空间较小的 CFD 求解器进行了计算流体动力学(CFD)模拟,以了解所有三个 PK 堰塞湖的复杂流场。目前的数值研究采用了广泛使用的标准湍流模型(涡粘模型)。数值研究结果表明,由于 PK 堰下游的流量非常大,坡键前的垂直收缩导致速度分量增大。
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引用次数: 0
Grain size characteristics of a degraded Tugai riparian forest landscape between Taklamakan and Kuruktagh deserts in the eastern Tarim Basin, northwest China 中国西北塔里木盆地东部塔克拉玛干沙漠和库鲁克塔格沙漠之间退化的图盖河岸森林景观的粒度特征
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.ijsrc.2024.02.002

Grainsize is among the most important parameters in aeolian research as it controls the sediment mobilization and the mode of transport. Therefore, it is a critical parameter for instance in wind erosion modeling studies which are used to analyze sand and dust storms in the Tarim Basin, an important natural hazard in this region. Spatially explicit parameterization of grain size is difficult, as the texture of the topsoil is not homogeneous across a landscape. Thus, a geomorphological classification of a Tugai landscape in the eastern Tarim Basin is developed and a stratified analysis of the grain-size distributions and the corresponding threshold friction velocities is presented. The results show that transversal dunes have the coarsest sediment in this landscape, while vegetated patches within the alluvial plain of the Tarim River are characterized by the finest sediments. The other landform classes open space, channel, and nebkha have properties between these two landform types. It is concluded that the surface sediment of a Tugai landscape in the eastern Tarim Basin shows a considerable heterogeneity. The landform-based stratification for grain-size analysis is an appropriate solution for an assessment of sediment grains.

粒径是风化研究中最重要的参数之一,因为它控制着沉积物的移动和迁移方式。因此,它是风蚀模型研究中的一个关键参数,该模型用于分析塔里木盆地的沙尘暴--该地区的一种重要自然灾害。由于整个地形的表土质地并不均匀,因此很难在空间上明确地确定粒度参数。因此,我们对塔里木盆地东部的图盖地貌进行了分类,并对粒度分布和相应的阈值摩擦速度进行了分层分析。结果表明,在该地貌中,横向沙丘的沉积物最粗,而塔里木河冲积平原上的植被斑块的沉积物最细。其他地貌类型如空地、河道和聂布河的性质介于这两种地貌类型之间。因此,塔里木盆地东部图盖地貌的表层沉积物具有相当大的异质性。基于地貌的粒度分析分层是评估沉积物粒度的适当解决方案。
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引用次数: 0
Hydro-morphological alteration and related effects on fish habitat induced by sediment management in a regulated Alpine river 高寒河流泥沙管理引起的水文形态变化及其对鱼类生境的影响
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.ijsrc.2023.10.001

Sediment pulses can cause relevant geomorphological alteration and fine sediment deposition, affecting the entire river ecosystem. Quantifying the impact of these events is becoming increasingly important, as sediment disturbance is predicted to intensify because of growing anthropogenic activity combined to the effects of current climate change. In this paper, the effects of a sediment pulse event on riverbed morphology and, in turn, on fish habitat availability are assessed in a regulated river, located in the southern European Alps. Specifically, four target fish species were selected: marble (Salmo marmoratus) and brown trout (Salmo trutta), grayling (Thymallus thymallus), and bullhead (Cottus gobio). The investigated event was triggered by the effects of localized landslides combined with an uncontrolled sediment release from a hydropower reservoir. A pre-post event integrated approach was applied, involving topographic surveys, fine sediment deposition measurements, and eco-hydraulic modeling. Habitat availability analysis was done using two-dimensional steady-state channel-flow simulation and standard habitat suitability modeling, with univariate suitability curves as biological input. The investigation focused on two river reaches, quite close each other, but characterized by significantly different streamflow patterns, due to the layout of the local hydropower system. The results showed that noticeable riverbed fining occurred at both study reaches after the pulse, with the maximum thickness of the fine sediment deposits up to one meter, and higher amounts of deposition detected in areas wetted at baseflow. Moreover, for both reaches, recovery to the pre-event riverbed grain-size condition occurred in about a year, but with differences related to different streamflow patterns. Pre-post topographic comparison showed that areas of erosion prevailed over areas of deposition, and fine sediment deposition was not systematically associated to the riverbed elevation raise. Simulated habitat availability was affected by both topographic changes and fine sediment deposition, with the latter predominantly impacting juveniles and the most bottom dwelling species, i.e., the bullhead. The study confirms the need for improving the management of the hydro-sedimentary regime of regulated rivers to preserve the habitat of fish species, particularly of those characterized by conservation status already endangered.

泥沙脉动可引起相应的地貌变化和细沙沉积,影响整个河流生态系统。量化这些事件的影响正变得越来越重要,因为据预测,由于日益增长的人为活动加上当前气候变化的影响,沉积物扰动将加剧。在本文中,沉积物脉冲事件对河床形态的影响,进而对鱼类栖息地的可用性进行了评估,位于欧洲阿尔卑斯山南部的一条受管制的河流。具体而言,选择了四种目标鱼类:大理石鱼(Salmo marmoratus)和褐鳟(Salmo trutta)、灰鳟(Thymallus Thymallus)和牛头鱼(Cottus gobio)。所调查的事件是由局部滑坡的影响和水电站水库不受控制的泥沙释放引起的。采用事件前后综合方法,包括地形调查、细沉积物沉积测量和生态水力建模。采用二维稳态通道流模拟和标准生境适宜性模型,以单变量适宜性曲线作为生物输入,进行生境可用性分析。调查的重点是两条河段,它们相距很近,但由于当地水电系统的布局,其水流形态有明显不同。结果表明,脉冲后,两个研究河段的河床都发生了明显的细砂沉积,细砂沉积的最大厚度可达1米,在基流湿润的区域检测到的沉积物量更高。此外,两河段的河床粒度恢复时间均在1年左右,但因径流类型不同而存在差异。地形前后对比表明,侵蚀区大于淤积区,细沙淤积与河床高程升高无系统关联。模拟生境可得性受地形变化和细沙沉积的双重影响,其中细沙沉积主要影响幼鱼和最底栖物种,即大头鱼。这项研究证实有必要改进对受管制河流的水沉积制度的管理,以保护鱼类的生境,特别是那些已处于濒危状态的鱼类的生境。
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引用次数: 0
Gravel automatic sieving method fusing macroscopic and microscopic characteristics 融合宏观和微观特征的砾石自动筛分法
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.ijsrc.2024.05.002

Measuring the grain size distribution (GSD) of unconsolidated particles is critical to understanding coastal spreading, riverbed dynamics, and sediment transport. The current study presents a novel gravel automatic sieving (GAS) method designed to improve the accuracy and reliability of particle size analyses. At the macroscopic, the method utilizes the convex hull property of gravel to define the maximum extent of the searched gravel, effectively reducing over and under-segmentation problems. At the microscopic, the accuracy of gravel segmentation is improved by analyzing the color space characteristics of gravel to identify the pixel patches of gravel accurately. To validate the effectiveness of the GAS method, the proposed method was tested in both the laboratory and the field. In the laboratory, four artificial samples were processed using the GAS method, and the results were compared with those obtained using the traditional sieving method. The results showed that the correlation coefficients between the GAS method and the traditional sieving method ranged from 94.3% to 97.8%, and the relative errors ranged from 5.8% to 20.9%, demonstrating the validity of the GAS method. In addition, the application of ImageJ software to manually identify the particle size method (ImageJ method) was also compared with the mechanical sieving method, and the correlation coefficient between the two methods was greater than 98.2%, and the relative error was less than 10.9%, so the ImageJ method can be used as a standardized method to measure the other methods. In the field, sixteen images taken in four different regions and at different times were analyzed using the ImageJ method as a benchmark. The performance of the automatic with image filtering (AIF), BASEGRAIN, and the GAS methods also were compared. The results show that the relative errors range from 28.1% to 94.6% for the BASEGRAIN, 16.8% to 1003.6% for the AIF method, and only 5.6% to 30.7% for the GAS method. As a result, the GAS method demonstrates higher accuracy and stability in complex environments.

测量未固结颗粒的粒度分布(GSD)对于了解海岸扩张、河床动力学和沉积物输运至关重 要。本研究提出了一种新颖的砾石自动筛分(GAS)方法,旨在提高粒度分析的准确性和可靠性。在宏观上,该方法利用砾石的凸壳特性来确定搜索砾石的最大范围,从而有效地减少了过筛和欠筛问题。在微观上,通过分析砾石的色彩空间特征,准确识别出砾石的像素斑块,从而提高了砾石分割的准确性。为了验证 GAS 方法的有效性,对所提出的方法进行了实验室和实地测试。在实验室中,使用 GAS 方法处理了四个人工样本,并将结果与使用传统筛分方法得到的结果进行了比较。结果表明,GAS 法与传统筛分法的相关系数在 94.3% 至 97.8% 之间,相对误差在 5.8% 至 20.9% 之间,证明了 GAS 法的有效性。此外,应用 ImageJ 软件手动识别粒度的方法(ImageJ 方法)也与机械筛分法进行了比较,两种方法的相关系数大于 98.2%,相对误差小于 10.9%,因此 ImageJ 方法可作为衡量其他方法的标准化方法。在现场,以 ImageJ 方法为基准,分析了在四个不同区域和不同时间拍摄的 16 幅图像。此外,还比较了自动图像滤波 (AIF)、BASEGRAIN 和 GAS 方法的性能。结果显示,BASEGRAIN 方法的相对误差在 28.1%至 94.6%之间,AIF 方法的相对误差在 16.8%至 1003.6%之间,而 GAS 方法的相对误差仅在 5.6%至 30.7%之间。因此,GAS 方法在复杂环境中表现出更高的准确性和稳定性。
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引用次数: 0
Efficient detection of ephemeral gully trajectories using topographic index-based approach: Calibration-free for large-scale applications 使用基于地形索引的方法高效检测短时沟谷轨迹:大规模应用无需校准
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.ijsrc.2024.04.008

In agricultural landscapes, the use of topographic index (TI) models has been common to predict the presence and extent of ephemeral gullies (EGs). However, these models face two significant challenges: (1) the accurate prediction of EGs relies heavily on a critical threshold (CT) value, which is difficult to determine optimally using existing strategies, and (2) the calibration of TI models limits their applicability on a larger scale. To address these limitations, the current study proposes two methods: (1) the division of the study area into zones based on key factors influencing gully formation, reducing the need for TI model calibration, and (2) a pixel-based binary classification approach coupled with a precision performance metric to identify the calibrated CT value within a watershed. The performance of seven TI models for predicting EG length was evaluated using local validation within zones and transferred validation between zones. Local validation demonstrated that among the TI models, modified stream power index (MSPI), stream power index (SPI), and compound topographic index (CTI), in descending order, yielded the most accurate predictions for EG length. Furthermore, the decrease in accuracy observed in the transferred MSPI model compared to the local MSPI model supported the study's hypothesis that dividing a large-scale area into distinct zones with varying topographic and climatic characteristics enables the determination of a CT value specific to each zone. Soil loss rates due to EGs ranged from 0.36 to 1 kg/m2 yr, aligning with findings from similar global studies. These findings offer valuable insight that can be integrated into comprehensive watershed and soil erosion models.

在农业景观中,使用地形指数(TI)模型来预测短时沟壑(EGs)的存在和范围已十分普遍。然而,这些模型面临两个重大挑战:(1) EG 的准确预测在很大程度上依赖于临界阈值 (CT),而使用现有策略很难优化确定临界阈值;(2) TI 模型的校准限制了其在更大范围内的适用性。针对这些局限性,本研究提出了两种方法:(1) 根据影响沟谷形成的关键因素将研究区域划分为若干区域,从而减少对 TI 模型校准的需求;(2) 基于像素的二元分类方法与精确性能指标相结合,以确定流域内的校准 CT 值。通过区域内的局部验证和区域间的转移验证,对七个 TI 模型预测 EG 长度的性能进行了评估。局部验证表明,在 TI 模型中,从高到低依次为修正溪流动力指数 (MSPI)、溪流动力指数 (SPI) 和复合地形指数 (CTI),它们对 EG 长度的预测最为准确。此外,与当地的 MSPI 模型相比,在转移的 MSPI 模型中观察到的精确度下降支持了该研究的假设:将大面积区域划分为具有不同地形和气候特征的不同区域,可以确定每个区域的特定 CT 值。EGs 造成的土壤流失率在 0.36 至 1 公斤/米/年之间,与全球类似研究的结果一致。这些研究结果提供了宝贵的见解,可用于综合流域和土壤侵蚀模型。
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引用次数: 0
Vegetation-induced sedimentary structures: Porosity of riparian shrubs as control parameter of sedimentary processes during floods 植被引起的沉积结构:作为洪水期间沉积过程控制参数的河岸灌木的孔隙率
IF 3.5 2区 环境科学与生态学 Q2 ENVIRONMENTAL SCIENCES Pub Date : 2024-08-01 DOI: 10.1016/j.ijsrc.2024.05.006

Vegetation-induced sedimentary structures (VISS) are bed features resulting from flow-vegetation feedback and turbulence induced by vegetation at riparian sites. Generally, these sedimentary structures commence at the individual plant level, but sediment accumulation over time may lead to the formation of fluvial islands. Additionally, riparian vegetation exposed to current may provoke local scouring. However, little research has been done on how the permeability of plants affects flow fields and sedimentary processes. Therefore, the main aim of the current study is to experimentally investigate patterns of local scour and deposition around artificial obstacles with six different levels of porosity, using a systematically designed flume experiment. Two experimental setups were implemented, with sediment transport occurring either as bed load or in suspension. Porosity, as a measure of the volume of porous space to bulk volume, was determined using optical porosity which was estimated from digital photographs. Furthermore, VISS of individual P. nigra shrubs were investigated at different seasonal stages (leafless and full foliage) at the Loire River, France, for comparison. Results show that increasing porosity caused a reduction in sediment deposition from suspension and locally scoured bed load sediment. A threshold value for optical porosity was determined, at which point a prolonged area of flow calm develops behind the barrier, promoting the accumulation of suspended sediment and suppressing local scour caused by bed load transport. An empirical model is presented, which assesses sediment erosion and deposition volumes at porous obstructions, considering (a) the flow-exposed surface area, (b) the obstruction's optical porosity, and (c) the intensity of the incoming flow. On the field scale, local scour holes were identified at P. nigra shrubs where flood-caused debris obstructions were stuck at their front, lowering the obstruction's porosity and encouraging local scour processes.

植被诱导沉积结构(VISS)是河岸地区植被诱导的水流-植被反馈和湍流所形成的河床特征。一般来说,这些沉积结构始于单株植物层面,但随着时间的推移,沉积物的积累可能会导致河道岛屿的形成。此外,暴露在水流中的河岸植被可能会引起局部冲刷。然而,关于植物的渗透性如何影响流场和沉积过程的研究却很少。因此,本研究的主要目的是通过系统设计的水槽实验,研究具有六种不同孔隙度的人工障碍物周围的局部冲刷和沉积模式。我们采用了两种实验设置,沉积物以床面负荷或悬浮物的形式进行迁移。孔隙度是衡量多孔空间体积与容积的一个指标,采用光学孔隙度来确定,光学孔隙度是通过数码照片估算得出的。此外,还对法国卢瓦尔河不同季节(无叶和盛叶)灌木的 VISS 进行了研究,以进行比较。结果表明,增加孔隙度可减少悬浮泥沙和局部冲刷河床泥沙的沉积。光孔隙度的临界值已经确定,此时阻挡层后会出现长时间的水流平静区,从而促进悬浮沉积物的积累,并抑制床面负荷迁移造成的局部冲刷。本文提出了一个经验模型,用于评估多孔障碍物的沉积物侵蚀和沉积量,其中考虑到:(a)水流暴露的表面积;(b)障碍物的光孔率;以及(c)流入水流的强度。在实地尺度上,在灌木上发现了局部冲刷孔,洪水造成的碎石障碍物卡在灌木前端,降低了障碍物的孔隙率,促进了局部冲刷过程。
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引用次数: 0
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International Journal of Sediment Research
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