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A unifying model framework for soil erosion, river bedload and chemical transport 土壤侵蚀、河流推移质和化学物质迁移的统一模型框架
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-08-01 DOI: 10.1016/j.hydroa.2021.100082
Amina Nouhou Bako , Carine Lucas , Frédéric Darboux , François James , Noémie Gaveau

A unified framework for simulating various transport processes in the environment is presented. It consists in a single set of partial differential equations. The main feature of this model framework is its exchange layer, which allows to treat several types of transfer between the soil and the surface water.

The model framework equations, termed transfer equations, is shown to reproduce three independently-published models developed for soil erosion, river bedload, and chemical transport respectively. By allowing the different processes to be represented within a single model framework, the transfer equations are therefore unifying the representation of particles and chemical fluxes in the environment. The transfer equations are implemented into the open-source software FullSWOF_1D. The code is verified against the approximation of an exact solution, assuring its proper functioning. A good adequacy is found between our numerical results and those published in the literature, attesting the capability of the transfer equations to unify modeling of soil erosion, river bedload, and chemical transport. Hence, the transfer equations can decrease the number of models to be used for simulating transfer of materials in the environment, and limit the number of computer codes to be developed and maintained. The transfer equations could also help in drawing parallels between different fields of hydrology.

提出了一个统一的模拟环境中各种运输过程的框架。它由一组偏微分方程组成。这个模型框架的主要特点是它的交换层,它允许处理土壤和地表水之间的几种类型的转移。模型框架方程,称为传递方程,被证明再现了三个独立发表的模型,分别为土壤侵蚀、河床负荷和化学物质输送开发。通过允许在单一模型框架内表示不同的过程,传递方程因此统一了环境中颗粒和化学通量的表示。在开源软件FullSWOF_1D中实现了传递方程。根据精确解的近似值对代码进行了验证,确保其正常运行。我们的数值结果与文献中发表的结果之间存在很好的充分性,证明了传递方程能够统一土壤侵蚀、河床负荷和化学物质运移的建模。因此,传递方程可以减少用于模拟环境中物质传递的模型的数量,并限制需要开发和维护的计算机代码的数量。传递方程还有助于在不同的水文学领域之间建立相似之处。
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引用次数: 0
WITHDRAWN: Experimental evidence of the wind-induced bias of precipitation gauges using Particle Image Velocimetry and particle tracking in the wind tunnel 撤回:使用粒子图像速度计和风洞中粒子跟踪的降水计风致偏差的实验证据
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-06-01 DOI: 10.1016/j.hydroa.2021.100081
A. Cauteruccio, E. Brambilla, M. Stagnaro, L. Lanza, D. Rocchi
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引用次数: 13
WITHDRAWN: Efficient simulation of groundwater solute transport using the multipoint flux approximation method with arbitrary polygon grids 用任意多边形网格的多点通量近似方法有效模拟地下水溶质运移
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-06-01 DOI: 10.1016/j.hydroa.2021.100083
Yulong Gao, Shuping Yi, C. Zheng
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引用次数: 0
Techniques to evaluate the modifier process of National Weather Service flood forecasts 美国国家气象局洪水预报修正过程的评估技术
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-05-01 DOI: 10.1016/j.hydroa.2020.100073
Zhipeng Zhu , Asphota Wasti , Trent Schade , Patrick A. Ray

The operational hydrologists of the United States’ National Weather Service (NWS) develop river forecasts as guidance for those at risk of flood damage and update those flood forecasts in real-time as more information becomes available. To do so they rely on experience and intuition to adjust the inputs, state variables, and parameters of hydrologic models. NWS hydrologists use the term “modifiers” to refer collectively to these adjustments. This paper demonstrates the development and application of tools (statistical and graphical) to aid operational hydrologists in the achievement of accurate flood forecasts. Analysis of variance (ANOVA) identifies the relative contribution to forecast uncertainty of each modifier. Heat map visualizations illustrate for operational hydrologists the basin, lead-time, and season-specific effects of their modifiers choices. The tools provide operational hydrologists with insight into which of three commonly applied modifiers (precipitation, soil moisture, and unit hydrograph shape) are most likely to provide improvement in flood forecast accuracy. The tools are demonstrated for a case study of four watersheds within in the Ohio River Valley, using data for flood events sampled from 1990 to 2018. The findings of this research show that operational hydrologists in the Ohio River Basin would do well apply no modifiers in the winter (leaving hydrologic input variables and parameters at baseline values). And though the forecast might be improved by real-time adjustments to the unit hydrograph in summer months, recommendations for particular unit hydrograph modification levels cannot be made with confidence. These findings call into question the modifier adjustment program as a standard process. In the evaluated cases, modifiers do not systematically improve flood forecasts. Improvement may be more efficiently achieved through better calibration of hydrologic models or techniques for reduction of precipitation uncertainty.

美国国家气象局(NWS)的业务水文学家开发河流预报,作为对那些有洪水破坏风险的人的指导,并随着更多信息的提供实时更新这些洪水预报。为此,他们依靠经验和直觉来调整水文模型的输入、状态变量和参数。NWS水文学家使用“修饰语”一词来统称这些调整。本文演示了工具(统计和图形)的开发和应用,以帮助业务水文学家实现准确的洪水预报。方差分析(ANOVA)确定了每个修正因子对预测不确定性的相对贡献。热图可视化为操作水文学家说明了他们选择的调节剂的流域、交付周期和季节特定影响。这些工具使水文学家能够深入了解三种常用的改良剂(降水量、土壤湿度和单位过程线形状)中哪一种最有可能提高洪水预报的准确性。这些工具是在俄亥俄河谷四个流域的案例研究中使用1990年至2018年洪水事件的数据进行演示的。这项研究的结果表明,俄亥俄河流域的水文学家在冬季最好不使用任何修改器(将水文输入变量和参数保持在基线值)。尽管在夏季对单位过程线进行实时调整可能会改善预测,但对特定单位过程线修改水平的建议不能有把握。这些发现对作为标准程序的修改程序提出了质疑。在评估的情况下,修改器并不能系统地改进洪水预报。通过更好地校准水文模型或减少降水不确定性的技术,可以更有效地实现改进。
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引用次数: 2
Climate change effects on groundwater recharge and temperatures in Swiss alluvial aquifers 气候变化对瑞士冲积含水层地下水补给和温度的影响
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-05-01 DOI: 10.1016/j.hydroa.2020.100071
Jannis Epting , Adrien Michel , Annette Affolter , Peter Huggenberger

Climate change will have both quantitative and qualitative effects on groundwater resources. These impacts differ for aquifers in solid and unconsolidated rock, in urban or rural locations, and in the principal processes of groundwater recharge.

Having knowledge about the intrinsic key parameters (aquifer geometries, storage properties, groundwater renewal rates, residence times, etc.), the principal groundwater recharge processes, and the temperature imprinting makes it possible to compare and forecast the sensitivity of individual aquifers to climate change.

The sensitivity of future groundwater temperature development for selected climate projections was qualitatively investigated for representative Swiss unconsolidated rock groundwater resources in the Central Plateau as well as the Jura and Alpine region.

For non-urban and rural areas, climate change is expected to have a strong overall impact on groundwater temperatures. In urban areas, however, direct anthropogenic influences are likely to dominate. Increased thermal subsurface use and waste heat from underground structures, as well as adaptation strategies to mitigate global warming, increase groundwater temperatures. Likewise, measurements for the city of Basel show that groundwater temperatures increased by an average of 3.0 ± 0.7 °C in the period from 1993 to 2016, and that they can exceed 18 °C, especially in densely urbanized areas. Similarly, regarding shallow aquifers with low groundwater saturated zone thicknesses, such as in Davos (Canton Grisons), groundwater temperatures will strongly be influenced by changes in groundwater recharge regimes. In contrast, groundwater temperature changes within deep aquifers with large groundwater saturated zone thicknesses, such as in Biel/Bienne (Canton Bern), or in some cases in aquifers with large distances from the land surface to the groundwater table and extended unsaturated zones, such as in Winterthur (Canton Zurich), are strongly attenuated and can only be expected over long time periods.

In the context of the presented research we hypothesized that quantitative groundwater recharge and the associated temperature imprinting of aquifers is primarily determined by infiltrating surface waters (i.e. “river-fed aquifers”). We show that seasonal shifts in groundwater recharge processes could be an important factor affecting future groundwater temperatures. Moreover, the interaction with surface waters and increased groundwater recharge during high runoff periods are likely to strongly influence groundwater temperatures. Accordingly, for the “business as usual” climate change scenario and for the end of the century, a shift in precipitation and river flood events from summer to winter months could be accompanied by an increase in groundwater recharge in comparatively cool seasons, which would be accompanied by a tendency to “cool down” groundwater resources.

气候变化将对地下水资源产生定量和定性的影响。这些影响在固体和松散岩石中的含水层、城市或农村地区以及地下水补给的主要过程中是不同的。了解含水层的内在关键参数(含水层几何形状、蓄水特性、地下水更新率、停留时间等)、主要地下水补给过程和温度印记,可以比较和预测各个含水层对气候变化的敏感性。对瑞士中部高原、汝拉和阿尔卑斯地区具有代表性的未固结岩石地下水资源进行了定性研究,研究了未来地下水温度发展对选定气候预测的敏感性。对于非城市和农村地区,气候变化预计将对地下水温度产生强烈的总体影响。然而,在城市地区,直接的人为影响可能占主导地位。增加地下热能的使用和地下结构产生的废热,以及减缓全球变暖的适应策略,都提高了地下水的温度。同样,对巴塞尔市的测量表明,1993年至2016年期间,地下水温度平均上升了3.0±0.7°C,特别是在人口密集的城市化地区,地下水温度可能超过18°C。同样,对于地下水饱和带厚度较低的浅层含水层,例如在达沃斯(格里松州),地下水温度将受到地下水补给制度变化的强烈影响。相比之下,在地下水饱和带厚度较大的深层含水层中,如Biel/Bienne(伯尔尼州),或在某些情况下,在从地表到地下水位距离较远的含水层和延伸的不饱和带中,如Winterthur(苏黎世州),地下水温度变化强烈减弱,只能在很长一段时间内进行预期。在本研究的背景下,我们假设地下水的定量补给和含水层的相关温度印记主要是由渗透的地表水(即“河流蓄水层”)决定的。研究表明,地下水补给过程的季节变化可能是影响未来地下水温度的重要因素。此外,在高径流期,与地表水的相互作用和地下水补给的增加可能会强烈影响地下水温度。因此,对于“一切照旧”的气候变化情景和本世纪末,降水和河流洪水事件从夏季向冬季的转变可能伴随着相对凉爽季节地下水补给的增加,这将伴随着地下水资源“降温”的趋势。
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引用次数: 33
Changing climate drives future streamflow declines and challenges in meeting water demand across the southwestern United States 气候变化导致未来流量下降,并对满足美国西南部的用水需求提出挑战
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-05-01 DOI: 10.1016/j.hydroa.2021.100074
Olivia L. Miller , Annie L. Putman , Jay Alder , Matthew Miller , Daniel K. Jones , Daniel R. Wise

Society and the environment in the arid southwestern United States depend on reliable water availability, yet current water use outpaces supply. Water demand is projected to grow in the future and climate change is expected to reduce supply. To adapt, water managers need robust estimates of future regional water supply to support management decisions. To address this need, we estimate future streamflow in seven water resource regions in the southwestern U.S. using a new SPAtially Referenced Regressions On Watershed attributes (SPARROW) streamflow model. We present streamflow projections corresponding to input data from seven climate models and two greenhouse gas Representative Concentration Pathways (RCP4.5 and 8.5) for three, thirty-year intervals centered on the 2030s, 2050s, and 2080s, and for a historical thirty year interval centered on the 1990s. Across water resource regions, about half of the RCP4.5 models (51%) and two thirds of the RCP8.5 models (67%) indicate decreases in streamflow in the 2080s relative to the historical period. Models project maximum decreases in streamflow of 36–80% in all water resource regions for all periods and RCPs relative to historical streamflow, and maximum streamflow decreases of up to 20–45% in the 2080s at sites along the Colorado River used for measuring compliance with interstate and international water agreements. Headwaters are projected to experience the greatest declines, with substantial downstream implications. Among these estimates, the streamflows from models forced with RCP8.5 tend to be lower than those forced with RCP4.5. Not all climate models, times, and RCPs project widespread streamflow declines. The most ubiquitous streamflow increases are projected to occur in the 2030s under RCP4.5. Later time periods and enhanced greenhouse gas forcings indicate smaller regions of streamflow increase and lower accumulated streamflows, suggesting that limiting or reducing greenhouse gas concentrations could support future water availability. Although some possible streamflow increases are promising, the modest and spatially limited increases in streamflow projected for later time periods are still unlikely to be sufficient to meet the projected water demand. These results inform the likelihood of future water agreement compliance, and support developing strategies to balance water supply and demand.

干旱的美国西南部的社会和环境依赖于可靠的水资源,但目前的用水超过了供应。预计未来水需求将增长,气候变化预计将减少供应。为了适应这种情况,水资源管理者需要对未来区域供水进行强有力的估计,以支持管理决策。为了满足这一需求,我们使用一个新的流域属性空间参考回归(SPARROW)流量模型来估计美国西南部七个水资源区的未来流量。我们提出了与七个气候模型和两个温室气体代表性浓度路径(RCP4.5和8.5)的输入数据相对应的流量预测,以2030年代、2050年代和2080年代为中心,以20世纪90年代为中心的30年历史间隔。在水资源区域,大约一半的RCP4.5模型(51%)和三分之二的RCP8.5模型(67%)表明,与历史时期相比,2080年代的流量有所下降。模型预测,相对于历史流量,所有时期和RCP的所有水资源区域的流量最大下降幅度为36%-80%,科罗拉多河沿岸用于衡量州际和国际水协议合规性的地点在2080年代的最大流量下降幅度高达20-45%。预计水头将出现最大的下降,并对下游产生重大影响。在这些估计中,采用RCP8.5的模型的流量往往低于采用RCP4.5的模型。并非所有的气候模型、时间和RCP都预测出大范围的流量下降。根据RCP4.5,预计最普遍的流量增长将发生在2030年代。后期和温室气体强迫的增强表明,流量增加的区域较小,累积流量较低,这表明限制或降低温室气体浓度可以支持未来的水资源利用。尽管一些可能的流量增加是有希望的,但预计未来一段时间内流量的适度和空间有限的增加仍然不足以满足预计的用水需求。这些结果为未来遵守供水协议的可能性提供了信息,并支持制定平衡供水和需求的战略。
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引用次数: 30
In-situ sampling for krypton-85 groundwater dating 氪-85地下水测年的原位取样
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-05-01 DOI: 10.1016/j.hydroa.2021.100075
Stéphanie Musy , Guillaume Meyzonnat , Florent Barbecot , Daniel Hunkeler , Jürgen Sültenfuss , D. Kip Solomon , Roland Purtschert

Krypton-85 and other radioactive noble gases are widely used for groundwater dating purposes. 85Kr analysis require large volumes of water to reach the analytical requirements. Conventionally, this water is pumped to the surface to be degassed with a gas extraction system. The large pumping rate may disturb the natural flow field and requires substantial field logistics. Hence, we propose a new in-situ degassing method, in which membrane contactors are used to degas the groundwater directly in the well and gas is collected at the surface. This way, field work is facilitated, groundwater system disturbance is minimized, and the gas sample is collected at a specific depth. We demonstrate the tightness of the system regarding atmospheric air contamination for a collection times of 24 h, which is sufficient for both low-level counting and laser-based counting methods for 85Kr. The minimal borehole diameter is 7.5 cm for the prototype presented in this research but can easily be reduced to smaller diameters. In a case study, we compare the results obtained with the new passive method with those from a conventional packer setup sampling. Additionally, 3H/3He samples were collected for both sampling regimes and the dating results were compared with those from 85Kr. A good agreement between tracer ages is demonstrated and the age stratigraphy is consistent with the expected age distribution for a porous unconfined aquifer. In addition, our study emphasizes the differences between the age information sampled with various methods. In conclusion, we demonstrate that the new in situ quasi-passive method provides a more representative age stratigraphy with depth in most cases.

氪-85和其他放射性惰性气体被广泛用于地下水测年。85Kr分析需要大量的水才能达到分析要求。通常,这些水被泵送到地面,通过气体抽取系统进行除气。大的抽油速率可能会扰乱自然流场,并且需要大量的现场物流。因此,我们提出了一种新的原位脱气方法,即用膜接触器直接在井中脱气地下水,并在地面收集气体。通过这种方式,可以方便现场工作,将地下水系统干扰降到最低,并在特定深度采集气体样品。我们证明了该系统对大气污染的密封性,收集时间为24小时,这足以用于85Kr的低水平计数和基于激光的计数方法。本研究中提出的原型的最小钻孔直径为7.5厘米,但可以很容易地减小到更小的直径。在一个案例研究中,我们将新被动方法获得的结果与传统封隔器设置采样的结果进行了比较。此外,还收集了两种取样方式下的3H/3He样品,并将测年结果与85Kr的测年结果进行了比较。示踪剂年龄之间有很好的一致性,年龄地层与多孔无承压含水层的预期年龄分布一致。此外,我们的研究强调了不同方法采样的年龄信息之间的差异。综上所述,在大多数情况下,新的原位准被动方法提供了更具代表性的年龄地层。
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引用次数: 2
Flood severity along the Usumacinta River, Mexico: Identifying the anthropogenic signature of tropical forest conversion 墨西哥Usumacinta河沿岸的洪水严重程度:确定热带森林转换的人为特征
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-01-01 DOI: 10.1016/j.hydroa.2020.100072
Alexander J Horton , Anja Nygren , Miguel A Diaz-Perera , Matti Kummu

Anthropogenic activities are altering flood frequency-magnitude distributions along many of the world’s large rivers. Yet isolating the impact of any single factor amongst the multitudes of competing anthropogenic drivers is a persistent challenge. The Usumacinta River in southeastern Mexico provides an opportunity to study the anthropogenic driver of tropical forest conversion in isolation, as the long meteorological and discharge records capture the river’s response to large-scale agricultural expansion without interference from development activities such as dams or channel modifications. We analyse continuous daily time series of precipitation, temperature, and discharge to identify long-term trends, and employ a novel approach to disentangle the signal of deforestation by normalising daily discharges by 90-day mean precipitation volumes from the contributing area in order to account for climatic variability. We also identify an anthropogenic signature of tropical forest conversion at the intra-annual scale, reproduce this signal using a distributed hydrological model (VMOD), and demonstrate that the continued conversion of tropical forest to agricultural land use will further exacerbate large-scale flooding. We find statistically significant increasing trends in annual minimum, mean, and maximum discharges that are not evident in either precipitation or temperature records, with mean monthly discharges increasing between 7% and 75% in the past decades. Model results demonstrate that forest cover loss is responsible for raising the 10-year return peak discharge by 25%, while the total conversion of forest to agricultural use would result in an additional 18% rise. These findings highlight the need for an integrated basin-wide approach to land management that considers the impacts of agricultural expansion on increased flood prevalence, and the economic and social costs involved.

人类活动正在改变世界上许多大河的洪水频率和震级分布。然而,在众多相互竞争的人为驱动因素中隔离任何单一因素的影响是一个持续的挑战。墨西哥东南部的Usumacinta河提供了一个单独研究热带森林转换的人为驱动因素的机会,因为长期的气象和流量记录记录记录了该河对大规模农业扩张的反应,而不受大坝或河道改造等开发活动的干扰。我们分析了降水、温度和流量的连续日时间序列,以确定长期趋势,并采用了一种新的方法,通过将贡献地区的日流量标准化90天平均降水量,来理清森林砍伐的信号,以考虑气候变化。我们还确定了热带森林年内转换的人为特征,使用分布式水文模型(VMOD)再现了这一信号,并证明热带森林向农业用地的持续转换将进一步加剧大规模洪水。我们发现,年最小、平均和最大流量在统计上有显著的增长趋势,这在降水或温度记录中都不明显,在过去几十年中,月平均流量增长了7%至75%。模型结果表明,森林覆盖损失导致10年一遇洪峰流量增加25%,而森林向农业用途的总转换将导致额外增加18%。这些发现突出表明,需要采取全流域的综合土地管理方法,考虑农业扩张对洪水流行率上升的影响,以及所涉及的经济和社会成本。
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引用次数: 0
Effects of seasonal and interannual variability in water isotopes (δ2H, δ18O) on estimates of water balance in a chain of seven prairie lakes 水同位素(δ2H,δ18O)的季节和年际变化对七个草原湖泊水平衡估计的影响
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-01-01 DOI: 10.1016/j.hydroa.2020.100069
H.A. Haig , N.M. Hayes , G.L. Simpson , Y. Yi , B. Wissel , K.R. Hodder , P.R. Leavitt

Stable isotopes of hydrogen (δ2H) and oxygen (δ18O) provide important quantitative measures of lake hydrology and water balance, particularly in lakes where monitoring of fluxes is incomplete. However, little is known of the relative effects of seasonal variation in water isotopes on estimates of lake hydrology, particularly over decadal scales. To address this gap, we measured water isotopes bi-weekly May-September during 2003–2016 in seven riverine lakes within the 52,000 km2 Qu’Appelle River drainage basin of the Canadian Prairies. Analyses revealed that within-year variation in δ18O values routinely exceeded that among years, reflecting rapid changes in water source, particularly in lakes with water residence times <1 year. Isotopic variation was greatest during spring following snowmelt, except in large deep lakes which exhibited limited differences among seasons or years. In contrast, large hydrological events (e.g., 1-in-140-year flood in 2011) homogenized isotopic values, even among riverine lakes separated by over 150 km, and exerted particularly strong legacy effects on large lakes. Overall, study lakes exhibited a strongly positive moisture balance (evaporation < inflow), despite regional precipitation deficits of 30 cm yr−1, with greater reliance on rainfall (vs. snow) and possibly evaporation in downstream lakes within more humid regions. We conclude that seasonal samples of water isotopes are required to characterize the hydrology of shallow lakes, or those with unknown reliance on snowmelt waters, as well as to better quantify lake susceptibility to climate variability.

氢(δ2H)和氧(δ18O)的稳定同位素提供了湖泊水文和水平衡的重要定量测量,特别是在通量监测不完整的湖泊中。然而,人们对水同位素的季节变化对湖泊水文估算的相对影响知之甚少,特别是在年代际尺度上。为了解决这一差距,我们在2003年至2016年期间每两周测量5月至9月的七个河流湖泊的水同位素,这些湖泊位于加拿大大草原的52,000平方公里的Qu 'Appelle河流域。分析表明,δ18O值的年内变化通常大于年际变化,反映了水源的快速变化,特别是在水停留时间为1年的湖泊。除大型深湖在季节或年份之间表现出有限差异外,春季融雪后同位素变化最大。相比之下,大型水文事件(如2011年140年一遇的洪水)使同位素值均匀化,即使在相隔150公里以上的河流湖泊中也是如此,并对大型湖泊产生了特别强烈的遗留效应。总体而言,研究湖泊表现出强烈的正水分平衡(蒸发<流入),尽管区域降水不足30厘米年−1,更大程度上依赖于降雨(相对于雪),并可能在更潮湿地区的下游湖泊蒸发。我们的结论是,需要季节性的水同位素样本来表征浅湖的水文特征,或者那些未知依赖融雪水的湖泊,以及更好地量化湖泊对气候变率的敏感性。
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引用次数: 5
A statistics-based automated flood event separation 基于统计的洪水事件自动分离
IF 4 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2021-01-01 DOI: 10.1016/j.hydroa.2020.100070
Svenja Fischer, Andreas Schumann, Philipp Bühler

The classification of characteristics of flood events, like peak, volume, duration and baseflow components is essential for many hydrological applications such as multivariate flood statistics, the validation of rainfall-runoff models and comparative hydrology in general. The basis for estimations of these characteristics is formed by flood event separation. It requires an indicator for the time when a flood peak occurs as well as the definition of the beginning and end of a flood event and a subdivision of the total volume into direct and baseflow components. However, the variable nature of runoff and the multiple processes and impacts that determine rainfall-runoff relationships make a separation difficult, especially an automation of it. We propose a new statistics-based flood event separation that was developed to analyse long series of daily discharges automatically to obtain flood events for flood statistics. Moreover, the related flood-inducing precipitation is identified, allowing the estimation of the flood-inducing rainfall and the runoff coefficient. With an additional tool to manually check the separation results easily and quickly, expert knowledge can be included without much effort. The algorithm was applied to seven basins in Germany, covering alpine, mountainous and flatland catchments with different runoff processes. In a sensitivity analysis, the impact of chosen parameters was evaluated. The results show that the algorithm delivers reasonable results for all catchments and only needs manual adjustment for long timeslots with increasing or high baseflow. It reliably separates flood events only instead of all runoff events and the estimated beginning and end of an event was shifted in mean by less than one day compared to manual separation.

洪水事件特征的分类,如峰值、流量、持续时间和基流分量,对于许多水文应用至关重要,如多元洪水统计、降雨径流模型的验证和一般的比较水文。这些特征的估计基础是由洪水事件分离形成的。它需要一个洪峰发生时间的指示器,以及洪水事件开始和结束的定义,并将总流量细分为直接流量和基流分量。然而,径流的可变性质以及决定降雨-径流关系的多种过程和影响使分离变得困难,尤其是自动化。我们提出了一种新的基于统计的洪水事件分离方法,该方法用于自动分析长系列日流量,以获得洪水事件,用于洪水统计。此外,还确定了相关的洪水诱发降雨量,从而可以估计洪水诱发降雨量和径流系数。有了一个额外的工具,可以轻松快速地手动检查分离结果,无需太多努力就可以包含专家知识。该算法被应用于德国的七个流域,涵盖了不同径流过程的高山、山区和平原流域。在敏感性分析中,对所选参数的影响进行了评估。结果表明,该算法对所有集水区都能获得合理的结果,并且只需要对基流量增加或高的长时隙进行手动调整。它只可靠地分离洪水事件,而不是所有径流事件,并且与手动分离相比,事件的估计开始和结束平均偏移不到一天。
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引用次数: 16
期刊
Journal of Hydrology X
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