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Conceptual approach for a holistic low-flow risk analysis 低流量风险整体分析的概念方法
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-27 DOI: 10.1002/hyp.15217
Udo Satzinger, Daniel Bachmann

Low-flow events, characterized by a significant water deficiency in river systems, have profound impacts on various water users and river ecology. Recent low-flow events in Europe have had severe economic and ecological consequences such as disruptions to hydropower production, irrigation bans, constraints on navigation and complete river drying. These events highlight the urgent need for effective low-flow risk management and demand a holistic risk analysis as a basis. The existing approaches to low-flow analysis often focus on hydrological aspects, utilizing indices such as the Standardized Runoff Index (SRI) or Low-flow Index. However, these indices lack information regarding consequences and impacts. Other approaches consider parts of a risk approach but often focus on special aspects, such as the economy; in general, no holistic assessment is made. This study introduces a conceptual approach to a holistic low-flow risk analysis. The approach provides a continuous long-term simulation to capture the special long-term behaviour of low-flow events and therefore avoids the complex definition of scenarios. In this conceptual approach, the low-flow risk is analysed using a combination of various analyses that cover all aspects from occurrence to consequences. Meteorological analysis is used to generate synthetic long-term weather data time series, which are transformed into runoff time series in hydrological analysis. Based on these results, hydrodynamic analysis quantifies the water levels, water temperatures, and flow velocities along the river. The consequences are analysed in terms of socio-economic and ecological consequences. The results represent a long-term series of damage values. Finally, the damage values are summed in the risk analysis and divided by the number of years considered in the analysis. For testing and demonstration purposes, the presented conceptual risk approach is partly applied to a proof-of-concept at the Selke catchment, a small river catchment in Germany. Finally, the results are presented, evaluated, and discussed.

以河流系统严重缺水为特征的低流量事件会对各种用水户和河流生态产生深远影响。欧洲最近发生的低流量事件造成了严重的经济和生态后果,如水电生产中断、灌溉禁止、航运受限和河流完全干涸。这些事件凸显了对有效低流量风险管理的迫切需求,并要求以全面风险分析为基础。现有的低流量分析方法通常侧重于水文方面,利用标准化径流指数 (SRI) 或低流量指数等指数。然而,这些指数缺乏有关后果和影响的信息。其他方法考虑了风险方法的部分内容,但往往侧重于经济等特殊方面;总的来说,没有进行整体评估。本研究介绍了一种全面低流量风险分析的概念方法。该方法提供了一种连续的长期模拟,以捕捉低流量事件的特殊长期行为,从而避免了复杂的情景定义。在这种概念性方法中,低流量风险分析采用了各种分析的组合,涵盖了从发生到后果的所有方面。气象分析用于生成合成的长期天气数据时间序列,并在水文分析中将其转换为径流时间序列。根据这些结果,水动力分析对沿河水位、水温和流速进行量化。分析了社会经济和生态后果。分析结果显示了一系列长期损害值。最后,在风险分析中将损害值相加,再除以分析中考虑的年数。为了进行测试和示范,所提出的概念性风险方法部分应用于德国塞尔克集水区(一条小河的集水区)的概念验证。最后,对结果进行了介绍、评估和讨论。
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引用次数: 0
A hydrologic signature approach to analysing wildfire impacts on overland flow 采用水文特征方法分析野火对陆上水流的影响
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-27 DOI: 10.1002/hyp.15215
L. A. Bolotin, H. McMillan

Post-fire flooding and debris flows are often triggered by increased overland flow resulting from wildfire impacts on soil infiltration capacity and surface roughness. Increasing wildfire activity and intensification of precipitation with climate change make improving understanding of post-fire overland flow a particularly pertinent task. Hydrologic signatures, which are metrics that summarize the hydrologic regime of watersheds using rainfall and runoff time series, can be calculated for large samples of watersheds relatively easily to understand post-fire hydrologic processes. We demonstrate that signatures designed specifically for overland flow reflect changes to overland flow processes with wildfire that align with previous case studies on burned watersheds. For example, signatures suggest increases in infiltration-excess overland flow and decrease in saturation-excess overland flow in the first and second years after wildfire in the majority of watersheds examined. We show that climate, watershed and wildfire attributes can predict either post-fire signatures of overland flow or changes in signature values with wildfire using machine learning. Normalized difference vegetation index (NDVI), air temperature, amount of developed/undeveloped land, soil thickness and clay content were the most used predictors by well-performing machine learning models. Signatures of overland flow provide a streamlined approach for characterizing and understanding post-fire overland flow, which is beneficial for watershed managers who must rapidly assess and mitigate the risk of post-fire hydrologic hazards after wildfire occurs.

火灾后的洪水和泥石流通常是由野火对土壤入渗能力和地表粗糙度的影响所导致的陆地流量增加引发的。随着气候变化,野火活动日益频繁,降水量也在不断增加,因此提高对火后陆地流的认识是一项尤为重要的任务。水文特征是利用降雨和径流时间序列总结流域水文机制的指标,可以相对容易地计算出大样本流域的水文特征,以了解火灾后的水文过程。我们证明,专为陆地流设计的特征反映了野火对陆地流过程造成的变化,这与之前有关烧毁流域的案例研究相吻合。例如,在所研究的大多数流域中,信号表明在野火发生后的第一年和第二年,入渗过量的陆地流增加,饱和过量的陆地流减少。我们的研究表明,利用机器学习,气候、流域和野火属性可以预测野火后陆地流的特征或特征值的变化。归一化差异植被指数(NDVI)、气温、已开发/未开发土地数量、土壤厚度和粘土含量是表现良好的机器学习模型最常用的预测因子。陆地流特征为描述和了解火灾后的陆地流提供了一种简化方法,有利于流域管理者在野火发生后迅速评估和减轻火灾后的水文危害风险。
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引用次数: 0
Hydrochemical evolution and hydrological zoning characteristics of a shallow groundwater system in Baiyangdian Wetland, North China Plain 华北平原白洋淀湿地浅层地下水系统的水化学演变与水文分区特征
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-27 DOI: 10.1002/hyp.15219
Xiaojiao Guo, Wenzhong Wang, Jiansheng Shi, Zongyu Chen, Jiao Guo, Huiwei Wang, Wen Liu, Ying Miao

A comprehensive understanding of the hydrochemical evolution and spatial patterns of shallow groundwater systems is essential for water resource management and wetland ecological restoration. The Baiyangdian Wetland is one of the most concerning areas because of the development of the Xiong'an New Area. The spatial characteristics of groundwater hydrochemistry and potential controlling factors associated with hydrochemical evolution remain unclear. In this study, hydrogeochemistry together with the hierarchical cluster analysis were used to elucidate the hydrochemical processes and hydrological zoning patterns of shallow groundwater systems in the Baiyangdian Wetland, North China Plain. The results showed that hydrochemical compositions of shallow groundwater had considerable spatial variations, which was closely related to the inflow rivers hydrochemistry and the dynamics of groundwater–surface water interactions. A significant increase in SO42− concentration occurring at the cone of the depression was related to extensive pumping caused by anthropogenic activities. Anthropogenic activities were also a major factor controlling the spatial distribution patterns of shallow groundwater hydrochemistry. Ca2+, Mg2+, and SO42− in the wetland and shallow groundwater were primarily derived from carbonate and gypsum dissolution, while Na+ and Cl originated from halite and silicate dissolution. Rock weathering predominated the geochemical evolution of shallow groundwater in conjunction with carbonate precipitation and cation exchange. The hydrochemistry of the shallow groundwater system presented distinct spatial zonation patterns that were classified into four clusters corresponding to seven subzones. In Zones I–IV, water-rock interaction was the dominant factor controlling shallow groundwater chemistry, which was driven by the positive groundwater–surface water exchange. The coupled effects of anthropogenic activities and river infiltration and mixing caused the high levels of dissolved components in Zones V–VII. This study contributes to have a better understanding of the water cycle and hydraulic connections among different bodies, and will benefit the rational evaluation of hydrochemical evolution and wetland ecological restoration in the Baiyangdian Wetland.

全面了解浅层地下水系统的水化学演变和空间格局对于水资源管理和湿地生态恢复至关重要。由于雄安新区的开发,白洋淀湿地成为最受关注的地区之一。地下水水化学的空间特征以及与水化学演变相关的潜在控制因素仍不清楚。本研究采用水文地质化学和层次聚类分析方法阐明了华北平原白洋淀湿地浅层地下水系统的水化学过程和水文分区模式。结果表明,浅层地下水的水化学组成存在较大的空间变化,这与流入河流的水化学过程以及地下水与地表水相互作用的动态变化密切相关。洼地锥体处 SO42- 浓度的显著增加与人为活动造成的大量抽水有关。人为活动也是控制浅层地下水水化学空间分布模式的主要因素。湿地和浅层地下水中的 Ca2+、Mg2+ 和 SO42- 主要来源于碳酸盐和石膏的溶解,而 Na+ 和 Cl- 则来源于卤石和硅酸盐的溶解。岩石风化与碳酸盐沉淀和阳离子交换共同主导了浅层地下水的地球化学演变。浅层地下水系统的水化学呈现出明显的空间分带模式,分为四个组群,对应七个亚区。在Ⅰ-Ⅳ区,水-岩相互作用是控制浅层地下水化学的主要因素,其驱动力是地下水-地表水的正交换。人为活动和河流渗透与混合的耦合效应导致 V-VII 区溶解成分含量较高。该研究有助于更好地了解白洋淀湿地的水循环和不同水体之间的水力联系,有利于合理评价白洋淀湿地的水化学演变和湿地生态修复。
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引用次数: 0
Combined effects of rainfall-runoff events and antecedent soil moisture on runoff generation processes in an upland forested headwater area 降雨-径流事件和先期土壤湿度对高地森林源头地区径流生成过程的综合影响
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-26 DOI: 10.1002/hyp.15216
Tomáš Vichta, Jan Deutscher, Ondřej Hemr, Gabriela Tomášová, Nikola Žižlavská, Martina Brychtová, Aleš Bajer, Manoj Kumar Shukla

In this study, we investigate the combined effect of different rainfall-runoff event types and antecedent soil moisture (ASM) on runoff processes in the headwater elementary discharge area of a small forested upland catchment. The study focuses on (i) the relationship between soil moisture thresholds and runoff generation; (ii) the combined effect of ASM and tree vicinity and (iii) the relationship between different rainfall-runoff event types and different types of runoff (baseflow and stormflow). The results suggest that ASM has a strong impact on local runoff generation processes. Soil water content (35%–36%) threshold exceedance was related to stormflow runoff generation caused by the activation of quick preferential flow paths in the soil during storm events, especially in the upper and the deepest soil layers. At the same time, unexpected non-linear increases in baseflow runoff ratios were documented during dry, precipitation-free, periods and when the 31%–34% soil moisture threshold was exceeded, presumably due to the hydrological connection of farther slope areas during these conditions. Multiple stormflow periods, which exhibited the lowest runoff coefficient, were the most significant events in terms of water retention and soil water recharge due to increased vertical hydrological connectivity enabling more rapid transport to deeper soil layers. However, this rainfall type occurred least often over the study period. The important role of forest stands (individual trees) in creating spatial patterns of soil moisture and preferential infiltration paths to deeper soil layers was also confirmed. These results contribute towards a better conceptualisation of hydrological behaviour in elementary headwater discharge areas and highlight the potential dangers associated with expected increases in extreme weather events.

在本研究中,我们调查了不同降雨-径流事件类型和先期土壤湿度(ASM)对一个小型森林高地集水区源头基本排水区径流过程的综合影响。研究的重点是:(i) 土壤水分阈值与径流产生之间的关系;(ii) ASM 和树木附近的综合影响;(iii) 不同降雨-径流事件类型与不同径流类型(基流和暴雨流)之间的关系。结果表明,ASM 对当地径流生成过程有很大影响。土壤含水量(35%-36%)阈值超标与暴雨流径流的产生有关,这是因为在暴雨事件中,土壤中的快速优先流动路径被激活,尤其是在最上层和最深的土层中。同时,在无降水的干旱期和超过 31%-34% 土壤湿度阈值时,基流径流比会出现意想不到的非线性增加,这可能是由于在这些条件下较远斜坡区域的水文联系造成的。多暴雨期的径流系数最低,但由于垂直水文连通性增加,能够更快地输送到更深的土壤层,因此在保水和土壤水补给方面是最重要的事件。不过,这种降雨类型在研究期间出现的次数最少。林分(单个树木)在创造土壤水分空间模式和向更深土层优先渗透路径方面的重要作用也得到了证实。这些结果有助于更好地概念化基本源头水排放区的水文行为,并强调了与预期增加的极端天气事件相关的潜在危险。
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引用次数: 0
Flood hazard mapping using GIS-based AHP approach for Krishna River basin 利用基于地理信息系统的 AHP 方法为克里希纳河流域绘制洪水灾害图
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-23 DOI: 10.1002/hyp.15212
Komal Vashist, Krishna Kumar Singh

Flood hazard mapping is an essential tool for determining the risk and susceptibility of flood-prone locations. This constitutes various criteria and factors that require a methodical and comprehensive decision-making framework. The analytic hierarchy process (AHP), the popular multi-criterion decision-making (MCDM) technique, which deals with the complicated problems, including qualitative and quantitative factor, is utilized in this study for developing flood hazard maps in integration with geographic information system (GIS). Flood hazard maps are developed for the Krishna River basin using AHP-GIS. Digital elevation model, rainfall data, soil data and Landsat images are used to extract the various hazard indicators. Nine hazard indicators are employed in this study to prepare the thematic layers, which includes Topographical Wetness Index, elevation, slope rainfall, LULC, Normalized Difference Wetness Index, distance from river, soil type and drainage density. The thematic layers are combined in Arc GIS using weighted overlay method to prepare the flood hazard zonation maps. The hazard maps are classified in three categories as low, moderate and high hazard zones. For the Krishna River basin, 30 percent area was found in high hazard. The outcomes derived from the AHP-GIS method are validated by comparing them with situational reports pertinent to the area, showcasing a robust agreement with the available dataset.

洪水灾害绘图是确定洪水易发地点风险和易受影响程度的重要工具。这包括各种标准和因素,需要一个有条不紊的综合决策框架。分析层次过程 (AHP) 是一种流行的多标准决策 (MCDM) 技术,可处理包括定性和定量因素在内的复杂问题,本研究将其用于绘制与地理信息系统 (GIS) 相结合的洪水灾害地图。利用 AHP-GIS 绘制了克里希纳河流域的洪水灾害图。数字高程模型、降雨数据、土壤数据和 Landsat 图像被用来提取各种危害指标。本研究采用了九个危害指标来编制专题图层,其中包括地形湿度指数、海拔高度、坡度降雨量、土地利用、土地利用变化、归一化差异湿度指数、与河流的距离、土壤类型和排水密度。这些专题图层在 Arc GIS 中使用加权叠加法进行组合,绘制出洪水危害分区图。危害图分为低、中、高危害区三类。克里希纳河流域有 30% 的区域属于高危险区。通过将 AHP-GIS 方法得出的结果与该地区的相关情况报告进行比较,验证了这些结果与现有数据集的一致性。
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引用次数: 0
Soil drainage modulates climate effects to shape seasonal and mean annual water balances across the southeastern United States 土壤排水调节气候效应,形成美国东南部的季节性和年平均水量平衡
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-21 DOI: 10.1002/hyp.15214
Zeqiang Wang, Wouter R. Berghuijs, Nicholas Howden, Ross Woods

Climatic forcing and landscape properties control catchments' hydrological responses over both seasonal and mean annual timescales. Controls on annual and seasonal water balances are usually studied separately which limits and fragments understanding of catchment behaviour. Establishing process controls on hydrological responses that act across multiple time scales could better unify hydrological theory. Here, we use streamflow and climate data from 56 catchments in the Ozarks and Appalachian regions (US) to test how climate (aridity index) and soil drainage together shape seasonal and mean annual water balances for these humid, snow-free catchments with little precipitation seasonality. We calibrate a simple conceptual model to observed seasonal streamflow and obtain an effective parameter that summarizes the nonlinearity of drainage of soil moisture to groundwater. Our comparative analysis of catchments in the Ozarks and the Appalachian regions indicates that catchments in the more humid climates have lower streamflow seasonality and higher mean annual flow, irrespective of the nonlinearity of soil drainage. In contrast, in relatively drier climates, more nonlinear soil drainage increases the seasonality of streamflow and reduces mean annual flow. Additional testing across 204 humid catchments with little precipitation seasonality and snowfall in the Southeastern United States further supports our hypothesis that soil drainage nonlinearity significantly modulates seasonal and mean annual water balances. These results reveal how soil drainage nonlinearity provides a process interpretation that connects seasonal and annual water balances and highlights the importance of nonlinearity of soil drainage in hydrological modelling.

气候作用力和地貌特征控制着集水区在季节和平均年时间尺度上的水文响应。对年度和季节水量平衡的控制通常是分开研究的,这限制了对集水区行为的理解,并使其变得零碎。建立跨时间尺度的水文响应过程控制可以更好地统一水文理论。在此,我们利用美国奥扎克和阿巴拉契亚地区 56 个流域的溪流和气候数据,测试气候(干旱指数)和土壤排水如何共同影响这些降水季节性较弱的潮湿无雪流域的季节和平均年水平衡。我们根据观测到的季节性溪流校准了一个简单的概念模型,并获得了一个有效参数,该参数概括了土壤水分向地下水排水的非线性。我们对奥扎克地区和阿巴拉契亚地区的集水区进行的比较分析表明,无论土壤排水的非线性如何,气候较为湿润的集水区的溪流季节性较低,年平均流量较高。相反,在气候相对干燥的地区,土壤排水非线性程度越高,溪流的季节性越强,年平均流量越小。在美国东南部降水季节性和降雪量较小的 204 个湿润集水区进行的额外测试进一步支持了我们的假设,即土壤排水非线性显著调节了季节性和年平均水量平衡。这些结果揭示了土壤排水非线性如何提供连接季节和年度水平衡的过程解释,并强调了土壤排水非线性在水文建模中的重要性。
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引用次数: 0
A quantification and classification framework for water temperature variation features induced by climate change and reservoir construction and operation: Application to the middle Yangtze River 气候变化和水库建设与运行引起的水温变化特征的量化和分类框架:在长江中游的应用
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-20 DOI: 10.1002/hyp.15210
Xu Wang, Yong-Ming Shen

Riverine water temperature (WT) is a crucial factor affecting habitat quality and ecological effect of aquatic ecosystems. To accurately quantify and classify WT variation features caused by climate change and reservoir construction and operation, a framework was developed that integrates multivariate vine copula model for accurately reconstructing the WT process and general evaluation indicators for comprehensively characterizing of WT variation. In this framework, month-wise R-vine copula models were employed to depict the multivariate dependence structure between WT and related hydrometeorological factors, and the change of WT process in the fluctuation range and thermal deviation was analogized as the change of simple harmonic wave in amplitude and phase. A testing-oriented application of this framework in Yichang section of the Yangtze River highlighted that climate change and the Three Gorges Reservoir (TGR) dominated or participated in the fluctuation range changing and phase deviation of different monthly WT processes, as the ratios of affected months were 1.08:1 and 1.25:1 during the construction phase, and 1:2 and 1:1.28 during the operation phase. WT process also exhibited diverse monthly variation trends during construction and operation phases of the TGR. Therefore, it is inappropriate to neglect the impact of the TGR construction phase and climate change on WT variation. The proposed framework achieved systematic quantification and attribution analysis of WT variation, thereby providing an enhanced understanding of the variation characteristics of river thermal regimes under the individual and combined effects of climate change and artificial reservoir. Considering the significant influence of WT variation on aquatic organism reproduction, the identification of the sources and categories of monthly WT variation can also serve as a foundation for future targeted thermal and hydrological regime regulation, aiming to protecting aquatic species and preventing biodiversity loss.

河流水温(WT)是影响水生生态系统生境质量和生态效应的关键因素。为了对气候变化和水库建设运行引起的水温变化特征进行准确的量化和分类,本文建立了一个框架,将用于准确重构水温变化过程的多元藤状耦合模型和用于全面描述水温变化特征的一般评价指标整合在一起。在该框架中,采用月度 R-藤蔓 copula 模型来描述 WT 与相关水文气象因子之间的多元依赖结构,并将 WT 过程在波动范围和热偏差上的变化类比为简谐波在振幅和相位上的变化。该框架在长江宜昌段的试验结果表明,气候变化和三峡水库主导或参与了不同月度 WT 过程的波动范围变化和相位偏差,建设期受影响月数比分别为 1.08:1 和 1.25:1,运行期为 1:2 和 1:1.28。WT 过程在总干线的施工和运行阶段也呈现出不同的月变化趋势。因此,不宜忽视总干线施工阶段和气候变化对 WT 变化的影响。所提出的框架实现了对 WT 变化的系统量化和归因分析,从而加深了对气候变化和人工水库单独及联合影响下河流热力状态变化特征的理解。考虑到 WT 变化对水生生物繁殖的重要影响,确定月度 WT 变化的来源和类别也可作为未来有针对性地进行水热调控的基础,从而达到保护水生物种和防止生物多样性丧失的目的。
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引用次数: 0
Identification of sinkhole-prone zones by successive coincidence deficit index analysis 通过连续重合亏损指数分析确定天坑易发区
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-20 DOI: 10.1002/hyp.15208
A. Ufuk Şahin, Arzu Ozkaya

Hydrological data-driven models require the time series of several hydrological events with different time resolutions. The interpretation of any time series event is generally difficult without some sort of filtering or converting it to a single index value. The simultaneous analysis of two or more hydrological events over a definite time span may be more informative about the region of interest. For this purpose, a new index, referred to as the successive coincidence deficit index (SCDI), was introduced to identify sinkhole-prone regions using the persistent water deficit concept. In this study, monthly integrated multi-satellite retrievals for GPM based precipitation (P) and gravity recovery and climate experiment-based groundwater storage (GWS) datasets over Konya Closed Basin (KCB) in Türkiye were used to analyse the sinkhole occurrence. The main finding of this study is that SCDI distribution with high index values, concentrated on the southwestern part of KCB, is in line with the sinkholes occurred mainly after 2010. The proposed SCDI could also serve as a kind of drought index, which enables practitioners to quantify the relationship between drought and sinkhole occurrence. Moreover, the event coincidence analysis was utilized to detect deficiency in GWS over the KCB, which was associated with a rate of 0.8 for P deficiency, and this rate reaches up to 0.9 in the sinkhole region analysed in this study. As a conclusion, the proposed methodology can detect sinkhole-prone regions to construct risk maps for stakeholders, policymakers, and end users.

水文数据驱动模型需要不同时间分辨率的多个水文事件的时间序列。如果不进行某种过滤或将其转换为单一的指数值,通常很难对任何时间序列事件进行解释。同时分析一定时间跨度内的两个或多个水文事件,可能更能为相关区域提供信息。为此,我们引入了一种新的指数,即连续重合赤字指数(SCDI),利用持续赤字概念来识别天坑易发区域。本研究利用基于 GPM 的降水量(P)和重力恢复的月度综合多卫星检索数据集以及基于气候实验的图尔基耶科尼亚封闭盆地(KCB)地下水储量(GWS)数据集来分析天坑的发生情况。本研究的主要发现是,SCDI 分布的指数值较高,主要集中在 KCB 的西南部,这与主要在 2010 年之后出现的天坑相符。提出的 SCDI 也可作为一种干旱指数,使实践者能够量化干旱与天坑发生之间的关系。此外,还利用事件重合分析检测了九龙半岛上空的 GWS 缺乏,其与 P 缺乏的比率为 0.8,而在本研究分析的天坑区域,这一比率高达 0.9。总之,所提出的方法可检测出易发生天坑的区域,为利益相关者、决策者和最终用户构建风险地图。
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引用次数: 0
Nonlinear storage–discharge dynamics of forested headwater catchment: A hysteresis index approach 森林顶水集水区的非线性蓄排水动态:滞后指数法
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-20 DOI: 10.1002/hyp.15201
Aliva Nanda, Mohammad Safeeq

The relationship between catchment storage and discharge is nonlinear. The dynamicity of this relationship is dependent on the distance of the storage measurement from the stream, the depth of the soil moisture (SM) measurement, antecedent SM storage, and precipitation characteristics. Understanding the relative influence of these factors is critical for interpreting runoff generation processes and predicting discharge. In this study, we used a hysteresis index approach and analysed the nonlinear dynamics of catchment storage–discharge relationship across points, hillslope and catchment scales, and their controlling factors. A small headwater forested catchment located in the southern part of the Sierra Nevada region, California, was selected as a case study. In this Mediterranean catchment, the anticlockwise class IV hysteresis loop, indicating an earlier discharge peak than SM, was observed as a prevalent hysteresis class across all the scales, irrespective of seasons (i.e., dry vs. wet) and years (i.e., normal vs. drought). A few clockwise hysteresis loops were observed at the shallow depths (10 and 30 cm) of upslope and lower slope topographic positions. Further, we found a shorter lag time between SM peak to discharge peak at 60 and 90 cm soil depths during the wet season, and during the drought period. The shorter lag at the deeper depth was due to the presence of subsurface flow during high antecedent SM storage conditions and preferential flow through the soil pores during the drought periods. The variability in hysteresis at catchment and hillslope scales was controlled by peak rainfall intensity and antecedent SM storage. However, rainfall characteristics (intensity and depth) were major governing factors for most of the point scale locations. Overall, the current study highlighted the role of SM sensor's location in characterizing storage–discharge behaviour.

集水区蓄水量与排水量之间的关系是非线性的。这种关系的动态性取决于蓄水测量与溪流的距离、土壤水分(SM)测量的深度、SM 前蓄水量以及降水特征。了解这些因素的相对影响对于解释径流生成过程和预测排水量至关重要。在本研究中,我们采用滞后指数方法,分析了不同点、山坡和集水区范围内集水蓄积-排水关系的非线性动态及其控制因素。研究选取了加利福尼亚州内华达山脉南部的一个小型山前森林集水区作为案例。在这个地中海集水区,逆时针方向的第 IV 类滞后环是所有尺度上都普遍存在的滞后类,表明排泄峰值早于 SM 值,与季节(即干旱与湿润)和年份(即正常与干旱)无关。在上坡和下坡地形位置的浅层(10 厘米和 30 厘米)观察到一些顺时针滞后环。此外,我们还发现,在雨季和干旱期间,土壤深度为 60 和 90 厘米处的 SM 峰值与排放峰值之间的滞后时间较短。深层滞后时间较短的原因是,在高前SM存储条件下存在地下流动,而在干旱期则优先通过土壤孔隙流动。在集水区和山坡范围内,滞后的变化受峰值降雨强度和前兆 SM 储量的控制。然而,降雨特征(强度和深度)是大多数点尺度位置的主要影响因素。总之,本研究强调了 SM 传感器位置在描述蓄排水行为特征方面的作用。
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引用次数: 0
Solute export patterns across the contiguous USA 美国毗连地区的溶质输出模式
IF 3.2 3区 地球科学 Q1 Environmental Science Pub Date : 2024-06-17 DOI: 10.1002/hyp.15197
Dustin W. Kincaid, Kristen L. Underwood, Scott D. Hamshaw, Li Li, Erin C. Seybold, Bryn Stewart, Donna M. Rizzo, Ijaz Ul Haq, Julia N. Perdrial

Understanding controls on solute export to streams is challenging because heterogeneous catchments can respond uniquely to drivers of environmental change. To understand general solute export patterns, we used a large-scale inductive approach to evaluate concentration–discharge (C–Q) metrics across catchments spanning a broad range of catchment attributes and hydroclimatic drivers. We leveraged paired C–Q data for 11 solutes from CAMELS-Chem, a database built upon an existing dataset of catchment and hydroclimatic attributes from relatively undisturbed catchments across the contiguous USA. Because C–Q relationships with Q thresholds reflect a shift in solute export dynamics and are poorly characterized across solutes and diverse catchments, we analysed C–Q relationships using Bayesian segmented regression to quantify Q thresholds in the C–Q relationship. Threshold responses were rare, representing only 12% of C–Q relationships, 56% of which occurred for solutes predominantly sourced from bedrock. Further, solutes were dominated by one or two C–Q patterns that reflected vertical solute–source distributions. Specifically, solutes predominantly sourced from bedrock had diluting C–Q responses in 43%–70% of catchments, and solutes predominantly sourced from soils had more enrichment responses in 35%–51% of catchments. We also linked C–Q relationships to catchment and hydroclimatic attributes to understand controls on export patterns. The relationships were generally weak despite the diversity of solutes and attribute types considered. However, catchment and hydroclimatic attributes in the central USA typically drove the most divergent export behaviour for solutes. Further, we illustrate how our inductive approach generated new hypotheses that can be tested at discrete, representative catchments using deductive approaches to better understand the processes underlying solute export patterns. Finally, given these long-term C–Q relationships are from minimally disturbed catchments, our findings can be used as benchmarks for change in more disturbed catchments.

了解对溪流溶质输出的控制具有挑战性,因为不同的集水区会对环境变化的驱动因素做出独特的反应。为了了解一般的溶质输出模式,我们采用了大规模的归纳法来评估不同集水区的浓度-排水量(C-Q)指标,这些集水区跨越了广泛的集水属性和水文气候驱动因素。我们利用了 CAMELS-Chem 中 11 种溶质的配对 C-Q 数据,该数据库建立在现有的集水区和水文气候属性数据集的基础上,数据来源于美国毗连地区相对未受干扰的集水区。由于具有 Q 值阈值的 C-Q 关系反映了溶质输出动态的变化,而且在不同溶质和不同集水区之间的特征并不明显,因此我们使用贝叶斯分段回归法分析了 C-Q 关系,以量化 C-Q 关系中的 Q 值阈值。阈值反应非常罕见,仅占 C-Q 关系的 12%,其中 56%发生在主要来自基岩的溶质上。此外,溶质主要以一种或两种 C-Q 模式为主,这些模式反映了溶质来源的垂直分布。具体来说,主要来源于基岩的溶质在 43%-70% 的集水区具有稀释的 C-Q 反应,而主要来源于土壤的溶质在 35%-51% 的集水区具有更多的富集反应。我们还将 C-Q 关系与流域和水文气候属性联系起来,以了解对输出模式的控制。尽管考虑的溶质和属性类型多种多样,但它们之间的关系普遍较弱。然而,美国中部的集水区和水文气候属性通常会导致溶质出口行为的最大差异。此外,我们还说明了归纳法如何产生新的假设,这些假设可以通过演绎法在离散的、有代表性的集水区进行测试,从而更好地了解溶质输出模式的基本过程。最后,鉴于这些长期的 C-Q 关系来自于干扰最小的集水区,我们的研究结果可以作为基准,用于衡量干扰更大的集水区的变化。
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引用次数: 0
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Hydrological Processes
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