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An Identification Method for Two Types of Particular Behaviours in Stream Temperature Time Series: Application to a National Dataset in Mainland France 溪流温度时间序列中两种特殊行为的识别方法:在法国大陆国家数据集上的应用
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-19 DOI: 10.1002/hyp.70318
Nelly Moulin, Frederic Gresselin, Bruno Dardaillon, Zahra Thomas

The measurement of the stream water temperature signal is subject to various issues and environmental phenomena. Accurate interpretations of the data composing water temperature time series (WTS) often require a high-level human expertise during data preprocessing steps to sort out meaningful temperature signals. This study proposes a method to highlight two main types of particular behaviours encountered in WTS, apart from outliers: intensified data and buffered data. The method uses a metric based on the WTS itself to identify periods with particular data. It enables the identification and the visualisation of regular and irregular particular behaviours in a given WTS. The method was applied to a large national dataset collected in mainland France. The dataset contains 993 WTS with a wide range of data quality and environmental measurement conditions. Data identified as particular behaviour accounts for up to 7% of the dataset. Depending on the measurement conditions, up to 25% of a given WTS data can be considered as ‘occasional particular behaviour’ and potentially not exploitable. Buffered data mostly occur during winter months with no apparent spatial pattern. Intensified data occur mainly in summer months and a spatial pattern shows WTS containing the highest percentage of intensified data in the south-east part of the study area. The identification method was also applied to several known situations where a high-level human expertise was available. It provided robust identification performances at regional scale confronted with human expertise as well as at national scale, on a large dataset. Such methods can facilitate the selection of exploitable data in large datasets which are more widely available today. Potentially problematic data becomes straightforward and subsequent data qualification or correction is facilitated.

溪水温度信号的测量受各种问题和环境现象的影响。在数据预处理步骤中,准确解释组成水温时间序列(WTS)的数据通常需要高水平的人类专业知识来整理有意义的温度信号。本研究提出了一种方法来突出WTS中遇到的两种主要类型的特定行为,除了异常值:强化数据和缓冲数据。该方法使用基于WTS本身的度量来识别具有特定数据的时间段。它能够在给定的WTS中识别和可视化规则和不规则的特定行为。该方法应用于法国大陆收集的大型国家数据集。数据集包含993个WTS,具有广泛的数据质量和环境测量条件。识别为特定行为的数据占数据集的7%。根据测量条件,高达25%的给定WTS数据可以被认为是“偶尔的特定行为”,并且可能不可利用。缓冲数据主要发生在冬季,没有明显的空间格局。增强数据主要发生在夏季,空间格局显示WTS在研究区东南部包含的增强数据百分比最高。这种鉴定方法也适用于几个已知的情况,在这些情况下可以获得高水平的人员专门知识。它在面对人类专业知识的区域尺度上以及在国家尺度上的大型数据集上提供了强大的识别性能。这种方法可以方便地在今天广泛可用的大型数据集中选择可利用的数据。潜在的问题数据变得简单明了,随后的数据鉴定或更正也变得容易。
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引用次数: 0
Dynamic Water Storage Response During Meteorological Droughts in South-Central Chile 智利中南部气象干旱期间动态蓄水量响应
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-19 DOI: 10.1002/hyp.70335
Guillermo Barrientos, Rafael Rubilar, Efraín Duarte, Paul Sandoval-Quilondrán, Mauricio Aguayo

Dynamic water storage reflects the movement of water within a watershed, including infiltration from the surface to the subsurface. In this study, we addressed two questions: (a) What are the spatiotemporal patterns of dynamic water storage during 13 extreme drought events? and (b) How do these patterns correlate with specific hydroclimatic and physiographic characteristics? To answer these questions, we analysed the variability of dynamic water storage dS(t), estimated via a water-balance approach as the increase or decrease in storage over time from the beginning to the end of the rainy season across 43 watersheds in south-central Chile (1980–2020), focusing on how meteorological droughts influence watershed storage dynamics. Our results show that dynamic water storage responds rapidly to precipitation, with maximum values ranging from 17 to 632 mm, and declines to negative values during dry periods. On average, storage peaks were observed 126 days after the onset of precipitation. The initial storage reduction during the droughts averaged 51 mm. Lower storage maxima are associated with drier climatic conditions (negative values of the standardised precipitation index [SPI] and the Palmer drought severity index [PDSI]), increased numbers of consecutive dry days in both summer and winter, and catchment characteristics such as higher elevation, steeper slopes and higher flow velocities. Seasonal shifts in storage, with accumulation at the beginning of the wet season and a rapid decline to negative values at the end of the dry season, reflect periods of water connectivity and disconnection, offering critical insights into hydrological modelling and drought mitigation strategies. We interpret the disconnection period as one in which surface water levels decrease owing to the absence of precipitation and increased evapotranspiration rates, highlighting the vulnerability of watersheds to extreme climatic events.

动态蓄水反映了水在流域内的运动,包括从地表到地下的渗透。在本研究中,我们解决了两个问题:(a) 13次极端干旱事件中动态水储量的时空格局是什么?(b)这些模式如何与特定的水文气候和地理特征相关联?为了回答这些问题,我们分析了动态水储存量dS(t)的变化,通过水平衡方法估计了智利中南部43个流域(1980-2020年)从雨季开始到结束的时间内储存量的增加或减少,重点关注气象干旱如何影响流域储存量动态。结果表明,动态蓄水量对降水响应迅速,最大值在17 ~ 632 mm之间,在干旱期下降为负值。平均储藏高峰出现在降水开始126天后。干旱期初始储水量平均减少51毫米。最大存储量的降低与干燥的气候条件(标准化降水指数[SPI]和帕尔默干旱严重指数[PDSI]为负值)、夏季和冬季连续干旱日数的增加以及流域特征(如更高的海拔、更陡的坡度和更高的流速)有关。储水量的季节性变化,在雨季开始时积累,在旱季结束时迅速下降至负值,反映了水连接和断水的时期,为水文建模和干旱缓解战略提供了重要见解。我们将断流期解释为由于缺乏降水和蒸散速率增加而导致地表水位下降的时期,突出了流域对极端气候事件的脆弱性。
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引用次数: 0
Geomorphic Factors Impact Groundwater Levels More Than Harvesting in a Coast Redwood Forest 地貌因素对地下水位的影响大于海岸红杉林的采伐
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-18 DOI: 10.1002/hyp.70302
E. W. McKeever, S. F. Dymond, E. T. Keppeler, J. W. Wagenbrenner

Groundwater is a major source of stream baseflow during the summer and can supply additional water to plant transpiration, which may be particularly important in Mediterranean environments where the growing season is decoupled from wet season precipitation. However, little is known about how forest management may affect groundwater level. We used a paired watershed design in a northern California coast redwood forest to study how intrinsic and extrinsic factors as well as harvesting affect groundwater level and the connectivity between soils, groundwater, and streams. Geomorphic variables such as soil depth, well depth (or depth to the confining layer), and slope were influential factors in our random forest model on groundwater level, and basal area was of moderate importance. However, harvesting did not have a significant effect on either wet or dry season groundwater level, which may be due to the large drought that occurred post-harvest. In this coast redwood forest, it appears that factors that affect vertical infiltration and lateral flow of rainfall, such as slope, soil depth, and well depth, may be more important than vegetative characteristics like stand density.

地下水是夏季河流基流的主要来源,可以为植物蒸腾提供额外的水,这在生长季节与雨季降水分离的地中海环境中可能特别重要。然而,人们对森林管理如何影响地下水位知之甚少。我们在加利福尼亚北部海岸的红木森林中使用了一对分水岭设计来研究内在和外在因素以及采伐如何影响地下水位以及土壤、地下水和溪流之间的连通性。在我们的随机森林模型中,土壤深度、井深(或到围岩层的深度)和坡度等地貌变量是影响地下水位的因素,而基底面积的影响程度中等。然而,收获对雨季或旱季地下水水位都没有显著影响,这可能是由于收获后发生的大干旱。在这片海岸红杉林中,坡度、土壤深度和井深等影响降雨垂直入渗和侧向流动的因素可能比林分密度等植被特征更重要。
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引用次数: 0
Enhanced Estimation of Groundwater Recharge in Mountainous Headwaters Using High-Resolution Spatial Modelling 基于高分辨率空间模拟的山区水源地下水补给强化估算
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-17 DOI: 10.1002/hyp.70323
Shinjiro Yano, Takamaru Kobayashi, Masatoshi Kawasaki, Yasuhiro Tawara, Kazuhiro Tada, Maki Tsujimura, Tomochika Tokunaga

Accurate estimation of groundwater recharge in mountainous headwaters remains challenging due to strong geological heterogeneity and the limited availability of field observations. This study presents an integrated modelling framework that operationalizes the physically defined recharge rate—represented as the accumulated downward flux across the local groundwater table—within a high-resolution three-dimensional model constrained by hydrogeological field data. The modelling and field investigations were iteratively integrated, allowing field observations to refine model structures and model outputs to guide subsequent site surveys. A distinctive feature of this study is the use of observed spring locations as validation targets, providing an objective, spatially distributed indicator to assess the reliability of simulated recharge and subsurface flow patterns. The model performance was further evaluated through an uncertainty analysis, based on 3σ ranges, which quantitatively constrained parameter sensitivity and ensured model robustness under limited data conditions. The results demonstrate that fine-scale geological structures, such as weathered zones and lineament structures, govern the spatial organization of recharge intensity. By bridging the conceptual gap between local field hydrology and numerical modelling, this work provides new insight into the physical controls governing recharge processes in heterogeneous mountain environments. Because the framework relies only on commonly available topographic and geological datasets, it offers a transferable and reproducible approach for sustainable groundwater management and regional-scale water resource planning.

由于强烈的地质非均质性和有限的实地观测资料,山区源头地下水补给的准确估计仍然具有挑战性。本研究提出了一个综合建模框架,该框架在水文地质场数据约束的高分辨率三维模型中操作物理定义的补给率-表示为当地地下水位的累积向下通量。建模和现场调查被迭代地整合起来,允许现场观察改进模型结构和模型输出,以指导后续的现场调查。本研究的一个显著特点是使用观测到的泉水位置作为验证目标,提供了一个客观的、空间分布的指标来评估模拟补给和地下流动模式的可靠性。基于3σ范围的不确定性分析进一步评价了模型的性能,定量地约束了参数的敏感性,保证了模型在有限数据条件下的鲁棒性。结果表明,细尺度地质构造,如风化带和地层构造,控制着补给强度的空间组织。通过弥合当地野外水文和数值模拟之间的概念差距,这项工作为异质性山地环境中控制补给过程的物理控制提供了新的见解。由于该框架仅依赖于普遍可用的地形和地质数据集,因此它为可持续地下水管理和区域尺度水资源规划提供了一种可转移和可重复的方法。
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引用次数: 0
Enhanced Monitoring of Lake Balkhash Water Level Dynamics in Central Asia Using Integrated GEDI and ICESat-2 Altimetry 基于GEDI和ICESat-2遥感技术的中亚巴尔喀什湖水位动态监测
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-17 DOI: 10.1002/hyp.70331
Yujie Zhang, Ninglian Wang, Xuewen Yang, Jiawen Chang

Lake Balkhash, the third-largest water body in arid Central Asia, is facing increasing concern as a result of recent declines in its water level. The Global Ecosystem Dynamics Investigation (GEDI) lidar, operational since April 2019 aboard the International Space Station, offers valuable data for measuring and monitoring inland water levels. However, GEDI-derived elevation estimates are generally less accurate than those from radar or lidar altimeters dedicated to water-level monitoring, exhibiting standard deviations ranging from 0.14 to 0.66 m compared to ICESat-2's from 0.03 to 0.05 m. To leverage the temporal resolution of GEDI data while mitigating its limitations, this study integrates GEDI and ICESat-2 satellite altimetry to investigate the water level dynamics of Lake Balkhash. A custom data processing protocol, including both global and local refinements, was applied prior to data integration. A gradient boosting machine (GBM) effectively reduced biases between the datasets, revealing a long-term water level decline of 0.22 m/y over the period 2019–2023. In comparison to the Hydroweb and DAHITI datasets, the integrated product demonstrated improved consistency, temporal resolution and reduced noise. The integrated dataset showed good agreement with Hydroweb (RMSD of 0.32 m and R2 of 0.89) and DAHITI (RMSD of 0.21 m and R2 of 0.84), and exhibited superior stability, with intra-annual standard deviations of 0.07–0.16 m. The distributed lag multivariate regression model showed that current-month precipitation positively influenced water levels, while current-month evaporation had a significant negative effect, with spring precipitation boosting levels and summer evaporation dominating water loss. These results indicate that this integrated satellite altimetry approach provides a robust tool for water resource monitoring and climate studies, particularly in data-scarce regions.

巴尔喀什湖是干旱的中亚第三大水体,由于最近水位下降,它正面临越来越多的担忧。全球生态系统动力学调查(GEDI)激光雷达自2019年4月起在国际空间站上运行,为测量和监测内陆水位提供了宝贵的数据。然而,gedi得出的高程估计通常不如用于水位监测的雷达或激光雷达高度计准确,其标准偏差范围为0.14至0.66米,而ICESat-2的标准偏差范围为0.03至0.05米。为了利用GEDI数据的时间分辨率,同时减轻其局限性,本研究将GEDI和ICESat-2卫星测高数据结合起来,研究巴尔喀什湖的水位动态。在数据集成之前,应用了自定义数据处理协议,包括全局和局部细化。梯度增强机(GBM)有效地减少了数据集之间的偏差,揭示了2019-2023年期间长期水位下降0.22 m/年。与Hydroweb和DAHITI数据集相比,集成产品显示出更高的一致性、时间分辨率和更低的噪声。整合后的数据集与Hydroweb (RMSD为0.32 m, R2为0.89)和DAHITI (RMSD为0.21 m, R2为0.84)具有较好的一致性,且具有较好的稳定性,年内标准差为0.07 ~ 0.16 m。分布滞后多元回归模型表明,当月降水对水位有显著的正向影响,而当月蒸发对水位有显著的负向影响,春季降水对水位有促进作用,夏季蒸发对水位损失有主导作用。这些结果表明,这种综合卫星测高方法为水资源监测和气候研究提供了一个强有力的工具,特别是在数据匮乏的地区。
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引用次数: 0
Hydrochemical Evolution Characteristics and Salinization Processes of Groundwater in a Coastal Plain Area, Southeast China 东南沿海平原区地下水水化学演化特征及盐渍化过程
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-17 DOI: 10.1002/hyp.70332
Xiaojiao Guo, Zhongshuang Cheng, Zhenwei Wang, Lixiang Li, Wenzhong Wang, Jiansheng Shi

A comprehensive understanding of groundwater hydrochemical characteristics and its evolution mechanisms that control the salinization process is essential for sustainable groundwater management, particularly in coastal plains with intensive anthropogenic activities. In this study, a combination of hydrochemical analysis, stable isotope tracing, PCA, and HFE-D methods was used to identify the spatial characteristics of groundwater hydrochemistry and assess the processes controlling its evolution associated with groundwater salinization in the Wenhuang Plain, Southeast China. The results indicate that rock weathering dominated the hydrochemical evolution of groundwater in conjunction with cation exchange, and silicate weathering was the dominant weathering type controlling the chemical composition of surface water and groundwater. The weathering of evaporites was a major contributor to salinity in deep groundwater (DGW) II, related to lateral runoff recharge with the long-term water–rock interaction. Seawater intrusion, induced by groundwater over-exploitation, caused an imbalance in mineral saturation. This provided favorable conditions for reverse cation exchange, consequently leading to an excess of Ca2+ and Mg2+ in the DGW, particularly for the samples adjacent to the estuary and coastal zones. The salinization of surface water and shallow groundwater was primarily controlled by evaporation and anthropogenic inputs. Freshwater–saltwater mixing was the dominant process controlling groundwater salinization in DGW I, accounting for 25.8% of the samples identified as being in the intrusion phase. Principal component analysis (PCA) confirmed that water–rock interactions, anthropogenic activities, and seawater intrusion are the key factors governing groundwater geochemistry, explaining 82.62% of the total variance. These findings can help improve groundwater utilization and management for sustainable development in coastal areas and reveal the negative impacts of seawater intrusion on groundwater quality.

全面了解控制盐渍化过程的地下水水化学特征及其演化机制对地下水可持续管理至关重要,特别是在人类活动密集的沿海平原地区。本文采用水化学分析、稳定同位素示踪、主成分分析和HFE-D相结合的方法,确定了文黄平原地下水水化学的空间特征,并对地下水盐渍化过程的控制过程进行了评价。结果表明:岩石风化作用与阳离子交换作用共同主导了地下水的水化学演化,硅酸盐风化作用是控制地表水和地下水化学组成的主要风化类型。蒸发岩的风化作用是深层地下水(DGW) II盐度的主要贡献者,与长期水岩相互作用下的侧向径流补给有关。地下水过度开采导致海水入侵,导致矿物饱和度失衡。这为反向阳离子交换提供了有利条件,从而导致DGW中Ca2+和Mg2+过量,特别是在靠近河口和海岸带的样品中。地表水和浅层地下水的盐碱化主要受蒸发和人为输入的控制。淡水-盐水混合是该区地下水盐渍化的主要控制过程,占入侵阶段样品的25.8%。主成分分析表明,水岩相互作用、人为活动和海水入侵是影响地下水地球化学的关键因素,占总方差的82.62%。这些发现有助于改善沿海地区地下水的利用和管理,促进可持续发展,并揭示海水入侵对地下水质量的负面影响。
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引用次数: 0
A Temporally Relaxed Theory Model for Non-Equilibrium Solute Transport in Layered Media 层状介质中非平衡溶质输运的时间松弛理论模型
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-17 DOI: 10.1002/hyp.70313
Joseph Antoine Nyoumea, Ali Zarma, Serge Mbida Mbembe, Thomas Tjock-Mbaga, Jean Marie Ema’a Ema’a, Germain Hubert Ben-Bolie

This study presents a mathematical model based on the temporally relaxed theory (TRT) of Fick's law to describe one-dimensional (1D) non-Fickian solute transport in a layered heterogeneous porous medium. The model incorporates dual relaxation times accounting for flux lag (τJ$$ {tau}_J $$) and storage lag (τC$$ {tau}_C $$), to capture non-equilibrium dynamics, yielding novel advection-dispersion equations (ADEs) for each layer. The system, which includes a time-dependent input source, is solved semi-analytically using Laplace Transform Techniques, followed by numerical inversion. Graphical representations are generated using MATLAB software. The TRT model is rigorously validated against classical analytical solutions, including the linear equilibrium (LE) and mobile-immobile (MIM) models, showing excellent agreement. Furthermore, excellent agreement with a high-resolution finite volume numerical solution confirms its robustness under complex conditions. The results demonstrate that the relaxation times significantly influence spatial concentration profiles, remediation time and hydrological processes, with their impact being transport-parameter-dependent. The time lags effectively capture non-linear phenomena like multi-scale behaviour and anomalous transport, such as super-diffusion, sub-diffusion. This innovative approach provides valuable insights into solute transport in layered media and its implications for groundwater contamination, serving as a preliminary tool for studying decaying solute migration, such as radionuclides, and their impact on water quality.

本研究基于菲克定律的时间松弛理论(TRT)建立了一个数学模型来描述层状非均质多孔介质中一维非菲克溶质输运。该模型结合了考虑通量滞后(τ J $$ {tau}_J $$)和存储滞后(τ C $$ {tau}_C $$)的双重松弛时间,以捕获非平衡动力学。为每一层生成新的平流-色散方程(ADEs)。该系统包含一个时变输入源,采用拉普拉斯变换技术进行半解析求解,然后进行数值反演。使用MATLAB软件生成图形表示。TRT模型与经典解析解进行了严格验证,包括线性平衡(LE)和移动-不移动(MIM)模型,显示出良好的一致性。此外,与高分辨率有限体积数值解的良好一致性证实了其在复杂条件下的鲁棒性。结果表明,松驰时间显著影响空间浓度分布、修复时间和水文过程,且影响与输运参数相关。时间滞后有效地捕获了非线性现象,如多尺度行为和异常输运,如超扩散、亚扩散。这种创新的方法为层状介质中的溶质迁移及其对地下水污染的影响提供了有价值的见解,可作为研究衰变溶质迁移(如放射性核素)及其对水质影响的初步工具。
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引用次数: 0
Quantifying Water Use Efficiency Across Different Ecosystems Based on Eddy-Flux Observations 基于涡旋通量观测的不同生态系统水资源利用效率量化研究
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-17 DOI: 10.1002/hyp.70327
Xiaoge Chang, Qi Feng, Tingting Ning

Water use efficiency (WUE) is an important indicator for assessing the trade-off between carbon uptake and water loss in terrestrial ecosystems. The WUE is generally calculated as the ratio of gross primary productivity (GPP) or net primary production (NPP) to evapotranspiration (ET) or transpiration (T) in previous studies. However, these traditional WUE formulas only reflect the final water consumption and vegetation productivity, and the intermediate steps of vegetation water utilisation were ignored. Here, based on the eddy covariance (EC) technique, the WUE chain was developed by dividing WUE into four steps: GPP/T, T/ET, ET/SW (SW is the soil water) and SW/TWI (TWI is the total water input) in four typical ecosystems in northwest China. Then, the characteristics of change in the growing season WUE chain for four ecosystems were analysed. Finally, the random forests model and structural equation model were employed to investigate the controlling factors affecting the WUE chain by examining the relationship between the intermediate steps of the WUE chain and major impact factors. The forest ecosystem had the highest growing season WUE (0.89 gC·m−2·mm−1), followed by cropland (0.30 gC·m−2·mm−1) and grassland (0.24 gC·m−2·mm−1), while the smallest was in the desert (0.20 gC·m−2·mm−1). The controlling factors impacting WUE differed greatly among the four ecosystems by regulating the intermediate steps of the WUE chain. Air temperature mainly controlled WUE change in croplands and deserts by simultaneously regulating GPP/T, T/ET and ET/SW. Leaf area index primarily controlled WUE in grasslands by affecting T/ET and ET/SW. Atmospheric pressure primarily influenced the forest WUE by regulating T/ET. Applying the WUE chain enhances our understanding of the water use process of vegetation and further promotes sustainable water resources management in arid and semi-arid areas.

水分利用效率(WUE)是衡量陆地生态系统碳吸收与水分流失之间权衡关系的重要指标。WUE在以往的研究中一般用总初级生产力(GPP)或净初级生产力(NPP)与蒸散发(ET)或蒸腾(T)的比值来计算。然而,这些传统的用水效率公式只反映了最终耗水量和植被生产力,忽略了植被水分利用的中间步骤。基于涡动相关(EC)技术,将西北4个典型生态系统的WUE分为GPP/T、T/ET、ET/SW (SW为土壤水分)和SW/TWI (TWI为总水量)4个阶段,构建了WUE链。然后,分析了4个生态系统生长季水分利用效率链的变化特征。最后,采用随机森林模型和结构方程模型,通过考察水分利用效率链中间环节与主要影响因素之间的关系,探讨影响水分利用效率链的控制因素。森林生态系统生长季WUE最高(0.89 gC·m−2·mm−1),农田次之(0.30 gC·m−2·mm−1),草地次之(0.24 gC·m−2·mm−1),荒漠最小(0.20 gC·m−2·mm−1)。不同生态系统间影响水分利用效率的控制因子差异较大,主要通过调节水分利用效率链的中间环节来实现。气温主要通过同时调节GPP/T、T/ET和ET/SW来控制农田和荒漠WUE的变化。叶面积指数主要通过影响T/ET和ET/SW控制草地水分利用效率。大气压力主要通过调节T/ET影响森林水分利用效率。WUE链的应用增强了我们对植被水分利用过程的认识,进一步促进了干旱半干旱区水资源的可持续管理。
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引用次数: 0
Introduction to the 2024 Canadian Geophysical Union Special Issue of Hydrological Processes 介绍2024年加拿大地球物理联合会水文过程特刊
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-16 DOI: 10.1002/hyp.70330
Lauren Somers, Barret Kurylyk, Jason Leach
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引用次数: 0
Evidence of Geological Control on the Hydrological Response of Tropical Volcanic Catchments 热带火山集水区水文响应的地质控制证据
IF 2.9 3区 地球科学 Q1 Environmental Science Pub Date : 2025-11-16 DOI: 10.1002/hyp.70321
Thomas Grangeon, Jean-Baptiste Charlier, Fabien Lacaze, Fengfeng Zhang, Olivier Cerdan, Bertrand Aunay

The aim of this study is to assess the key drivers of runoff generation in permeable volcanic catchments, and notably the role of geology. Therefore, the hydrological response of 28 catchments located on the tropical volcanic Island of la Réunion, characterised by strong climatic forcing and geological contrasts, was studied. High-frequency measurements (15-min time step) of radar rainfall and discharge records over the 2014–2022 period were analyzed to develop a hydroclimatic database including 4591 storm-flood events. At the annual scale, results show regional patterns in the rainfall-runoff relationship, associated with the geological age and the local climate. Our results provide evidence of windward/leeward and geological effects on hydrological response at both the annual and flood event scales, with a significant correlation between the event-scale runoff coefficient and annual rainfall. Combined with a statistical analysis of the data, including the application of a random forest algorithm, results suggest the importance of antecedent saturation conditions, preferentially occurring on the older and more weathered geology, while younger geology displayed a more episodic pattern. This study contributes to increasing our understanding of the hydrological behaviour of tropical volcanic catchments, by analysing the relative importance of climate and geology in controlling the catchments' hydrological response, which may help improve water management and flood prediction.

本研究的目的是评估可渗透火山集水区径流生成的关键驱动因素,特别是地质的作用。因此,本文研究了热带火山岛上28个集水区的水文响应,这些集水区具有强烈的气候强迫和地质对比特征。分析了2014-2022年期间雷达降雨和流量记录的高频测量(15分钟时间步长),建立了包括4591次暴雨洪水事件的水文气候数据库。在年尺度上,研究结果显示了降水-径流关系的区域模式,与地质时代和当地气候有关。我们的研究结果表明,在年和洪水事件尺度上,迎风/背风和地质因素对水文响应都有影响,事件尺度上径流系数与年降雨量之间存在显著的相关性。结合对数据的统计分析,包括随机森林算法的应用,结果表明,先验饱和条件的重要性,优先发生在更古老和更风化的地质上,而更年轻的地质则表现出更多的幕式模式。本研究通过分析气候和地质在控制流域水文响应中的相对重要性,有助于增加我们对热带火山流域水文行为的理解,这可能有助于改善水管理和洪水预测。
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Hydrological Processes
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