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Streamflow response to land use/land cover change in the tropical Andes using multiple SWAT model variants 利用多种 SWAT 模型变体研究热带安第斯山脉的溪流对土地利用/土地覆盖变化的响应
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-19 DOI: 10.1016/j.ejrh.2024.101888

Study region

Tropical watershed in the Colombian Andes, the Chico River (CR) watershed.

Study focus

Hydrological models are widely used to project the impacts of LULC (Land Use/Land Cover) change on water budget. However, their ability to produce reliable predictions depends on how accurately they represent the role of vegetation in the watershed’s water balance. We analyze how different representations of Leaf Area Index (LAI) affect streamflow responses to LULC change using the Soil and Water Assessment Tool (SWAT) model. We also examine streamflow response to 100 % pasture cover (PAS), 100 % forest cover (FOR), and a control scenario using the original SWAT model, SWAT-T, and a proposed new variant (SWAT-Tb), which improves LAI bimodal representation for tropical regions.

New hydrological insights for the region

SWAT-T and SWAT-Tb reproduce observed LAI and streamflow in the CR watershed. However, SWAT-T restricts LAI simulation to unimodal seasonality, while the original SWAT reproduces streamflow but not LAI seasonality. Results using SWAT-T (unimodal LAI) and SWAT-Tb (constant and bimodal LAI) show streamflow increases during the dry seasons for the FOR scenario and decreases for the PAS scenario. Conversely, the original SWAT, with its default LAI representation, tends to underestimate and overestimate streamflow changes in the FOR and PAS scenarios, respectively. Our results highlight that an unrealistic LAI representation can mislead LULC change impact assessments on streamflow in the tropical Andes.

研究区域哥伦比亚安第斯山脉的热带流域,奇科河(CR)流域。研究重点水文模型被广泛用于预测 LULC(土地利用/土地覆盖)变化对水预算的影响。然而,这些模型能否做出可靠的预测,取决于它们在多大程度上准确地反映了植被在流域水量平衡中的作用。我们利用水土评估工具(SWAT)模型,分析了叶面积指数(LAI)的不同表示方法如何影响溪流对 LULC 变化的响应。我们还使用原始 SWAT 模型、SWAT-T 和提议的新变体(SWAT-Tb)研究了 100% 牧草覆盖率(PAS)、100% 森林覆盖率(FOR)和对照情景下的溪流响应,SWAT-T 和 SWAT-Tb 改进了热带地区的 LAI 双峰表示法。然而,SWAT-T 将 LAI 模拟限制为单模季节性,而原始 SWAT 重现了河水流量,但没有重现 LAI 季节性。使用 SWAT-T(单模态 LAI)和 SWAT-Tb(恒定和双模态 LAI)得出的结果显示,在 FOR 方案下,旱季的溪流会增加,而在 PAS 方案下,溪流会减少。相反,采用默认 LAI 表示法的原始 SWAT 在 FOR 和 PAS 情景下分别倾向于低估和高估溪流变化。我们的结果突出表明,不切实际的 LAI 表示法会误导 LULC 变化对热带安第斯山脉溪流影响的评估。
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引用次数: 0
The influence of different tree species and age on the surface water balance of a small commercial forestry catchment 不同树种和树龄对一个小型商业林业集水区地表水平衡的影响
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-19 DOI: 10.1016/j.ejrh.2024.101893

Acacia mearnsii and Eucalyptus dunnii plantations play an important role in the South African economy as a source for a variety of wood products. However, these species are commonly associated with high evapotranspiration (ET) which may cause streamflow reduction, affecting downstream water users who are reliant on the stream for survival. The potential future increase in exotic plantations worldwide necessitates understanding the impact of these different species on the water balance, hence the streamflow. At the Two Streams research catchment in South Africa, intense hydrological observations (streamflow, ET and weather) have been conducted on A. mearnsii for almost two decades. In 2018, the catchment was clear-felled with subsequent replanting of E. dunnii and hydrological measurements continued. This provided an opportunity to present observations of the surface water balance of the catchment. However, gaps in the data at various times prevented a compilation of a continuous hydrological record. Therefore, three window periods, with complete records of streamflow, ET and precipitation, and with similar weather conditions, were compared. Only the interception loss (Il) was estimated using the Von Hoyningen-Huene method. First window, A. mearnsii trees were three years old (Amear3), second window, A. mearnsii trees were seven years old (Amear7) and the third window, E. dunnii trees were three years old (Edun3). Results indicated a negative catchment surface water balance for all window periods. During the Amear7 window period, the Il was highest compared to the young crops, which reduced effective precipitation, in turn contributing to the lowest measured streamflow. The negative surface water balance and high ET, suggests that trees were accessing water not quantified in the surface water balance. Crops of all three window periods were found to have the potential to significantly reduce the streamflow, which may in turn affect downstream water users. Further research using isotopes to trace the sources of water used by trees in the system is suggested.

相思树和桉树种植园作为各种木材产品的来源,在南非经济中发挥着重要作用。然而,这些树种通常蒸散量(ET)较高,可能会导致溪流流量减少,影响下游依赖溪流生存的用水户。未来全球外来植物种植可能会增加,因此有必要了解这些不同物种对水平衡的影响,进而了解溪流。在南非的 "两溪 "研究集水区,对 A. mearnsii 进行了近二十年的密集水文观测(溪流、蒸散发和天气)。2018 年,集水区进行了清伐,随后重新种植了 E. dunnii,并继续进行水文测量。这为展示集水区地表水平衡观测结果提供了机会。然而,由于不同时期的数据存在缺口,因此无法编制连续的水文记录。因此,我们对三个窗口期进行了比较,这三个窗口期都有完整的溪流、蒸散发和降水记录,且天气条件相似。仅使用 Von Hoyningen-Huene 方法估算截流损失(Il)。第一个窗口中,A. mearnsii 树龄为三年(Amear3),第二个窗口中,A. mearnsii 树龄为七年(Amear7),第三个窗口中,E. dunnii 树龄为三年(Edun3)。结果表明,所有窗口期的集水区地表水平衡均为负值。在 Amear7 窗口期,与年轻作物相比,Il 最高,这减少了有效降水,进而导致测得的溪流流量最低。负地表水平衡和高蒸散发表明,树木正在获取地表水平衡中未量化的水量。研究发现,所有三个窗口期的作物都有可能显著减少溪流,进而影响下游用水户。建议进一步开展研究,利用同位素追踪系统中树木的用水来源。
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引用次数: 0
Building footprint layers show that flooding risk increased more due to greater building exposure than to greater peak discharge with urbanisation in SE France 建筑物足迹图层显示,在法国东南部,随着城市化进程的推进,洪水风险的增加更多是由于建筑物暴露面积的增加,而不是由于峰值排水量的增加。
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-17 DOI: 10.1016/j.ejrh.2024.101882

Study region

South-east Mediterranean France

Study focus

Urbanisation and climate change are producing unprecedented flood risks. Urbanisation increases storm peak discharge and flooded area. Building in the flood plain exposes more people and infrastructure to floods. This study examines the impact of urbanisation over 3 decades (1988/90–2020) on flood risk in SE France. Building footprint layers were used to quantify urban growth, and peak discharge and flooded area were modeled for 3 12-hr rainfall events: 80 mm, 140 mm, and 200 mm. Building growth ranged from 28 % to 65 %. Total imperviousness grew at a rate that was equal to or greater than built area. The relative increase in peak discharge was greatest for the 80-mm event (+12.2 %) and diminished to its lowest value for the 200-mm event (+2.4 %).

New hydrological insights for the region

Flooded area increased proportionately to changes in peak discharge, but mean growth in flooded building footprint area was almost 43 times greater than growth in flooded area. New buildings within the flooded perimeter contributed more to flood risk than changes in peak discharge and flooded area. Planning legislation limited growth close to channels, but flood risk grew rapidly beyond in less restricted areas. Building footprint data provide an accurate approach to mapping changes in flood risk with urbanisation.

研究地区法国地中海东南部研究重点城市化和气候变化正在带来前所未有的洪水风险。城市化增加了暴雨峰值流量和洪涝面积。洪泛平原上的建筑使更多人和基础设施面临洪水威胁。本研究探讨了城市化在 30 年内(1988/90-2020 年)对法国东南部洪水风险的影响。使用建筑足迹层对城市增长进行量化,并对 3 次 12 小时降雨事件的峰值排水量和淹没面积进行建模:分别为 80 毫米、140 毫米和 200 毫米。建筑物增长率从 28% 到 65% 不等。总不透水面积的增长速度等于或大于建筑面积的增长速度。对该地区水文的新见解淹没面积的增加与峰值排水量的变化成正比,但淹没建筑物占地面积的平均增长几乎是淹没面积增长的 43 倍。与洪峰流量和淹没面积的变化相比,淹没区周边的新建建筑对洪水风险的影响更大。规划法规限制了靠近河道地区的增长,但在限制较少的地区,洪水风险增长迅速。建筑物足迹数据为绘制城市化带来的洪水风险变化图提供了准确的方法。
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引用次数: 0
Morphological development of drying shrinkage cracks at the rocksoil interface in a karst rocky desertification area 岩溶石漠化地区岩土界面干燥收缩裂缝的形态发展
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-17 DOI: 10.1016/j.ejrh.2024.101894

Study region

karst rocky desertification area, China

Study focus

The rocksoil interface, where exposed bedrock is in abrupt contact with the soil, is prevalent in rocky desertification areas. As a constraining boundary condition of soils, drying shrinkage cracks are easily developed at the rocksoil interface of outcrops with weak or un-weathered bedrock, but the shrinkage crack development under these conditions is still unknown, which seriously restricts a profound understanding of the hydrological processes on karst slopes with exposed bedrocks. This study aims to quantify the geometric morphological characteristics of these shrinkage cracks and the block areas cut by the crack network during the crack development, as well as to explore the development of drying shrinkage cracks at the rocksoil interface of outcrops.

New hydrological insights

When the soil moisture content was between 24.1 % and 28.6 %, shrinkage cracks at the rocksoil interface (CRSI) first formed along the border between rocks and soils and then at the soil surface perpendicular to the former, most of the cracks intersected vertically in shapes of "T" or "+". The geometric parameters of shrinkage cracks initially increased before stabilizing and reached a stabilization stage as soon as the moisture content decreased. However, all of them finally shrank slightly in the later stages of soil water loss in thicker soils. Soil thickness was not a crucial factor affecting the CRSI formation. The CRSI were 1.2 times wider than all other cracks, while being infrequent and making up just 40 % of the total length and area of all cracks. As a result, the CRSI may grow into a key pathway for the establishment of preferred flow at the rocksoil interface, which should be paid attention in the hydrological processes in the karst rocky desertification region.

研究地区中国喀斯特石漠化地区研究重点石漠化地区普遍存在裸露基岩与土壤突然接触的岩土界面。作为土壤的约束边界条件,在基岩软弱或未风化的露头岩土界面上容易产生干燥收缩裂缝,但这些条件下的收缩裂缝发育情况尚不清楚,这严重制约了对基岩裸露岩溶边坡水文过程的深刻理解。本研究旨在量化这些收缩裂缝的几何形态特征和裂缝发展过程中裂缝网络切割的块体面积,并探索露头岩土界面干燥收缩裂缝的发展。水文新认识当土壤含水量在 24.1 % 至 28.6 % 之间时,岩土界面干缩裂缝(CRSI)首先沿岩土边界形成,然后在垂直于前者的土壤表面形成,大部分裂缝呈 "T "或"+"形垂直相交。收缩裂缝的几何参数在稳定前最初是增加的,当含水量降低时达到稳定阶段。然而,在较厚土壤的后期土壤失水阶段,所有收缩裂缝最终都略有收缩。土壤厚度并不是影响 CRSI 形成的关键因素。CRSI 的宽度是所有其他裂缝的 1.2 倍,但并不常见,仅占所有裂缝总长度和总面积的 40%。因此,CRSI 可能会成为在岩土界面建立优先流的关键通道,这在岩溶石漠化地区的水文过程中应引起重视。
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引用次数: 0
Exploring groundwater patterns in Souss-Massa Mountainous Basin, Morocco: A fusion of fractal analysis and machine learning techniques on gravity data 探索摩洛哥 Souss-Massa 山地盆地的地下水模式:在重力数据上融合分形分析和机器学习技术
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-17 DOI: 10.1016/j.ejrh.2024.101891

Groundwater potential in Morocco’s Souss-Massa mountainous basin (SMMB) is being identified using geospatial tools and geological data. We deployed four mathematical models, namely Data-Driven Multi-index Overlay (DMIO), Geometric Average (GA), Support Vector Machine (SVM), and Logistic Regression (LR), to establish data-driven patterns among the nine influencing factors, primarily drainage density, permeability, slope, distance to rivers, elevation, lineament density, distance to lineaments, intersection node density, and rainfall. Based on the Concentration-Area (C-A) fractal approach, the findings of the four models were developed and classified into five levels of potentiality ranging from very low to very high. The regions designated as having high and very high potentialities for the DMIO, GA, SVM, and LR models, respectively, account for 22.44 %, 9.80 %, 19.36 %, and 26.77 % of the overall basin. We validated the models by calculating each model's area under the ROC curve (AUC). The estimated AUC values are more than 70 %, suggesting the model performs well. The four models' performance was compared, revealing that the SVM model outperforms the others. Gravimetric data shows that possible groundwater zones closely coincide with gravimetric lineaments. The findings of this study can provide valuable insights to decision-makers, allowing them to improve decision-making processes and develop holistic groundwater resource management in the Souss-Massa mountainous basin (SMMB).

摩洛哥苏斯-马萨山区盆地(SMMB)的地下水潜力正在利用地理空间工具和地质数据进行鉴定。我们采用了四种数学模型,即数据驱动的多指标叠加(DMIO)、几何平均(GA)、支持向量机(SVM)和逻辑回归(LR),在九个影响因素(主要是排水密度、渗透性、坡度、河流距离、海拔高度、线状密度、线状距离、交叉节点密度和降雨量)之间建立了数据驱动的模式。根据 "浓度-面积(C-A)分形法",对四个模型的研究结果进行了开发,并将其划分为从极低到极高的五个潜力等级。在 DMIO、GA、SVM 和 LR 模型中被指定为高潜力和极高潜力的区域分别占整个流域的 22.44%、9.80%、19.36% 和 26.77%。我们通过计算每个模型的 ROC 曲线下面积(AUC)来验证模型。估计的 AUC 值均超过 70%,表明模型性能良好。对四个模型的性能进行比较后发现,SVM 模型的性能优于其他模型。重力测量数据显示,可能的地下水带与重力测量线形紧密重合。这项研究的结果可为决策者提供宝贵的见解,使他们能够改进决策过程,并在苏斯-马萨山区盆地(SMMB)开展全面的地下水资源管理。
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引用次数: 0
Identifying recharge areas for the upstream portion aquifers of Awash Basin, Ethiopia 确定埃塞俄比亚阿瓦什盆地上游含水层的补给区
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-15 DOI: 10.1016/j.ejrh.2024.101890

Study area

The western and eastern flanks of Ethiopia's Awash and Abay Basins, respectively.

Study focus

Identifying recharge zones of the main aquifers in the Upper Awash Basin, which are water resources targeted for long-term sustainable use. In this work, lithohydrostratigraphic concepts with fracture density, hydrogeochemical and stable isotopic insights were applied using information from 94 water-supply wells, 188 geoelectrical resistivity, 124 hydrochemistry, and 81 stable isotopic data sets.

New hydrogeological insights of the area

The results illustrate that recharge of superficial deposits and Rift basalt aquifers is from modern precipitation and from nearby streams/rivers through fractures, which is exemplified by mixed CaHCO3 or CaMgHCO3 water types of low TDS (<200 mg/l), high Ca/Na ratio (>5), low RA (<2.0), enriched isotopic signature, and high deuterium excess (13.3). Seepage from the overlying aquifers, as well as direct precipitation in locations where the unit is exposed, form the mechanisms of recharge for fractured ignimbrite aquifer. The highland and transition areas are dominantly the recharge areas for the regional scoriaceous basalt aquifer. These areas have high fracture density (0.96<FD<3.0 km/km2), mineralized NaHCO3 water type, high TDS (>468 mg/l), low Ca/Na ratio (<1), high RA (>2.0), highly depleted isotopic signals, and low deuterium excess (<11) relative to the Local Meteoric Water Line. The results also reveal groundwater flux from the adjacent eastern flank of Abay Basin.

研究区域埃塞俄比亚阿瓦士盆地和阿拜盆地的西侧和东侧。研究重点确定上阿瓦士盆地主要含水层的补给区,这些含水层是长期可持续利用的水资源。在这项工作中,利用 94 口供水井、188 个地质电阻率、124 个水文化学和 81 个稳定同位素数据集的信息,应用了具有断裂密度、水文地质化学和稳定同位素见解的岩石水文地层学概念。结果表明,表层沉积和裂谷玄武岩含水层的补给来自现代降水和附近的溪流/河流穿过裂缝的补给,具体表现为低 TDS(200 毫克/升)、高 Ca/Na 比(5)、低 RA(2.0)、富同位素特征和高氘过量(13.3)的 CaHCO3 或 CaMgHCO3 混合水类型。上覆含水层的渗流以及该单元出露地段的直接降水构成了断裂火烧云含水层的补给机制。高地和过渡区是区域矢状玄武岩含水层的主要补给区。这些地区具有高断裂密度(0.96<FD<3.0 km/km2)、矿化 NaHCO3 水类型、高 TDS(>468 mg/l)、低 Ca/Na 比(<1)、高 RA(>2.0)、高贫化同位素信号以及相对于当地陨水线的低氘过量(<11)。研究结果还揭示了邻近的阿拜盆地东翼的地下水流。
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引用次数: 0
Developing flood mapping procedure through optimized machine learning techniques. Case study: Prahova river basin, Romania 通过优化机器学习技术开发洪水测绘程序。案例研究:罗马尼亚普拉霍瓦河流域
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-13 DOI: 10.1016/j.ejrh.2024.101892
Daniel Constantin Diaconu , Romulus Costache , Abu Reza Md. Towfiqul Islam , Manish Pandey , Subodh Chandra Pal , Arun Pratap Mishra , Chaitanya Baliram Pande

Study region

Prahova river basin located in the central-southern region of Romania.

Study focus

This study aims to assess the susceptibility to flooding by using state-of-the-art machine learning and optimization procedures. To achieve this goal, we employed ten flood-related variables as independent variables in our machine learning models. These variables include slope angle, convergence index, distance from the river, elevation, plan curvature, hydrological soil group, lithology, topographic wetness index, rainfall, and land use. We used 158 flood locations as dependent variables in the training of four hybrid models: Deep Learning Neural Network-Statistical Index (DLNN-SI), Particle Swarm Optimization-Deep Learning Neural Network-Statistical Index (PSO-DLNN-SI), Support Vector Machine-Statistical Index (SVM-SI), and Particle Swarm Optimization-Support Vector Machine-Statistical Index (PSO-SVM-SI). Utilizing the Statistical Index method, we calculated coefficients for each flood predictor class or category.

New hydrological insights for the region

The PSO-DLNN-SI model demonstrated the best performance, achieving an AUC-ROC curve of 0.952. It's worth noting that the application of the PSO algorithm significantly enhanced the model's performance. Additionally, it's crucial to highlight that approximately 25 % of the study region exhibits a high to very high susceptibility to flood events. Taking into account the very precise results of the models applied in the present study, we can state that from a hydrological point of view, the current research contributes to a better understanding of the intensity with which floods can affect the different areas of the Prahova river basin.

研究区域位于罗马尼亚中南部地区的普拉霍瓦河流域。研究重点本研究旨在利用最先进的机器学习和优化程序来评估洪水的易发性。为实现这一目标,我们在机器学习模型中采用了十个与洪水相关的变量作为自变量。这些变量包括坡度角、收敛指数、与河流的距离、海拔高度、平面曲率、水文土壤类别、岩性、地形湿润指数、降雨量和土地利用。在四个混合模型的训练中,我们使用了 158 个洪水地点作为因变量:深度学习神经网络-统计指数(DLNN-SI)、粒子群优化-深度学习神经网络-统计指数(PSO-DLNN-SI)、支持向量机-统计指数(SVM-SI)和粒子群优化-支持向量机-统计指数(PSO-SVM-SI)。利用统计指数法,我们计算出了每个洪水预测等级或类别的系数。PSO-DLNN-SI 模型表现最佳,AUC-ROC 曲线达到 0.952。值得注意的是,PSO 算法的应用大大提高了模型的性能。此外,需要强调的是,研究区域约有 25% 的面积易受洪水事件影响。考虑到本研究中应用的模型非常精确的结果,我们可以说,从水文角度来看,目前的研究有助于更好地理解洪水对普拉霍瓦河流域不同地区的影响强度。
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引用次数: 0
Quantifying the flood coincidence likelihood between Huai River and its tributaries considering the nonstationarity 考虑到非平稳性,量化淮河及其支流之间的洪水重合可能性
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-10 DOI: 10.1016/j.ejrh.2024.101887
Zhilang Zhang , Pengcheng Xu , Dong Wang , Huanyu Yang , Vijay P. Singh , Xiaolei Fu , Hongyuan Fang , Gengxi Zhang , Saiyan Liu , Jianchun Qiu

Study region

The Huai River Basin, China.

Study focus

This study chooses the daily flow data of Huai River and its tributaries, Shi River and Hong River during 1959–2016. The co-occurrence of floods in different tributaries of the catchment is assessed by analyzing the flood peak and flood timing at three different gauging stations located in the river network. What’s more, the parameters(estimated from the 30-year scale time windows) of the marginal and joint distributions are assumed stationary and nonstationary respectively to explore how the trend of coincidence probability(CP) is effected by them.

New hydrological insights for the region

The results show that, over the period analyzed, the most probable time of flood co-occurrence over the gauge stations in the study area tends to move backwards from 10 July to about 20 July. The probability of flood co-occurrence at the Bantai and Jiangjiaji gauging stations, which singularly experience an increase in flood peak, increases from 9.25×109(the 1st window) to 1.17×105(the 25th window) when the return period of flood is 20 year, while in the same condition, the CP of Bantai and Wangjiaba decreased from 6.16×106 to 2.48×107.

研究区域中国淮河流域。研究重点本研究选择了 1959-2016 年期间淮河及其支流浉河和洪河的日流量数据。通过分析河网中三个不同测站的洪峰和洪峰时间,评估流域内不同支流的洪水共时性。此外,还分别假设边际分布和联合分布的参数(根据 30 年尺度时间窗估算)为静态和非静态,以探讨它们如何影响重合概率(CP)的趋势。当洪水重现期为 20 年时,单个出现洪峰增大的坂台和蒋家集测站的洪峰并发概率从 9.25×10-9(第 1 个窗口)增加到 1.17×10-5(第 25 个窗口),而在相同条件下,坂台和王家坝的 CP 从 6.16×10-6 降低到 2.48×10-7。
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引用次数: 0
Hydroclimatic representativeness and reassessment of the predictive skill to reconstruct precipitation by the Dryness/Wetness Index from Chinese historical documents 中国历史文献中的水文气候代表性和干湿指数重建降水预测能力的重新评估
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-05 DOI: 10.1016/j.ejrh.2024.101883
Yang Liu , Jianming Chen , Jingyun Zheng , Zhixin Hao

Study region

China

Study focus

The Dryness/Wetness Index (DWI) data from China is widely utilized in palaeohydroclimate research. The initial part of this data, covering the years 1470–1979 (original DWI), is primarily generated from records of droughts/floods in historical documents. However, the extended data over 1980–2000 (precipitation-based DWI) is derived entirely from instrumental precipitation measurements. To date, there is no research on the regional differences in hydroclimatic representativeness of the original DWI. Moreover, when reconstructing precipitation using the combined 1470–2000 DWI data as a proxy and calibrating it with instrumental precipitation data post-1950, the overestimated reconstruction skill has not been evaluated. Therefore, utilizing data on crop yield reductions due to drought/flood disasters from 1978 to 2008, we establish the disaster-based DWI following the same method as the original DWI and explore its representativeness and reconstruction skill.

New hydrological insights for the region

Disaster-based DWI is more sensitive to precipitation in East Central China, with the seasonal window primarily lasting for five months and distributed between April and September. In contrast, it reflects soil water in the Northeastern, Southeast coastal, and Western regions in China. Additionally, by comparing the average predicted R-Squared of summer precipitation reconstruction using precipitation-based DWI and disaster-based DWI (58.6 % and 45.0 %, respectively), we identify an average overestimation of 13.6 %. Even after excluding this inflated R-Squared, the disaster-based DWI remains a highly reliable proxy for precipitation.

研究地区中国研究重点中国的干旱/湿润指数(DWI)数据被广泛用于古水文气候研究。该数据的初始部分涵盖 1470-1979 年(原始 DWI),主要来自历史文献中的干旱/洪水记录。然而,1980-2000 年的扩展数据(基于降水的 DWI)完全来自仪器降水测量。迄今为止,还没有关于原始 DWI 在水文气候代表性方面的地区差异的研究。此外,在使用 1470-2000 年 DWI 合并数据作为替代数据重建降水量并与 1950 年后的仪器降水量数据进行校准时,尚未对高估的重建技能进行评估。因此,我们利用 1978 年至 2008 年干旱/洪涝灾害造成的作物减产数据,按照与原始 DWI 相同的方法建立了基于灾害的 DWI,并探讨了其代表性和重建技能。灾害 DWI 对中国中东部地区的降水更为敏感,季节窗口主要持续 5 个月,分布在 4 月至 9 月之间。相比之下,它能反映中国东北、东南沿海和西部地区的土壤水分。此外,通过比较基于降水的 DWI 和基于灾害的 DWI 重建夏季降水的平均预测 R 平方(分别为 58.6 % 和 45.0 %),我们发现平均高估了 13.6 %。即使排除了这一夸大的 R 平方,基于灾害的 DWI 仍然是非常可靠的降水替代指标。
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引用次数: 0
Simulation of soil water movement and water utilization of shrub community in a gravel desert of arid northwestern China during twelve years 模拟中国西北干旱区砾石荒漠十二年间土壤水运动和灌木群落水分利用情况
IF 4.7 2区 地球科学 Q1 WATER RESOURCES Pub Date : 2024-07-05 DOI: 10.1016/j.ejrh.2024.101884
Danfeng Li , Xunming Wang , Mingan Shao

Study region

A gravel desert in the middle reaches of the Heihe River Basin, northwestern China.

Study focus

Lack of long-term monitoring of soil water and groundwater level (GL) limited accurately quantifying the interactions between soil water, groundwater, and the shrubs in the desert ecosystems. This study focused on clarifying the water movement in the groundwater-soil-plant-atmosphere continuum in the desert ecosystems. Hydrological processes of a shrub community were simulated by developing the HYDRUS-1D model based on the twelve-years monitoring in a gravel desert.

New hydrological insights for the region

Evapotranspiration of the shrub community was properly partitioned by the Penman-Monteith equation with the dual crop coefficient approach. Reaumuria songarica and Nitraria sphaerocarpa community relied on shallow soil water. Actual transpiration and evapotranspiration ranged from 33 mm and 80 mm in a dry year to 65 mm and 171 mm in a wet year, respectively. Only 39 % of evapotranspiration was used for shrub growth, and growing-season rainfall was more efficiently used in a dry year. Water rising from lower layers was dominant in the 0–10 m layer. The capillary fringe varied from 102 cm to 267 cm, averaging 205 cm above GL during the growing seasons. The rising groundwater is unavailable but promising for the shrubs’ utilization. The results of this study are valuable for developing sustainable management strategies for the similar gravel desert ecosystems.

研究区域中国西北部黑河流域中游的砾石荒漠。研究重点由于缺乏对土壤水和地下水位(GL)的长期监测,限制了对荒漠生态系统中土壤水、地下水和灌木之间相互作用的准确量化。本研究的重点是阐明荒漠生态系统中地下水-土壤-植物-大气连续体中的水分运动。根据对砾石沙漠 12 年的监测,通过开发 HYDRUS-1D 模型模拟了灌木群落的水文过程。Reaumuria songarica 和 Nitraria sphaerocarpa 群落依赖浅层土壤水。实际蒸腾量和蒸发量分别为干旱年份的 33 毫米和 80 毫米,潮湿年份的 65 毫米和 171 毫米。灌木生长只利用了蒸散量的 39%,而生长季节的降雨在干旱年份得到了更有效的利用。从下层上升的水在 0-10 米水层中占主导地位。毛细管边缘从 102 厘米到 267 厘米不等,在生长季节平均高出 GL 205 厘米。上升的地下水不可用,但对灌木的利用很有希望。这项研究的结果对制定类似砾石荒漠生态系统的可持续管理策略很有价值。
{"title":"Simulation of soil water movement and water utilization of shrub community in a gravel desert of arid northwestern China during twelve years","authors":"Danfeng Li ,&nbsp;Xunming Wang ,&nbsp;Mingan Shao","doi":"10.1016/j.ejrh.2024.101884","DOIUrl":"https://doi.org/10.1016/j.ejrh.2024.101884","url":null,"abstract":"<div><h3>Study region</h3><p>A gravel desert in the middle reaches of the Heihe River Basin, northwestern China.</p></div><div><h3>Study focus</h3><p>Lack of long-term monitoring of soil water and groundwater level (<em>GL</em>) limited accurately quantifying the interactions between soil water, groundwater, and the shrubs in the desert ecosystems. This study focused on clarifying the water movement in the groundwater-soil-plant-atmosphere continuum in the desert ecosystems. Hydrological processes of a shrub community were simulated by developing the HYDRUS-1D model based on the twelve-years monitoring in a gravel desert.</p></div><div><h3>New hydrological insights for the region</h3><p>Evapotranspiration of the shrub community was properly partitioned by the Penman-Monteith equation with the dual crop coefficient approach. <em>Reaumuria songarica</em> and <em>Nitraria sphaerocarpa</em> community relied on shallow soil water. Actual transpiration and evapotranspiration ranged from 33 mm and 80 mm in a dry year to 65 mm and 171 mm in a wet year, respectively. Only 39 % of evapotranspiration was used for shrub growth, and growing-season rainfall was more efficiently used in a dry year. Water rising from lower layers was dominant in the 0–10 m layer. The capillary fringe varied from 102 cm to 267 cm, averaging 205 cm above <em>GL</em> during the growing seasons. The rising groundwater is unavailable but promising for the shrubs’ utilization. The results of this study are valuable for developing sustainable management strategies for the similar gravel desert ecosystems.</p></div>","PeriodicalId":48620,"journal":{"name":"Journal of Hydrology-Regional Studies","volume":null,"pages":null},"PeriodicalIF":4.7,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2214581824002337/pdfft?md5=1230f76d8d9bcabd12e3a4377bfa98c5&pid=1-s2.0-S2214581824002337-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141543377","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"地球科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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Journal of Hydrology-Regional Studies
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