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Estimation of groundwater-level changes based on GRACE satellite and GLDAS assimilation data in the Songnen Plain, China 基于 GRACE 卫星和 GLDAS 同化数据的中国松嫩平原地下水位变化估算
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-08-07 DOI: 10.1007/s10040-024-02815-w
Jinliang Zhang, Zhong Lu, Chaoqun Li, Guoping Lei, Ziyang Yu, Kuo Li

As an important large-scale commercial grain production base in China, the Songnen Plain has a particular need for groundwater resources. Here, the groundwater-storage (GWS) changes estimated by the Gravity Recovery and Climate Experiment (GRACE) and Global Land Data Assimilation System (GLDAS) data are input to the MIKE SHE model to correct the errors of remote sensing data. Through this, the simulation of groundwater levels at the large and medium regional scales (Songnen Plain) from 2005 to 2018 was achieved. The analysis reveals that the groundwater data derived from the estimation of GRACE and GLDAS data have a strong correlation with the measured data, with a correlation coefficient of 0.82 between GRACE and measured groundwater data and a correlation coefficient of –0.76 between GLDAS and measured groundwater data. In addition, estimated groundwater data were added to the MIKE SHE model to simulate Songnen Plain groundwater levels between 2005 and 2018. The simulation results indicate that the correlation between simulated and observed groundwater level data is substantially greater than that between inverted and observed groundwater data. Over the past 15 years, the Songnen Plain’s groundwater levels have exhibited a general upward trend of ~0.028 m/year. The groundwater levels in the northeastern, central, and western portions of the Songnen Plain are falling at a rate of ~0.144 m/year, while the groundwater levels in the southern and northwestern portions of the Songnen Plain and areas near the river are rising at a rate of ~0.513 m/year.

松嫩平原作为中国重要的大型商品粮生产基地,对地下水资源有着特殊的需求。本文将重力恢复与气候实验(GRACE)和全球陆地数据同化系统(GLDAS)数据估算的地下水储量(GWS)变化输入 MIKE SHE 模型,以修正遥感数据的误差。由此,实现了对 2005 年至 2018 年大中型区域尺度(松嫩平原)地下水位的模拟。分析表明,通过估算 GRACE 和 GLDAS 数据得出的地下水数据与实测数据具有很强的相关性,GRACE 与实测地下水数据的相关系数为 0.82,GLDAS 与实测地下水数据的相关系数为-0.76。此外,在 MIKE SHE 模型中加入了估算的地下水数据,以模拟 2005 至 2018 年间松嫩平原的地下水位。模拟结果表明,模拟地下水位数据与观测地下水位数据之间的相关性大大高于反演地下水位数据与观测地下水位数据之间的相关性。在过去的 15 年中,松嫩平原的地下水位总体呈上升趋势,上升幅度约为 0.028 米/年。松嫩平原东北部、中部和西部的地下水位以 ~0.144 米/年的速度下降,而松嫩平原南部和西北部以及河流附近地区的地下水位则以 ~0.513 米/年的速度上升。
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引用次数: 0
Flooding and flood water storage in karst systems of the Mediterranean region 地中海地区岩溶系统中的洪水和洪水存储
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-08-03 DOI: 10.1007/s10040-024-02811-0
Julian Xanke, Zoran Stevanović, Tanja Liesch, Alexander Kaltenbrunn, Nataša Ravbar, Hervé Jourde, Bartolomé Andreo, Juan Antonio Barberá, Nico Goldscheider

Flooding is a recurring natural phenomenon that can have both life-giving and destructive aspects. In natural environments, floods are often an important element of the seasonal hydrologic cycle that provides water and nutrients to soil, supporting unique, rich and diverse ecosystems. However, flood events can also represent a destructive force that can endanger lives and cause significant damage in urban areas. Karst areas, in particular, are unique because of their special hydraulic characteristics in terms of flood occurrence, the dependence of ecosystems on such events, and attempts to actively store and manage floods. In this article, the hydraulic response of karst aquifers to heavy precipitation events, flood generation, and engineering interventions for flood control are discussed using several examples from karst areas in the Mediterranean region. Flooding mechanisms and regulatory structures in karst poljes are considered using several typical examples from the Dinaric mountain range. In addition, different variants of groundwater abstraction for increasing storage capacity and flood control are presented using examples from France and Montenegro. Managed aquifer recharge in karst areas and adjacent aquifers is demonstrated with examples from Jordan and Algeria. Finally, failed attempts at flood storage in karst reservoirs are presented with examples from Spain and Montenegro. These examples of flood retention in karst areas show the wide range of planning and technical measures and remind us of possible risks and failures in implementation as well as some positive and negative impacts on the environment and especially on ecosystems.

洪水是一种经常发生的自然现象,它既能带来生命,也能造成破坏。在自然环境中,洪水通常是季节性水文循环的重要元素,它为土壤提供水分和养分,支持着独特、丰富和多样化的生态系统。然而,洪水事件也可能是一种破坏性力量,会危及生命,并对城市地区造成严重破坏。尤其是岩溶地区,由于其在洪水发生方面的特殊水力特征、生态系统对洪水事件的依赖性以及积极储存和管理洪水的尝试,因此具有独特性。本文以地中海地区岩溶地区为例,讨论了岩溶含水层对强降水事件的水力反应、洪水的产生以及洪水控制的工程干预措施。利用迪纳拉山脉的几个典型实例,对岩溶洼地的洪水机制和调节结构进行了研究。此外,还以法国和黑山为例,介绍了为提高蓄水能力和洪水控制而抽取地下水的不同方式。以约旦和阿尔及利亚为例,展示了岩溶地区和邻近含水层的管理性含水层补给。最后,以西班牙和黑山为例,介绍了在岩溶水库中蓄洪的失败尝试。这些岩溶地区洪水滞留的例子显示了规划和技术措施的广泛性,并提醒我们在实施过程中可能存在的风险和失败,以及对环境,特别是生态系统的一些积极和消极影响。
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引用次数: 0
Carbonate rocks and karst water resources in the Mediterranean region 地中海地区的碳酸盐岩和岩溶水资源
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-08-03 DOI: 10.1007/s10040-024-02810-1
Julian Xanke, Nico Goldscheider, Michel Bakalowicz, Juan Antonio Barberá, Stefan Broda, Zhao Chen, Mohamed Ghanmi, Andreas Günther, Andreas Hartmann, Hervé Jourde, Tanja Liesch, Matías Mudarra, Marco Petitta, Nataša Ravbar, Zoran Stevanović

Carbonate rocks in the Mediterranean region form karst landscapes with a variety of morphological and hydrological features, and are of particular interest from a water management perspective as they represent major karst aquifers. The Mediterranean Karst Aquifer Map and Database (MEDKAM) provides a 1:5,000,000 scale map showing the distribution of carbonate and evaporite rocks that can host karst groundwater resources, with additional information on other hydrogeological settings, selected terrestrial and submarine karst springs, caves and karst groundwater-dependent ecosystems. A statistical evaluation shows that carbonate rocks cover ~39.5% of the Mediterranean region within a 250-km focus area from the coastline. North Africa has the largest continuous area of carbonate rocks, while smaller countries in the Middle East and the Dinarides have the largest proportion of carbonate rocks in relation to their total area. Carbonate rocks are also widespread in coastal areas, occurring along ~33.6% (14,000 km) of the total Mediterranean coastline, including large islands such as Crete and Mallorca, and ~25.9% (6,400 km) of the continental coastline. Two additional maps display (1) groundwater recharge, showing a climatic gradient from north to south, and (2) groundwater storage trends, indicating a mean annual karst groundwater loss from 2003 to 2020 of 436 million m3 in the 250-km area. This study quantifies the carbonate rocks in the Mediterranean region and shows their importance for groundwater resources. MEDKAM will serve as a basis for further research and improved international cooperation in karst groundwater management.

地中海地区的碳酸盐岩形成了具有各种形态和水文特征的岩溶地貌,从水资源管理的角度来看,这些岩溶地貌具有特别重要的意义,因为它们是主要的岩溶含水层。地中海岩溶含水层地图和数据库(MEDKAM)提供了一幅 1:5,000,000 比例尺的地图,显示了可承载岩溶地下水资源的碳酸盐岩和蒸发岩的分布情况,以及其他水文地质环境、选定的陆地和海底岩溶泉水、洞穴和依赖岩溶地下水的生态系统的补充信息。统计评估显示,在距离海岸线 250 公里的重点区域内,碳酸盐岩覆盖了地中海地区约 39.5%的面积。北非拥有最大的碳酸盐岩连续面积,而中东和迪纳里斯地区的小国则拥有占其总面积最大比例的碳酸盐岩。碳酸盐岩在沿海地区也很普遍,约占地中海海岸线总长度的 33.6%(14,000 公里),其中包括克里特岛和马略卡岛等大岛,约占大陆海岸线总长度的 25.9%(6,400 公里)。另外两张地图显示了:(1)地下水补给,显示了从北到南的气候梯度;(2)地下水储存趋势,显示了从 2003 年到 2020 年,250 公里区域内岩溶地下水的年平均流失量为 4.36 亿立方米。这项研究对地中海地区的碳酸盐岩进行了量化,并显示了其对地下水资源的重要性。MEDKAM 将为进一步研究和加强岩溶地下水管理方面的国际合作奠定基础。
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引用次数: 0
Comparison of methods to calculate groundwater recharge for karst aquifers under a Mediterranean climate 地中海气候下岩溶含水层地下水补给量计算方法比较
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-07-31 DOI: 10.1007/s10040-024-02809-8
P Hepach, L Bresinsky, M Sauter, Y Livshitz, I Engelhardt

Karst aquifers can be particularly vulnerable to human activities and climate change due to their relatively high degree of connection with the surface. This study utilized an ensemble of event-based recharge calculation methods to address the problem of structural uncertainty for the example of the Western Mountain Aquifer (WMA), a Mediterranean karst aquifer located in Israel and the West Bank. Spatially distributed recharge estimates derived from the Soil and Water Assessment Tool (SWAT) and the process-based infiltration model (PIM) were compared to site-specific, empirical regression models. The SWAT and PIM mean annual recharge estimates ranged from 32–34.6% of precipitation, almost equating to the results of empirical regression models (32–36%). Future recharge predictions under the influence of climate change were quantified by parameterizing the SWAT and PIM methods with a downscaled regional climate model of Israel. SWAT predicts a 23% decrease in recharge by 2051–2070 relative to 1981–2001. In contrast, PIM shows a 9% decrease, possibly due to the representation of infiltration through preferential flow pathways and exclusion of surface runoff processes. These divergent projections underline key methodological differences in the representation of hydrological processes. Nevertheless, both methods effectively provided good estimates of groundwater recharge. The recharge rates estimated from the various methods were integrated into MODFLOW to assess their relative impacts on groundwater storage dynamics. The ensemble of MODFLOW projected groundwater storage outputs can provide guidance for sustainable groundwater management in the region.

由于岩溶含水层与地表的联系程度相对较高,因此特别容易受到人类活动和气候变化的影响。本研究以位于以色列和约旦河西岸的地中海岩溶含水层--西部山区含水层(WMA)为例,利用基于事件的补给计算方法组合来解决结构不确定性问题。将水土评估工具(SWAT)和基于过程的渗透模型(PIM)得出的空间分布式补给估算值与特定地点的经验回归模型进行了比较。SWAT 和 PIM 的年平均补给估算值为降水量的 32-34.6%,几乎与经验回归模型的结果(32-36%)相同。通过将 SWAT 和 PIM 方法与以色列降尺度区域气候模型进行参数化,对气候变化影响下的未来补给预测进行了量化。据 SWAT 预测,到 2051-2070 年,补给量将比 1981-2001 年减少 23%。与此相反,PIM 显示减少了 9%,这可能是由于通过优先流动路径表示了渗透,并排除了地表径流过程。这些不同的预测强调了在水文过程表示方法上的主要差异。不过,这两种方法都有效地估算了地下水补给量。将各种方法估算出的补给率整合到 MODFLOW 中,以评估它们对地下水储存动态的相对影响。MODFLOW 预测的地下水储量输出集合可为该地区的可持续地下水管理提供指导。
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引用次数: 0
Numerical modeling of development of Leandras and Double Bopper Caves, Grand Canyon, USA 美国大峡谷 Leandras 和 Double Bopper 洞穴开发的数值模拟
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-07-31 DOI: 10.1007/s10040-024-02812-z
Javad Ashjari, Benjamin Tobin, Alan E. Fryar, Zohreh Ashjari

The Grand Canyon is famous for its awe-inspiring natural wonders, including its caves. Double Bopper and Leandras caves have some of the longest passage lengths in the world and are nestled within the limestone of the Redwall Formation, featuring an intricate maze-like pattern. This study explored previous hypotheses about the formation of these caves. To simulate their development, multiple scenarios were tested utilizing the numerical model CAVE. Model simulation accuracy was evaluated through multivariate statistical analysis. The findings indicated that the intersection of faults surrounding the caves created a highly permeable zone, allowing meteoric and hypogene water to move freely, with or without a single point source of percolation. Given the uncertainty about past hydrogeologic conditions, the caves are estimated to have taken from 4 to 10 million years to develop, consistent with previous studies.

大峡谷以其令人惊叹的自然奇观而闻名于世,其中包括洞穴。双波普尔洞穴和莱恩德拉斯洞穴拥有世界上最长的洞穴通道,它们坐落在红墙岩层的石灰岩中,具有错综复杂的迷宫般格局。这项研究探讨了以前关于这些洞穴形成的假设。为了模拟这些洞穴的发展,利用数值模型 CAVE 对多种情况进行了测试。通过多元统计分析评估了模型模拟的准确性。研究结果表明,洞穴周围的断层交汇处形成了一个高渗透区,无论是否有单点渗流源,都能让流星水和次均质水自由流动。鉴于过去水文地质条件的不确定性,洞穴的形成估计需要 400 万到 1000 万年,这与之前的研究结果一致。
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引用次数: 0
Estimation of groundwater flux with active distributed temperature sensing and the finite volume point dilution method: a field comparison 利用主动分布式温度传感器和有限体积点稀释法估算地下水流量:实地比较
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-07-10 DOI: 10.1007/s10040-024-02805-y
Nataline Simon, Laura Balzani, Pierre Jamin, Serge Brouyère

Considering the importance of characterizing groundwater flow for assessing recharge and contaminant transport, this study investigates the potential of two field methods to estimate groundwater fluxes in consolidated aquifers. To accomplish this, both the finite volume point dilution method (FVPDM) test and active distributed temperature sensing (Active-DTS) measurements were conducted in a single piezometer in a chalk aquifer. The FVPDM is a single-well tracer experiment, that provides a measurement of the groundwater flow rate across the tested piezometer. Whereas the Active-DTS method was performed by deploying a fiber-optic (FO) cable outside the piezometer within the gravel filter. The Active-DTS method provided high spatial resolution and local groundwater flux estimates along the heated section. Numerical simulations were used to assess the distortion of the groundwater flow field induced by the presence of the well, demonstrating that the groundwater flux is maximum within the well screen, where the FVPDM test was conducted. In the immediate vicinity of the well, where the heated FO cable was installed, the groundwater flux is lower, and the flow pattern consisted of converging and diverging flow lines. Therefore, the position of the heated FO cable relative to the flow direction is critical and can have a significant impact on the estimation of the groundwater flux. Thus, even if the deployment of the FO cable within the gravel pack minimizes convective effects and opens up interesting perspectives to estimate vertical heterogeneities, this approach may be limited if the position of the FO cable relative to the flow direction is not well known.

考虑到确定地下水流特征对于评估补给和污染物迁移的重要性,本研究调查了两种实地方法在估算固结含水层中地下水通量方面的潜力。为此,在白垩系含水层的单个压强计中进行了有限体积点稀释法(FVPDM)试验和主动分布式温度传感(Active-DTS)测量。有限体积点稀释法是一种单井示踪实验,可测量穿过测试压水计的地下水流速。而 Active-DTS 方法是通过在砾石过滤器内的压强计外部署光纤(FO)电缆来实现的。Active-DTS 方法提供了高空间分辨率和沿加热断面的局部地下水流量估算。数值模拟用于评估水井的存在对地下水流场造成的扭曲,结果表明,在进行 FVPDM 试验的水井滤网内,地下水流量最大。在水井附近,也就是安装加热 FO 电缆的地方,地下水流量较低,水流模式由汇聚和发散流线组成。因此,加热 FO 电缆相对于水流方向的位置至关重要,会对地下水通量的估算产生重大影响。因此,即使在砾石堆内布设 FO 电缆可最大限度地减少对流效应,并为估算垂直异质性开辟了有趣的视角,但如果 FO 电缆相对于流动方向的位置不是很清楚,这种方法也会受到限制。
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引用次数: 0
The aquifer system of the Salado-Juramento fluvial megafan distal plain, Argentina: an integrated approach of geological, hydrogeological and numerical models 阿根廷萨拉多-朱拉门托巨型河漫滩远端平原的含水层系统:地质、水文地质和数值模型的综合方法
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-07-05 DOI: 10.1007/s10040-024-02808-9
Maria Belen Thalmeier, Leticia Rodríguez, Javier Heredia, Daniela Kröhling, Ernesto Brunetto

The hydrogeological system of the Bajos Submeridionales (BBSS), a large plain in Argentina, remains insufficiently understood. The BBSS is located in the distal part of one of the largest fluvial megafans in the Gran Chaco Plain, South America. The BBSS is sparsely populated and frequently affected by extreme drought and flood events that cause severe problems to communities and economic production. This research aims to improve the current hydrogeologic understanding of the system through the development of the first integrated hydrogeological model for the region. The BBSS hydrogeological system exhibits a relatively simple hydraulic behavior at a regional scale. The definitions of four hydrogeological units (HU) were based on the simplification of the sedimentary column for the area, representing the fundamental characteristics of the dynamics of groundwater flows, their interconnections and the interactions with surface-water bodies and the atmosphere through direct recharge. Due to the lack of available transient data, the hydrogeological conceptual model was numerically tested under a steady-state flow regime. The numerical model was instrumental to test the plausibility of the proposed conceptual model and evaluate the water balance components for the entire aquifer system. The numerical model highlighted the role of stream/aquifer interaction as a primary discharge mechanism and the occurrence of flow exchanges between HUs. A newly installed groundwater monitolring network will support future transient simulations to investigate the temporal evolution of the system and explore management interventions to achieve environmental sustainability criteria.

对阿根廷大平原 Bajos Submeridionales(BBSS)的水文地质系统仍然了解不足。Bajos Submeridionales 位于南美洲大查科平原(Gran Chaco Plain)最大的巨型河床之一的远端。BBSS 人口稀少,经常受到极端干旱和洪水事件的影响,给社区和经济生产造成严重问题。这项研究旨在通过为该地区开发首个综合水文地质模型,提高目前对该系统的水文地质认识。BBSS 水文地质系统在区域范围内表现出相对简单的水力行为。四个水文地质单元(HU)的定义基于对该地区沉积柱的简化,代表了地下水流动态的基本特征、它们之间的相互联系以及通过直接补给与地表水体和大气之间的相互作用。由于缺乏可用的瞬态数据,水文地质概念模型在稳态流动状态下进行了数值测试。数值模型有助于检验拟议概念模型的合理性,并评估整个含水层系统的水平衡组成部分。数值模型强调了溪流与含水层相互作用作为主要排泄机制的作用,以及 HU 之间发生的水流交换。新安装的地下水监控网络将支持未来的瞬态模拟,以研究系统的时间演变,并探索管理干预措施,以实现环境可持续性标准。
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引用次数: 0
Can small buried-valley aquifers be an emergency water source on the Canadian Prairies? 小型地下河谷含水层能否成为加拿大草原的应急水源?
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-07-05 DOI: 10.1007/s10040-024-02806-x
Marcus H. Kehler, Benjamin J. Rostron, Brian D. Smerdon, Daniel S. Alessi

Water security for regions that depend on mountain runoff is threatened by climate change and upstream impacts. To build resilience against water scarcity, groundwater may be an emergency or alternative water source, providing a temporary solution in the event of upstream contamination or during drought. Across western North America, buried-valley aquifers are a viable emergency water source. In Alberta, Canada, buried-valley aquifers supply domestic users; however, little is known about their capacity to supply larger water volumes. Using a regional groundwater model, this study investigated the capacity for buried-valley aquifers to supply water to the City of Edmonton, Alberta (population of 1 million) in an emergency scenario where the principal river water source was unusable. The numerical groundwater model has complex hydrostratigraphy, including glacial deposits, dipping bedrock units, and recently mapped Onoway, Beverly, and Stony buried-valley aquifers. Pumping rates varying from 10 to 375 ML/day were assessed for durations of 3, 30, and 365 days, corresponding to hypothetical response times for a range of emergencies. Although none of the aquifers could supply a sufficient volume of water for no change in service, it is possible that up to 190 ML/day could be sourced from groundwater for a period of 1 year. To achieve high rates of pumping, up to 13 production wells would be required in a buried-valley aquifer. The unique hydrogeological responses to hypothetical pumping scenarios also demonstrate the hydrogeology of buried-valley aquifers from a more holistic viewpoint as part of a regional groundwater flow system.

依赖山区径流的地区的水安全受到气候变化和上游影响的威胁。为了增强应对缺水的能力,地下水可以作为应急水源或替代水源,在上游污染或干旱时提供临时解决方案。在整个北美西部,埋藏在山谷中的含水层是一种可行的应急水源。在加拿大阿尔伯塔省,地下河谷含水层为家庭用户供水;然而,人们对其供应更大量水的能力知之甚少。本研究利用一个区域地下水模型,调查了在主要河水水源无法使用的紧急情况下,地下河谷含水层向阿尔伯塔省埃德蒙顿市(人口 100 万)供水的能力。地下水数值模型具有复杂的水文地层,包括冰川沉积、倾斜的基岩单元以及最近绘制的奥诺韦、贝弗利和斯托尼地下河谷含水层。在 3 天、30 天和 365 天的持续时间内,对 10 至 375 兆升/天的抽水率进行了评估,这与一系列紧急情况的假设响应时间相对应。虽然没有一个含水层可以在不改变服务的情况下提供足够的水量,但在 1 年的时间内,每天可以从地下水中获得高达 190 毫升的水。为了达到较高的抽水率,需要在埋藏于山谷中的含水层中打多达 13 口生产井。对假设抽水情况的独特水文地质反应,也从更全面的角度展示了作为区域地下水流系统一部分的地下河谷含水层的水文地质情况。
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引用次数: 0
Horizon-assisted lithologic modeling: understanding Mississippi Embayment and Coastal Lowlands aquifer systems in Louisiana and southwestern Mississippi, USA 地层辅助岩性建模:了解美国路易斯安那州和密西西比州西南部的密西西比河内湾和沿海低地含水层系统
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-06-27 DOI: 10.1007/s10040-024-02804-z
Shuo Yang, Frank T-C Tsai, Lance D. Yarbrough

The Mississippi Embayment aquifer system (MEAS) and the Coastal Lowlands aquifer system (CLAS) are two principal aquifers in the US Gulf Coastal Plain. Despite their importance to the region, a comprehensive characterization of these aquifers has not been achieved yet. In this study, the horizon-assisted lithologic modeling (HALM) method is introduced to integrate horizon structures and well log data for aquifer characterization. By employing horizon restorations, the HALM method proves to be versatile in incorporating various geologic features into lithologic models. The HALM method was applied to characterize both the MEAS and the CLAS in the Louisiana and southwestern Mississippi regions. The resulting large-scale high-resolution hydrostratigraphic model provides a highly accurate representation of aquifer structures in regionally extensive hydrogeologic units, including synclines, angular unconformities, and faulting. Notably, the model highlights the presence of surficial coarse sediments, indicating significant groundwater recharge zones for the Southern Hills aquifer system, the Chicot aquifer, and the Sparta aquifer. Additionally, the Mississippi River alluvial aquifer and the Chicot aquifer are found to be thick and shallow, making them easily accessible for irrigation purposes. Furthermore, the model reveals significant connections between rivers and alluvial aquifers in northern Louisiana, with reduced river–aquifer contact as one approaches the Gulf of Mexico. Comparing the two aquifer systems, the CLAS exhibits relatively thick and extensive aquifers compared to the MEAS. This study not only contributes to advancements in geologic modeling techniques but also enhances the understanding of regional hydrogeology in the US Gulf Coastal Plain.

密西西比河内湾含水层系统(MEAS)和沿海低地含水层系统(CLAS)是美国海湾沿海平原的两个主要含水层。尽管这两个含水层对该地区非常重要,但目前尚未对其进行全面的特征描述。在这项研究中,引入了地层辅助岩性建模(HALM)方法,将地层结构和测井数据整合到含水层特征描述中。通过采用地层复原,HALM 方法被证明在将各种地质特征纳入岩性模型方面具有多功能性。HALM 方法被用于描述路易斯安那州和密西西比州西南部地区的 MEAS 和 CLAS 的特征。由此产生的大尺度高分辨率水文地质模型高度准确地反映了区域广泛的水文地质单元中的含水层结构,包括突岩、角状不整合和断层。值得注意的是,该模型突出显示了表层粗沉积物的存在,表明南部丘陵含水层系统、奇科特含水层和斯巴达含水层具有重要的地下水补给区。此外,密西西比河冲积含水层和奇科特含水层厚度大,埋藏浅,便于灌溉。此外,该模型还揭示了路易斯安那州北部河流与冲积含水层之间的重要联系,在接近墨西哥湾时,河流与含水层之间的接触减少。对比两个含水层系统,CLAS 的含水层相对 MEAS 厚而宽。这项研究不仅推动了地质建模技术的发展,而且加深了人们对美国海湾沿海平原地区水文地质的了解。
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引用次数: 0
Deciphering the mechanism of groundwater temperature changes associated with longwall mining in a coalfield, China, using the extreme gradient boosting method 利用极端梯度提升法破解与中国煤田长壁开采相关的地下水温度变化机理
IF 2.8 3区 地球科学 Q2 GEOSCIENCES, MULTIDISCIPLINARY Pub Date : 2024-06-27 DOI: 10.1007/s10040-024-02807-w
Shen Qu, Guangcai Wang, Shouchuan Zhang, Zheming Shi, Xiangyang Liang, Ankun Luo

Investigations focusing on the impacts of mining on groundwater systems typically provide a qualitative analysis of groundwater flow and chemistry, whereas relatively few studies quantitatively analyze groundwater temperature perturbations induced by mining. This study aims to identify the hydrogeological mechanism responsible for changes to groundwater temperature associated with longwall coal mining. Here, the extreme gradient boosting (XGBoost) method was used to construct three models at different phases of mining disturbance to identify the factors governing groundwater temperature dynamics: (1) a pre-disturbance model; (2) an in-disturbance model; and (3) a post-disturbance model. The feature relative importance (FRI) of input variables contributing to groundwater temperature dynamics was quantified for a long-term groundwater monitoring dataset collected from the Ningtiaota Coalfield, Ordos Basin, China. Pre-mining disturbance groundwater temperatures were stable, and the XGBoost model identified the groundwater level of the respective monitoring wells to be the greatest predictor for variation in groundwater temperature. During mining disturbance, proximal monitoring wells exhibited a decline in groundwater temperature, where the FRI of groundwater temperature in an upgradient monitoring well increased by 151–662% relative to the pre-mining disturbance model. The monitoring of aquifer properties and stable isotope composition of groundwaters provided additional evidence to suggest groundwater temperature decreases were associated with increased recharge contributions from surficial Quaternary aquifers. Post-mining disturbance, groundwater temperature and aquifer specific storage demonstrated recovered to pre-mining conditions. This study provides insights into mining-induced groundwater temperature dynamics as a result of changes to hydraulic connection between aquifers.

针对采矿对地下水系统影响的调查通常对地下水流和化学性质进行定性分析,而对采矿引起的地下水温度扰动进行定量分析的研究相对较少。本研究旨在确定与长壁煤矿开采相关的地下水温度变化的水文地质机制。本研究采用极端梯度提升(XGBoost)方法构建了采矿扰动不同阶段的三个模型,以确定地下水温度动态变化的影响因素:(1)扰动前模型;(2)扰动中模型;(3)扰动后模型。针对从中国鄂尔多斯盆地宁条塔煤田收集的长期地下水监测数据集,对地下水温度动态输入变量的特征相对重要性(FRI)进行了量化。采矿扰动前地下水温度稳定,XGBoost 模型确定各监测井的地下水位是地下水温度变化的最大预测因子。在采矿扰动期间,近距离监测井的地下水温度出现下降,与采矿扰动前的模型相比,上游监测井的地下水温度 FRI 上升了 151-662%。对含水层性质和地下水稳定同位素组成的监测提供了更多证据,表明地下水温度的下降与第四纪表层含水层补给量的增加有关。采矿扰动后,地下水温度和含水层比储量恢复到采矿前的状态。这项研究为了解含水层之间水力联系的变化导致的采矿引起的地下水温度动态提供了见解。
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