Frontiers | Numerical simulation of groundwater in hyporheic zone with coupled parameter stochastic scheme

IF 2 3区 地球科学 Q3 GEOSCIENCES, MULTIDISCIPLINARY Frontiers in Earth Science Pub Date : 2024-06-18 DOI:10.3389/feart.2024.1426899
Jing Wang, Tianye Wang, Shougang Zhao, Ruidong Sun, Yan Lan, Yibo Zhang, Mengke Du, Taihe Zhang, Jinyu Wu, Quanfu Zhang
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Abstract

Groundwater numerical modeling is a crucial scientific tool for understanding groundwater circulation and supporting regional water resource planning and management. The effectiveness of these models depends largely on the accuracy of hydrogeological parameters within aquifers, which are often spatially heterogeneous and randomly distributed due to complex geological and tectonic factors. Traditional modeling approaches frequently overlook this randomness, compromising the precision and resolution of groundwater simulations. This study focuses on a section of the Qingshui River in the Huaihe River Basin. Using field and laboratory data, probability distribution functions for key parameters like hydraulic conductivity, specific yield, and specific storage were developed. These functions were integrated into the groundwater model to reflect the inherent stochastic nature of aquifer properties. This integration significantly enhanced model accuracy, reducing the root mean square error of simulated water levels from 0.47–1.43 m to 0.13–0.16 m and improving the Nash-Sutcliffe efficiency coefficients (NSE) from −2.96–0.73 to 0.94–0.98. Additionally, the model facilitated analysis of the interactions between river and groundwater, particularly in the hyporheic zone, under various scenarios. It identified spatial and temporal variations in groundwater recharge dynamics and delay effects at different distances from the river channel. For instance, recharge rates at 50 m and 150 m from the river were 0.295 m/day and 0.015 m/day, respectively, indicating stronger recharge closer to the river. The study also assessed the impact of varying river flows, riverbed permeability, and irrigation practices on water exchanges between the river and groundwater. These factors were found to significantly influence the intensity of water exchange, seepage, and groundwater reserves. This research provides valuable insights for managing river-groundwater interactions and analyzing the ecological environment of surrounding groundwater systems, underscoring the importance of incorporating stochastic characteristics into groundwater modeling.
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前沿 | 利用耦合参数随机方案对透水层地下水进行数值模拟
地下水数值模型是了解地下水循环和支持区域水资源规划与管理的重要科学工具。这些模型的有效性在很大程度上取决于含水层内水文地质参数的准确性,而由于复杂的地质和构造因素,含水层内的水文地质参数往往在空间上是异构和随机分布的。传统的建模方法往往忽略了这种随机性,影响了地下水模拟的精度和分辨率。本研究以淮河流域清水河河段为研究对象。利用实地和实验室数据,开发了水力传导率、比产率和比储量等关键参数的概率分布函数。这些函数被集成到地下水模型中,以反映含水层固有的随机性质。这种整合大大提高了模型的精度,将模拟水位的均方根误差从 0.47-1.43 米降低到 0.13-0.16 米,并将纳什-苏特克利夫效率系数(NSE)从-2.96-0.73 提高到 0.94-0.98。此外,该模型还有助于分析在各种情况下河流与地下水之间的相互作用,特别是在地下水层。它确定了距河道不同距离的地下水补给动态和延迟效应的时空变化。例如,距河道 50 米和 150 米处的补给率分别为 0.295 米/天和 0.015 米/天,表明离河道较近的补给较强。研究还评估了不同的河流流量、河床渗透性和灌溉方式对河流与地下水之间水交换的影响。研究发现,这些因素对水量交换强度、渗流和地下水储量有重大影响。这项研究为管理河流与地下水之间的相互作用以及分析周围地下水系统的生态环境提供了宝贵的见解,强调了将随机特征纳入地下水模型的重要性。
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来源期刊
Frontiers in Earth Science
Frontiers in Earth Science Earth and Planetary Sciences-General Earth and Planetary Sciences
CiteScore
3.50
自引率
10.30%
发文量
2076
审稿时长
12 weeks
期刊介绍: Frontiers in Earth Science is an open-access journal that aims to bring together and publish on a single platform the best research dedicated to our planet. This platform hosts the rapidly growing and continuously expanding domains in Earth Science, involving the lithosphere (including the geosciences spectrum), the hydrosphere (including marine geosciences and hydrology, complementing the existing Frontiers journal on Marine Science) and the atmosphere (including meteorology and climatology). As such, Frontiers in Earth Science focuses on the countless processes operating within and among the major spheres constituting our planet. In turn, the understanding of these processes provides the theoretical background to better use the available resources and to face the major environmental challenges (including earthquakes, tsunamis, eruptions, floods, landslides, climate changes, extreme meteorological events): this is where interdependent processes meet, requiring a holistic view to better live on and with our planet. The journal welcomes outstanding contributions in any domain of Earth Science. The open-access model developed by Frontiers offers a fast, efficient, timely and dynamic alternative to traditional publication formats. The journal has 20 specialty sections at the first tier, each acting as an independent journal with a full editorial board. The traditional peer-review process is adapted to guarantee fairness and efficiency using a thorough paperless process, with real-time author-reviewer-editor interactions, collaborative reviewer mandates to maximize quality, and reviewer disclosure after article acceptance. While maintaining a rigorous peer-review, this system allows for a process whereby accepted articles are published online on average 90 days after submission. General Commentary articles as well as Book Reviews in Frontiers in Earth Science are only accepted upon invitation.
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