解读沿海平原地下水动态:来自平湖市卫星和水文数据的见解

IF 5.9 1区 地球科学 Q1 ENGINEERING, CIVIL
Chengcheng Wu , Chengpeng Lu , Edward Park , Yunfeng Wang , Yangcun Xie , Alain M. Plattner , Zhibin Li , Bo Liu , Longcang Shu , Yong Zhang
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引用次数: 0

摘要

地下水是地球上最大的活跃淡水资源,在维持生态系统、经济和社会方面发挥着关键作用。在过去的20年里,中国的地下水调控政策显著提高了许多地区的地下水位。然而,一些地区经历了与地下水开采无关的意外或异常的GWL下降。本研究的目的是探讨平湖市沿海多层含水层异常地下水动力学过程的成因。通过利用多源卫星数据分析,包括GRACE、InSAR和同位素技术,本研究确定了地下水系统内的泄漏和降水、蒸散的变化是平湖市所有监测站地下水储水量减少的主要驱动因素。在三种降尺度方法中,随机森林模型的降尺度精度最高(R2 = 0.72,CC = 0.85,RMSE = 0.11)。在GWS变化与气象变量之间观察到很强的相关性(约0.75)。监测多个深承压含水层的洪尼(HN)站对GWS波动特别敏感。为了解释这些动态,开发了一个概念模型来描述多层含水层系统内的相互作用,包括由可泄漏含水层分隔的非承压含水层和承压含水层。平湖市观测到的层状含水层-含水层结构是全球海岸和冲积沉积体系的一个特征。所建立的概念模型在美国德克萨斯州沿海多层含水层中也被证明是有效的。该模型为研究具有类似地质环境的沿海平原地下水动力学提供了一个有价值的框架。该分析进一步揭示了影响深层含水层响应的关键因素的时间效应,为深层地下水系统变化的驱动机制提供了重要见解。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Deciphering coastal plain groundwater dynamics: insights from satellite and hydrologic data in Pinghu City, China
Groundwater, the planet’s largest active freshwater resource, plays a critical role in sustaining ecosystems, economies, and societies. Over the past two decades, China’s groundwater regulation policies have significantly elevated groundwater levels (GWLs) in many regions. However, some areas have experienced unexpected or anomalous GWL declines unrelated to groundwater extraction. The purpose of this study is to investigate the causes of anomalous groundwater dynamics processes in a coastal multilayered aquifer in Pinghu city, China. By leveraging multi-source satellite data analyses, including GRACE, InSAR, and isotope techniques, this study identified that leakage within groundwater systems and changes in precipitation, evapotranspiration were the primary drivers of groundwater storage (GWS) reduction across all monitoring stations in Pinghu City, China. The Random Forest model yielded the highest accuracy (R2 = 0.72, CC = 0.85, RMSE = 0.11) among the three downscaling methods. A strong correlation (around 0.75) is observed between GWS changes and meteorological variables. The Hongni (HN) station, which monitors multiple deep confined aquifers, was particularly sensitive to GWS fluctuations. To interpret these dynamics, a conceptual model was developed to characterize the interactions within the multi-layered aquifer system, consisting of both unconfined and confined aquifers separated by leakable aquitards. The layered aquifer-aquitard structure observed in Pinghu City is a characteristic feature of coastal and alluvial depositional systems globally. The developed conceptual model was also proven to be effective in the coastal multilayered aquifer in Texas, USA. This model offers a valuable framework for investigating groundwater dynamics in coastal plains with analogous geological settings. The analysis further revealed a temporal effect of key factors influencing the response of deep aquifers, providing critical insights into the mechanisms driving changes in deep groundwater systems.
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来源期刊
Journal of Hydrology
Journal of Hydrology 地学-地球科学综合
CiteScore
11.00
自引率
12.50%
发文量
1309
审稿时长
7.5 months
期刊介绍: The Journal of Hydrology publishes original research papers and comprehensive reviews in all the subfields of the hydrological sciences including water based management and policy issues that impact on economics and society. These comprise, but are not limited to the physical, chemical, biogeochemical, stochastic and systems aspects of surface and groundwater hydrology, hydrometeorology and hydrogeology. Relevant topics incorporating the insights and methodologies of disciplines such as climatology, water resource systems, hydraulics, agrohydrology, geomorphology, soil science, instrumentation and remote sensing, civil and environmental engineering are included. Social science perspectives on hydrological problems such as resource and ecological economics, environmental sociology, psychology and behavioural science, management and policy analysis are also invited. Multi-and interdisciplinary analyses of hydrological problems are within scope. The science published in the Journal of Hydrology is relevant to catchment scales rather than exclusively to a local scale or site.
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