鲁北平原含水层恢复:来自InSAR和地下水头监测的启示

IF 2.8 3区 地球科学 Q2 ASTRONOMY & ASTROPHYSICS
Guangli Su , Chunbao Xiong , Wei Zhan , Xuechuan Li , Hong Liang , Yu Li
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引用次数: 0

摘要

虽然在人类活动的影响下,一些地区的地下水位逐渐稳定,甚至有所上升,但持续的地面沉降仍然令人担忧。这种情况突出表明迫切需要研究含水层系统的恢复机制,特别是关注地下水动力学和地层变形的相互联系过程。本文以南水北调东线工程的主要受援区——华北平原东南部的鲁北平原为研究对象,对这些科学问题进行了深入探讨。在本研究中,我们利用有限的GNSS数据来解决InSAR大气误差,并采用加权最小二乘时间序列反演方法来增强变形时间序列的鲁棒性。此外,采用独立分量分析(ICA)盲源分离技术分离InSAR混合信号,成功隔离了含水层系统内砂层和粘土层以及环境载荷引起的变形信号。这些方法极大地促进了地下水动力学与地层变形之间相互作用过程的探索。结果表明,由于砂层和粘土层对地下水动态的不同响应,含水层系统恢复阶段的地表变形与GWL之间存在复杂的关系。研究发现,在含水层系统恢复阶段(补给大于排放阶段),砂层首先恢复回弹,弱渗透粘土层继续固结。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Aquifer restoration in the Lubei Plain, China: Insights from InSAR and groundwater head monitoring
Although groundwater levels (GWL) have gradually stabilized and even increased in some regions under human intervention, persistent land subsidence remains a concern. This situation underscores the urgent need to investigate the restoration mechanisms of the aquifer system, particularly focusing on the interconnected processes of groundwater dynamics and strata deformation. This study specifically concentrates on the Lubei Plain in the southeast of the North China Plain—a chief recipient area of the East Route of the South-to-North Water Diversion Project—to delve into these scientific inquiries. In this study, we utilize a limited amount of GNSS data to address InSAR atmospheric errors and employ a weighted least squares time series inversion method to enhance the robustness of the deformation time series. Furthermore, a blind source separation technique named Independent Component Analysis (ICA) is applied to separate mixed signals of InSAR, successfully isolating deformation signals from both the sand and clay layers within the aquifer system, as well as those induced by environmental loadings. These approaches significantly facilitate the exploration of the interactive processes between groundwater dynamics and strata deformation. The result reveals a complex relationship between GWL and surface deformation during the aquifer system’s recovery stage due to the distinct responses of the sand and clay layers to groundwater dynamics. We find that during the restoration phase of aquifer system (when recharge exceeds discharge), the sand layers undergo recovery and rebound firstly, while weakly permeable clay layers continue to consolidate.
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来源期刊
Advances in Space Research
Advances in Space Research 地学天文-地球科学综合
CiteScore
5.20
自引率
11.50%
发文量
800
审稿时长
5.8 months
期刊介绍: The COSPAR publication Advances in Space Research (ASR) is an open journal covering all areas of space research including: space studies of the Earth''s surface, meteorology, climate, the Earth-Moon system, planets and small bodies of the solar system, upper atmospheres, ionospheres and magnetospheres of the Earth and planets including reference atmospheres, space plasmas in the solar system, astrophysics from space, materials sciences in space, fundamental physics in space, space debris, space weather, Earth observations of space phenomena, etc. NB: Please note that manuscripts related to life sciences as related to space are no more accepted for submission to Advances in Space Research. Such manuscripts should now be submitted to the new COSPAR Journal Life Sciences in Space Research (LSSR). All submissions are reviewed by two scientists in the field. COSPAR is an interdisciplinary scientific organization concerned with the progress of space research on an international scale. Operating under the rules of ICSU, COSPAR ignores political considerations and considers all questions solely from the scientific viewpoint.
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