南水北调中线地面沉降演化与地下水变化

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Rui Zhang, Ting Wang, Guoxiang Liu, Age Shama, Anmengyun Liu, Xiaowen Wang, Lin Deng, Wenfei Mao
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引用次数: 0

摘要

南水北调中线工程(SNWD-MRP)从河南到京津冀,穿越了中国北方两大农业产区和人口稠密地区。这对缓解这些地区的水资源短缺和改善当地生态环境具有深远的意义。本文介绍了一种将FS-InSAR方法与地面测量数据校正相结合的广域沉降监测技术。在此基础上,利用沿线实测的地下水位数据进行相关性分析,探索地下水位波动与不均匀沉降动力学之间的内在联系。最后,采用机器学习算法量化地下水变化对地面沉降的影响。结果表明,沉降与地下水位波动具有较高的相关性(R值为0.6 ~ 0.9)。机器学习训练结果表明,地下水储存量变化是影响沉降的主要因素,占75.1%。进一步分析原因,地下水过度开采导致地下水位下降,导致砂层孔隙压力降低,有效应力增加,由于排水滞后导致粘土层二次固结沉降,而SNWD-MRP通过减少地下水抽取和生态补水,减少含水层压力释放,促进地下水位反弹。并导致地层压缩过程的稳定化。研究表明,地下水损失仍然是控制沉降的主要因素。SNWD启动后,京津地区的沉降明显减缓并趋于稳定。总体而言,该重大水利工程有效缓解了不均匀沉降,对区域地面稳定和环境改善具有积极作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Ground subsidence evolution and groundwater variation in the middle route of south to north water diversion project.

The South-to-North Water Diversion Middle Route Project (SNWD-MRP) traverses two major agricultural production areas and populous regions in northern China, from Henan to Beijing-Tianjin-Hebei (BTH). It is of profound significance in alleviating water resource scarcity and improving the local ecological environment in these areas. This paper introduces a wide-area subsidence monitoring technology that combines the FS-InSAR method with ground measurement data correction. Based on this, a correlation analysis is conducted using measured groundwater level data along the route, exploring the intrinsic link between groundwater level fluctuations and uneven subsidence dynamics. Finally, a machine learning algorithm is employed to quantify the impact of groundwater changes on ground subsidence. The results indicate a high correlation between subsidence and groundwater level fluctuations (R: 0.6 ~ 0.9). The machine learning training results show that changes in groundwater storage are the main factor affecting subsidence, accounting for 75.1%. Further analyzing the reasons, groundwater over-exploitation triggers a drop in the groundwater level, which leads to a decrease in the pore pressure and an increase in the effective stress in the sand layer, and secondary consolidation and subsidence in the clay layer due to the drainage lag, whereas SNWD-MRP contributes to the rebound of the groundwater level through the reduction of groundwater extraction and ecological water recharge, which reduces the pressure release from the aquifer, and leads to the stabilization of the compression process of the strata. This study indicates that groundwater losses remain the primary controlling factor of subsidence. After the SNWD's initiation, subsidence in the Beijing and Tianjin areas has noticeably slowed and stabilized. Overall, this major water project has effectively mitigated uneven subsidence, underscoring its positive role in regional ground stabilization and environmental improvement.

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来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
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