利用多时相Sentinel-1数据监测2015—2021年唐山南部地区沉降特征

Monitoring Subsidence Characteristics in Southern Tangshan from 2015—2021 Using Multi-temporal Sentinel-1 Data

  • 摘要: 华北平原是中国最重要的农业和工业区之一,然而长期的地下水过度开采导致该区域面临严重的地面沉降问题。唐山市作为该地区的典型代表,其南部地区因经济快速发展和人口增长导致地下水过度开采,从而引发了显著的地面沉降现象。为了有效监测地表形变并分析其与地下水波动之间的关系,利用Sentinel-1多时相合成孔径雷达数据,采用小基线集合成孔径雷达干涉测量技术监测地表形变。并结合主成分分析提取时空变形特征,研究了2015—2021年间的唐山市南部地区的时空变形特征。研究结果显示,地面累积沉降量最大达到800 mm,研究区地面沉降与地下水开采呈显著相关性,存在地下水过度开采导致的长期线性形变特征,以及水位周期变化导致的季节性波动特征:春季干旱期因灌溉需求导致地下水抽取量增加,沉降速率加快;夏季降水补给则使沉降速率部分减缓,沉降相对于地下水位滞后15天左右。此外,研究还观测到了由人类活动,如采矿和城市扩展引发的局部沉降现象。该研究对城市地面形变监测和城市发展治理具有重要意义。

     

    Abstract:
    Objectives The North China Plain is one of the most important agricultural and industrial areas in China, however, long-term over-exploitation of groundwater has led to serious ground subsidence problems in the region. Tangshan City, as a typical representative of the region, has experienced significant surface subsidence due to over-exploitation of groundwater in the southern part of the city as a result of rapid economic development and population growth. The objective of this paper is to effectively monitor surface deformation and analyze its relationship with groundwater fluctuations.
    Methods Sentinel-1 multi-temporal synthetic aperture radar (SAR) data were utilised for monitoring using the small baseline subset interferometric SAR technique. The main deformation modes of the southern part of Tangshan City between 2015 and 2021 were isolated by principal components analysis (PCA).
    Results Spatial and temporal deformation characteristics of the southern part of Tangshan City were obtained. There are large-scale subsidence signals in coastal areas, mainly distributed in Ninghe-Hangu, Tanghai-Laoting, and Laoting-East, which coincide with the location of deep groundwater funnels. The maximum cumulative ground subsidence reaches 800 mm,PCA shows that there is a significant correlation between ground subsidence and groundwater exploitation in the study area. Overexploitation of groundwater leads to long-term linear deformation characteristics, with the explanatory components of linear deformation and its disturbance accounting for 95.88% and 1.91%, respectively. Periodic changes in water level lead to seasonal fluctuations, with the explanatory component accounting for 0.61%. The seasonal fluctuations are as follows: During the spring drought period, the amount of groundwater extraction increases due to irrigation demand, and the subsidence rate accelerates; The summer precipitation replenishment partially slows down the subsidence rate. And the analysis shows that there is a certain lag response of ground subsidence to groundwater level, with an interval of about 15 days. In addition, the study observed localised subsidence triggered by human activities such as mining and urban expansion.
    Conclusions The study is important for urban ground deformation monitoring and urban development governance.

     

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