基于时序InSAR的无锡地表形变监测及驱动分析

    Wuxi surface deformation monitoring and driving analysis based on time-series InSAR

    • 摘要: 本文利用2019至2021年的Sentinel-1A卫星影像数据,通过时序InSAR技术获取了江苏省无锡市主城区的地面形变时空分布信息,并结合地下水位数据分区域进行沉降与抬升机理分析。同时,基于研究区可能导致沉降的各驱动因子数据与地理探测器模型,对无锡城区地面沉降的时空演变规律及影响因素进行量化分析。研究结果表明:(1)无锡市主城区表现出不均匀分布的抬升与沉降,沉降区集中在南北部,抬升区集中在西北与东南,形变速率范围为-22~20mm/a,其他地区趋于稳定。(2)分异及因子探测中,地下水位为影响沉降的主导因素。(3)交互作用探测中,地下水位与建筑密度的协同影响呈现出最高的解释力,各驱动因子的交互作用解释均为增强。

       

      Abstract:  In this paper, the spatial and temporal distribution information of ground deformation in the main urban area of Wuxi City, Jiangsu Province, is obtained by time-series InSAR technique using the Sentinel-1A satellite image data from 2019 to 2021 and analysed by subregion in conjunction with the groundwater level data for the mechanism of subsidence and uplift. Meanwhile, based on the data of each driving factor that may lead to subsidence in the study area and the geodetic detector model, the spatio-temporal evolution pattern of ground subsidence and the influencing factors in the urban area of Wuxi are quantitatively analysed. The results of the study show that: (1) the main urban area of Wuxi City shows unevenly distributed uplift and subsidence, with the subsidence area concentrated in the north and south, the uplift area concentrated in the northwest and southeast, and the rate of deformation ranging from -22 to 20 mm/a, while the other areas tend to be stable. (2) In the differentiation and factor detection, groundwater level is the dominant factor affecting subsidence. (3) In the interaction detection, the synergistic effect of groundwater level and building density showed the highest explanatory power, and the interaction explanation of each driving factor was enhanced.
       

       

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