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利用快速傅里叶变换(FFT)时间序列分析方法从 Gediz 地堑的合成孔径雷达干涉测量(InSAR)结果中确定周期性变形。

Determination of periodic deformation from InSAR results using the FFT time series analysis method in Gediz Graben.

作者信息

Hastaoglu K O, Poyraz F, Erdogan H, Tiryakioglu I, Ozkaymak C, Duman H, Gül Y, Guler S, Dogan A, Gul Y

机构信息

Department of Geomatics Engineering, Sivas Cumhuriyet University, 58140 Sivas, Turkey.

Department of Geomatics Engineering, Aksaray University, 68100 Aksaray, Turkey.

出版信息

Nat Hazards (Dordr). 2023;117(1):491-517. doi: 10.1007/s11069-023-05870-w. Epub 2023 Feb 21.

Abstract

Permanent Scatterers (PS) point velocities obtained by the interferometric synthetic aperture radar (InSAR) method are generally determined using the linear regression model, which ignores periodic and seasonal effects. In this study, software was developed that can detect periodic effects by applying fast Fourier transformation (FFT) time series analysis to InSAR results. Using the FFT time series analysis, the periodic components of the surface movements at the PS points were determined, and then the annual velocity values free from periodic effects were obtained. The study area was chosen as the Gediz Graben, a tectonically active region where aseismic surface deformations have been observed in recent years. As a result, using the developed method, seasonal effects were successfully determined with the InSAR method at the PS points in the study area with a period of 384 days and an average amplitude of 19 mm. In addition, groundwater level changes of a water well in the region were modeled, and 0.93 correlation coefficient values were calculated between seasonal InSAR displacement values and water level changes. Thus, using the developed methodology, the relationship between the tectonic movement in the Gediz Graben in Turkey and the seasonal movements and the change in the groundwater level was determined.

摘要

通过干涉合成孔径雷达(InSAR)方法获得的永久散射体(PS)点速度通常使用线性回归模型来确定,该模型忽略了周期性和季节性影响。在本研究中,开发了一种软件,该软件可以通过对InSAR结果应用快速傅里叶变换(FFT)时间序列分析来检测周期性影响。使用FFT时间序列分析,确定了PS点处地表运动的周期性分量,然后获得了不受周期性影响的年速度值。研究区域选择为 Gediz 地堑,这是一个构造活跃区域,近年来观察到了无震地表变形。结果,使用所开发的方法,在研究区域的PS点成功地用InSAR方法确定了季节性影响,其周期为384天,平均振幅为19毫米。此外,对该地区一口水井的地下水位变化进行了建模,并计算了季节性InSAR位移值与水位变化之间的相关系数值为0.93。因此,使用所开发的方法,确定了土耳其 Gediz 地堑的构造运动与季节性运动以及地下水位变化之间的关系。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/26e2/9942630/dc47011019e0/11069_2023_5870_Fig1_HTML.jpg

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