Ground Deformation Monitoring Using InSAR and Meteorological Time Series and Least-Squares Wavelet Software: A Case Study in Catania, Italy
Abstract. Persistent Scatterers Interferometric Synthetic Aperture Radar (PS-InSAR) is an advanced satellite remote sensing technique which allows an effective monitoring of ground movement. In this work, PS-InSAR time series as well as precipitation and temperature time series in a region in Catania, Italy are utilized during 2018–2022, and their possible interconnections with land subsidence/uplift due to groundwater level change are investigated. First, the potential jumps in the displacement time series are removed, and then the Sequential Turning Point Detection (STPD) is applied to estimate the times when the velocity of the displacement time series changes. The results show a significant correlation between the frequency of turning points in displacement time series and precipitation trend change, particularly during the winter season. Furthermore, the Least-Squares Cross Wavelet Analysis (LSCWA) is applied to estimate the coherency and phase delay between the displacement and weather cycles in the time-frequency domain. The annual cycles of displacement and temperature show more coherency than the ones of displacement and precipitation across the study region. The results presented herein are important for infrastructure and water management planning.
- Location
-
Deutsche Nationalbibliothek Frankfurt am Main
- Extent
-
Online-Ressource
- Language
-
Englisch
- Bibliographic citation
-
Ground Deformation Monitoring Using InSAR and Meteorological Time Series and Least-Squares Wavelet Software: A Case Study in Catania, Italy ; volume:64 ; year:2024 ; pages:1-5 ; extent:5
Advances in geosciences ; 64 (2024), 1-5 (gesamt 5)
- Creator
-
Ghaderpour, Ebrahim
Scarascia Mugnozza, Gabriele
Mineo, Simone
Meisina, Claudia
Pappalardo, Giovanna
- DOI
-
10.5194/adgeo-64-1-2024
- URN
-
urn:nbn:de:101:1-2408051555220.769552077624
- Rights
-
Open Access; Der Zugriff auf das Objekt ist unbeschränkt möglich.
- Last update
-
14.08.2025, 10:49 AM CEST
Data provider
Deutsche Nationalbibliothek. If you have any questions about the object, please contact the data provider.
Associated
- Ghaderpour, Ebrahim
- Scarascia Mugnozza, Gabriele
- Mineo, Simone
- Meisina, Claudia
- Pappalardo, Giovanna
Other Objects (12)
Least-squares Geopotential Approximation by Windowed Fourier and Wavelet Transform
Least-squares collocation
The Constrained Least-Squares Paradox
Least-squares variance component estimation
Least-squares prediction of runoff
Convergence bounds for empirical nonlinear least-squares
Unbiased least-squares modification of Stokes’ formula
Least-squares collocation and the gravitational inverse problem
Gauss on least-squares and maximum-likelihood estimation
On Kosloff Tal-Ezer least-squares quadrature formulas
Gauss on least-squares and maximum-likelihood estimation
A fast least-squares algorithm for population inference
Least-squares Geopotential Approximation by Windowed Fourier and Wavelet Transform
Least-squares collocation
The Constrained Least-Squares Paradox
Least-squares variance component estimation
Least-squares prediction of runoff
Convergence bounds for empirical nonlinear least-squares
Unbiased least-squares modification of Stokes’ formula
Least-squares collocation and the gravitational inverse problem
Gauss on least-squares and maximum-likelihood estimation
On Kosloff Tal-Ezer least-squares quadrature formulas
Gauss on least-squares and maximum-likelihood estimation
A fast least-squares algorithm for population inference
Least-squares Geopotential Approximation by Windowed Fourier and Wavelet Transform
Least-squares collocation
The Constrained Least-Squares Paradox
Least-squares variance component estimation
Least-squares prediction of runoff
Convergence bounds for empirical nonlinear least-squares
Unbiased least-squares modification of Stokes’ formula
Least-squares collocation and the gravitational inverse problem
Gauss on least-squares and maximum-likelihood estimation
On Kosloff Tal-Ezer least-squares quadrature formulas
Gauss on least-squares and maximum-likelihood estimation