A Multivariate Time Series Analysis of Ground Deformation Using Persistent Scatterer Interferometry

A Multivariate Time Series Analysis of Ground Deformation Using Persistent Scatterer Interferometry

Ground deformations in urban areas can be the result of a combination of multiple factors and pose several hazards to infrastructures and human lives. In order to monitor these phenomena, Interferometric Synthetic Aperture Radar (InSAR) techniques are applied. The obtained signals record the overlap...

Full description

Bibliographic Details
Main Authors:	Serena Rigamonti, Giuseppe Dattola, Paolo Frattini, Giovanni Battista Crosta
Format:	Article
Language:	English
Published:	MDPI AG 2023-06-01
Series:	Remote Sensing
Subjects:	InSAR Ground deformation Subsidence PCA ICA Hierarchical Clustering
Online Access:	https://www.mdpi.com/2072-4292/15/12/3082

Similar Items

InSAR Monitoring Using Persistent Scatterer Interferometry (PSI) and Small Baseline Subset (SBAS) Techniques for Ground Deformation Measurement in Metropolitan Area of Concepción, Chile
by: Eugenia Giorgini, et al.
Published: (2023-12-01)

Analysis of Deformation Dynamics in Guatemala City Metropolitan Area Using Persistent Scatterer Interferometry
by: Carlos García-Lanchares, et al.
Published: (2023-08-01)

Spatial and Temporal Evolution of Ground Subsidence in the Beijing Plain Area Using Long Time Series Interferometry
by: Yueze Zheng, et al.
Published: (2023-01-01)

A Decade of Ground Deformation in Kunming (China) Revealed by Multi-Temporal Synthetic Aperture Radar Interferometry (InSAR) Technique
by: Wu Zhu, et al.
Published: (2019-10-01)

Quantifying Ground Subsidence Associated with Aquifer Overexploitation Using Space-Borne Radar Interferometry in Kabul, Afghanistan
by: Gauhar Meldebekova, et al.
Published: (2020-07-01)

Permafrost Ground Ice Melting and Deformation Time Series Revealed by Sentinel-1 InSAR in the Tanggula Mountain Region on the Tibetan Plateau
by: Lingxiao Wang, et al.
Published: (2022-02-01)

Monitoring of Radial Deformations of a Gravity Dam Using Sentinel-1 Persistent Scatterer Interferometry
by: Jannik Jänichen, et al.
Published: (2022-02-01)

Monitoring of ground deformation in Liulin district, China using InSAR approaches
by: Zheyuan Du, et al.
Published: (2018-03-01)

Investigating Ground Subsidence and the Causes over the Whole Jiangsu Province, China Using Sentinel-1 SAR Data
by: Yonghong Zhang, et al.
Published: (2021-01-01)

Detection of Terrain Deformations Using InSAR Techniques in Relation to Results on Terrain Subsidence (Ciudad de Zaruma, Ecuador)
by: Marcelo Cando Jácome, et al.
Published: (2020-05-01)

Surface deformation extraction from small baseline subset synthetic aperture radar interferometry (SBAS-InSAR) using coherence-optimized baseline combinations
by: Shunyao Wang, et al.
Published: (2022-12-01)

Study of Recent Deformations in the Bogotá Savanna and the City of Bogotá (Colombia) Using Multi-Temporal Satellite Radar Interferometry
by: Juan S. Tamayo Duque, et al.
Published: (2023-11-01)

Revealing Land Surface Deformation Over the Yineng Backfilling Mining Area, China, by Integrating Distributed Scatterer SAR Interferometry and a Mining Subsidence Model
by: Yu Chen, et al.
Published: (2023-01-01)

Ground Deformation in Yuxi Basin Based on Atmosphere-Corrected Time-Series InSAR Integrated with the Latest Meteorological Reanalysis Data
by: Shipeng Guo, et al.
Published: (2022-11-01)

Survey and visualization of land subsistence caused by groundwater depletion using Sentinel-1A IW TOPS Interferometry
by: R Dehghani Bidgoli, et al.
Published: (2021-01-01)

Accuracy of Sentinel-1 PSI and SBAS InSAR Displacement Velocities against GNSS and Geodetic Leveling Monitoring Data
by: Francesca Cigna, et al.
Published: (2021-11-01)

Ground Subsidence Analysis in Tianjin (China) Based on Sentinel-1A Data Using MT-InSAR Methods
by: Dong Li, et al.
Published: (2020-08-01)

Polarimetric Persistent Scatterer Interferometry for Ground Deformation Monitoring with VV-VH Sentinel-1 Data
by: Feng Zhao, et al.
Published: (2022-01-01)

Urban hazards caused by ground deformation and building subsidence over fossil lake beds: a study from Taipei City
by: Shih-Yuan Lin
Published: (2022-12-01)

Decades of Ground Deformation in the Weihe Graben, Shaanxi Province, China, in Response to Various Land Processes, Observed by Radar Interferometry and Levelling
by: Jianlong Chen, et al.
Published: (2021-06-01)

Preliminary Investigation of Sudden Ground Subsidence and Building Tilt in Balitai Town, Tianjin City, on 31 May 2023
by: Haonan Jiang, et al.
Published: (2023-10-01)

InSAR Modeling and Deformation Prediction for Salt Solution Mining Using a Novel CT-PIM Function
by: Xuemin Xing, et al.
Published: (2022-02-01)

Countrywide Monitoring of Ground Deformation Using InSAR Time Series: A Case Study from Qatar
by: Mustafa Kemal Emil, et al.
Published: (2021-02-01)

Compressed SAR Interferometry in the Big Data Era
by: Dinh Ho Tong Minh, et al.
Published: (2022-01-01)

Land Subsidence Susceptibility Mapping Using Persistent Scatterer SAR Interferometry Technique and Optimized Hybrid Machine Learning Algorithms
by: Babak Ranjgar, et al.
Published: (2021-03-01)

GNSS Ground deformation observation network optimization assisted using prior InSAR-derived ground surface deformation and multiscale iteration estimation
by: Wenxiang Mao, et al.
Published: (2024-12-01)

Nationwide urban ground deformation in Japan for 15 years detected by ALOS and Sentinel-1
by: Yu Morishita, et al.
Published: (2023-11-01)

Ground Surface Deformation Analysis Integrating InSAR and GPS Data in the Karstic Terrain of Cheria Basin, Algeria
by: Loubna Hamdi, et al.
Published: (2023-03-01)

Long-Term Subsidence Monitoring of the Alluvial Plain of the Scheldt River in Antwerp (Belgium) Using Radar Interferometry
by: Pierre-Yves Declercq, et al.
Published: (2021-03-01)

Landslide Deformation Monitoring by Adaptive Distributed Scatterer Interferometric Synthetic Aperture Radar
by: Hongguo Jia, et al.
Published: (2019-09-01)

Twenty years of coal mining-induced subsidence in the Upper Silesia in Poland identified using InSAR
by: Maria Przyłucka, et al.
Published: (2022-11-01)

Brackish-water desalination plant modulates ground deformation in the city of Cape Coral, Florida
by: Gökhan Aslan, et al.
Published: (2023-06-01)

Characterization of the Land Deformation Induced by Groundwater Withdrawal and Aquifer Parameters Using InSAR Observations in the Xingtai Plain, China
by: Sha Song, et al.
Published: (2022-09-01)

Subsidence Monitoring of Fill Area in Yan’an New District Based on Sentinel-1A Time Series Imagery
by: Mingjie Liao, et al.
Published: (2021-08-01)

What Have We Learned from the Past? An Analysis of Ground Deformations in Urban Areas of Palermo (Sicily, Italy) by Means of Multi-Temporal Synthetic Aperture Radar Interferometry Techniques
by: Nicola Angelo Famiglietti, et al.
Published: (2023-10-01)

Revealing the Land Subsidence Deceleration in Beijing (China) by Gaofen-3 Time Series Interferometry
by: Yakun Han, et al.
Published: (2023-07-01)

Displacement Monitoring in Airport Runways by Persistent Scatterers SAR Interferometry
by: Luca Bianchini Ciampoli, et al.
Published: (2020-10-01)

Comparative Analysis of Theoretical, Observational, and Modeled Deformation of Ground Subsidence: The Case of the Alhada Pb-Zn Mine
by: Liming He, et al.
Published: (2022-07-01)

Urban development induced subsidence in deltaic environments: A case study in Hanoi, Vietnam
by: Luke Bateson, et al.
Published: (2023-12-01)

Spatiotemporal Evolution of Ground Subsidence and Extensional Basin Bedrock Organization: An Application of Multitemporal Multi-Satellite SAR Interferometry
by: Carlo Alberto Brunori, et al.
Published: (2023-04-01)