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Imaging Land Subsidence Induced by Groundwater Extraction in Beijing (China) Using Satellite Radar Interferometry

https://doi.org/10.3390/rs8060468
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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Urban Development Challenges, Risks and Resilience in Asian Mega Cities
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Characterization of land subsidence induced by groundwater withdrawals in the plain of Beijing city, China
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The state of land subsidence and prediction approaches due to groundwater withdrawal in China
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Using borehole core analysis to reveal Late Quaternary paleoearthquakes along the Nankou-Sunhe Fault, Beijing
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Spatial-temporal characteristics of land subsidence corresponding to dynamic groundwater funnel in Beijing Municipality, China
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Study of the land subsidence in Orihuela City (SE Spain) using PSI data: Distribution, evolution and correlation with conditioning and triggering factors
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Land subsidence due to groundwater withdrawal in the northern Beijing plain, China
inferredcites →https://doi.org/10.1016/j.gloenvcha.2014.04.022openalex-snapshot
Water on an urban planet: Urbanization and the reach of urban water infrastructure
inferredcites →https://doi.org/10.1016/j.jhydrol.2011.01.057openalex-snapshot
Persistent Scatterer Interferometry subsidence data exploitation using spatial tools: The Vega Media of the Segura River Basin case study
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Recent advances on surface ground deformation measurement by means of repeated space-borne SAR observations
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Microelectronics-embedded channel bridging and signal regeneration of injured spinal cords
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inferredcites →https://doi.org/10.1029/2002jb002267openalex-snapshot
Time‐dependent land uplift and subsidence in the Santa Clara valley, California, from a large interferometric synthetic aperture radar data set
inferredcites →https://doi.org/10.1029/wr011i003p00465openalex-snapshot
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A TerraSAR-X InSAR study of landslides in southern Kyrgyzstan, Central Asia
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Spatiotemporal characteristics of the Huangtupo landslide in the Three Gorges region (China) constrained by radar interferometry
inferredcites →https://doi.org/10.1109/36.868878openalex-snapshot
Nonlinear subsidence rate estimation using permanent scatterers in differential SAR interferometry
inferredcites →https://doi.org/10.1109/36.898661openalex-snapshot
Permanent scatterers in SAR interferometry
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Exploration of Subsidence Estimation by Persistent Scatterer InSAR on Time Series of High Resolution TerraSAR-X Images
inferredcites →https://doi.org/10.1109/lgrs.2011.2166053openalex-snapshot
MERIS Atmospheric Water Vapor Correction Model for Wide Swath Interferometric Synthetic Aperture Radar
inferredcites →https://doi.org/10.1109/tgrs.2002.803792openalex-snapshot
A new algorithm for surface deformation monitoring based on small baseline differential SAR interferograms
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Linear and nonlinear terrain deformation maps from a reduced set of interferometric sar images
inferredcites →https://doi.org/10.1109/tgrs.2009.2019125openalex-snapshot
Integration of InSAR Time-Series Analysis and Water-Vapor Correction for Mapping Postseismic Motion After the 2003 Bam (Iran) Earthquake
inferredcites →https://doi.org/10.1109/tgrs.2009.2030792openalex-snapshot
Nonuniform Ground Motion Monitoring With TerraSAR-X Persistent Scatterer Interferometry
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Two-dimensional phase unwrapping with use of statistical models for cost functions in nonlinear optimization
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Phase unwrapping in three dimensions with application to InSAR time series
inferredcites →https://doi.org/10.3133/cir1182openalex-snapshot
Land subsidence in the United States
inferredcites →https://doi.org/10.3390/rs5041774openalex-snapshot
Deformation Trend Extraction Based on Multi-Temporal InSAR in Shanghai
inferredcites →https://doi.org/10.3390/rs6053648openalex-snapshot
Long-Term Land Subsidence Monitoring of Beijing (China) Using the Small Baseline Subset (SBAS) Technique
inferredcites →https://doi.org/10.3390/rs6097933openalex-snapshot
L- and X-Band Multi-Temporal InSAR Analysis of Tianjin Subsidence
inferredcites →https://doi.org/10.5194/piahs-372-239-2015openalex-snapshot
Research of features related to land subsidence and ground fissure disasters in the Beijing Plain

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Land subsidence through ICOPS time-series coupled with metaheuristic optimized CNN-based susceptibility mapping: a case study in Bandung, Indonesia
inferred← citeshttps://doi.org/10.1088/1755-1315/638/1/012043openalex-snapshot
Land subsidence in Beijing from 2017-2018 revealed by Sentinel-1A TOPS time series interferometry
inferred← citeshttps://doi.org/10.1109/access.2025.3568144openalex-snapshot
Investigating the InSAR Phase Bias in the SBAS Algorithm and Its Effect on Different Landcovers
inferred← citeshttps://doi.org/10.1109/icipca59209.2023.10257768openalex-snapshot
Research on the Protection of Architectural Heritage Based on SBAS and LSTM Technologies
inferred← citeshttps://doi.org/10.1109/ictc55196.2022.9952841openalex-snapshot
Urban Subsidence monitoring in Pohang city using time-series InSAR technique
inferred← citeshttps://doi.org/10.1109/igarss.2017.8128029openalex-snapshot
Ground deformation monitoring in Beijing using both Sentinel and ALOS
inferred← citeshttps://doi.org/10.1109/jiot.2020.3041386openalex-snapshot
An Architecture for IoT-Enabled Smart Transportation Security System: A Geospatial Approach
inferred← citeshttps://doi.org/10.1109/jmass.2023.3349195openalex-snapshot
Monitoring and Risk Assessment of Urban Surface Deformation Based on PS-InSAR Technology: A Case Study of Nanjing City
inferred← citeshttps://doi.org/10.1109/jstars.2021.3106666openalex-snapshot
HLSTM: Heterogeneous Long Short-Term Memory Network for Large-Scale InSAR Ground Subsidence Prediction
inferred← citeshttps://doi.org/10.1109/jstars.2021.3134177openalex-snapshot
Kinematic Behavior Analysis of the Wadi Landslide From Time-Series Sentinel-1 Data
inferred← citeshttps://doi.org/10.1109/jstars.2022.3171517openalex-snapshot
ValInSAR: A Systematic Approach for the Validation of Differential SAR Interferometry in Land Subsidence Areas
inferred← citeshttps://doi.org/10.1109/jstars.2022.3223027openalex-snapshot
Spatial and Temporal Evolution of Ground Subsidence in the Beijing Plain Area Using Long Time Series Interferometry
inferred← citeshttps://doi.org/10.1109/jstars.2025.3552665openalex-snapshot
Bridge Deformation Prediction Using KCC-LSTM With InSAR Time Series Data
inferred← citeshttps://doi.org/10.1109/tgrs.2026.3707944openalex-snapshot
A Three-Cornered Hat-Based Approach for Time-Series InSAR Accuracy Assessment
inferred← citeshttps://doi.org/10.1155/2019/4204580openalex-snapshot
Demonstration of Time-Series InSAR Processing in Beijing Using a Small Stack of Gaofen-3 Differential Interferograms
inferred← citeshttps://doi.org/10.1155/adce/5559122openalex-snapshot
Study on the Deformation Characteristics of Railway Subgrade Structures Induced by Groundwater Level Changes
inferred← citeshttps://doi.org/10.1177/14759217251334328openalex-snapshot
Land subsidence-induced damage assessment along Beijing–Tianjin high-speed railway from space using high-resolution TerraSAR-X data
inferred← citeshttps://doi.org/10.15243/jdmlm.2025.122.7235openalex-snapshot
Assessing land subsidence from anthropogenic activity in Northern Sumatra, Indonesia revealed using SAR interferometry
inferred← citeshttps://doi.org/10.15244/pjoes/142142openalex-snapshot
Improvement of the Ecological Protection Compensation Policy for Adjustment of Planting Structure in an Area of Groundwater Overexploitation: A Tripartite Evolutionary Game Study
inferred← citeshttps://doi.org/10.20868/upm.thesis.67786openalex-snapshot
Estudio de la subsidencia del terreno producida por la explotación de acuíferos mediante datos de Interferometría Radar Satélite
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3880879/v1openalex-snapshot
Optimization of land subsidence prediction features based on machine learning and SHAP value with Sentinel-1 InSAR Data
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3926697/v1openalex-snapshot
Enhancement of land subsidence prediction capabilities using machine learning and SHAP value analysis with Sentinel-1 InSAR Data
inferred← citeshttps://doi.org/10.2139/ssrn.5968001openalex-snapshot
The relationship between InSAR-detected surface deformation and soil erosion: insights from an interpretable machine learning analysis
inferred← citeshttps://doi.org/10.2139/ssrn.6303952openalex-snapshot
A practical framework for geological hazard assessment in underground space: Application to a thick soft-soil region in eastern China
inferred← citeshttps://doi.org/10.2166/hydro.2020.247openalex-snapshot
A study of land subsidence problems by ALPRIFT for vulnerability indexing and risk indexing and treating subjectivity by strategy at two levels
inferred← citeshttps://doi.org/10.22146/ijg.83675openalex-snapshot
Analysis of Land subsidencein coastal and urban areas by using various techniques– Literature Review
inferred← citeshttps://doi.org/10.24425/gac.2020.131079openalex-snapshot
Monitoring of displacements and deformations of the earth’s surface near the Stebnyk city using radar images of Sentinel-1
inferred← citeshttps://doi.org/10.2478/minrv-2023-0004openalex-snapshot
Review on the Use of Satellite-Based Radar Interferometry for Monitoring Mining Subsidence in Urban Areas and Demographic Indicators Assessment
inferred← citeshttps://doi.org/10.26599/jgse.2023.9280028openalex-snapshot
Factors driving surface deformations in plain area of eastern Zhengzhou City, China
inferred← citeshttps://doi.org/10.31577/congeo.2022.52.1.1openalex-snapshot
Quantification of groundwater storage variation in Himalayan & Peninsular River basins correlating with land deformation effects observed at different Indian cities
inferred← citeshttps://doi.org/10.3197/jps.63799977346492openalex-snapshot
Groundwater: Sinking Cities, Urbanisation, Global Drying, Population Growth
inferred← citeshttps://doi.org/10.3389/frevc.2023.1073089openalex-snapshot
Cost-benefit analysis of mitigating subsidence damage in Semarang and Demak, Indonesia
inferred← citeshttps://doi.org/10.3389/frwa.2026.1917387openalex-snapshot
Estimating groundwater abstraction for irrigation in a data-scarce semi-arid region using optical and InSAR time-series analysis: the Tensift catchment, Morocco
inferred← citeshttps://doi.org/10.3390/app14188330openalex-snapshot
Spatio-Temporal Heterogeneous Ensemble Learning Method for Predicting Land Subsidence
inferred← citeshttps://doi.org/10.3390/books978-3-03842-981-4openalex-snapshot
Applications of Remote Sensing/ GIS in Water Resources and Flooding Risk Managements
inferred← citeshttps://doi.org/10.3390/buildings15030387openalex-snapshot
The Application of Variable Weight Theory on the Suitability Evaluation of Urban Underground Space Development and Utilization for Urban Resilience and Sustainability
inferred← citeshttps://doi.org/10.3390/ijerph16010114openalex-snapshot
Analyzing Mega City-Regions through Integrating Urbanization and Eco-Environment Systems: A Case Study of the Beijing-Tianjin-Hebei Region
inferred← citeshttps://doi.org/10.3390/ijerph16224453openalex-snapshot
Monitoring Differential Subsidence along the Beijing–Tianjin Intercity Railway with Multiband SAR Data
inferred← citeshttps://doi.org/10.3390/ijerph17062085openalex-snapshot
The Water Status in China and an Adaptive Governance Frame for Water Management
inferred← citeshttps://doi.org/10.3390/ijgi11090495openalex-snapshot
Aquifer and Land Subsidence Interaction Assessment Using Sentinel-1 Data and DInSAR Technique
inferred← citeshttps://doi.org/10.3390/rs10020238openalex-snapshot
Announcement: Remote Sensing 2017 Best Guest Editor Award
inferred← citeshttps://doi.org/10.3390/rs10030365openalex-snapshot
Regional Land Subsidence Analysis in Eastern Beijing Plain by InSAR Time Series and Wavelet Transforms
inferred← citeshttps://doi.org/10.3390/rs10040552openalex-snapshot
Spatiotemporal Evolution of Land Subsidence in the Beijing Plain 2003–2015 Using Persistent Scatterer Interferometry (PSI) with Multi-Source SAR Data
inferred← citeshttps://doi.org/10.3390/rs10071006openalex-snapshot
Multi-Scale Analysis of the Relationship between Land Subsidence and Buildings: A Case Study in an Eastern Beijing Urban Area Using the PS-InSAR Technique
inferred← citeshttps://doi.org/10.3390/rs10081170openalex-snapshot
Ten Years of Experience with Scientific TerraSAR-X Data Utilization
inferred← citeshttps://doi.org/10.3390/rs11020166openalex-snapshot
Distributed Scatterer InSAR Reveals Surface Motion of the Ancient Chaoshan Residence Cluster in the Lianjiang Plain, China
inferred← citeshttps://doi.org/10.3390/rs11050539openalex-snapshot
Time-Series Evolution Patterns of Land Subsidence in the Eastern Beijing Plain, China
inferred← citeshttps://doi.org/10.3390/rs11091069openalex-snapshot
Ground Deformation Analysis of Bolvadin (W. Turkey) by Means of Multi-Temporal InSAR Techniques and Sentinel-1 Data
inferred← citeshttps://doi.org/10.3390/rs11101170openalex-snapshot
Analysis of the Spatiotemporal Variation in Land Subsidence on the Beijing Plain, China
inferred← citeshttps://doi.org/10.3390/rs11121466openalex-snapshot
Land Subsidence and Ground Fissures in Beijing Capital International Airport (BCIA): Evidence from Quasi-PS InSAR Analysis
inferred← citeshttps://doi.org/10.3390/rs12132125openalex-snapshot
An Improved Multi-Sensor MTI Time-Series Fusion Method to Monitor the Subsidence of Beijing Subway Network during the Past 15 Years
inferred← citeshttps://doi.org/10.3390/rs12152461openalex-snapshot
Quantifying Ground Subsidence Associated with Aquifer Overexploitation Using Space-Borne Radar Interferometry in Kabul, Afghanistan
inferred← citeshttps://doi.org/10.3390/rs12183071openalex-snapshot
Detection of Seasonal Deformation of Highway Overpasses Using the PS-InSAR Technique: A Case Study in Beijing Urban Area
inferred← citeshttps://doi.org/10.3390/rs12213579openalex-snapshot
Recent Ground Subsidence in the North China Plain, China, Revealed by Sentinel-1A Datasets
inferred← citeshttps://doi.org/10.3390/rs12223822openalex-snapshot
Spatial Analysis of Land Subsidence in the San Luis Potosi Valley Induced by Aquifer Overexploitation Using the Coherent Pixels Technique (CPT) and Sentinel-1 InSAR Observation
inferred← citeshttps://doi.org/10.3390/rs12233923openalex-snapshot
Land Surface Subsidence Due to Mining-Induced Tremors in the Upper Silesian Coal Basin (Poland)—Case Study
inferred← citeshttps://doi.org/10.3390/rs12244054openalex-snapshot
Sentinel-1 Data for Underground Processes Recognition in Bucharest City, Romania
inferred← citeshttps://doi.org/10.3390/rs13020179openalex-snapshot
Investigating Ground Subsidence and the Causes over the Whole Jiangsu Province, China Using Sentinel-1 SAR Data
inferred← citeshttps://doi.org/10.3390/rs13040637openalex-snapshot
Flood Risk Assessment of Subway Systems in Metropolitan Areas under Land Subsidence Scenario: A Case Study of Beijing
inferred← citeshttps://doi.org/10.3390/rs13061109openalex-snapshot
Land Subsidence Induced by Rapid Urbanization in Arid Environments: A Remote Sensing-Based Investigation
inferred← citeshttps://doi.org/10.3390/rs13122258openalex-snapshot
Tropospheric Correction of Sentinel-1 Synthetic Aperture Radar Interferograms Using a High-Resolution Weather Model Validated by GNSS Measurements
inferred← citeshttps://doi.org/10.3390/rs13142809openalex-snapshot
Three-Dimensional Surface Displacement of the Eastern Beijing Plain, China, Using Ascending and Descending Sentinel-1A/B Images and Leveling Data
inferred← citeshttps://doi.org/10.3390/rs14051178openalex-snapshot
Reducing the Residual Topography Phase for the Robust Landscape Deformation Monitoring of Architectural Heritage Sites in Mountain Areas: The Pseudo-Combination SBAS Method
inferred← citeshttps://doi.org/10.3390/rs14092242openalex-snapshot
Interpretation of the Spatiotemporal Evolution Characteristics of Land Deformation in Beijing during 2003–2020 Using Sentinel, ENVISAT, and Landsat Data
inferred← citeshttps://doi.org/10.3390/rs14112529openalex-snapshot
Beijing Land Subsidence Revealed Using PS-InSAR with Long Time Series TerraSAR-X SAR Data
inferred← citeshttps://doi.org/10.3390/rs14143265openalex-snapshot
Land Subsidence Monitoring Method in Regions of Variable Radar Reflection Characteristics by Integrating PS-InSAR and SBAS-InSAR Techniques
inferred← citeshttps://doi.org/10.3390/rs14163950openalex-snapshot
PS-InSAR Based Monitoring of Land Subsidence by Groundwater Extraction for Lahore Metropolitan City, Pakistan
inferred← citeshttps://doi.org/10.3390/rs14174253openalex-snapshot
Measuring Land Surface Deformation over Soft Clay Area Based on an FIPR SAR Interferometry Algorithm—A Case Study of Beijing Capital International Airport (China)
inferred← citeshttps://doi.org/10.3390/rs14225810openalex-snapshot
Characterizing Spatiotemporal Patterns of Land Subsidence after the South-to-North Water Diversion Project Based on Sentinel-1 InSAR Observations in the Eastern Beijing Plain
inferred← citeshttps://doi.org/10.3390/rs15082115openalex-snapshot
A Multi-Scale Spatial Difference Approach to Estimating Topography Correlated Atmospheric Delay in Radar Interferograms
inferred← citeshttps://doi.org/10.3390/rs15112843openalex-snapshot
Large-Scale Land Subsidence Monitoring and Prediction Based on SBAS-InSAR Technology with Time-Series Sentinel-1A Satellite Data
inferred← citeshttps://doi.org/10.3390/rs15133298openalex-snapshot
A New Method for Continuous Track Monitoring in Regions of Differential Land Subsidence Rate Using the Integration of PS-InSAR and SBAS-InSAR
inferred← citeshttps://doi.org/10.3390/rs16030445openalex-snapshot
Long-Term SAR Data Analysis for Subsidence Monitoring and Correlation Study at Beijing Capital Airport
inferred← citeshttps://doi.org/10.3390/rs16091528openalex-snapshot
Reduction of Subsidence and Large-Scale Rebound in the Beijing Plain after Anthropogenic Water Transfer and Ecological Recharge of Groundwater: Evidence from Long Time-Series Satellites InSAR
inferred← citeshttps://doi.org/10.3390/rs16101724openalex-snapshot
Estimation of Land Deformation and Groundwater Storage Dynamics in Shijiazhuang–Baoding–Cangzhou–Hengshui Using Multi-Temporal Interferometric Synthetic Aperture Radar
inferred← citeshttps://doi.org/10.3390/rs16152829openalex-snapshot
Nonlinear Evolutionary Pattern Recognition of Land Subsidence in the Beijing Plain
inferred← citeshttps://doi.org/10.3390/rs16193715openalex-snapshot
Study on the Relationship between Groundwater and Land Subsidence in Bangladesh Combining GRACE and InSAR
inferred← citeshttps://doi.org/10.3390/rs17071173openalex-snapshot
Insights into the Interconnected Dynamics of Groundwater Drought and InSAR-Derived Subsidence in the Marand Plain, Northwestern Iran
inferred← citeshttps://doi.org/10.3390/rs17213539openalex-snapshot
Analysis of Land Subsidence During Rapid Urbanization in Chongqing, China: Impacts of Metro Construction, Groundwater Dynamics, and Natural–Anthropogenic Environment Interactions
inferred← citeshttps://doi.org/10.3390/rs18040565openalex-snapshot
Ultra-Long-Term Time-Series Subsidence Estimation for Urban Area Based on Combined Interferometric Subset Stacking and Data Fusion Algorithm (ISSDF)
inferred← citeshttps://doi.org/10.3390/rs18162778openalex-snapshot
Classification of Urban Land Subsidence Types in Fuzhou from Time-Series InSAR Using FFT-Based Filtering and Ensemble Learning
inferred← citeshttps://doi.org/10.3390/rs18172918openalex-snapshot
Long-Term InSAR Monitoring and Anomaly Detection of Railway Deformation in Shanghai
inferred← citeshttps://doi.org/10.3390/rs18193282openalex-snapshot
PEGNet: A Peridynamics-Inspired and Emergent-Feature-Conditioned Spatio-Temporal Graph Neural Network for Land Subsidence Modeling
inferred← citeshttps://doi.org/10.3390/rs18203515openalex-snapshot
Groundwater Recovery and Land Deformation in the Beijing Plain: A Review
inferred← citeshttps://doi.org/10.3390/rs8100874openalex-snapshot
Hybrid-SAR Technique: Joint Analysis Using Phase-Based and Amplitude-Based Methods for the Xishancun Giant Landslide Monitoring
inferred← citeshttps://doi.org/10.3390/rs9030194openalex-snapshot
Earth Observations for Geohazards: Present and Future Challenges
inferred← citeshttps://doi.org/10.3390/rs9040380openalex-snapshot
InSAR Time-Series Analysis of Land Subsidence under Different Land Use Types in the Eastern Beijing Plain, China
inferred← citeshttps://doi.org/10.3390/s16091495openalex-snapshot
Surface Subsidence Analysis by Multi-Temporal InSAR and GRACE: A Case Study in Beijing
inferred← citeshttps://doi.org/10.3390/s18061876openalex-snapshot
Monitoring Highway Stability in Permafrost Regions with X-band Temporary Scatterers Stacking InSAR
inferred← citeshttps://doi.org/10.3390/s19061463openalex-snapshot
Deformation Monitoring of Earth Fissure Hazards Using Terrestrial Laser Scanning
inferred← citeshttps://doi.org/10.3390/s24123871openalex-snapshot
Deformation Monitoring Based on SBAS-InSAR and Leveling Measurement: A Case Study of the Jing-Mi Diversion Canal in China
inferred← citeshttps://doi.org/10.3390/su12062269openalex-snapshot
Diagnosing Subsidence Geohazard at Beijing Capital International Airport, from High-Resolution SAR Interferometry
inferred← citeshttps://doi.org/10.3390/su14074341openalex-snapshot
Spatiotemporal Variation of Groundwater Extraction Intensity Based on Geostatistics—Set Pair Analysis in Daxing District of Beijing, China
inferred← citeshttps://doi.org/10.3390/su16072801openalex-snapshot
Multi-Scale Analysis of Surface Building Density and Land Subsidence Using a Combination of Wavelet Transform and Spatial Autocorrelation in the Plains of Beijing
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