Urban ground subsidence monitoring and prediction using time-series InSAR and machine learning approaches: a case study of Tianjin, China
Jinlai Zhang, Pinglang Kou, Yuxiang Tao, Zhao Jin, Yijian Huang, Jinhu Cui, Wenli Liang, Rui Liu
Topics & Concepts
Interferometric synthetic aperture radarSynthetic aperture radarGround subsidenceRemote sensingSupport vector machineInterferometryGNSS augmentationRandom forestTime seriesSubsidenceGeologyEnvironmental scienceComputer scienceMachine learningGeotechnical engineeringGeomorphologyGlobal Positioning SystemTelecommunicationsPhysicsStructural basinGNSS applicationsAstronomySynthetic Aperture Radar (SAR) Applications and TechniquesCryospheric studies and observationsGeophysical Methods and Applications