Reconstruction of spatially continuous time-series land subsidence based on PS-InSAR and improved MLS-SVR in Beijing Plain area

Reconstruction of spatially continuous time-series land subsidence based on PS-InSAR and improved MLS-SVR in Beijing Plain area

Beijing has undergone severe settlement in recent years. Persistent Scatterers Interferometric Synthetic Aperture Radar (PS-InSAR) technique has been widely used to derive time-series land deformation. However, existing studies have faced two challenges: (1) the nonlinear characteristics of time-ser...

Full description

Bibliographic Details
Main Authors: Mingyuan Lyu, Xiaojuan Li, Yinghai Ke, Jiyi Jiang, Lin Zhu, Lin Guo, Huili Gong, Beibei Chen, Zhihe Xu, Ke Zhang, Zhanpeng Wang
Format: Article
Language:English
Published: Taylor & Francis Group 2023-12-01
Series:GIScience & Remote Sensing
Subjects:
land subsidence
ps-insar
multi-output support vector regression
nonlinear deformation
time series
spatial interpolation
Online Access:http://dx.doi.org/10.1080/15481603.2023.2230689

Internet

http://dx.doi.org/10.1080/15481603.2023.2230689

Similar Items