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...

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Bibliographic Details

Published in:	GIScience & Remote Sensing
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
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