SAR-Transformer-based decomposition and geophysical interpretation of InSAR time-series deformations for the Hong Kong-Zhuhai-Macao Bridge
Time-series interferometric synthetic aperture radar (InSAR) provides a unique tool for
measuring large-scale and long-term land surface deformation. Under the assumption of a …
measuring large-scale and long-term land surface deformation. Under the assumption of a …
InSAR time-series deformation forecasting surrounding Salt Lake using deep transformer models
The free and open data policy of Sentinel-1 SAR images enables Radar interferometry
(InSAR) to perform time series surface deformation monitoring over large areas. InSAR …
(InSAR) to perform time series surface deformation monitoring over large areas. InSAR …
A convLSTM neural network model for spatiotemporal prediction of mining area surface deformation based on SBAS-InSAR monitoring data
The surface deformation caused by underground mining leads to damage to surface
buildings and brings potential safety hazards and property losses. The demand for reliable …
buildings and brings potential safety hazards and property losses. The demand for reliable …
Routine processing and automatic detection of volcanic ground deformation using Sentinel-1 InSAR data: insights from African volcanoes
Since the launch of Sentinel-1 mission, automated processing systems have been
developed for near real-time monitoring of ground deformation signals. Here, we perform a …
developed for near real-time monitoring of ground deformation signals. Here, we perform a …
Large-scale land subsidence monitoring and prediction based on SBAS-InSAR technology with time-series sentinel-1A satellite data
H Guo, Y Yuan, J Wang, J Cui, D Zhang, R Zhang… - Remote Sensing, 2023 - mdpi.com
Rapid urban development in China has aggravated land subsidence, which poses a
potential threat to sustainable urban development. It is imperative to monitor and predict …
potential threat to sustainable urban development. It is imperative to monitor and predict …
[HTML][HTML] Identifying Factors Influencing Surface Deformations from Underground Mining Using SAR Data, Machine Learning, and the SHAP Method
The article presents the results of significance analyses of selected mining and geological
variables for an area of underground mining activity. The study area was a region of an …
variables for an area of underground mining activity. The study area was a region of an …
[HTML][HTML] Time Series Prediction of Reservoir Bank Slope Deformation Based on Informer and InSAR: A Case Study of Dawanzi Landslide in the Baihetan Reservoir …
Q Li, C Yao, X Yao, Z Zhou, K Ren - Remote Sensing, 2024 - mdpi.com
Reservoir impoundment significantly impacts the hydrogeological conditions of reservoir
bank slopes, and bank slope deformation or destruction occurs frequently under cyclic …
bank slopes, and bank slope deformation or destruction occurs frequently under cyclic …