Review of works combining GNSS and InSAR in Europe
The Global Navigation Satellite System (GNSS) and Synthetic Aperture Radar Interferometry
(InSAR) can be combined to achieve different goals, owing to their main principles. Both …
(InSAR) can be combined to achieve different goals, owing to their main principles. Both …
Slow-moving landslide risk assessment combining Machine Learning and InSAR techniques
This paper describes a novel methodology where Machine Learning Algorithms (MLAs)
have been integrated to assess the landslide risk for slow moving mass movements …
have been integrated to assess the landslide risk for slow moving mass movements …
Pre-collapse space geodetic observations of critical infrastructure: The Morandi Bridge, Genoa, Italy
We present a methodology for the assessment of possible pre-failure bridge deformations,
based on Synthetic Aperture Radar (SAR) observations. We apply this methodology to …
based on Synthetic Aperture Radar (SAR) observations. We apply this methodology to …
[HTML][HTML] Nation-wide mapping and classification of ground deformation phenomena through the spatial clustering of P-SBAS InSAR measurements: Italy case study
The rising availability of satellite-based multi-temporal interferometric datasets covering
large areas of the Earth surface constitutes a huge asset in the context of operational …
large areas of the Earth surface constitutes a huge asset in the context of operational …
Detecting ground deformation in the built environment using sparse satellite InSAR data with a convolutional neural network
N Anantrasirichai, J Biggs, K Kelevitz… - … on Geoscience and …, 2020 - ieeexplore.ieee.org
The large volumes of Sentinel-1 data produced over Europe are being used to develop pan-
national ground motion services. However, simple analysis techniques like thresholding …
national ground motion services. However, simple analysis techniques like thresholding …
A clustering approach for the analysis of InSAR Time Series: Application to the Bandung Basin (Indonesia)
M Rygus, A Novellino, E Hussain, F Syafiudin… - Remote Sensing, 2023 - mdpi.com
Interferometric Synthetic Aperture (InSAR) time series measurements are widely used to
monitor a variety of processes including subsidence, landslides, and volcanic activity …
monitor a variety of processes including subsidence, landslides, and volcanic activity …
Ground deformation analysis of Bolvadin (W. Turkey) by means of multi-temporal InSAR techniques and Sentinel-1 data
Surface deformations were observed in Bolvadin, located in the province of Afyon (western
Turkey) in the last decade which occurred without any destructive earthquakes. In this study …
Turkey) in the last decade which occurred without any destructive earthquakes. In this study …
Neural network pattern recognition experiments toward a fully automatic detection of anomalies in InSAR time series of surface deformation
P Milillo, G Sacco, D Di Martire, H Hua - Frontiers in Earth Science, 2022 - frontiersin.org
We present a neural network-based method to detect anomalies in time-dependent surface
deformation fields given a set of geodetic images of displacements collected from multiple …
deformation fields given a set of geodetic images of displacements collected from multiple …
Sentinel-1 Interferometric Synthetic Aperture Radar (InSAR) reveals continued ground deformation in and around Metro Manila, Philippines, associated with …
KW Espiritu, CJ Reyes, TM Benitez, RC Tokita… - Natural Hazards, 2022 - Springer
Uneven ground deformations resulting from excessive groundwater exploitation have been
causing problems in metropolitan cities worldwide. Metro Manila and its adjoining provinces …
causing problems in metropolitan cities worldwide. Metro Manila and its adjoining provinces …
Localized subsidence zones in Gävle City detected by sentinel-1 PSI and leveling data
Among different sets of constraints and hazards that have to be considered in the
management of cities and land use, land surface subsidence is one of the important issues …
management of cities and land use, land surface subsidence is one of the important issues …