Volcano Geodesy: Recent developments and future challenges

J Fernández, A Pepe, MP Poland… - Journal of Volcanology …, 2017 - Elsevier
Ascent of magma through Earth's crust is normally associated with, among other effects,
ground deformation and gravity changes. Geodesy is thus a valuable tool for monitoring and …

Application of machine learning to classification of volcanic deformation in routinely generated InSAR data

N Anantrasirichai, J Biggs, F Albino… - … Research: Solid Earth, 2018 - Wiley Online Library
Recent improvements in the frequency, type, and availability of satellite images mean it is
now feasible to routinely study volcanoes in remote and inaccessible regions, including …

A deep learning approach to detecting volcano deformation from satellite imagery using synthetic datasets

N Anantrasirichai, J Biggs, F Albino, D Bull - Remote Sensing of …, 2019 - Elsevier
Satellites enable widespread, regional or global surveillance of volcanoes and can provide
the first indication of volcanic unrest or eruption. Here we consider Interferometric Synthetic …

Mitigation of atmospheric artefacts in multi temporal InSAR: a review

PK Kirui, E Reinosch, N Isya, B Riedel… - PFG–Journal of …, 2021 - Springer
The complexity of the atmosphere renders the modelling of the atmospheric delay in multi
temporal InSAR difficult. This limits the potential of achieving millimetre accuracy of InSAR …

InSAR spatial-heterogeneity tropospheric delay correction in steep mountainous areas based on deep learning for landslides monitoring

H Zhou, K Dai, S Pirasteh, R Li… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Synthetic aperture radar interferometry (InSAR) technology has been widely used for
landslide monitoring in mountainous areas. The troposphere in steep mountainous areas is …

Observations and Modeling of Coseismic and Postseismic Deformation Due To the 2015 Mw 7.8 Gorkha (Nepal) Earthquake

K Wang, Y Fialko - Journal of Geophysical Research: Solid …, 2018 - Wiley Online Library
We use space geodetic data to investigate coseismic and postseismic deformation due to
the 2015 Mw 7.8 Gorkha earthquake that occurred along the central Himalayan arc …

[HTML][HTML] Triggered afterslip on the southern Hikurangi subduction interface following the 2016 Kaikōura earthquake from InSAR time series with atmospheric …

C Yu, Z Li, NT Penna - Remote Sensing of Environment, 2020 - Elsevier
Abstract The 2016 Mw 7.8 Kaikōura earthquake represents an extremely complex event
involving over ten major crustal faults, altering conventional understanding of multi-fault …

Synthesis of global satellite observations of magmatic and volcanic deformation: implications for volcano monitoring & the lateral extent of magmatic domains

SK Ebmeier, BJ Andrews, MC Araya… - Journal of Applied …, 2018 - Springer
Abstract Global Synthetic Aperture Radar (SAR) measurements made over the past decades
provide insights into the lateral extent of magmatic domains, and capture volcanic process …

[HTML][HTML] Statistical assessment metrics for InSAR atmospheric correction: Applications to generic atmospheric correction online service for InSAR (GACOS) in Eastern …

R Xiao, C Yu, Z Li, X He - … Journal of Applied Earth Observation and …, 2021 - Elsevier
The atmospheric effect represents one of the major error sources in Interferometric Synthetic
Aperture Radar (InSAR), and its mitigation is found crucial for high-precision InSAR …

GPS imaging of vertical land motion in California and Nevada: Implications for Sierra Nevada uplift

WC Hammond, G Blewitt… - Journal of Geophysical …, 2016 - Wiley Online Library
Abstract We introduce Global Positioning System (GPS) Imaging, a new technique for robust
estimation of the vertical velocity field of the Earth's surface, and apply it to the Sierra …