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The build-up and triggers of volcanic eruptions
More than 800 million people live in proximity to active volcanoes and could be directly
impacted by potential eruptions. Mitigation of future volcanic hazards requires adequate …
impacted by potential eruptions. Mitigation of future volcanic hazards requires adequate …
Determining the state of activity of transcrustal magmatic systems and their volcanoes
Polygenetic volcanoes and calderas produce eruptions of a wide variety of magnitudes,
chemistries, and recurrence times. Understanding the interplay between long-and short-term …
chemistries, and recurrence times. Understanding the interplay between long-and short-term …
Joint inversion of geophysical data for geologic carbon sequestration monitoring: A differentiable physics‐informed neural network model
Geophysical monitoring of geologic carbon sequestration is critical for risk assessment
during and after carbon dioxide (CO2) injection. Integration of multiple geophysical …
during and after carbon dioxide (CO2) injection. Integration of multiple geophysical …
Magma accumulation at depths of prior rhyolite storage beneath Yellowstone Caldera
Seismic tomography has provided key insight into Yellowstone's crustal magmatic system
that includes attempts to understand the melt distribution in the subsurface and the current …
that includes attempts to understand the melt distribution in the subsurface and the current …
Review of physics-informed machine-learning inversion of geophysical data
We review five types of physics-informed machine-learning (PIML) algorithms for inversion
and modeling of geophysical data. Such algorithms use the combination of a data-driven …
and modeling of geophysical data. Such algorithms use the combination of a data-driven …
Magma chamber detected beneath an arc volcano with full‐waveform inversion of active‐source seismic data
Arc volcanoes are underlain by complex systems of molten‐rock reservoirs ranging from
melt‐poor mush zones to melt‐rich magma chambers. Petrological and satellite data …
melt‐poor mush zones to melt‐rich magma chambers. Petrological and satellite data …
Advances in seismic imaging of magma and crystal mush
Seismic imaging methods have provided detailed three-dimensional constraints on the
physical properties of magmatic systems leading to invaluable insight into the storage …
physical properties of magmatic systems leading to invaluable insight into the storage …
[HTML][HTML] Declining magma supply to a poroelastic magma mush explains long-term deformation at Soufrière Hills Volcano
Volcano deformation studies traditionally consider melt-dominated magma reservoirs, often
overlooking the significant role of poroelastic mush in modifying surface deformation. Here …
overlooking the significant role of poroelastic mush in modifying surface deformation. Here …
Unveiling the rheological control of magmatic systems on volcano deformation: the interplay of poroviscoelastic magma‐mush and thermo‐viscoelastic crust
Understanding the mechanical evolution of magmatic systems requires careful assessment
of their rheological characteristics, particularly in light of the growing evidence that magma …
of their rheological characteristics, particularly in light of the growing evidence that magma …
Shear velocity evidence of upper crustal magma storage beneath Valles Caldera
Valles Caldera was formed by large rhyolitic eruptions at∼ 1.6 and 1.23 Ma and it hosts post‐
caldera rhyolitic deposits as young as∼ 69 ka, but the contemporary state of the magmatic …
caldera rhyolitic deposits as young as∼ 69 ka, but the contemporary state of the magmatic …