Machine learning in volcanology: a review
A volcano is a complex system, and the characterization of its state at any given time is not
an easy task. Monitoring data can be used to estimate the probability of an unrest and/or an …
an easy task. Monitoring data can be used to estimate the probability of an unrest and/or an …
Development of a volcanic risk management system at Mount St. Helens—1980 to present
HMN Wright, CL Driedger, JS Pallister… - Bulletin of …, 2023 - Springer
Here, we review volcanic risk management at Mount St. Helens from the perspective of the
US Geological Survey's (USGS) experience over the four decades since its 18 May 1980 …
US Geological Survey's (USGS) experience over the four decades since its 18 May 1980 …
Unsupervised deep clustering of seismic data: Monitoring the Ross Ice Shelf, Antarctica
Advances in machine learning (ML) techniques and computational capacity have yielded
state‐of‐the‐art methodologies for processing, sorting, and analyzing large seismic data …
state‐of‐the‐art methodologies for processing, sorting, and analyzing large seismic data …
The influence of a transitional stress regime on the source characteristics of induced seismicity and fault activation: Evidence from the 30 November 2018 Fort St. John …
RO Salvage, DW Eaton - Bulletin of the Seismological …, 2022 - pubs.geoscienceworld.org
On 30 November 2018, a sequence of seismicity including a felt (ML∼ 4.5) induced
earthquake occurred∼ 16 km southwest of Fort St. John, British Columbia. Using a local …
earthquake occurred∼ 16 km southwest of Fort St. John, British Columbia. Using a local …
Earthquake‐derived seismic velocity changes during the 2018 caldera collapse of Kīlauea volcano
The 2018 Kīlauea caldera collapse produced extraordinary sequences of seismicity and
deformation, with 62 episodic collapse events which significantly altered the landscape of …
deformation, with 62 episodic collapse events which significantly altered the landscape of …
Return from dormancy: rapid inflation and seismic unrest driven by transcrustal magma transfer at mt. edgecumbe (l'úx shaa) volcano, alaska
R Grapenthin, Y Cheng, M Angarita… - Geophysical …, 2022 - Wiley Online Library
In April 2022, a seismic swarm near Mt. Edgecumbe in southeast Alaska suggested
renewed activity at this transform fault volcano, which was last active≈ 800 years ago …
renewed activity at this transform fault volcano, which was last active≈ 800 years ago …
Hydraulic Conditions for Stick‐Slip Tremor Beneath an Alpine Glacier
Accumulating evidence suggests that glacier basal motion can produce seismogenic stick‐
slip events caused by frictional resistance at the ice‐bed interface. Frequent and subsequent …
slip events caused by frictional resistance at the ice‐bed interface. Frequent and subsequent …
Seismic and geodetic progression of the 2018 summit caldera collapse of Kīlauea volcano
The 2018 eruption of Kīlauea volcano, Hawai'i, resulted in a major collapse of the summit
caldera along with an effusive eruption in the lower East Rift Zone. The caldera collapse …
caldera along with an effusive eruption in the lower East Rift Zone. The caldera collapse …
[HTML][HTML] Microseismicity clustering and mechanic properties reveal fault segmentation in southern Italy
We analyze the clustered microseismicity recorded over more than one decade in the Irpinia
region, an active seismic area in Southern Italy. We studied the spatiotemporal properties of …
region, an active seismic area in Southern Italy. We studied the spatiotemporal properties of …
The 2013–2020 seismic activity at Sabancaya Volcano (Peru): Long lasting unrest and eruption
Sabancaya volcano is the youngest and second most active volcano in Peru. It is part of the
Ampato-Sabancaya volcanic complex which sits to the south of the ancient Hualca Hualca …
Ampato-Sabancaya volcanic complex which sits to the south of the ancient Hualca Hualca …