Machine learning for data-driven discovery in solid Earth geoscience
BACKGROUND The solid Earth, oceans, and atmosphere together form a complex
interacting geosystem. Processes relevant to understanding Earth's geosystem behavior …
interacting geosystem. Processes relevant to understanding Earth's geosystem behavior …
Drainage of a deep magma reservoir near Mayotte inferred from seismicity and deformation
The dynamics of magma deep in the Earth's crust are difficult to capture by geophysical
monitoring. Since May 2018, a seismically quiet area offshore of Mayotte in the western …
monitoring. Since May 2018, a seismically quiet area offshore of Mayotte in the western …
Cyclical geothermal unrest as a precursor to Iceland's 2021 Fagradalsfjall eruption
Understanding and constraining the source of geodetic deformation in volcanic areas is an
important component of hazard assessment. Here, we analyse deformation and seismicity …
important component of hazard assessment. Here, we analyse deformation and seismicity …
Towards global volcano monitoring using multisensor sentinel missions and artificial intelligence: The MOUNTS monitoring system
Most of the world's 1500 active volcanoes are not instrumentally monitored, resulting in
deadly eruptions which can occur without observation of precursory activity. The new …
deadly eruptions which can occur without observation of precursory activity. The new …
A deep convolutional neural network for localization of clustered earthquakes based on multistation full waveforms
M Kriegerowski, GM Petersen… - Seismological …, 2019 - pubs.geoscienceworld.org
Earthquake localization is both a necessity within the field of seismology, and a prerequisite
for further analysis such as source studies and hazard assessment. Traditional localization …
for further analysis such as source studies and hazard assessment. Traditional localization …
Urban seismic site characterization by fiber‐optic seismology
Accurate ground motion prediction requires detailed site effect assessment, but in urban
areas where such assessments are most important, geotechnical surveys are difficult to …
areas where such assessments are most important, geotechnical surveys are difficult to …
Fault reactivation linked to rapid ice-mass removal from the Southern Patagonian Icefield (48–52° S)
Abstract The Southern Patagonian Icefield (SPI) lies above an area of slow convergence
between Antarctic and South-America plates, where limited seismicity is recorded by global …
between Antarctic and South-America plates, where limited seismicity is recorded by global …
Multi‐scale rupture growth with alternating directions in a complex fault network during the 2023 south‐eastern Türkiye and Syria earthquake doublet
A devastating doublet of earthquakes with moment magnitude MW 7.9 and MW 7.6
earthquakes contiguously occurred in SE Türkiye near the NW border of Syria. Here we …
earthquakes contiguously occurred in SE Türkiye near the NW border of Syria. Here we …
Marine sediment characterized by ocean‐bottom fiber‐optic seismology
The Sanriku ocean‐bottom seismometer system uses an optical fiber cable to guarantee
real‐time observations at the seafloor. A dark fiber connected to a Distributed Acoustic …
real‐time observations at the seafloor. A dark fiber connected to a Distributed Acoustic …
Disposal From In Situ Bitumen Recovery Induced the ML 5.6 Peace River Earthquake
Earthquakes induced by human activities can impede the development of underground
resources. Significant induced events (M5) have caused both economic and human losses …
resources. Significant induced events (M5) have caused both economic and human losses …