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Machine learning in seismology: Turning data into insights
This article provides an overview of current applications of machine learning (ML) in
seismology. ML techniques are becoming increasingly widespread in seismology, with …
seismology. ML techniques are becoming increasingly widespread in seismology, with …
A review on slow earthquakes in the Japan Trench
Slow earthquakes are episodic slow fault slips. They form a fundamental component of
interplate deformation processes, along with fast, regular earthquakes. Recent …
interplate deformation processes, along with fast, regular earthquakes. Recent …
The geophysics, geology and mechanics of slow fault slip
R Bürgmann - Earth and Planetary Science Letters, 2018 - Elsevier
Modern geodetic and seismologic observations describe the behavior of fault slip over a
vast range of spatial and temporal scales. Slip at sub-seismogenic speeds is evident from …
vast range of spatial and temporal scales. Slip at sub-seismogenic speeds is evident from …
Seismic arrival-time picking on distributed acoustic sensing data using semi-supervised learning
Abstract Distributed Acoustic Sensing (DAS) is an emerging technology for earthquake
monitoring and subsurface imaging. However, its distinct characteristics, such as unknown …
monitoring and subsurface imaging. However, its distinct characteristics, such as unknown …
Slow earthquake scaling reconsidered as a boundary between distinct modes of rupture propagation
The scaling law for slow earthquakes, which is a linear relationship between seismic
moment and duration, was proposed 15 y ago and initiated a debate on the difference in …
moment and duration, was proposed 15 y ago and initiated a debate on the difference in …
Physical applications of GPS geodesy: A review
Geodesy, the oldest science, has become an important discipline in the geosciences, in
large part by enhancing Global Positioning System (GPS) capabilities over the last 35 years …
large part by enhancing Global Positioning System (GPS) capabilities over the last 35 years …
The role of space-based observation in understanding and responding to active tectonics and earthquakes
The quantity and quality of satellite-geodetic measurements of tectonic deformation have
increased dramatically over the past two decades improving our ability to observe active …
increased dramatically over the past two decades improving our ability to observe active …
What's down there? The structures, materials and environment of deep-seated slow slip and tremor
Deep-seated slow slip and tremor (SST), including slow slip events, episodic tremor and
slip, and low-frequency earthquakes, occur downdip of the seismogenic zone of numerous …
slip, and low-frequency earthquakes, occur downdip of the seismogenic zone of numerous …
Depth‐varying rupture properties of subduction zone megathrust faults
Subduction zone plate boundary megathrust faults accommodate relative plate motions with
spatially varying sliding behavior. The 2004 Sumatra‐Andaman (Mw 9.2), 2010 Chile (Mw …
spatially varying sliding behavior. The 2004 Sumatra‐Andaman (Mw 9.2), 2010 Chile (Mw …
Slab1. 0: A three‐dimensional model of global subduction zone geometries
We describe and present a new model of global subduction zone geometries, called Slab1.
0. An extension of previous efforts to constrain the two‐dimensional non‐planar geometry of …
0. An extension of previous efforts to constrain the two‐dimensional non‐planar geometry of …