Machine learning and fault rupture: a review

CX Ren, C Hulbert, PA Johnson, B Rouet-Leduc - Advances in Geophysics, 2020 - Elsevier
Geophysics has historically been a data-driven field. In recent years, the intersection of
exponentially increasing amounts of data and cheap computing power, from graphics cards …

Complex trans-ridge normal faults controlling large earthquakes

S Bello, G Lavecchia, C Andrenacci, M Ercoli… - Scientific Reports, 2022 - nature.com
Studying faults capable of releasing moderate-to-strong earthquakes is fundamental for
seismic hazard studies, especially in a territory that was subject to the strongest peninsular …

QUaternary fault strain INdicators database-QUIN 1.0-first release from the Apennines of central Italy

G Lavecchia, S Bello, C Andrenacci, D Cirillo… - Scientific Data, 2022 - nature.com
We present QUIN, a “QUaternary fault strain INdicators database”, designed to integrate and
unify published and unpublished local-scale geological information and derive strain …

Seismic source identification of the 9 November 2022 Mw 5.5 offshore Adriatic sea (Italy) earthquake from GNSS data and aftershock relocation

G Pezzo, A Billi, E Carminati, A Conti, P De Gori… - Scientific Reports, 2023 - nature.com
The fast individuation and modeling of faults responsible for large earthquakes are
fundamental for understanding the evolution of potentially destructive seismic sequences …

Regional seismotectonic zonation of hydrocarbon fields in active thrust belts: a case study from Italy

G Lavecchia, R de Nardis, F Ferrarini, D Cirillo… - Building knowledge for …, 2021 - Springer
The study of seismic activity triggered by transient stress changes associated with
hydrocarbon reservoir exploitation and deep fluid injection is especially important, in a …

The Montello thrust and the active mountain front of the eastern Southern Alps (northeast Italy)

V Picotti, MA Romano, A Ponza, FL Guido… - Tectonics, 2022 - Wiley Online Library
New field and subsurface data are combined to define the geometry and evolution of the
mountain front of the eastern Southern Alps. The Montello thrust (MT), the southernmost …

Deformation pattern of the northern sector of the Malta escarpment (Offshore SE Sicily, Italy): fault dimension, slip prediction, and seismotectonic implications

S Gambino, G Barreca, F Gross, C Monaco… - Frontiers in Earth …, 2021 - frontiersin.org
Marine seismic reflection data coupled with on-land structural measurements improve our
knowledge about the active deformation pattern of the northern sector of the Malta …

Crustal deformation, active tectonics and seismic potential in the Sicily Channel (Central Mediterranean), along the Nubia–Eurasia plate boundary

M Palano, A Ursino, S Spampinato, F Sparacino… - Scientific reports, 2020 - nature.com
Based on multidisciplinary data, including seismological and geodetic observations, as well
as seismic reflection profiles and gravity maps, we analysed the pattern of crustal …

HydroQuakes, central Apennines, Italy: Towards a hydrogeochemical monitoring network for seismic precursors and the hydro-seismo-sensitivity of boron

S Franchini, S Agostini, MD Barberio, M Barbieri… - Journal of …, 2021 - Elsevier
Hydrogeochemical changes before Mw≥∼ 5.0 earthquakes are hoped to be applicable as
seismic precursors. It is now necessary to pass from single experiences to structured …

Shear‐Velocity Structure and Dynamics Beneath the Sicily Channel and Surrounding Regions of the Central Mediterranean Inferred From Seismic Surface Waves

MR Agius, F Magrini, G Diaferia… - Geochemistry …, 2022 - Wiley Online Library
The evolution of the Sicily Channel Rift Zone (SCRZ) is thought to accommodate the
regional tectonic stresses of the Calabrian subduction system. Much of the observations we …