Discriminating earthquakes from quarry blasts using capsule neural network

OM Saad, MS Soliman, Y Chen… - … and Remote Sensing …, 2022 - ieeexplore.ieee.org
Discrimination between earthquakes and quarry blasts is crucial for precise seismic
analysis, eg, seismic hazard mitigation and earthquake cataloging. However, the …

The micro‐seismicity of Co. Donegal (Ireland): Defining baseline seismicity in a region of slow lithospheric deformation

F Riva, NP Agostinetti, S Marzorati, C Horan - Terra Nova, 2024 - Wiley Online Library
A catalogue of precisely located micro‐seismicity is fundamental for investigating seismicity
and rock physical properties in active tectonic and volcanic regions and for the definition of a …

Optimizing safe evacuation using pathfinder: emergency strategies in high-rise and super high-rise complex buildings in the new administrative capital

AM Selim, EA Salama, HM Gaber - HBRC Journal, 2024 - Taylor & Francis
Recently, the Egyptian government has sought to create new urban spots. The New
Administrative Capital was one of those new urban extensions. Architects and urban …

Enhancing the classification of seismic events with supervised machine learning and feature importance

EL Habbak, MS Abdalzaher, AS Othman… - Scientific Reports, 2024 - nature.com
The accurate classification of seismic events into natural earthquakes (EQ) and quarry blasts
(QB) is crucial for geological understanding, seismic hazard mitigation, and public safety …

Research on identification of natural and unnatural earthquake events based on AlexNet convolutional neural network

J Ren, S Zhou, J Wang, S Yang… - … and Mobile Computing, 2022 - Wiley Online Library
Accurately and quickly identifying the types of natural and unnatural earthquake events is
the basic premise of monitoring, prediction, early warning, and other study in the field of …

Inferring the Focal Depths of Small Earthquakes in Southern California Using Physics‐Based Waveform Features

KD Koper, R Burlacu, R Murray… - Bulletin of the …, 2024 - pubs.geoscienceworld.org
Determining the depths of small crustal earthquakes is challenging in many regions of the
world, because most seismic networks are too sparse to resolve trade‐offs between depth …

Unraveling the unusual 22 November 2020 earthquake (Mw 3.5) in the Nile Delta Hinge Zone: Origin and tectonic implications

IF Abu El Nader, HM Hassan, H Badreldin… - Journal of …, 2024 - Springer
Abstract On November 22, 2020, a moment magnitude of Mw 3.5 earthquake struck the
highly populated Nile Delta. This event marked the first recorded earthquake in this area. We …

Deep learning and transfer learning of earthquake and quarry-blast discrimination: applications to southern california and eastern kentucky

J Zhu, L Fang, F Miao, L Fan… - Geophysical Journal …, 2024 - academic.oup.com
Discrimination between tectonic earthquakes (EQs) and quarry blasts is important for
accurate EQ cataloguing and seismic hazard analysis. However, reliable classification of …

New insights on seismic activity in the southeastern Korean Peninsula from the Gyeongju Hi-density Broadband Seismic Network (GHBSN)

D Heo, TS Kang, M Kim, BS Ahn, H Lim, J Han… - Geosciences …, 2024 - Springer
Abstract The 2016 magnitude (MW) 5.5 Gyeongju earthquake, which occurred in Korea near
assumed epicenters of several substantial historical earthquakes and Quaternary fault …

Capsule neural network guided by compact convolutional transformer for discriminating earthquakes from quarry blasts

OM Saad, MS Soliman, Y Chen… - Seismological …, 2024 - pubs.geoscienceworld.org
Misclassified nonearthquake seismic events like quarry blasts can contaminate the
earthquake catalog. The local earthquakes sometimes have similar features as the quarry …