Discrimination between small earthquakes and quarry blasts in Egypt using spectral source characteristics

IM Korrat, A Lethy, MN ElGabry, HM Hussein… - Pure and Applied …, 2022 - Springer
Source parameters calculated from displacement spectra of both P and S waves are used to
discriminate between earthquakes and quarry blasts in three regions of Egypt during the …

Seismic signal discrimination of earthquakes and quarry blasts in North-East Italy using deep neural networks

D Ertuncay, AD Lorenzo, G Costa - Pure and Applied Geophysics, 2024 - Springer
Separation of seismic sources of seismic events such as earthquakes and quarry blasts is a
complex task and, in most cases, require manual inspection. In this study, artificial neural …

[HTML][HTML] Data-driven signal–noise classification for microseismic data using machine learning

S Kim, B Yoon, JT Lim, M Kim - Energies, 2021 - mdpi.com
It is necessary to monitor, acquire, preprocess, and classify microseismic data to understand
active faults or other causes of earthquakes, thereby facilitating the preparation of early …

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 …

ANQDS: a MATLAB based graphical user interface developed for discrimination of the natural and artificial seismic events

Ö Kafadar, F Sertçelik, H Livaoğlu, E Şentürk… - Earth Science …, 2023 - Springer
Both natural and artificial seismic events are recorded by seismic stations without any
discrimination. In this scope, discriminating the artificial and natural seismic events is an …

Identifying the source types of the seismic events using discriminant functions and tree-based machine learning algorithms at Soma Region, Turkey

E Yavuz, MC Iban, E Arpaz - Environmental Earth Sciences, 2023 - Springer
Abstract In Soma Region, located in the western part of Turkey, both tectonic and
anthropogenic source type of events are identified in earthquake catalogues by various …

Refining micro-seismic catalogs around Seydişehir, Turkey

E Yavuz - Annals of Geophysics, 2022 - annalsofgeophysics.eu
In Turkey, two official seismology centers, Bogazici University Kandilli Observatory and
Earthquake Research Institute Regional Earthquake-Tsunami Monitoring Center (KOERI …

İSTANBUL AVRUPA YAKASINDA MEYDANA GELEN SİSMİK OLAYLARIN KAYNAK TÜRLERİNİN BELİRLENMESİ

E Yavuz - Mühendislik Bilimleri ve Tasarım Dergisi, 2023 - dergipark.org.tr
Nüfus, sanayi, yapılaşma ve turizm açısından ülkemizin en yoğun kenti olan İstanbul,
tektonik olarak, güneyinde uzanan Ana Marmara Fayı'nın kontrolü altındadır. Endüstriyel …