[HTML][HTML] The potential of region-specific machine-learning-based ground motion models: application to Turkey

A Mohammadi, S Karimzadeh, SA Banimahd… - Soil Dynamics and …, 2023 - Elsevier
Conventional ground motion models have extensively been established worldwide based
on classical regression analysis of records. Alternatively, advanced nonparametric machine …

Artificial neural network-based ground motion model for next-generation seismic intensity measures

S Aristeidou, D Shahnazaryan, GJ O'Reilly - Soil Dynamics and Earthquake …, 2024 - Elsevier
This paper presents an application of artificial neural networks (ANN) to ground motion
modelling. We focused on developing a generalised ground motion model (GGMM) …

The Samos Island (Aegean Sea) M7. 0 earthquake: analysis and engineering implications of strong motion data

A Askan, Z Gülerce, Z Roumelioti, D Sotiriadis… - Bulletin of Earthquake …, 2022 - Springer
We present a dataset of 77 strong ground motion records within 200 km epicentral distance
from the 30 October 2020, M7. 0 Samos Island (Aegean Sea) earthquake, which affected …

ANN-based ground motion model for Turkey using stochastic simulation of earthquakes

S Karimzadeh, A Mohammadi… - Geophysical Journal …, 2024 - academic.oup.com
Turkey is characterized by a high level of seismic activity attributed to its complex tectonic
structure. The country has a dense network to record earthquake ground motions; however …

A logic-tree approach for probabilistic seismic hazard assessment in the administrative region of Attica (Greece)

G Kaviris, A Zymvragakis, P Bonatis, V Kapetanidis… - Applied Sciences, 2023 - mdpi.com
Probabilistic Seismic Hazard Assessment (PSHA) was carried out for the administrative
region of Attica (Greece). Peak Ground Acceleration (PGA) and Peak Ground Velocity (PGV) …

Construction of a ground‐motion logic tree through host‐to‐target region adjustments applied to an adaptable ground‐motion prediction model

DM Boore, RR Youngs, AR Kottke… - Bulletin of the …, 2022 - pubs.geoscienceworld.org
The purpose of a median ground‐motion logic tree is to capture the center, body, and range
of possible ground‐motion amplitudes for each earthquake scenario considered in a seismic …

Near-source magnitude scaling of spectral accelerations: analysis and update of Kotha et al.(2020) model

SR Kotha, G Weatherill, D Bindi, F Cotton - Bulletin of Earthquake …, 2022 - Springer
Ground-motion models (GMMs) are often used to predict the random distribution of Spectral
accelerations (SAs) at a site due to a nearby earthquake. In probabilistic seismic hazard and …

Rapid Earthquake Damage Assessment and Education to Improve Earthquake Response Efficiency and Community Resilience

K Papatheodorou, N Theodoulidis, N Klimis, C Zulfikar… - Sustainability, 2023 - mdpi.com
Southeastern Europe faces a significant earthquake threat, endangering lives, property, and
infrastructure thus jeopardizing sustainable development. The development of a Rapid …

[HTML][HTML] Traditional Structures in Turkey and Greece in 30 October 2020 Aegean Sea Earthquake: Field Observations and Empirical Fragility Assessment

YD Aktas, I Ioannou, FS Malcioglu, AP Vatteri… - Frontiers in Built …, 2022 - frontiersin.org
On 30th October 2020, an earthquake of magnitude 6.9 hit the Aegean coasts of Turkey and
Greece. The epicentre was some 14 km northeast of Avlakia settlement on Samos Island …

Seismic Hazard in Greece: A Comparative Study for the Region of East Macedonia and Thrace

D Sotiriadis, B Margaris, N Klimis, IM Dokas - GeoHazards, 2023 - mdpi.com
Greece is located in one of the most seismically active regions in Europe. Many seismic
hazard studies have been performed for various sites around Greece, at a regional or local …