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Italian seismic amplification factors for peak ground acceleration and peak ground velocity
Journal of Maps, 2022 Ground motion modification over large areas is generally evaluated by focusing on source effects disregarding local lithostratigraphic site conditions. Hence, amplification maps of peak ground acceleration and peak ground velocity are proposed to improve
Amerigo Mendicelli +8 more
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Explainable Machine-Learning Predictions for Peak Ground Acceleration
Applied Sciences, 2023 Peak ground acceleration (PGA) prediction is of great significance in the seismic design of engineering structures. Machine learning is a new method to predict PGA and does have some advantages.
Rui Sun +3 more
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Distribution of peak ground acceleration in Pandeglang Regency, Banten
IOP Conference Series: Earth and Environmental Science, 2021 Abstract Pandeglang Regency is an area prone to earthquakes because in the subduction zone of the Indo-Australian plate and the Eurasian plate in the Sunda Strait. This study analyses the average and maximum values of the Peak Ground Acceleration (PGA) got from earthquakes in the period 2000 to 2020 around Pandeglang Regency with the ...
Della Ayu Lestari +4 more
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Estimation of peak ground acceleration of ranau based on recent eartqhuake databases
Malaysian Journal Geosciences, 2017 The occurrence of earthquake with magnitude MW 6.0 in Ranau recently has triggered many questions regarding their nature of recurrence, characteristics in size and mechanism in and its surrounding region. In recent years, Sabah has witnessed an increase in low to moderate seismic activities due to the causative ground structures which reflected in ...
Noor Sheena Herayani Harith, Azlan Adnan
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Modeling peak ground acceleration for earthquake hazard safety evaluation
Scientific ReportsThis paper presents a ground motion prediction (GMP) model using an artificial neural network (ANN) for shallow earthquakes, aimed at improving earthquake hazard safety evaluation.
Fatima Khalid, Milad Razbin
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Application of metaheuristic algorithms in prediction of earthquake peak ground acceleration
The Journal of Engineering, 2023 The seismic resilience of a structure has been evaluated using peak ground acceleration (PGA). Ground motion parameters such as source characteristics, local site conditions are used to forecast the PGA of the ground motion. This paper aims to develop an
Surya Prakash Challagulla +3 more
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Peak Ground Acceleration Prediction by Artificial Neural Networks for Northwestern Turkey [PDF]
Mathematical Problems in Engineering, 2008 Three different artificial neural network (ANN) methods, namely, feed‐forward back‐propagation (FFBP), radial basis function (RBF), and generalized regression neural networks (GRNNs) were applied to predict peak ground acceleration (PGA). Ninety five three‐component records from 15 ground motions that occurred in Northwestern Turkey between 1999 and ...
Kemal Günaydın, Ayten Günaydın
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The Comparison of Spatial Models in Peak Ground Acceleration (PGA) Study
International Journal of Geoinformatics, 2021 This study was conducted to compare the performance of three different spatial analysis models: Inverse Distance Weighted (IDW), Ordinary Kriging, and Regularized Spline interpolation technique to determine the best fit model representing Peak Ground Acceleration (PGA) in West Java Province, Indonesia.
Haikal Muhammad Ihsan +4 more
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Spektra: Jurnal Fisika dan Aplikasinya, 2021 The devastating earthquake Mw 7.4 hit Palu City, Central Sulawesi on September 28th, 2018, at 17:02:44 WIB. A high tsunami followed it. More than 2000 people died as a result of the earthquake and tsunami disaster.
Amalia Nasruroh +3 more
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Jurnal Meteorologi dan Geofisika, 2023 The December 12, 2010 earthquakes (M 5.9) has drawn attention on the importance of knowledge of peak ground acceleration at surface (PGAM) and spectral acceleration for Makassar City. The PGAM and spectral acceleration play an important role in seismic design regulations.
Bambang Sunardi, Jimmi Nugraha
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