msahamed / machine_learning_earthquake_rupture
This repository contains python codes to classify earthquake rupture based on random forest and neural network.
☆15Updated 5 years ago
Related projects: ⓘ
- Array-based CNNs for automatic earthquake detection and 4D localization☆10Updated 3 years ago
- Coda Wave Interferometry MATLAB Code Package and User Guide☆12Updated 5 years ago
- Codes used in the earthquake detection and location method presented in Beauce et al. 2019. A real data example is also provided.☆13Updated 3 years ago
- aftershock rate estimates and Omori-type fitting☆12Updated 4 years ago
- GIS data for active faults and blocks for China and vicinity☆13Updated 8 months ago
- Bayesian Machine learning based full seismic Moment Tensor estimation example for JGR submission "Estimation of seismic moment tensors us…☆11Updated 3 years ago
- GMSS2.0 is a software package for implementing stochastic ground motion simulation using finite-fault sources.☆18Updated 2 years ago
- These are some Shell scripts used for generating high-quality and professional plots using GMT.☆15Updated 6 years ago
- A well-trained CNN model for earthquake detection on multiple stations.☆13Updated last year
- This package is developed for processing and calculating HVSR from noise-based and earthquake-based time series data and parameterizing H…☆12Updated 6 months ago
- Deep learning toolbox for earthquake localization and detection☆32Updated 5 years ago
- Python notebook for calculating completeness magnitudes and b-values for earthquake catalogues☆15Updated last year
- Matched Field Processing using numerical Green's Functions from pre-computed databases, used in Schippkus & Hadziioannou 2022.☆9Updated 2 years ago
- Python package for computation of synthetic waveforms using the Direct Solution Method (DSM)☆11Updated 5 months ago
- Tools to characterize seismic phases☆13Updated 5 months ago
- Inter-source interferometry with cross-correlation of coda waves☆15Updated last year
- RIK earthquake source model: Slip rate generator☆13Updated 5 years ago
- This code computes Pressure and Tension axis from focal geometries: Strike, Dip and Rake angles.☆12Updated 7 years ago
- Robust earthquake spectra from envelope inversion☆14Updated last year
- CGFDM3D-EQR: A Platform for Rapid Response to Earthquake Disasters in 3D Complex Media☆13Updated last year
- A python package to calculate seismic source parameters☆11Updated 2 years ago
- Matlab software to simulate stochastic ground motions using wavelet packets☆10Updated 7 years ago
- Finite Difference Code for Earthquake Faulting☆20Updated 3 years ago
- A python package to perform joint inversion of these datasets and outputs an estimated shear velocity model☆11Updated 9 months ago
- A parallel code to calculate rate-state seismicity evolution induced by time dependent, heterogeneous Coulomb stress changes☆14Updated 2 years ago
- Python picking and Location Tool☆12Updated last week
- PSPicker, a matlab tool for automatic phase picking and event location☆10Updated 6 years ago
- Full moment tensor inversion using Hamiltonian Monte Carlo (HMC) sampling☆11Updated 3 months ago
- input files maker☆10Updated 5 years ago
- STREC stands for SeismoTectonic Regime Earthquake Calculator. It’s purpose is to determine automatically the earthquake type (subduction…☆18Updated 2 years ago