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Seismology, Signal Processing, Machine Learning, Statistic
EQTransformer. EQTransformer, a python package for earthquake signal detection and phase picking using AI.
413STEAD. STanford EArthquake Dataset (STEAD):A Global Data Set of Seismic Signals for AI
400Unsupervised_Deep_Learning. Unsupervised (Self-Supervised) Clustering of Seismic Signals Using Deep Convolutional Autoencoders
80dl_seismology. This repo contains the database and supporting materials for Deep-Learning Seismology
48Denoising-BTwavelet. This repository contains MATLAB scripts and sample seismic data for appying seismid denoising proposed in: "Hybrid Seismic Denoising Using Higher‐Order Statistics and Improved Wavelet Block Thresholding"
45MagNet. A Machine-Learning Approach for Earthquake Magnitude Estimation
38Denoising-NeighSTFT. Noise-level estimation using minima controlled recursive averaging approach and denoising using Stein's unbiased risk estimates in STFT domain.
29Seismic-Features-For-Machine-Learning. This collection of codes can be used for extracting features from continuous seismic signals for different machine learning tasks.
28Denoising-Custom. Automatic Microseismic Denoising and Onset Detection using customized thresholding.
24CRED. CRED: A deep residual network of convolutional and recurrent units for earthquake signal detection
23FastDenoising. This is a very simple denoising code for seismic data. It contains two different basic thresholding functions and works in continuous wavelet domain.
21GMT-scripts. These are some Shell scripts used for generating high-quality and professional plots using GMT.
18General-Cross-Validation-denoising-Forward. This repository contains MATLAB scripts and sample data for applying denoising method presented in: "Automatic noise-removal/signal-removal based on general cross-validation thresholding in synchrosqueezed domain and its application on earthquake data"
14Designaling-GCVwavelet-Reverse. This is a reverse algorithem for GCV method that removes the signal and keep the background noise
10sample-data-for-denoising. This repo contains sample seismic data that can be used to test seismic denoising performance. Same data has been used across multiple seismic densoing project which make it possible to benchmark your denoising method against classical baselines methods that can be found in other repositories here.
9Earthquake-Signal-Processing-Shell-SAC. SAC macros for earthquake data processing.
9Deep-Bays-Loc. This repo includes codes for paper Bayesian-Deep-Learning Estimation of Local Earthquake Location from Single-Station Observations,
7Harvard-EPS-55. This repository includes supplimentary materials for Harvard's introductory course on earthquake seismology (EPS55)
7Harvard-EPS-210. This repository includes supplementary materials for Harvard's AI for Earth & Planetary Science course (EPS210)
6Earthquake-Signal-Processing-MATLAB. This repository contains codes for automatic downloading and pre-processing of seismic time series.
5Seismic-MetaData-Downloader. This routine includes three main classed for downloading event and phase arrival metadata, station information, and reformatting and building SQL database.
4Machine_Learning_A-Z. Learning to create Machine Learning Algorithms
4MMIbyGemini. Codes and dataset for: Gemini and physical world: large language models can estimate the intensity of earthquake shaking from multimodal social media posts
3smousavi05.
3Sierpinski-Triangle. Python
3Estimating-Earthquake-Locations-Using-Twitter-Data-and-an-Unsupervised-Clustering.
3Earthquake-Mapper. Python routine for making earthquakes/stations maps.
3hypoDDpy. A collection of scripts to steer HypoDD by Felix Waldhauser.
3Downloading-ISC-data-using-webservice. Python
2Uncertainty-Estimation. Codes for Bootstrapping and estimating uncertainties in PSHA models
2Tests-of-probabilistic-hazard-estimates. Codes for statistical test of probabilistic seismic hazard assessments.
23D-Machine-Learning. A resource repository for 3D machine learning
2quake_posts_x_api2. This repo includes codes for automatic retrieval of posts related to the earthquake feeling (and/or reception of EEW alerts) from X platform.
1prediction_error. Shell
1Arkansas_catalog. This is the unified catalog of seismicity during August 2010 at Guy Greenbrier Arkansas.
1pygmt. A Python interface for the Generic Mapping Tools
1ll_etas.
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