A Python Tools to imaging the shallow seismic structure

Related tags

Data AnalysisShallowSeismicImaging
Overview

ShallowSeismicImaging

Tools to imaging the shallow seismic structure, above 10 km, based on the ZH ratio measured from the ambient seismic noise, and P polarization from tele-seismic P wave

Installation

First clone this repository or download code on machine where you would like to setup.

- Clone the repo

$ git clone https://github.com/SeisPider/ShallowSeismicImaging.git
$ cd ShallowSeismicImaging

- Install Python

Windows,Mac,Linux

- Instal SAC

SAC

- Install requirements.txt

$ pip install -r requirements.txt

Above command will install all the dependencies of project.

Folder structure

.
├── LICENSE
├── Noise.ZHratio.Measurement             # Measurment technique to obtain ZH ratio from ambient seismic noise
│   ├── Measurement                       # Measurement of ZH ratio
│   │   ├── Step1.Measurement.py         
│   │   ├── Step2.Constrain.moveavg.py
│   │   ├── Step3.Decomposition.py
│   │   ├── __pycache__
│   │   ├── info                          # Info. of seismic stations to measure
│   │   ├── measured.new3.Verification    # Verification for measurement result
│   │   ├── run.test.sh
│   │   └── utils.py                    
│   ├── data
│   │   └── getData.py
│   └── src                               # Source code for measurement
│       ├── Noise.py
│       ├── __init__.py
│       ├── __pycache__
│       └── utils.py
├── Polarization.Analysis                 # Measurement and inverison of P wave polarization
│   ├── analysis
│   │   ├── MOD.Verification
│   │   ├── POL.Verification
│   │   ├── Step1.Ppicks.py               # Automatic pick P arrival
│   │   ├── Step2.MeasureP.py             # Measure P apparent polariztaion angle
│   │   ├── Step3.PureInvertS.py          # Inversion for the Near-surface Vs 
│   │   ├── info                          # Info. of seismic stations to measure P polarization 
│   │   └── src
│   └── data
│       └── getData.py
├── README.md
└── requirements.txt

Support

If you face any problem or issue in configuration or usage of poolagency project as per the instruction documented above, Please feel free to communicate with ShallowSeismicImaging Development Team.

Reference

  1. Xiao X, Cheng S, Wu J, et al. Shallow seismic structure beneath the continental China revealed by P-wave polarization, Rayleigh wave ellipticity and receiver function[J]. Geophysical Journal International, 2021, 225(2): 998-1019.
Owner
Xiao Xiao
PhD Candidate in Seismology
Xiao Xiao
GitHub Repository
X-news - Pipeline data use scrapy, kafka, spark streaming, spark ML and elasticsearch, Kibana

X-news - Pipeline data use scrapy, kafka, spark streaming, spark ML and elasticsearch, Kibana

Nguyễn Quang Huy 5 Sep 28, 2022
pandas: powerful Python data analysis toolkit

pandas is a Python package that provides fast, flexible, and expressive data structures designed to make working with "relational" or "labeled" data both easy and intuitive.

pandas 36.4k Jan 03, 2023
sportsdataverse python package

sportsdataverse-py See CHANGELOG.md for details. The goal of sportsdataverse-py is to provide the community with a python package for working with spo

Saiem Gilani 37 Dec 27, 2022
Import, connect and transform data into Excel

xlwings_query Import, connect and transform data into Excel. Description The concept is to apply data transformations to a main query object. When the

George Karakostas 1 Jan 19, 2022
Fitting thermodynamic models with pycalphad

ESPEI ESPEI, or Extensible Self-optimizing Phase Equilibria Infrastructure, is a tool for thermodynamic database development within the CALPHAD method

Phases Research Lab 42 Sep 12, 2022
nrgpy is the Python package for processing NRG Data Files

nrgpy nrgpy is the Python package for processing NRG Data Files Website and source: https://github.com/nrgpy/nrgpy Documentation: https://nrgpy.github

NRG Tech Services 23 Dec 08, 2022
A computer algebra system written in pure Python

SymPy See the AUTHORS file for the list of authors. And many more people helped on the SymPy mailing list, reported bugs, helped organize SymPy's part

SymPy 9.9k Dec 31, 2022
Statistical Rethinking: A Bayesian Course Using CmdStanPy and Plotnine

Statistical Rethinking: A Bayesian Course Using CmdStanPy and Plotnine Intro This repo contains the python/stan version of the Statistical Rethinking

Andrés Suárez 3 Nov 08, 2022
Python for Data Analysis, 2nd Edition

Python for Data Analysis, 2nd Edition Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media Buy

Wes McKinney 18.6k Jan 08, 2023
Used for data processing in machine learning, and help us to construct ML model more easily from scratch

Used for data processing in machine learning, and help us to construct ML model more easily from scratch. Can be used in linear model, logistic regression model, and decision tree.

ShawnWang 0 Jul 05, 2022
Describing statistical models in Python using symbolic formulas

Patsy is a Python library for describing statistical models (especially linear models, or models that have a linear component) and building design mat

Python for Data 866 Dec 16, 2022
Spectacular AI SDK fuses data from cameras and IMU sensors and outputs an accurate 6-degree-of-freedom pose of a device.

Spectacular AI SDK examples Spectacular AI SDK fuses data from cameras and IMU sensors (accelerometer and gyroscope) and outputs an accurate 6-degree-

Spectacular AI 94 Jan 04, 2023
Functional Data Analysis, or FDA, is the field of Statistics that analyses data that depend on a continuous parameter.

Functional Data Analysis Python package

Grupo de Aprendizaje Automático - Universidad Autónoma de Madrid 184 Dec 27, 2022
PipeChain is a utility library for creating functional pipelines.

PipeChain Motivation PipeChain is a utility library for creating functional pipelines. Let's start with a motivating example. We have a list of Austra

Michael Milton 2 Aug 07, 2022
Deep universal probabilistic programming with Python and PyTorch

Getting Started | Documentation | Community | Contributing Pyro is a flexible, scalable deep probabilistic programming library built on PyTorch. Notab

7.7k Dec 30, 2022
Numerical Analysis toolkit centred around PDEs, for demonstration and understanding purposes not production

Numerics Numerical Analysis toolkit centred around PDEs, for demonstration and understanding purposes not production Use procedure: Initialise a new i

George Whittle 1 Nov 13, 2021
Data imputations library to preprocess datasets with missing data

Impyute is a library of missing data imputation algorithms. This library was designed to be super lightweight, here's a sneak peak at what impyute can do.

Elton Law 329 Dec 05, 2022
Elementary is an open-source data reliability framework for modern data teams. The first module of the framework is data lineage.

Data lineage made simple, reliable, and automated. Effortlessly track the flow of data, understand dependencies and analyze impact. Features Visualiza

898 Jan 09, 2023
A multi-platform GUI for bit-based analysis, processing, and visualization

A multi-platform GUI for bit-based analysis, processing, and visualization

Mahlet 529 Dec 19, 2022
Statistical Analysis 📈 focused on statistical analysis and exploration used on various data sets for personal and professional projects.

Statistical Analysis 📈 This repository focuses on statistical analysis and the exploration used on various data sets for personal and professional pr

Andy Pham 1 Sep 03, 2022