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
Manage large and heterogeneous data spaces on the file system.

signac - simple data management The signac framework helps users manage and scale file-based workflows, facilitating data reuse, sharing, and reproduc

Glotzer Group 109 Dec 14, 2022
A variant of LinUCB bandit algorithm with local differential privacy guarantee

Contents LDP LinUCB Description Model Architecture Dataset Environment Requirements Script Description Script and Sample Code Script Parameters Launch

Weiran Huang 4 Oct 25, 2022
A tool to compare differences between dataframes and create a differences report in Excel

similarpanda A module to check for differences between pandas Dataframes, and generate a report in Excel format. This is helpful in a workplace settin

Andre Pretorius 9 Sep 15, 2022
Port of dplyr and other related R packages in python, using pipda.

Unlike other similar packages in python that just mimic the piping syntax, datar follows the API designs from the original packages as much as possible, and is tested thoroughly with the cases from t

179 Dec 21, 2022
MapReader: A computer vision pipeline for the semantic exploration of maps at scale

MapReader A computer vision pipeline for the semantic exploration of maps at scale MapReader is an end-to-end computer vision (CV) pipeline designed b

Living with Machines 25 Dec 26, 2022
Extract data from a wide range of Internet sources into a pandas DataFrame.

pandas-datareader Up to date remote data access for pandas, works for multiple versions of pandas. Installation Install using pip pip install pandas-d

Python for Data 2.5k Jan 09, 2023
Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.

EMGDecomp Package for decomposing EMG signals into motor unit firings, created for Formento et al 2021. Based heavily on Negro et al, 2016. Supports G

13 Nov 01, 2022
INFO-H515 - Big Data Scalable Analytics

INFO-H515 - Big Data Scalable Analytics Jacopo De Stefani, Giovanni Buroni, Théo Verhelst and Gianluca Bontempi - Machine Learning Group Exercise clas

Yann-Aël Le Borgne 58 Dec 11, 2022
Employee Turnover Analysis

Employee Turnover Analysis Submission to the DataCamp competition "Can you help reduce employee turnover?"

Jannik Wiedenhaupt 1 Feb 13, 2022
t-SNE and hierarchical clustering are popular methods of exploratory data analysis, particularly in biology.

tree-SNE t-SNE and hierarchical clustering are popular methods of exploratory data analysis, particularly in biology. Building on recent advances in s

Isaac Robinson 61 Nov 21, 2022
A meta plugin for processing timelapse data timepoint by timepoint in napari

napari-time-slicer A meta plugin for processing timelapse data timepoint by timepoint. It enables a list of napari plugins to process 2D+t or 3D+t dat

Robert Haase 2 Oct 13, 2022
This is a repo documenting the best practices in PySpark.

Spark-Syntax This is a public repo documenting all of the "best practices" of writing PySpark code from what I have learnt from working with PySpark f

Eric Xiao 447 Dec 25, 2022
Monitor the stability of a pandas or spark dataframe ⚙︎

Population Shift Monitoring popmon is a package that allows one to check the stability of a dataset. popmon works with both pandas and spark datasets.

ING Bank 403 Dec 07, 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
BIGDATA SIMULATION ONE PIECE WORLD CENSUS

ONE PIECE is a Japanese manga of great international success. The story turns inhabited in a fictional world, tells the adventures of a young man whose body gained rubber properties after accidentall

Maycon Cypriano 3 Jun 30, 2022
A data analysis using python and pandas to showcase trends in school performance.

A data analysis using python and pandas to showcase trends in school performance. A data analysis to showcase trends in school performance using Panda

Jimmy Faccioli 0 Sep 07, 2021
The official pytorch implementation of ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias

ViTAE: Vision Transformer Advanced by Exploring Intrinsic Inductive Bias Introduction | Updates | Usage | Results&Pretrained Models | Statement | Intr

104 Nov 27, 2022
Time ranges with python

timeranges Time ranges. Read the Docs Installation pip timeranges is available on pip: pip install timeranges GitHub You can also install the latest v

Micael Jarniac 2 Sep 01, 2022
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
Python Practicum - prepare for your Data Science interview or get a refresher.

Python-Practicum Python Practicum - prepare for your Data Science interview or get a refresher. Data Data visualization using data on births from the

Jovan Trajceski 1 Jul 27, 2021