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Short-Period Ambient Noise Quality Control and Reproducibility

Authors: Woo, Han Byul;

Short-Period Ambient Noise Quality Control and Reproducibility

Abstract

PYTHON code for measuring seismic travel-time changes with the wavelet method Contact: Han Byul Woo (hanbyulwoo@gmail.com) This PYTHON script package contains codes and test data for plotting quality of dispersion measurements obtained from two ambient-noise data processing methods. Phase cross-correlation and phase-weighted stacking Time cross-correlation and linear stacking PYTHON version 3.9 was used to run the script and following packages are required to run the scripts. 1.numpy 2.scipy 3.csv 4.sklearn 5.matplotlib Table of contents: — quality_control_aux.py: Core functions to plot quality parameters and quality controlled group velocity curves. The script also includes estimation of reproducibility and find the number of progressive stacks required to have a root-mean-squared error value away from a selected reference network-averaged group velocity curve. — plot_quality_control.py: Loads dispersion measurements and quality (signal-to-noise ratio and number of wavelengths) to plot the quality and quality controlled group velocity curves. — Dispersion_Data: Includes dispersion meassurements and quality for each wave period calculated based on two data processing methods (PCC-PWS and Time-Lin). Dispersion measurements for each progressive stacks are also included to estimate the reproducibility.

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Keywords

Dispersion analysis, Short-period seismic waves, Data quality and reproducibility

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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