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The Cross Correlation is a measure of similarity of two data series as a function of the displacement of one relative to the other.

https://tcs.ah-epos.eu/#apps:Crosscorrelation

REFERENCES

Document Repository

CATEGORY

Correlation Analysis

KEYWORDS
Statistical analysis, Statistical properties of seismicity, Geo-resource production impact, Production – seismicity interaction

CITATION
Please acknowledge use of this application in your work: 
IS-EPOS. (2017). Cross Correlation [Web application]. Retrieved from https://tcs.ah-epos.eu/

Step by step


In order to use the Cross Correlation application user must have a time series data available in the workspace. This is the mandatory input to the application. The time series data can be easily created with other tools available on the IS-EPOS platform, as described below.

The workflow for Crosscorrelation application:

  1. Choose the catalog (or extract part of the catalog with Catalog Filter) from the episode that analysis is to be performed for.

  2. Add to your workspace the Catalog Time and Correlated parameter extractor application. It allows to extract vectors of time and time–correlated attributes of your choice from the seismic catalog.
    Select the seismic catalog to be used and choose the parameter you would like to conduct the analysis for (eg. Mw).



    The application generates two files: time_vector.mat and time_correlated_param_vector.mat. These are input files to the Time Series Builder application that user should to use next.

  3. Add the Time Series Builder to your workspace. This application allows user to generate data series based on time vector and time-correlated parameter vector files created in the previous step.



    In the following steps user needs to specify:

    - Initial time range – initial time range for analysis

    - Calculation mode – specifies way of parameter calculation from the time-correlated parameter vector values to compute time series



    - Time step - time step in which analysis will be performed



    - Chosen time series – select a single or multiple ranges of time for which time series will be calculated. It can be typed manually or selected from interactive graphs.





    Press the  button to initiates the process. Time series are calculated and saved in the user’s workspace as .mat file.


  4. Add Cross Correlation application to the workspace. The mandatory input are the time series files generated in the previous step. Two time series files are required. They can come from the same episode (eg. two time series from a different period of time) or from separate episodes.
    User can also specify additional parameters of crosscorrelation function.



    Select time series files holding the Ctrl button:


    Luanch the application by pressing the  button.

    The main output from the application is plot of crosscorrelation function calculated based on specified specified parameters:






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