Ray Tracing Based Forward Modelling for Generating Synthetic Microseismic Dataset

Wavelet

To produce microseismograms, wavelets approximately scaled for geometric spreading are placed at the appropriate arrival times. Both the P and S wavelets have the form

wavelet-equation

  • This is the response of a damped harmonic oscillator:
    • 𝐴0 decides wave amplitude
    • exp⁡(−𝑘𝑡) decides wave attenuation
  • Specific values for the parameters f and k are arbitrary
  • Downhole case:
    • f = 300 Hz, k = 80/s for the P arrivals
    • f = 200 Hz, k = 50/s for the S arrivals
  • Surface case:
    • f = 60 Hz, k = 50/s for the P arrivals
    • f = 10 Hz, k = 30/s for the S arrivals

Wavelets Optimization

Wavelet featured with asymmetric amplitude and asymmetric attenuation is more approximate to reality.

Different wavelets
Different wavelets

Acquisition Design

An open-source python based package, i.e. PSForward is used to design and generate all kinds of acquisition geometries. The following star-shaped surface array was generated by use of psarray.py module.

Star-shaped surface array consisting ~ 1000 geophones
Star-shaped surface array consisting ~ 1000 geophones

 

Ray Tracing

Ray tracing codes for reflection seismic forward modelling are common to be seen. PSForward contains an raytracing module called psraytrace.py which is specifically designed for one-way traveltime calculation.

The followings are two examples of passive seismic raytracing and one-way traveltime calculation using psraytrace module in PSForward. One is for surface array and the other is for downhole array.

Microseismic raytracing for surface array using psraytrace module
Microseismic raytracing for downhole array using psraytrace module
Microseismic raytracing for downhole array using psraytrace module

This ray tracing codes can also be used in generating reflection seismic synthetics. The following figure shows the rays generated for reflection seismic.

ref_seis_raytrace_model1
Reflection seismic raytracing

Waiting appending…

 

References

  1. Joe Wong, P. M. M., Lejia Han, and John C. Bancroft. (2011). Synthetic microseismic datasets.CSEG RECORDER.
  2. PSForward: An open-source passive seismic forward modeller.

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