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Seismic Velocity and Attenuation from Full Waveform Acoustic Logs
Mark Elliot Willis
Submitted
to the Department of Earth, Atmospheric, and Planetary Sciences in April 1983
in partial fulfillment of the requirements for the degree of Doctor of Philosophy
Abstract
Automatic models of determining P and S wave velocity and attenuation from
Full waveform acoustic logs are studied and compared. The suggested P wave
velocity method is an event detector which is based on the threshold detection
in a window near the previous picks and fine adjustment by a semblance correlation.
The moveouts found by the correlation process are used to find the common
source P velocities as well as effective borehole compensated P velocities.
We call the most reliable velocity method for S waves the P correlated S method.
It consists of correlating the P waveform with the rest of the record to find
the S arrival. The S waveform is then correlated with the next record to determine
the S velocity. The method does not necessitate a distinct S wave arrival
and can utilize the existence of the reflected conical wave (or normal mode)
whose phase velocity is controlled by the S velocity of the formation. When
these methods are applied to synthetic borehole seismograms they reproduce
the model velocities to within less than 0.5%.
In order to increase the depth resolution of the slowness (or velocities)
determined, and remove the effects of borehole radii changes, we propose a
method to formally invert the travel times and moveouts determined above.
On synthetic travel time data the method obtains slownesses which are very
well resolved. In the presence of noise the estimates display a larger variance
but are locally unbiased. The standard borehole compensated method remains
biased around bed boundaries and over small layers but produces estimates
which appear fairly insensitive to the noise.
For the determination of intrinsic rock attenuation, the short receiver separations
available make the estimates quite susceptible to noise. On synthetic data
Qp estimates appear obtainable using fixed length time window around the P
headwave. On actual data the estimates obtained using the slopes of the spectral
ratios varied substantially even though the maximum likelihood spectral estimation
was utilized to reduce the effect of noise. More stable estimates were obtained
when the ratio at the peak of the near receiver amplitude spectrum was used.
For S attenuation, there appears to be a complicated interaction between the
shear headwave and the reflected control wave which masks the formation shear
attenuation.
Finally, we investigated the sensitivity of the full waveform logs to borehole
asymmetries and tool positioning. Our results show that the waveforms are
indeed sensitive to these effects. We noted the following trends due to the
above effects: 1) a reduction in the size of the P headway packet, 2) a reduction
in the central portion of the reflected conical wavetrain, 3) the Stoneley
wave is basically in affected, and 4) that the higher frequencies should be
affected more than the low frequencies.