Page 248 - Fundamentals of Gas Shale Reservoirs
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228   PASSIVE SEISMIC METHODS FOR UNCONVENTIONAL RESOURCE DEVELOPMENT


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            FIGURE 10.17  Data from a cabled array showing microseismic traces before (top) and after (bottom) noise filtering. The data contain a
            microearthquake. Noise generates artifacts in the coherence volumes which can distort the computed images. The linear noise from the well
            head is broader band and has a very slow velocity along the recording cables. The surface wave noise coming from outside of the array is
            moving along the cables with a higher velocity than the well head noise but is of lower frequency and narrower bandwidth.

            As described in the following section, MEQs normally are   Cross Correlation with Source Function  Each trace can be
            analyzed using individual traces.                    cross correlated with a synthetically derived source wavelet
                                                                 for that trace based on a modeled source slip function. In this
            Cross Correlation with Nearby  Traces  Each trace can be   approach, high‐amplitude MEQs are located and analyzed
            cross correlated with the traces nearby and the cross correlations   for the source function. Using the radiation pattern of the
            can be stacked. In this method, the phase changes as a function   MEQs from which the source functions are derived, source
            of offset and azimuth from the source location is removed by   function wavelets are created for each trace in the gather. The
            cross correlating each trace only with other traces that are   cross correlation of the computed source wavelet for each
            within a specified distance. All of the traces that are cross   trace with that trace produces a gather of cross‐correlation
            correlated with each other will have the same wavelet except at   functions that can be stacked. The stacked function is used in
            the nodal points in the radiation pattern. Not considering   the search for time windows that have amplitudes above the
            background noise, the amplitudes of the traces at the nodal   background. This method produces detections for MEQs for
            points will be close to zero amplitude and will not make a   each source type employed.
            significant contribution. There will be as many cross‐correlation
            functions as there are traces in the gather. The individual cross   Coherence after Source Function Correction  The coherence
            correlations can be stacked because they will have the phase   can be computed across all of the traces after adjustment
            changes removed. The stack of all of the correlation functions   of  source waveforms on each trace based on a prede­
            is used in the search for MEQs and can be used for fracture   termined  radiation pattern.  These coherency results can
            imaging. This method is more robust than many others but is   be  searched  for  amplitude  highs in  5D  space  (X,  Y,  Z,
            more computationally intensive.                      t, A) that are closed in all dimensions. The locations and
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