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7.4 RADON VELOCITY FILTER                         383

           increases, and therefore α must be modified as  higher the residual moveout, the more effective
           the p value changes during the computations,  the method in multiple elimination. This prereq-
           while n is kept constant. The α value as a func-  uisite requires long offset seismic data to be col-
           tion of p is given by                        lected, and therefore the method is generally
                                                        almost ineffective on the data collected with a
                               q ffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffiffi
                                     2
                         α p ¼ α 0  1 p V 2       (7.3)  short streamer cable. In addition, since the
                                       M
                                                        method is based on the moveout differences
           where α 0 is the prediction distance at p ¼ 0, and  after NMO correction, it also requires a careful
           V M is the propagation velocity of the multiples.  velocity analysis.
           The data examples given here, however, are      The amplitudes in the CDP gathers are
           computed for constant α and n parameters.    mapped into different areas in the τ-p domain,
              Fig. 7.18 shows an application of the τ-p  depending on their curvature controlled by their
           domain predictive deconvolution to a marine
                                                        residual moveout times since the horizontal axis
           shot gather. Prediction lag is determined as
                                                        of the τ-p gather corresponds to residual move-
           160 ms, being equal to the length of the first tran-
                                                        outs. Providing an accurate velocity field, the
           sient package in the autocorrelograms, and then
                                                        multiple reflections are still hyperbolic while
           different operator lengths are tested. Deconvo-
                                                        the primary reflections are flattened following
           lution with an operator length smaller than
                                                        the NMO correction. This difference results
           n ¼ 100 ms cannot suppress the multiple, and
                                                        in the amplitudes of primaries and the multiples
           the efficiency of the deconvolution increases as
                                                        being mapped in different areas in the τ-p
           the operator length increases. The optimal
                                                        domain, in which the amplitudes of the multi-
           parameters for this shot are α ¼ 160 ms and
                                                        ples are muted out (Landa et al., 1999). The
           n ¼ 240 ms. Fig. 7.19 shows the τ-p domain pre-
                                                        important point here is the correct picking of this
           dictive deconvolution results on a brute stack
                                                        mute zone, which discriminates the primary and
           section using the parameters given here.     multiple amplitudes in the τ-p domain. The
                                                        method involves following steps which are sche-
                                                        matically shown in Fig. 7.20.
              7.4 RADON VELOCITY FILTER
                                                          i. NMO correction with velocities of primary
                                                            reflections is applied to input CDP.
              Long period multiples can be suppressed by
           parabolic Radon transform based on the move-  ii. CDP gather is transferred into the τ-p
           out differences between primary and multiple     domain by Radon transform.
           reflection hyperbolas in CDP gathers. The    iii. The  area   comprising  the   multiple
           method was first proposed by Hampson (1986)      amplitudes in τ-p domain is muted out.
           and it is accomplished by an application of the  iv. CDP is transferred back into the time-
                                                            distance domain by inverse Radon
           τ-p transform to NMO-corrected CDPs. The
                                                            transform.
           most important advantage of the method is that
                                                         v. If required, an inverse NMO is applied to
           it does not require information on the formation
                                                            obtain original CDP gather.
           mechanism of the multiples. Practical applica-
           tions indicate that the Radon velocity filters  Fig. 7.20A schematically shows reflection
           are effective in suppressing the long period mul-  hyperbolas representing the arrival times of
           tiples, especially at far offsets. However, for  five primary and three multiple reflections.
           complete success, the residual moveout between  If we apply an NMO correction to this CDP
           primary and multiple reflections after NMO cor-  gather usingprimary reflectionvelocities, hyper-
           rection should be at least 30 ms. In practice, the  bolas of the primary reflections are flattened.
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