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6.2 ASSUMPTIONS FOR DECONVOLUTION                     321


                                                               Amplitude spectra
                                          Time
                      t=0                               Amplitude
                   (A)             Minimum phase




                                          Time
                      t=0
                   (B)             Maximum phase   (E)  0                            Frequency

                                                                 Phase spectra
                                                       p
                                          Time                                  Maximum phase
                      t=0
                   (C)                Mixed phase                                  Mixed phase
                                                                                     Zero phase
                                                      Phase  0                       Frequency
                                                                                Minimum phase
                                          Time
                             t =0
                   (D)                 Zero phase  (F)  −p
           FIG. 6.8  Schematic illustration of (A) minimum, (B) maximum, (C) mixed, and (D) zero phase wavelets. (E) All of these
           wavelets have the same amplitude spectrum, and (F) the only difference in frequency domain is their phase spectra.

           and maximum phase. Fig. 6.8 shows their sche-  source wavelet in the seismic trace is not mini-
           matic displays with corresponding amplitude  mum phase, the deconvolution produces unsta-
           and phase spectra. The wavelet energy is     ble results. In such cases, it is necessary to
           front-loaded, middle-loaded, and back-loaded  convert the source wavelet into its minimum
           for minimum phase, mixed phase, and maxi-    phase equivalent. Although Vibroseis data in
           mum phase wavelets, respectively. A zero phase  land surveys is zero phase, and water gun data
           wavelet is symmetrical with a maximum at time  is maximum or mixed phase, fortunately the
           zero. Zero phase wavelets have energy before  remaining land and marine impulsive sources
           time zero, which makes them noncausal, and   generally produce minimum phase source
           therefore they are not physically realizable.  signals.
           A zero phase wavelet has a shorter duration
           than its minimum phase equivalent, which     6.2.6 Assumption 6: Random Reflectivity
           makes it a wavelet with higher resolving power.
           All of the wavelets in Fig. 6.8 are of the same  This assumption suggests that the reflectivity
           amplitude spectrum; the only difference is their  series is random. Although it is commonly not
           phase spectra.                               easy to understand the yields of this simple
              The phase characteristics of the source wave-  assumption, it is one of the most important pre-
           let embedded in the seismic traces have great  requisites that enable us to perform deconvolu-
           importance in the deconvolution process.     tion. The importance of this assumption arises
           According to Assumption 5, the seismic wavelet  for the calculation of the deconvolution opera-
           is always minimum phase, which is a causal sig-  tor. As will be explained in Section 6.3.3, auto-
           nal and its energy is zero before time zero. If the  correlation of the source wavelet, not the
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