Page 311 - Machine Learning for Subsurface Characterization
P. 311

discon-
                                  150                              150
                                  135
                                  120                              100     orientations of
                                  105                              50
                                  80                               0 Fracture orientation °
                             Sensors  Source  75  60  X (mm)  Kappa = 1000  –50  the  and


                                  45                               –100
                                  30                                       negligible,
                                                                   –150
                                  15
                                                                           is
                                  0                               0
        0  15  30  45  60  75  Y (mm)  90  105  120  135  150  40,000  35,000  30,000  25,000  20,000  15,000  10,000  5000  dispersion
                                  150                  Count               the
                                  135                              150
                                  120                              100
                                  105                                      kappa ¼ 1000 (right),
                             Sensors  Source  80                   50
                                  75  X (mm)  Kappa = 5            0 Fracture orientation ° Representative materials containing discontinuities of various dispersions (upper) and histograms of discontinuity dispersion (lower) around the primary  y-axis.
                                  60                                     orientation parallel to y-axis. For kappa ¼ 0 (left), the dispersion is large, and the dispersion is a uniform distribution. For kappa ¼ 5 (middle), the dispersion is mostly  to
                                  45                               –50     For
                                                                   –100      parallel
                                  30
                                                                   –150    of discontinuity.
                                  15
                                  0
                                           50,000  40,000  30,000  20,000  10,000
           15  30  45  60  75  90  105  120  135  150             0
        0                                                                    orientation
                      Y (mm)
                                                                           orientation  primary
                                                       Count
                                  150
                                  135                              150       the
                                  120                              100     primary  to
                                  105                                        and
                                  80                               50        other
                             Sensors  Source  75  X (mm)  Kappa = 0  0 Fracture orientation °  around the  each
                                  60
                                  45                               –50     degrees  to
                                  30                               –100      parallel
                                  15                                       50
                                                                   –150    and
                                  0                                          almost
           15  30  45  60  75  90  105  120  135  150             0
        0
                                          10,000  8000  6000  4000  2000    50  are
                                                                       FIG. 9.22  between  tinuity
                      Y (mm)
                                                       Count
   306   307   308   309   310   311   312   313   314   315   316