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Part II: Reservoir Simulation  91


       logging, well testing, and 3D seismic analysis. The Macro Scale focuses on data
       sampling at the level of core analysis and fluid property analysis.  The Micro
       Scale  includes  pore  scale data obtained  from  techniques such as thin section
       analysis  and  measurements  of  grain-size  distribution.  Each  of  these  scales
       contributes to the final reservoir model.


                                    MICRO










                                                GIGA





                        Figure  11-2.  Reservoir  scales  (after
                        Haldorsen and Lake, 1989; reprinted by
                        permission of the Society of Petroleum
                        Engineers).



                       11.2 Integrating  Scales -  the Flow Unit

             All of the information collected at various scales must be integrated into
       a  single, comprehensive,  and consistent  representation  of the  reservoir.  The
       integration of data obtained  at different  scales  is a difficult  issue that is  often
       referred to as the "scale-up" problem [for example, see Oreskes,  et al.,  1994].
       Attempts to relate data from two different  scales can be difficult. For example,
       permeability is often  obtained from both pressure transient testing and routine
       core  analysis.  The  respective  permeabilities,  however,  may  appear  to  be
       uncorrelated  because  they  represent  two  different  measurement  scales. An
       important task of the scale-up problem is to develop a detailed understanding
       of how measured parameters vary with scale. The focus on detail in one or more
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