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Carbonate reservoirs are often very heterogeneous and their properties are frequently difficult to<br>understand. The presence of faults and intense natural fractures further increases the complexity that<br>becomes very challenging for reservoir management and field development. This is the case of the<br>Shuaiba reservoir in Idd El Shargi North Dome (ISND) Field in offshore Qatar. The field was discovered<br>in 1960 and was first produced in 1964.