Seismic driven reservoir classification using advanced machine learning algorithms: A case study from the Lower Ranikot/Khadro sandstone gas reservoir, Kirthar Fold Belt, Lower Indus Basin, Pakistan
Umar Manzoor, Muhsan Ehsan, Ahmed E. Radwan, Muyyassar Hussain, Muhammad Khizer Iftikhar, Farooq Arshad
Topics & Concepts
GeologyPetrophysicsFaciesReservoir modelingStructural basinPetrologyAlgorithmNatural gas fieldSeismic inversionSeismic attributePetroleum engineeringGeomorphologyGeotechnical engineeringNatural gasPorosityGeometryEngineeringWaste managementComputer scienceMathematicsAzimuthHydraulic Fracturing and Reservoir AnalysisSeismic Imaging and Inversion TechniquesReservoir Engineering and Simulation Methods