Reservoir facies classification based on random forest and geostatistics methods in an offshore oilfield

• Published in: Journal of applied geophysics Vol. 201; p. 104640
• Main Authors: Rahimi, Mehran, Riahi, Mohammad Ali
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.06.2022
• Subjects: Classification and regression tree; Decision tree; Geostatistics; Machine learning; Random forest; Surmeh Formation; Surmeh Formation; Classification and regression tree; Random forest; Decision tree; Geostatistics; Machine learning

Machine learning methods are increasingly employed in various seismic and petrophysical methods for parameter estimation, interpretation, prediction, and classification. Reservoir facies classification assists the interpretation of seismic data as an important step in petroleum exploration and produ...