Evaluation of Source Rock Potentiality and Prediction of Total Organic Carbon Using Well Log Data and Integrated Methods of Multivariate Analysis, Machine Learning, and Geochemical Analysis
Edwin E. Nyakilla, Selemani N. Silingi, Chuanbo Shen, Jun Gu, Alvin K. Mulashani, Patrick E. Chibura
Topics & Concepts
KerogenSource rockHydrocarbonTotal organic carbonGeologyMultivariate statisticsCoefficient of determinationSoil sciencePetroleum engineeringEnvironmental scienceStatisticsMineralogyStructural basinEnvironmental chemistryChemistryMathematicsGeomorphologyOrganic chemistryHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingPetroleum Processing and Analysis