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Volcanic lithology identification based on parameter-optimized GBDT algorithm: A case study in the Jilin Oilfield, Songliao Basin, NE China

Zhichao Yu, Zhizhang Wang, Fancheng Zeng, Peng Song, Bestman Adjei Baffour, Peng Wang, Weifang Wang, Ling Li

2021Journal of Applied Geophysics56 citationsDOI

Topics & Concepts

LithologyGeologyVolcanoSupport vector machineIdentification (biology)Decision treeStructural basinVolcanic rockAlgorithmPetrologyArtificial intelligenceGeochemistryGeomorphologyComputer scienceBotanyBiologyHydrocarbon exploration and reservoir analysisGeochemistry and Geologic MappingHydraulic Fracturing and Reservoir Analysis
Volcanic lithology identification based on parameter-optimized GBDT algorithm: A case study in the Jilin Oilfield, Songliao Basin, NE China | Litcius