Identification of Karst Cavities from 2D Seismic Wave Impedance Images Based on Gradient-Boosting Decision Trees Algorithms (GBDT): Case of Ordovician Fracture-Vuggy Carbonate Reservoir, Tahe Oilfield, Tarim Basin, China - Kouassi, Allou Koffi Franck; Pan, Lin; Wang, Xiao; Wang, Zhangheng; Mulashani, Alvin K.; James, Faulo; Shaame, Mbarouk; Hussain, Altaf; Hussain, Hadi; Nyakilla, Edwin E. (Energies (Basel), 2023)
Keywords: Accuracy; Algorithms; Caves; Classification; Datasets; Decision trees; Enhanced oil recovery; fracture-vuggy carbonate reservoir; Geology; gradient-boosting decision trees (GBDT); Hydrocarbons; karst cavities; Machine learning; Neural networks; Reservoirs; Software; Tahe oilfield; uncertainty; Visual Geometry Group 16 pre-trained (VGG-16); China; Tarim Basin