Long-term prediction for karst spring discharge and petroleum substances concentration based on the combination of LSTM and Transformer models
Feng Jiang, Qiang Li, Guotao Sun, Qixin Wu, Shuang Liu, Kebuzi Jiqin, Ruofan Wang, Hanwu Liu, Wei Hu
Topics & Concepts
KarstPetroleumEnvironmental scienceTransformerTerm (time)Spring (device)Environmental engineeringPetroleum engineeringHydrology (agriculture)GeologyEngineeringGeotechnical engineeringVoltageElectrical engineeringQuantum mechanicsPaleontologyPhysicsMechanical engineeringKarst Systems and HydrogeologyGeoscience and Mining TechnologyHydrological Forecasting Using AI