A two-step combined algorithm based on NARX neural network and the subsequent prediction of the residues improves prediction accuracy of the greenhouse gases concentrations
Alexander Buevich, Alexander Sergeev, Andrey Shichkin, Elena Baglaeva
Topics & Concepts
Nonlinear autoregressive exogenous modelAutoregressive modelArtificial neural networkInterval (graph theory)Computer scienceNonlinear systemAlgorithmData setEnvironmental scienceMeteorologyMathematicsStatisticsArtificial intelligencePhysicsQuantum mechanicsCombinatoricsAtmospheric and Environmental Gas DynamicsAir Quality Monitoring and ForecastingAtmospheric chemistry and aerosols