Keywords: NWP; Numerical Weather Prediction; KF; Kalman Filter; PSO; Particle Swarm Optimization; ARIMA; Autoregressive Integrated Moving Average Model; VAR; Vector Autoregression Model; ANN; Artificial Neural Networks; GARCH; Generalized Autoregressive Conditional