Finer resolution can improve accuracy, but there will always be forecast errors

• Initialization errors – sparse knowledge of 3D initial atmosphere (temperature, humdity, wind)

• Parameterization errors – no exact scientific equations for certain processes

• Non-atmospheric errors – limited knowledge of vegetation type, soil type, soil hydrology