Analyzes the error propagation structure of a simple two compartment water quality model and describes the effect on model predictions from uncertainties in initial conditions and forcing inflow. Review of linear dynamic systems; Variance estimation model for water quality; Steady-state concentration and system time scale for water quality systems.