We presented a novel model evaluation approach based on Sobol's sensitivity analysis. We combined multi-objective and time-varying sensitivity analysis approaches. We identified and evaluated spatiotemporal dynamics of model controls. Sensitive parameters are found to be highly correlated in model space and time domains. We assessed the influence of parameter constraints on the results of the sensitivity analyses.