However, even considering only merged rainfall estimates, a high degree of variability in the behavioral factor sets was still observed across events. This suggests that updating-based methods for parameter estimation might be better suited than optimization-based methods for modeling ephemeral streams in dry regions. Increasing the acceptable likelihood ranges to increase the population of behavioral models did not reduce the problem of variability of behavioral parameter sets between events.