 Environmental heterogeneity is common, but it is often ignored when studying environmental systems. This leads to errors in estimating the mean travel time of water through a system, which can result in misleading conclusions about the system's behavior. However, simple benchmark tests have shown that seasonal tracer cycles can be used to accurately estimate the fraction of young water in runoff from heterogeneous catchments. This article was authored by J. W. Kirchner.