Impact of land leveling was evaluated at the edge-of-field of a Québec field. Metropolis algorithm was coupled with deterministic models to quantify uncertainty. Land leveling reduced runoff, but did not reduce peak flow for convective events. Suspended sediment load increased about 100 times just after land leveling. Suspended sediment load increase remained statistically significant after one year.