Numerical simulations of 35 different combinations of terrain, wind farm layout, and atmospheric conditions indicate that terrain (i.e., ground elevation variation) can significantly influence wind farm flows and in turn energy extraction efficiency. An analysis of the simulation results identifies the main drivers behind these terrain effects. These influences should be accounted for when estimating the energy yield of a planned wind farm – at least for wind farms similar to those in this study.