Wind turbines can modify atmospheric conditions over wind farms. This study uses multi-scale, coupled atmosphere–soil–vegetation–wind turbine simulations to investigate how a wind farm interacts with a spring frost event in a vineyard area with complex terrain. Such a numerical approach provides new insights into turbine–atmosphere interactions and shows that turbine operation induces vertical mixing that disrupts near-surface atmospheric layers, leading to local warming of up to 2 °C.