This study investigated the impact of sea spray droplets on the drag coefficient at the ocean’s surface, during high wind conditions, such as tropical cyclones. Through a series of numerical simulations relying on the Lattice Boltzmann Method, the effects of sea spray when released into the air through wave breaking, were analyzed over a range of varying parameters, e.g., droplets size and concentration. This science question can be translated from Oceanography to Computational Fluid Mechanics by representing the sea spray droplets as rigid spherical point particles dispersed in a turbulent air flow, i.e., a turbulent particle-laden Poiseuille flow. Momentum exchanges between the air at the sea surface and the sea spray droplets were observed in the simulations. In particular, turbulent vortices present near the boundary were damped and broken down by the turbulent motion of heavy particles, and the production of turbulent kinetic energy was decreased as well due to the presence of droplets dispersed in the air.