The trade winds are the flow of air from the belt of sub-tropical high pressure into the ITCZ.   As the air sinks in the sub-tropical high pressure it warms adiabatically which decreases its relative humidity; it becomes ‘drier’.   However, as it flows over the ocean towards the ITCZ the lower levels (up to approximately 5,000 feet) pick up moisture.