The present disclosure is a dust mitigation system for a cold planer. The dust mitigation system may include the following components: a cutting drum; a conveyor system proximate to the cutting drum and adapted to collect cut paving material from the cutting drum and convey the cut paving material to a conveyor system exit; a fan proximate the conveyor system and directing dust from the cutting drum to the conveyor system; a conduit having a first end positioned in the cutting chamber and a second end proximate the fan; a water source; and a conveyor spray nozzle located between the fan and the conveyor system exit and adapted to communicate water from the water source on to the conveyor system such that the dust directed from the fan to the conveyor system is blown through the water.