A material collection unit for a material handling system is disclosed. The material collection unit includes an elongated housing section, a separator, and an accumulation bin. The separator is disposed within the housing section and partially bisects the elongated housing section into first and second sections. The first section is in communication with an inlet for materials to pass through. The second section is in communication with an exhaust. The accumulation bin is disposed below the elongated housing and has an open top section that is in communication with the elongated housing section and a second opening that is configured to mate with an opening of a baler unit.