The widespread adoption of no tillage soybean production systems has achieved tremendous success in enhancing soil quality and preventing soil erosion. Plant residue covering the soil surface influences the weed population dynamics through chemical (carbon/nitrogen ratio and allelopathy), biological (parasitism and predation by microorganisms, insects and small mammals) and physical factors (less direct sunlight reaching the soil surface, reduced diurnal soil temperature variation and physical obstruction of weed emergence).