The grooves are designed to keep objects like trash and your feet from getting stuck at the end of the escalator. As each step gets to the end of the escalator, the grooves thread into the comb plate (see picture) at either the top or the bottom of the escalator (depending on the direction it's going) so that shoes/luggage/other objects are pushed upward by its teeth, keeping them from getting stuck.