So Black's only winning chance is to advance the pawn.
1.. Rb2 If 1..e3, advancing the pawn immediately, then 2. Ra8 draws since Black's King cannot escape checks without losing his e-pawn, when the resulting position with each side playing with a King and a Rook, is a draw.