In the first part, we consider general singular control problems for random fields given by a stochastic partial differential equation (SPDE). We show that under some conditions the optimal singular control can be identified with the solution of a coupled system of SPDE and {\it a kind of reflected backward} SPDE (RBSPDE).In the second part, existence and uniqueness of solutions of RBSPDEs are established, which is of independent interest.