A pool cover for above ground swimming pools includes a cover with an elevated central area, a plurality of rods to support the cover, and a plurality of clip assemblies to couple the rods to the swimming pool. The cover is a waterproof textile having a plurality of sleeve members allowing for insertion of the support rods to secure and support the cover. Each clip assembly includes hook which removably attaches to an upper perimeter edge of the pool and a pocket to receive an end of the support rod. When assembled, the support rods form a dome-like structure circularly arranged about the edge of the pool.