Combining a maximum a posteriori (MAP) equalizer and a D-dimensional Single-Parity Check Turbo Product Code (SPC-TPC) in a novel way, a Block Turbo Equalizer structure is proposed here. The proposed scheme has a potential for reduction in complexity, when compared to other block turbo equalizers. Simulations reveal attractive performance results.