Spongy bone is primarily located in the epiphyses of long bones, such as the femur and humerus, as well as in the interior of short, flat, and irregular bones like the vertebrae, ribs, and skull bones. The distribution of spongy bone is critical for reducing the overall weight of the skeleton while maintaining strength and rigidity.