When you're measuring perimeter you are only dealing with one dimension. If I asked you to find the perimeter of a square whose side measures 2 m, you would instinctively say it was 8 m. You would...
The answer is in the first part of your question. By this I mean that surface area would be measured in square units. For example, the surface area of the rectangle was 32cm squared.