There are abandoned neighborhoods like this all over Qatar. The best "ghost towns" are the abandoned fishing villages along the North shore. Al Jumail is worth a side trip, as it has a clear road leading to it. Most of the others are cross-country treks. See link: http://www.qatarliving.com/node/565273