There are a few things you can do to clean an above ground pool that has been sitting for a while. The first step is to remove any dirt and debris that may have built up over time. Next, use a plunger to suction onto the top of the pool and pull until all of the water has been drained out. Finally, use a vacuum cleaner to clean the entire surface of the pool.