When i had a pool it got closed weekend after labor day.  It was a round above ground pool similar to above.  This was in Hatfield, no trees within 500 feet, 8 to 10 hours of sun per day.  Its just not worth sitting in a cold small pool.  Only exception was i kept it open a week longer in 1997, was replacing my roof, and it was hot up there.