You can sometimes partially bury an above ground pool, depending on the model. However, you should not bury your pool more than halfway. This is because the walls of most above ground pools cannot withstand the pressure of the ground pressing back onto them. If you really want to bury your pool, it may be better to go for a fully in-ground model.