During this regard, this paper selects Poyang Lake given that the investigate item, adopts the transformer neural community system to ascertain the prediction model of daily scale of water volume of Poyang Lake, and explores its probable to predict the water level change means of Poyang Lake. We Assess the simulation final results of transformer mo