Based on the spatial temporal characteristics of interaction of pine caterpillar larvae population,a three dimensional correlogram and spatially mixture regression model was proposed.The correlogram includes both spatial and temporal correlation analysis,the forecast model includes three components,temporal and spatial auto regression,and spatio temporal trend surface.As for the forecasting of pine caterpillar density distribution,both temporal correlation and the intensity of spatial interaction were ...