Abstract: In geostatistics Kriging is a kind of algorithm that interpolates spatially correlated errors with better interpolation effects and being able to predict standard errors through mean square error.An experimental model for calculating temperature field of petroleum combustion is introduced to evaluate the influence of correlation model and regression model on interpolation results.Problems for further study are outlined.