Fowler-Nordheim formula is a theoretical formula for calculating field emission currents. It was derived under some idealized conditions. Experimental measurements show that field emission current from actual field emitters are always much larger than that calculated from Fowler-Nordheim formula. It implies that this idealized formula for actual field emitters must be modified. The reasons for modification and an appropriate quantitative method to modify this formula are given.