To provide an agricultural film having excellent initial anticlouding property and the durability of the property, resistant to the deterioration of the initial anticlouding property, durability of the anticlouding property and the transparency even by the deposition of oils generated from a fuel oil heater, etc., and especially suitable for the covering of a plastic greenhouse.

The agricultural film is produced by coating a surface of a thermoplastic film composed of 100 pts.wt. of a thermoplastic resin and 0.2-5 pts.wt. of a nonionic surfactant with an anticlouding coating agent composed of 100 pts.wt. of an aqueous medium, 0.1-10 pts.wt. of colloidal alumina in terms of solid component, 0.1-20 pts.wt. of colloidal silica in terms of solid component and 0.1-10 pts.wt. of a water-soluble resin having a weight-average molecular weight of 100,000-4,000,000. The weight ratio of the sum of the solid components of the colloidal alumina and the colloidal silica to the water-soluble resin is 100:1 to 100:50.