According to the pilot, he departed with 25 gallons of fuel and 80 gallons of chemical to spray a bean field near Cresco. About 5 minutes into the application, the engine lost power and the pilot initiated an autorotation to a water way on the side of a hill. Upon touchdown on the uneven terrain, the main rotor blades contacted and severed the tailboom. The pilot shutdown and exited the helicopter.