A Somali government official, speaking on condition of anonymity, told Press TV that the American remote-controlled drones went down in close proximity to Dhoobley town, situated 20 kilometers (12 miles) from the Kenyan border and about 500 kilometers (312 miles) southwest of the Somali capital Mogadishu, late on Tuesday.
He added that the remains of the aircraft were retrieved by Somali government forces.
Somalia is the sixth known country where Washington uses remote-aerial vehicles to conduct surveillance and air strikes.
The United States has employed drones in Afghanistan, Pakistan, Libya, Iraq and Yemen to launch aerial bombings.
Somalia has been without a functioning government since 1991, when warlords overthrew former dictator Mohamed Siad Barre.
Strategically located in the Horn of Africa, Somalia remains one of the countries generating the highest number of refugees and internally displaced persons in the world.