sentences:  According to the United States Census Bureau, the town has a total area of , all land.The elevation of Horseshoe Lake is above sea level.The town of Horseshoe Lake is situated in the Mississippi River floodplain at the eastern tip of a U-shaped water body named Horseshoe Lake, which the town is named after.