Woodburn is a city in Clarke County, Iowa, United States. The population was 146 at the time of the 2020 census. According to the United Stat…Woodburn is a city in Clarke County, Iowa, United States. The population was 146 at the time of the 2020 census. According to the United States Census Bureau, the city has a total area of 0.64 square miles, all land.