White Lake is a city in western Aurora County, South Dakota, United States. The population was 394 at the 2020 census. According to th…White Lake is a city in western Aurora County, South Dakota, United States. The population was 394 at the 2020 census. According to the United States Census Bureau, the city has a total area of 0.43 square miles, all land.