Dunnellon was founded in 1887. In 1889, phosphate was discovered in the area, leading to an expansion of the area until the early 1910s. The original mining took place in and around the Rainbow River (formerly called 'Blue Run'), using the river's natural flow to transport phosphates. What is now the 'Blue Cove' subdivision, was one of the original mining pits.