Although now known as Lake Santa Barbara, the body of water in southeast Pompano Beach was earlier named Lettuce Lake for the aquatic vegetation that grew at its surface.

Among locals in the early years the lake was also called Hardy's Lake, after Isaac Hardy, a pioneer who settled along the lakeshore in 1899.