The park was established on land acquired by the Tennessee Valley Authority during the construction of the nearby Norris Dam project in the 1930s.
Cove Lake serves as a designated stop on the Tennessee Wildlife Resources Agency's birding trail due to its high waterfowl population.
The park is home to a significant population of Canada geese that occupy the lake's shoreline throughout the year.
The park's swimming pool is historically significant, originally constructed by the Civilian Conservation Corps (CCC).
The park serves as a gateway to the Cumberland Trail, a scenic hiking route that stretches across the state of Tennessee.
The lake area provides a stopover for migratory birds during both the spring and autumn seasons.
The park's design reflects the early landscape planning standards utilized by the Tennessee Valley Authority in the mid-20th century.
Cove Lake State Park is a 673-acre site situated in the Cumberland Mountains of Tennessee, centered around a 21-acre lake created by the Tennessee Valley Authority. The park features diverse ecosystems, including wetlands, mixed hardwoods, and pine forests, which provide habitats for local wildlife such as waterfowl, turtles, and white-tailed deer. Recreational infrastructure includes a swimming pool, tennis courts, and over six miles of hiking trails that connect to the Cumberland Trail system. The park serves as a historical node for the Tennessee Valley Authority's early development efforts in the region. Several picnic pavilions and a designated campground are available to support extended stays. Its geography is defined by the proximity to the Norris Dam area and the surrounding mountain ridge landscape. The park offers accessible opportunities for fishing, birdwatching, and cycling on paved and natural surfaces.
The wooden footbridge spanning the lake, which provides a symmetrical view of the water against the mountain backdrop.
Bring polarized sunglasses to better observe turtles and fish in the shallow, clear waters of the lake.
Pack insect repellent, especially during humid summer months when visiting the wetland areas.
Check the Cumberland Trail connectivity maps if planning to hike beyond the park's internal trails.
Do not attempt to swim in the lake itself, as swimming is restricted to the designated park pool.
Stay on marked trails to protect sensitive wetland flora and observe a 'leave no trace' policy for all waste.