Central Park Historic District, Historic district in Palm Beach County, Florida.

The Central Park Historic District, also known as the Estates of South Palm Beach, is a U.S. historic district in West Palm Beach, Florida, designated on July 28, 1999. It runs roughly along SR 805 and South Olive Avenue, from Monroe Drive to Southern Boulevard, and contains 155 historic buildings.

The district was listed on the National Register of Historic Places on July 28, 1999, under the name Estates of South Palm Beach. It holds 155 historic buildings along SR 805 and South Olive Avenue, between Monroe Drive and Southern Boulevard. The listing recognized the surviving early-20th-century housing stock of this part of West Palm Beach.

The district is also known as the Estates of South Palm Beach, a name that recalls its early promotion as a residential estate area. Its 155 historic buildings, listed on the National Register on July 28, 1999, are the backdrop to that history.

The district is best explored on foot since the streets are compact and designed for walking, with plenty of shade from mature trees throughout. Informational markers and plaques at certain buildings help visitors identify key structures and learn about their characteristics.

Many houses were built using materials sourced locally and constructed in ways that reflect how early residents adapted to limited resources and conditions. This hands-on building approach demonstrates the practical necessity that shaped construction decisions of the era.