Named after local businessman George R. Carr, the airport was established in the mid-20th century to meet the needs of Bogalusa's growing business community. With the rise of the paper mill and lumber industries, there was a growing demand for faster transportation options for executives, engineers, and contractors who needed to travel in and out of the city. The airport was initially constructed with a small runway, serving both private and commercial flights, and has since expanded to better serve the region.
Over the decades, the airport saw periods of both growth and stagnation, mirroring the economic tides of Bogalusa itself. Despite these fluctuations, it remained a hub for local businesses and a lifeline for emergency services and aerial agricultural operations.