Lake Caroline is a lake located in Bay County, Florida. It appears on the Panama City USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 0.39 feet (0.12 m) above sea level. The nearest populated place is Baker, approximately 0.2 miles to the WSW.