Cato Lake is a lake located in Citrus County, Florida. It appears on the Inverness USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 36.09 feet (11.00 m) above sea level. The nearest populated place is Arlington, approximately 1.9 miles to the W.