The Short Version
Available evidence supports the stated quantity. Multiple recent sources tied to the national GCSAA/USGA survey report about 1.63 million acre-feet of applied irrigation water in 2024, and that converts directly to roughly 531 billion gallons. The main caveat is terminology: this is applied irrigation water, not necessarily net consumptive water use.