Because the exact location might vary slightly depending on the engine (4.0L SOHC or 4.6L V8), it's best to consult a repair manual specific to your 2005 Ford Explorer's engine. A diagram showing the fuel rail and its components will make it much easier to find. You can often find these manuals online (some are free, some are paid) or at an auto parts store.