well, the water table could, conceivably, sink under it... but unless you had another elevation change and there was a low point, the river wouldn't really just pop back out. Instead, I'd recommend the river go through the desert - plenty of deserts in the real world have rivers that pass through them without additional rainfall coming in, and the spring flood cycles have been known to power the agriculture of major civilizations (egypt, for one).