In the southern Appalachians a strip of rhododendrons running up a mountain is a good sign of water. It's especially noticeable in spring because rhododendrons are evergreen, and they stick out among all the deciduous trees that haven't yet leafed out.

This may hold true elsewhere; that's just where I noticed it.