I live in Colorado, and have little experience with the eastern US, but in large parts of the west you'll do much better searching for a stream than waiting for

I live in Colorado, and have little experience with the eastern US, but in large parts of the west you'll do much better searching for a stream than waiting for it to rain. And it's good practice to filter all water from natural sources because parasites like giardia can be deadly.