This may be a thing you didn't think of, but are you using bait? Nearly any small meaty bits (rotten flesh, mystery meat, batwings...) can be used as bait, and you'll never catch anything without it. Also, try fishing at dusk, at dawn, and in the rain. But yeah, the water may not be deep enough; I h...