It's a fairly common movie trope that when someone is being chased by dogs they will run through water to "lose their scent" and the dogs will no longer be able to follow the trail of the one pursued.
If this is true to a degree, a sub question would be if it's possible to "re-pickup the scent" by tracing the perimeter of the body of water. In other words, is it just the connectivity of the trail that's broken, or is the scent lost for good during this particular pursuit?