Yes. It insulates the underside of your trailer, allowing you to keep heat and cold in or out, depending upon season.
Generally speaking, most leaks in an RV come from the roof, not from plumbing issues. Most plumbing leaks that do occur happen above the floor anyways (fittings, drains, etc). The only water underneath the floor is waste tanks and holding tanks.