We had the gas off to our home for 2 months. When it was turned back on, the pressure relief valve poured water! The water heater is only about 4 yrs old. Can we try replacing the relief valve to solve this problem?

First try to reset the relief valve. Push the lever down.

Yes it can be replaced. You probably won't have to.