Get the builder's extruded foam at your local hardware store.
It's either Pink or Blue depending on your area.
Get 2" thick sheets, so you can dig out rivers, build mountains, etc.
Just glue it to your wood base with cheap latex caulk. Then paint it an earth color with latex paint. Do not use any solvent based paints, it will melt it.