Attaching green felt to lionel tubular track layout?

[homersimpsonlikestrains]

How would I get green felt to stick on top of the wooden table for my lionel tubular train layout? Would a spray adhesive work?

 

[D&J RailRoad]

I would use the spray adhesive instead of a painted or rolled on glue. The glue may soak through the felt.