Hmmmm, do they have "off road" furniture dollies?
The foam is to spread out the weight evenly and irregularities have less of a chance of causing your tank to crack. What is your stand made of? Could it warp 5 years down the road? It doesn't cost much, it is usually in pink or blue sheets at the hardware store, for the price I would use it for peace of mind.