If you have a choice of setting your containers on concrete or putting them on grass (bad for the grass) or soil, avoid the concrete. Concrete or other hard surfaces absorb the heat of the sun on summer days. If concrete is a must, fashion a little riser with available materials to get the pot off the hot surface. Bottom line, don't cook your roses. :-)
David