I don't know about non-destructive, but it wouldn't take 'much' destruction to get a core sample, and check the moisture content. You could do it with a masonry bit to get through the pavement, and then a wood auger bit to bring tailings to the surface. It wouldn't take more than a 1" hole, and you could use a hand drill (but probably not cordless.)