After finding lots of evidence of desert-blown sands in stone of a similar age in Ardrossan, I had a look at the sandstone blocks in Wigton. Most of them are structureless like the one below.
But I did find this one which has horizontal layers on top of slanted layers that might come from small dune fronts.