I'm beginning to have doubts about St Catherine's Island - as others evidently are who posted while I was typing this...
On our picture, the approach to the bridge is fairly level, whereas the St Catherine's one seems to be some way down into the gap, with rocks rising on either side.
Also, if it was St Catherine's Island, wouldn't the background be Tenby town and beach, rather than cliffs and farmland?
Arthur