This is rather a delayed reply, but hope it may be useful. It may be that your caulking had been replaced at some point by normal sealant that tends to wipe off or mark in hot weather. I have done some re-caulking with deck caulking from sikaflex. It is a pain to use as sticks to everything but works well once on
