Have you got a cat carrier? If not, contact me when you next see it and I will try to help. If you can put food down behind Superdrug then it will, hopefully, keep returning.
Actually when I had a dog she often came out of the bushes in the park with a soiled nappy , so not just some dog owners who are dirty b.......! Most dog owners seem really good round here.