We went to the church after some nice hours at the beach. Unfortunately, we did not find the cache. We searched at the place the GPS pointed to and also at places which seemed plausible given the spoiler picture. However, it is not clear whether the white cross is still at the place where it had been when the picture was taken because it not fixed to the ground.
Nice spot - fogg