The moon on the horizon illusion is a purely psychological effect caused by the brain misjudging the size of the moon when it is viewed in proximity to familiar terrestrial objects.

“it is not actually bigger at all okay you can measure it in fact it's slightly smaller for other reasons i'm not going to get into but it so it's completely psychological and so we call it the moon on horizon illusion”