I actually tried corrugated roofing but the vines grew up into the gap
with spiders & blech plus the headroom is very limited. I can scrub the
deck a couple times per winter & it's not too bad.

mark Ransley wrote:
You could kill the moss and mold with bleach and run corrigated
roofing under the deck for waterproofing.