video on main page showing on top of lightbox

when using the lightbox option and clicking on an image the lightbox shows as it should but images embedded videos from the page below show on top!
i.e they appear to have higher z-index
What can we do to fix this.

The site is https://adventurebods.com/postcards

Thanks