Previously purchased TV Programs - unable to download

I purchased the whole series of Homeland via my iPad to watch on holiday. It dodn;t have enough space so I deleted episodes after I had watched them in order to download more episodes.

I can now view it via Apple TV but I cant seem to download it to iTunes. Any ideas?