IIRC, we should be able to start detecting planetary atmospheres soon. That's going to be possible with either the James Webb solar-orbiting telescope or... another one I can't remember right now.
The significance of detecting planetary atmospheres is that it will provide a lot of clues as to what's going on below. In some cases it could strongly suggest a planetary industrial society.