I had a thought just now while doing a water change. They do get pretty warm, which at the very least probably doesn't help the strips stick down. You could probably use something like a sheet of aluminium, stick the strips to that. They might stick better, and it will help by heat sinking them a bit. Then maybe space it from the lid a little with a few 5-10mm thick spacers for some airflow under it.
I say you because I can't be bothered.