They don't have a monopoly on it, but the current batch of Republicans are responsible for somewhere north of 80% of it. That's lopsided enough to make it count as a Republican thing, not a Democrat thing.

Ten years ago, it would have been different, but the Republican party has taken a pretty big turn away from science then. You can see this comparing the official party platform from then to now.