A few days ago, I was playing with paper and ink and stumbled across a solution to this problem. There is a lovely stamp image in Stampin' Up!'s Gorgeous Grunge stamp set that makes the perfect watercolor impressions--without the water!
I expect this stamp set to start getting a lot more usage at my stamp table!
Stay warm and stamp, y'all!