Place sugar and citrus zest in a 9x9 baking dish. Massage sugar into citrus zest to bring out the natural oils.
Add in rhubarb and toss. Bake until rhubarb is tender but not falling apart, about 25 minutes. Check halfway through and give a toss. If sugar is sticking to bottom of pan, add just a teaspoon of water.