Use a vegetable peeler to remove the zests from the citrus. Scrape off any thick white matter from the inside of the zests. Combine the zests and the sugar in a large bowl.
Juice the citrus and strain out the pits. Add the juice to the zest-sugar mixture and stir. Add the strawberries, cover, and refrigerate overnight.