Place watermelon chunks and sugar in a blender and process until well blended. Pass processed watermelon through a strainer. Discard watermelon pulp and place strained juice in a pitcher.
Add wine and club soda to juice. Serve over ice and garnish with rosemary, watermelon, and citrus.