Kevin Dunn, PhD gives an excellent analysis on what causes orange spots, or affectionately called DOS by soaping professionals.
http://www.wholesalesuppliesplus.com/education/chemistry/Orange-You-Glad-The-Chemistry-Of-DOS.aspx
What are “Dreaded Orange Spots?”