Naturally Occurring Radioactive Materials (NORM) is a common and costly contaminant of produced waters associated with natural gas production and exploration. One way of combating this problem is by identifying the problem beforehand. Our approach to this problem involves development of NORM prediction capabilities based on the geological environment. During quarter twelve of this project, final project revisions were approved and work initiated under these revisions. We have also made contact with regards to identifying new sampling sites.