To determine where and when wave ducts are present, we calculate modified refractivity from profiles of temperature and moisture from ~5 hPa vertical resolution upper air soundings archived at the National Centers for Environmental Information. This study compiles information from various regions around the world to look for patterns in the frequency, height, and strength of EM wave ducts from different times of the year and different times of the day. Most wave ducts are between 80 m and 250 m in thickness. Thinner wave ducts tend to have weaker strengths while thicker wave ducts have a wide range of duct strengths. This information will aid in improving understanding of how wave duct characteristics vary in different conditions.
 - Indicates paper has been withdrawn from meeting
 - Indicates paper has been withdrawn from meeting - Indicates an Award Winner
 - Indicates an Award Winner