Average Weather in March in Siem Reap Cambodia. In Siem Reap, the month of March is characterized by essentially constant daily high temperatures, with daily highs around 98°F throughout the month, rarely exceeding 105°F or dropping below 91°F. The highest daily average high temperature is 98°F on March 20.