Average Temperatures for Each Month of the Year. See the average temperatures and precipitation for each month of the year. This chart is based on data collected from 1951 to present in the main day use area. Other Weather Data. The Great Sand Dunes Weather Station displays current weather data for a station located near the Visitor Center.