Annual Climate Conditions. Temperatures are often moderate at elevations below 9,400' (2,865 m). At higher points, like Bear Lake, Trail Ridge Road, or Longs Peak, it may snow even in July. A wide variation between day and nighttime temperatures is also typical of mountain weather.