Going back and reviewing the data from the Moorhead Airport, it would appear at first blush the data is accurate. Accurate, but not representative. Verifying the data will take some time however. There are several reasons to question the precision of the dew-point sensor.


crh.noaa.gov
Was Moorhead Minnesota one of the Hottest Places on Earth Tuesday afternoon? Based on data from the Moorhead Automated Weather Observing System (AWOS), there was a period of time when the dew-point temperature reached 88 degrees Fahrenheit! Values this high are usually reserved for locations such as the Mexican Gulf Coast, Saudi Arabia or other extremely hot and humid places. But, was the dew-point actually that high?
Going back and reviewing the data from the Moorhead Airport, it would appear at first blush the data is accurate. Accurate, but not representative. Verifying the data will take some time however. There are several reasons to question the precision of the dew-point sensor.

First:
The AWOS is surrounded by Sugar Beets and Soy Beans - two of the most prodigious transpiring plants. Second, there was very heavy rainfall Tuesday morning across the region. This rain served to saturate the local soils and encourage plant growth. Plus, under the sensor is 4-6" high clover in flower (clover you would find in your yard, not the crop), with much ponding water within a few feet of the sensor as well. Third, when compared to the Automated Surface Observation System (ASOS) at Fargo's Hector Field the maximum dew-point was 5 degrees lower, peaking at 83 degrees Fahrenheit for one hour only. (Below is a table comparing the Fargo ASOS and Moorhead AWOS for part of the day)
Rest of the article here.
Dew point is the temperature at which the air becomes saturated. This some times leads to rain in which it would be wise to grab a umbrella base and umbrella to protect your self from the elements. However saturation does not always mean rain. Rain is a complex process and just because surface air is saturated that does not mean air above is.