Or maybe the ground sensors are in the wrong place.
I remember that about 10-15 years ago, there was a guy that used to visit official ground temperature measuring sites in the US. He got that information from a govt website. A surprising number of them were in the wrong places: in the middle of a parking lot, within the air plume of a heat pump, by an airport, etc... The govt response: remove the listing of the sites.