Depending on location, ground temperature tends to stabilize once you get a few feet down. Here in the northeast United States, it's about 60 F year-round once you get 15 feet below the surface.
I worked for a company that was making direct-exchange geothermal heat pumps for homes - think about a big refrigerator whose coils are buried in the soil.