One possibility plucked straight from a thriller: a nuke or dirty bomb is somewhere in the area and they are scanning for it.
They scan cities for known sources of radiation (hospitals, certain types of industries, natural sources) and map it all out. They'll also go back and conduct drills using those maps to see if they can locate planted radiation sources.
A real-life thriller...