Speculation:  Altus is an air force base.  The image is directly on the other side of that base from the weather radar station and approximately the same distance radar - Altus and Altus - image.  There could be some interference from a radar station at the base itself which is registering as an echo.
Second speculation:  I tried to take a quick look on Google Earth to see if there was a hill or ridge that could cause a ground clutter type echo.  The terrain in that area changes from farm fields (presumably flat) to what looks to me to be a hill or ridge of some kind.  This could cause a ground clutter echo that is not being adequately corrected for.
Or it could be an alien landing site.  That would at least be more interesting.