The dead dogs are Spanish Galgos, not ex-racing hounds. Spanish galgos, along with many other hunting dogs in Spain, are abandoned, hanged, shot, or dumped into wells by their owners at the end of the hunting season.
You can learn more about the Galgo Espanol here...