GNU Collaborative International Dictionary of English

Found one definition

1.       
   Leathery (?), a. Resembling leather in appearance or consistency; tough; as, “nothing but a leathery steak left to eat”. “A leathery skin.”  Grew.
   
   [1913 Webster]