The Collaborative International Dictionary of English v.0.48:

Astrognosy \As*trog"no*sy\, n. [Astro- + Gr. ? knowledge.]
   The science or knowledge of the stars, esp. the fixed stars.
   --Bouvier.
   [1913 Webster]