The Collaborative International Dictionary of English v.0.48:

Downiness \Down"i*ness\, n.
   The quality or state of being downy.
   [1913 Webster]

WordNet (r) 3.0 (2006):

downiness
    n 1: a light softness [syn: downiness, featheriness,
         fluffiness]