Police spokeswoman Julianne Sohn says officers responded to a call about 6 p.m. Tuesday and arrived in the Sherman Oaks area to find the body.
Public records show Abdul owns a home near the site where the body was found.
A message left for Abdul's publicist Stephanie Sher was not returned.