The Ghost Story Supernatural Fiction Award
Twice each year TGS awards $1,000 and publication in "The Ghost Story" to the winner of their short story competition. The stories can feature any paranormal or supernatural theme. Stories should run between 1,500 and 10,000 words.
For more info see here: http://www.theghoststory.com/the-ghost-story-supernatural-fiction-award-winners
Also be sure to check out the guidelines: http://www.theghoststory.com/tgs-fiction-award
Best of luck!