delete whitespace lines with replace-regexp

[oliver]

hello

i want to use query-replace-regexp or replace-regexp to delete all lines 
contain only whitespace.

so i tried the the command with the search regexp "^\s-*$^J" (with ^J as in 
ctrl-q ctrl-j) and an empty replacement. nothing gets replaced.

what's wrong?

thanks, olli