Switch to Extended search mode in the Replace dialog.

Find what: rnrn

Replace with: (leave this blank)

Press Replace All. All the blank lines are gone.

* rn is a newline character (in Windows).

* rnrn finds two newline characters (what you get from pressing Enter twice).