How to open new Finder window in current space quickly?
Just click on the blank desktop space to activate the Finder  and then CMD+n

-EDIT.

Or

Save this Applescript code as an Applescript Application. 
Drag it to you dock next to your finder iCon and click it when you want a new finder window.

tell application "Finder"
    activate
    make new Finder window
end tell