First we need to download raspbian, you can grab the latest version at https://www.raspberrypi.org/downloads/
Direct url: http://downloads.raspberrypi.org/raspbian_latest
Now we need unzip the file: 2016-02-06-raspbian-jessie.zip:
unzip 2016-02-06-raspbian-jessie.zip