With blogger messing about so much at the moment, you need to back up your blog constantly. Pictures and videos are downloaded seperately. If you don't understand how to do it, here is how.
On your dashboard:
Go to settings and choose other:
As well as all the above I have shown, it also helps you download all your pictures and videos. These used to be stored in your picasa album but that no longer works.