you can use the /tc command to give yourself aspect knowledge.
/tc help will tell you the syntax.
Your thaumcraft specific data is stored in the playerdata/<id>.thaumcraft files, you need to restore that file specifically from a backup.
There is an automatic backup made occasionally, so you might be lucky if you restore that one.
Great, thanks. I'll try those two things. I really appreciate the speedy and helpful reply.