The most valuable resources are usually either: Gold in Timbuktu/Zagreb(?), the stuff over in the America's, and some various things like Silk in Constantinople or silver.

Note that your capitols location relative to the resource also changes how much you gain from them, so it's quite possible to have Gold being less profitable then something like Amber or Slaves (which actually makes decent income as well).