I don’t really think it is 100% synonymous with melancholia, but that’s probably (sadly?) the way it used today. Wehmut is a little bit of a rare and oldfashioned word which got fashionable in the romantic era through (among others) works of Goethe and got modern reuse in the fantastic Donald Duck translations of Erika Fuchs.