Is it appropriate if my former advisor is editor of a journal I submit to?
I don't see any conflict of interest on your side preventing you from submitting to this journal. You can only assume that your former advisor has good ethics and will abstain from handling this manuscript.

Consider the consequences if someone you had a close working relationship with being on the editorial board would prevent you from submitting to a journal: many senior scientists could not submit to any journal in their field.