Stewart Robert Hinsley writes
Bog myrtle (Myrica gale) is rumoured to repel midges.

Scotland is full of bog myrtle ;-)

Seriously, I haven't found it to be particularly effective, but in the
absence of anything else, it's worth trying.
--
Kay