It is possible to take the Metro line into Barcelona city from Barcelona Airport.
This service departs every hourly and takes 19 minutes to get to Barcelona Sants train station, where you can change to the next platform for the train to Girona, which takes about 1 hour and 15 minutes. Please see above directions to us from the Girona train station.