What should be indicated in the Departure airport field?
For transfer from the Airport you should on the booking page to choose/ indicate Airport of Departure and flight number.
That is mean you will arrived from this Airport and with this flight number
For transfer segment to the Airport you should choose the Airport of destination and flight number of departure.