Hope I don't sound stupid, but perhaps they had intelligence that chemical weapons were being stored at that air field.
I would guess that any intel he has came from the same guys who said Iraq had mass amounts of WMD. On the bright side, Trump is onboard with McCain and Graham on Syria now.