You can geocode using the Google Maps API using the following HTTP request:
Simple CSV:
http://maps.google.com/maps/geo?q=London+Heathrow+Airport&output=csv&sensor=false
More complex XML:
http://maps.google.com/maps/geo?q=London+Heathrow+Airport&output=xml&sensor=false
Just change the q parameter at your airport.
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