I managed to find them first time using the directions here;

http://www.dunestock.net.qa/directions.html

along with the associated map;

http://www.dunestock.net.qa/images/directions.gif

I wouldn't recommend going there at this time of year though - it'll be ridiculously hot! We went back in April and it was too hot then really.

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