Not exactly sure how since they are both coastal cities, but it seems Abu Dhabi must be slightly elevated from Dubai, considering my fuel consumption is consistently 1 L/100 km higher when driving from Dubai to Abu Dhabi, ceteris paribus.
Been testing this for a few years now.