Gully in north Africa that remains dry except during rainy season (4)
I believe the answer is:
wadi
(Other definitions for wadi that I've seen before include "Periodically wet ravine" , "Rocky watercourse in N Africa" , "seasonal flower" , "Desert gully, usually dry" , "Dry North African river bed" .)