The largest sand dune is that in Argentina, Duna Frederico
Kirbus, topping out at greater than 4000 ft high above its base.
(And over 9000 ft above sea level.)
The second highest is also in South America.
[Have a crack at the list at the foot of the wikipedia article
Dune.]