A good idea is to keep in mind that no long journey of more than 150km will be made in one non-stop trip - if nothing else, the sun gets at you. There are certain to be restroom stops - especially in Africa, where you cannot stop in areas outside of town.
Longest mileage without a petrol station would be 200 to 250 km.