One of the solutions for water in the Middle East is Desalination. This is often practiced or used in regions that are near the coast.
This is the process of converting Sea Water (which comprises of a lot of natural salt) into drinkable water that is saltless.
Desalination is not cheap. It involves the use of a lot of equipment especially because the volume of water that needs to be produced is very huge.
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