Desalination is definitely a big one, innovation here may be needed to head off major ecological/humanitarian catastrophes.
Desalination itself isn't hard, keeping it affordable is.
Between ill-advised agricultural ventures in the past few decades and clumsy regulation here in the GCC, groundwater deposits are draining frighteningly fast. Desalination is just too expensive as it is since it's directly linked to hydrocarbon prices and deposits.