Can nuclear desalination plants solve the problem of water scarcity?

Around 20,000 desalination plants already exist worldwide, almost all of which are onshore. Most are located in Saudi Arabia, the United Arab Emirates, and Kuwait, with others in countries including the UK, China, the US, Brazil, South Africa, and Australia, just to name a few.