There are self sustained mobile desalination platforms. You can see one here, made by a Greek university: https://www.youtube.com/watch?v=GTuh2wIz32M

The platform which weighs 150 tons produces 70.000 liters of water daily and it costs around 700 thousand Euros. It’s not much but it’s a good start, I’m sure there are other advancements in this area.