One of the techs allows that, I can't remember which one - but it comes much later in the game.
I'm guessing that little pool around 4 o'clock might be fresh water, it looks like it's landlocked with a thin strip of land to the south - and as long as you have it somewhere in your city radius, you can irrigate I believe.