Systems and methods for the desalination of seawater and the purification of surface and groundwater are provided. The systems utilize the hydrostatic pressure of a natural or induced water column to filter water through a reverse osmosis, nanofiltration or other membrane, whereby a certain desired water quality or potable water is obtained.