Water purification after a flood

How does water purification work? I know there is such thing as water purification tablets. I know there is such thing as portable water purification facilities. But I haven't heard any talk of sending water purification equipment to the areas affected by the hurricane to purify the flood waters for drinking purposes. Is this not possible? What am I missing?