The Drought is one of the most widespread and damaging natural phenomena in world have been increasing around recent years. A drought a persistent shortage water caused by an imbalance supply demand. can be manifested as insufficient precipitation, lack soil moisture or low elevation rivers lakes. So, this paper, according to period data Lake Mead, prediction model used long short-term memory (...