A new method is proposed for computing evaporation from water surface subject to the major factors in terms of ANN (Artificial Neural Network) capable of learning and remembering. Results show that the technique is conventient in use and yields smaller errors, thereby presenting a new line for climatological research on water-surface evaporation.