In this study, we carried out case study to predict dissolved oxygen (DO) concentration of Nakdong river estuary with LSTM model. aimed figure a optimal model condition and appropriate predictor for prediction in parameter as cases. Model results showed that Epoch = 300 Sequence length 1 higher accuracy than other conditions. it was highest where DO Temperature were used predictor, caused by hi...