Time-series forecasting

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Peer-reviewed Article
In Water
Author:
Nguyen
Phuoc Cong
Tran
Van Ty
Dinh
Van Duy
Dang
Thi Hong Ngoc
Nigel
K. Downes
Huynh
Vuong Thu Minh
Amit
Chatterjee
Shamik
Chakraborty
Salinity intrusion has become a critical threat to agricultural stability and water resource management in the Vietnamese Mekong Delta (VMD), particularly in coastal regions. This study evaluates the efficacy of the Long Short-Term Memory (LSTM) neural network, a sophisticated deep learning (DL) architecture, for predicting salinity concentrations...