Multivariate Multi-Step Long Short-Term Memory Neural Network for Simultaneous Stream-Water Variable Prediction

Multivariate Multi-Step Long Short-Term Memory Neural Network for Simultaneous Stream-Water Variable Prediction

Implementing multivariate predictive analysis to ascertain stream-water (SW) parameters including dissolved oxygen, specific conductance, discharge, water level, temperature, pH, and turbidity is crucial in the field of water resource management. This is especially important during a time of rapid c...

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Bibliographic Details
Main Authors: Marzieh Khosravi, Bushra Monowar Duti, Munshi Md Shafwat Yazdan, Shima Ghoochani, Neda Nazemi, Hanieh Shabanian
Format: Article
Language:English
Published: MDPI AG 2023-07-01
Series:Eng
Subjects:
stream-water
recurrent neural network
Long Short-Term Memory (LSTM)
water quality
Online Access:https://www.mdpi.com/2673-4117/4/3/109

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