Bi-LSTM and partial mutual information selection-based forecasting groundwater salinization levels

Fresh-saline groundwater is distributed in a highly heterogeneous way throughout the world. Groundwater salinization is a serious environmental issue that harms ecosystems and public health in coastal regions worldwide. Because of the complexities of groundwater salinization processes and the variab...

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Hlavní autoři:	A. Muniappan, T. Jarin, R. Sabitha, Ayman A. Ghfar, I. M. Rizwanul Fattah, Chilala Kakoma Bowa, Mabvuto Mwanza
Médium:	Artigo
Jazyk:	Inglês
Vydáno:	IWA Publishing 2023-12-01
Edice:	Water Reuse
Témata:	bi-directional long short-term memory (bilstm) fresh-saline groundwater groundwater machine learning (ml) partial correlation input selection (pcis) partial mutual information (pmi)
On-line přístup:	http://wreuse.iwaponline.com/content/13/4/525
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