Holdings: Advanced machine learning algorithm to predict the implication of climate change on groundwater level for protecting aquifer from depletion

Advanced machine learning algorithm to predict the implication of climate change on groundwater level for protecting aquifer from depletion

Due to the impact of climate change, the groundwater level (GWL) has been declining recently in Malaysia, which is essential to protect the groundwater aquifer against depletion. Therefore, the current study aimed to propose an accurate GWL prediction model using advanced machine learning (ML) algor...

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Bibliographic Details
Main Authors:	Ahmed Osman A.I., Latif S.D., Wee Boo K.B., Ahmed A.N., Huang Y.F., El-Shafie A.
Other Authors:	57221644207
Format:	Article
Published:	Elsevier B.V. 2025
Subjects:	Malaysia Aquifers Climate change Climate models Forecasting Groundwater resources Hydrogeology Learning algorithms Learning systems Location Long short-term memory Mean square error Rain Support vector machines 'current Ground water level Groundwater aquifer Machine learning algorithms Machine-learning Prediction modelling Root mean squared errors Support vector regressions Waters resources aquifer climate change groundwater resource machine learning prediction regression analysis Wetlands
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Advanced machine learning algorithm to predict the implication of climate change on groundwater level for protecting aquifer from depletion

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