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Big data analytics and its role to support groundwater management in the Southern African development community
(MDPI, 2020)
Big data analytics (BDA) is a novel concept focusing on leveraging large volumes of
heterogeneous data through advanced analytics to drive information discovery. This paper aims to
highlight the potential role BDA can ...
A comparison of ensemble and deep learning algorithms to model groundwater levels in a data-scarce aquifer of Southern Africa
(MDPI, 2022)
Machine learning and deep learning have demonstrated usefulness in modelling various
groundwater phenomena. However, these techniques require large amounts of data to develop
reliable models. In the Southern African ...