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    Prediction of Irrigation Water Quality Indices Using Random Committee, Discretization Regression, REPTree, and Additive Regression

    This study aims to evaluate the performance of four ensemble machine learning methods, i.e., Random Committee, Discretization Regression, Reduced Error Pruning Tree, and Additive Regression, to estimate water ...

    Mustafa Al-Mukhtar, Aman Srivastava, Leena Khadke in Water Resources Management (2024)

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    Article

    Modeling the monthly pan evaporation rates using artificial intelligence methods: a case study in Iraq

    In arid areas, the estimation of evaporation rates plays a considerable role on both water resources management and agricultural activities. Hence, it is of utmost importance to determine the best model to pre...

    Mustafa Al-Mukhtar in Environmental Earth Sciences (2021)

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    Article

    Modelling the root zone soil moisture using artificial neural networks, a case study

    Surface soil moisture constitutes a major component in the Earth’s water cycle. In many cases, modelling and predicting soil moisture represent a serious problem in water resources field due to the problematic...

    Mustafa Al-Mukhtar in Environmental Earth Sciences (2016)

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    Runoff and sediment yield modeling by means of WEPP in the Bautzen dam catchment, Germany

    Soil erosion by water is one of the most widespread forms of soil degradation in Europe. There are many undesirable consequences of soil erosion due to water such as loss of water storage capacity in reservoi...

    Mustafa Al-Mukhtar, Volkmar Dunger, Broder Merkel in Environmental Earth Sciences (2014)

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    Article

    Assessing the Impacts of Climate Change on Hydrology of the Upper Reach of the Spree River: Germany

    The aim of this study was to assess the potential impacts of future climate change on the hydrological response in the upper reach of the Spree River catchment using the Soil and Water Assessment Tool (SWAT). ...

    Mustafa Al-Mukhtar, Volkmar Dunger, Broder Merkel in Water Resources Management (2014)