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Search Results - Land-based learning
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Reconstruction of Global 0.25° Land Lightning Density from 1979 to 2025 based on an ensemble machine learning
Published in Earth System Science Data (ESSD) (2026)Get full text
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The effect of an aquatic or land-based intervention programme on gross motor skills of selected children with Down syndrome
Published 2017Get full text
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Wildfire path spread prediction system using machine learning: use of ANN, convolutional autoencoder, and ConvLSTM ML model
Published 2025“…To address this challenge, this research uses a multidisciplinary approach that combines Machine Learning techniques, remote sensing data, and wildfire science to develop an advanced wildfire prediction system. …”
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The design and use of an outdoor learning environment for sensory and motor stimulation
Published 2016Get full text
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Predicting process performance in the manufacturing and agricultural sectors using machine learning techniques
Published 2021Get full text
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The lived experiences of environmental education teachers facilitating experiential learning using the CAPS curriculum
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Enhancement of digital elevation models using tree-based ensemble machine learning algorithms
Published 2024“…The performance of the models was compared based on default hyperparameters versus Bayesianoptimised hyperparameters. …”
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The effect of measurement error and land management covariates on machine learning derived digital soil maps
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The development and evaluation of a portfolio of learning in the workplace for postgraduate family medicine education in South Africa
Published 2014Get full text
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The post-literacy perceptions of newly literate adult learners at a rural community learning centre
Published 2012Get full text
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A framework for designing South African mobile learning experiences through a participatory design process
Published 2022Get full text
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InSAR time series analysis and machine learning for ground subsidence monitoring and susceptibility mapping in Midvaal, South Africa
Published 2025“…Spatio-temporal analyses revealed that ground subsidence and uplift patterns were strongly influenced by land use, hydrological factors, vegetation cover, soil moisture, precipitation, and ground water storage anomalies. …”
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Quantifying phytoplankton biomass and sediment in river plumes along the Agulhas Bank using remotely sensed data with deep learning techniques
Published 2024“…However, AC is a major concern in regions where land-based fynbos biogenic burning is common. As a result, the current [Chl-a] satellite data product performances were not optimal, especially when mapped over the open ocean region. …”
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Predictive models for smart vineyards
Published 2019Get full text
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