Search Results - Land-based learning

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  1. 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)
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  2. A hybrid deep learning model for land subsidence prediction based on TS-InSAR: a case study of Donggugang

    Published in Geoenvironmental Disasters (2026)
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  3. The effect of an aquatic or land-based intervention programme on gross motor skills of selected children with Down syndrome by Roodt, Odelia

    Published 2017
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  4. Wildfire path spread prediction system using machine learning: use of ANN, convolutional autoencoder, and ConvLSTM ML model by Makhaba, Limpho Mapulane

    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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  5. The design and use of an outdoor learning environment for sensory and motor stimulation

    Published 2016
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  6. Deep Learning-Based Change Detection in High-Resolution Remote Sensing Imagery by Badawy, Hazem

    Published 2025
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  7. Predicting process performance in the manufacturing and agricultural sectors using machine learning techniques by Khoza, Sibusiso Comfort

    Published 2021
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  8. The lived experiences of environmental education teachers facilitating experiential learning using the CAPS curriculum by Wagner, Keanan Nicole

    Published 2024
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  9. Enhancement of digital elevation models using tree-based ensemble machine learning algorithms by Okolie, Chukwuma

    Published 2024
    “…The performance of the models was compared based on default hyperparameters versus Bayesianoptimised hyperparameters. …”
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  10. The effect of measurement error and land management covariates on machine learning derived digital soil maps by Malatji, Boitumelo Raymond

    Published 2025
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  11. The post-literacy perceptions of newly literate adult learners at a rural community learning centre by Van Wyk, Jeremy Mark

    Published 2012
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  12. A framework for designing South African mobile learning experiences through a participatory design process by Erasmus, Reino

    Published 2022
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  13. InSAR time series analysis and machine learning for ground subsidence monitoring and susceptibility mapping in Midvaal, South Africa by Maluleka, Thobani

    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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  14. Quantifying phytoplankton biomass and sediment in river plumes along the Agulhas Bank using remotely sensed data with deep learning techniques by Pillay, Humeshni

    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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  15. Predictive models for smart vineyards by Luttich, F. R.

    Published 2019
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