Boipuso Nkwae

Urban land-use classification using machine learning classifiers: comparative evaluation and post-classification multi-feature fusion approach

Yashon O. Ouma, Amantle Keitsile, Boipuso Nkwae et al. · European Journal of Remote Sensing · 2023 · 53 citations · Full text

Engineering, Machine Learning, Smart City +21

COMPARISON OF MACHINE LEARNING CLASSIFIERS FOR MULTITEMPORAL AND MULTISENSOR MAPPING OF URBAN LULC FEATURES

Yashon O. Ouma, Boipuso Nkwae, Ditiro B. Moalafhi et al. · ˜The œinternational archives of the photogrammetry, remote sensing and spatial information sciences/International archives of the photogrammetry, remote sensing and spatial information sciences · 2022 · 52 citations · Full text

Dam Water Level Prediction Using Vector AutoRegression, Random Forest Regression and MLP-ANN Models Based on Land-Use and Climate Factors

Yashon O. Ouma, Ditiro B. Moalafhi, George Anderson et al. · Sustainability · 2022 · 32 citations · Full text

Engineering, Water Resources, Drought +14

Land-Use Change Prediction in Dam Catchment Using Logistic Regression-CA, ANN-CA and Random Forest Regression and Implications for Sustainable Land–Water Nexus

Yashon O. Ouma, Boipuso Nkwae, Phillimon Odirile et al. · Sustainability · 2024 · 29 citations · Full text

Hydrological Prediction, Engineering, Land Use +22

Spatiotemporal empirical analysis of particulate matter PM2.5 pollution and air quality index (AQI) trends in Africa using MERRA-2 reanalysis datasets (1980–2021)

Yashon O. Ouma, Amantle Keitsile, Lone Lottering et al. · The Science of The Total Environment · 2023 · 21 citations

Environmental Monitoring, Engineering, Air Pollution Measurement +17