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Kwanele Phinzi

Observed names: Kwanele PHINZI, Phinzi, Kwanele
ORCID: 0000-0003-1865-7011
Observed ORCID: 0000-0003-1865-7011
OpenAlex ID: A5025732199
The assessment of water-borne erosion at catchment level using GIS-based RUSLE and remote sensing: A review
2018 · Kwanele Phinzi, Njoya Silas Ngetar · International Soil and Water Conservation Research · 319
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Classification Efficacy Using K-Fold Cross-Validation and Bootstrapping Resampling Techniques on the Example of Mapping Complex Gully Systems
2021 · Kwanele Phinzi, Dávid Abriha, et al. · Remote Sensing · 61
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Machine Learning for Gully Feature Extraction Based on a Pan-Sharpened Multispectral Image: Multiclass vs. Binary Approach
2020 · Kwanele Phinzi, Dávid Abriha, et al. · ISPRS International Journal of Geo-Information · 54
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Understanding the role of training sample size in the uncertainty of high-resolution LULC mapping using random forest
2023 · Kwanele Phinzi, Njoya Silas Ngetar, et al. · Earth Science Informatics · 51
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Soil erosion risk assessment in the Umzintlava catchment (T32E), Eastern Cape, South Africa, using RUSLE and random forest algorithm
2020 · Kwanele Phinzi, Njoya Silas Ngetar, et al. · South African Geographical Journal · 50
Mapping soil erosion in a quaternary catchment in Eastern Cape using geographic information system and remote sensing
2017 · Kwanele Phinzi, Njoya Silas Ngetar · South African Journal of Geomatics · 45
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Climate change and the response of streamflow of watersheds under the high emission scenario in Lake Tana sub-basin, upper Blue Nile basin, Ethiopia
2022 · Gashaw Gismu Chakilu, Szegedi Sándor, et al. · Journal of Hydrology Regional Studies · 41
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Land use/land cover dynamics and soil erosion in the Umzintlava catchment (T32E), Eastern Cape, South Africa
2019 · Kwanele Phinzi, Njoya S. Ngetar · Transactions of the Royal Society of South Africa · 28
Urbanization in Algeria: Toward a More Balanced and Sustainable Urban Network?
2023 · Feyrouz Ahlam Saidi, Kwanele Phinzi, et al. · Social Sciences · 25
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Mapping Permanent Gullies in an Agricultural Area Using Satellite Images: Efficacy of Machine Learning Algorithms
2021 · Kwanele Phinzi, Imre Holb, et al. · Agronomy · 24
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Predictive machine learning for gully susceptibility modeling with geo-environmental covariates: main drivers, model performance, and computational efficiency
2024 · Kwanele Phinzi, Szilárd Szabó · Natural Hazards · 23
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Soil Erosion Vulnerability Mapping in Selected Rural Communities of uThukela Catchment, South Africa, Using the Analytic Hierarchy Process
2022 · Osadolor Ebhuoma, Michael Gebreslasie, et al. · Earth Systems and Environment · 17
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The patterns of potential evapotranspiration and seasonal aridity under the change in climate in the upper Blue Nile basin, Ethiopia
2024 · Gashaw Gismu Chakilu, Szegedi Sándor, et al. · Journal of Hydrology · 15
Improving the spatial prediction of topsoil properties in a typical grazing area using multi-season PlanetScope spectral covariates and data mining techniques
2025 · Kwanele Phinzi, László Bertalan, et al. · Earth Science Informatics · 13
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Drought Monitoring Using Moderate Resolution Imaging Spectroradiometer-Derived NDVI Anomalies in Northern Algeria from 2011 to 2022
2024 · Ramzi Benhizia, Kwanele Phinzi, et al. · Environments · 13
Urban vegetation classification with high-resolution PlanetScope and SkySat multispectral imagery
2021 · Loránd Szabó, Dávid Abriha, et al. · Landscape & Environment · 12
Monitoring Changing Land Use-Land Cover Change to Reflect the Impact of Urbanisation on Environmental Assets in Durban, South Africa
2021 · Bahle Mazeka, Kwanele Phinzi, et al. · Routledge eBooks · 8
Comparison of Rusle and Supervised Classification Algorithms for Identifying Erosion-prone Areas in a Mountainous Rural Landscape
2020 · Kwanele PHINZI, Kwanele PHINZI, et al. · Carpathian Journal of Earth and Environmental Sciences · 6
Integrating an empirical erosion model and machine learning for assessing soil loss and sediment delivery dynamics in a sub-humid catchment
2026 · Kwanele Phinzi · Modeling Earth Systems and Environment · 3
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Gully classification using spatially optimized PlanetScope data – a comparison of machine learning classifiers and spatial resampling techniques
2025 · Kwanele Phinzi · Applied Geomatics · 2
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Bi-decadal drought assessment in Northwestern Algeria: Integrating meteorological and remote sensing indices
2026 · Ramzi Benhizia, Brahim Abdelkebir, et al. · Theoretical and Applied Climatology · 1
Spatio-temporal appraisal of water-borne erosion using optical remote sensing and GIS in the Umzintlava catchement (T32E), Eastern Cape, South Africa.
2018 · Kwanele Phinzi · ResearchSpace (University of KwaZulu-Natal) · 1
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Assessing Hiking-Induced Trail Degradation in Enseleni Nature Reserve, Northern KwaZulu-Natal, South Africa
2026 · S’phesihle Fanelesibonge Mlungwana, Kwanele Phinzi, et al. · Sustainability
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Works count: 25
Citation count: 818
H-index: 13
I10-index: 16
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