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Sifiso Xulu

Professor

University of South Africa

South Africa

Research Interests

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Professors in Ecology

Articles (20)

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2026

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2026

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2024

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2024

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2024

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2024

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2024

Collaborators (1)

Ntombifuthi Precious Nzimande

Lecturer

University of KwaZulu-Natal

SOUTH AFRICA

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Sifiso Xulu

Research Interests

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Articles (20)

Exploring Landsat-8 imagery for flood inundation mapping using thresholding, machine learning and hybrid techniques: A case study of the April 2022 flood event in the East Coast of South Africa

Comparative machine learning classification of a heterogeneous Ramsar wetland using Sentinel-1 and Sentinel-2 imagery with quantity and allocation disagreement diagnostics

Unequal Burdens: How Socio-Demographic Variables Shape the Environmental, Health, and Socio-Economic Effects of Illegal Waste Dumping

Remote Sensing Applications for Land-Use and Land-Cover Change Research in South African Landscapes: A Review

Utility of Remote Sensing Data for Air Quality Monitoring During the Sugarcane Burning Season in KwaZulu-Natal, South Africa

Developing a High-resolution Gross Primary Productivity Product using Sentinel-2 and Machine-learning Algorithms in the Golden Gate Highlands National Park, South Africa

Enhancing land cover classification in the heterogeneous landscape by integrating auxiliary data with Sentinel-2 imagery using the random forest algorithm

Evaluating the efficacy of hybrid deep learning models in assessing temporal night-time light trends for the cities of Cape Town, Durban and Johannesburg in South Africa

Institutional and governance barriers to effective municipal waste management: stakeholder perspectives from Thabazimbi Local Municipality

Land use and land cover change dynamics and local perception in the Dolphin Coast, KwaZulu-Natal

Comparative analysis of groundwater potential zones using machine learning and hybrid method in Nelson Mandela Bay Metropolitan Municipality, South Africa

Detecting and Mapping Invasive Populus alba Species in Mountainous Ecosystems Using Sentinel‐2 Imagery and Random Forest Classification

Geo-temporal analysis of land use dynamics in the Dolphin Coast, KwaZulu-Natal, South Africa, using RapidEye and PlanetScope imagery

Potential drivers of fire severity in Golden Gate Highlands National Park: a case study of the November 2022 big fire event

Soil Organic Matter Prediction with Sentinel-2 and Geostatistical Methods

Analysis of nighttime lights over the cities of Cape Town, Durban and Johannesburg, South Africa

Comparison of different spectral indices to differentiate the impact of insect attack on planted forest stands

Exploring environmental factors that influence the distribution of poplar trees

Modelling possible habitats for poplar invasion in South Africa

The assessment of soil organic matter in the KwaZulu-natal province of South Africa and its relationship to spectroscopy data

Collaborators (1)

Ntombifuthi Precious Nzimande

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