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Zinhle Mashaba-Munghemezulu
Zinhle Mashaba-Munghemezulu
Verified email at tuks.co.za
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Cited by
Cited by
Year
Global research trends for unmanned aerial vehicle remote sensing application in wheat crop monitoring
L Nduku, C Munghemezulu, Z Mashaba-Munghemezulu, AM Kalumba, ...
Geomatics 3 (1), 115-136, 2023
162023
Mapping smallholder maize farms using multi-temporal sentinel-1 data in support of the sustainable development goals
Z Mashaba-Munghemezulu, GJ Chirima, C Munghemezulu
Remote Sensing 13 (9), 1666, 2021
162021
Modeling the spatial distribution of soil nitrogen content at smallholder maize farms using machine learning regression and sentinel-2 data
Z Mashaba-Munghemezulu, GJ Chirima, C Munghemezulu
Sustainability 13 (21), 11591, 2021
62021
Delineating smallholder maize farms from Sentinel-1 coupled with Sentinel-2 data using machine learning
Z Mashaba-Munghemezulu, GJ Chirima, C Munghemezulu
Sustainability 13 (9), 4728, 2021
62021
Unmanned aerial vehicle (UAV) and spectral datasets in South Africa for precision agriculture
C Munghemezulu, Z Mashaba-Munghemezulu, PE Ratshiedana, ...
Data 8 (6), 98, 2023
52023
Earth observation systems and pasture modeling: A bibliometric trend analysis
L Nduku, AM Kalumba, C Munghemezulu, Z Mashaba-Munghemezulu, ...
ISPRS International Journal of Geo-Information 10 (11), 793, 2021
52021
Machine learning algorithms for mapping Prosopis glandulosa and land cover change using multi-temporal Landsat products: a case study of Prieska in the Northern Cape Province …
C De Villiers, C Munghemezulu, G Chirima, P Tsele, ...
South African Journal of Geomatics 9 (2), 179-197, 2020
32020
Field-Scale Winter Wheat Growth Prediction Applying Machine Learning Methods with Unmanned Aerial Vehicle Imagery and Soil Properties
L Nduku, C Munghemezulu, Z Mashaba-Munghemezulu, W Masiza, ...
Land 13 (3), 299, 2024
12024
Modelling of Intra-Field Winter Wheat Crop Growth Variability Using in Situ Measurements, Unmanned Aerial Vehicle-Derived Vegetation Indices, Soil Properties, and Machine …
L Nduku, C Munghemezulu, Z Mashaba-Munghemezulu, W Masiza, ...
Environmental Sciences Proceedings 29 (1), 24, 2023
12023
Modelling of Intra-Field Winter Wheat Crop Growth Variabil-ity Using in Situ Measurements, UAV Derived Vegetation In-dices, Soil Properties, and Machine Learning Algorithms
L Nduku, C Munghemezulu, Z Mashaba-Munghemezulu, W Masiza, ...
Presented at the 5th International Electronic Conference on Remote Sensing 7, 21, 2023
12023
Weed detection in rainfed maize crops using UAV and planetscope imagery
C De Villiers, C Munghemezulu, Z Mashaba-Munghemezulu, GJ Chirima, ...
Sustainability 15 (18), 13416, 2023
12023
Research Progress in the Application of Google Earth Engine for Grasslands Based on a Bibliometric Analysis
Z Mashaba-Munghemezulu, L Nduku, C Munghemezulu, GJ Chirima
Grasses 3 (2), 69-83, 2024
2024
Synergetic Use of Sentinel-1 and Sentinel-2 Data for Wheat-Crop Height Monitoring Using Machine Learning
L Nduku, C Munghemezulu, Z Mashaba-Munghemezulu, PE Ratshiedana, ...
AgriEngineering 6 (2), 1093-1116, 2024
2024
Smallholder Maize Farm Mapping With Multi-Temporal Sentinel-1 Data in Support of the Sustainable Development Goals
Z Mashaba-Munghemezulu, C Munghemezulu, G Chirima, L Nduku
Abstracts of the ICA 6, 159, 2023
2023
Crop classification and weed detection in rainfed maize crops using UAV and PlanetScope imagery
C de Villiers, C Munghemezulu, GJ Chirima, SG Tesfamichael, ...
Abstracts of the ICA 6, 50, 2023
2023
The potential of Sentinel-1 and Sentinel-2 remote sensing products for monitoring smallholder maize farms in support of the Sustainable Development Goals
ZO Mashaba-Munghemezulu
PQDT-Global, 2022
2022
Establishing knowledge, attitudes and potential drivers of drone technology adoption among South African smallholder farmers
M Mamabolo, K Nhundu, C Munghemezulu, G Chirima, S Sibanda, ...
Evidence-based Case Studies in South Africa, 243, 0
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Articles 1–17