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Works (7)

Applying Artificial Neural Networks and Multivariable Linear Regression from Unmanned Aerial Vehicle Datasets to Estimate Durum and Bread Wheat Yield under Low Nitrogen Application Rates

2025-02-18 | Preprint
Contributors: Michael Kidson; Lwandile Nduku; Cilence Munghemezulu; Wonga Masiza; Adornis Nciizah; Rasheed Adeleke; Haripriya Rama; Ashira Roopnarain
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Research Progress in the Application of Google Earth Engine for Grasslands Based on a Bibliometric Analysis

Grasses
2024-04 | Journal article | Author
Contributors: Zinhle Mashaba-Munghemezulu; Lwandile Nduku; Cilence Munghemezulu; Johannes George Chirima
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Multidisciplinary Digital Publishing Institute
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Synergetic Use of Sentinel-1 and Sentinel-2 Data for Wheat-Crop Height Monitoring Using Machine Learning

AgriEngineering
2024-04-22 | Journal article
Contributors: Lwandile Nduku; Cilence Munghemezulu; Zinhle Mashaba-Munghemezulu; Phathutshedzo Eugene Ratshiedana; Sipho Sibanda; Johannes George Chirima
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Crossref
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Field-Scale Winter Wheat Growth Prediction Applying Machine Learning Methods with Unmanned Aerial Vehicle Imagery and Soil Properties

Land
2024-02-27 | Journal article
Contributors: Lwandile Nduku; Cilence Munghemezulu; Zinhle Mashaba-Munghemezulu; Wonga Masiza; Phathutshedzo Eugene Ratshiedana; Ahmed Mukalazi Kalumba; Johannes George Chirima
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Crossref
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Modelling of Intra-Field Winter Wheat Crop Growth Variability Using in Situ Measurements, Unmanned Aerial Vehicle-Derived Vegetation Indices, Soil Properties, and Machine Learning Algorithms

2023-11-21 | Conference paper
Contributors: Lwandile Nduku; Cilence Munghemezulu; Zinhle Mashaba-Munghemezulu; Wonga Masiza; Phathutshedzo Eugene Ratshiedana; Ahmed Mukalazi Kalumba; Johannes George Chirima
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Crossref

Global Research Trends for Unmanned Aerial Vehicle Remote Sensing Application in Wheat Crop Monitoring

Geomatics
2023-01-25 | Journal article
Contributors: Lwandile Nduku; Cilence Munghemezulu; Zinhle Mashaba-Munghemezulu; Ahmed Mukalazi Kalumba; George Johannes Chirima; Wonga Masiza; Colette De Villiers
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Crossref
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Earth Observation Systems and Pasture Modeling: A Bibliometric Trend Analysis

ISPRS International Journal of Geo-Information
2021-11-20 | Journal article
Contributors: Lwandile Nduku; Ahmed Mukalazi Kalumba; Cilence Munghemezulu; Zinhle Mashaba-Munghemezulu; George Johannes Chirima; Gbenga Abayomi Afuye; Emmanuel Tolulope Busayo
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Crossref
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