Elhadi Adam
Orcid: 0000-0001-7165-6486
According to our database1,
Elhadi Adam
authored at least 19 papers
between 2009 and 2023.
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Bibliography
2023
Evaluating the Performance of Geographic Object-Based Image Analysis in Mapping Archaeological Landscapes Previously Occupied by Farming Communities: A Case of Shashi-Limpopo Confluence Area.
Remote. Sens., December, 2023
Monitoring Shoreline Changes along the Southwestern Coast of South Africa from 1937 to 2020 Using Varied Remote Sensing Data and Approaches.
Remote. Sens., January, 2023
2022
Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes.
Remote. Sens., 2022
Integrating In Situ and Current Generation Satellite Data for Temporal and Spatial Analysis of Harmful Algal Blooms in the Hartbeespoort Dam, Crocodile River Basin, South Africa.
Remote. Sens., 2022
2021
Machine Learning Classification of Endangered Tree Species in a Tropical Submontane Forest Using WorldView-2 Multispectral Satellite Imagery and Imbalanced Dataset.
Remote. Sens., 2021
Characterizing Leaf Nutrients of Wetland Plants and Agricultural Crops with Nonparametric Approach Using Sentinel-2 Imagery Data.
Remote. Sens., 2021
2019
Cost Effective Approach for Mapping Prosopis Invasion in Arid South Africa Using SPOT-6 Imagery and Two Machine Learning Classifiers.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
Spatio-Temporal Analysis of Lightning Distribution in Golden Gate Highlands National Park (GGHNP) Using Geospatial Technology.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2017
High and Medium Resolution Satellite Imagery to Evaluate Late Holocene Human-Environment Interactions in Arid Lands: A Case Study from the Central Sahara.
Remote. Sens., 2017
Estimating Swiss chard foliar macro- and micronutrient concentrations under different irrigation water sources using ground-based hyperspectral data and four partial least squares (PLS)-based (PLS1, PLS2, SPLS1 and SPLS2) regression algorithms.
Comput. Electron. Agric., 2017
2016
Empirical Prediction of Leaf Area Index (LAI) of Endangered Tree Species in Intact and Fragmented Indigenous Forests Ecosystems Using WorldView-2 Data and Two Robust Machine Learning Algorithms.
Remote. Sens., 2016
Examining the Spectral Separability of <i>Prosopis glandulosa</i> from Co-Existent Species Using Field Spectral Measurement and Guided Regularized Random Forest.
Remote. Sens., 2016
2015
Performance of Support Vector Machines and Artificial Neural Network for Mapping Endangered Tree Species Using WorldView-2 Data in Dukuduku Forest, South Africa.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015
Evaluating the robustness of models developed from field spectral data in predicting African grass foliar nitrogen concentration using WorldView-2 image as an independent test dataset.
Int. J. Appl. Earth Obs. Geoinformation, 2015
2014
Spectral Discrimination of Insect Defoliation Levels in Mopane Woodland Using Hyperspectral Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014
Intra-and-Inter Species Biomass Prediction in a Plantation Forest: Testing the Utility of High Spatial Resolution Spaceborne Multispectral RapidEye Sensor and Advanced Machine Learning Algorithms.
Sensors, 2014
2013
Determining the susceptibility of <i>Eucalyptus nitens</i> forests to <i>Coryphodema tristis</i> (cossid moth) occurrence in Mpumalanga, South Africa.
Int. J. Geogr. Inf. Sci., 2013
2012
High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm.
Int. J. Appl. Earth Obs. Geoinformation, 2012
2009
Field Spectrometry of Papyrus Vegetation (Cyperus papyrus L.) in Swamp Wetlands of St Lucia, South Africa.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009