Elhadi Adam

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 13

Top Topics

Spatial Resolution

Machine Learning

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

Comput. Electron. Agric.

Publications

Liberty Mlambo, Elhadi Adam, Munyaradzi Davis Shekede, John Odindi
The influence of biophysical characteristics on elephant space use in an African savanna. Ecol. Informatics 82 (2024)
Olaotse Lokwalo Thabeng, Elhadi Adam, Stefania Merlo
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. 15 (23) (2023)
Jennifer Murray, Elhadi Adam, Stephan Woodborne, Duncan Miller, Sifiso Xulu, Mary Evans
Monitoring Shoreline Changes along the Southwestern Coast of South Africa from 1937 to 2020 Using Varied Remote Sensing Data and Approaches. Remote. Sens. 15 (2) (2023)
Khalid Adem Ali, Tamiru Abiye, Elhadi Adam
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. 14 (17) (2022)
Yingisani Chabalala, Elhadi Adam, Khalid Adem Ali
Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes. Remote. Sens. 14 (11) (2022)
Mandla Dlamini, George Johannes Chirima, Mbulisi Sibanda, Elhadi Adam, Timothy Dube
Characterizing Leaf Nutrients of Wetland Plants and Agricultural Crops with Nonparametric Approach Using Sentinel-2 Imagery Data. Remote. Sens. 13 (21) (2021)
Colbert M. Jackson, Elhadi Adam
Machine Learning Classification of Endangered Tree Species in a Tropical Submontane Forest Using WorldView-2 Multispectral Satellite Imagery and Imbalanced Dataset. Remote. Sens. 13 (24) (2021)
Dipuo Olga Mofokeng, Adewale Samuel Adelabu, Kayode Adepoju, Elhadi Adam
Spatio-Temporal Analysis of Lightning Distribution in Golden Gate Highlands National Park (GGHNP) Using Geospatial Technology. IGARSS (2019)
Nyasha Mureriwa, Elhadi Adam, Adewale Samuel Adelabu
Cost Effective Approach for Mapping Prosopis Invasion in Arid South Africa Using SPOT-6 Imagery and Two Machine Learning Classifiers. IGARSS (2019)
Stefano Biagetti, Stefania Merlo, Elhadi Adam, Agustin Lobo, Francesc C. Conesa, Jasper Knight, Hayette Bekrani, Enrico R. Crema, Jonas Alcaina-Mateos, Marco Madella
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. 9 (4) (2017)
Elfatih M. Abdel-Rahman, Onisimo Mutanga, John Odindi, Elhadi Adam, Alfred Odindo, Riyad Ismail
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. 132 (2017)
Nyasha Mureriwa, Elhadi Adam, Anshuman Sahu, Solomon G. Tesfamichael
from Co-Existent Species Using Field Spectral Measurement and Guided Regularized Random Forest. Remote. Sens. 8 (2) (2016)
Galal Omer, Onisimo Mutanga, Elfatih M. Abdel-Rahman, Elhadi Adam
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. 8 (4) (2016)
Onisimo Mutanga, Elhadi Adam, Clement Adjorlolo, Elfatih M. Abdel-Rahman
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 34 (2015)
Galal Omer, Onisimo Mutanga, Elfatih M. Abdel-Rahman, Elhadi Adam
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. 8 (10) (2015)
Timothy Dube, Onisimo Mutanga, Elhadi Adam, Riyad Ismail
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 14 (8) (2014)
Adewale Samuel Adelabu, Onisimo Mutanga, Elhadi Adam, Reuben Sebego
Spectral Discrimination of Insect Defoliation Levels in Mopane Woodland Using Hyperspectral Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7 (1) (2014)
Elhadi Adam, Onisimo Mutanga, Riyad Ismail
(cossid moth) occurrence in Mpumalanga, South Africa. Int. J. Geogr. Inf. Sci. 27 (10) (2013)
Onisimo Mutanga, Elhadi Adam, Moses Azong Cho
High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm. Int. J. Appl. Earth Obs. Geoinformation 18 (2012)
Elhadi Adam, Onisimo Mutanga, Denis Rugege, Riyad Ismail
Field Spectrometry of Papyrus Vegetation (Cyperus papyrus L.) in Swamp Wetlands of St Lucia, South Africa. IGARSS (4) (2009)