Field Spectrometry of Papyrus Vegetation (Cyperus papyrus L.) in Swamp Wetlands of St Lucia, South Africa. - Elhadi Adam; Onisimo Mutanga; Denis Rugege; Riyad Ismail (IGARSS (4), 2009)

High density biomass estimation for wetland vegetation using WorldView-2 imagery and random forest regression algorithm. - Onisimo Mutanga; Elhadi Adam; Moses Azong Cho (Int. J. Appl. Earth Obs. Geoinformation, 2012)

Determining the susceptibility of Eucalyptus nitens forests to Coryphodema tristis (cossid moth) occurrence in Mpumalanga, South Africa. - Elhadi Adam; Onisimo Mutanga; Riyad Ismail (Int. J. Geogr. Inf. Sci., 2013)

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. - Timothy Dube; Onisimo Mutanga; Elhadi Adam; Riyad Ismail (Sensors, 2014)

Spectral Discrimination of Insect Defoliation Levels in Mopane Woodland Using Hyperspectral Data. - Adewale Samuel Adelabu; Onisimo Mutanga; Elhadi Adam; Reuben Sebego (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2014)

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. - Onisimo Mutanga; Elhadi Adam; Clement Adjorlolo; Elfatih M. Abdel-Rahman (Int. J. Appl. Earth Obs. Geoinformation, 2015)

Performance of Support Vector Machines and Artificial Neural Network for Mapping Endangered Tree Species Using WorldView-2 Data in Dukuduku Forest, South Africa. - Galal Omer; Onisimo Mutanga; Elfatih M. Abdel-Rahman; Elhadi Adam (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

Examining the Spectral Separability of Prosopis glandulosa from Co-Existent Species Using Field Spectral Measurement and Guided Regularized Random Forest. - Nyasha Mureriwa; Elhadi Adam; Anshuman Sahu; Solomon G. Tesfamichael (Remote. Sens., 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. - Galal Omer; Onisimo Mutanga; Elfatih M. Abdel-Rahman; Elhadi Adam (Remote. Sens., 2016)

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. - Elfatih M. Abdel-Rahman; Onisimo Mutanga; John Odindi; Elhadi Adam; Alfred Odindo; Riyad Ismail (Comput. Electron. Agric., 2017)

High and Medium Resolution Satellite Imagery to Evaluate Late Holocene Human-Environment Interactions in Arid Lands: A Case Study from the Central Sahara. - Stefano Biagetti; Stefania Merlo; Elhadi Adam; Agustin Lobo; Francesc C. Conesa; Jasper Knight; Hayette Bekrani; Enrico R. Crema; Jonas Alcaina-Mateos; Marco Madella (Remote. Sens., 2017)

Spatio-Temporal Analysis of Lightning Distribution in Golden Gate Highlands National Park (GGHNP) Using Geospatial Technology. - Dipuo Olga Mofokeng; Adewale Samuel Adelabu; Kayode Adepoju; Elhadi Adam (IGARSS, 2019)

Cost Effective Approach for Mapping Prosopis Invasion in Arid South Africa Using SPOT-6 Imagery and Two Machine Learning Classifiers. - Nyasha Mureriwa; Elhadi Adam; Adewale Samuel Adelabu (IGARSS, 2019)

Characterizing Leaf Nutrients of Wetland Plants and Agricultural Crops with Nonparametric Approach Using Sentinel-2 Imagery Data. - Mandla Dlamini; George Johannes Chirima; Mbulisi Sibanda; Elhadi Adam; Timothy Dube (Remote. Sens., 2021)

Machine Learning Classification of Endangered Tree Species in a Tropical Submontane Forest Using WorldView-2 Multispectral Satellite Imagery and Imbalanced Dataset. - Colbert M. Jackson; Elhadi Adam (Remote. Sens., 2021)

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. - Khalid Adem Ali; Tamiru Abiye; Elhadi Adam (Remote. Sens., 2022)

Machine Learning Classification of Fused Sentinel-1 and Sentinel-2 Image Data towards Mapping Fruit Plantations in Highly Heterogenous Landscapes. - Yingisani Chabalala; Elhadi Adam; Khalid Adem Ali (Remote. Sens., 2022)

Monitoring Shoreline Changes along the Southwestern Coast of South Africa from 1937 to 2020 Using Varied Remote Sensing Data and Approaches. - Jennifer Murray; Elhadi Adam; Stephan Woodborne; Duncan Miller; Sifiso Xulu; Mary Evans (Remote. Sens., 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. - Olaotse Lokwalo Thabeng; Elhadi Adam; Stefania Merlo (Remote. Sens., 2023)

Detector-Free Multimodal Image Matching. - Yuyan Liu; Wei He 003; Hongyan Zhang 001; Mbulisi Sibanda; Elhadi Adam (IGARSS, 2024)

A Locally Enhanced Transformer Network for Hyperspectral Image Classification. - Wei Xiao; Shaoguang Huang; Mbulisi Sibanda; Elhadi Adam; Hongyan Zhang 001 (IGARSS, 2024)

The influence of biophysical characteristics on elephant space use in an African savanna. - Liberty Mlambo; Elhadi Adam; Munyaradzi Davis Shekede; John Odindi (Ecol. Informatics, 2024)

How Hydrological Extremes Affect the Chlorophyll-a Concentration in Inland Water in Jiujiang City, China: Evidence from Satellite Remote Sensing. - Wei Jiang 004; Xiaohui Ding; Fanping Kong; Gan Luo; Tengfei Long; Zhiguo Pang; Shiai Cui; Jie Liu; Elhadi Adam (ISPRS Int. J. Geo Inf., 2025)