Elhadi Adam

Land-use/cover classification in a heterogeneous coastal landscape using RapidEye imagery: evaluating the performance of random forest and support vector machines classifiers

Elhadi Adam, Onisimo Mutanga, John Odindi et al. · International Journal of Remote Sensing · 2014 · 453 citations

Computing, Geoinformatics, Landscape Modeling +16

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 et al. · Sensors · 2014 · 128 citations · Full text

Natural Resources, Earth Sciences, Forestry +15

Detecting the Early Stage of Phaeosphaeria Leaf Spot Infestations in Maize Crop Using In Situ Hyperspectral Data and Guided Regularized Random Forest Algorithm

Elhadi Adam, Houtao Deng, John Odindi et al. · Journal of Spectroscopy · 2017 · 84 citations · Full text

Agriculture, Crop Sciences, Plant Sciences +17

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 et al. · Remote Sensing · 2016 · 63 citations · Full text

Natural Resources, Ecology, Forestry +17

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 Sensing · 2022 · 59 citations · Full text

Agriculture, Crop Sciences, Forestry +15